From 7ed90fef0587d16fea80a22a5fab36c9ba9e13b2 Mon Sep 17 00:00:00 2001 From: Ari Archer Date: Tue, 23 Jan 2024 19:06:09 +0200 Subject: [PATCH] [docx] split commit for file 1000 Signed-off-by: Ari Archer --- .../common/clients/deepbirdv2/BUILD | 20 - .../common/clients/deepbirdv2/BUILD.docx | Bin 0 -> 36996 bytes ...epBirdV2PredictionServiceClientModule.docx | Bin 0 -> 37541 bytes ...pBirdV2PredictionServiceClientModule.scala | 67 --- .../common/clients/dismiss_store/BUILD | 19 - .../common/clients/dismiss_store/BUILD.docx | Bin 0 -> 36976 bytes .../clients/dismiss_store/DismissStore.docx | Bin 0 -> 37513 bytes .../clients/dismiss_store/DismissStore.scala | 60 --- .../clients/email_storage_service/BUILD | 14 - .../clients/email_storage_service/BUILD.docx | Bin 0 -> 36901 bytes .../EmailStorageServiceClient.docx | Bin 0 -> 37087 bytes .../EmailStorageServiceClient.scala | 28 -- .../EmailStorageServiceModule.docx | Bin 0 -> 36876 bytes .../EmailStorageServiceModule.scala | 12 - 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follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightMethod.scala create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightedCandidateSourceBaseRanker.docx delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightedCandidateSourceBaseRanker.scala create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightedCandidateSourceRanker.docx delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightedCandidateSourceRanker.scala create mode 100644 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follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/stores/BUILD.docx create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/stores/LowTweepCredFollowStore.docx delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/stores/LowTweepCredFollowStore.scala delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup/BUILD create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup/BUILD.docx create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup/DedupTransform.docx delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup/DedupTransform.scala delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/modify_social_proof/BUILD create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/modify_social_proof/BUILD.docx create mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/modify_social_proof/ModifySocialProofTransform.docx delete mode 100644 follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/modify_social_proof/ModifySocialProofTransform.scala diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/deepbirdv2/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/deepbirdv2/BUILD deleted file mode 100644 index daf4c63fa..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/deepbirdv2/BUILD +++ /dev/null @@ -1,20 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "cortex-deepbird/prediction/src/main/scala/com/twitter/cortex/deepbird/prediction", - "cortex-deepbird/thrift/src/main/thrift:thrift-java", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-thrift-client/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "src/scala/com/twitter/ml/api/util", - "util/util-core:scala", - ], -) diff --git 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-1,14 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "emailstorage/server/src/main/thrift/com/twitter/emailstorage/api:email-storage-service-scala", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-thrift-client", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "stitch/stitch-core", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/email_storage_service/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/email_storage_service/BUILD.docx new file mode 100644 index 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com.twitter.cds.contact_consent_state.thriftscala.PurposeOfProcessing -import com.twitter.emailstorage.api.thriftscala.EmailStorageService -import com.twitter.emailstorage.api.thriftscala.GetUsersEmailsRequest -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class EmailStorageServiceClient @Inject() ( - val emailStorageService: EmailStorageService.MethodPerEndpoint) { - - def getVerifiedEmail( - userId: Long, - purposeOfProcessing: PurposeOfProcessing - ): Stitch[Option[String]] = { - val req = GetUsersEmailsRequest( - userIds = Seq(userId), - clientIdentifier = Some("follow-recommendations-service"), - purposesOfProcessing = Some(Seq(purposeOfProcessing)) - ) - - Stitch.callFuture(emailStorageService.getUsersEmails(req)) map { - _.usersEmails.map(_.confirmedEmail.map(_.email)).head - } - } -} diff --git 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deleted file mode 100644 index 0a1be9d1b..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/email_storage_service/EmailStorageServiceModule.scala +++ /dev/null @@ -1,12 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.email_storage_service - -import com.twitter.emailstorage.api.thriftscala.EmailStorageService -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.follow_recommendations.common.clients.common.BaseClientModule - -object EmailStorageServiceModule - extends BaseClientModule[EmailStorageService.MethodPerEndpoint] - with MtlsClient { - override val label = "email-storage-service" - override val dest = "/s/email-server/email-server" -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/BUILD deleted file mode 100644 index d67fa01d8..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/BUILD +++ /dev/null @@ -1,22 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/github/nscala_time", - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-thrift-client/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "src/thrift/com/twitter/geoduck:geoduck-scala", - "src/thrift/com/twitter/geoduck:geoduckpartnerplaces-thrift-scala", - "stitch/stitch-core", - "util/util-core:scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..db7f02902d3222e56a4a803b3b09ad3c91af05db GIT binary patch literal 37007 zcmagEWmp}_wm*!!dvFQv?k<7g?h-WU#+{7^cMInCegyXU|?e~U|^V_R$Xy`owJ#pv!R-Y zy_u6fle?`=W0Jh$stDSbvlr}SW+759aa8QG9eWykhB$nQ>hv2P?Iq?DIf#e53BEA( z8Kn>yrnrpMJ0IfJI>9dQCMsQVi4%SO49$FU$YSsO^*p9ibM8IKI5L?<>0P3^L71AB 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/dev/null @@ -1,81 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.gizmoduck - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.StatsUtil -import com.twitter.gizmoduck.thriftscala.LookupContext -import com.twitter.gizmoduck.thriftscala.PerspectiveEdge -import com.twitter.gizmoduck.thriftscala.QueryFields -import com.twitter.stitch.Stitch -import com.twitter.stitch.gizmoduck.Gizmoduck -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class GizmoduckClient @Inject() (gizmoduckStitchClient: Gizmoduck, statsReceiver: StatsReceiver) { - val stats = statsReceiver.scope("gizmoduck_client") - val getByIdStats = stats.scope("get_by_id") - val getUserById = stats.scope("get_user_by_id") - - def isProtected(userId: Long): Stitch[Boolean] = { - // get latency metrics with StatsUtil.profileStitch when calling .getById - val response = StatsUtil.profileStitch( - gizmoduckStitchClient.getById(userId, Set(QueryFields.Safety)), - getByIdStats - ) - response.map { result => - result.user.flatMap(_.safety).map(_.isProtected).getOrElse(true) - } - } - - def getUserName(userId: Long, forUserId: Long): Stitch[Option[String]] = { - val queryFields = GizmoduckClient.GetUserByIdUserNameQueryFields - val lookupContext = LookupContext( - forUserId = Some(forUserId), - perspectiveEdges = Some(GizmoduckClient.DefaultPerspectiveEdges) - ) - // get latency metrics with StatsUtil.profileStitch when calling .getUserById - val response = StatsUtil.profileStitch( - gizmoduckStitchClient.getUserById(userId, queryFields, lookupContext), - getUserById - ) - response.map(_.profile.map(_.name)) - } -} - -object GizmoduckClient { - // Similar to GizmoduckUserRepository.DefaultPerspectiveEdges - val DefaultPerspectiveEdges: Set[PerspectiveEdge] = - Set( - PerspectiveEdge.Blocking, - PerspectiveEdge.BlockedBy, - PerspectiveEdge.DeviceFollowing, - PerspectiveEdge.FollowRequestSent, - PerspectiveEdge.Following, - PerspectiveEdge.FollowedBy, - PerspectiveEdge.LifelineFollowing, - PerspectiveEdge.LifelineFollowedBy, - PerspectiveEdge.Muting, - PerspectiveEdge.NoRetweetsFrom - ) - - // From GizmoduckUserRepository.DefaultQueryFields - val GetUserByIdQueryFields: Set[QueryFields] = Set( - QueryFields.Account, - QueryFields.Counts, - QueryFields.ExtendedProfile, - QueryFields.Perspective, - QueryFields.Profile, - QueryFields.ProfileDesign, - QueryFields.ProfileLocation, - QueryFields.Safety, - QueryFields.Roles, - QueryFields.Takedowns, - QueryFields.UrlEntities, - QueryFields.DirectMessageView, - QueryFields.MediaView - ) - - val GetUserByIdUserNameQueryFields: Set[QueryFields] = Set( - QueryFields.Profile - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/GizmoduckModule.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/GizmoduckModule.docx new 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zpjf^e7zSYN5T7F(f;AL+SBqJ9>oYLKg|ag6qnM=53pJ^@q%tQJJY9(%2IvP$!t^&V z-nT)~jCQ;vx;g0cqzH2YieTm-O`@P{N1u2>XtyhaYDb%fK{o+?A_8GTK{?a}lxYcc z{ph2{2>r}eQ2pp*$mm9(_rDQF{As}28%H+)y`zgT;7TL10ob~|=w_k!9T8@oZ9+B+ zwI_*g3VK%yVak(cXsDocywLTdw+9jW>)VmC7;5V GraphFeatureService} -import com.twitter.stitch.Stitch -import javax.inject.{Inject, Singleton} - -@Singleton -class GraphFeatureServiceClient @Inject() ( - graphFeatureService: GraphFeatureService.MethodPerEndpoint) { - - import GraphFeatureServiceClient._ - def getIntersections( - userId: Long, - candidateIds: Seq[Long], - numIntersectionIds: Int - ): Stitch[Map[Long, FollowProof]] = { - Stitch - .callFuture( - graphFeatureService.getPresetIntersection( - GfsPresetIntersectionRequest(userId, candidateIds, WtfTwoHop, Some(numIntersectionIds)) - ) - ).map { - case GfsIntersectionResponse(gfsIntersectionResults) => - (for { - candidateId <- candidateIds - gfsIntersectionResultForCandidate = - gfsIntersectionResults.filter(_.candidateUserId == candidateId) - followProof <- for { - result <- gfsIntersectionResultForCandidate - intersection <- result.intersectionValues - if leftEdgeTypes.contains(intersection.featureType.leftEdgeType) - if rightEdgeTypes.contains(intersection.featureType.rightEdgeType) - intersectionIds <- intersection.intersectionIds.toSeq - } yield FollowProof(intersectionIds, intersection.count.getOrElse(0)) - } yield { - candidateId -> followProof - }).toMap - } - } -} - -object GraphFeatureServiceClient { - val leftEdgeTypes: Set[EdgeType] = Set(EdgeType.Following) - val rightEdgeTypes: Set[EdgeType] = Set(EdgeType.FollowedBy) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/graph_feature_service/GraphFeatureStoreModule.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/graph_feature_service/GraphFeatureStoreModule.docx new file mode 100644 index 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-package com.twitter.follow_recommendations.common.clients.graph_feature_service - -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.follow_recommendations.common.clients.common.BaseClientModule -import com.twitter.graph_feature_service.thriftscala.{Server => GraphFeatureService} - -object GraphFeatureStoreModule - extends BaseClientModule[GraphFeatureService.MethodPerEndpoint] - with MtlsClient { - override val label = "graph_feature_service" - override val dest = "/s/cassowary/graph_feature_service-server" -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/BUILD deleted file mode 100644 index 7432ce040..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/BUILD +++ /dev/null @@ -1,18 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/github/nscala_time", - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "stitch/stitch-socialgraph", - "util/util-core:scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/BUILD.docx 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/ImpressionStoreModule.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/ImpressionStoreModule.scala deleted file mode 100644 index 35b5d7885..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/ImpressionStoreModule.scala +++ /dev/null @@ -1,31 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.impression_store - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.follow_recommendations.thriftscala.DisplayLocation -import com.twitter.inject.TwitterModule -import com.twitter.strato.catalog.Scan.Slice -import com.twitter.strato.client.Client -import com.twitter.strato.thrift.ScroogeConvImplicits._ - -object ImpressionStoreModule extends TwitterModule { - - val columnPath: String = "onboarding/userrecs/wtfImpressionCountsStore" - - type PKey = (Long, DisplayLocation) - type LKey = Long - type Value = (Long, Int) - - @Provides - @Singleton - def providesImpressionStore(stratoClient: Client): WtfImpressionStore = { - new WtfImpressionStore( - stratoClient.scanner[ - (PKey, Slice[LKey]), - Unit, - (PKey, LKey), - Value - ](columnPath) - ) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/WtfImpressionStore.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store/WtfImpressionStore.docx new file mode 100644 index 0000000000000000000000000000000000000000..f0467cf61ed49192d991ed32306c78f4daaa5a24 GIT binary patch literal 37288 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;BLX)-QC?GxLc4waQA;_X3jY?=id9i zUp5a_wSKbJ?yB0mtCeISp)kR~z~I1IzHw_+s1(E|f`fsL!hnHcfLe9M0d`-^?7kSP 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zY~Wwk#3q%opb;za-?-!3A^QMtMkWzv(C|11!_FDz5o?2%PMivCp`HScxq-SJFwg)L zV_=AO1`YUR2HNb$AVgC=mu1(c{}_7D!m6BN9Km<2GR|T$ACsa+W6q6J-Wt@ zHtyg|ppuI~je;l|p94kUbx(4B5qKmTUHg~Yx5Zxrwdb%fFbJS%uLp|2wI>!7U~_fS zk=1*)0M!XgqFX)#7!cr@1E3M5xj?^T)1KELEo20={4~%A85GN_fnfmF4)Hm%Ay`A9 zceR*xw>|?yTqr98KZ;4ud7vg0msIAYf~PCd!vOt2Ntpfy#`!iVn$eDzL^lV0o)lq@ zKoQIwq)8NX?dTIP2<`t$q1w@=VbD!LpNK%1U{DS<0cBbOT|fG$F+%_0N~nJHF=TWj z(EHyABla|4?Tw=wfZowX7%-&~*#K TDisplayLocation} -import com.twitter.stitch.Stitch -import com.twitter.strato.catalog.Scan.Slice -import com.twitter.strato.client.Scanner -import com.twitter.util.Time -import com.twitter.util.logging.Logging -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class WtfImpressionStore @Inject() ( - scanner: Scanner[ - ((Long, TDisplayLocation), Slice[Long]), - Unit, - ((Long, TDisplayLocation), Long), - (Long, Int) - ]) extends Logging { - def get(userId: Long, dl: DisplayLocation): Stitch[Seq[WtfImpression]] = { - val thriftDl = dl.toThrift - scanner.scan(((userId, thriftDl), Slice.all[Long])).map { impressionsPerDl => - val wtfImpressions = - for { - (((_, _), candidateId), (latestTs, counts)) <- impressionsPerDl - } yield WtfImpression( - candidateId = candidateId, - displayLocation = dl, - latestTime = Time.fromMilliseconds(latestTs), - counts = counts - ) - wtfImpressions - } rescue { - // fail open so that the request can still go through - case ex: Throwable => - logger.warn(s"$dl WtfImpressionsStore warn: " + ex.getMessage) - Stitch.Nil - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/BUILD deleted file mode 100644 index 0835d840b..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/BUILD +++ /dev/null @@ -1,14 +0,0 @@ -scala_library( - name = "interests_service", - sources = ["InterestServiceClient.scala"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store/interests", - "interests-service/thrift/src/main/thrift:thrift-scala", - "strato/src/main/scala/com/twitter/strato/catalog", - "strato/src/main/scala/com/twitter/strato/client", - "strato/src/main/scala/com/twitter/strato/data", - "strato/src/main/scala/com/twitter/strato/thrift", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..eac2641cfeea289915aa5ca6c416b0bfd13ab485 GIT binary patch literal 36849 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/InterestServiceClient.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/InterestServiceClient.scala deleted file mode 100644 index 3904cf515..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service/InterestServiceClient.scala +++ /dev/null @@ -1,115 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.interests_service - -import com.google.inject.Inject -import com.google.inject.Singleton -import com.twitter.finagle.stats.NullStatsReceiver -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.InterestedInInterestsFetchKey -import com.twitter.inject.Logging -import com.twitter.interests.thriftscala.InterestId -import com.twitter.interests.thriftscala.InterestRelationship -import com.twitter.interests.thriftscala.InterestedInInterestModel -import com.twitter.interests.thriftscala.UserInterest -import com.twitter.interests.thriftscala.UserInterestData -import com.twitter.interests.thriftscala.UserInterestsResponse -import com.twitter.stitch.Stitch -import com.twitter.strato.client.Client -import com.twitter.strato.thrift.ScroogeConvImplicits._ - -@Singleton -class InterestServiceClient @Inject() ( - stratoClient: Client, - statsReceiver: StatsReceiver = NullStatsReceiver) - extends Logging { - - val interestsServiceStratoColumnPath = "interests/interestedInInterests" - val stats = statsReceiver.scope("interest_service_client") - val errorCounter = stats.counter("error") - - private val interestsFetcher = - stratoClient.fetcher[InterestedInInterestsFetchKey, UserInterestsResponse]( - interestsServiceStratoColumnPath, - checkTypes = true - ) - - def fetchUttInterestIds( - userId: Long - ): Stitch[Seq[Long]] = { - fetchInterestRelationships(userId) - .map(_.toSeq.flatten.flatMap(extractUttInterest)) - } - - def extractUttInterest( - interestRelationShip: InterestRelationship - ): Option[Long] = { - interestRelationShip match { - case InterestRelationship.V1(relationshipV1) => - relationshipV1.interestId match { - case InterestId.SemanticCore(semanticCoreInterest) => Some(semanticCoreInterest.id) - case _ => None - } - case _ => None - } - } - - def fetchCustomInterests( - userId: Long - ): Stitch[Seq[String]] = { - fetchInterestRelationships(userId) - .map(_.toSeq.flatten.flatMap(extractCustomInterest)) - } - - def extractCustomInterest( - interestRelationShip: InterestRelationship - ): Option[String] = { - interestRelationShip match { - case InterestRelationship.V1(relationshipV1) => - relationshipV1.interestId match { - case InterestId.FreeForm(freeFormInterest) => Some(freeFormInterest.interest) - case _ => None - } - case _ => None - } - } - - def fetchInterestRelationships( - userId: Long - ): Stitch[Option[Seq[InterestRelationship]]] = { - interestsFetcher - .fetch( - InterestedInInterestsFetchKey( - userId = userId, - labels = None, - None - )) - .map(_.v) - .map { - case Some(response) => - response.interests.interests.map { interests => - interests.collect { - case UserInterest(_, Some(interestData)) => - getInterestRelationship(interestData) - }.flatten - } - case _ => None - } - .rescue { - case e: Throwable => // we are swallowing all errors - logger.warn(s"interests could not be retrieved for user $userId due to ${e.getCause}") - errorCounter.incr - Stitch.None - } - } - - private def getInterestRelationship( - interestData: UserInterestData - ): Seq[InterestRelationship] = { - interestData match { - case UserInterestData.InterestedIn(interestModels) => - interestModels.collect { - case InterestedInInterestModel.ExplicitModel(model) => model - } - case _ => Nil - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/BUILD deleted file mode 100644 index 37a7f5906..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/BUILD +++ /dev/null @@ -1,14 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-thrift-client", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "phonestorage/server/src/main/thrift/com/twitter/phonestorage/api:phone-storage-service-scala", - "stitch/stitch-core", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..428dd0f6cb1e316c288f3de59902c570111e446d GIT binary patch literal 36902 zcmagEWmp~Awl<2pdvJGmcL)S`w_rgR?kqgGTW|>O?(PmDxLc4waQAPeyZ7GR`1`G@nG^!^7uy--HcQI1; zbTD@|VD_-HZA?~BS`|h6eD;E!!XixSErE(%w&OtSz!;A&S)FmitFy#%A`kI!H^CpS zF{2y`!yKQPcIQjHS|`-y(?qQ&A$ek8kg1hV4q5Dzzy6i^)PiSEDxOSsQD&EDZV;xX zCDZ5KG&eZwZcRVG5k|vi1X53{7RMCI-n+2%M_W7<5>5{tQoE2Ze*W>d^?z zF2kq2F=e-x2|su82MK?v?3X2GYRxR041~4--Y?26?Hhx|AJ*aTD8%pO8!YrWYEDr38bT`Co@QbNoVhft@H`L>%Y6BD~zQSepm`KyqlX?$q$fhX#QuyQX^Ew_Dvd+1@KT1$Mf*3~t1m0>f7h!s|SZ 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/PhoneStorageServiceClient.scala deleted file mode 100644 index 46e76b162..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/PhoneStorageServiceClient.scala +++ /dev/null @@ -1,34 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.phone_storage_service - -import com.twitter.cds.contact_consent_state.thriftscala.PurposeOfProcessing -import com.twitter.phonestorage.api.thriftscala.GetUserPhonesByUsersRequest -import com.twitter.phonestorage.api.thriftscala.PhoneStorageService -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class PhoneStorageServiceClient @Inject() ( - val phoneStorageService: PhoneStorageService.MethodPerEndpoint) { - - /** - * PSS can potentially return multiple phone records. - * The current implementation of getUserPhonesByUsers returns only a single phone for a single user_id but - * we can trivially support handling multiple in case that changes in the future. - */ - def getPhoneNumbers( - userId: Long, - purposeOfProcessing: PurposeOfProcessing, - forceCarrierLookup: Option[Boolean] = None - ): Stitch[Seq[String]] = { - val req = GetUserPhonesByUsersRequest( - userIds = Seq(userId), - forceCarrierLookup = forceCarrierLookup, - purposesOfProcessing = Some(Seq(purposeOfProcessing)) - ) - - Stitch.callFuture(phoneStorageService.getUserPhonesByUsers(req)) map { - _.userPhones.map(_.phoneNumber) - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/PhoneStorageServiceModule.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/PhoneStorageServiceModule.docx new file mode 100644 index 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90767a509..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service/PhoneStorageServiceModule.scala +++ /dev/null @@ -1,12 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.phone_storage_service - -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.follow_recommendations.common.clients.common.BaseClientModule -import com.twitter.phonestorage.api.thriftscala.PhoneStorageService - -object PhoneStorageServiceModule - extends BaseClientModule[PhoneStorageService.MethodPerEndpoint] - with MtlsClient { - override val label = "phone-storage-service" - override val dest = "/s/ibis-ds-api/ibis-ds-api:thrift2" -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/BUILD deleted file mode 100644 index f711bc3e7..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/BUILD +++ /dev/null @@ -1,20 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "strato/config/columns/ml/featureStore:featureStore-strato-client", - "strato/config/columns/onboarding/userrecs:userrecs-strato-client", - "strato/src/main/scala/com/twitter/strato/client", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..a0ab7d9379483f1eb5823f5edf1890213e1f54bb GIT binary patch literal 36987 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-package com.twitter.follow_recommendations.common.clients.real_time_real_graph - -import com.twitter.conversions.DurationOps._ -import com.twitter.util.Time - -object EngagementScorer { - private[real_time_real_graph] val MemoryDecayHalfLife = 24.hour - private val ScoringFunctionBase = 0.5 - - def apply( - engagements: Map[Long, Seq[Engagement]], - engagementScoreMap: Map[EngagementType, Double], - minScore: Double = 0.0 - ): Seq[(Long, Double, Seq[EngagementType])] = { - val now = Time.now - engagements - .mapValues { engags => - val totalScore = engags.map { engagement => score(engagement, now, engagementScoreMap) }.sum - val engagementProof = getEngagementProof(engags, engagementScoreMap) - (totalScore, engagementProof) - } - .collect { case (uid, (score, proof)) if score > minScore => (uid, score, proof) } - .toSeq - .sortBy(-_._2) - } - - /** - * The engagement score is the base score decayed via timestamp, loosely model the human memory forgetting - * curve, see https://en.wikipedia.org/wiki/Forgetting_curve - */ - private[real_time_real_graph] def score( - engagement: Engagement, - now: Time, - engagementScoreMap: Map[EngagementType, Double] - ): Double = { - val timeLapse = math.max(now.inMillis - engagement.timestamp, 0) - val engagementScore = engagementScoreMap.getOrElse(engagement.engagementType, 0.0) - engagementScore * math.pow( - ScoringFunctionBase, - timeLapse.toDouble / MemoryDecayHalfLife.inMillis) - } - - private def getEngagementProof( - engagements: Seq[Engagement], - engagementScoreMap: Map[EngagementType, Double] - ): Seq[EngagementType] = { - - val filteredEngagement = engagements - .collectFirst { - case engagement - if engagement.engagementType != EngagementType.Click - && engagementScoreMap.get(engagement.engagementType).exists(_ > 0.0) => - engagement.engagementType - } - - Seq(filteredEngagement.getOrElse(EngagementType.Click)) - } -} diff --git 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zg|*MzAs$5IRR;8w7EEiE)Opj{@T_zE$dX|(a-iOgEG~;y~Iwhg>V%bM(rIz%dp(OFO7Kz|zF*T(4mDn%$%x-3ZmdrS8?b|%w6)6|Y=qR3$BL#lEcRwq5 zq-QiMB*(Y8E6pJo(^p8VTI}lkolYoqAEm|_(-&USgV-iZlg)ML&$0%@2VVjP#xA!8 zvirX*VMFvo28U=*?Y}L>nQ(IbG;1~`8@t-Skf6mSusmG`Ci%D6Z}0SYvp?6~|GCF*DgcQ(2Z31&{D`Cfv zgABF-fZYKw8I1A7qfZgMFuwLH-WgPYpk!|P6?~Kq=8@q)Xz)trdJanb=i{%s_E0b? z0&eXFKGFe#V(Y+Bu;u5s$K|rmY9<JP5*)6u_} Z*n02K%A60hpcShU1Drtf_z=Hx_b&<&nlS(X literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/RealTimeRealGraphClient.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/RealTimeRealGraphClient.scala deleted file mode 100644 index 16fedc8a0..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/real_time_real_graph/RealTimeRealGraphClient.scala +++ /dev/null @@ -1,128 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.real_time_real_graph - -import com.google.inject.Inject -import com.google.inject.Singleton -import com.twitter.conversions.DurationOps._ -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.stitch.Stitch -import com.twitter.strato.generated.client.ml.featureStore.TimelinesUserVertexOnUserClientColumn -import com.twitter.strato.generated.client.onboarding.userrecs.RealGraphScoresMhOnUserClientColumn -import com.twitter.util.Duration -import com.twitter.util.Time -import com.twitter.wtf.real_time_interaction_graph.thriftscala._ - -@Singleton -class RealTimeRealGraphClient @Inject() ( - timelinesUserVertexOnUserClientColumn: TimelinesUserVertexOnUserClientColumn, - realGraphScoresMhOnUserClientColumn: RealGraphScoresMhOnUserClientColumn) { - - def mapUserVertexToEngagementAndFilter(userVertex: UserVertex): Map[Long, Seq[Engagement]] = { - val minTimestamp = (Time.now - RealTimeRealGraphClient.MaxEngagementAge).inMillis - userVertex.outgoingInteractionMap.mapValues { interactions => - interactions - .flatMap { interaction => RealTimeRealGraphClient.toEngagement(interaction) }.filter( - _.timestamp >= minTimestamp) - }.toMap - } - - def getRecentProfileViewEngagements(userId: Long): Stitch[Map[Long, Seq[Engagement]]] = { - timelinesUserVertexOnUserClientColumn.fetcher - .fetch(userId).map(_.v).map { input => - input - .map { userVertex => - val targetToEngagements = mapUserVertexToEngagementAndFilter(userVertex) - targetToEngagements.mapValues { engagements => - engagements.filter(engagement => - engagement.engagementType == EngagementType.ProfileView) - } - }.getOrElse(Map.empty) - } - } - - def getUsersRecentlyEngagedWith( - userId: Long, - engagementScoreMap: Map[EngagementType, Double], - includeDirectFollowCandidates: Boolean, - includeNonDirectFollowCandidates: Boolean - ): Stitch[Seq[CandidateUser]] = { - val isNewUser = - SnowflakeId.timeFromIdOpt(userId).exists { signupTime => - (Time.now - signupTime) < RealTimeRealGraphClient.MaxNewUserAge - } - val updatedEngagementScoreMap = - if (isNewUser) - engagementScoreMap + (EngagementType.ProfileView -> RealTimeRealGraphClient.ProfileViewScore) - else engagementScoreMap - - Stitch - .join( - timelinesUserVertexOnUserClientColumn.fetcher.fetch(userId).map(_.v), - realGraphScoresMhOnUserClientColumn.fetcher.fetch(userId).map(_.v)).map { - case (Some(userVertex), Some(neighbors)) => - val engagements = mapUserVertexToEngagementAndFilter(userVertex) - - val candidatesAndScores: Seq[(Long, Double, Seq[EngagementType])] = - EngagementScorer.apply(engagements, engagementScoreMap = updatedEngagementScoreMap) - - val directNeighbors = neighbors.candidates.map(_._1).toSet - val (directFollows, nonDirectFollows) = candidatesAndScores - .partition { - case (id, _, _) => directNeighbors.contains(id) - } - - val candidates = - (if (includeNonDirectFollowCandidates) nonDirectFollows else Seq.empty) ++ - (if (includeDirectFollowCandidates) - directFollows.take(RealTimeRealGraphClient.MaxNumDirectFollow) - else Seq.empty) - - candidates.map { - case (id, score, proof) => - CandidateUser(id, Some(score)) - } - - case _ => Nil - } - } - - def getRealGraphWeights(userId: Long): Stitch[Map[Long, Double]] = - realGraphScoresMhOnUserClientColumn.fetcher - .fetch(userId) - .map( - _.v - .map(_.candidates.map(candidate => (candidate.userId, candidate.score)).toMap) - .getOrElse(Map.empty[Long, Double])) -} - -object RealTimeRealGraphClient { - private def toEngagement(interaction: Interaction): Option[Engagement] = { - // We do not include SoftFollow since it's deprecated - interaction match { - case Interaction.Retweet(Retweet(timestamp)) => - Some(Engagement(EngagementType.Retweet, timestamp)) - case Interaction.Favorite(Favorite(timestamp)) => - Some(Engagement(EngagementType.Like, timestamp)) - case Interaction.Click(Click(timestamp)) => Some(Engagement(EngagementType.Click, timestamp)) - case Interaction.Mention(Mention(timestamp)) => - Some(Engagement(EngagementType.Mention, timestamp)) - case Interaction.ProfileView(ProfileView(timestamp)) => - Some(Engagement(EngagementType.ProfileView, timestamp)) - case _ => None - } - } - - val MaxNumDirectFollow = 50 - val MaxEngagementAge: Duration = 14.days - val MaxNewUserAge: Duration = 30.days - val ProfileViewScore = 0.4 - val EngagementScoreMap = Map( - EngagementType.Like -> 1.0, - EngagementType.Retweet -> 1.0, - EngagementType.Mention -> 1.0 - ) - val StrongEngagementScoreMap = Map( - EngagementType.Like -> 1.0, - EngagementType.Retweet -> 1.0, - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/BUILD deleted file mode 100644 index 58b5001fd..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/BUILD +++ /dev/null @@ -1,26 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/github/nscala_time", - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "escherbird/src/scala/com/twitter/escherbird/util/stitchcache", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-thrift-client/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "socialgraph/server/src/main/scala/com/twitter/socialgraph/util", - "src/thrift/com/twitter/socialgraph:thrift-scala", - "stitch/stitch-socialgraph", - "strato/config/columns/onboarding/socialGraphService:socialGraphService-strato-client", - "strato/src/main/scala/com/twitter/strato/client", - "util/util-core:scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..284373657b1284d81f4ea665510c68453a82a016 GIT binary patch literal 37084 zcmagFWmsIxwl<2pdvJGmcL?t8L4!6D92yVq0fM``ySs z@NsWU#qDLn&z<~1!e1)uWr>+uE7LX|p)G*-Yq-g|ru1i%hJ*o^TDM7tdS@$5r@GbN 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pjLH$mix^L=2mj!U;{P+nj;cc)bqZhx{hU>dAWL9+WTyW7_doT{^jZJ_ literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphClient.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphClient.scala deleted file mode 100644 index 3ad90b5ed..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphClient.scala +++ /dev/null @@ -1,421 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.socialgraph - -import com.twitter.escherbird.util.stitchcache.StitchCache -import com.twitter.finagle.stats.NullStatsReceiver -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.StatsUtil -import com.twitter.follow_recommendations.common.models.FollowProof -import com.twitter.follow_recommendations.common.models.UserIdWithTimestamp -import com.twitter.inject.Logging -import com.twitter.socialgraph.thriftscala.EdgesRequest -import com.twitter.socialgraph.thriftscala.IdsRequest -import com.twitter.socialgraph.thriftscala.IdsResult -import com.twitter.socialgraph.thriftscala.LookupContext -import com.twitter.socialgraph.thriftscala.OverCapacity -import com.twitter.socialgraph.thriftscala.PageRequest -import com.twitter.socialgraph.thriftscala.RelationshipType -import com.twitter.socialgraph.thriftscala.SrcRelationship -import com.twitter.socialgraph.util.ByteBufferUtil -import com.twitter.stitch.Stitch -import com.twitter.stitch.socialgraph.SocialGraph -import com.twitter.strato.client.Fetcher -import com.twitter.strato.generated.client.onboarding.socialGraphService.IdsClientColumn -import com.twitter.util.Duration -import com.twitter.util.Time -import java.nio.ByteBuffer -import javax.inject.Inject -import javax.inject.Singleton - -case class RecentEdgesQuery( - userId: Long, - relations: Seq[RelationshipType], - // prefer to default value to better utilize the caching function of stitch - count: Option[Int] = Some(SocialGraphClient.MaxQuerySize), - performUnion: Boolean = true, - recentEdgesWindowOpt: Option[Duration] = None, - targets: Option[Seq[Long]] = None) - -case class EdgeRequestQuery( - userId: Long, - relation: RelationshipType, - count: Option[Int] = Some(SocialGraphClient.MaxQuerySize), - performUnion: Boolean = true, - recentEdgesWindowOpt: Option[Duration] = None, - targets: Option[Seq[Long]] = None) - -@Singleton -class SocialGraphClient @Inject() ( - socialGraph: SocialGraph, - idsClientColumn: IdsClientColumn, - statsReceiver: StatsReceiver = NullStatsReceiver) - extends Logging { - - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val cacheStats = stats.scope("cache") - private val getIntersectionsStats = stats.scope("getIntersections") - private val getIntersectionsFromCachedColumnStats = - stats.scope("getIntersectionsFromCachedColumn") - private val getRecentEdgesStats = stats.scope("getRecentEdges") - private val getRecentEdgesCachedStats = stats.scope("getRecentEdgesCached") - private val getRecentEdgesFromCachedColumnStats = stats.scope("getRecentEdgesFromCachedColumn") - private val getRecentEdgesCachedInternalStats = stats.scope("getRecentEdgesCachedInternal") - private val getRecentEdgesWithTimeStats = stats.scope("getRecentEdgesWithTime") - - val sgsIdsFetcher: Fetcher[IdsRequest, Unit, IdsResult] = idsClientColumn.fetcher - - private val recentEdgesCache = StitchCache[RecentEdgesQuery, Seq[Long]]( - maxCacheSize = SocialGraphClient.MaxCacheSize, - ttl = SocialGraphClient.CacheTTL, - statsReceiver = cacheStats, - underlyingCall = getRecentEdges - ) - - def getRecentEdgesCached( - rq: RecentEdgesQuery, - useCachedStratoColumn: Boolean = true - ): Stitch[Seq[Long]] = { - getRecentEdgesCachedStats.counter("requests").incr() - if (useCachedStratoColumn) { - getRecentEdgesFromCachedColumn(rq) - } else { - StatsUtil.profileStitch( - getRecentEdgesCachedInternal(rq), - getRecentEdgesCachedInternalStats - ) - } - } - - def getRecentEdgesCachedInternal(rq: RecentEdgesQuery): Stitch[Seq[Long]] = { - recentEdgesCache.readThrough(rq) - } - - def getRecentEdgesFromCachedColumn(rq: RecentEdgesQuery): Stitch[Seq[Long]] = { - val pageRequest = rq.recentEdgesWindowOpt match { - case Some(recentEdgesWindow) => - PageRequest( - count = rq.count, - cursor = Some(getEdgeCursor(recentEdgesWindow)), - selectAll = Some(true) - ) - case _ => PageRequest(count = rq.count) - } - val idsRequest = IdsRequest( - rq.relations.map { relationshipType => - SrcRelationship( - source = rq.userId, - relationshipType = relationshipType, - targets = rq.targets - ) - }, - pageRequest = Some(pageRequest), - context = Some(LookupContext(performUnion = Some(rq.performUnion))) - ) - - val socialGraphStitch = sgsIdsFetcher - .fetch(idsRequest, Unit) - .map(_.v) - .map { result => - result - .map { idResult => - val userIds: Seq[Long] = idResult.ids - getRecentEdgesFromCachedColumnStats.stat("num_edges").add(userIds.size) - userIds - }.getOrElse(Seq.empty) - } - .rescue { - case e: Exception => - stats.counter(e.getClass.getSimpleName).incr() - Stitch.Nil - } - - StatsUtil.profileStitch( - socialGraphStitch, - getRecentEdgesFromCachedColumnStats - ) - } - - def getRecentEdges(rq: RecentEdgesQuery): Stitch[Seq[Long]] = { - val pageRequest = rq.recentEdgesWindowOpt match { - case Some(recentEdgesWindow) => - PageRequest( - count = rq.count, - cursor = Some(getEdgeCursor(recentEdgesWindow)), - selectAll = Some(true) - ) - case _ => PageRequest(count = rq.count) - } - val socialGraphStitch = socialGraph - .ids( - IdsRequest( - rq.relations.map { relationshipType => - SrcRelationship( - source = rq.userId, - relationshipType = relationshipType, - targets = rq.targets - ) - }, - pageRequest = Some(pageRequest), - context = Some(LookupContext(performUnion = Some(rq.performUnion))) - ) - ) - .map { idsResult => - val userIds: Seq[Long] = idsResult.ids - getRecentEdgesStats.stat("num_edges").add(userIds.size) - userIds - } - .rescue { - case e: OverCapacity => - stats.counter(e.getClass.getSimpleName).incr() - logger.warn("SGS Over Capacity", e) - Stitch.Nil - } - StatsUtil.profileStitch( - socialGraphStitch, - getRecentEdgesStats - ) - } - - // This method return recent edges of (userId, timeInMs) - def getRecentEdgesWithTime(rq: EdgeRequestQuery): Stitch[Seq[UserIdWithTimestamp]] = { - val pageRequest = rq.recentEdgesWindowOpt match { - case Some(recentEdgesWindow) => - PageRequest( - count = rq.count, - cursor = Some(getEdgeCursor(recentEdgesWindow)), - selectAll = Some(true) - ) - case _ => PageRequest(count = rq.count) - } - - val socialGraphStitch = socialGraph - .edges( - EdgesRequest( - SrcRelationship( - source = rq.userId, - relationshipType = rq.relation, - targets = rq.targets - ), - pageRequest = Some(pageRequest), - context = Some(LookupContext(performUnion = Some(rq.performUnion))) - ) - ) - .map { edgesResult => - val userIds = edgesResult.edges.map { socialEdge => - UserIdWithTimestamp(socialEdge.target, socialEdge.updatedAt) - } - getRecentEdgesWithTimeStats.stat("num_edges").add(userIds.size) - userIds - } - .rescue { - case e: OverCapacity => - stats.counter(e.getClass.getSimpleName).incr() - logger.warn("SGS Over Capacity", e) - Stitch.Nil - } - StatsUtil.profileStitch( - socialGraphStitch, - getRecentEdgesWithTimeStats - ) - } - - // This method returns the cursor for a time duration, such that all the edges returned by SGS will be created - // in the range (now-window, now) - def getEdgeCursor(window: Duration): ByteBuffer = { - val cursorInLong = (-(Time.now - window).inMilliseconds) << 20 - ByteBufferUtil.fromLong(cursorInLong) - } - - // notice that this is more expensive but more realtime than the GFS one - def getIntersections( - userId: Long, - candidateIds: Seq[Long], - numIntersectionIds: Int - ): Stitch[Map[Long, FollowProof]] = { - val socialGraphStitch: Stitch[Map[Long, FollowProof]] = Stitch - .collect(candidateIds.map { candidateId => - socialGraph - .ids( - IdsRequest( - Seq( - SrcRelationship(userId, RelationshipType.Following), - SrcRelationship(candidateId, RelationshipType.FollowedBy) - ), - pageRequest = Some(PageRequest(count = Some(numIntersectionIds))) - ) - ).map { idsResult => - getIntersectionsStats.stat("num_edges").add(idsResult.ids.size) - (candidateId -> FollowProof(idsResult.ids, idsResult.ids.size)) - } - }).map(_.toMap) - .rescue { - case e: OverCapacity => - stats.counter(e.getClass.getSimpleName).incr() - logger.warn("social graph over capacity in hydrating social proof", e) - Stitch.value(Map.empty) - } - StatsUtil.profileStitch( - socialGraphStitch, - getIntersectionsStats - ) - } - - def getIntersectionsFromCachedColumn( - userId: Long, - candidateIds: Seq[Long], - numIntersectionIds: Int - ): Stitch[Map[Long, FollowProof]] = { - val socialGraphStitch: Stitch[Map[Long, FollowProof]] = Stitch - .collect(candidateIds.map { candidateId => - val idsRequest = IdsRequest( - Seq( - SrcRelationship(userId, RelationshipType.Following), - SrcRelationship(candidateId, RelationshipType.FollowedBy) - ), - pageRequest = Some(PageRequest(count = Some(numIntersectionIds))) - ) - - sgsIdsFetcher - .fetch(idsRequest, Unit) - .map(_.v) - .map { resultOpt => - resultOpt.map { idsResult => - getIntersectionsFromCachedColumnStats.stat("num_edges").add(idsResult.ids.size) - candidateId -> FollowProof(idsResult.ids, idsResult.ids.size) - } - } - }).map(_.flatten.toMap) - .rescue { - case e: Exception => - stats.counter(e.getClass.getSimpleName).incr() - Stitch.value(Map.empty) - } - StatsUtil.profileStitch( - socialGraphStitch, - getIntersectionsFromCachedColumnStats - ) - } - - def getInvalidRelationshipUserIds( - userId: Long, - maxNumRelationship: Int = SocialGraphClient.MaxNumInvalidRelationship - ): Stitch[Seq[Long]] = { - getRecentEdges( - RecentEdgesQuery( - userId, - SocialGraphClient.InvalidRelationshipTypes, - Some(maxNumRelationship) - ) - ) - } - - def getInvalidRelationshipUserIdsFromCachedColumn( - userId: Long, - maxNumRelationship: Int = SocialGraphClient.MaxNumInvalidRelationship - ): Stitch[Seq[Long]] = { - getRecentEdgesFromCachedColumn( - RecentEdgesQuery( - userId, - SocialGraphClient.InvalidRelationshipTypes, - Some(maxNumRelationship) - ) - ) - } - - def getRecentFollowedUserIds(userId: Long): Stitch[Seq[Long]] = { - getRecentEdges( - RecentEdgesQuery( - userId, - Seq(RelationshipType.Following) - ) - ) - } - - def getRecentFollowedUserIdsFromCachedColumn(userId: Long): Stitch[Seq[Long]] = { - getRecentEdgesFromCachedColumn( - RecentEdgesQuery( - userId, - Seq(RelationshipType.Following) - ) - ) - } - - def getRecentFollowedUserIdsWithTime(userId: Long): Stitch[Seq[UserIdWithTimestamp]] = { - getRecentEdgesWithTime( - EdgeRequestQuery( - userId, - RelationshipType.Following - ) - ) - } - - def getRecentFollowedByUserIds(userId: Long): Stitch[Seq[Long]] = { - getRecentEdges( - RecentEdgesQuery( - userId, - Seq(RelationshipType.FollowedBy) - ) - ) - } - - def getRecentFollowedByUserIdsFromCachedColumn(userId: Long): Stitch[Seq[Long]] = { - getRecentEdgesFromCachedColumn( - RecentEdgesQuery( - userId, - Seq(RelationshipType.FollowedBy) - ) - ) - } - - def getRecentFollowedUserIdsWithTimeWindow( - userId: Long, - timeWindow: Duration - ): Stitch[Seq[Long]] = { - getRecentEdges( - RecentEdgesQuery( - userId, - Seq(RelationshipType.Following), - recentEdgesWindowOpt = Some(timeWindow) - ) - ) - } -} - -object SocialGraphClient { - - val MaxQuerySize: Int = 500 - val MaxCacheSize: Int = 5000000 - // Ref: src/thrift/com/twitter/socialgraph/social_graph_service.thrift - val MaxNumInvalidRelationship: Int = 5000 - val CacheTTL: Duration = Duration.fromHours(24) - - val InvalidRelationshipTypes: Seq[RelationshipType] = Seq( - RelationshipType.HideRecommendations, - RelationshipType.Blocking, - RelationshipType.BlockedBy, - RelationshipType.Muting, - RelationshipType.MutedBy, - RelationshipType.ReportedAsSpam, - RelationshipType.ReportedAsSpamBy, - RelationshipType.ReportedAsAbuse, - RelationshipType.ReportedAsAbuseBy, - RelationshipType.FollowRequestOutgoing, - RelationshipType.Following, - RelationshipType.UsedToFollow, - ) - - /** - * - * Whether to call SGS to validate each candidate based on the number of invalid relationship users - * prefetched during request building step. This aims to not omit any invalid candidates that are - * not filtered out in previous steps. - * If the number is 0, this might be a fail-opened SGS call. - * If the number is larger or equal to 5000, this could hit SGS page size limit. - * Both cases account for a small percentage of the total traffic (<5%). - * - * @param numInvalidRelationshipUsers number of invalid relationship users fetched from getInvalidRelationshipUserIds - * @return whether to enable post-ranker SGS predicate - */ - def enablePostRankerSgsPredicate(numInvalidRelationshipUsers: Int): Boolean = { - numInvalidRelationshipUsers == 0 || numInvalidRelationshipUsers >= MaxNumInvalidRelationship - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphModule.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphModule.docx new file mode 100644 index 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphModule.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphModule.scala deleted file mode 100644 index 5a97448d1..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph/SocialGraphModule.scala +++ /dev/null @@ -1,25 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.socialgraph - -import com.google.inject.Provides -import com.twitter.finagle.ThriftMux -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.follow_recommendations.common.clients.common.BaseClientModule -import com.twitter.socialgraph.thriftscala.SocialGraphService -import com.twitter.stitch.socialgraph.SocialGraph -import javax.inject.Singleton - -object SocialGraphModule - extends BaseClientModule[SocialGraphService.MethodPerEndpoint] - with MtlsClient { - override val label = "social-graph-service" - override val dest = "/s/socialgraph/socialgraph" - - override def configureThriftMuxClient(client: ThriftMux.Client): ThriftMux.Client = - client.withSessionQualifier.noFailFast - - @Provides - @Singleton - def providesStitchClient(futureIface: SocialGraphService.MethodPerEndpoint): SocialGraph = { - SocialGraph(futureIface) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/BUILD deleted file mode 100644 index 3661887c8..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/BUILD +++ /dev/null @@ -1,30 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "src/scala/com/twitter/onboarding/relevance/candidate_generation/utt/models", - "src/thrift/com/twitter/core_workflows/user_model:user_model-scala", - "src/thrift/com/twitter/frigate/data_pipeline:frigate-user-history-thrift-scala", - "src/thrift/com/twitter/hermit/candidate:hermit-candidate-scala", - "src/thrift/com/twitter/hermit/pop_geo:hermit-pop-geo-scala", - "src/thrift/com/twitter/onboarding/relevance/relatable_accounts:relatable_accounts-scala", - "src/thrift/com/twitter/onboarding/relevance/store:store-scala", - "src/thrift/com/twitter/recos/user_user_graph:user_user_graph-scala", - "src/thrift/com/twitter/search/account_search/extended_network:extended_network_users-scala", - "src/thrift/com/twitter/service/metastore/gen:thrift-scala", - "src/thrift/com/twitter/wtf/candidate:wtf-candidate-scala", - "src/thrift/com/twitter/wtf/ml:wtf-ml-output-thrift-scala", - "src/thrift/com/twitter/wtf/real_time_interaction_graph:wtf-real_time_interaction_graph-thrift-scala", - "src/thrift/com/twitter/wtf/triangular_loop:triangular_loop-scala", - "strato/src/main/scala/com/twitter/strato/client", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/BUILD.docx new file mode 100644 index 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zK7N7-$X%&GAeJNYFks7navKki-yOA|qrmsqz~SbEk~f|Wbi_gB06_S<0q6cZxjT}V zO$KPZ3uub(NaG1WOnV^z|C#>^`E4(tD!48rNP<9?M${nYBcvVRavYGneF9w_4$76} zeL(&~$)9>81?I{TG1==S$vNb8(nF3w;7`skMHF&5dEw HermitCandidates} -import com.twitter.hermit.pop_geo.thriftscala.PopUsersInPlace -import com.twitter.onboarding.relevance.relatable_accounts.thriftscala.RelatableAccounts -import com.twitter.inject.TwitterModule -import com.twitter.onboarding.relevance.candidates.thriftscala.InterestBasedUserRecommendations -import com.twitter.onboarding.relevance.candidates.thriftscala.UTTInterest -import com.twitter.onboarding.relevance.store.thriftscala.WhoToFollowDismissEventDetails -import com.twitter.recos.user_user_graph.thriftscala.RecommendUserRequest -import com.twitter.recos.user_user_graph.thriftscala.RecommendUserResponse -import com.twitter.service.metastore.gen.thriftscala.UserRecommendabilityFeatures -import com.twitter.strato.catalog.Scan.Slice -import com.twitter.strato.client.Strato.{Client => StratoClient} -import com.twitter.strato.client.Client -import com.twitter.strato.client.Fetcher -import com.twitter.strato.client.Scanner -import com.twitter.strato.thrift.ScroogeConvImplicits._ -import com.twitter.wtf.candidate.thriftscala.CandidateSeq -import com.twitter.wtf.ml.thriftscala.CandidateFeatures -import com.twitter.wtf.real_time_interaction_graph.thriftscala.Interaction -import com.twitter.wtf.triangular_loop.thriftscala.{Candidates => TriangularLoopCandidates} -import com.twitter.strato.opcontext.Attribution._ - -object StratoClientModule extends TwitterModule { - - // column paths - val CosineFollowPath = "recommendations/similarity/similarUsersByFollowGraph.User" - val CosineListPath = "recommendations/similarity/similarUsersByListGraph.User" - val CuratedCandidatesPath = "onboarding/curatedAccounts" - val CuratedFilteredAccountsPath = "onboarding/filteredAccountsFromRecommendations" - val PopUsersInPlacePath = "onboarding/userrecs/popUsersInPlace" - val ProfileSidebarBlacklistPath = "recommendations/hermit/profile-sidebar-blacklist" - val RealTimeInteractionsPath = "hmli/realTimeInteractions" - val SimsPath = "recommendations/similarity/similarUsersBySims.User" - val DBV2SimsPath = "onboarding/userrecs/newSims.User" - val TriangularLoopsPath = "onboarding/userrecs/triangularLoops.User" - val TwoHopRandomWalkPath = "onboarding/userrecs/twoHopRandomWalk.User" - val UserRecommendabilityPath = "onboarding/userRecommendabilityWithLongKeys.User" - val UTTAccountRecommendationsPath = "onboarding/userrecs/utt_account_recommendations" - val UttSeedAccountsRecommendationPath = "onboarding/userrecs/utt_seed_accounts" - val UserStatePath = "onboarding/userState.User" - val WTFPostNuxFeaturesPath = "ml/featureStore/onboarding/wtfPostNuxFeatures.User" - val ElectionCandidatesPath = "onboarding/electionAccounts" - val UserUserGraphPath = "recommendations/userUserGraph" - val WtfDissmissEventsPath = "onboarding/wtfDismissEvents" - val RelatableAccountsPath = "onboarding/userrecs/relatableAccounts" - val ExtendedNetworkCandidatesPath = "search/account_search/extendedNetworkCandidatesMH" - val LabeledNotificationPath = "frigate/magicrecs/labeledPushRecsAggregated.User" - - @Provides - @Singleton - def stratoClient(serviceIdentifier: ServiceIdentifier): Client = { - val timeoutBudget = 500.milliseconds - StratoClient( - ThriftMux.client - .withRequestTimeout(timeoutBudget) - .withProtocolFactory(Protocols.binaryFactory( - stringLengthLimit = StringLengthLimit, - containerLengthLimit = ContainerLengthLimit))) - .withMutualTls(serviceIdentifier) - .build() - } - - // add strato putters, fetchers, scanners below: - @Provides - @Singleton - @Named(GuiceNamedConstants.COSINE_FOLLOW_FETCHER) - def cosineFollowFetcher(stratoClient: Client): Fetcher[Long, Unit, HermitCandidates] = - stratoClient.fetcher[Long, Unit, HermitCandidates](CosineFollowPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.COSINE_LIST_FETCHER) - def cosineListFetcher(stratoClient: Client): Fetcher[Long, Unit, HermitCandidates] = - stratoClient.fetcher[Long, Unit, HermitCandidates](CosineListPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.CURATED_COMPETITOR_ACCOUNTS_FETCHER) - def curatedBlacklistedAccountsFetcher(stratoClient: Client): Fetcher[String, Unit, Seq[Long]] = - stratoClient.fetcher[String, Unit, Seq[Long]](CuratedFilteredAccountsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.CURATED_CANDIDATES_FETCHER) - def curatedCandidatesFetcher(stratoClient: Client): Fetcher[String, Unit, Seq[Long]] = - stratoClient.fetcher[String, Unit, Seq[Long]](CuratedCandidatesPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.POP_USERS_IN_PLACE_FETCHER) - def popUsersInPlaceFetcher(stratoClient: Client): Fetcher[String, Unit, PopUsersInPlace] = - stratoClient.fetcher[String, Unit, PopUsersInPlace](PopUsersInPlacePath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.RELATABLE_ACCOUNTS_FETCHER) - def relatableAccountsFetcher(stratoClient: Client): Fetcher[String, Unit, RelatableAccounts] = - stratoClient.fetcher[String, Unit, RelatableAccounts](RelatableAccountsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.PROFILE_SIDEBAR_BLACKLIST_SCANNER) - def profileSidebarBlacklistScanner( - stratoClient: Client - ): Scanner[(Long, Slice[Long]), Unit, (Long, Long), Unit] = - stratoClient.scanner[(Long, Slice[Long]), Unit, (Long, Long), Unit](ProfileSidebarBlacklistPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.REAL_TIME_INTERACTIONS_FETCHER) - def realTimeInteractionsFetcher( - stratoClient: Client - ): Fetcher[(Long, Long), Unit, Seq[Interaction]] = - stratoClient.fetcher[(Long, Long), Unit, Seq[Interaction]](RealTimeInteractionsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.SIMS_FETCHER) - def simsFetcher(stratoClient: Client): Fetcher[Long, Unit, HermitCandidates] = - stratoClient.fetcher[Long, Unit, HermitCandidates](SimsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.DBV2_SIMS_FETCHER) - def dbv2SimsFetcher(stratoClient: Client): Fetcher[Long, Unit, HermitCandidates] = - stratoClient.fetcher[Long, Unit, HermitCandidates](DBV2SimsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.TRIANGULAR_LOOPS_FETCHER) - def triangularLoopsFetcher(stratoClient: Client): Fetcher[Long, Unit, TriangularLoopCandidates] = - stratoClient.fetcher[Long, Unit, TriangularLoopCandidates](TriangularLoopsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.TWO_HOP_RANDOM_WALK_FETCHER) - def twoHopRandomWalkFetcher(stratoClient: Client): Fetcher[Long, Unit, CandidateSeq] = - stratoClient.fetcher[Long, Unit, CandidateSeq](TwoHopRandomWalkPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.USER_RECOMMENDABILITY_FETCHER) - def userRecommendabilityFetcher( - stratoClient: Client - ): Fetcher[Long, Unit, UserRecommendabilityFeatures] = - stratoClient.fetcher[Long, Unit, UserRecommendabilityFeatures](UserRecommendabilityPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.USER_STATE_FETCHER) - def userStateFetcher(stratoClient: Client): Fetcher[Long, Unit, CondensedUserState] = - stratoClient.fetcher[Long, Unit, CondensedUserState](UserStatePath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.UTT_ACCOUNT_RECOMMENDATIONS_FETCHER) - def uttAccountRecommendationsFetcher( - stratoClient: Client - ): Fetcher[UTTInterest, Unit, InterestBasedUserRecommendations] = - stratoClient.fetcher[UTTInterest, Unit, InterestBasedUserRecommendations]( - UTTAccountRecommendationsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.UTT_SEED_ACCOUNTS_FETCHER) - def uttSeedAccountRecommendationsFetcher( - stratoClient: Client - ): Fetcher[UTTInterest, Unit, InterestBasedUserRecommendations] = - stratoClient.fetcher[UTTInterest, Unit, InterestBasedUserRecommendations]( - UttSeedAccountsRecommendationPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.ELECTION_CANDIDATES_FETCHER) - def electionCandidatesFetcher(stratoClient: Client): Fetcher[String, Unit, Seq[Long]] = - stratoClient.fetcher[String, Unit, Seq[Long]](ElectionCandidatesPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.USER_USER_GRAPH_FETCHER) - def userUserGraphFetcher( - stratoClient: Client - ): Fetcher[RecommendUserRequest, Unit, RecommendUserResponse] = - stratoClient.fetcher[RecommendUserRequest, Unit, RecommendUserResponse](UserUserGraphPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.POST_NUX_WTF_FEATURES_FETCHER) - def wtfPostNuxFeaturesFetcher(stratoClient: Client): Fetcher[Long, Unit, CandidateFeatures] = { - val attribution = ManhattanAppId("starbuck", "wtf_starbuck") - stratoClient - .fetcher[Long, Unit, CandidateFeatures](WTFPostNuxFeaturesPath) - .withAttribution(attribution) - } - - @Provides - @Singleton - @Named(GuiceNamedConstants.EXTENDED_NETWORK) - def extendedNetworkFetcher( - stratoClient: Client - ): Fetcher[ExtendedNetworkUserKey, Unit, ExtendedNetworkUserVal] = { - stratoClient - .fetcher[ExtendedNetworkUserKey, Unit, ExtendedNetworkUserVal](ExtendedNetworkCandidatesPath) - } - - @Provides - @Singleton - @Named(GuiceNamedConstants.DISMISS_STORE_SCANNER) - def dismissStoreScanner( - stratoClient: Client - ): Scanner[ - (Long, Slice[(Long, Long)]), - Unit, - (Long, (Long, Long)), - WhoToFollowDismissEventDetails - ] = - stratoClient.scanner[ - (Long, Slice[(Long, Long)]), // PKEY: userId, LKEY: (-ts, candidateId) - Unit, - (Long, (Long, Long)), - WhoToFollowDismissEventDetails - ](WtfDissmissEventsPath) - - @Provides - @Singleton - @Named(GuiceNamedConstants.LABELED_NOTIFICATION_FETCHER) - def labeledNotificationFetcher( - stratoClient: Client - ): Fetcher[Long, Unit, LatestEvents] = { - stratoClient - .fetcher[Long, Unit, LatestEvents](LabeledNotificationPath) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/user_state/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/user_state/BUILD deleted file mode 100644 index 16a82a302..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/user_state/BUILD +++ /dev/null @@ -1,17 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/cache", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - 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client to memcache cluster - val bijection = new ThriftEnumOptionBijection[UserState](UserState.apply) - val memcacheClient = MemcacheClient[Option[UserState]]( - client = client, - dest = "/s/cache/follow_recos_service:twemcaches", - valueBijection = bijection, - ttl = UserStateClient.CacheTTL, - statsReceiver = stats.scope("twemcache") - ) - - def getUserState(userId: Long): Stitch[Option[UserState]] = { - val deciderKey: String = DeciderKey.EnableDistributedCaching.toString - val enableDistributedCaching: Boolean = decider.isAvailable(deciderKey, Some(RandomRecipient)) - val userStateStitch: Stitch[Option[UserState]] = - enableDistributedCaching match { - // read from memcache - case true => memcacheClient.readThrough( - // add a key prefix to address cache key collisions - key = "UserStateClient" + userId.toString, - underlyingCall = () => fetchUserState(userId) - ) - case false => fetchUserState(userId) - } - val userStateStitchWithTimeout: Stitch[Option[UserState]] = - userStateStitch - // set a 150ms timeout limit for user state fetches - .within(150.milliseconds)(DefaultTimer) - .rescue { - case e: Exception => - stats.scope("rescued").counter(e.getClass.getSimpleName).incr() - Stitch(None) - } - // profile the latency of stitch call and return the result - StatsUtil.profileStitch( - userStateStitchWithTimeout, - stats.scope("getUserState") - ) - } - - def fetchUserState(userId: JLong): Stitch[Option[UserState]] = { - userStateFetcher.fetch(userId).map(_.v.flatMap(_.userState)) - } -} - -object UserStateClient { - val CacheTTL: Duration = Duration.fromHours(6) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/BUILD deleted file mode 100644 index dc9335d5b..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/BUILD +++ /dev/null @@ -1,9 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "util/util-core/src/main/scala/com/twitter/conversions", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..ecb8c1a636f0cf509a13b954a90e49d9ecdbe589 GIT binary patch literal 36809 zcmagFWmsIvwm*!!dvJGmcL)S`m*C#G(|Ca35Zv9}-Q7ZPw*UzQcmH>0=A1Kg?!E8( zW%E!~>nCgVuByGeT3HSf3JVMj3=XV4l}EcuwJ1Ib91Lt61`G@n)T$=|aBwwua5Yl* 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/CandidateAlgorithmTypeConstants.scala deleted file mode 100644 index 7c7892c02..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/CandidateAlgorithmTypeConstants.scala +++ /dev/null @@ -1,91 +0,0 @@ -package com.twitter.follow_recommendations.common.constants - -import com.twitter.hermit.constants.AlgorithmFeedbackTokens.AlgorithmToFeedbackTokenMap -import com.twitter.hermit.model.Algorithm._ -import com.twitter.follow_recommendations.common.models.AlgorithmType - -object CandidateAlgorithmTypeConstants { - - /** - * Each algorithm is based on one, or more, of the 4 types of information we have on users, - * described in [[AlgorithmType]]. Assignment of algorithms to these categories are based on - */ - private val AlgorithmIdToType: Map[String, Set[AlgorithmType.Value]] = Map( - // Activity Algorithms: - AlgorithmToFeedbackTokenMap(NewFollowingSimilarUser).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(Sims).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(NewFollowingSimilarUserSalsa).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RecentEngagementNonDirectFollow).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RecentEngagementSimilarUser).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RecentEngagementSarusOcCur).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RecentSearchBasedRec).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(TwistlyTweetAuthors).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(Follow2VecNearestNeighbors).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(EmailTweetClick).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RepeatedProfileVisits).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(GoodTweetClickEngagements).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(TweetShareEngagements).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(TweetSharerToShareRecipientEngagements).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(TweetAuthorToShareRecipientEngagements).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(LinearRegressionFollow2VecNearestNeighbors).toString -> Set( - AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(NUXLOHistory).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(TrafficAttributionAccounts).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(RealGraphOonV2).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(MagicRecsRecentEngagements).toString -> Set(AlgorithmType.Activity), - AlgorithmToFeedbackTokenMap(NotificationEngagement).toString -> Set(AlgorithmType.Activity), - // Social Algorithms: - AlgorithmToFeedbackTokenMap(TwoHopRandomWalk).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(RealTimeMutualFollow).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(ForwardPhoneBook).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(ForwardEmailBook).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(NewFollowingNewFollowingExpansion).toString -> Set( - AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(NewFollowingSarusCoOccurSocialProof).toString -> Set( - AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(ReverseEmailBookIbis).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(ReversePhoneBook).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(StrongTiePredictionRec).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(StrongTiePredictionRecWithSocialProof).toString -> Set( - AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(OnlineStrongTiePredictionRec).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(OnlineStrongTiePredictionRecNoCaching).toString -> Set( - AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(TriangularLoop).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(StrongTiePredictionPmi).toString -> Set(AlgorithmType.Social), - AlgorithmToFeedbackTokenMap(OnlineStrongTiePredictionRAB).toString -> Set(AlgorithmType.Social), - // Geo Algorithms: - AlgorithmToFeedbackTokenMap(PopCountryBackFill).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(PopCountry).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(PopGeohash).toString -> Set(AlgorithmType.Geo), -// AlgorithmToFeedbackTokenMap(PopGeohashRealGraph).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(EngagedFollowerRatio).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(CrowdSearchAccounts).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(OrganicFollowAccounts).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(PopGeohashQualityFollow).toString -> Set(AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(PPMILocaleFollow).toString -> Set(AlgorithmType.Geo), - // Interest Algorithms: - AlgorithmToFeedbackTokenMap(TttInterest).toString -> Set(AlgorithmType.Interest), - AlgorithmToFeedbackTokenMap(UttInterestRelatedUsers).toString -> Set(AlgorithmType.Interest), - AlgorithmToFeedbackTokenMap(UttSeedAccounts).toString -> Set(AlgorithmType.Interest), - AlgorithmToFeedbackTokenMap(UttProducerExpansion).toString -> Set(AlgorithmType.Interest), - // Hybrid (more than one type) Algorithms: - AlgorithmToFeedbackTokenMap(UttProducerOfflineMbcgV1).toString -> Set( - AlgorithmType.Interest, - AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(CuratedAccounts).toString -> Set( - AlgorithmType.Interest, - AlgorithmType.Geo), - AlgorithmToFeedbackTokenMap(UserUserGraph).toString -> Set( - AlgorithmType.Social, - AlgorithmType.Activity), - ) - def getAlgorithmTypes(algoId: String): Set[String] = { - AlgorithmIdToType.get(algoId).map(_.map(_.toString)).getOrElse(Set.empty) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/GuiceNamedConstants.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/GuiceNamedConstants.docx new file mode 100644 index 0000000000000000000000000000000000000000..49368a5596ebe24f403b6b847b0818d40f54e9fd GIT binary patch literal 37478 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score <- scoreOpt - algo <- Algorithm.withNameOpt(source.name) - algoId <- AlgorithmToFeedbackTokenMap.get(remapCandidateSource(algo)) - } yield algoId.toString -> score - val rankMap = for { - (source, rank) <- userCandidateSourceDetails.candidateSourceRanks - algo <- Algorithm.withNameOpt(source.name) - algoId <- AlgorithmToFeedbackTokenMap.get(remapCandidateSource(algo)) - } yield algoId.toString -> rank.toDouble - - val algoIds = scoreMap.keys.toSet ++ rankMap.keys.toSet - - // hydrate if not empty - if (rankMap.nonEmpty) { - dr.setFeatureValue(CANDIDATE_SOURCE_RANKS, rankMap) - } - if (scoreMap.nonEmpty) { - dr.setFeatureValue(CANDIDATE_SOURCE_SCORES, scoreMap) - } - if (algoIds.nonEmpty) { - dr.setFeatureValue(CANDIDATE_ALGORITHMS, algoIds) - } - } - dr - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/ClientContextAdapter.docx 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-import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.ml.api.Feature.Binary -import com.twitter.ml.api.Feature.Continuous -import com.twitter.ml.api.Feature.Discrete -import com.twitter.ml.api.Feature.Text -import com.twitter.ml.api.util.FDsl._ -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.api.IRecordOneToOneAdapter -import com.twitter.onboarding.relevance.util.metadata.LanguageUtil -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.snowflake.id.SnowflakeId - -object ClientContextAdapter extends IRecordOneToOneAdapter[(ClientContext, DisplayLocation)] { - - // we name features with `user.account` for relatively static user-related features - val USER_COUNTRY: Text = new Text("user.account.country") - val USER_LANGUAGE: Text = new Text("user.account.language") - // we name features with `user.context` for more dynamic user-related features - val USER_LANGUAGE_PREFIX: Text = new Text("user.context.language_prefix") - val USER_CLIENT: Discrete = new Discrete("user.context.client") - val USER_AGE: Continuous = new Continuous("user.context.age") - val USER_IS_RECENT: Binary = new Binary("user.is.recent") - // we name features with `meta` for meta info about the WTF recommendation request - val META_DISPLAY_LOCATION: Text = new Text("meta.display_location") - val META_POSITION: Discrete = new Discrete("meta.position") - // This indicates whether a data point is from a random serving policy - val META_IS_RANDOM: Binary = new Binary("prediction.engine.is_random") - - val RECENT_WIN_IN_DAYS: Int = 30 - val GOAL_META_POSITION: Long = 1L - val GOAL_META_IS_RANDOM: Boolean = true - - override val getFeatureContext: FeatureContext = new FeatureContext( - USER_COUNTRY, - USER_LANGUAGE, - USER_AGE, - USER_LANGUAGE_PREFIX, - USER_CLIENT, - USER_IS_RECENT, - META_DISPLAY_LOCATION, - META_POSITION, - META_IS_RANDOM - ) - - /** - * we only want to set the relevant fields iff they exist to eliminate redundant information - * we do some simple normalization on the language code - * we set META_POSITION to 1 always - * we set META_IS_RANDOM to true always to simulate a random serving distribution - * @param record ClientContext and DisplayLocation from the request - */ - override def adaptToDataRecord(target: (ClientContext, DisplayLocation)): DataRecord = { - val dr = new DataRecord() - val cc = target._1 - val dl = target._2 - cc.countryCode.foreach(countryCode => dr.setFeatureValue(USER_COUNTRY, countryCode)) - cc.languageCode.foreach(rawLanguageCode => { - val userLanguage = LanguageUtil.simplifyLanguage(rawLanguageCode) - val userLanguagePrefix = userLanguage.take(2) - dr.setFeatureValue(USER_LANGUAGE, userLanguage) - dr.setFeatureValue(USER_LANGUAGE_PREFIX, userLanguagePrefix) - }) - cc.appId.foreach(appId => dr.setFeatureValue(USER_CLIENT, appId)) - cc.userId.foreach(id => - SnowflakeId.timeFromIdOpt(id).map { signupTime => - val userAge = signupTime.untilNow.inMillis.toDouble - dr.setFeatureValue(USER_AGE, userAge) - dr.setFeatureValue(USER_IS_RECENT, signupTime.untilNow.inDays <= RECENT_WIN_IN_DAYS) - signupTime.untilNow.inDays - }) - dr.setFeatureValue(META_DISPLAY_LOCATION, dl.toFsName) - dr.setFeatureValue(META_POSITION, GOAL_META_POSITION) - dr.setFeatureValue(META_IS_RANDOM, GOAL_META_IS_RANDOM) - dr - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PostNuxAlgorithmAdapter.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PostNuxAlgorithmAdapter.docx new file mode 100644 index 0000000000000000000000000000000000000000..6d8b647baa5d79927e30bb70c709a4b0bbdb4011 GIT binary patch literal 38816 zcmagEWmsHWwl0jjdvJGmcL)S`3GQAhiz{B0cFV1`%ycRX_IN+e8>%*= z7!1W2o1Sv-O}JJo(CO7k`BhB(R981$Baalk$SZFnm+{PuYhNOkM0!bTk6?ZPs=7Jd 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Continuous(s"$FeatureStorePrefix${feature.getFeatureName}"), - // We don't keep the FeatureStore prefix to keep the length of feature names reasonable. - TransformedAlgorithmFeatures( - new Continuous(s"${feature.getFeatureName}-ratio-log") - )) - }.toMap - - /** - * Given a denominator, number of impressions, this function returns another function that adds - * transformed features (log1p and ratio) of an input feature to a DataRecord. - */ - private def addTransformedFeaturesToDataRecordFunc( - originalDr: DataRecord, - numImpressions: Double, - ): (DataRecord, Continuous) => DataRecord = { (record: DataRecord, feature: Continuous) => - { - Option(originalDr.getFeatureValue(feature)) foreach { featureValue => - TransformedFeaturesMap.get(feature).foreach { transformedFeatures => - record.setFeatureValue( - transformedFeatures.ratioLog, - // We don't use log1p here since the values are ratios and adding 1 to the _ratio_ would - // lead to logarithm of values between 1 and 2, essentially making all values the same. - math.log((featureValue + 1) / numImpressions) - ) - } - } - record - } - } - - /** - * @param record: The input record whose PostNuxAlgorithm aggregates are to be transformed. - * @return the input [[DataRecord]] with transformed aggregates added. - */ - override def adaptToDataRecord(record: DataRecord): DataRecord = { - if (record.continuousFeatures == null) { - // There are no base features available, and hence no transformations. - record - } else { - - /** - * The `foldLeft` below goes through pairs of (1) Feature groups, such as those calculated over - * 7 days or 30 days, and (2) the number of impressions for each of these groups, which is the - * denominator when ratio is calculated. - */ - ratioDenominators - .zip(allInputFeatures).foldLeft( /* initial empty DataRecord */ record)( - ( - /* DataRecord with transformed features up to here */ transformedRecord, - /* A tuple with the denominator (#impressions) and features to be transformed */ numImpressionsAndFeatures - ) => { - val (numImpressionsFeature, features) = numImpressionsAndFeatures - Option(record.getFeatureValue(numImpressionsFeature)) match { - case Some(numImpressions) if numImpressions > 0.0 => - /** - * With the number of impressions fixed, we generate a function that adds log-ratio - * for each feature in the current [[DataRecord]]. The `foldLeft` goes through all - * such features and applies that function while updating the kept DataRecord. - */ - features.foldLeft(transformedRecord)( - addTransformedFeaturesToDataRecordFunc(record, numImpressions)) - case _ => - transformedRecord - } - }) - } - } - - def getFeatures: Seq[Feature[_]] = TransformedFeaturesMap.values.flatMap(_.getFeatures).toSeq - - override def getFeatureContext: FeatureContext = - new FeatureContext() - .addFeatures(this.getFeatures.asJava) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PreFetchedFeatureAdapter.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PreFetchedFeatureAdapter.docx new file mode 100644 index 0000000000000000000000000000000000000000..23d7da92097873f58241c21ffeb6dbf0cc30ed55 GIT binary patch literal 37672 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PreFetchedFeatureAdapter.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PreFetchedFeatureAdapter.scala deleted file mode 100644 index f24ed1efe..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters/PreFetchedFeatureAdapter.scala +++ /dev/null @@ -1,91 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.adapters - -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.ml.api.Feature.Continuous -import com.twitter.ml.api.util.FDsl._ -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.api.IRecordOneToOneAdapter -import com.twitter.util.Time - -/** - * This adapter mimics UserRecentWTFImpressionsAndFollowsAdapter (for user) and - * RecentWTFImpressionsFeatureAdapter (for candidate) for extracting recent impression - * and follow features. This adapter extracts user, candidate, and pair-wise features. - */ -object PreFetchedFeatureAdapter - extends IRecordOneToOneAdapter[ - (HasPreFetchedFeature, CandidateUser) - ] { - - // impression features - val USER_NUM_RECENT_IMPRESSIONS: Continuous = new Continuous( - "user.prefetch.num_recent_impressions" - ) - val USER_LAST_IMPRESSION_DURATION: Continuous = new Continuous( - "user.prefetch.last_impression_duration" - ) - val CANDIDATE_NUM_RECENT_IMPRESSIONS: Continuous = new Continuous( - "user-candidate.prefetch.num_recent_impressions" - ) - val CANDIDATE_LAST_IMPRESSION_DURATION: Continuous = new Continuous( - "user-candidate.prefetch.last_impression_duration" - ) - // follow features - val USER_NUM_RECENT_FOLLOWERS: Continuous = new Continuous( - "user.prefetch.num_recent_followers" - ) - val USER_NUM_RECENT_FOLLOWED_BY: Continuous = new Continuous( - "user.prefetch.num_recent_followed_by" - ) - val USER_NUM_RECENT_MUTUAL_FOLLOWS: Continuous = new Continuous( - "user.prefetch.num_recent_mutual_follows" - ) - // impression + follow features - val USER_NUM_RECENT_FOLLOWED_IMPRESSIONS: Continuous = new Continuous( - "user.prefetch.num_recent_followed_impression" - ) - val USER_LAST_FOLLOWED_IMPRESSION_DURATION: Continuous = new Continuous( - "user.prefetch.last_followed_impression_duration" - ) - - override def adaptToDataRecord( - record: (HasPreFetchedFeature, CandidateUser) - ): DataRecord = { - val (target, candidate) = record - val dr = new DataRecord() - val t = Time.now - // set impression features for user, optionally for candidate - dr.setFeatureValue(USER_NUM_RECENT_IMPRESSIONS, target.numWtfImpressions.toDouble) - dr.setFeatureValue( - USER_LAST_IMPRESSION_DURATION, - (t - target.latestImpressionTime).inMillis.toDouble) - target.getCandidateImpressionCounts(candidate.id).foreach { counts => - dr.setFeatureValue(CANDIDATE_NUM_RECENT_IMPRESSIONS, counts.toDouble) - } - target.getCandidateLatestTime(candidate.id).foreach { latestTime: Time => - dr.setFeatureValue(CANDIDATE_LAST_IMPRESSION_DURATION, (t - latestTime).inMillis.toDouble) - } - // set recent follow features for user - dr.setFeatureValue(USER_NUM_RECENT_FOLLOWERS, target.numRecentFollowedUserIds.toDouble) - dr.setFeatureValue(USER_NUM_RECENT_FOLLOWED_BY, target.numRecentFollowedByUserIds.toDouble) - dr.setFeatureValue(USER_NUM_RECENT_MUTUAL_FOLLOWS, target.numRecentMutualFollows.toDouble) - dr.setFeatureValue(USER_NUM_RECENT_FOLLOWED_IMPRESSIONS, target.numFollowedImpressions.toDouble) - dr.setFeatureValue( - USER_LAST_FOLLOWED_IMPRESSION_DURATION, - target.lastFollowedImpressionDurationMs.getOrElse(Long.MaxValue).toDouble) - dr - } - override def getFeatureContext: FeatureContext = new FeatureContext( - USER_NUM_RECENT_IMPRESSIONS, - USER_LAST_IMPRESSION_DURATION, - CANDIDATE_NUM_RECENT_IMPRESSIONS, - CANDIDATE_LAST_IMPRESSION_DURATION, - USER_NUM_RECENT_FOLLOWERS, - USER_NUM_RECENT_FOLLOWED_BY, - USER_NUM_RECENT_MUTUAL_FOLLOWS, - USER_NUM_RECENT_FOLLOWED_IMPRESSIONS, - USER_LAST_FOLLOWED_IMPRESSION_DURATION, - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/BUILD deleted file mode 100644 index 93ddb1191..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/BUILD +++ /dev/null @@ -1,18 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils", - "src/java/com/twitter/ml/api:api-base", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..5652cc506bc3e5b3080103dee3ceaa5b09f0a544 GIT binary patch literal 36937 zcmagEWmp~Awl<2pdvJGmcL)S`m!Lrx?kqe&a1ZY8?(QCfy9EgZcmGzpd+*)7&pG%0 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com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams - -trait FeatureSource { - def id: FeatureSourceId - def featureContext: FeatureContext - def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/FeatureSourceId.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/FeatureSourceId.docx new file mode 100644 index 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/HasPreFetchedFeature.scala deleted file mode 100644 index 8f4bae887..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common/HasPreFetchedFeature.scala +++ /dev/null @@ -1,25 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.common - -import com.twitter.follow_recommendations.common.models.HasMutualFollowedUserIds -import com.twitter.follow_recommendations.common.models.HasWtfImpressions -import com.twitter.follow_recommendations.common.models.WtfImpression -import com.twitter.util.Time - -trait HasPreFetchedFeature extends HasMutualFollowedUserIds with HasWtfImpressions { - - lazy val followedImpressions: Seq[WtfImpression] = { - for { - wtfImprList <- wtfImpressions.toSeq - wtfImpr <- wtfImprList - if recentFollowedUserIds.exists(_.contains(wtfImpr.candidateId)) - } yield wtfImpr - } - - lazy val numFollowedImpressions: Int = followedImpressions.size - - lazy val lastFollowedImpressionDurationMs: Option[Long] = { - if (followedImpressions.nonEmpty) { - Some((Time.now - followedImpressions.map(_.latestTime).max).inMillis) - } else None - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD deleted file mode 100644 index c0538240f..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD +++ /dev/null @@ -1,59 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "escherbird/src/scala/com/twitter/escherbird/util/stitchcache", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/adapters", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "hermit/hermit-core/src/main/scala/com/twitter/hermit/constants", - "src/java/com/twitter/ml/api:api-base", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/core:socialgraph", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/core:usersource", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/onboarding:mc-user-counting", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/onboarding:user-wtf-algorithm-aggregate", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/onboarding:wtf-impression", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/onboarding:wtf-post-nux", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/onboarding:wtf-user-algorithm-aggregate", - "src/scala/com/twitter/ml/featurestore/catalog/datasets/timelines:timelines-author-features", - "src/scala/com/twitter/ml/featurestore/catalog/entities/core", - "src/scala/com/twitter/ml/featurestore/catalog/entities/onboarding", - "src/scala/com/twitter/ml/featurestore/catalog/features/core:socialgraph", - "src/scala/com/twitter/ml/featurestore/catalog/features/core:user", - "src/scala/com/twitter/ml/featurestore/catalog/features/interests_discovery:user-topic-relationships", - "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmaries", - "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmary-aggregates", - "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:nonmr-ntab-summaries", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:mc-user-counting", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:post-nux-offline", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:post-nux-offline-edge", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:ratio", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:simcluster-user-interested-in-candidate-known-for", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:user-wtf-algorithm-aggregate", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:wtf-impression", - "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:wtf-user-algorithm-aggregate", - "src/scala/com/twitter/ml/featurestore/catalog/features/rux:user-resurrection", - "src/scala/com/twitter/ml/featurestore/catalog/features/timelines:aggregate", - "src/scala/com/twitter/ml/featurestore/lib", - "src/scala/com/twitter/ml/featurestore/lib/dynamic", - "src/scala/com/twitter/ml/featurestore/lib/embedding", - "src/scala/com/twitter/ml/featurestore/lib/feature", - "src/scala/com/twitter/ml/featurestore/lib/online", - "src/scala/com/twitter/ml/featurestore/lib/params", - "src/scala/com/twitter/onboarding/relevance/adapters/features/featurestore", - "strato/config/columns/ml/featureStore:featureStore-strato-client", - "strato/config/columns/ml/featureStore/onboarding:onboarding-strato-client", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..425da591b4b95541be236565046c9d8c833a02be GIT binary patch literal 37440 zcmagEWmsIvwm*!!dvJGmcL)S`cMICM(|Ca39^Bm>g1bWq?iM5v-2LB~nRCv}x%a;B zm)%cS)%wX=yQ^yNE@e4LC@e5AFgURGFFe{+szve1;9y{5FkoPqpjJHzfP<@rgR7Cc 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/CandidateAlgorithmSource.scala deleted file mode 100644 index 0838fb98d..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/CandidateAlgorithmSource.scala +++ /dev/null @@ -1,73 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.google.inject.Inject -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.feature_hydration.adapters.CandidateAlgorithmAdapter -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams - -/** - * This source only takes features from the candidate's source, - * which is all the information we have about the candidate pre-feature-hydration - */ - -@Provides -@Singleton -class CandidateAlgorithmSource @Inject() (stats: StatsReceiver) extends FeatureSource { - - override val id: FeatureSourceId = FeatureSourceId.CandidateAlgorithmSourceId - - override val featureContext: FeatureContext = CandidateAlgorithmAdapter.getFeatureContext - - override def hydrateFeatures( - t: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, // we don't use the target here - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - val featureHydrationStats = stats.scope("candidate_alg_source") - val hasSourceDetailsStat = featureHydrationStats.counter("has_source_details") - val noSourceDetailsStat = featureHydrationStats.counter("no_source_details") - val noSourceRankStat = featureHydrationStats.counter("no_source_rank") - val hasSourceRankStat = featureHydrationStats.counter("has_source_rank") - val noSourceScoreStat = featureHydrationStats.counter("no_source_score") - val hasSourceScoreStat = featureHydrationStats.counter("has_source_score") - - val candidatesToAlgoMap = for { - candidate <- candidates - } yield { - if (candidate.userCandidateSourceDetails.nonEmpty) { - hasSourceDetailsStat.incr() - candidate.userCandidateSourceDetails.foreach { details => - if (details.candidateSourceRanks.isEmpty) { - noSourceRankStat.incr() - } else { - hasSourceRankStat.incr() - } - if (details.candidateSourceScores.isEmpty) { - noSourceScoreStat.incr() - } else { - hasSourceScoreStat.incr() - } - } - } else { - noSourceDetailsStat.incr() - } - candidate -> CandidateAlgorithmAdapter.adaptToDataRecord(candidate.userCandidateSourceDetails) - } - Stitch.value(candidatesToAlgoMap.toMap) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/ClientContextSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/ClientContextSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..ac6ca6174d233f91881e75623b64092f0ae3cf63 GIT binary patch literal 37262 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com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.follow_recommendations.common.feature_hydration.adapters.ClientContextAdapter -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams - -/** - * This source only takes features from the request (e.g. client context, WTF display location) - * No external calls are made. - */ -@Provides -@Singleton -class ClientContextSource() extends FeatureSource { - - override val id: FeatureSourceId = FeatureSourceId.ClientContextSourceId - - override val featureContext: FeatureContext = ClientContextAdapter.getFeatureContext - - override def hydrateFeatures( - t: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - Stitch.value( - candidates - .map(_ -> ((t.clientContext, t.displayLocation))).toMap.mapValues( - ClientContextAdapter.adaptToDataRecord)) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureHydrationSourcesFSConfig.docx 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureHydrationSourcesFSConfig.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureHydrationSourcesFSConfig.scala deleted file mode 100644 index f78ec17cc..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureHydrationSourcesFSConfig.scala +++ /dev/null @@ -1,42 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.twitter.follow_recommendations.configapi.common.FeatureSwitchConfig -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.timelines.configapi.Param -import com.twitter.util.Duration -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class FeatureHydrationSourcesFSConfig @Inject() () extends FeatureSwitchConfig { - override val booleanFSParams: Seq[Param[Boolean] with FSName] = Seq( - FeatureStoreSourceParams.EnableAlgorithmAggregateFeatures, - FeatureStoreSourceParams.EnableAuthorTopicAggregateFeatures, - FeatureStoreSourceParams.EnableCandidateClientFeatures, - FeatureStoreSourceParams.EnableCandidatePrecomputedNotificationFeatures, - FeatureStoreSourceParams.EnableCandidateUserAuthorRealTimeAggregateFeatures, - FeatureStoreSourceParams.EnableCandidateUserFeatures, - FeatureStoreSourceParams.EnableCandidateUserResurrectionFeatures, - FeatureStoreSourceParams.EnableCandidateUserTimelinesAuthorAggregateFeatures, - FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors, - FeatureStoreSourceParams.EnableSeparateClientForGizmoduck, - FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting, - FeatureStoreSourceParams.EnableSeparateClientForNotifications, - FeatureStoreSourceParams.EnableSimilarToUserFeatures, - FeatureStoreSourceParams.EnableTargetUserFeatures, - FeatureStoreSourceParams.EnableTargetUserResurrectionFeatures, - FeatureStoreSourceParams.EnableTargetUserWtfImpressionFeatures, - FeatureStoreSourceParams.EnableTopicAggregateFeatures, - FeatureStoreSourceParams.EnableUserCandidateEdgeFeatures, - FeatureStoreSourceParams.EnableUserCandidateWtfImpressionCandidateFeatures, - FeatureStoreSourceParams.EnableUserClientFeatures, - FeatureStoreSourceParams.EnableUserTopicFeatures, - FeatureStoreSourceParams.EnableUserWtfAlgEdgeFeatures, - ) - - override val durationFSParams: Seq[FSBoundedParam[Duration] with HasDurationConversion] = Seq( - FeatureStoreSourceParams.GlobalFetchTimeout - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureHydrationSourcesFeatureSwitchKeys.docx 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"feature_store_source_enable_algorithm_aggregate_features" - val EnableAuthorTopicAggregateFeatures = - "feature_store_source_enable_author_topic_aggregate_features" - val EnableCandidateClientFeatures = "feature_store_source_enable_candidate_client_features" - val EnableCandidateNotificationFeatures = - "feature_store_source_enable_candidate_notification_features" - val EnableCandidatePrecomputedNotificationFeatures = - "feature_store_source_enable_candidate_precomputed_notification_features" - val EnableCandidateUserFeatures = "feature_store_source_enable_candidate_user_features" - val EnableCandidateUserAuthorRealTimeAggregateFeatures = - "feature_store_source_enable_candidate_user_author_rta_features" - val EnableCandidateUserResurrectionFeatures = - "feature_store_source_enable_candidate_user_resurrection_features" - val EnableCandidateUserTimelinesAuthorAggregateFeatures = - "feature_store_source_enable_candidate_user_timelines_author_aggregate_features" - val EnableSimilarToUserFeatures = "feature_store_source_enable_similar_to_user_features" - val EnableTargetUserFeatures = "feature_store_source_enable_target_user_features" - val EnableTargetUserUserAuthorUserStateRealTimeAggregatesFeature = - "feature_store_source_enable_target_user_user_author_user_state_rta_features" - val EnableTargetUserResurrectionFeatures = - "feature_store_source_enable_target_user_resurrection_features" - val EnableTargetUserWtfImpressionFeatures = - "feature_store_source_enable_target_user_wtf_impression_features" - val EnableTopicAggregateFeatures = "feature_store_source_enable_topic_aggregate_features" - val EnableUserCandidateEdgeFeatures = "feature_store_source_enable_user_candidate_edge_features" - val EnableUserCandidateWtfImpressionCandidateFeatures = - "feature_store_source_enable_user_candidate_wtf_impression_features" - val EnableUserClientFeatures = "feature_store_source_enable_user_client_features" - val EnableUserNotificationFeatures = "feature_store_source_enable_user_notification_features" - val EnableUserTopicFeatures = "feature_store_source_enable_user_topic_features" - val EnableUserWtfAlgEdgeFeatures = "feature_store_source_enable_user_wtf_alg_edge_features" - val FeatureHydrationTimeout = "feature_store_source_hydration_timeout_in_millis" - val UseSeparateClientForTimelinesAuthor = - "feature_store_source_separate_client_for_timelines_author_data" - val UseSeparateClientMetricCenterUserCounting = - "feature_store_source_separate_client_for_mc_user_counting_data" - val UseSeparateClientForNotifications = "feature_store_source_separate_client_for_notifications" - val UseSeparateClientForGizmoduck = "feature_store_source_separate_client_for_gizmoduck" -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreFeatures.docx 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreFeatures.scala deleted file mode 100644 index 6c849f7a7..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreFeatures.scala +++ /dev/null @@ -1,342 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.featurestore.catalog.entities.core.{Author => AuthorEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{AuthorTopic => AuthorTopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{CandidateUser => CandidateUserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{Topic => TopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{User => UserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{UserCandidate => UserCandidateEntity} -import com.twitter.ml.featurestore.catalog.entities.onboarding.UserWtfAlgorithmEntity -import com.twitter.ml.featurestore.catalog.entities.onboarding.{ - WtfAlgorithm => WtfAlgorithmIdEntity -} -import com.twitter.ml.featurestore.catalog.entities.onboarding.{ - WtfAlgorithmType => WtfAlgorithmTypeEntity -} -import com.twitter.ml.featurestore.catalog.features.core.UserClients.FullPrimaryClientVersion -import com.twitter.ml.featurestore.catalog.features.core.UserClients.NumClients -import com.twitter.ml.featurestore.catalog.features.core.UserClients.PrimaryClient -import com.twitter.ml.featurestore.catalog.features.core.UserClients.PrimaryClientVersion -import com.twitter.ml.featurestore.catalog.features.core.UserClients.PrimaryDeviceManufacturer -import com.twitter.ml.featurestore.catalog.features.core.UserClients.PrimaryMobileSdkVersion -import com.twitter.ml.featurestore.catalog.features.core.UserClients.SecondaryClient -import com.twitter.ml.featurestore.catalog.features.core.UserCounts.Favorites -import com.twitter.ml.featurestore.catalog.features.core.UserCounts.Followers -import com.twitter.ml.featurestore.catalog.features.core.UserCounts.Following -import com.twitter.ml.featurestore.catalog.features.core.UserCounts.Tweets -import com.twitter.ml.featurestore.catalog.features.customer_journey.PostNuxAlgorithmIdAggregateFeatureGroup -import com.twitter.ml.featurestore.catalog.features.customer_journey.PostNuxAlgorithmTypeAggregateFeatureGroup -import com.twitter.ml.featurestore.catalog.features.customer_journey.{Utils => FeatureGroupUtils} -import com.twitter.ml.featurestore.catalog.features.interests_discovery.UserTopicRelationships.FollowedTopics -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumFavorites -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumFavoritesReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumFollowBacks -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumFollows -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumFollowsReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumLoginDays -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumLoginTweetImpressions -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumMuteBacks -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumMuted -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumOriginalTweets -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumQualityFollowReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumQuoteRetweets -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumQuoteRetweetsReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumReplies -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumRepliesReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumRetweets -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumRetweetsReceived -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumSpamBlocked -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumSpamBlockedBacks -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumTweetImpressions -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumTweets -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumUnfollowBacks -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumUnfollows -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumUserActiveMinutes -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumWasMutualFollowed -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumWasMutualUnfollowed -import com.twitter.ml.featurestore.catalog.features.onboarding.MetricCenterUserCounts.NumWasUnfollowed -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.Country -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.FollowersOverFollowingRatio -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.Language -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.MutualFollowsOverFollowersRatio -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.MutualFollowsOverFollowingRatio -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.NumFollowers -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.NumFollowings -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.NumMutualFollows -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.TweepCred -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOffline.UserState -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.HaveSameCountry -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.HaveSameLanguage -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.HaveSameUserState -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.NumFollowersGap -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.NumFollowingsGap -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.NumMutualFollowsGap -import com.twitter.ml.featurestore.catalog.features.onboarding.PostNuxOfflineEdge.TweepCredGap -import com.twitter.ml.featurestore.catalog.features.onboarding.Ratio.FollowersFollowings -import com.twitter.ml.featurestore.catalog.features.onboarding.Ratio.MutualFollowsFollowing -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.HasIntersection -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionCandidateKnownForScore -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionClusterIds -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionUserFavCandidateKnownForScore -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionUserFavScore -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionUserFollowCandidateKnownForScore -import com.twitter.ml.featurestore.catalog.features.onboarding.SimclusterUserInterestedInCandidateKnownFor.IntersectionUserFollowScore -import com.twitter.ml.featurestore.catalog.features.onboarding.UserWtfAlgorithmAggregate -import com.twitter.ml.featurestore.catalog.features.onboarding.WhoToFollowImpression.HomeTimelineWtfCandidateCounts -import com.twitter.ml.featurestore.catalog.features.onboarding.WhoToFollowImpression.HomeTimelineWtfCandidateImpressionCounts -import com.twitter.ml.featurestore.catalog.features.onboarding.WhoToFollowImpression.HomeTimelineWtfCandidateImpressionLatestTimestamp -import com.twitter.ml.featurestore.catalog.features.onboarding.WhoToFollowImpression.HomeTimelineWtfLatestTimestamp -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowRate -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.Follows -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsTweetFavRate -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsTweetReplies -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsTweetReplyRate -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsTweetRetweetRate -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsTweetRetweets -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsWithTweetFavs -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.FollowsWithTweetImpressions -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.HasAnyEngagements -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.HasForwardEngagements -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.HasReverseEngagements -import com.twitter.ml.featurestore.catalog.features.onboarding.WtfUserAlgorithmAggregate.Impressions -import com.twitter.ml.featurestore.catalog.features.rux.UserResurrection.DaysSinceRecentResurrection -import com.twitter.ml.featurestore.catalog.features.timelines.AuthorTopicAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.EngagementsReceivedByAuthorRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.NegativeEngagementsReceivedByAuthorRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.OriginalAuthorAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.TopicEngagementRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.TopicEngagementUserStateRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.TopicNegativeEngagementUserStateRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.UserEngagementAuthorUserStateRealTimeAggregates -import com.twitter.ml.featurestore.catalog.features.timelines.UserNegativeEngagementAuthorUserStateRealTimeAggregates -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.UserId -import com.twitter.ml.featurestore.lib.feature.BoundFeature -import com.twitter.ml.featurestore.lib.feature.Feature - -object FeatureStoreFeatures { - import FeatureStoreRawFeatures._ - ///////////////////////////// Target user features //////////////////////// - val targetUserFeatures: Set[BoundFeature[_ <: EntityId, _]] = - (userKeyedFeatures ++ userAlgorithmAggregateFeatures).map(_.bind(UserEntity)) - - val targetUserResurrectionFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userResurrectionFeatures.map(_.bind(UserEntity)) - val targetUserWtfImpressionFeatures: Set[BoundFeature[_ <: EntityId, _]] = - wtfImpressionUserFeatures.map(_.bind(UserEntity)) - val targetUserUserAuthorUserStateRealTimeAggregatesFeature: Set[BoundFeature[_ <: EntityId, _]] = - userAuthorUserStateRealTimeAggregatesFeature.map(_.bind(UserEntity)) - - val targetUserStatusFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userStatusFeatures.map(_.bind(UserEntity).logarithm1p) - val targetUserMetricCountFeatures: Set[BoundFeature[_ <: EntityId, _]] = - mcFeatures.map(_.bind(UserEntity).logarithm1p) - - val targetUserClientFeatures: Set[BoundFeature[_ <: EntityId, _]] = - clientFeatures.map(_.bind(UserEntity)) - - ///////////////////////////// Candidate user features //////////////////////// - val candidateUserFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userKeyedFeatures.map(_.bind(CandidateUserEntity)) - val candidateUserAuthorRealTimeAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - authorAggregateFeatures.map(_.bind(CandidateUserEntity)) - val candidateUserResurrectionFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userResurrectionFeatures.map(_.bind(CandidateUserEntity)) - - val candidateUserStatusFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userStatusFeatures.map(_.bind(CandidateUserEntity).logarithm1p) - val candidateUserTimelinesAuthorAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - Set(timelinesAuthorAggregateFeatures.bind(CandidateUserEntity)) - val candidateUserMetricCountFeatures: Set[BoundFeature[_ <: EntityId, _]] = - mcFeatures.map(_.bind(CandidateUserEntity).logarithm1p) - - val candidateUserClientFeatures: Set[BoundFeature[_ <: EntityId, _]] = - clientFeatures.map(_.bind(CandidateUserEntity)) - - val similarToUserFeatures: Set[BoundFeature[_ <: EntityId, _]] = - (userKeyedFeatures ++ authorAggregateFeatures).map(_.bind(AuthorEntity)) - - val similarToUserStatusFeatures: Set[BoundFeature[_ <: EntityId, _]] = - userStatusFeatures.map(_.bind(AuthorEntity).logarithm1p) - val similarToUserTimelinesAuthorAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - Set(timelinesAuthorAggregateFeatures.bind(AuthorEntity)) - val similarToUserMetricCountFeatures: Set[BoundFeature[_ <: EntityId, _]] = - mcFeatures.map(_.bind(AuthorEntity).logarithm1p) - - val userCandidateEdgeFeatures: Set[BoundFeature[_ <: EntityId, _]] = - (simclusterUVIntersectionFeatures ++ userCandidatePostNuxEdgeFeatures).map( - _.bind(UserCandidateEntity)) - val userCandidateWtfImpressionCandidateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - wtfImpressionCandidateFeatures.map(_.bind(UserCandidateEntity)) - - /** - * Aggregate features based on candidate source algorithms. - */ - val postNuxAlgorithmIdAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - Set(PostNuxAlgorithmIdAggregateFeatureGroup.FeaturesAsDataRecord) - .map(_.bind(WtfAlgorithmIdEntity)) - - /** - * Aggregate features based on candidate source algorithm types. There are 4 at the moment: - * Geo, Social, Activity and Interest. - */ - val postNuxAlgorithmTypeAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = - Set(PostNuxAlgorithmTypeAggregateFeatureGroup.FeaturesAsDataRecord) - .map(_.bind(WtfAlgorithmTypeEntity)) - - // user wtf-Algorithm features - val userWtfAlgorithmEdgeFeatures: Set[BoundFeature[_ <: EntityId, _]] = - FeatureGroupUtils.getTimelinesAggregationFrameworkCombinedFeatures( - UserWtfAlgorithmAggregate, - UserWtfAlgorithmEntity, - FeatureGroupUtils.getMaxSumAvgAggregate(UserWtfAlgorithmAggregate) - ) - - /** - * We have to add the max/sum/avg-aggregated features to the set of all features so that we can - * register them using FRS's [[FrsFeatureJsonExporter]]. - * - * Any additional such aggregated features that are included in [[FeatureStoreSource]] client - * should be registered here as well. - */ - val maxSumAvgAggregatedFeatureContext: FeatureContext = new FeatureContext() - .addFeatures( - UserWtfAlgorithmAggregate.getSecondaryAggregatedFeatureContext - ) - - // topic features - val topicAggregateFeatures: Set[BoundFeature[_ <: EntityId, _]] = Set( - TopicEngagementRealTimeAggregates.FeaturesAsDataRecord, - TopicNegativeEngagementUserStateRealTimeAggregates.FeaturesAsDataRecord, - TopicEngagementUserStateRealTimeAggregates.FeaturesAsDataRecord - ).map(_.bind(TopicEntity)) - val userTopicFeatures: Set[BoundFeature[_ <: EntityId, _]] = Set(FollowedTopics.bind(UserEntity)) - val authorTopicFeatures: Set[BoundFeature[_ <: EntityId, _]] = Set( - AuthorTopicAggregates.FeaturesAsDataRecord.bind(AuthorTopicEntity)) - val topicFeatures = topicAggregateFeatures ++ userTopicFeatures ++ authorTopicFeatures - -} - -object FeatureStoreRawFeatures { - val mcFeatures = Set( - NumTweets, - NumRetweets, - NumOriginalTweets, - NumRetweetsReceived, - NumFavoritesReceived, - NumRepliesReceived, - NumQuoteRetweetsReceived, - NumFollowsReceived, - NumFollowBacks, - NumFollows, - NumUnfollows, - NumUnfollowBacks, - NumQualityFollowReceived, - NumQuoteRetweets, - NumFavorites, - NumReplies, - NumLoginTweetImpressions, - NumTweetImpressions, - NumLoginDays, - NumUserActiveMinutes, - NumMuted, - NumSpamBlocked, - NumMuteBacks, - NumSpamBlockedBacks, - NumWasMutualFollowed, - NumWasMutualUnfollowed, - NumWasUnfollowed - ) - // based off usersource, and each feature represents the cumulative 'sent' counts - val userStatusFeatures = Set( - Favorites, - Followers, - Following, - Tweets - ) - // ratio features created from combining other features - val userRatioFeatures = Set(MutualFollowsFollowing, FollowersFollowings) - // features related to user login history - val userResurrectionFeatures: Set[Feature[UserId, Int]] = Set( - DaysSinceRecentResurrection - ) - - // real-time aggregate features borrowed from timelines - val authorAggregateFeatures = Set( - EngagementsReceivedByAuthorRealTimeAggregates.FeaturesAsDataRecord, - NegativeEngagementsReceivedByAuthorRealTimeAggregates.FeaturesAsDataRecord, - ) - - val timelinesAuthorAggregateFeatures = OriginalAuthorAggregates.FeaturesAsDataRecord - - val userAuthorUserStateRealTimeAggregatesFeature: Set[Feature[UserId, DataRecord]] = Set( - UserEngagementAuthorUserStateRealTimeAggregates.FeaturesAsDataRecord, - UserNegativeEngagementAuthorUserStateRealTimeAggregates.FeaturesAsDataRecord - ) - // post nux per-user offline features - val userOfflineFeatures = Set( - NumFollowings, - NumFollowers, - NumMutualFollows, - TweepCred, - UserState, - Language, - Country, - MutualFollowsOverFollowingRatio, - MutualFollowsOverFollowersRatio, - FollowersOverFollowingRatio, - ) - // matched post nux offline features between user and candidate - val userCandidatePostNuxEdgeFeatures = Set( - HaveSameUserState, - HaveSameLanguage, - HaveSameCountry, - NumFollowingsGap, - NumFollowersGap, - NumMutualFollowsGap, - TweepCredGap, - ) - // user algorithm aggregate features - val userAlgorithmAggregateFeatures = Set( - Impressions, - Follows, - FollowRate, - FollowsWithTweetImpressions, - FollowsWithTweetFavs, - FollowsTweetFavRate, - FollowsTweetReplies, - FollowsTweetReplyRate, - FollowsTweetRetweets, - FollowsTweetRetweetRate, - HasForwardEngagements, - HasReverseEngagements, - HasAnyEngagements, - ) - val userKeyedFeatures = userRatioFeatures ++ userOfflineFeatures - val wtfImpressionUserFeatures = - Set(HomeTimelineWtfCandidateCounts, HomeTimelineWtfLatestTimestamp) - val wtfImpressionCandidateFeatures = - Set(HomeTimelineWtfCandidateImpressionCounts, HomeTimelineWtfCandidateImpressionLatestTimestamp) - val simclusterUVIntersectionFeatures = Set( - IntersectionClusterIds, - HasIntersection, - IntersectionUserFollowScore, - IntersectionUserFavScore, - IntersectionCandidateKnownForScore, - IntersectionUserFollowCandidateKnownForScore, - IntersectionUserFavCandidateKnownForScore - ) - - // Client features - val clientFeatures = Set( - NumClients, - PrimaryClient, - PrimaryClientVersion, - FullPrimaryClientVersion, - PrimaryDeviceManufacturer, - PrimaryMobileSdkVersion, - SecondaryClient - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreGizmoduckSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreGizmoduckSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..e9b85f3880723fb8aecdf09a8a528bd9853b2b46 GIT binary patch literal 38962 zcmagFV|Zm<)-D{|uGqG1R>iha;f`%o?22vMwq3DRK_wO2XV>#|_uJj?Ip6nZ<;q-Z z+!$l+sXe#i7jOs+5D*X;kd9O?%_`-h_#{vekZ~vw5OiRxju^ns+04$_K-I(E%t?>Y z-PWclNlsy180Fi=8)h<-AhDMiGG_UnJ+(c3Jg#_6#vQlT3e%Y^*we!#Z@Ai=Vki`2 zd}i8%58-;fK(}`@rH+{RnVw#zMgb{!iFd(fKI6GL*MUSliOjO}KEc8eRBdaf_oo?7 zQ0D#G0bT>NkPFdV?Z70>Cy*Gbs#tY2qTvu2Wr1eu^-ltRCK!7?xc+l(d3hCw02yzYQ5h0-ZLHf0; 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zJ>Yb$V2qvT0|W8BasVL0{DEu#ojd?3#;*!=-UDRqAg28;|NoW$3i<6QU}}W_ zNL2!XTx?lEJiACiz|ZlW6cQTg=k>i@$v6g#50w0=M>5Ht+9hUqyd)!su}-?fDUA5Z z`K5@$C}%9Z?8wp4KjaK$7)AnPA!3Kn81sX$t1Q8&XUrP!=*^Ko^o%)VMg*h(-a!~A z{nm{$0vL_%4nP9^E8uswmyyNj9d}qF$-lC8J4r?gqt)7>9838zD!Ysqqn AuthorEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{AuthorTopic => AuthorTopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{CandidateUser => CandidateUserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{User => UserEntity} -import com.twitter.ml.featurestore.lib.EdgeEntityId -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.TopicId -import com.twitter.ml.featurestore.lib.UserId -import com.twitter.ml.featurestore.lib.data.PredictionRecord -import com.twitter.ml.featurestore.lib.data.PredictionRecordAdapter -import com.twitter.ml.featurestore.lib.dataset.DatasetId -import com.twitter.ml.featurestore.lib.dataset.online.Hydrator.HydrationResponse -import com.twitter.ml.featurestore.lib.dataset.online.OnlineAccessDataset -import com.twitter.ml.featurestore.lib.dynamic.ClientConfig -import com.twitter.ml.featurestore.lib.dynamic.DynamicFeatureStoreClient -import com.twitter.ml.featurestore.lib.dynamic.DynamicHydrationConfig -import com.twitter.ml.featurestore.lib.dynamic.FeatureStoreParamsConfig -import com.twitter.ml.featurestore.lib.dynamic.GatedFeatures -import com.twitter.ml.featurestore.lib.feature.BoundFeature -import com.twitter.ml.featurestore.lib.feature.BoundFeatureSet -import com.twitter.ml.featurestore.lib.online.DatasetValuesCache -import com.twitter.ml.featurestore.lib.online.FeatureStoreRequest -import com.twitter.ml.featurestore.lib.online.OnlineFeatureGenerationStats -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import java.util.concurrent.TimeUnit -import com.twitter.conversions.DurationOps._ -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext - -class FeatureStoreGizmoduckSource @Inject() ( - serviceIdentifier: ServiceIdentifier, - stats: StatsReceiver) - extends FeatureSource { - import FeatureStoreGizmoduckSource._ - - val backupSourceStats = stats.scope("feature_store_hydration_gizmoduck") - val adapterStats = backupSourceStats.scope("adapters") - override def id: FeatureSourceId = FeatureSourceId.FeatureStoreGizmoduckSourceId - override def featureContext: FeatureContext = getFeatureContext - - val clientConfig: ClientConfig[HasParams] = ClientConfig( - dynamicHydrationConfig = dynamicHydrationConfig, - featureStoreParamsConfig = - FeatureStoreParamsConfig(FeatureStoreParameters.featureStoreParams, Map.empty), - /** - * The smaller one between `timeoutProvider` and `FeatureStoreSourceParams.GlobalFetchTimeout` - * used below takes effect. - */ - timeoutProvider = Function.const(800.millis), - serviceIdentifier = serviceIdentifier - ) - - private val datasetsToCache = Set( - UsersourceEntityDataset - ).asInstanceOf[Set[OnlineAccessDataset[_ <: EntityId, _]]] - - private val datasetValuesCache: DatasetValuesCache = - DatasetValuesCache( - Caffeine - .newBuilder() - .expireAfterWrite(randomizedTTL(12.hours.inSeconds), TimeUnit.SECONDS) - .maximumSize(DefaultCacheMaxKeys) - .build[(_ <: EntityId, DatasetId), Stitch[HydrationResponse[_]]] - .asMap, - datasetsToCache, - DatasetCacheScope - ) - - private val dynamicFeatureStoreClient = DynamicFeatureStoreClient( - clientConfig, - backupSourceStats, - Set(datasetValuesCache) - ) - - private val adapter: IRecordOneToOneAdapter[PredictionRecord] = - PredictionRecordAdapter.oneToOne( - BoundFeatureSet(allFeatures), - OnlineFeatureGenerationStats(backupSourceStats) - ) - - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - target.getOptionalUserId - .map { targetUserId => - val featureRequests = candidates.map { candidate => - val userEntityId = UserEntity.withId(UserId(targetUserId)) - val candidateEntityId = CandidateUserEntity.withId(UserId(candidate.id)) - val similarToUserId = target.similarToUserIds.map(id => AuthorEntity.withId(UserId(id))) - val topicProof = candidate.reason.flatMap(_.accountProof.flatMap(_.topicProof)) - val authorTopicEntity = if (topicProof.isDefined) { - backupSourceStats.counter("candidates_with_topic_proof").incr() - Set( - AuthorTopicEntity.withId( - EdgeEntityId(UserId(candidate.id), TopicId(topicProof.get.topicId)))) - } else Nil - - val entities = - Seq(userEntityId, candidateEntityId) ++ similarToUserId ++ authorTopicEntity - FeatureStoreRequest(entities) - } - - val predictionRecordsFut = dynamicFeatureStoreClient(featureRequests, target) - val candidateFeatureMap = predictionRecordsFut.map { predictionRecords => - // we can zip predictionRecords with candidates as the order is preserved in the client - candidates - .zip(predictionRecords).map { - case (candidate, predictionRecord) => - candidate -> adaptAdditionalFeaturesToDataRecord( - adapter.adaptToDataRecord(predictionRecord), - adapterStats, - FeatureStoreSource.featureAdapters) - }.toMap - } - Stitch - .callFuture(candidateFeatureMap) - .within(target.params(FeatureStoreSourceParams.GlobalFetchTimeout))( - com.twitter.finagle.util.DefaultTimer) - .rescue { - case _: TimeoutException => - Stitch.value(Map.empty[CandidateUser, DataRecord]) - } - }.getOrElse(Stitch.value(Map.empty[CandidateUser, DataRecord])) - } -} - -object FeatureStoreGizmoduckSource { - private val DatasetCacheScope = "feature_store_local_cache_gizmoduck" - private val DefaultCacheMaxKeys = 20000 - - val allFeatures: Set[BoundFeature[_ <: EntityId, _]] = - FeatureStoreFeatures.candidateUserStatusFeatures ++ - FeatureStoreFeatures.similarToUserStatusFeatures ++ - FeatureStoreFeatures.targetUserStatusFeatures - - val getFeatureContext: FeatureContext = - BoundFeatureSet(allFeatures).toFeatureContext - - val dynamicHydrationConfig: DynamicHydrationConfig[HasParams] = - DynamicHydrationConfig( - Set( - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.targetUserStatusFeatures), - gate = HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck) & - HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.candidateUserStatusFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck) & - HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.similarToUserStatusFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck) & - HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - )) - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreParameters.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreParameters.docx new file mode 100644 index 0000000000000000000000000000000000000000..e085b54ce3aa4521f5ab0d60214f7e18cdaf70ba GIT binary patch literal 37509 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~69D=*MdvJFM!QCN1aQA;_X3jY?=id9i zUp5a_YyD)c-Bs1Qx3U~06c!j57#vtz3XgWBYGGU=I2hO{3>X+DXjD%EVDDmX?_#9x z>0s_`!0cgX+nA`Jv?7Z3`RoNdiA9*yTLKlkY}fiVtWvO4{SS7(vsL>}VdZk#_{ zV_G>BhB+=H_0E@grB0~Rr-@omLh{7GAVVvk9J1Iae=U#s)PiSEDvnHcL1u?&b^xZP zCBx_46gN2QPE8-b5k|d`RG z4#TItQDwK6aX)wR2MK?vtd~V*YRycWbcAmKyeZ+v=Ni(VjT_?ooon4D80wuYH5}_! 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45.millis, roundTripAllowance = None)), - batchingPolicy = Some(BatchingPolicy.Isolated(10)) - ), - UserMobileSdkDataset.id -> DatasetParams( - stratoSuffix = Some("onboarding") - ), - PostNuxAlgorithmIdAggregateDataset.id -> DatasetParams( - stratoSuffix = Some("onboarding") - ), - PostNuxAlgorithmTypeAggregateDataset.id -> DatasetParams( - stratoSuffix = Some("onboarding") - ), - ), - enableFeatureGenerationStats = true - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStorePostNuxAlgorithmSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStorePostNuxAlgorithmSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..528f284dc5e028ebbee9dac2cbca0abe722428e2 GIT binary patch literal 39662 zcmagEV|ZlU)-D{|?%1~Nq+{Do$97V2C+XO>ZQEAIHafP`IqB!w``viY`My7^u9|a= 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zI^Ha6@GySmvxj$cB>NZB;;`86+ldL5!!P_$n{l+?yF6j@Z!Q(4vmiHg5PI4MLN(=0 zBl`xnM??AN5s)w3F7hyB$alBtD-f?2jL(9=C+r?S{Nvxg6lSAINniU21?$nD;c*&J zO`4oZ$@Qo4$$&y_17dDJ-Hv~LXrK)Qx_t=<2HU!Lncwhpv-LFnsm{m={NUQkTfn76 zAdXD`4;nb4kGusa{?_=vq&+zh6Gm@f4_wj<0GSQ}XMvV~_a19kk6)2!a`@NL(c>fl z?nDU!K@Y(LftG*amTqo;x@+zZ(S+?|AP|*5dFN@sK=`RhMa*s5plq95B;0r zP+Ec!?@>AAc#-4D_22 OnboardingWtfAlgoId} -import com.twitter.ml.featurestore.catalog.entities.onboarding.{ - WtfAlgorithmType => OnboardingWtfAlgoType -} -import com.twitter.ml.featurestore.catalog.features.customer_journey.CombineAllFeaturesPolicy -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.WtfAlgorithmId -import com.twitter.ml.featurestore.lib.WtfAlgorithmType -import com.twitter.ml.featurestore.lib.data.PredictionRecord -import com.twitter.ml.featurestore.lib.data.PredictionRecordAdapter -import com.twitter.ml.featurestore.lib.dataset.DatasetId -import com.twitter.ml.featurestore.lib.dataset.online.Hydrator.HydrationResponse -import com.twitter.ml.featurestore.lib.dataset.online.OnlineAccessDataset -import com.twitter.ml.featurestore.lib.dynamic.ClientConfig -import com.twitter.ml.featurestore.lib.dynamic.DynamicFeatureStoreClient -import com.twitter.ml.featurestore.lib.dynamic.DynamicHydrationConfig -import com.twitter.ml.featurestore.lib.dynamic.FeatureStoreParamsConfig -import com.twitter.ml.featurestore.lib.dynamic.GatedFeatures -import com.twitter.ml.featurestore.lib.entity.EntityWithId -import com.twitter.ml.featurestore.lib.feature.BoundFeature -import com.twitter.ml.featurestore.lib.feature.BoundFeatureSet -import com.twitter.ml.featurestore.lib.online.DatasetValuesCache -import com.twitter.ml.featurestore.lib.online.FeatureStoreRequest -import com.twitter.ml.featurestore.lib.online.OnlineFeatureGenerationStats -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import java.util.concurrent.TimeUnit -import scala.collection.JavaConverters._ - -class FeatureStorePostNuxAlgorithmSource @Inject() ( - serviceIdentifier: ServiceIdentifier, - stats: StatsReceiver) - extends FeatureSource { - import FeatureStorePostNuxAlgorithmSource._ - - val backupSourceStats = stats.scope("feature_store_hydration_post_nux_algorithm") - val adapterStats = backupSourceStats.scope("adapters") - override def id: FeatureSourceId = FeatureSourceId.FeatureStorePostNuxAlgorithmSourceId - override def featureContext: FeatureContext = getFeatureContext - - private val dataRecordMerger = new DataRecordMerger - - val clientConfig: ClientConfig[HasParams] = ClientConfig( - dynamicHydrationConfig = dynamicHydrationConfig, - featureStoreParamsConfig = - FeatureStoreParamsConfig(FeatureStoreParameters.featureStoreParams, Map.empty), - /** - * The smaller one between `timeoutProvider` and `FeatureStoreSourceParams.GlobalFetchTimeout` - * used below takes effect. - */ - timeoutProvider = Function.const(800.millis), - serviceIdentifier = serviceIdentifier - ) - - private val datasetsToCache = Set( - PostNuxAlgorithmIdAggregateDataset, - PostNuxAlgorithmTypeAggregateDataset, - ).asInstanceOf[Set[OnlineAccessDataset[_ <: EntityId, _]]] - - private val datasetValuesCache: DatasetValuesCache = - DatasetValuesCache( - Caffeine - .newBuilder() - .expireAfterWrite(randomizedTTL(12.hours.inSeconds), TimeUnit.SECONDS) - .maximumSize(DefaultCacheMaxKeys) - .build[(_ <: EntityId, DatasetId), Stitch[HydrationResponse[_]]] - .asMap, - datasetsToCache, - DatasetCacheScope - ) - - private val dynamicFeatureStoreClient = DynamicFeatureStoreClient( - clientConfig, - backupSourceStats, - Set(datasetValuesCache) - ) - - private val adapterToDataRecord: IRecordOneToOneAdapter[PredictionRecord] = - PredictionRecordAdapter.oneToOne( - BoundFeatureSet(allFeatures), - OnlineFeatureGenerationStats(backupSourceStats) - ) - - // These two calculate the rate for each feature by dividing it by the number of impressions, then - // apply a log transformation. - private val transformAdapters = Seq(PostNuxAlgorithmIdAdapter, PostNuxAlgorithmTypeAdapter) - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - target.getOptionalUserId - .map { _: Long => - val candidateAlgoIdEntities = candidates.map { candidate => - candidate.id -> candidate.getAllAlgorithms - .flatMap { algo => - AlgorithmToFeedbackTokenMap.get(remapCandidateSource(algo)) - }.map(algoId => OnboardingWtfAlgoId.withId(WtfAlgorithmId(algoId))) - }.toMap - - val candidateAlgoTypeEntities = candidateAlgoIdEntities.map { - case (candidateId, algoIdEntities) => - candidateId -> algoIdEntities - .map(_.id.algoId) - .flatMap(algoId => CandidateAlgorithmTypeConstants.getAlgorithmTypes(algoId.toString)) - .distinct - .map(algoType => OnboardingWtfAlgoType.withId(WtfAlgorithmType(algoType))) - } - - val entities = { - candidateAlgoIdEntities.values.flatten ++ candidateAlgoTypeEntities.values.flatten - }.toSeq.distinct - val requests = entities.map(entity => FeatureStoreRequest(Seq(entity))) - - val predictionRecordsFut = dynamicFeatureStoreClient(requests, target) - val candidateFeatureMap = predictionRecordsFut.map { - predictionRecords: Seq[PredictionRecord] => - val entityFeatureMap: Map[EntityWithId[_], DataRecord] = entities - .zip(predictionRecords).map { - case (entity, predictionRecord) => - entity -> adaptAdditionalFeaturesToDataRecord( - adapterToDataRecord.adaptToDataRecord(predictionRecord), - adapterStats, - transformAdapters) - }.toMap - - // In case we have more than one algorithm ID, or type, for a candidate, we merge the - // resulting DataRecords using the two merging policies below. - val algoIdMergeFn = - CombineAllFeaturesPolicy(PostNuxAlgorithmIdAdapter.getFeatures).getMergeFn - val algoTypeMergeFn = - CombineAllFeaturesPolicy(PostNuxAlgorithmTypeAdapter.getFeatures).getMergeFn - - val candidateAlgoIdFeaturesMap = candidateAlgoIdEntities.mapValues { entities => - val features = entities.flatMap(e => Option(entityFeatureMap.getOrElse(e, null))) - algoIdMergeFn(features) - } - - val candidateAlgoTypeFeaturesMap = candidateAlgoTypeEntities.mapValues { entities => - val features = entities.flatMap(e => Option(entityFeatureMap.getOrElse(e, null))) - algoTypeMergeFn(features) - } - - candidates.map { candidate => - val idDrOpt = candidateAlgoIdFeaturesMap.getOrElse(candidate.id, None) - val typeDrOpt = candidateAlgoTypeFeaturesMap.getOrElse(candidate.id, None) - - val featureDr = (idDrOpt, typeDrOpt) match { - case (None, Some(typeDataRecord)) => typeDataRecord - case (Some(idDataRecord), None) => idDataRecord - case (None, None) => new DataRecord() - case (Some(idDataRecord), Some(typeDataRecord)) => - dataRecordMerger.merge(idDataRecord, typeDataRecord) - idDataRecord - } - candidate -> featureDr - }.toMap - } - Stitch - .callFuture(candidateFeatureMap) - .within(target.params(FeatureStoreSourceParams.GlobalFetchTimeout))( - com.twitter.finagle.util.DefaultTimer) - .rescue { - case _: TimeoutException => - Stitch.value(Map.empty[CandidateUser, DataRecord]) - } - }.getOrElse(Stitch.value(Map.empty[CandidateUser, DataRecord])) - } -} - -object FeatureStorePostNuxAlgorithmSource { - private val DatasetCacheScope = "feature_store_local_cache_post_nux_algorithm" - private val DefaultCacheMaxKeys = 1000 // Both of these datasets have <50 keys total. - - val allFeatures: Set[BoundFeature[_ <: EntityId, _]] = - FeatureStoreFeatures.postNuxAlgorithmIdAggregateFeatures ++ - FeatureStoreFeatures.postNuxAlgorithmTypeAggregateFeatures - - val algoIdFinalFeatures = CombineAllFeaturesPolicy( - PostNuxAlgorithmIdAdapter.getFeatures).outputFeaturesPostMerge.toSeq - val algoTypeFinalFeatures = CombineAllFeaturesPolicy( - PostNuxAlgorithmTypeAdapter.getFeatures).outputFeaturesPostMerge.toSeq - - val getFeatureContext: FeatureContext = - new FeatureContext().addFeatures((algoIdFinalFeatures ++ algoTypeFinalFeatures).asJava) - - val dynamicHydrationConfig: DynamicHydrationConfig[HasParams] = - DynamicHydrationConfig( - Set( - GatedFeatures( - boundFeatureSet = - BoundFeatureSet(FeatureStoreFeatures.postNuxAlgorithmIdAggregateFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableAlgorithmAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = - BoundFeatureSet(FeatureStoreFeatures.postNuxAlgorithmTypeAggregateFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableAlgorithmAggregateFeatures) - ), - )) -} diff --git 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z`@`*jl`C=Q0QZHG|Kh{W2&$a|$H-@WxGG literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreSource.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreSource.scala deleted file mode 100644 index 991bdee86..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreSource.scala +++ /dev/null @@ -1,368 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.github.benmanes.caffeine.cache.Caffeine -import com.google.inject.Inject -import com.google.inject.Singleton -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.TimeoutException -import com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.feature_hydration.adapters.CandidateAlgorithmAdapter.remapCandidateSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.adaptAdditionalFeaturesToDataRecord -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.randomizedTTL -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.hermit.constants.AlgorithmFeedbackTokens.AlgorithmToFeedbackTokenMap -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.api.IRecordOneToOneAdapter -import com.twitter.ml.featurestore.catalog.datasets.core.UsersourceEntityDataset -import com.twitter.ml.featurestore.catalog.datasets.magicrecs.NotificationSummariesEntityDataset -import com.twitter.ml.featurestore.catalog.datasets.onboarding.MetricCenterUserCountingFeaturesDataset -import com.twitter.ml.featurestore.catalog.datasets.timelines.AuthorFeaturesEntityDataset -import com.twitter.ml.featurestore.catalog.entities.core.{Author => AuthorEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{AuthorTopic => AuthorTopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{CandidateUser => CandidateUserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{Topic => TopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{User => UserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{UserCandidate => UserCandidateEntity} -import com.twitter.ml.featurestore.catalog.entities.onboarding.UserWtfAlgorithmEntity -import com.twitter.ml.featurestore.lib.data.PredictionRecord -import com.twitter.ml.featurestore.lib.data.PredictionRecordAdapter -import com.twitter.ml.featurestore.lib.dataset.online.Hydrator.HydrationResponse -import com.twitter.ml.featurestore.lib.dataset.online.OnlineAccessDataset -import com.twitter.ml.featurestore.lib.dataset.DatasetId -import com.twitter.ml.featurestore.lib.dynamic._ -import com.twitter.ml.featurestore.lib.feature._ -import com.twitter.ml.featurestore.lib.online.DatasetValuesCache -import com.twitter.ml.featurestore.lib.online.FeatureStoreRequest -import com.twitter.ml.featurestore.lib.online.OnlineFeatureGenerationStats -import com.twitter.ml.featurestore.lib.EdgeEntityId -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.TopicId -import com.twitter.ml.featurestore.lib.UserId -import com.twitter.ml.featurestore.lib.WtfAlgorithmId -import com.twitter.onboarding.relevance.adapters.features.featurestore.CandidateAuthorTopicAggregatesAdapter -import com.twitter.onboarding.relevance.adapters.features.featurestore.CandidateTopicEngagementRealTimeAggregatesAdapter -import com.twitter.onboarding.relevance.adapters.features.featurestore.CandidateTopicEngagementUserStateRealTimeAggregatesAdapter -import com.twitter.onboarding.relevance.adapters.features.featurestore.CandidateTopicNegativeEngagementUserStateRealTimeAggregatesAdapter -import com.twitter.onboarding.relevance.adapters.features.featurestore.FeatureStoreAdapter -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams - -import java.util.concurrent.TimeUnit - -@Singleton -class FeatureStoreSource @Inject() ( - serviceIdentifier: ServiceIdentifier, - stats: StatsReceiver) - extends FeatureSource { - import FeatureStoreSource._ - - override val id: FeatureSourceId = FeatureSourceId.FeatureStoreSourceId - override val featureContext: FeatureContext = FeatureStoreSource.getFeatureContext - val hydrateFeaturesStats = stats.scope("hydrate_features") - val adapterStats = stats.scope("adapters") - val featureSet: BoundFeatureSet = BoundFeatureSet(FeatureStoreSource.allFeatures) - val clientConfig: ClientConfig[HasParams] = ClientConfig( - dynamicHydrationConfig = FeatureStoreSource.dynamicHydrationConfig, - featureStoreParamsConfig = - FeatureStoreParamsConfig(FeatureStoreParameters.featureStoreParams, Map.empty), - /** - * The smaller one between `timeoutProvider` and `FeatureStoreSourceParams.GlobalFetchTimeout` - * used below takes effect. - */ - timeoutProvider = Function.const(800.millis), - serviceIdentifier = serviceIdentifier - ) - - private val datasetsToCache = Set( - MetricCenterUserCountingFeaturesDataset, - UsersourceEntityDataset, - AuthorFeaturesEntityDataset, - NotificationSummariesEntityDataset - ).asInstanceOf[Set[OnlineAccessDataset[_ <: EntityId, _]]] - - private val datasetValuesCache: DatasetValuesCache = - DatasetValuesCache( - Caffeine - .newBuilder() - .expireAfterWrite(randomizedTTL(12.hours.inSeconds), TimeUnit.SECONDS) - .maximumSize(DefaultCacheMaxKeys) - .build[(_ <: EntityId, DatasetId), Stitch[HydrationResponse[_]]] - .asMap, - datasetsToCache, - DatasetCacheScope - ) - - private val dynamicFeatureStoreClient = DynamicFeatureStoreClient( - clientConfig, - stats, - Set(datasetValuesCache) - ) - - private val adapter: IRecordOneToOneAdapter[PredictionRecord] = - PredictionRecordAdapter.oneToOne( - BoundFeatureSet(allFeatures), - OnlineFeatureGenerationStats(stats) - ) - - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - target.getOptionalUserId - .map { targetUserId => - val featureRequests = candidates.map { candidate => - val userId = UserId(targetUserId) - val userEntityId = UserEntity.withId(userId) - val candidateEntityId = CandidateUserEntity.withId(UserId(candidate.id)) - val userCandidateEdgeEntityId = - UserCandidateEntity.withId(EdgeEntityId(userId, UserId(candidate.id))) - val similarToUserId = target.similarToUserIds.map(id => AuthorEntity.withId(UserId(id))) - val topicProof = candidate.reason.flatMap(_.accountProof.flatMap(_.topicProof)) - val topicEntities = if (topicProof.isDefined) { - hydrateFeaturesStats.counter("candidates_with_topic_proof").incr() - val topicId = topicProof.get.topicId - val topicEntityId = TopicEntity.withId(TopicId(topicId)) - val authorTopicEntityId = - AuthorTopicEntity.withId(EdgeEntityId(UserId(candidate.id), TopicId(topicId))) - Seq(topicEntityId, authorTopicEntityId) - } else Nil - - val candidateAlgorithmsWithScores = candidate.getAllAlgorithms - val userWtfAlgEdgeEntities = - candidateAlgorithmsWithScores.flatMap(algo => { - val algoId = AlgorithmToFeedbackTokenMap.get(remapCandidateSource(algo)) - algoId.map(id => - UserWtfAlgorithmEntity.withId(EdgeEntityId(userId, WtfAlgorithmId(id)))) - }) - - val entities = Seq( - userEntityId, - candidateEntityId, - userCandidateEdgeEntityId) ++ similarToUserId ++ topicEntities ++ userWtfAlgEdgeEntities - FeatureStoreRequest(entities) - } - - val predictionRecordsFut = dynamicFeatureStoreClient(featureRequests, target) - val candidateFeatureMap = predictionRecordsFut.map { predictionRecords => - // we can zip predictionRecords with candidates as the order is preserved in the client - candidates - .zip(predictionRecords).map { - case (candidate, predictionRecord) => - candidate -> adaptAdditionalFeaturesToDataRecord( - adapter.adaptToDataRecord(predictionRecord), - adapterStats, - FeatureStoreSource.featureAdapters) - }.toMap - } - Stitch - .callFuture(candidateFeatureMap) - .within(target.params(FeatureStoreSourceParams.GlobalFetchTimeout))( - com.twitter.finagle.util.DefaultTimer) - .rescue { - case _: TimeoutException => - Stitch.value(Map.empty[CandidateUser, DataRecord]) - } - }.getOrElse(Stitch.value(Map.empty[CandidateUser, DataRecord])) - } -} - -// list of features that we will be fetching, even if we are only scribing but not scoring with them -object FeatureStoreSource { - - private val DatasetCacheScope = "feature_store_local_cache" - private val DefaultCacheMaxKeys = 70000 - - import FeatureStoreFeatures._ - - ///////////////////// ALL hydrated features ///////////////////// - val allFeatures: Set[BoundFeature[_ <: EntityId, _]] = - //target user - targetUserFeatures ++ - targetUserUserAuthorUserStateRealTimeAggregatesFeature ++ - targetUserResurrectionFeatures ++ - targetUserWtfImpressionFeatures ++ - targetUserStatusFeatures ++ - targetUserMetricCountFeatures ++ - //candidate user - candidateUserFeatures ++ - candidateUserResurrectionFeatures ++ - candidateUserAuthorRealTimeAggregateFeatures ++ - candidateUserStatusFeatures ++ - candidateUserMetricCountFeatures ++ - candidateUserTimelinesAuthorAggregateFeatures ++ - candidateUserClientFeatures ++ - //similar to user - similarToUserFeatures ++ - similarToUserStatusFeatures ++ - similarToUserMetricCountFeatures ++ - similarToUserTimelinesAuthorAggregateFeatures ++ - //other - userCandidateEdgeFeatures ++ - userCandidateWtfImpressionCandidateFeatures ++ - topicFeatures ++ - userWtfAlgorithmEdgeFeatures ++ - targetUserClientFeatures - - val dynamicHydrationConfig: DynamicHydrationConfig[HasParams] = - DynamicHydrationConfig( - Set( - GatedFeatures( - boundFeatureSet = BoundFeatureSet(topicAggregateFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableTopicAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(authorTopicFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableAuthorTopicAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(userTopicFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableUserTopicFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserUserAuthorUserStateRealTimeAggregatesFeature), - gate = HasParams.paramGate( - FeatureStoreSourceParams.EnableTargetUserUserAuthorUserStateRealTimeAggregatesFeature) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserResurrectionFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserResurrectionFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserWtfImpressionFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserWtfImpressionFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserStatusFeatures), - gate = - HasParams.paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserMetricCountFeatures), - gate = HasParams - .paramGate( - FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserAuthorRealTimeAggregateFeatures), - gate = HasParams.paramGate( - FeatureStoreSourceParams.EnableCandidateUserAuthorRealTimeAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserResurrectionFeatures), - gate = - HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserResurrectionFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserStatusFeatures), - gate = - HasParams.paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserTimelinesAuthorAggregateFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors).unary_! & - HasParams.paramGate( - FeatureStoreSourceParams.EnableCandidateUserTimelinesAuthorAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserMetricCountFeatures), - gate = - HasParams - .paramGate( - FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(userCandidateEdgeFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableUserCandidateEdgeFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(userCandidateWtfImpressionCandidateFeatures), - gate = HasParams.paramGate( - FeatureStoreSourceParams.EnableUserCandidateWtfImpressionCandidateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(userWtfAlgorithmEdgeFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableUserWtfAlgEdgeFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(similarToUserFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(similarToUserStatusFeatures), - gate = - HasParams.paramGate(FeatureStoreSourceParams.EnableSeparateClientForGizmoduck).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(similarToUserTimelinesAuthorAggregateFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(similarToUserMetricCountFeatures), - gate = - HasParams - .paramGate( - FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting).unary_! & - HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserClientFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateClientFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(targetUserClientFeatures), - gate = HasParams.paramGate(FeatureStoreSourceParams.EnableUserClientFeatures) - ), - ) - ) - // for calibrating features, e.g. add log transformed topic features - val featureAdapters: Seq[FeatureStoreAdapter] = Seq( - CandidateTopicEngagementRealTimeAggregatesAdapter, - CandidateTopicNegativeEngagementUserStateRealTimeAggregatesAdapter, - CandidateTopicEngagementUserStateRealTimeAggregatesAdapter, - CandidateAuthorTopicAggregatesAdapter - ) - val additionalFeatureContext: FeatureContext = FeatureContext.merge( - featureAdapters - .foldRight(new FeatureContext())((adapter, context) => - context - .addFeatures(adapter.getFeatureContext)) - ) - val getFeatureContext: FeatureContext = - BoundFeatureSet(allFeatures).toFeatureContext - .addFeatures(additionalFeatureContext) - // The below are aggregated features that are aggregated for a second time over multiple keys. - .addFeatures(maxSumAvgAggregatedFeatureContext) -} diff --git 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com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.twitter.timelines.configapi.DurationConversion -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.util.Duration -import com.twitter.conversions.DurationOps._ - -object FeatureStoreSourceParams { - case object EnableTopicAggregateFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableTopicAggregateFeatures, - default = true - ) - case object EnableAlgorithmAggregateFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableAlgorithmAggregateFeatures, - default = false - ) - case object EnableAuthorTopicAggregateFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableAuthorTopicAggregateFeatures, - default = true - ) - case object EnableUserTopicFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableUserTopicFeatures, - default = false - ) - case object EnableTargetUserFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableTargetUserFeatures, - default = true - ) - case object EnableTargetUserUserAuthorUserStateRealTimeAggregatesFeature - extends FSParam[Boolean]( - name = - FeatureHydrationSourcesFeatureSwitchKeys.EnableTargetUserUserAuthorUserStateRealTimeAggregatesFeature, - default = true - ) - case object EnableTargetUserResurrectionFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableTargetUserResurrectionFeatures, - default = true - ) - case object EnableTargetUserWtfImpressionFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableTargetUserWtfImpressionFeatures, - default = true - ) - case object EnableCandidateUserFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidateUserFeatures, - default = true - ) - case object EnableCandidateUserAuthorRealTimeAggregateFeatures - extends FSParam[Boolean]( - name = - FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidateUserAuthorRealTimeAggregateFeatures, - default = true - ) - case object EnableCandidateUserResurrectionFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidateUserResurrectionFeatures, - default = true - ) - case object EnableCandidateUserTimelinesAuthorAggregateFeatures - extends FSParam[Boolean]( - name = - FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidateUserTimelinesAuthorAggregateFeatures, - default = true - ) - case object EnableUserCandidateEdgeFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableUserCandidateEdgeFeatures, - default = true - ) - case object EnableUserCandidateWtfImpressionCandidateFeatures - extends FSParam[Boolean]( - name = - FeatureHydrationSourcesFeatureSwitchKeys.EnableUserCandidateWtfImpressionCandidateFeatures, - default = true - ) - case object EnableUserWtfAlgEdgeFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableUserWtfAlgEdgeFeatures, - default = false - ) - case object EnableSimilarToUserFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableSimilarToUserFeatures, - default = true - ) - - case object EnableCandidatePrecomputedNotificationFeatures - extends FSParam[Boolean]( - name = - FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidatePrecomputedNotificationFeatures, - default = false - ) - - case object EnableCandidateClientFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableCandidateClientFeatures, - default = false - ) - - case object EnableUserClientFeatures - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.EnableUserClientFeatures, - default = false - ) - - case object EnableSeparateClientForTimelinesAuthors - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.UseSeparateClientForTimelinesAuthor, - default = false - ) - - case object EnableSeparateClientForMetricCenterUserCounting - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.UseSeparateClientMetricCenterUserCounting, - default = false - ) - - case object EnableSeparateClientForNotifications - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.UseSeparateClientForNotifications, - default = false - ) - - case object EnableSeparateClientForGizmoduck - extends FSParam[Boolean]( - name = FeatureHydrationSourcesFeatureSwitchKeys.UseSeparateClientForGizmoduck, - default = false - ) - - case object GlobalFetchTimeout - extends FSBoundedParam[Duration]( - name = FeatureHydrationSourcesFeatureSwitchKeys.FeatureHydrationTimeout, - default = 240.millisecond, - min = 100.millisecond, - max = 400.millisecond) - with HasDurationConversion { - override def durationConversion: DurationConversion = DurationConversion.FromMillis - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreTimelinesAuthorSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreTimelinesAuthorSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..a83d70c0ca0d0a149bcc503cb2910262bf3581af GIT binary patch literal 38974 zcmagFV|Zm<)-D{|uGqFwF)Frg+jc6pZQHh;RBTmHNyYZr^*r7EcK3VE_x)M9GS?b6 z##no5&n+(n3Wf#*1Ox@tnZ}`BtymnN3=9M`0RaSr3TV|5wzG9Mv31r{_OLf`(xG>^ zv2IS5k=qbJ`hNM2p2EOK=p~GZUa@aaX-^xEEmE6#&#AG>a4rq<{5ZuOt}-tl3PB&A zmHz01ztOl>Bu_Atew>S(@*Ouk|WtJV7 z@t|&yTMs4VQYcR|Fj@T>D2AdsRuzR{Bm_#4cLF@Dws4*!zl+3PS@Cp?;(*5da6;bo 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com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.github.benmanes.caffeine.cache.Caffeine -import com.google.inject.Inject -import com.twitter.finagle.TimeoutException -import com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.adaptAdditionalFeaturesToDataRecord -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.randomizedTTL -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.api.IRecordOneToOneAdapter -import com.twitter.ml.featurestore.catalog.datasets.timelines.AuthorFeaturesEntityDataset -import com.twitter.ml.featurestore.catalog.entities.core.{Author => AuthorEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{AuthorTopic => AuthorTopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{CandidateUser => CandidateUserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{User => UserEntity} -import com.twitter.ml.featurestore.lib.EdgeEntityId -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.TopicId -import com.twitter.ml.featurestore.lib.UserId -import com.twitter.ml.featurestore.lib.data.PredictionRecord -import com.twitter.ml.featurestore.lib.data.PredictionRecordAdapter -import com.twitter.ml.featurestore.lib.dataset.DatasetId -import com.twitter.ml.featurestore.lib.dataset.online.Hydrator.HydrationResponse -import com.twitter.ml.featurestore.lib.dataset.online.OnlineAccessDataset -import com.twitter.ml.featurestore.lib.dynamic.ClientConfig -import com.twitter.ml.featurestore.lib.dynamic.DynamicFeatureStoreClient -import com.twitter.ml.featurestore.lib.dynamic.DynamicHydrationConfig -import com.twitter.ml.featurestore.lib.dynamic.FeatureStoreParamsConfig -import com.twitter.ml.featurestore.lib.dynamic.GatedFeatures -import com.twitter.ml.featurestore.lib.feature.BoundFeature -import com.twitter.ml.featurestore.lib.feature.BoundFeatureSet -import com.twitter.ml.featurestore.lib.online.DatasetValuesCache -import com.twitter.ml.featurestore.lib.online.FeatureStoreRequest -import com.twitter.ml.featurestore.lib.online.OnlineFeatureGenerationStats -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import java.util.concurrent.TimeUnit -import com.twitter.conversions.DurationOps._ -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext - -class FeatureStoreTimelinesAuthorSource @Inject() ( - serviceIdentifier: ServiceIdentifier, - stats: StatsReceiver) - extends FeatureSource { - import FeatureStoreTimelinesAuthorSource._ - - val backupSourceStats = stats.scope("feature_store_hydration_timelines_author") - val adapterStats = backupSourceStats.scope("adapters") - override def id: FeatureSourceId = FeatureSourceId.FeatureStoreTimelinesAuthorSourceId - override def featureContext: FeatureContext = getFeatureContext - - val clientConfig: ClientConfig[HasParams] = ClientConfig( - dynamicHydrationConfig = dynamicHydrationConfig, - featureStoreParamsConfig = - FeatureStoreParamsConfig(FeatureStoreParameters.featureStoreParams, Map.empty), - /** - * The smaller one between `timeoutProvider` and `FeatureStoreSourceParams.GlobalFetchTimeout` - * used below takes effect. - */ - timeoutProvider = Function.const(800.millis), - serviceIdentifier = serviceIdentifier - ) - - private val datasetsToCache = Set( - AuthorFeaturesEntityDataset - ).asInstanceOf[Set[OnlineAccessDataset[_ <: EntityId, _]]] - - private val datasetValuesCache: DatasetValuesCache = - DatasetValuesCache( - Caffeine - .newBuilder() - .expireAfterWrite(randomizedTTL(12.hours.inSeconds), TimeUnit.SECONDS) - .maximumSize(DefaultCacheMaxKeys) - .build[(_ <: EntityId, DatasetId), Stitch[HydrationResponse[_]]] - .asMap, - datasetsToCache, - DatasetCacheScope - ) - - private val dynamicFeatureStoreClient = DynamicFeatureStoreClient( - clientConfig, - backupSourceStats, - Set(datasetValuesCache) - ) - - private val adapter: IRecordOneToOneAdapter[PredictionRecord] = - PredictionRecordAdapter.oneToOne( - BoundFeatureSet(allFeatures), - OnlineFeatureGenerationStats(backupSourceStats) - ) - - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - target.getOptionalUserId - .map { targetUserId => - val featureRequests = candidates.map { candidate => - val userEntityId = UserEntity.withId(UserId(targetUserId)) - val candidateEntityId = CandidateUserEntity.withId(UserId(candidate.id)) - val similarToUserId = target.similarToUserIds.map(id => AuthorEntity.withId(UserId(id))) - val topicProof = candidate.reason.flatMap(_.accountProof.flatMap(_.topicProof)) - val authorTopicEntity = if (topicProof.isDefined) { - backupSourceStats.counter("candidates_with_topic_proof").incr() - Set( - AuthorTopicEntity.withId( - EdgeEntityId(UserId(candidate.id), TopicId(topicProof.get.topicId)))) - } else Nil - - val entities = - Seq(userEntityId, candidateEntityId) ++ similarToUserId ++ authorTopicEntity - FeatureStoreRequest(entities) - } - - val predictionRecordsFut = dynamicFeatureStoreClient(featureRequests, target) - val candidateFeatureMap = predictionRecordsFut.map { predictionRecords => - // we can zip predictionRecords with candidates as the order is preserved in the client - candidates - .zip(predictionRecords).map { - case (candidate, predictionRecord) => - candidate -> adaptAdditionalFeaturesToDataRecord( - adapter.adaptToDataRecord(predictionRecord), - adapterStats, - FeatureStoreSource.featureAdapters) - }.toMap - } - Stitch - .callFuture(candidateFeatureMap) - .within(target.params(FeatureStoreSourceParams.GlobalFetchTimeout))( - com.twitter.finagle.util.DefaultTimer) - .rescue { - case _: TimeoutException => - Stitch.value(Map.empty[CandidateUser, DataRecord]) - } - }.getOrElse(Stitch.value(Map.empty[CandidateUser, DataRecord])) - } -} - -object FeatureStoreTimelinesAuthorSource { - private val DatasetCacheScope = "feature_store_local_cache_timelines_author" - private val DefaultCacheMaxKeys = 20000 - - import FeatureStoreFeatures._ - - val allFeatures: Set[BoundFeature[_ <: EntityId, _]] = - similarToUserTimelinesAuthorAggregateFeatures ++ - candidateUserTimelinesAuthorAggregateFeatures ++ - authorTopicFeatures - - val getFeatureContext: FeatureContext = - BoundFeatureSet(allFeatures).toFeatureContext - - val dynamicHydrationConfig: DynamicHydrationConfig[HasParams] = - DynamicHydrationConfig( - Set( - GatedFeatures( - boundFeatureSet = BoundFeatureSet(authorTopicFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors) & - HasParams.paramGate(FeatureStoreSourceParams.EnableAuthorTopicAggregateFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(similarToUserTimelinesAuthorAggregateFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors) & - HasParams.paramGate(FeatureStoreSourceParams.EnableSimilarToUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(candidateUserTimelinesAuthorAggregateFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForTimelinesAuthors) & - HasParams.paramGate( - FeatureStoreSourceParams.EnableCandidateUserTimelinesAuthorAggregateFeatures) - ), - )) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreUserMetricCountsSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/FeatureStoreUserMetricCountsSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..66eafd511c0b5de795932dd78aae06effd6bf9bd GIT binary patch literal 38987 zcmagEV|Zm<)-D{gVpeS1c2Y^jHY%)e$2KZX#kOtRX2mutwsCenPj|oF{hsrEe^#!{ zwZ@Gx)|%Q=K^hza9Rvgf2Ba;SQ=>wuASMA61Y{Hn1OyG(sx1nzaWt`U)K_t{HF3~o zaJ9B-NRX9Z6+-@T@rIGeC_v;PiiA>Xb@pbecD1WL1&FSL z@Brjrd)D0yE@SGf$56E;5x2@(8>kjRduIU4K#JlT|g^@9kQeQ7T^M z#{rT!?hm4f=_lR()Rc9^y75q{EbTulJOdy49v-L*ev%11ErsYk%+1PLkE{9)BmH1k 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com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.adaptAdditionalFeaturesToDataRecord -import com.twitter.follow_recommendations.common.feature_hydration.sources.Utils.randomizedTTL -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.ml.api.IRecordOneToOneAdapter -import com.twitter.ml.featurestore.catalog.datasets.onboarding.MetricCenterUserCountingFeaturesDataset -import com.twitter.ml.featurestore.catalog.entities.core.{Author => AuthorEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{AuthorTopic => AuthorTopicEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{CandidateUser => CandidateUserEntity} -import com.twitter.ml.featurestore.catalog.entities.core.{User => UserEntity} -import com.twitter.ml.featurestore.lib.EdgeEntityId -import com.twitter.ml.featurestore.lib.EntityId -import com.twitter.ml.featurestore.lib.TopicId -import com.twitter.ml.featurestore.lib.UserId -import com.twitter.ml.featurestore.lib.data.PredictionRecord -import com.twitter.ml.featurestore.lib.data.PredictionRecordAdapter -import com.twitter.ml.featurestore.lib.dataset.DatasetId -import com.twitter.ml.featurestore.lib.dataset.online.Hydrator.HydrationResponse -import com.twitter.ml.featurestore.lib.dataset.online.OnlineAccessDataset -import com.twitter.ml.featurestore.lib.dynamic.ClientConfig -import com.twitter.ml.featurestore.lib.dynamic.DynamicFeatureStoreClient -import com.twitter.ml.featurestore.lib.dynamic.DynamicHydrationConfig -import com.twitter.ml.featurestore.lib.dynamic.FeatureStoreParamsConfig -import com.twitter.ml.featurestore.lib.dynamic.GatedFeatures -import com.twitter.ml.featurestore.lib.feature.BoundFeature -import com.twitter.ml.featurestore.lib.feature.BoundFeatureSet -import com.twitter.ml.featurestore.lib.online.DatasetValuesCache -import com.twitter.ml.featurestore.lib.online.FeatureStoreRequest -import com.twitter.ml.featurestore.lib.online.OnlineFeatureGenerationStats -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import java.util.concurrent.TimeUnit -import com.twitter.conversions.DurationOps._ -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext - -class FeatureStoreUserMetricCountsSource @Inject() ( - serviceIdentifier: ServiceIdentifier, - stats: StatsReceiver) - extends FeatureSource { - import FeatureStoreUserMetricCountsSource._ - - val backupSourceStats = stats.scope("feature_store_hydration_mc_counting") - val adapterStats = backupSourceStats.scope("adapters") - override def id: FeatureSourceId = FeatureSourceId.FeatureStoreUserMetricCountsSourceId - override def featureContext: FeatureContext = getFeatureContext - - val clientConfig: ClientConfig[HasParams] = ClientConfig( - dynamicHydrationConfig = dynamicHydrationConfig, - featureStoreParamsConfig = - FeatureStoreParamsConfig(FeatureStoreParameters.featureStoreParams, Map.empty), - /** - * The smaller one between `timeoutProvider` and `FeatureStoreSourceParams.GlobalFetchTimeout` - * used below takes effect. - */ - timeoutProvider = Function.const(800.millis), - serviceIdentifier = serviceIdentifier - ) - - private val datasetsToCache = Set( - MetricCenterUserCountingFeaturesDataset - ).asInstanceOf[Set[OnlineAccessDataset[_ <: EntityId, _]]] - - private val datasetValuesCache: DatasetValuesCache = - DatasetValuesCache( - Caffeine - .newBuilder() - .expireAfterWrite(randomizedTTL(12.hours.inSeconds), TimeUnit.SECONDS) - .maximumSize(DefaultCacheMaxKeys) - .build[(_ <: EntityId, DatasetId), Stitch[HydrationResponse[_]]] - .asMap, - datasetsToCache, - DatasetCacheScope - ) - - private val dynamicFeatureStoreClient = DynamicFeatureStoreClient( - clientConfig, - backupSourceStats, - Set(datasetValuesCache) - ) - - private val adapter: IRecordOneToOneAdapter[PredictionRecord] = - PredictionRecordAdapter.oneToOne( - BoundFeatureSet(allFeatures), - OnlineFeatureGenerationStats(backupSourceStats) - ) - - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - target.getOptionalUserId - .map { targetUserId => - val featureRequests = candidates.map { candidate => - val userEntityId = UserEntity.withId(UserId(targetUserId)) - val candidateEntityId = CandidateUserEntity.withId(UserId(candidate.id)) - val similarToUserId = target.similarToUserIds.map(id => AuthorEntity.withId(UserId(id))) - val topicProof = candidate.reason.flatMap(_.accountProof.flatMap(_.topicProof)) - val authorTopicEntity = if (topicProof.isDefined) { - backupSourceStats.counter("candidates_with_topic_proof").incr() - Set( - AuthorTopicEntity.withId( - EdgeEntityId(UserId(candidate.id), TopicId(topicProof.get.topicId)))) - } else Nil - - val entities = - Seq(userEntityId, candidateEntityId) ++ similarToUserId ++ authorTopicEntity - FeatureStoreRequest(entities) - } - - val predictionRecordsFut = dynamicFeatureStoreClient(featureRequests, target) - val candidateFeatureMap = predictionRecordsFut.map { predictionRecords => - // we can zip predictionRecords with candidates as the order is preserved in the client - candidates - .zip(predictionRecords).map { - case (candidate, predictionRecord) => - candidate -> adaptAdditionalFeaturesToDataRecord( - adapter.adaptToDataRecord(predictionRecord), - adapterStats, - FeatureStoreSource.featureAdapters) - }.toMap - } - Stitch - .callFuture(candidateFeatureMap) - .within(target.params(FeatureStoreSourceParams.GlobalFetchTimeout))( - com.twitter.finagle.util.DefaultTimer) - .rescue { - case _: TimeoutException => - Stitch.value(Map.empty[CandidateUser, DataRecord]) - } - }.getOrElse(Stitch.value(Map.empty[CandidateUser, DataRecord])) - } -} - -object FeatureStoreUserMetricCountsSource { - private val DatasetCacheScope = "feature_store_local_cache_mc_user_counting" - private val DefaultCacheMaxKeys = 20000 - - val allFeatures: Set[BoundFeature[_ <: EntityId, _]] = - FeatureStoreFeatures.candidateUserMetricCountFeatures ++ - FeatureStoreFeatures.similarToUserMetricCountFeatures ++ - FeatureStoreFeatures.targetUserMetricCountFeatures - - val getFeatureContext: FeatureContext = - BoundFeatureSet(allFeatures).toFeatureContext - - val dynamicHydrationConfig: DynamicHydrationConfig[HasParams] = - DynamicHydrationConfig( - Set( - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.targetUserMetricCountFeatures), - gate = HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting) & - HasParams.paramGate(FeatureStoreSourceParams.EnableTargetUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.candidateUserMetricCountFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting) & - HasParams.paramGate(FeatureStoreSourceParams.EnableCandidateUserFeatures) - ), - GatedFeatures( - boundFeatureSet = BoundFeatureSet(FeatureStoreFeatures.similarToUserMetricCountFeatures), - gate = - HasParams - .paramGate(FeatureStoreSourceParams.EnableSeparateClientForMetricCenterUserCounting) & - 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JLong} -import scala.util.Random - -object HydrationSourcesModule extends TwitterModule { - - val readFromManhattan = flag( - "feature_hydration_enable_reading_from_manhattan", - false, - "Whether to read the data from Manhattan or Strato") - - val manhattanAppId = - flag("frs_readonly.appId", "ml_features_athena", "RO App Id used by the RO FRS service") - val manhattanDestName = flag( - "frs_readonly.destName", - "/s/manhattan/athena.native-thrift", - "manhattan Dest Name used by the RO FRS service") - - @Provides - @Singleton - def providesAthenaManhattanClient( - serviceIdentifier: ServiceIdentifier - ): ManhattanKVEndpoint = { - val client = ManhattanKVClient( - manhattanAppId(), - manhattanDestName(), - ManhattanKVClientMtlsParams(serviceIdentifier) - ) - ManhattanKVEndpointBuilder(client) - .defaultGuarantee(Guarantee.Weak) - .build() - } - - val manhattanAuthorDataset = "timelines_author_features" - private val defaultCacheMaxKeys = 60000 - private val cacheTTL = 12.hours - private val earlyExpiration = 0.2 - - val authorKeyDesc = KeyDescriptor(Component(LongInjection), Component0) - val authorDatasetKey = authorKeyDesc.withDataset(manhattanAuthorDataset) - val authorValDesc = ValueDescriptor(BinaryCompactScalaInjection(AuthorFeatures)) - - @Provides - @Singleton - def timelinesAuthorStitchCache( - manhattanReadOnlyEndpoint: ManhattanKVEndpoint, - timelinesAuthorFeaturesColumn: TimelinesAuthorFeaturesOnUserClientColumn, - stats: StatsReceiver - ): StitchCache[JLong, Option[AuthorFeatures]] = { - - val stitchCacheStats = - stats - .scope("direct_ds_source_feature_hydration_module").scope("timelines_author") - - val stStat = stitchCacheStats.counter("readFromStrato-each") - val mhtStat = stitchCacheStats.counter("readFromManhattan-each") - - val timelinesAuthorUnderlyingCall = if (readFromManhattan()) { - stitchCacheStats.counter("readFromManhattan").incr() - val authorCacheUnderlyingManhattanCall: JLong => Stitch[Option[AuthorFeatures]] = id => { - mhtStat.incr() - val key = authorDatasetKey.withPkey(id) - manhattanReadOnlyEndpoint - .get(key = key, valueDesc = authorValDesc).map(_.map(value => - clearUnsedFieldsForAuthorFeature(value.contents))) - } - authorCacheUnderlyingManhattanCall - } else { - stitchCacheStats.counter("readFromStrato").incr() - val authorCacheUnderlyingStratoCall: JLong => Stitch[Option[AuthorFeatures]] = id => { - stStat.incr() - val timelinesAuthorFeaturesFetcher = timelinesAuthorFeaturesColumn.fetcher - timelinesAuthorFeaturesFetcher - .fetch(id).map(result => result.v.map(clearUnsedFieldsForAuthorFeature)) - } - authorCacheUnderlyingStratoCall - } - - StitchCache[JLong, Option[AuthorFeatures]]( - underlyingCall = timelinesAuthorUnderlyingCall, - maxCacheSize = defaultCacheMaxKeys, - ttl = randomizedTTL(cacheTTL.inSeconds).seconds, - statsReceiver = stitchCacheStats - ) - - } - - // Not adding manhattan since it didn't seem useful for Author Data, we can add in another phab - // if deemed helpful - @Provides - @Singleton - def metricCenterUserCountingStitchCache( - mcUserCountingFeaturesColumn: McUserCountingOnUserClientColumn, - stats: StatsReceiver - ): StitchCache[JLong, Option[MCUserCountingFeatures]] = { - - val stitchCacheStats = - stats - .scope("direct_ds_source_feature_hydration_module").scope("mc_user_counting") - - val stStat = stitchCacheStats.counter("readFromStrato-each") - stitchCacheStats.counter("readFromStrato").incr() - - val mcUserCountingCacheUnderlyingCall: JLong => Stitch[Option[MCUserCountingFeatures]] = id => { - stStat.incr() - val mcUserCountingFeaturesFetcher = mcUserCountingFeaturesColumn.fetcher - mcUserCountingFeaturesFetcher.fetch(id).map(_.v) - } - - StitchCache[JLong, Option[MCUserCountingFeatures]]( - underlyingCall = mcUserCountingCacheUnderlyingCall, - maxCacheSize = defaultCacheMaxKeys, - ttl = randomizedTTL(cacheTTL.inSeconds).seconds, - statsReceiver = stitchCacheStats - ) - - } - - // clear out fields we don't need to save cache space - private def clearUnsedFieldsForAuthorFeature(entry: AuthorFeatures): AuthorFeatures = { - entry.unsetUserTopics.unsetUserHealth.unsetAuthorCountryCodeAggregates.unsetOriginalAuthorCountryCodeAggregates - } - - // To avoid a cache stampede. See https://en.wikipedia.org/wiki/Cache_stampede - private def randomizedTTL(ttl: Long): Long = { - (ttl - ttl * earlyExpiration * Random.nextDouble()).toLong - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/PreFetchedFeatureSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/PreFetchedFeatureSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..edc5142ee9b99e150b2809added067939efc6602 GIT binary patch literal 37169 zcmagFWmsIvwm*!!dvFQv?k<7g?ruRF2@Z`1mq2iLcXxLW?hXkAcmH>0=A1Kg?!E8( zW%E!~>nCgNuByGeT1gfX3JVMj3=XUX+Ds8v@SVE@_N{;t8JladlCvp%EcjJ6v z>N83qFic<5Q|^3-S8D}3y&I`?#U)Pk_0u);$RUfo^VV~jPA$0iCBKr%EK2VZ%?-d* zH>Z2Qo8kgz*{$y5GsFl!6U){KNYHu!i>9uK(ZC=X42Dw?9EA?8%A4WNX{T^dQ#l%@ z-lhMvKdR*VGVbd}{vhrrnfbEBM5U2olZMdh&yyTxbgnM-#i%~6-?_$hg1*klQr)q3 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/PreFetchedFeatureSource.scala deleted file mode 100644 index 51975c487..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/PreFetchedFeatureSource.scala +++ /dev/null @@ -1,36 +0,0 @@ -package com.twitter.follow_recommendations.common.feature_hydration.sources - -import com.google.inject.Inject -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.follow_recommendations.common.feature_hydration.adapters.PreFetchedFeatureAdapter -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSource -import com.twitter.follow_recommendations.common.feature_hydration.common.FeatureSourceId -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.HasSimilarToContext -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams - -@Provides -@Singleton -class PreFetchedFeatureSource @Inject() () extends FeatureSource { - override def id: FeatureSourceId = FeatureSourceId.PreFetchedFeatureSourceId - override def featureContext: FeatureContext = PreFetchedFeatureAdapter.getFeatureContext - override def hydrateFeatures( - target: HasClientContext - with HasPreFetchedFeature - with HasParams - with HasSimilarToContext - with HasDisplayLocation, - candidates: Seq[CandidateUser] - ): Stitch[Map[CandidateUser, DataRecord]] = { - Stitch.value(candidates.map { candidate => - candidate -> PreFetchedFeatureAdapter.adaptToDataRecord((target, candidate)) - }.toMap) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/UserScoringFeatureSource.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/UserScoringFeatureSource.docx new file mode 100644 index 0000000000000000000000000000000000000000..3cbedef192d9fd72728202c913e0f2fd855478a9 GIT binary patch literal 37712 zcmagFb9`Of);}DxF&o=98ly>L+iJLD8;xz-wrwYktp-gR+rQm&&b{}X`#jJ4{XnLxv5BA{AY)J{Ao92KSBxY^ej*PMB#g3MTPj<+SRB#n^jj{CWyVu!u*dreo=}xp z`Cur9*o@SBFM_o?zAn!u3M~=QQyrZQwR{rrV$b}IJcct<&V8|1V#y_mJ^cAWsG61x z&yUj_piFx;{XBZ8LFd9bn*NFEk04Q$mC>rGghN3vihN^`A=UY_oVgvOw#tgfBb0lz zU-!r4onI$>Tu2^8e8sX}ml-HjGcD8M+WfduLiI0H#J}k`#0@yqI#1Hp+ncG_)vfgw zBDxO21CYP}u%#xKYyFM70R|aSE^uq^OxY0?$%=x8cn>SyQF`+M%ft 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com.twitter.ml.api.DataRecord -import com.twitter.ml.api.IRecordOneToOneAdapter -import scala.util.Random - -/** - * Helper functions for FeatureStoreSource operations in FRS are available here. - */ -object Utils { - - private val EarlyExpiration = 0.2 - - private[common] def adaptAdditionalFeaturesToDataRecord( - record: DataRecord, - adapterStats: StatsReceiver, - featureAdapters: Seq[IRecordOneToOneAdapter[DataRecord]] - ): DataRecord = { - featureAdapters.foldRight(record) { (adapter, record) => - adapterStats.counter(adapter.getClass.getSimpleName).incr() - adapter.adaptToDataRecord(record) - } - } - - // To avoid a cache stampede. See https://en.wikipedia.org/wiki/Cache_stampede - private[common] def randomizedTTL(ttl: Long): Long = { - (ttl - ttl * EarlyExpiration * Random.nextDouble()).toLong - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/BUILD deleted file mode 100644 index b5ece498a..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/BUILD +++ /dev/null @@ -1,9 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - ], -) diff --git 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/LocationFeature.scala +++ /dev/null @@ -1,10 +0,0 @@ -package com.twitter.follow_recommendations.common.features - -import com.twitter.follow_recommendations.common.models.GeohashAndCountryCode -import com.twitter.product_mixer.core.feature.FeatureWithDefaultOnFailure -import com.twitter.product_mixer.core.pipeline.PipelineQuery - -case object LocationFeature - extends FeatureWithDefaultOnFailure[PipelineQuery, Option[GeohashAndCountryCode]] { - override val defaultValue: Option[GeohashAndCountryCode] = None -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/TrackingTokenFeature.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features/TrackingTokenFeature.docx new file mode 100644 index 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/AddressBookMetadata.scala deleted file mode 100644 index 303417d23..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/AddressBookMetadata.scala +++ /dev/null @@ -1,29 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.hermit.model.Algorithm -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier - -/** - * contains information if a candidate is from a candidate source generated using the following signals. - */ -case class AddressBookMetadata( - inForwardPhoneBook: Boolean, - inReversePhoneBook: Boolean, - inForwardEmailBook: Boolean, - inReverseEmailBook: Boolean) - -object AddressBookMetadata { - - val ForwardPhoneBookCandidateSource = CandidateSourceIdentifier( - Algorithm.ForwardPhoneBook.toString) - - val ReversePhoneBookCandidateSource = CandidateSourceIdentifier( - Algorithm.ReversePhoneBook.toString) - - val ForwardEmailBookCandidateSource = CandidateSourceIdentifier( - Algorithm.ForwardEmailBook.toString) - - val ReverseEmailBookCandidateSource = CandidateSourceIdentifier( - Algorithm.ReverseEmailBookIbis.toString) - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/AlgorithmType.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/AlgorithmType.docx new file mode 100644 index 0000000000000000000000000000000000000000..9fad8e46002905f4fee1e7061a4d266c7a8f51de GIT binary patch literal 37018 zcmagEWmp}_wm*!!dvFQv?k<7g?h@QL5*#)jAUFhfcXxO9;O>w>aQFYt%$##(&b{}2 zzcde3wSKZzcU5)oQj&#)!U6*Wg9B?%=GLlEDTqw~2Ll_00RzJXwd#rk>_3~?e>PO} za4>V$XL7f*ZAg$;Topn4a`u9q$Sg$aC60<+y5m6Ozz~ZsQI&SXqrJp@A_wtsH_jKP zKBE)@!xWpIa_2+5S}WM;-AJV?E^(r-pRSol4q4=#x1P&%YR%JRLS*a+}Dl#LEKL=^JR&NN+ZK24WZSaCppaMTwUsmQGHy$bB*f+eVvnqx?}BX 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/CandidateUser.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/CandidateUser.scala deleted file mode 100644 index 178f34b30..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/CandidateUser.scala +++ /dev/null @@ -1,192 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.hermit.constants.AlgorithmFeedbackTokens -import com.twitter.ml.api.thriftscala.{DataRecord => TDataRecord} -import com.twitter.ml.api.util.ScalaToJavaDataRecordConversions -import com.twitter.timelines.configapi.HasParams -import com.twitter.timelines.configapi.Params -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier - -trait FollowableEntity extends UniversalNoun[Long] - -trait Recommendation - extends FollowableEntity - with HasReason - with HasAdMetadata - with HasTrackingToken { - val score: Option[Double] - - def toThrift: t.Recommendation - - def toOfflineThrift: offline.OfflineRecommendation -} - -case class CandidateUser( - override val id: Long, - override val score: Option[Double] = None, - override val reason: Option[Reason] = None, - override val userCandidateSourceDetails: Option[UserCandidateSourceDetails] = None, - override val adMetadata: Option[AdMetadata] = None, - override val trackingToken: Option[TrackingToken] = None, - override val dataRecord: Option[RichDataRecord] = None, - override val scores: Option[Scores] = None, - override val infoPerRankingStage: Option[scala.collection.Map[String, RankingInfo]] = None, - override val params: Params = Params.Invalid, - override val engagements: Seq[EngagementType] = Nil, - override val recommendationFlowIdentifier: Option[String] = None) - extends Recommendation - with HasUserCandidateSourceDetails - with HasDataRecord - with HasScores - with HasParams - with HasEngagements - with HasRecommendationFlowIdentifier - with HasInfoPerRankingStage { - - val rankerIdsStr: Option[Seq[String]] = { - val strs = scores.map(_.scores.flatMap(_.rankerId.map(_.toString))) - if (strs.exists(_.nonEmpty)) strs else None - } - - val thriftDataRecord: Option[TDataRecord] = for { - richDataRecord <- dataRecord - dr <- richDataRecord.dataRecord - } yield { - ScalaToJavaDataRecordConversions.javaDataRecord2ScalaDataRecord(dr) - } - - val toOfflineUserThrift: offline.OfflineUserRecommendation = { - val scoringDetails = - if (userCandidateSourceDetails.isEmpty && score.isEmpty && thriftDataRecord.isEmpty) { - None - } else { - Some( - offline.ScoringDetails( - candidateSourceDetails = userCandidateSourceDetails.map(_.toOfflineThrift), - score = score, - dataRecord = thriftDataRecord, - rankerIds = rankerIdsStr, - infoPerRankingStage = infoPerRankingStage.map(_.mapValues(_.toOfflineThrift)) - ) - ) - } - offline - .OfflineUserRecommendation( - id, - reason.map(_.toOfflineThrift), - adMetadata.map(_.adImpression), - trackingToken.map(_.toOfflineThrift), - scoringDetails = scoringDetails - ) - } - - override val toOfflineThrift: offline.OfflineRecommendation = - offline.OfflineRecommendation.User(toOfflineUserThrift) - - val toUserThrift: t.UserRecommendation = { - val scoringDetails = - if (userCandidateSourceDetails.isEmpty && score.isEmpty && thriftDataRecord.isEmpty && scores.isEmpty) { - None - } else { - Some( - t.ScoringDetails( - candidateSourceDetails = userCandidateSourceDetails.map(_.toThrift), - score = score, - dataRecord = thriftDataRecord, - rankerIds = rankerIdsStr, - debugDataRecord = dataRecord.flatMap(_.debugDataRecord), - infoPerRankingStage = infoPerRankingStage.map(_.mapValues(_.toThrift)) - ) - ) - } - t.UserRecommendation( - userId = id, - reason = reason.map(_.toThrift), - adImpression = adMetadata.map(_.adImpression), - trackingInfo = trackingToken.map(TrackingToken.serialize), - scoringDetails = scoringDetails, - recommendationFlowIdentifier = recommendationFlowIdentifier - ) - } - - override val toThrift: t.Recommendation = - t.Recommendation.User(toUserThrift) - - def setFollowProof(followProofOpt: Option[FollowProof]): CandidateUser = { - this.copy( - reason = reason - .map { reason => - reason.copy( - accountProof = reason.accountProof - .map { accountProof => - accountProof.copy(followProof = followProofOpt) - }.orElse(Some(AccountProof(followProof = followProofOpt))) - ) - }.orElse(Some(Reason(Some(AccountProof(followProof = followProofOpt))))) - ) - } - - def addScore(score: Score): CandidateUser = { - val newScores = scores match { - case Some(existingScores) => existingScores.copy(scores = existingScores.scores :+ score) - case None => Scores(Seq(score)) - } - this.copy(scores = Some(newScores)) - } -} - -object CandidateUser { - val DefaultCandidateScore = 1.0 - - // for converting candidate in ScoringUserRequest - def fromUserRecommendation(candidate: t.UserRecommendation): CandidateUser = { - // we only use the primary candidate source for now - val userCandidateSourceDetails = for { - scoringDetails <- candidate.scoringDetails - candidateSourceDetails <- scoringDetails.candidateSourceDetails - } yield UserCandidateSourceDetails( - primaryCandidateSource = candidateSourceDetails.primarySource - .flatMap(AlgorithmFeedbackTokens.TokenToAlgorithmMap.get).map { algo => - CandidateSourceIdentifier(algo.toString) - }, - candidateSourceScores = fromThriftScoreMap(candidateSourceDetails.candidateSourceScores), - candidateSourceRanks = fromThriftRankMap(candidateSourceDetails.candidateSourceRanks), - addressBookMetadata = None - ) - CandidateUser( - id = candidate.userId, - score = candidate.scoringDetails.flatMap(_.score), - reason = candidate.reason.map(Reason.fromThrift), - userCandidateSourceDetails = userCandidateSourceDetails, - trackingToken = candidate.trackingInfo.map(TrackingToken.deserialize), - recommendationFlowIdentifier = candidate.recommendationFlowIdentifier, - infoPerRankingStage = candidate.scoringDetails.flatMap( - _.infoPerRankingStage.map(_.mapValues(RankingInfo.fromThrift))) - ) - } - - def fromThriftScoreMap( - thriftMapOpt: Option[scala.collection.Map[String, Double]] - ): Map[CandidateSourceIdentifier, Option[Double]] = { - (for { - thriftMap <- thriftMapOpt.toSeq - (algoName, score) <- thriftMap.toSeq - } yield { - CandidateSourceIdentifier(algoName) -> Some(score) - }).toMap - } - - def fromThriftRankMap( - thriftMapOpt: Option[scala.collection.Map[String, Int]] - ): Map[CandidateSourceIdentifier, Int] = { - (for { - thriftMap <- thriftMapOpt.toSeq - (algoName, rank) <- thriftMap.toSeq - } yield { - CandidateSourceIdentifier(algoName) -> rank - }).toMap - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/ClientContextConverter.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/ClientContextConverter.docx new file mode 100644 index 0000000000000000000000000000000000000000..4c41bd4af1ed5608a5c9697f11948ceb078e8597 GIT binary patch literal 37152 zcmagEWmsIvwm*!!dvKTF?k<7g?h-U;<4)rNf_rdxcXxLP?iM5v-2LB~nRCv}x%a;B zm(4@fT0dE9cUAT7tt1Nxg#`u%1_##uja#cir64vD91Ls}1`G@nG^#5OuyZ!Eb2e1- zus3tkXL7f-X-Je;Topn4a`u9q#4JSWC60<+x?@jk&k&0*QI&SXqrJp@A_wtsH_jKP zKBE)@!xWpIa_2+5S}WM;-AJt~E^(r-pRSol4q4=#x1P&%YRJGK5 zJq0N4gNOjM?>}t2ncT)S*^gjqOCqjSbv7`pf`6Ofk?AMEq_VX~S9k~A_1)dk6+}}CJuHP9+|A9(+m5UI z4WoYHR2QyMX%mf38e!+)y1zhq+W!Q-f_IPP zUwJ3}+)=pavKo+UBFB(Kr~8sfl#kvO`{~K+5wWQ3orF-&^J3BZp77`$dF~UIyaAZf zKf35aEh};l>fQzf7#Jexuc4!vjT1A|?`uWe#79V0G`}+;$ziG@yGC`1{AB})L-~B6 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offline.OfflineClientContext = - offline.OfflineClientContext( - productMixerClientContext.userId, - productMixerClientContext.guestId, - productMixerClientContext.appId, - productMixerClientContext.countryCode, - productMixerClientContext.languageCode, - productMixerClientContext.guestIdAds, - productMixerClientContext.guestIdMarketing - ) - - def fromThrift(clientContext: frs.ClientContext): ClientContext = ClientContext( - userId = clientContext.userId, - guestId = clientContext.guestId, - appId = clientContext.appId, - ipAddress = clientContext.ipAddress, - userAgent = clientContext.userAgent, - countryCode = clientContext.countryCode, - languageCode = clientContext.languageCode, - isTwoffice = clientContext.isTwoffice, - userRoles = clientContext.userRoles.map(_.toSet), - deviceId = clientContext.deviceId, - guestIdAds = clientContext.guestIdAds, - guestIdMarketing = clientContext.guestIdMarketing, - mobileDeviceId = None, - mobileDeviceAdId = None, - limitAdTracking = None - ) - - def toThrift(clientContext: ClientContext): frs.ClientContext = frs.ClientContext( - userId = clientContext.userId, - guestId = clientContext.guestIdAds, - appId = clientContext.appId, - ipAddress = clientContext.ipAddress, - userAgent = clientContext.userAgent, - countryCode = clientContext.countryCode, - languageCode = clientContext.languageCode, - isTwoffice = clientContext.isTwoffice, - userRoles = clientContext.userRoles, - deviceId = clientContext.deviceId, - guestIdAds = clientContext.guestIdAds, - guestIdMarketing = clientContext.guestIdMarketing - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.docx new file mode 100644 index 0000000000000000000000000000000000000000..e1e3c316e88a20005e09d035e28f2f7252b7d2dd GIT binary patch literal 39180 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.scala deleted file mode 100644 index b49baf034..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.scala +++ /dev/null @@ -1,420 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.adserver.thriftscala.{DisplayLocation => AdDisplayLocation} -import com.twitter.follow_recommendations.logging.thriftscala.{ - OfflineDisplayLocation => TOfflineDisplayLocation -} -import com.twitter.follow_recommendations.thriftscala.{DisplayLocation => TDisplayLocation} - -sealed trait DisplayLocation { - def toThrift: TDisplayLocation - - def toOfflineThrift: TOfflineDisplayLocation - - def toFsName: String - - // corresponding display location in adserver if available - // make sure to be consistent with the definition here - def toAdDisplayLocation: Option[AdDisplayLocation] = None -} - -/** - * Make sure you add the new DL to the following files and redeploy our attribution jobs - * - follow-recommendations-service/thrift/src/main/thrift/display_location.thrift - * - follow-recommendations-service/thrift/src/main/thrift/logging/display_location.thrift - * - follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/DisplayLocation.scala - */ - -object DisplayLocation { - - case object ProfileSidebar extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ProfileSidebar - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.ProfileSidebar - override val toFsName: String = "ProfileSidebar" - - override val toAdDisplayLocation: Option[AdDisplayLocation] = Some( - AdDisplayLocation.ProfileAccountsSidebar - ) - } - - case object HomeTimeline extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HomeTimeline - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.HomeTimeline - override val toFsName: String = "HomeTimeline" - override val toAdDisplayLocation: Option[AdDisplayLocation] = Some( - // it is based on the logic that HTL DL should correspond to Sidebar: - AdDisplayLocation.WtfSidebar - ) - } - - case object ReactiveFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ReactiveFollow - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.ReactiveFollow - override val toFsName: String = "ReactiveFollow" - } - - case object ExploreTab extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ExploreTab - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.ExploreTab - override val toFsName: String = "ExploreTab" - } - - case object MagicRecs extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.MagicRecs - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.MagicRecs - override val toFsName: String = "MagicRecs" - } - - case object AbUploadInjection extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.AbUploadInjection - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.AbUploadInjection - override val toFsName: String = "AbUploadInjection" - } - - case object RuxLandingPage extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.RuxLandingPage - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.RuxLandingPage - override val toFsName: String = "RuxLandingPage" - } - - case object ProfileBonusFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ProfileBonusFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ProfileBonusFollow - override val toFsName: String = "ProfileBonusFollow" - } - - case object ElectionExploreWtf extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ElectionExploreWtf - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ElectionExploreWtf - override val toFsName: String = "ElectionExploreWtf" - } - - case object ClusterFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ClusterFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ClusterFollow - override val toFsName: String = "ClusterFollow" - override val toAdDisplayLocation: Option[AdDisplayLocation] = Some( - AdDisplayLocation.ClusterFollow - ) - } - - case object HtlBonusFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HtlBonusFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HtlBonusFollow - override val toFsName: String = "HtlBonusFollow" - } - - case object TopicLandingPageHeader extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.TopicLandingPageHeader - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.TopicLandingPageHeader - override val toFsName: String = "TopicLandingPageHeader" - } - - case object NewUserSarusBackfill extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NewUserSarusBackfill - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NewUserSarusBackfill - override val toFsName: String = "NewUserSarusBackfill" - } - - case object NuxPymk extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxPymk - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxPymk - override val toFsName: String = "NuxPymk" - } - - case object NuxInterests extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxInterests - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxInterests - override val toFsName: String = "NuxInterests" - } - - case object NuxTopicBonusFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxTopicBonusFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxTopicBonusFollow - override val toFsName: String = "NuxTopicBonusFollow" - } - - case object Sidebar extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.Sidebar - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.Sidebar - override val toFsName: String = "Sidebar" - - override val toAdDisplayLocation: Option[AdDisplayLocation] = Some( - AdDisplayLocation.WtfSidebar - ) - } - - case object CampaignForm extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.CampaignForm - override val toOfflineThrift: TOfflineDisplayLocation = TOfflineDisplayLocation.CampaignForm - override val toFsName: String = "CampaignForm" - } - - case object ProfileTopFollowers extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ProfileTopFollowers - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ProfileTopFollowers - override val toFsName: String = "ProfileTopFollowers" - } - - case object ProfileTopFollowing extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ProfileTopFollowing - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ProfileTopFollowing - override val toFsName: String = "ProfileTopFollowing" - } - - case object RuxPymk extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.RuxPymk - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.RuxPymk - override val toFsName: String = "RuxPymk" - } - - case object IndiaCovid19CuratedAccountsWtf extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.IndiaCovid19CuratedAccountsWtf - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.IndiaCovid19CuratedAccountsWtf - override val toFsName: String = "IndiaCovid19CuratedAccountsWtf" - } - - case object PeoplePlusPlus extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.PeoplePlusPlus - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.PeoplePlusPlus - override val toFsName: String = "PeoplePlusPlus" - } - - case object TweetNotificationRecs extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.TweetNotificationRecs - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.TweetNotificationRecs - override val toFsName: String = "TweetNotificationRecs" - } - - case object ProfileDeviceFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ProfileDeviceFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ProfileDeviceFollow - override val toFsName: String = "ProfileDeviceFollow" - } - - case object RecosBackfill extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.RecosBackfill - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.RecosBackfill - override val toFsName: String = "RecosBackfill" - } - - case object HtlSpaceHosts extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HtlSpaceHosts - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HtlSpaceHosts - override val toFsName: String = "HtlSpaceHosts" - } - - case object PostNuxFollowTask extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.PostNuxFollowTask - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.PostNuxFollowTask - override val toFsName: String = "PostNuxFollowTask" - } - - case object TopicLandingPage extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.TopicLandingPage - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.TopicLandingPage - override val toFsName: String = "TopicLandingPage" - } - - case object UserTypeaheadPrefetch extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.UserTypeaheadPrefetch - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.UserTypeaheadPrefetch - override val toFsName: String = "UserTypeaheadPrefetch" - } - - case object HomeTimelineRelatableAccounts extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HomeTimelineRelatableAccounts - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HomeTimelineRelatableAccounts - override val toFsName: String = "HomeTimelineRelatableAccounts" - } - - case object NuxGeoCategory extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxGeoCategory - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxGeoCategory - override val toFsName: String = "NuxGeoCategory" - } - - case object NuxInterestsCategory extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxInterestsCategory - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxInterestsCategory - override val toFsName: String = "NuxInterestsCategory" - } - - case object TopArticles extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.TopArticles - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.TopArticles - override val toFsName: String = "TopArticles" - } - - case object NuxPymkCategory extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxPymkCategory - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxPymkCategory - override val toFsName: String = "NuxPymkCategory" - } - - case object HomeTimelineTweetRecs extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HomeTimelineTweetRecs - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HomeTimelineTweetRecs - override val toFsName: String = "HomeTimelineTweetRecs" - } - - case object HtlBulkFriendFollows extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HtlBulkFriendFollows - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HtlBulkFriendFollows - override val toFsName: String = "HtlBulkFriendFollows" - } - - case object NuxAutoFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.NuxAutoFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.NuxAutoFollow - override val toFsName: String = "NuxAutoFollow" - } - - case object SearchBonusFollow extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.SearchBonusFollow - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.SearchBonusFollow - override val toFsName: String = "SearchBonusFollow" - } - - case object ContentRecommender extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.ContentRecommender - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.ContentRecommender - override val toFsName: String = "ContentRecommender" - } - - case object HomeTimelineReverseChron extends DisplayLocation { - override val toThrift: TDisplayLocation = TDisplayLocation.HomeTimelineReverseChron - override val toOfflineThrift: TOfflineDisplayLocation = - TOfflineDisplayLocation.HomeTimelineReverseChron - override val toFsName: String = "HomeTimelineReverseChron" - } - - def fromThrift(displayLocation: TDisplayLocation): DisplayLocation = displayLocation match { - case TDisplayLocation.ProfileSidebar => ProfileSidebar - case TDisplayLocation.HomeTimeline => HomeTimeline - case TDisplayLocation.MagicRecs => MagicRecs - case TDisplayLocation.AbUploadInjection => AbUploadInjection - case TDisplayLocation.RuxLandingPage => RuxLandingPage - case TDisplayLocation.ProfileBonusFollow => ProfileBonusFollow - case TDisplayLocation.ElectionExploreWtf => ElectionExploreWtf - case TDisplayLocation.ClusterFollow => ClusterFollow - case TDisplayLocation.HtlBonusFollow => HtlBonusFollow - case TDisplayLocation.ReactiveFollow => ReactiveFollow - case TDisplayLocation.TopicLandingPageHeader => TopicLandingPageHeader - case TDisplayLocation.NewUserSarusBackfill => NewUserSarusBackfill - case TDisplayLocation.NuxPymk => NuxPymk - case TDisplayLocation.NuxInterests => NuxInterests - case TDisplayLocation.NuxTopicBonusFollow => NuxTopicBonusFollow - case TDisplayLocation.ExploreTab => ExploreTab - case TDisplayLocation.Sidebar => Sidebar - case TDisplayLocation.CampaignForm => CampaignForm - case TDisplayLocation.ProfileTopFollowers => ProfileTopFollowers - case TDisplayLocation.ProfileTopFollowing => ProfileTopFollowing - case TDisplayLocation.RuxPymk => RuxPymk - case TDisplayLocation.IndiaCovid19CuratedAccountsWtf => IndiaCovid19CuratedAccountsWtf - case TDisplayLocation.PeoplePlusPlus => PeoplePlusPlus - case TDisplayLocation.TweetNotificationRecs => TweetNotificationRecs - case TDisplayLocation.ProfileDeviceFollow => ProfileDeviceFollow - case TDisplayLocation.RecosBackfill => RecosBackfill - case TDisplayLocation.HtlSpaceHosts => HtlSpaceHosts - case TDisplayLocation.PostNuxFollowTask => PostNuxFollowTask - case TDisplayLocation.TopicLandingPage => TopicLandingPage - case TDisplayLocation.UserTypeaheadPrefetch => UserTypeaheadPrefetch - case TDisplayLocation.HomeTimelineRelatableAccounts => HomeTimelineRelatableAccounts - case TDisplayLocation.NuxGeoCategory => NuxGeoCategory - case TDisplayLocation.NuxInterestsCategory => NuxInterestsCategory - case TDisplayLocation.TopArticles => TopArticles - case TDisplayLocation.NuxPymkCategory => NuxPymkCategory - case TDisplayLocation.HomeTimelineTweetRecs => HomeTimelineTweetRecs - case TDisplayLocation.HtlBulkFriendFollows => HtlBulkFriendFollows - case TDisplayLocation.NuxAutoFollow => NuxAutoFollow - case TDisplayLocation.SearchBonusFollow => SearchBonusFollow - case TDisplayLocation.ContentRecommender => ContentRecommender - case TDisplayLocation.HomeTimelineReverseChron => HomeTimelineReverseChron - case TDisplayLocation.EnumUnknownDisplayLocation(i) => - throw new UnknownDisplayLocationException( - s"Unknown display location thrift enum with value: ${i}") - } - - def fromOfflineThrift(displayLocation: TOfflineDisplayLocation): DisplayLocation = - displayLocation match { - case TOfflineDisplayLocation.ProfileSidebar => ProfileSidebar - case TOfflineDisplayLocation.HomeTimeline => HomeTimeline - case TOfflineDisplayLocation.MagicRecs => MagicRecs - case TOfflineDisplayLocation.AbUploadInjection => AbUploadInjection - case TOfflineDisplayLocation.RuxLandingPage => RuxLandingPage - case TOfflineDisplayLocation.ProfileBonusFollow => ProfileBonusFollow - case TOfflineDisplayLocation.ElectionExploreWtf => ElectionExploreWtf - case TOfflineDisplayLocation.ClusterFollow => ClusterFollow - case TOfflineDisplayLocation.HtlBonusFollow => HtlBonusFollow - case TOfflineDisplayLocation.TopicLandingPageHeader => TopicLandingPageHeader - case TOfflineDisplayLocation.NewUserSarusBackfill => NewUserSarusBackfill - case TOfflineDisplayLocation.NuxPymk => NuxPymk - case TOfflineDisplayLocation.NuxInterests => NuxInterests - case TOfflineDisplayLocation.NuxTopicBonusFollow => NuxTopicBonusFollow - case TOfflineDisplayLocation.ExploreTab => ExploreTab - case TOfflineDisplayLocation.ReactiveFollow => ReactiveFollow - case TOfflineDisplayLocation.Sidebar => Sidebar - case TOfflineDisplayLocation.CampaignForm => CampaignForm - case TOfflineDisplayLocation.ProfileTopFollowers => ProfileTopFollowers - case TOfflineDisplayLocation.ProfileTopFollowing => ProfileTopFollowing - case TOfflineDisplayLocation.RuxPymk => RuxPymk - case TOfflineDisplayLocation.IndiaCovid19CuratedAccountsWtf => IndiaCovid19CuratedAccountsWtf - case TOfflineDisplayLocation.PeoplePlusPlus => PeoplePlusPlus - case TOfflineDisplayLocation.TweetNotificationRecs => TweetNotificationRecs - case TOfflineDisplayLocation.ProfileDeviceFollow => ProfileDeviceFollow - case TOfflineDisplayLocation.RecosBackfill => RecosBackfill - case TOfflineDisplayLocation.HtlSpaceHosts => HtlSpaceHosts - case TOfflineDisplayLocation.PostNuxFollowTask => PostNuxFollowTask - case TOfflineDisplayLocation.TopicLandingPage => TopicLandingPage - case TOfflineDisplayLocation.UserTypeaheadPrefetch => UserTypeaheadPrefetch - case TOfflineDisplayLocation.HomeTimelineRelatableAccounts => HomeTimelineRelatableAccounts - case TOfflineDisplayLocation.NuxGeoCategory => NuxGeoCategory - case TOfflineDisplayLocation.NuxInterestsCategory => NuxInterestsCategory - case TOfflineDisplayLocation.TopArticles => TopArticles - case TOfflineDisplayLocation.NuxPymkCategory => NuxPymkCategory - case TOfflineDisplayLocation.HomeTimelineTweetRecs => HomeTimelineTweetRecs - case TOfflineDisplayLocation.HtlBulkFriendFollows => HtlBulkFriendFollows - case TOfflineDisplayLocation.NuxAutoFollow => NuxAutoFollow - case TOfflineDisplayLocation.SearchBonusFollow => SearchBonusFollow - case TOfflineDisplayLocation.ContentRecommender => ContentRecommender - case TOfflineDisplayLocation.HomeTimelineReverseChron => HomeTimelineReverseChron - case TOfflineDisplayLocation.EnumUnknownOfflineDisplayLocation(i) => - throw new UnknownDisplayLocationException( - s"Unknown offline display location thrift enum with value: ${i}") - } -} - -class UnknownDisplayLocationException(message: String) extends Exception(message) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/EngagementType.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/EngagementType.docx new file mode 100644 index 0000000000000000000000000000000000000000..58995ed2d48f3f762fa2c3ecd34fbba3f91bfc8b GIT binary patch literal 37194 zcmagEWmsI>vNepmdvJGmcL)S`cMIA`aA-WZySuwXaCZp7-2x;K-2LtBz0Wy&pL_53 z{aO8V&8jg*RjrJ1v`aBnABSW6}w{Bk=Bth9$&IH^M+SvndL+t;^A(R zKU`y0ITVIDJ}dpsmw2r~sN1K7T2Dgq#K0g+tB@SB)TeNxfceytXJ0CwOm<0Tk7#}f zrmii^=iLl9IO|^B0KXAN$eDPaZeX(Z16T}Ab*v@^$#4jqs?a!eSZ(1fPktwbqq^$R 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EngagementType { - override val toThrift: TEngagementType = TEngagementType.Like - - override val toOfflineThrift: OfflineEngagementType = OfflineEngagementType.Like - } - object Mention extends EngagementType { - override val toThrift: TEngagementType = TEngagementType.Mention - - override val toOfflineThrift: OfflineEngagementType = OfflineEngagementType.Mention - } - object Retweet extends EngagementType { - override val toThrift: TEngagementType = TEngagementType.Retweet - - override val toOfflineThrift: OfflineEngagementType = OfflineEngagementType.Retweet - } - object ProfileView extends EngagementType { - override val toThrift: TEngagementType = TEngagementType.ProfileView - - override val toOfflineThrift: OfflineEngagementType = OfflineEngagementType.ProfileView - } - - def fromThrift(engagementType: TEngagementType): EngagementType = engagementType match { - case TEngagementType.Click => Click - case TEngagementType.Like => Like - case TEngagementType.Mention => Mention - case TEngagementType.Retweet => Retweet - case TEngagementType.ProfileView => ProfileView - case TEngagementType.EnumUnknownEngagementType(i) => - throw new UnknownEngagementTypeException( - s"Unknown engagement type thrift enum with value: ${i}") - } - - def fromOfflineThrift(engagementType: OfflineEngagementType): EngagementType = - engagementType match { - case OfflineEngagementType.Click => Click - case OfflineEngagementType.Like => Like - case OfflineEngagementType.Mention => Mention - case OfflineEngagementType.Retweet => Retweet - case OfflineEngagementType.ProfileView => ProfileView - case OfflineEngagementType.EnumUnknownEngagementType(i) => - throw new UnknownEngagementTypeException( - s"Unknown engagement type offline thrift enum with value: ${i}") - } -} -class UnknownEngagementTypeException(message: String) extends Exception(message) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FilterReason.docx 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FlowContext.scala deleted file mode 100644 index 15e36321e..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FlowContext.scala +++ /dev/null @@ -1,20 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.follow_recommendations.{thriftscala => t} - -case class FlowContext(steps: Seq[RecommendationStep]) { - - def toThrift: t.FlowContext = t.FlowContext(steps = steps.map(_.toThrift)) - - def toOfflineThrift: offline.OfflineFlowContext = - offline.OfflineFlowContext(steps = steps.map(_.toOfflineThrift)) -} - -object FlowContext { - - def fromThrift(flowContext: t.FlowContext): FlowContext = { - FlowContext(steps = flowContext.steps.map(RecommendationStep.fromThrift)) - } - -} diff --git 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FlowRecommendation.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FlowRecommendation.scala deleted file mode 100644 index 118ff258d..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/FlowRecommendation.scala +++ /dev/null @@ -1,23 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.follow_recommendations.{thriftscala => t} - -case class FlowRecommendation(userId: Long) { - - def toThrift: t.FlowRecommendation = - t.FlowRecommendation(userId = userId) - - def toOfflineThrift: offline.OfflineFlowRecommendation = - offline.OfflineFlowRecommendation(userId = userId) - -} - -object FlowRecommendation { - def fromThrift(flowRecommendation: t.FlowRecommendation): FlowRecommendation = { - FlowRecommendation( - userId = flowRecommendation.userId - ) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/GeohashAndCountryCode.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/GeohashAndCountryCode.docx new file mode 100644 index 0000000000000000000000000000000000000000..5eb9848f2bd95db9140e332750ec414d943c023d GIT binary patch literal 36715 zcmagFWmufawl<7wa1HM6?hb(jcXtWexYKxWcXxMpcMrkc0wfUJ{q4-m-g{=BbH4A- z!$noCTh^+ss(vUGKS4raf`Ng-fpw;GYgQ>2#U+7*fsMm}fnk7Jb;JR7&SrMb2C5$R zW=?uc?zT2fNpcEnBB)=^Ua*pxg-E=_QLxH)?P=^8;_xJDGH!UZmYGjvAs+4~`NGs@ z6+>W{;xg0je2CWS1-reQsdU68PW1FLH44ZeOS}s<@|jM}x%VaGNM)9!_Xy{QU}{@4 zz2DDpfwSz@4)7VE2cL=MY6m1~K7d72SH-BK6AuT&DGQE6ht?F#a_4oD+p8)cjZ*K? zf8HNgbbXohbt8Ka_mj+iS!SYA&$7-yX!qwy4KqAfllo%V7(eJ#=Q>5-;Ao-dP`}n! zgzP?y2tfVz-L{v>Z9;?n2&TR)@>)fE6WuEK`w750h^lt(2V}O!n;n1d@tQjQ=T2>{ 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasAdMetadata.scala deleted file mode 100644 index 57979e376..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasAdMetadata.scala +++ /dev/null @@ -1,23 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.adserver.{thriftscala => t} - -case class AdMetadata( - insertPosition: Int, - // use original ad impression info to avoid losing data in domain model translations - adImpression: t.AdImpression) - -trait HasAdMetadata { - - def adMetadata: Option[AdMetadata] - - def adImpression: Option[t.AdImpression] = { - adMetadata.map(_.adImpression) - } - - def insertPosition: Option[Int] = { - adMetadata.map(_.insertPosition) - } - - def isPromotedAccount: Boolean = adMetadata.isDefined -} diff --git 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HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDataRecord.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDataRecord.scala deleted file mode 100644 index 4e7047b4e..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDataRecord.scala +++ /dev/null @@ -1,86 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.thriftscala.DebugDataRecord -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.FeatureContext -import com.twitter.util.Try -import com.twitter.util.logging.Logging -import scala.collection.convert.ImplicitConversions._ - -// contains the standard dataRecord struct, and the debug version if required -case class RichDataRecord( - dataRecord: Option[DataRecord] = None, - debugDataRecord: Option[DebugDataRecord] = None, -) - -trait HasDataRecord extends Logging { - def dataRecord: Option[RichDataRecord] - - def toDebugDataRecord(dr: DataRecord, featureContext: FeatureContext): DebugDataRecord = { - - val binaryFeatures: Option[Set[String]] = if (dr.isSetBinaryFeatures) { - Some(dr.getBinaryFeatures.flatMap { id => - Try(featureContext.getFeature(id).getFeatureName).toOption - }.toSet) - } else None - - val continuousFeatures: Option[Map[String, Double]] = if (dr.isSetContinuousFeatures) { - Some(dr.getContinuousFeatures.flatMap { - case (id, value) => - Try(featureContext.getFeature(id).getFeatureName).toOption.map { id => - id -> value.toDouble - } - }.toMap) - } else None - - val discreteFeatures: Option[Map[String, Long]] = if (dr.isSetDiscreteFeatures) { - Some(dr.getDiscreteFeatures.flatMap { - case (id, value) => - Try(featureContext.getFeature(id).getFeatureName).toOption.map { id => - id -> value.toLong - } - }.toMap) - } else None - - val stringFeatures: Option[Map[String, String]] = if (dr.isSetStringFeatures) { - Some(dr.getStringFeatures.flatMap { - case (id, value) => - Try(featureContext.getFeature(id).getFeatureName).toOption.map { id => - id -> value - } - }.toMap) - } else None - - val sparseBinaryFeatures: Option[Map[String, Set[String]]] = if (dr.isSetSparseBinaryFeatures) { - Some(dr.getSparseBinaryFeatures.flatMap { - case (id, values) => - Try(featureContext.getFeature(id).getFeatureName).toOption.map { id => - id -> values.toSet - } - }.toMap) - } else None - - val sparseContinuousFeatures: Option[Map[String, Map[String, Double]]] = - if (dr.isSetSparseContinuousFeatures) { - Some(dr.getSparseContinuousFeatures.flatMap { - case (id, values) => - Try(featureContext.getFeature(id).getFeatureName).toOption.map { id => - id -> values.map { - case (str, value) => - str -> value.toDouble - }.toMap - } - }.toMap) - } else None - - DebugDataRecord( - binaryFeatures = binaryFeatures, - continuousFeatures = continuousFeatures, - discreteFeatures = discreteFeatures, - stringFeatures = stringFeatures, - sparseBinaryFeatures = sparseBinaryFeatures, - sparseContinuousFeatures = sparseContinuousFeatures, - ) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDebugOptions.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDebugOptions.docx new file mode 100644 index 0000000000000000000000000000000000000000..18847da9d96a3b2fd739d79988c3450ac574c955 GIT binary patch literal 36982 zcmagEWmp~Awl<2pdvFQv?k<7g?h@P=5*!vDAh-v2cXxM(;O>w>aQAPeyZ7GR`Wjk|JhK@ z!@5c=914AsnL{-`ikMB~td0Vu@jdUvQPPjQ18Ax1$n+CnQrX(0E4+j5`tI&%3!>i(JuHP9+|A9(+l{OH z4WoYHR2QyMX%mf38e!+fQzf7#Jexuc4Eftur&z?_)*W#79V0G`}+;$zjSO`$lz%{AB})AM*J^ z-QUJf3+;i@g)5yM$`bloI6cINXS*im3u$=-OZ0`dfttqJ^8q=FJzATz7xit1Yj8>M z?fzu$YCA#NwyEJa6euEQRCiqF8l*z>8<+#Sv~{O5qLpG2hIDq)D8)e~@#xoxpJ_B* 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDismissedUserIds.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDismissedUserIds.scala deleted file mode 100644 index 3f2154992..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDismissedUserIds.scala +++ /dev/null @@ -1,6 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasDismissedUserIds { - // user ids that are recently followed by the target user - def dismissedUserIds: Option[Seq[Long]] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDisplayLocation.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasDisplayLocation.docx new file mode 100644 index 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-package com.twitter.follow_recommendations.common.models - -trait HasGeohashAndCountryCode { - def geohashAndCountryCode: Option[GeohashAndCountryCode] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasInfoPerRankingStage.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasInfoPerRankingStage.docx new file mode 100644 index 0000000000000000000000000000000000000000..a235a9b247e8e332d8bf3e9cd894c652541011b1 GIT binary patch literal 36751 zcmagFWmufawl<8rdvJGmcL)S`cMIA`aA-WZTX1)G2<{FcxH}{e-2Ls$%-(xupL4$N z&%;Gkty|WruBv`0l;t3yu)x5;;J`Y+@Mu@57R4ungMp2~fPrCxTJJ{hTd zI$F3GFnieBH6<%3t%{<3K6}AVVG$lxyP%T3?Dmm zbz;?bt* zM^Ha=X^7ORwu{B4jB@btyg407ko(@`2J0>JNhAfTq6{2^?n>=|xB9>IVlN9cKUMyMP7a6-F&ws*FFa%Tn zM-@G((-1c%`dTMbbbUrtXf>sh~8cXr8KxK5&atR6Rno3 zFVidl1|Tip%oR~m)wXBn9&s5nU}!(VPvJw-80v3G-S)_Ha6;JgzMh z=j&s;@<+Xj3+5j|5=v@@9+cNGlN}fXyjG2ZB{QwN?+=(LDJHeNrYv1If>it*r-^^D 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasInfoPerRankingStage.scala +++ /dev/null @@ -1,5 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasInfoPerRankingStage { - def infoPerRankingStage: Option[scala.collection.Map[String, RankingInfo]] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasInterestIds.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasInterestIds.docx new file mode 100644 index 0000000000000000000000000000000000000000..e7bab89170e2373686e22c4c126205f5468cc8b0 GIT binary patch literal 36775 zcmagFWmsLwwl$2qdvFQv?k<7g?h@QL?rc1`2X}XOcefDSEkFXn-QS(=KIe3wd++!C zSv*wDImVcC)~c$tR&6C&NGL2YFfcfOFeP{c$C?mq|Z&@&|E$$?TV9CMu0An+$~Z0G`xvqjPns&qj?2gU)qsQ}hi^7V3`m zYkfs19>a(Lv~S<-dYRlOG}(_}>dT_8RdqHotV6z^0BnM(YUh4HW^2CL^XDF~Y0z7C 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedByUserIds.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedByUserIds.scala deleted file mode 100644 index bc15e8bd8..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedByUserIds.scala +++ /dev/null @@ -1,8 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasRecentFollowedByUserIds { - // user ids that have recently followed the target user; target user has been "followed by" them. - def recentFollowedByUserIds: Option[Seq[Long]] - - lazy val numRecentFollowedByUserIds: Int = recentFollowedByUserIds.map(_.size).getOrElse(0) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedUserIds.docx 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b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedUserIds.scala deleted file mode 100644 index 67ada7c66..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentFollowedUserIds.scala +++ /dev/null @@ -1,14 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasRecentFollowedUserIds { - // user ids that are recently followed by the target user - def recentFollowedUserIds: Option[Seq[Long]] - - // user ids that are recently followed by the target user in set data-structure - lazy val recentFollowedUserIdsSet: Option[Set[Long]] = recentFollowedUserIds match { - case Some(users) => Some(users.toSet) - case None => Some(Set.empty) - } - - lazy val numRecentFollowedUserIds: Int = recentFollowedUserIds.map(_.size).getOrElse(0) -} diff --git 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentlyEngagedUserIds.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentlyEngagedUserIds.scala deleted file mode 100644 index 44420ec27..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecentlyEngagedUserIds.scala +++ /dev/null @@ -1,5 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasRecentlyEngagedUserIds { - val recentlyEngagedUserIds: Option[Seq[RecentlyEngagedUserId]] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecommendationFlowIdentifier.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasRecommendationFlowIdentifier.docx new file mode 100644 index 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasSimilarToContext.scala +++ /dev/null @@ -1,7 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasSimilarToContext { - - // user ids that are used to generate similar to recommendations - def similarToUserIds: Seq[Long] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasTopicId.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasTopicId.docx new file mode 100644 index 0000000000000000000000000000000000000000..9c42e4cc4a666dd438b9032b5b30366e0a9b255a GIT binary patch literal 36714 zcmagFWmsLwwl$1va1HM6?hXNhyF<{R8wm~@5AN>n?(Xg(xLc4waQAnoyU#h@=id8$ ze-;l_bB;0QoVBWItyNp;BP0|i7#J8FSWgPKR;5Z|Y$7-q*cc2L7zU_SR~%sX#mw%D zp_;qBnUg+~o2^Y_qP*g&2^Aren<6s)oxdm4L&SUid9^cx=SCFT=3h=;og 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DsiL3z literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasTopicId.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasTopicId.scala deleted file mode 100644 index 4bd6e63e7..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasTopicId.scala +++ /dev/null @@ -1,5 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -trait HasTopicId { - def topicId: Long -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserCandidateSourceDetails.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserCandidateSourceDetails.docx new file mode 100644 index 0000000000000000000000000000000000000000..87dde8189bb6a18994436951af5e058219fcb6e5 GIT 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Algorithm.withNameOpt(identifier.name)).toSeq - } - - def getAddressBookMetadata: Option[AddressBookMetadata] = { - userCandidateSourceDetails.flatMap(_.addressBookMetadata) - } - - def getCandidateSources: Map[CandidateSourceIdentifier, Option[Double]] = { - userCandidateSourceDetails.map(_.candidateSourceScores).getOrElse(Map.empty) - } - - def getCandidateRanks: Map[CandidateSourceIdentifier, Int] = { - userCandidateSourceDetails.map(_.candidateSourceRanks).getOrElse(Map.empty) - } - - def getCandidateFeatures: Map[CandidateSourceIdentifier, Seq[Feature]] = { - userCandidateSourceDetails.map(_.candidateSourceFeatures).getOrElse(Map.empty) - } - - def getPrimaryCandidateSource: Option[CandidateSourceIdentifier] = { - userCandidateSourceDetails.flatMap(_.primaryCandidateSource) - } - - def withCandidateSource(source: CandidateSourceIdentifier): CandidateUser = { - withCandidateSourceAndScore(source, candidateUser.score) - } - - def withCandidateSourceAndScore( - source: CandidateSourceIdentifier, - score: Option[Double] - ): CandidateUser = { - withCandidateSourceScoreAndFeatures(source, score, Nil) - } - - def withCandidateSourceAndFeatures( - source: CandidateSourceIdentifier, - features: Seq[Feature] - ): CandidateUser = { - withCandidateSourceScoreAndFeatures(source, candidateUser.score, features) - } - - def withCandidateSourceScoreAndFeatures( - source: CandidateSourceIdentifier, - score: Option[Double], - features: Seq[Feature] - ): CandidateUser = { - val candidateSourceDetails = - candidateUser.userCandidateSourceDetails - .map { details => - details.copy( - primaryCandidateSource = Some(source), - candidateSourceScores = details.candidateSourceScores + (source -> score), - candidateSourceFeatures = details.candidateSourceFeatures + (source -> features) - ) - }.getOrElse( - UserCandidateSourceDetails( - Some(source), - Map(source -> score), - Map.empty, - None, - Map(source -> features))) - candidateUser.copy( - userCandidateSourceDetails = Some(candidateSourceDetails) - ) - } - - def addCandidateSourceScoresMap( - scoreMap: Map[CandidateSourceIdentifier, Option[Double]] - ): CandidateUser = { - val candidateSourceDetails = candidateUser.userCandidateSourceDetails - .map { details => - details.copy(candidateSourceScores = details.candidateSourceScores ++ scoreMap) - }.getOrElse(UserCandidateSourceDetails(scoreMap.keys.headOption, scoreMap, Map.empty, None)) - candidateUser.copy( - userCandidateSourceDetails = Some(candidateSourceDetails) - ) - } - - def addCandidateSourceRanksMap( - rankMap: Map[CandidateSourceIdentifier, Int] - ): CandidateUser = { - val candidateSourceDetails = candidateUser.userCandidateSourceDetails - .map { details => - details.copy(candidateSourceRanks = details.candidateSourceRanks ++ rankMap) - }.getOrElse(UserCandidateSourceDetails(rankMap.keys.headOption, Map.empty, rankMap, None)) - candidateUser.copy( - userCandidateSourceDetails = Some(candidateSourceDetails) - ) - } - - def addInfoPerRankingStage( - rankingStage: String, - scores: Option[Scores], - rank: Int - ): CandidateUser = { - val scoresOpt: Option[Scores] = scores.orElse(candidateUser.scores) - val originalInfoPerRankingStage = - candidateUser.infoPerRankingStage.getOrElse(Map[String, RankingInfo]()) - candidateUser.copy( - infoPerRankingStage = - Some(originalInfoPerRankingStage + (rankingStage -> RankingInfo(scoresOpt, Some(rank)))) - ) - } - - def addAddressBookMetadataIfAvailable( - candidateSources: Seq[CandidateSourceIdentifier] - ): CandidateUser = { - - val addressBookMetadata = AddressBookMetadata( - inForwardPhoneBook = - candidateSources.contains(AddressBookMetadata.ForwardPhoneBookCandidateSource), - inReversePhoneBook = - candidateSources.contains(AddressBookMetadata.ReversePhoneBookCandidateSource), - inForwardEmailBook = - candidateSources.contains(AddressBookMetadata.ForwardEmailBookCandidateSource), - inReverseEmailBook = - candidateSources.contains(AddressBookMetadata.ReverseEmailBookCandidateSource) - ) - - val newCandidateSourceDetails = candidateUser.userCandidateSourceDetails - .map { details => - details.copy(addressBookMetadata = Some(addressBookMetadata)) - }.getOrElse( - UserCandidateSourceDetails( - None, - Map.empty, - Map.empty, - Some(addressBookMetadata), - Map.empty)) - - candidateUser.copy( - userCandidateSourceDetails = Some(newCandidateSourceDetails) - ) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserState.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserState.docx new file mode 100644 index 0000000000000000000000000000000000000000..c1e58a0d1e133dd52c967e0d1b04741f117baef0 GIT binary patch literal 36760 zcmagFWmufawl<7wa1HM6?hb+A?h-U;<4)rNg1fuBTN-yK1a}LNKydfBGc$YdnSIXr zzCRBaRkdzetGcTCp-_>BhQWq_fIxugN#oV2Rx6HAhJ=6^gM)y;0=Mc*0vuc|99)ex 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserState.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserState.scala deleted file mode 100644 index bf0df46f7..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasUserState.scala +++ /dev/null @@ -1,7 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.core_workflows.user_model.thriftscala.UserState - -trait HasUserState { - def userState: Option[UserState] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasWtfImpressions.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/HasWtfImpressions.docx new file mode 100644 index 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val numWtfImpressions: Int = wtfImpressions.map(_.size).getOrElse(0) - - lazy val candidateImpressions: Map[Long, WtfImpression] = wtfImpressions - .map { imprMap => - imprMap.map { i => - i.candidateId -> i - }.toMap - }.getOrElse(Map.empty) - - lazy val latestImpressionTime: Time = { - if (wtfImpressions.exists(_.nonEmpty)) { - wtfImpressions.get.map(_.latestTime).max - } else Time.Top - } - - def getCandidateImpressionCounts(id: Long): Option[Int] = - candidateImpressions.get(id).map(_.counts) - - def getCandidateLatestTime(id: Long): Option[Time] = { - candidateImpressions.get(id).map(_.latestTime) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/OptimusRequest.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/OptimusRequest.docx new file mode 100644 index 0000000000000000000000000000000000000000..3cc8231e5a175d0cd976454be69f44e20a67f56a GIT binary 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Product.scala +++ /dev/null @@ -1,15 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.product_mixer.core.model.common.identifier.ProductIdentifier -import com.twitter.product_mixer.core.model.marshalling.request.{Product => ProductMixerProduct} - -object Product { - case object MagicRecs extends ProductMixerProduct { - override val identifier: ProductIdentifier = ProductIdentifier("MagicRecs") - override val stringCenterProject: Option[String] = Some("people-discovery") - } - - case object PlaceholderProductMixerProduct extends ProductMixerProduct { - override val identifier: ProductIdentifier = ProductIdentifier("PlaceholderProductMixerProduct") - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RankingInfo.docx 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RankingInfo.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RankingInfo.scala deleted file mode 100644 index 02eb46b5a..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RankingInfo.scala +++ /dev/null @@ -1,28 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.follow_recommendations.logging.{thriftscala => offline} - -case class RankingInfo( - scores: Option[Scores], - rank: Option[Int]) { - - def toThrift: t.RankingInfo = { - t.RankingInfo(scores.map(_.toThrift), rank) - } - - def toOfflineThrift: offline.RankingInfo = { - offline.RankingInfo(scores.map(_.toOfflineThrift), rank) - } -} - -object RankingInfo { - - def fromThrift(rankingInfo: t.RankingInfo): RankingInfo = { - RankingInfo( - scores = rankingInfo.scores.map(Scores.fromThrift), - rank = rankingInfo.rank - ) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Reason.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Reason.docx new file mode 100644 index 0000000000000000000000000000000000000000..5a3f4059e84c433387169f191afa83ccfb91925b GIT binary patch literal 37895 zcmagEWmsHG);5f5a1HM6?hb+A?(W*S(|Ca3?(Xgu+}(n^1xO&c``bBZW}cZxzVFZO ztE+0=vexdZ+Ph0h77_{*3=9kotT&BYt6HTvJ{cSgY#as*3p8SNaM&5k0()^dCQ}{!h9+R@pwPU7ok3< z6b8c-pOt>^N3`A`*zMawr7JFRs;{4=Sx5$1>RY&3z;tH8eIOZ6DzhxTPq;7yQ`eT| z`*DT~oMpdmfX@&;^js`YCn#C#5iEwfI#vUncsLYJMQ|KCytZ(TJHM0MQBCD|lzN}u z>R?>S{dLmcgX~c}Kr-ibg^5Zd+cp#7TOdzbgwch%)EA?sgh7{j_bK{DXG?XbhV{N; zWY1wl0P6Q2_PtCV6PoPDFb(BVH>x^Y=r*B0P64(dRCV(|A#*g}9r*K3)-~v@I(4*T z)cmZEgQfAj@5Pa`PI`lAsT)c4lVCE~I%BJSL+%Ie?`ex;DTE$Z!VT^h=H=}t)dNOR 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-import com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.follow_recommendations.logging.{thriftscala => offline} - -case class FollowProof(followedBy: Seq[Long], numIds: Int) { - def toThrift: t.FollowProof = { - t.FollowProof(followedBy, numIds) - } - - def toOfflineThrift: offline.FollowProof = offline.FollowProof(followedBy, numIds) -} - -object FollowProof { - - def fromThrift(proof: t.FollowProof): FollowProof = { - FollowProof(proof.userIds, proof.numIds) - } -} - -case class SimilarToProof(similarTo: Seq[Long]) { - def toThrift: t.SimilarToProof = { - t.SimilarToProof(similarTo) - } - - def toOfflineThrift: offline.SimilarToProof = offline.SimilarToProof(similarTo) -} - -object SimilarToProof { - def fromThrift(proof: t.SimilarToProof): SimilarToProof = { - SimilarToProof(proof.userIds) - } -} - -case class PopularInGeoProof(location: String) { - def toThrift: t.PopularInGeoProof = { - t.PopularInGeoProof(location) - } - - def toOfflineThrift: offline.PopularInGeoProof = offline.PopularInGeoProof(location) -} - -object PopularInGeoProof { - - def fromThrift(proof: t.PopularInGeoProof): PopularInGeoProof = { - PopularInGeoProof(proof.location) - } -} - -case class TttInterestProof(interestId: Long, interestDisplayName: String) { - def toThrift: t.TttInterestProof = { - t.TttInterestProof(interestId, interestDisplayName) - } - - def toOfflineThrift: offline.TttInterestProof = - offline.TttInterestProof(interestId, interestDisplayName) -} - -object TttInterestProof { - - def fromThrift(proof: t.TttInterestProof): TttInterestProof = { - TttInterestProof(proof.interestId, proof.interestDisplayName) - } -} - -case class TopicProof(topicId: Long) { - def toThrift: t.TopicProof = { - t.TopicProof(topicId) - } - - def toOfflineThrift: offline.TopicProof = - offline.TopicProof(topicId) -} - -object TopicProof { - def fromThrift(proof: t.TopicProof): TopicProof = { - TopicProof(proof.topicId) - } -} - -case class CustomInterest(query: String) { - def toThrift: t.CustomInterestProof = { - t.CustomInterestProof(query) - } - - def toOfflineThrift: offline.CustomInterestProof = - offline.CustomInterestProof(query) -} - -object CustomInterest { - def fromThrift(proof: t.CustomInterestProof): CustomInterest = { - CustomInterest(proof.query) - } -} - -case class TweetsAuthorProof(tweetIds: Seq[Long]) { - def toThrift: t.TweetsAuthorProof = { - t.TweetsAuthorProof(tweetIds) - } - - def toOfflineThrift: offline.TweetsAuthorProof = - offline.TweetsAuthorProof(tweetIds) -} - -object TweetsAuthorProof { - def fromThrift(proof: t.TweetsAuthorProof): TweetsAuthorProof = { - TweetsAuthorProof(proof.tweetIds) - } -} - -case class DeviceFollowProof(isDeviceFollow: Boolean) { - def toThrift: t.DeviceFollowProof = { - t.DeviceFollowProof(isDeviceFollow) - } - def toOfflineThrift: offline.DeviceFollowProof = - offline.DeviceFollowProof(isDeviceFollow) -} - -object DeviceFollowProof { - def fromThrift(proof: t.DeviceFollowProof): DeviceFollowProof = { - DeviceFollowProof(proof.isDeviceFollow) - } - -} - -case class AccountProof( - followProof: Option[FollowProof] = None, - similarToProof: Option[SimilarToProof] = None, - popularInGeoProof: Option[PopularInGeoProof] = None, - tttInterestProof: Option[TttInterestProof] = None, - topicProof: Option[TopicProof] = None, - customInterestProof: Option[CustomInterest] = None, - tweetsAuthorProof: Option[TweetsAuthorProof] = None, - deviceFollowProof: Option[DeviceFollowProof] = None) { - def toThrift: t.AccountProof = { - t.AccountProof( - followProof.map(_.toThrift), - similarToProof.map(_.toThrift), - popularInGeoProof.map(_.toThrift), - tttInterestProof.map(_.toThrift), - topicProof.map(_.toThrift), - customInterestProof.map(_.toThrift), - tweetsAuthorProof.map(_.toThrift), - deviceFollowProof.map(_.toThrift) - ) - } - - def toOfflineThrift: offline.AccountProof = { - offline.AccountProof( - followProof.map(_.toOfflineThrift), - similarToProof.map(_.toOfflineThrift), - popularInGeoProof.map(_.toOfflineThrift), - tttInterestProof.map(_.toOfflineThrift), - topicProof.map(_.toOfflineThrift), - customInterestProof.map(_.toOfflineThrift), - tweetsAuthorProof.map(_.toOfflineThrift), - deviceFollowProof.map(_.toOfflineThrift) - ) - } -} - -object AccountProof { - def fromThrift(proof: t.AccountProof): AccountProof = { - AccountProof( - proof.followProof.map(FollowProof.fromThrift), - proof.similarToProof.map(SimilarToProof.fromThrift), - proof.popularInGeoProof.map(PopularInGeoProof.fromThrift), - proof.tttInterestProof.map(TttInterestProof.fromThrift), - proof.topicProof.map(TopicProof.fromThrift), - proof.customInterestProof.map(CustomInterest.fromThrift), - proof.tweetsAuthorProof.map(TweetsAuthorProof.fromThrift), - proof.deviceFollowProof.map(DeviceFollowProof.fromThrift) - ) - } -} - -case class Reason(accountProof: Option[AccountProof]) { - def toThrift: t.Reason = { - t.Reason(accountProof.map(_.toThrift)) - } - - def toOfflineThrift: offline.Reason = { - offline.Reason(accountProof.map(_.toOfflineThrift)) - } -} - -object Reason { - - def fromThrift(reason: t.Reason): Reason = { - Reason(reason.accountProof.map(AccountProof.fromThrift)) - } -} - -trait HasReason { - - def reason: Option[Reason] - // helper methods below - - def followedBy: Option[Seq[Long]] = { - for { - reason <- reason - accountProof <- reason.accountProof - followProof <- accountProof.followProof - } yield { followProof.followedBy } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RecentlyEngagedUserId.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RecentlyEngagedUserId.docx new file mode 100644 index 0000000000000000000000000000000000000000..85820d5413b56651dd710ec6a1a4b724e135406f GIT binary patch literal 36956 zcmagEWmp}_wm*!!dvFQv?k<7g?ruRh5*#)jAUFhfcXxNU5Zo<50)dUY{C8&NoHKLo 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def fromThrift(recentlyEngagedUserId: t.RecentlyEngagedUserId): RecentlyEngagedUserId = { - RecentlyEngagedUserId( - id = recentlyEngagedUserId.id, - engagementType = EngagementType.fromThrift(recentlyEngagedUserId.engagementType) - ) - } - - def fromOfflineThrift( - recentlyEngagedUserId: offline.RecentlyEngagedUserId - ): RecentlyEngagedUserId = { - RecentlyEngagedUserId( - id = recentlyEngagedUserId.id, - engagementType = EngagementType.fromOfflineThrift(recentlyEngagedUserId.engagementType) - ) - } - -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RecommendationStep.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/RecommendationStep.docx new file mode 100644 index 0000000000000000000000000000000000000000..ae01eeba29812a4365b90a60e10c8d9a598bfa68 GIT binary patch literal 36957 zcmagFWmp}_wm*z(a1HM6?hb+A?ruRh?rc0jaCdiicXtTE-2x;K-2J~ZGv}O{bMJlM 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dT`N)+Lv0-fc(Vd?5GYp(G9&`CM?p7;2LM&i)+qo0 literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/SafetyLevel.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/SafetyLevel.scala deleted file mode 100644 index 10c21704a..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/SafetyLevel.scala +++ /dev/null @@ -1,17 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.spam.rtf.thriftscala.{SafetyLevel => ThriftSafetyLevel} - -sealed trait SafetyLevel { - def toThrift: ThriftSafetyLevel -} - -object SafetyLevel { - case object Recommendations extends SafetyLevel { - override val toThrift = ThriftSafetyLevel.Recommendations - } - - case object TopicsLandingPageTopicRecommendations extends SafetyLevel { - override val toThrift = 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Score.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Score.scala deleted file mode 100644 index 1007c5827..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Score.scala +++ /dev/null @@ -1,144 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.follow_recommendations.common.rankers.common.RankerId -import com.twitter.follow_recommendations.common.rankers.common.RankerId.RankerId -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.follow_recommendations.{thriftscala => t} - -/** - * Type of Score. This is used to differentiate scores. - * - * Define it as a trait so it is possible to add more information for different score types. - */ -sealed trait ScoreType { - def getName: String -} - -/** - * Existing Score Types - */ -object ScoreType { - - /** - * the score is calculated based on heuristics and most likely not normalized - */ - case object HeuristicBasedScore extends ScoreType { - override def getName: String = "HeuristicBasedScore" - } - - /** - * probability of follow after the candidate is recommended to the user - */ - case object PFollowGivenReco extends ScoreType { - override def getName: String = "PFollowGivenReco" - } - - /** - * probability of engage after the user follows the candidate - */ - case object PEngagementGivenFollow extends ScoreType { - override def getName: String = "PEngagementGivenFollow" - } - - /** - * probability of engage per tweet impression - */ - case object PEngagementPerImpression extends ScoreType { - override def getName: String = "PEngagementPerImpression" - } - - /** - * probability of engage per tweet impression - */ - case object PEngagementGivenReco extends ScoreType { - override def getName: String = "PEngagementGivenReco" - } - - def fromScoreTypeString(scoreTypeName: String): ScoreType = scoreTypeName match { - case "HeuristicBasedScore" => HeuristicBasedScore - case "PFollowGivenReco" => PFollowGivenReco - case "PEngagementGivenFollow" => PEngagementGivenFollow - case "PEngagementPerImpression" => PEngagementPerImpression - case "PEngagementGivenReco" => PEngagementGivenReco - } -} - -/** - * Represent the output from a certain ranker or scorer. All the fields are optional - * - * @param value value of the score - * @param rankerId ranker id - * @param scoreType score type - */ -final case class Score( - value: Double, - rankerId: Option[RankerId] = None, - scoreType: Option[ScoreType] = None) { - - def toThrift: t.Score = t.Score( - value = value, - rankerId = rankerId.map(_.toString), - scoreType = scoreType.map(_.getName) - ) - - def toOfflineThrift: offline.Score = - offline.Score( - value = value, - rankerId = rankerId.map(_.toString), - scoreType = scoreType.map(_.getName) - ) -} - -object Score { - - val RandomScore = Score(0.0d, Some(RankerId.RandomRanker)) - - def optimusScore(score: Double, scoreType: ScoreType): Score = { - Score(value = score, scoreType = Some(scoreType)) - } - - def predictionScore(score: Double, rankerId: RankerId): Score = { - Score(value = score, rankerId = Some(rankerId)) - } - - def fromThrift(thriftScore: t.Score): Score = - Score( - value = thriftScore.value, - rankerId = thriftScore.rankerId.flatMap(RankerId.getRankerByName), - scoreType = thriftScore.scoreType.map(ScoreType.fromScoreTypeString) - ) -} - -/** - * a list of scores - */ -final case class Scores( - scores: Seq[Score], - selectedRankerId: Option[RankerId] = None, - isInProducerScoringExperiment: Boolean = false) { - - def toThrift: t.Scores = - t.Scores( - scores = scores.map(_.toThrift), - selectedRankerId = selectedRankerId.map(_.toString), - isInProducerScoringExperiment = isInProducerScoringExperiment - ) - - def toOfflineThrift: offline.Scores = - offline.Scores( - scores = scores.map(_.toOfflineThrift), - selectedRankerId = selectedRankerId.map(_.toString), - isInProducerScoringExperiment = isInProducerScoringExperiment - ) -} - -object Scores { - val Empty: Scores = Scores(Nil) - - def fromThrift(thriftScores: t.Scores): Scores = - Scores( - scores = thriftScores.scores.map(Score.fromThrift), - selectedRankerId = thriftScores.selectedRankerId.flatMap(RankerId.getRankerByName), - isInProducerScoringExperiment = thriftScores.isInProducerScoringExperiment - ) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Session.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/Session.docx new file mode 100644 index 0000000000000000000000000000000000000000..957bfd72a38b6eaabcc62ad642a6152c0b99fd41 GIT binary patch literal 36928 zcmagEWmp~Awl<1ua1HM6?hb+A?ruRB?kqgG2X}Y(;O-EDy9EgZcmGzpd+*)7&pG%0 zDIVq=y^FcMi=mpQ zgSoRllZTycQ0QFPL73Xs zOrQ7DT;MFbwf%gC=pkofxjKPKS`T0`)K#$>=)^-Ia4Ldh&|x(NGu(L{{M^YN#Qi0+UzV7tG_q_m5WWWRq=p-vt4n=0YD^e#u5+8DZ*a0ycdTFS zEkgDfLIj|G|6$j|L^GW&+AScIrF$Dke0fERR0T1I$K9R-Q29a-GsXT z2+C(pb>TXdcG1}6QFdPLH^(D!GT)orVBKY22?gH{2}41e0FeRj`wQf!ePieq-1~O{ z)pyd*oyB{utAY8Zatz6|x-UtDg=pRJ#!udlh$R*8C4_pP7faUngvaj4@}Dr}4ZxKC z(M3-xS&@5C_ckEFzz{)y4V}zwotc?_AFC23KSHvi`kx6&j!>4^H>*n&E*nT3$`=at zq)wa`+XJPGSGqctCG@qhdx;Ltc1FlJDOM}Z2(XJ6)Xf$1Y 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/dev/null @@ -1,42 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.usersignalservice.thriftscala.SignalType -import com.twitter.usersignalservice.thriftscala.Signal - -trait SignalData { - val userId: Long - val signalType: SignalType -} - -case class RecentFollowsSignal( - override val userId: Long, - override val signalType: SignalType, - followedUserId: Long, - timestamp: Long) - extends SignalData - -object RecentFollowsSignal { - - def fromUssSignal(targetUserId: Long, signal: Signal): RecentFollowsSignal = { - val InternalId.UserId(followedUserId) = signal.targetInternalId.getOrElse( - throw new IllegalArgumentException("RecentFollow Signal does not have internalId")) - - RecentFollowsSignal( - userId = targetUserId, - followedUserId = followedUserId, - timestamp = signal.timestamp, - signalType = signal.signalType - ) - } - - def getRecentFollowedUserIds( - signalDataMap: Option[Map[SignalType, Seq[SignalData]]] - ): Option[Seq[Long]] = { - signalDataMap.map(_.getOrElse(SignalType.AccountFollow, default = Seq.empty).flatMap { - case RecentFollowsSignal(userId, signalType, followedUserId, timestamp) => - Some(followedUserId) - case _ => None - }) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/TrackingToken.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/TrackingToken.docx new file mode 100644 index 0000000000000000000000000000000000000000..8d72eb9d21a10fc274430ce1ca527784bc8ab997 GIT binary patch literal 37396 zcmagFWmsIvwm*!!dvJGmcL)S`cMICM(|B;V;O-jS-8BSv3y?r?_kU+*&N(yZ-uu2^ zHV;*`ezMl?s@l7&mE|Czu)x5;;J|u6^JrJA7AK^DgMp31fPrCxTJY zW|hNWm=m(n@BE0@>V>*}o2m6ABu@+sva|}xAxnJ=Hwu_fEqV5(63AqiWcG;WhhXYj zvwYvpaD%h%)eZ0)VT7KE=jjHeXg`3((p1N3Vvr1n!l??4Lx{TyL@t|9%&xG{0i<%|0iLxZ!GhEx4o zUond3Fd_i$+jsk3W{(Lijw6`*^5|ldB?bt> 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TrackingToken( - sessionId: Long, - displayLocation: Option[DisplayLocation], - controllerData: Option[ControllerData], - algorithmId: Option[Int]) { - - def toThrift: t.TrackingToken = { - Trace.id.traceId.toLong - t.TrackingToken( - sessionId = sessionId, - displayLocation = displayLocation.map(_.toThrift), - controllerData = controllerData, - algoId = algorithmId - ) - } - - def toOfflineThrift: offline.TrackingToken = { - offline.TrackingToken( - sessionId = sessionId, - displayLocation = displayLocation.map(_.toOfflineThrift), - controllerData = controllerData, - algoId = algorithmId - ) - } -} - -object TrackingToken { - val binaryThriftSerializer = BinaryThriftStructSerializer[t.TrackingToken](t.TrackingToken) - def serialize(trackingToken: TrackingToken): String = { - Base64StringEncoder.encode(binaryThriftSerializer.toBytes(trackingToken.toThrift)) - } - def deserialize(trackingTokenStr: String): TrackingToken = { - fromThrift(binaryThriftSerializer.fromBytes(Base64StringEncoder.decode(trackingTokenStr))) - } - def fromThrift(token: t.TrackingToken): TrackingToken = { - TrackingToken( - sessionId = token.sessionId, - displayLocation = token.displayLocation.map(DisplayLocation.fromThrift), - controllerData = token.controllerData, - algorithmId = token.algoId - ) - } -} - -trait HasTrackingToken { - def trackingToken: Option[TrackingToken] -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/TweetCandidate.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/TweetCandidate.docx new file mode 100644 index 0000000000000000000000000000000000000000..f82a360d4519acc6c9a394857e6cdd3c12fd3e16 GIT binary patch literal 36744 zcmagFbzGduwl$1va1HM6?hb(jcZZ-s8+RHH5Zr^iyG!Hlgy3#L0>Rzi&di*1X3o9$ z`~G?OQMLD4YwulMRZn%b@&{-bYzPPl1c>ghyxNtjg>gxc5D=qq5D-}4Ry|38y^FcM 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/TweetCandidate.scala +++ /dev/null @@ -1,6 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -case class TweetCandidate( - tweetId: Long, - authorId: Long, - score: Option[Double]) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/UserCandidateSourceDetails.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/UserCandidateSourceDetails.docx new file mode 100644 index 0000000000000000000000000000000000000000..76240ec3b43960021dbf18dd7fc1f8d822a11725 GIT binary patch literal 37956 zcmagEWmsHGw=RmidvJGmcL)S`cPBt2!J+Zs?(Xgm!QCymTYvSii;9y|mFkoPqpjJHzfWsFHhc8Czo{knS z2FxDzcFoBOO6#I%U(a8$Q&@yay(LhwEA|{|9U0^CC2KQpd39D;PURsU?e7KUKz+Om8; z%y5IV?$-_Q8)1Z;i|6SECTl-}#n4p8YGRNKhrp={jYEgk7S8eHcTza2s~(Ti>@!#& 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zFXQ}BfzE5IGpGQkW@WJmp2`IC$YS4U@R!K*98`Q=vJOXU_7kBgX+v%$LhVuMvg#bXp2-Qkvm4?Pysa1-4y6VZ58Yk_Cj6I z*m2XPetWBHdn5_9Ktrufi$(OtsB8 offline} -import com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.hermit.constants.AlgorithmFeedbackTokens._ -import com.twitter.hermit.ml.models.Feature -import com.twitter.hermit.model.Algorithm -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier - -/** - * primaryCandidateSource param is showing the candidate source that responsible for generating this - * candidate, as the candidate might have gone through multiple candidate sources to get generated - * (for example if it has generated by a composite source). WeightedCandidateSourceRanker uses this - * field to do the sampling over candidate sources. All the sources used for generating this - * candidate (including the primary source) and their corresponding score exist in the - * candidateSourceScores field. - */ -case class UserCandidateSourceDetails( - primaryCandidateSource: Option[CandidateSourceIdentifier], - candidateSourceScores: Map[CandidateSourceIdentifier, Option[Double]] = Map.empty, - candidateSourceRanks: Map[CandidateSourceIdentifier, Int] = Map.empty, - addressBookMetadata: Option[AddressBookMetadata] = None, - candidateSourceFeatures: Map[CandidateSourceIdentifier, Seq[Feature]] = Map.empty, -) { - - def toThrift: t.CandidateSourceDetails = { - t.CandidateSourceDetails( - candidateSourceScores = Some(candidateSourceScores.map { - case (identifier, score) => - (identifier.name, score.getOrElse(0.0d)) - }), - primarySource = for { - identifier <- primaryCandidateSource - algo <- Algorithm.withNameOpt(identifier.name) - feedbackToken <- AlgorithmToFeedbackTokenMap.get(algo) - } yield feedbackToken - ) - } - - def toOfflineThrift: offline.CandidateSourceDetails = { - offline.CandidateSourceDetails( - candidateSourceScores = Some(candidateSourceScores.map { - case (identifier, score) => - (identifier.name, score.getOrElse(0.0d)) - }), - primarySource = for { - identifier <- primaryCandidateSource - algo <- Algorithm.withNameOpt(identifier.name) - feedbackToken <- AlgorithmToFeedbackTokenMap.get(algo) - } yield feedbackToken - ) - } -} - -object UserCandidateSourceDetails { - val algorithmNameMap: Map[String, Algorithm.Value] = Algorithm.values.map { - algorithmValue: Algorithm.Value => - (algorithmValue.toString, algorithmValue) - }.toMap - - /** - * This method is used to parse the candidate source of the candidates, which is only passed from - * the scoreUserCandidates endpoint. We create custom candidate source identifiers which - * CandidateAlgorithmSource will read from to hydrate the algorithm id feature. - * candidateSourceScores will not be populated from the endpoint, but we add the conversion for - * completeness. Note that the conversion uses the raw string of the Algorithm rather than the - * assigned strings that we give to our own candidate sources in the FRS. - */ - def fromThrift(details: t.CandidateSourceDetails): UserCandidateSourceDetails = { - val primaryCandidateSource: Option[CandidateSourceIdentifier] = for { - primarySourceToken <- details.primarySource - algo <- TokenToAlgorithmMap.get(primarySourceToken) - } yield CandidateSourceIdentifier(algo.toString) - - val candidateSourceScores = for { - scoreMap <- details.candidateSourceScores.toSeq - (name, score) <- scoreMap - algo <- algorithmNameMap.get(name) - } yield { - CandidateSourceIdentifier(algo.toString) -> Some(score) - } - val candidateSourceRanks = for { - rankMap <- details.candidateSourceRanks.toSeq - (name, rank) <- rankMap - algo <- algorithmNameMap.get(name) - } yield { - CandidateSourceIdentifier(algo.toString) -> rank - } - UserCandidateSourceDetails( - primaryCandidateSource = primaryCandidateSource, - candidateSourceScores = candidateSourceScores.toMap, - candidateSourceRanks = candidateSourceRanks.toMap, - addressBookMetadata = None, - candidateSourceFeatures = Map.empty - ) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/UserIdAndTimestamp.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/UserIdAndTimestamp.docx new file mode 100644 index 0000000000000000000000000000000000000000..79a8ac322c225b4e5a607c703df559aafb6c7bee GIT binary patch literal 36708 zcmagFWmsLwwl$1va1HM6?hb+A?ruRh?rc0ja1ZY8?(QCfy9EgZcYk-f`<&B#?!Djl zXYo)q=NMzoS*xnnTD6sAA)zqAz`)?ZdcJaNRjL%mC4qy1jlqC{VSrk7#R2v%=Jqaz zYMu_}&iYIqcD9X4@`|e>sGrYXu#%aDNW8^Su*!BEXdD>g@Fc3!Z+Ntqm`~&&9_}Xi z!qsP#LSdNVGE(n+iB{_byL_6cbj2l3^z}0|^T{BKee&1ym`*LY_ax&;WfrA(3Fii3 zYFaXU-cNIZv+UON^BJOtoQdV=1SV-cfJIYR#%Q1u4~4*~2#!IARp-xe=XQ`gsHq%{ zQ18-z+8a}HdztWaCwmb0m&|%uVxrQ>v`I&33*h-0Zgj3L_1UN)e!#ibZIZs;$x_|1 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39e0561a2..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models/WtfImpression.scala +++ /dev/null @@ -1,12 +0,0 @@ -package com.twitter.follow_recommendations.common.models - -import com.twitter.util.Time - -/** - * Domain model for representing impressions on wtf recommendations in the past 16 days - */ -case class WtfImpression( - candidateId: Long, - displayLocation: DisplayLocation, - latestTime: Time, - counts: Int) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/BUILD deleted file mode 100644 index ffcbe65a7..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/BUILD +++ /dev/null @@ -1,21 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "escherbird/src/scala/com/twitter/escherbird/util/stitchcache", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/user_state", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/features", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/stores", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..2481e3d79f090bd21e0ad5e6720b06e25d316aa9 GIT binary patch literal 36979 zcmagFWmp{9wm*z(a1HM6?hb+A?ruRFcN!1w7Tnz(g1bWq?iM5v-2LB~nRCv}x%a;B zm*QdXwSKZz)vn#u)k?CEP?%s~U~phPU%0iZREpx0!NI`BV8FmIK%=_i0DBj6dly4B zPX}{neI^e(+ooiB#Z?j1&u1@KDa=A7-r^`&l5;Yk&JladlCvp%EcN2W! z>N85AFii28X?MOvtM!6iKFw6R;u0tN`k9&qWRN931?%}trxx6MlJTT6i_*J;T=RE|cd zcj-UvjVZakO!&EzJ&5~DX1^>kQE6n^WFUME;Q116bgnM-*{CsLz`4$ClD@&oQr)qB 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateParamPredicate.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateParamPredicate.scala deleted file mode 100644 index 0713f728f..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateParamPredicate.scala +++ /dev/null @@ -1,21 +0,0 @@ -package com.twitter.follow_recommendations.common.predicates - -import com.twitter.follow_recommendations.common.base.Predicate -import com.twitter.follow_recommendations.common.base.PredicateResult -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import com.twitter.timelines.configapi.Param - -class CandidateParamPredicate[A <: HasParams]( - param: Param[Boolean], - reason: FilterReason) - extends Predicate[A] { - override def apply(candidate: A): Stitch[PredicateResult] = { - if (candidate.params(param)) { - Stitch.value(PredicateResult.Valid) - } else { - Stitch.value(PredicateResult.Invalid(Set(reason))) - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateSourceParamPredicate.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateSourceParamPredicate.docx new file mode 100644 index 0000000000000000000000000000000000000000..5b5fc554e7a143830232e414c6907d6871d7809f GIT binary patch literal 37232 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#3GNo$-QC^Y-9vD<00{&dclmc_=A1Kg?!E8( zW%E!~>nCgNuByGeT3HSf3JVMj3=XV6jYqp$wKzT*91Ls%1`G@n)T$=|u>Wjs|Jg|0 z!@=CyfZ5&7wmDfrXa zEzA4eEH^moe%&Cy5k?45JWn?;S^EJjhNe1J6N6+V1Wr|G0y?a=aE>Rxi^4%&^>~bC zpW)NNgtF_)l%E^U5{Ho??&^FJVSwBGCm@=n$@89sIC 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100644 index cf08f5623..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CandidateSourceParamPredicate.scala +++ /dev/null @@ -1,31 +0,0 @@ -package com.twitter.follow_recommendations.common.predicates - -import com.twitter.follow_recommendations.common.base.Predicate -import com.twitter.follow_recommendations.common.base.PredicateResult -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.Param - -/** - * This predicate allows us to filter candidates given its source. - * To avoid bucket dilution, we only want to evaluate the param (which would implicitly trigger - * bucketing for FSParams) only if the candidate source fn yields true. - * The param provided should be true when we want to keep the candidate and false otherwise. - */ -class CandidateSourceParamPredicate( - val param: Param[Boolean], - val reason: FilterReason, - candidateSources: Set[CandidateSourceIdentifier]) - extends Predicate[CandidateUser] { - override def apply(candidate: CandidateUser): Stitch[PredicateResult] = { - // we want to avoid evaluating the param if the candidate source fn yields false - if (candidate.getCandidateSources.keys.exists(candidateSources.contains) && !candidate.params( - param)) { - Stitch.value(PredicateResult.Invalid(Set(reason))) - } else { - Stitch.value(PredicateResult.Valid) - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CuratedCompetitorListPredicate.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/CuratedCompetitorListPredicate.docx new file mode 100644 index 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Multiple userId's would result in filtering candidates associated with - * a different similarToUserId. For example: - * - similarToUser1 -> candidate1, candidate2 - * - similarToUser2 -> candidate3 - * and in the competitorList store we have: - * - similarToUser1 -> candidate3 - * we'll be filtering candidate3 on account of similarToUser1, even though it was generated - * with similarToUser2. This might still be desirable at a product level (since we don't want - * to show these accounts anyway), but might not achieve what you intend to code-wise. - */ - override def apply(candidate: CandidateUser): Stitch[PredicateResult] = { - cache.readThrough(CuratedCompetitorListPredicate.DefaultKey).map { competitorListAccounts => - if (competitorListAccounts.contains(candidate.id)) { - PredicateResult.Invalid(Set(CuratedAccountsCompetitorList)) - } else { - PredicateResult.Valid - } - } - } -} - -object CuratedCompetitorListPredicate { - val DefaultKey: String = "default_list" - val CacheTTL = 5.minutes - val CacheNumberOfEntries = 5 -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/ExcludedUserIdPredicate.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/ExcludedUserIdPredicate.docx new file mode 100644 index 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/InactivePredicate.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/InactivePredicate.scala deleted file mode 100644 index c77538a99..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/InactivePredicate.scala +++ /dev/null @@ -1,121 +0,0 @@ -package com.twitter.follow_recommendations.common.predicates - -import com.google.inject.name.Named -import com.twitter.core_workflows.user_model.thriftscala.UserState -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.Predicate -import com.twitter.follow_recommendations.common.base.PredicateResult -import com.twitter.follow_recommendations.common.constants.GuiceNamedConstants -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.follow_recommendations.common.predicates.InactivePredicateParams._ -import com.twitter.service.metastore.gen.thriftscala.UserRecommendabilityFeatures -import com.twitter.stitch.Stitch -import com.twitter.strato.client.Fetcher -import com.twitter.timelines.configapi.HasParams -import com.twitter.util.Duration -import com.twitter.util.Time -import javax.inject.Inject -import javax.inject.Singleton -import com.twitter.conversions.DurationOps._ -import com.twitter.escherbird.util.stitchcache.StitchCache -import com.twitter.follow_recommendations.common.models.HasUserState -import com.twitter.follow_recommendations.common.predicates.InactivePredicateParams.DefaultInactivityThreshold -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext - -import java.lang.{Long => JLong} - -@Singleton -case class InactivePredicate @Inject() ( - statsReceiver: StatsReceiver, - @Named(GuiceNamedConstants.USER_RECOMMENDABILITY_FETCHER) userRecommendabilityFetcher: Fetcher[ - Long, - Unit, - UserRecommendabilityFeatures - ]) extends Predicate[(HasParams with HasClientContext with HasUserState, CandidateUser)] { - - private val stats: StatsReceiver = statsReceiver.scope("InactivePredicate") - private val cacheStats = stats.scope("cache") - - private def queryUserRecommendable(userId: Long): Stitch[Option[UserRecommendabilityFeatures]] = - userRecommendabilityFetcher.fetch(userId).map(_.v) - - private val userRecommendableCache = - StitchCache[JLong, Option[UserRecommendabilityFeatures]]( - maxCacheSize = 100000, - ttl = 12.hours, - statsReceiver = cacheStats.scope("UserRecommendable"), - underlyingCall = (userId: JLong) => queryUserRecommendable(userId) - ) - - override def apply( - targetAndCandidate: (HasParams with HasClientContext with HasUserState, CandidateUser) - ): Stitch[PredicateResult] = { - val (target, candidate) = targetAndCandidate - - userRecommendableCache - .readThrough(candidate.id).map { - case recFeaturesFetchResult => - recFeaturesFetchResult match { - case None => - PredicateResult.Invalid(Set(FilterReason.MissingRecommendabilityData)) - case Some(recFeatures) => - if (disableInactivityPredicate(target, target.userState, recFeatures.userState)) { - PredicateResult.Valid - } else { - val defaultInactivityThreshold = target.params(DefaultInactivityThreshold).days - val hasBeenActiveRecently = recFeatures.lastStatusUpdateMs - .map(Time.now - Time.fromMilliseconds(_)).getOrElse( - Duration.Top) < defaultInactivityThreshold - stats - .scope(defaultInactivityThreshold.toString).counter( - if (hasBeenActiveRecently) - "active" - else - "inactive" - ).incr() - if (hasBeenActiveRecently && (!target - .params(UseEggFilter) || recFeatures.isNotEgg.contains(1))) { - PredicateResult.Valid - } else { - PredicateResult.Invalid(Set(FilterReason.Inactive)) - } - } - } - }.rescue { - case e: Exception => - stats.counter(e.getClass.getSimpleName).incr() - Stitch(PredicateResult.Invalid(Set(FilterReason.FailOpen))) - } - } - - private[this] def disableInactivityPredicate( - target: HasParams, - consumerState: Option[UserState], - candidateState: Option[UserState] - ): Boolean = { - target.params(MightBeDisabled) && - consumerState.exists(InactivePredicate.ValidConsumerStates.contains) && - ( - ( - candidateState.exists(InactivePredicate.ValidCandidateStates.contains) && - !target.params(OnlyDisableForNewUserStateCandidates) - ) || - ( - candidateState.contains(UserState.New) && - target.params(OnlyDisableForNewUserStateCandidates) - ) - ) - } -} - -object InactivePredicate { - val ValidConsumerStates: Set[UserState] = Set( - UserState.HeavyNonTweeter, - UserState.MediumNonTweeter, - UserState.HeavyTweeter, - UserState.MediumTweeter - ) - val ValidCandidateStates: Set[UserState] = - Set(UserState.New, UserState.VeryLight, UserState.Light, UserState.NearZero) -} diff --git 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com.twitter.follow_recommendations.common.predicates - -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.Param - -object InactivePredicateParams { - case object DefaultInactivityThreshold - extends FSBoundedParam[Int]( - name = "inactive_predicate_default_inactivity_threshold", - default = 60, - min = 1, - max = 500 - ) - case object UseEggFilter extends Param[Boolean](true) - case object MightBeDisabled extends FSParam[Boolean]("inactive_predicate_might_be_disabled", true) - case object OnlyDisableForNewUserStateCandidates - extends FSParam[Boolean]( - "inactive_predicate_only_disable_for_new_user_state_candidates", - false) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/PreviouslyRecommendedUserIdsPredicate.docx 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/PreviouslyRecommendedUserIdsPredicate.scala +++ /dev/null @@ -1,34 +0,0 @@ -package com.twitter.follow_recommendations.common.predicates - -import com.twitter.follow_recommendations.common.base.Predicate -import com.twitter.follow_recommendations.common.base.PredicateResult -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.follow_recommendations.common.models.HasPreviousRecommendationsContext -import com.twitter.stitch.Stitch -import javax.inject.Singleton - -@Singleton -class PreviouslyRecommendedUserIdsPredicate - extends Predicate[(HasPreviousRecommendationsContext, CandidateUser)] { - override def apply( - pair: (HasPreviousRecommendationsContext, CandidateUser) - ): Stitch[PredicateResult] = { - - val (targetUser, candidate) = pair - - val previouslyRecommendedUserIDs = targetUser.previouslyRecommendedUserIDs - - if (!previouslyRecommendedUserIDs.contains(candidate.id)) { - PreviouslyRecommendedUserIdsPredicate.ValidStitch - } else { - PreviouslyRecommendedUserIdsPredicate.AlreadyRecommendedStitch - } - } -} - -object PreviouslyRecommendedUserIdsPredicate { - val ValidStitch: Stitch[PredicateResult.Valid.type] = Stitch.value(PredicateResult.Valid) - val AlreadyRecommendedStitch: Stitch[PredicateResult.Invalid] = - Stitch.value(PredicateResult.Invalid(Set(FilterReason.AlreadyRecommended))) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss/BUILD deleted file mode 100644 index 9d1ca9b40..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss/BUILD +++ /dev/null @@ -1,17 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/dismiss_store", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git 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DismissedCandidatePredicate { - val ValidStitch: Stitch[PredicateResult.Valid.type] = Stitch.value(PredicateResult.Valid) - val DismissedStitch: Stitch[PredicateResult.Invalid] = - Stitch.value(PredicateResult.Invalid(Set(DismissedId))) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss/DismissedCandidatePredicateParams.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss/DismissedCandidatePredicateParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..088390fd3fb71d637ac8af719a8432a1ccbc0760 GIT binary patch literal 36814 zcmagFWmsIvwm*z(a1HM6?hb+A?ruRFcNz~6+=IKjySsR+5E;!UO{Yg9GdR%B@wYQW%#64hA*`0|tfxYSk47*t?k9yBMl@ zI+#1_GkMtAHYUj{u8N?3K6}ARW)>px7DvG<+i{?AV2Hz$s7}A((OzOck%M@+o8Svq zpHT{hVT#L0z4IkntrP6>X`<2#gDm#RU(aJYwcy^9j3bp~Y~Thq^Hh#qn#mZKAxr1bz6Ot%_FN+Z)I9ic6N=WDppxw_P6qlWka=UTT(`g$izb;r8Z 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com.twitter.conversions.DurationOps._ -import com.twitter.timelines.configapi.Param -import com.twitter.util.Duration - -object DismissedCandidatePredicateParams { - case object LookBackDuration extends Param[Duration](180.days) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/BUILD deleted file mode 100644 index a154121e6..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/BUILD +++ /dev/null @@ -1,23 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "escherbird/src/scala/com/twitter/escherbird/util/stitchcache", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/cache", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders", - "stitch/stitch-gizmoduck", - "util/util-slf4j-api/src/main/scala", - "util/util-thrift", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..3ee081985292760481148326c9adf29f4b5b9f09 GIT binary patch literal 37006 zcmagEWmp}{wl<2pdvJGmcL)S`m!Lr>?o2$mTX1)GclQw7EkFXn-M^V7d#}CEIrsi) z9;#}*GDde*b-)l^U8PzSp9~HLHVy*@h6!rblK|MenA^J;se3w@ zI~y>2*x5EED=4jrqJ2Jl!A@ZjCiRv;#V+4h@`-){~GtF)+x~DjRaweXu8o%}(B*6IvWcF!g0o*J`?(7}g=*PXIQ-)U|UzAhWgJ>;-a<*EAVEb?WNG zsQX$S1)(KL`5B*CP!cg9xv1m6wZ-O&}rQVKsThZ)|@&nehVYWR<$ ze&*5;sZ;F`i%l8h;Ny97Jdz;yy~z#MTj7&b^zD>15~2+d9rV7xKzTa&2)&ATj}%aS zC-dA@yzjaem~Sf2m_n!bl1x;H-V^`v$@>wpq~e{VaNqM%$;Q6O_#Juv6PAJ@nDT#A z(UV$E^d3~bO$abBM9^O&Cv#h87UtjAs)VTzkZfrFXTnmWR3-M!8j^)8hLS%N3Wa;W zOr93o17(U=ySr2*4YYCkh!4;9Of42O3J8`Nifx0mOmr3k^OpLwx9Bb!JB-%hQs6rS 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file mode 100644 index 2ca3e2fc5..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/GizmoduckPredicate.scala +++ /dev/null @@ -1,284 +0,0 @@ -package com.twitter.follow_recommendations.common.predicates.gizmoduck - -import com.twitter.decider.Decider -import com.twitter.decider.RandomRecipient -import com.twitter.escherbird.util.stitchcache.StitchCache -import com.twitter.finagle.Memcached.Client -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.util.DefaultTimer -import com.twitter.follow_recommendations.common.base.StatsUtil -import com.twitter.follow_recommendations.common.base.Predicate -import com.twitter.follow_recommendations.common.base.PredicateResult -import com.twitter.follow_recommendations.common.clients.cache.MemcacheClient -import com.twitter.follow_recommendations.common.clients.cache.ThriftBijection -import com.twitter.follow_recommendations.common.models.FilterReason._ -import com.twitter.follow_recommendations.common.models.AddressBookMetadata -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.follow_recommendations.common.predicates.gizmoduck.GizmoduckPredicate._ -import com.twitter.follow_recommendations.common.predicates.gizmoduck.GizmoduckPredicateParams._ -import com.twitter.follow_recommendations.configapi.deciders.DeciderKey -import com.twitter.gizmoduck.thriftscala.LabelValue.BlinkBad -import com.twitter.gizmoduck.thriftscala.LabelValue.BlinkWorst -import com.twitter.gizmoduck.thriftscala.LabelValue -import com.twitter.gizmoduck.thriftscala.LookupContext -import com.twitter.gizmoduck.thriftscala.QueryFields -import com.twitter.gizmoduck.thriftscala.User -import com.twitter.gizmoduck.thriftscala.UserResult -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.scrooge.CompactThriftSerializer -import com.twitter.spam.rtf.thriftscala.SafetyLevel -import com.twitter.stitch.Stitch -import com.twitter.stitch.gizmoduck.Gizmoduck -import com.twitter.timelines.configapi.HasParams -import com.twitter.util.Duration -import com.twitter.util.logging.Logging -import java.lang.{Long => JLong} -import javax.inject.Inject -import javax.inject.Singleton - -/** - * In this filter, we want to check 4 categories of conditions: - * - if candidate is discoverable given that it's from an address-book/phone-book based source - * - if candidate is unsuitable based on it's safety sub-fields in gizmoduck - * - if candidate is withheld because of country-specific take-down policies - * - if candidate is marked as bad/worst based on blink labels - * We fail close on the query as this is a product-critical filter - */ -@Singleton -case class GizmoduckPredicate @Inject() ( - gizmoduck: Gizmoduck, - client: Client, - statsReceiver: StatsReceiver, - decider: Decider = Decider.False) - extends Predicate[(HasClientContext with HasParams, CandidateUser)] - with Logging { - private val stats: StatsReceiver = statsReceiver.scope(this.getClass.getName) - - // track # of Gizmoduck predicate queries that yielded valid & invalid predicate results - private val validPredicateResultCounter = stats.counter("predicate_valid") - private val invalidPredicateResultCounter = stats.counter("predicate_invalid") - - // track # of cases where no Gizmoduck user was found - private val noGizmoduckUserCounter = stats.counter("no_gizmoduck_user_found") - - private val gizmoduckCache = StitchCache[JLong, UserResult]( - maxCacheSize = MaxCacheSize, - ttl = CacheTTL, - statsReceiver = stats.scope("cache"), - underlyingCall = getByUserId - ) - - // Distributed Twemcache to store UserResult objects keyed on user IDs - val bijection = new ThriftBijection[UserResult] { - override val serializer = CompactThriftSerializer(UserResult) - } - val memcacheClient = MemcacheClient[UserResult]( - client = client, - dest = "/s/cache/frs:twemcaches", - valueBijection = bijection, - ttl = CacheTTL, - statsReceiver = stats.scope("twemcache") - ) - - // main method used to apply GizmoduckPredicate to a candidate user - override def apply( - pair: (HasClientContext with HasParams, CandidateUser) - ): Stitch[PredicateResult] = { - val (request, candidate) = pair - // measure the latency of the getGizmoduckPredicateResult, since this predicate - // check is product-critical and relies on querying a core service (Gizmoduck) - StatsUtil.profileStitch( - getGizmoduckPredicateResult(request, candidate), - stats.scope("getGizmoduckPredicateResult") - ) - } - - private def getGizmoduckPredicateResult( - request: HasClientContext with HasParams, - candidate: CandidateUser - ): Stitch[PredicateResult] = { - val timeout: Duration = request.params(GizmoduckGetTimeout) - - val deciderKey: String = DeciderKey.EnableGizmoduckCaching.toString - val enableDistributedCaching: Boolean = decider.isAvailable(deciderKey, Some(RandomRecipient)) - - // try getting an existing UserResult from cache if possible - val userResultStitch: Stitch[UserResult] = - enableDistributedCaching match { - // read from memcache - case true => memcacheClient.readThrough( - // add a key prefix to address cache key collisions - key = "GizmoduckPredicate" + candidate.id.toString, - underlyingCall = () => getByUserId(candidate.id) - ) - // read from local cache - case false => gizmoduckCache.readThrough(candidate.id) - } - - val predicateResultStitch = userResultStitch.map { - userResult => { - val predicateResult = getPredicateResult(request, candidate, userResult) - if (enableDistributedCaching) { - predicateResult match { - case PredicateResult.Valid => - stats.scope("twemcache").counter("predicate_valid").incr() - case PredicateResult.Invalid(reasons) => - stats.scope("twemcache").counter("predicate_invalid").incr() - } - // log metrics to check if local cache value matches distributed cache value - logPredicateResultEquality( - request, - candidate, - predicateResult - ) - } else { - predicateResult match { - case PredicateResult.Valid => - stats.scope("cache").counter("predicate_valid").incr() - case PredicateResult.Invalid(reasons) => - stats.scope("cache").counter("predicate_invalid").incr() - } - } - predicateResult - } - } - predicateResultStitch - .within(timeout)(DefaultTimer) - .rescue { // fail-open when timeout or exception - case e: Exception => - stats.scope("rescued").counter(e.getClass.getSimpleName).incr() - invalidPredicateResultCounter.incr() - Stitch(PredicateResult.Invalid(Set(FailOpen))) - } - } - - private def logPredicateResultEquality( - request: HasClientContext with HasParams, - candidate: CandidateUser, - predicateResult: PredicateResult - ): Unit = { - val localCachedUserResult = Option(gizmoduckCache.cache.getIfPresent(candidate.id)) - if (localCachedUserResult.isDefined) { - val localPredicateResult = getPredicateResult(request, candidate, localCachedUserResult.get) - localPredicateResult.equals(predicateResult) match { - case true => stats.scope("has_equal_predicate_value").counter("true").incr() - case false => stats.scope("has_equal_predicate_value").counter("false").incr() - } - } else { - stats.scope("has_equal_predicate_value").counter("undefined").incr() - } - } - - // method to get PredicateResult from UserResult - def getPredicateResult( - request: HasClientContext with HasParams, - candidate: CandidateUser, - userResult: UserResult, - ): PredicateResult = { - userResult.user match { - case Some(user) => - val abPbReasons = getAbPbReason(user, candidate.getAddressBookMetadata) - val safetyReasons = getSafetyReasons(user) - val countryTakedownReasons = getCountryTakedownReasons(user, request.getCountryCode) - val blinkReasons = getBlinkReasons(user) - val allReasons = - abPbReasons ++ safetyReasons ++ countryTakedownReasons ++ blinkReasons - if (allReasons.nonEmpty) { - invalidPredicateResultCounter.incr() - PredicateResult.Invalid(allReasons) - } else { - validPredicateResultCounter.incr() - PredicateResult.Valid - } - case None => - noGizmoduckUserCounter.incr() - invalidPredicateResultCounter.incr() - PredicateResult.Invalid(Set(NoUser)) - } - } - - private def getByUserId(userId: JLong): Stitch[UserResult] = { - StatsUtil.profileStitch( - gizmoduck.getById(userId = userId, queryFields = queryFields, context = lookupContext), - stats.scope("getByUserId") - ) - } -} - -object GizmoduckPredicate { - - private[gizmoduck] val lookupContext: LookupContext = - LookupContext(`includeDeactivated` = true, `safetyLevel` = Some(SafetyLevel.Recommendations)) - - private[gizmoduck] val queryFields: Set[QueryFields] = - Set( - QueryFields.Discoverability, // needed for Address Book / Phone Book discoverability checks in getAbPbReason - QueryFields.Safety, // needed for user state safety checks in getSafetyReasons, getCountryTakedownReasons - QueryFields.Labels, // needed for user label checks in getBlinkReasons - QueryFields.Takedowns // needed for checking takedown labels for a user in getCountryTakedownReasons - ) - - private[gizmoduck] val BlinkLabels: Set[LabelValue] = Set(BlinkBad, BlinkWorst) - - private[gizmoduck] def getAbPbReason( - user: User, - abMetadataOpt: Option[AddressBookMetadata] - ): Set[FilterReason] = { - (for { - discoverability <- user.discoverability - abMetadata <- abMetadataOpt - } yield { - val AddressBookMetadata(fwdPb, rvPb, fwdAb, rvAb) = abMetadata - val abReason: Set[FilterReason] = - if ((!discoverability.discoverableByEmail) && (fwdAb || rvAb)) - Set(AddressBookUndiscoverable) - else Set.empty - val pbReason: Set[FilterReason] = - if ((!discoverability.discoverableByMobilePhone) && (fwdPb || rvPb)) - Set(PhoneBookUndiscoverable) - else Set.empty - abReason ++ pbReason - }).getOrElse(Set.empty) - } - - private[gizmoduck] def getSafetyReasons(user: User): Set[FilterReason] = { - user.safety - .map { s => - val deactivatedReason: Set[FilterReason] = - if (s.deactivated) Set(Deactivated) else Set.empty - val suspendedReason: Set[FilterReason] = if (s.suspended) Set(Suspended) else Set.empty - val restrictedReason: Set[FilterReason] = if (s.restricted) Set(Restricted) else Set.empty - val nsfwUserReason: Set[FilterReason] = if (s.nsfwUser) Set(NsfwUser) else Set.empty - val nsfwAdminReason: Set[FilterReason] = if (s.nsfwAdmin) Set(NsfwAdmin) else Set.empty - val isProtectedReason: Set[FilterReason] = if (s.isProtected) Set(IsProtected) else Set.empty - deactivatedReason ++ suspendedReason ++ restrictedReason ++ nsfwUserReason ++ nsfwAdminReason ++ isProtectedReason - }.getOrElse(Set.empty) - } - - private[gizmoduck] def getCountryTakedownReasons( - user: User, - countryCodeOpt: Option[String] - ): Set[FilterReason] = { - (for { - safety <- user.safety.toSeq - if safety.hasTakedown - takedowns <- user.takedowns.toSeq - takedownCountry <- takedowns.countryCodes - requestingCountry <- countryCodeOpt - if takedownCountry.toLowerCase == requestingCountry.toLowerCase - } yield Set(CountryTakedown(takedownCountry.toLowerCase))).flatten.toSet - } - - private[gizmoduck] def getBlinkReasons(user: User): Set[FilterReason] = { - user.labels - .map(_.labels.map(_.labelValue)) - .getOrElse(Nil) - .exists(BlinkLabels.contains) - for { - labels <- user.labels.toSeq - label <- labels.labels - if (BlinkLabels.contains(label.labelValue)) - } yield Set(Blink) - }.flatten.toSet -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/GizmoduckPredicateCache.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck/GizmoduckPredicateCache.docx new file mode 100644 index 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com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.DurationConversion -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.util.Duration -import com.twitter.conversions.DurationOps._ - -object GizmoduckPredicateParams { - case object GizmoduckGetTimeout - extends FSBoundedParam[Duration]( - name = "gizmoduck_predicate_timeout_in_millis", - default = 200.millisecond, - min = 1.millisecond, - max = 500.millisecond) - with HasDurationConversion { - override def durationConversion: DurationConversion = DurationConversion.FromMillis - } - val MaxCacheSize: Int = 250000 - val CacheTTL: Duration = Duration.fromHours(6) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health/BUILD deleted file mode 100644 index d0e9e1015..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health/BUILD +++ /dev/null @@ -1,21 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "escherbird/src/scala/com/twitter/escherbird/util/stitchcache", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/cache", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "strato/config/columns/hss/user_signals/api:api-strato-client", - "util/util-slf4j-api/src/main/scala", - "util/util-thrift", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..e7a8d0c313080cde16b22c14e15c675d826f7fc9 GIT binary patch literal 37014 zcmagEWmp~Awl<1ua1HM6?hb+A?h-WU!kvW&2=2k%-QC?GxLbe#!QH==?%sQM?{m(* ze~O1W$9QFos#&vYm69wZ6ebuL7#vv7H*T#8m4etra4@h@7%(sl(5S9Bz|Pss&e>4S 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stats.stat("agathaCseScoreDistribution").add(agathaCseScoreDouble.toFloat) - stats.stat("agathaNsfwScoreDistribution").add(agathaNsfwScoreDouble.toFloat) - - /** - * Only filter out the candidate when it has both high Agatha CSE score and NSFW score, as the Agatha CSE - * model is an old one that may not be precise or have high recall. - */ - if (agathaCseScoreDouble >= hssCseScoreThreshold && agathaNsfwScoreDouble >= hssNsfwScoreThreshold) { - PredicateResult.Invalid(Set(FilterReason.HssSignal)) - } else { - PredicateResult.Valid - } - case None => - PredicateResult.Valid - } - } - .within(timeout)(DefaultTimer) - .rescue { - case e: Exception => - stats.scope("rescued").counter(e.getClass.getSimpleName).incr() - Stitch(PredicateResult.Invalid(Set(FailOpen))) - } - } - - private def userHealthSignalValueToDoubleOpt(signalValue: Option[SignalValue]): Option[Double] = { - signalValue match { - case Some(SignalValue.DoubleValue(value)) => Some(value) - case _ => None - } - } -} diff 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com.twitter.geoduck.common.thriftscala.PlaceQuery -import com.twitter.geoduck.common.thriftscala.TransactionLocation -import com.twitter.geoduck.common.thriftscala.UserLocationRequest -import com.twitter.geoduck.thriftscala.LocationService -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class LocationServiceClient @Inject() (locationService: LocationService.MethodPerEndpoint) { - def getGeohashAndCountryCode(userId: Long): Stitch[GeohashAndCountryCode] = { - Stitch - .callFuture { - locationService - .userLocation( - UserLocationRequest( - Seq(userId), - Some(PlaceQuery(allPlaceTypes = Some(true))), - simpleReverseGeocode = true)) - .map(_.found.get(userId)).map { transactionLocationOpt => - val geohashOpt = transactionLocationOpt.flatMap(getGeohashFromTransactionLocation) - val countryCodeOpt = - transactionLocationOpt.flatMap(_.simpleRgcResult.flatMap(_.countryCodeAlpha2)) - GeohashAndCountryCode(geohashOpt, countryCodeOpt) - } - } - } - - private[this] def getGeohashFromTransactionLocation( - transactionLocation: TransactionLocation - ): Option[String] = { - transactionLocation.geohash.flatMap { geohash => - val geohashPrefixLength = transactionLocation.locationSource match { - // if location source is logical, keep the first 4 chars in geohash - case Some(LocationSource.Logical) => Some(4) - // if location source is physical, keep the prefix according to accuracy - // accuracy is the accuracy of GPS readings in the unit of meter - case Some(LocationSource.Physical) => - transactionLocation.coordinate.flatMap { coordinate => - coordinate.accuracy match { - case Some(accuracy) if (accuracy < 50) => Some(7) - case Some(accuracy) if (accuracy < 200) => Some(6) - case Some(accuracy) if (accuracy < 1000) => Some(5) - case Some(accuracy) if (accuracy < 50000) => Some(4) - case Some(accuracy) if (accuracy < 100000) => Some(3) - case _ => None - } - } - case Some(LocationSource.Model) => Some(4) - case _ => None - } - geohashPrefixLength match { - case Some(l: Int) => geohash.stringGeohash.map(_.take(l)) - case _ => None - } - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/LocationServiceModule.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/LocationServiceModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..5ef83be67ad8672577266bc737a6ad0b5e51bea8 GIT binary patch literal 36857 zcmagEWmp{9wm*z(a1HM6?hb+A?(W*S(|Ca35Fog_JEU=ULU6YL2?TflcV_0CGjr~} z@B5{A*n6#?tW~vZS9Ph#L&IQ0KtLcsw14K+sa7jaOo4=e7=wd=zygozO9GtSEuGwr zHGG^c-3(d09UYoe6qQ%S&_A3$XIG5=hl%Ui0ZLu^uZx-QP|K zL}|{bM8L5mW~JW-kgPTcclo!_=u1i+8yaS57g9i%`WLPju$)-&?nx(-%Pq?863-37 z)wN~$zn$iRWZSLl7cj;QKb6SS3rW$rhlr!Cj@QB@9STQK6CQ(&tSy}3&F`Re)=)bf zq1|P)*&9>we4YsOqPUj~lFoTvVxiH>w$DWR63q8G%H&K_=7UL7(tumN=OkmJtF@*} 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/ReverseGeocodeClient.scala +++ /dev/null @@ -1,57 +0,0 @@ -package com.twitter.follow_recommendations.common.clients.geoduck - -import com.twitter.follow_recommendations.common.models.GeohashAndCountryCode -import com.twitter.geoduck.common.thriftscala.Location -import com.twitter.geoduck.common.thriftscala.PlaceQuery -import com.twitter.geoduck.common.thriftscala.ReverseGeocodeIPRequest -import com.twitter.geoduck.service.thriftscala.GeoContext -import com.twitter.geoduck.thriftscala.ReverseGeocoder -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ReverseGeocodeClient @Inject() (rgcService: ReverseGeocoder.MethodPerEndpoint) { - def getGeohashAndCountryCode(ipAddress: String): Stitch[GeohashAndCountryCode] = { - Stitch - .callFuture { - rgcService - .reverseGeocodeIp( - ReverseGeocodeIPRequest( - Seq(ipAddress), - PlaceQuery(None), - simpleReverseGeocode = true - ) // note: simpleReverseGeocode means that country code will be included in response - ).map { response => - response.found.get(ipAddress) match { - case Some(location) => getGeohashAndCountryCodeFromLocation(location) - case _ => GeohashAndCountryCode(None, None) - } - } - } - } - - private def getGeohashAndCountryCodeFromLocation(location: Location): GeohashAndCountryCode = { - val countryCode: Option[String] = location.simpleRgcResult.flatMap { _.countryCodeAlpha2 } - - val geohashString: Option[String] = location.geohash.flatMap { hash => - hash.stringGeohash.flatMap { hashString => - Some(ReverseGeocodeClient.truncate(hashString)) - } - } - - GeohashAndCountryCode(geohashString, countryCode) - } - -} - -object ReverseGeocodeClient { - - val DefaultGeoduckIPRequestContext: GeoContext = - GeoContext(allPlaceTypes = true, includeGeohash = true, includeCountryCode = true) - - // All these geohashes are guessed by IP (Logical Location Source). - // So take the four letters to make sure it is consistent with LocationServiceClient - val GeohashLengthAfterTruncation = 4 - def truncate(geohash: String): String = geohash.take(GeohashLengthAfterTruncation) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/UserLocationFetcher.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck/UserLocationFetcher.docx new file mode 100644 index 0000000000000000000000000000000000000000..3d1df74f94e70be63c7a007ca6286cd62d96033b GIT binary patch literal 37348 zcmagEWmsI>vNepmdvJGmcL)S`m!Lr#2@Z`1cXxMp2<{FcxLc4waQC;f_de(BeeS*A z_h^zOKiPhO9RB^B=^g?pbDOV;;9#_q`TpRg1R z!Ib~eMGtB@(R)z$HXy*j5J8_tPUg1GEX=>JRq>M_AlcCT&V;2#s7macH6#m{4J8j1 z3Wa-8Cr*p)filG_U7aeD2HH5i#0O`)rWOks1q4eB#kPT3COY#0d5gW;n{*eA?M7>G z$?zTiWbW!aK{~eS5jPYlqUO|h+!mUo!VDXjgL-rgr!!*J;*v)6b}}fXL1hW(*NC5K 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reverseGeocodeExceptionCounter.incr() - Stitch.None - } - - Stitch.join(lscLocationStitch, ipLocationStitch).map { - case (lscLocation, ipLocation) => { - val geohash = lscLocation.flatMap(_.geohash).orElse(ipLocation.flatMap(_.geohash)) - val countryCode = - lscLocation.flatMap(_.countryCode).orElse(ipLocation.flatMap(_.countryCode)) - (geohash, countryCode) match { - case (None, None) => - emptyResponsesCounter.incr() - None - case _ => Some(GeohashAndCountryCode(geohash, countryCode)) - } - } - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/BUILD deleted file mode 100644 index 77cb553c0..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/BUILD +++ /dev/null @@ -1,21 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/github/nscala_time", - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-thrift-client/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/common", - "src/thrift/com/twitter/gizmoduck:thrift-scala", - "stitch/stitch-gizmoduck", - "util/util-core:scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck/BUILD.docx 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