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the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserEngagementRealTimeAggregatesFeatureHydrator.scala
package com.twitter.home_mixer.product.scored_tweets.feature_hydrator.real_time_aggregates import com.google.inject.name.Named import com.twitter.finagle.stats.StatsReceiver import com.twitter.home_mixer.param.HomeMixerInjectionNames.UserEngagementCache import com.twitter.ml.api.DataRecord import com.twitter.product_m...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/DuplicateConversationTweetsFilter.scala
package com.twitter.home_mixer.product.scored_tweets.filter import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature import com.twitter.home_mixer.util.CandidatesUtil import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.product_mixer.core.functional_component.fi...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.scala
package com.twitter.home_mixer.product.scored_tweets.filter import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature import com.twitter.home_mixer.product.scored_tweets.param.Scor...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorURLFilter.scala
package com.twitter.home_mixer.product.scored_tweets.filter import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature import com.twitter.home_mixer.model.HomeFeatures.TweetUrlsFeature import com.twitter.home_mixer.product.scored_tweets.param.Sco...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.scala
package com.twitter.home_mixer.product.scored_tweets.filter import com.twitter.home_mixer.model.HomeFeatures.EarlybirdFeature import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature import com.twitter.home_mixer.util.ReplyRetweetUtil import com.twitter.product_mixer.component_library.model.candidate.T...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/ScoredTweetsSocialContextFilter.scala
package com.twitter.home_mixer.product.scored_tweets.filter import com.twitter.home_mixer.model.HomeFeatures._ import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.product_mixer.core.feature.featuremap.FeatureMap import com.twitter.product_mixer.core.functional_component...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/MinCachedTweetsGate.scala
package com.twitter.home_mixer.product.scored_tweets.gate import com.twitter.home_mixer.product.scored_tweets.gate.MinCachedTweetsGate.identifierSuffix import com.twitter.home_mixer.util.CachedScoredTweetsHelper import com.twitter.product_mixer.core.functional_component.gate.Gate import com.twitter.product_mixer.core....
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/MinTimeSinceLastRequestGate.scala
package com.twitter.home_mixer.product.scored_tweets.gate import com.twitter.conversions.DurationOps._ import com.twitter.home_mixer.model.HomeFeatures.LastNonPollingTimeFeature import com.twitter.product_mixer.core.functional_component.gate.Gate import com.twitter.product_mixer.core.model.common.identifier.GateIdenti...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request",...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/ScoredTweetsResponseDomainMarshaller.scala
package com.twitter.home_mixer.product.scored_tweets.marshaller import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller import com...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/ScoredTweetsResponseTransportMarshaller.scala
package com.twitter.home_mixer.product.scored_tweets.marshaller import com.twitter.home_mixer.model.HomeFeatures._ import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse import com.twitter.home_mixer.{thriftscala => t} import com.twitter.product_mixer.core.feature.featuremap.FeatureMap import c...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request",...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/ScoredTweetsQuery.scala
package com.twitter.home_mixer.product.scored_tweets.model import com.twitter.home_mixer.model.request.DeviceContext import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.model.request.HasSeenTweetIds import com.twitter.home_mixer.model.request.ScoredTweetsProduct import com.twitte...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/ScoredTweetsResponse.scala
package com.twitter.home_mixer.product.scored_tweets.model import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails import com.twitter.product_mixer.core.model.marshalling.HasMarshalling case class ScoredTweetsResponse(scoredTweets: Seq[CandidateWithDetails]) extends HasMarshalling
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "configapi/configapi-core/src/main/scala/com/twitter/timelines/configapi", "home-mixer/server/src/main/scala/com/twitter/home_mixer/param...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param/ScoredTweetsParam.scala
package com.twitter.home_mixer.product.scored_tweets.param import com.twitter.conversions.DurationOps._ import com.twitter.home_mixer.param.decider.DeciderKey import com.twitter.timelines.configapi.DurationConversion import com.twitter.timelines.configapi.FSBoundedParam import com.twitter.timelines.configapi.FSParam i...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param/ScoredTweetsParamConfig.scala
package com.twitter.home_mixer.product.scored_tweets.param import com.twitter.home_mixer.param.decider.DeciderKey import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam._ import com.twitter.product_mixer.core.product.ProductParamConfig import com.twitter.servo.decider.DeciderKeyName import javax.i...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", "home-mixer/server/src/m...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerFrsQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer import com.twitter.conversions.DurationOps._ import com.twitter.core_workflows.user_model.{thriftscala => um} import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature import com.twitter.home_mixer.model.request.HasDeviceContext import com....
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerInNetworkQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer import com.twitter.conversions.DurationOps._ import com.twitter.core_workflows.user_model.{thriftscala => um} import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature import com.twitter.home_mixer.model.request.HasDeviceContext import com....
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.product.scored_tweets.query_transformer.TimelineRankerQueryTransformer._ imp...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerUtegQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer import com.twitter.conversions.DurationOps._ import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.product.scored_tweets.param.Sco...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", "home-mixer/server/src/m...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdFrsQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird import com.twitter.conversions.DurationOps._ import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.FrsSeedUserIdsFeature import com.twitter.home_mixer.product.sco...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdInNetworkQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird import com.twitter.conversions.DurationOps._ import com.twitter.core_workflows.user_model.{thriftscala => um} import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature import com.twitter.home_mixer.model.request.HasDeviceContext i...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdQueryTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.util.CachedScoredTweetsHelper import com.twitter.home_mixer.util.e...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, dependencies = [ "explore/explore-ranker/thrift/src/main/thrift:thrift-scala", "home-mixer/server/src/main/scala/com/twitter/home_mixer/marshaller/timelines", "home-mixer/server/s...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/CachedScoredTweetsResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.marshaller.timelines.TopicContextFunctionalityTypeUnmarshaller import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.ho...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsFrsResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_mixer.core.feature.Feature import com.twitter.product_mixer.core.feature.fea...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsListsResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature import com.twitter.home_mixer....
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsPopularVideosResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.explore_ranker.{thriftscala => ert} import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.Fr...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsTweetMixerResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.tweet_mixer.{thriftscala => tmt} import com.twitter.home_mixer.model.HomeFeatures._ import com.twitter.product_mixer.core.feature.Feature import com.twitter.product_mixer.core.feature.featuremap.FeatureMap import com.twitter.p...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsUtegResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_mixer.core.feature.Feature import com.twitter.product_mixer.core.feature.fea...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature import com.twitter.home_mixer.mod...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird", "home-mixer/server/src/...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/EarlybirdResponseTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer.earlybird import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature import com.twitter.home...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/ScoredTweetsEarlybirdFrsResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer.earlybird import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_mixer.core.feature.Feature import com.twitter.product_mixer.core.f...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/ScoredTweetsEarlybirdInNetworkResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.scored_tweets.response_transformer.earlybird import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature import com.twitter.product_mixer.core.feature.Feature import com.twitter.product_mixer.core.f...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/scorer", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixe...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/DiversityDiscountProvider.scala
package com.twitter.home_mixer.product.scored_tweets.scorer import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.product_mixer.core.model.common...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/HeuristicScorer.scala
package com.twitter.home_mixer.product.scored_tweets.scorer import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.product_mixer.core.f...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/NaviModelScorer.scala
package com.twitter.home_mixer.product.scored_tweets.scorer import com.twitter.finagle.stats.Stat import com.twitter.finagle.stats.StatsReceiver import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature import com.twitter.home_mixer.model.HomeFeatures.WeightedModelScoreFeature import com.twitter.home_mixer.product...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/PredictedScoreFeature.scala
package com.twitter.home_mixer.product.scored_tweets.scorer import com.twitter.dal.personal_data.{thriftjava => pd} import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.Scoring.ModelWeights import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.produ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.scala
package com.twitter.home_mixer.product.scored_tweets.scorer import com.twitter.home_mixer.functional_component.scorer.FeedbackFatigueScorer import com.twitter.home_mixer.model.HomeFeatures import com.twitter.home_mixer.model.HomeFeatures.AuthorIsBlueVerifiedFeature import com.twitter.home_mixer.model.HomeFeatures.Auth...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator", "home-mixer/server/src/main/scala/com/tw...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/ScoredTweetsHeuristicScoringPipelineConfig.scala
package com.twitter.home_mixer.product.scored_tweets.scoring_pipeline import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery import com.twitter.home_mixer.product.scored_tweets.scorer.HeuristicScorer import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitt...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/ScoredTweetsModelScoringPipelineConfig.scala
package com.twitter.home_mixer.product.scored_tweets.scoring_pipeline import com.twitter.home_mixer.functional_component.feature_hydrator._ import com.twitter.home_mixer.model.HomeFeatures.EarlybirdScoreFeature import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.CachedScoredTweetsCandidatePipelineCo...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/selector/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functi...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/selector/KeepBestOutOfNetworkCandidatePerAuthorPerSuggestType.scala
package com.twitter.home_mixer.product.scored_tweets.selector import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeat...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "finagle/finagle-mysql/src/main/scala", "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator", ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/CachedScoredTweetsSideEffect.scala
package com.twitter.home_mixer.product.scored_tweets.side_effect import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.AuthorIsBlueVerifiedFeature import com.twitter.home_mixer.model.HomeFeatur...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.scala
package com.twitter.home_mixer.product.scored_tweets.side_effect import com.twitter.finagle.tracing.Trace import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature import co...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeServedCommonFeaturesAndCandidateFeaturesSideEffect.scala
package com.twitter.home_mixer.product.scored_tweets.side_effect import com.twitter.conversions.DurationOps._ import com.twitter.finagle.mysql.Client import com.twitter.finagle.mysql.Transactions import com.twitter.finagle.stats.StatsReceiver import com.twitter.finagle.util.DefaultTimer import com.twitter.home_mixer.m...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "3rdparty/jvm/javax/inject:javax.inject", "ads-injection/lib/src/main/scala/com/twitter/goldfinch/api", "finagle/finagle-memcache...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdCandidatePipelineConfig.scala
package com.twitter.home_mixer.product.subscribed import com.google.inject.Inject import com.twitter.home_mixer.functional_component.candidate_source.EarlybirdCandidateSource import com.twitter.home_mixer.product.subscribed.model.SubscribedQuery import com.twitter.product_mixer.component_library.feature_hydrator.query...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdQueryTransformer.scala
package com.twitter.home_mixer.product.subscribed import com.twitter.finagle.thrift.ClientId import com.twitter.finagle.tracing.Trace import com.twitter.home_mixer.product.subscribed.model.SubscribedQuery import com.twitter.home_mixer.product.subscribed.param.SubscribedParam.ServerMaxResultsParam import com.twitter.pr...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdResponseFeatureTransformer.scala
package com.twitter.home_mixer.product.subscribed import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFea...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedMixerPipelineConfig.scala
package com.twitter.home_mixer.product.subscribed import com.twitter.clientapp.{thriftscala => ca} import com.twitter.home_mixer.candidate_pipeline.ConversationServiceCandidatePipelineConfigBuilder import com.twitter.home_mixer.candidate_pipeline.EditedTweetsCandidatePipelineConfig import com.twitter.home_mixer.candid...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedProductPipelineConfig.scala
package com.twitter.home_mixer.product.subscribed import com.twitter.conversions.DurationOps._ import com.twitter.home_mixer.marshaller.timelines.ChronologicalCursorUnmarshaller import com.twitter.home_mixer.model.request.HomeMixerRequest import com.twitter.home_mixer.model.request.SubscribedProduct import com.twitter...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request",...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/SubscribedQuery.scala
package com.twitter.home_mixer.product.subscribed.model import com.twitter.home_mixer.model.request.DeviceContext import com.twitter.home_mixer.model.request.HasDeviceContext import com.twitter.home_mixer.model.request.HasSeenTweetIds import com.twitter.home_mixer.model.request.SubscribedProduct import com.twitter.pro...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "3rdparty/jvm/javax/inject:javax.inject", "configapi/configapi-core/src/main/scala/com/twitter/timelines/configapi", "home-mixer/...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/SubscribedParam.scala
package com.twitter.home_mixer.product.subscribed.param import com.twitter.timelines.configapi.FSBoundedParam object SubscribedParam { val SupportedClientFSName = "subscribed_supported_client" object ServerMaxResultsParam extends FSBoundedParam[Int]( name = "subscribed_server_max_results", ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/SubscribedParamConfig.scala
package com.twitter.home_mixer.product.subscribed.param import com.twitter.home_mixer.param.decider.DeciderKey import com.twitter.home_mixer.product.subscribed.param.SubscribedParam._ import com.twitter.product_mixer.core.product.ProductParamConfig import com.twitter.servo.decider.DeciderKeyName import javax.inject.In...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "3rdparty/jvm/javax/inject:javax.inject", "configapi/configapi-core", "home-mixer/thrift/src/main/thrift:thrift-scala", "...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/HomeMixerAccessPolicy.scala
package com.twitter.home_mixer.service import com.twitter.product_mixer.core.functional_component.common.access_policy.AccessPolicy import com.twitter.product_mixer.core.functional_component.common.access_policy.AllowedLdapGroups object HomeMixerAccessPolicy { /** * Access policies can be configured on a produc...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/HomeMixerAlertConfig.scala
package com.twitter.home_mixer.service import com.twitter.conversions.DurationOps._ import com.twitter.product_mixer.core.functional_component.common.alert.Destination import com.twitter.product_mixer.core.functional_component.common.alert.EmptyResponseRateAlert import com.twitter.product_mixer.core.functional_compone...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/ScoredTweetsService.scala
package com.twitter.home_mixer.service import com.twitter.home_mixer.{thriftscala => t} import com.twitter.product_mixer.core.model.marshalling.request.Request import com.twitter.product_mixer.core.pipeline.product.ProductPipelineRequest import com.twitter.product_mixer.core.product.registry.ProductPipelineRegistry im...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "3rdparty/jvm/com/twitter/bijection:scrooge", "3rdparty/jvm/com/twitter/storehaus:core", "src/thrift/com/twitter/wtf/candidate:wt...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/RealGraphInNetworkScoresStore.scala
package com.twitter.home_mixer.store import com.twitter.bijection.Injection import com.twitter.home_mixer.store.ManhattanRealGraphKVDescriptor._ import com.twitter.stitch.Stitch import com.twitter.storage.client.manhattan.bijections.Bijections import com.twitter.storage.client.manhattan.bijections.Bijections.BinarySca...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/thrift/src/main/thrift:thrift-scala", "product-mixer...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/CachedScoredTweetsHelper.scala
package com.twitter.home_mixer.util import com.twitter.home_mixer.model.HomeFeatures.CachedScoredTweetsFeature import com.twitter.home_mixer.{thriftscala => hmt} import com.twitter.product_mixer.core.feature.featuremap.FeatureMap import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/CandidatesUtil.scala
package com.twitter.home_mixer.util import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature import com.twitter.home_mixer.model.HomeFeatures.FavoritedByUserIdsFeature import com.twitter.home_mixer.model.HomeFeatures.HasImageFeature import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature impor...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/DataRecordUtil.scala
package com.twitter.home_mixer.util import com.twitter.ml.api.DataRecord import com.twitter.ml.api.FeatureContext import com.twitter.ml.api.util.SRichDataRecord import com.twitter.ml.api.Feature import java.lang.{Double => JDouble} object DataRecordUtil { def applyRename( dataRecord: DataRecord, featureCont...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/InjectionTransformer.scala
package com.twitter.home_mixer.util import com.twitter.bijection.Injection import com.twitter.io.Buf import com.twitter.servo.util.Transformer import com.twitter.storage.client.manhattan.bijections.Bijections import com.twitter.util.Return import com.twitter.util.Try import java.nio.ByteBuffer object InjectionTransfo...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/LanguageUtil.scala
package com.twitter.home_mixer.util import com.twitter.search.common.constants.{thriftscala => scc} import com.twitter.search.common.util.lang.ThriftLanguageUtil import com.twitter.service.metastore.gen.{thriftscala => smg} object LanguageUtil { private val DefaultMinProducedLanguageRatio = 0.05 private val Defa...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/MissingKeyException.scala
package com.twitter.home_mixer.util object MissingKeyException extends Exception("Missing key") { override def toString: String = getMessage }
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/ObservedKeyValueResultHandler.scala
package com.twitter.home_mixer.util import com.twitter.finagle.stats.StatsReceiver import com.twitter.servo.keyvalue.KeyValueResult import com.twitter.util.Return import com.twitter.util.Throw import com.twitter.util.Try trait ObservedKeyValueResultHandler { val statsReceiver: StatsReceiver val statScope: String ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/ReplyRetweetUtil.scala
package com.twitter.home_mixer.util import com.twitter.home_mixer.model.HomeFeatures._ import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate import com.twitter.product_mixer.core.model.common.CandidateWithFeatures object ReplyRetweetUtil { def isEligibleReply(candidate: CandidateWithFea...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/TensorFlowUtil.scala
package com.twitter.home_mixer.util import com.twitter.ml.api.thriftscala.FloatTensor import com.twitter.ml.api.util.BufferToIterators.RichFloatBuffer import java.nio.ByteBuffer import java.nio.ByteOrder /** * Contains functionality to transform data records and Tensors */ object TensorFlowUtil { private def sk...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/TweetImpressionsHelper.scala
package com.twitter.home_mixer.util import com.twitter.home_mixer.model.HomeFeatures.TweetImpressionsFeature import com.twitter.product_mixer.component_library.feature_hydrator.query.impressed_tweets.ImpressedTweets import com.twitter.product_mixer.core.feature.featuremap.FeatureMap object TweetImpressionsHelper { ...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/thrift/src/main/thrift:thrift-scala", "src/java/com/twitter/search/common/schema/base", "src/java/com/twitter/search/...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird/EarlybirdRequestUtil.scala
package com.twitter.home_mixer.util.earlybird import com.twitter.conversions.DurationOps._ import com.twitter.search.common.query.thriftjava.{thriftscala => scq} import com.twitter.search.common.ranking.{thriftscala => scr} import com.twitter.search.earlybird.{thriftscala => eb} import com.twitter.timelines.clients.re...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird/EarlybirdResponseUtil.scala
package com.twitter.home_mixer.util.earlybird import com.twitter.search.common.constants.{thriftscala => scc} import com.twitter.search.common.features.{thriftscala => sc} import com.twitter.search.common.schema.earlybird.EarlybirdFieldConstants.EarlybirdFieldConstant import com.twitter.search.common.schema.earlybird....
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird/RelevanceSearchUtil.scala
package com.twitter.home_mixer.util.earlybird import com.twitter.search.common.schema.earlybird.EarlybirdFieldConstants.EarlybirdFieldConstant import com.twitter.search.earlybird.{thriftscala => eb} object RelevanceSearchUtil { val Mentions: String = EarlybirdFieldConstant.MENTIONS_FACET val Hashtags: String = E...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/thrift/src/main/thrift:thrift-scala", ], )
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/RequestFields.scala
package com.twitter.home_mixer.util.tweetypie import com.twitter.tweetypie.{thriftscala => tp} object RequestFields { val CoreTweetFields: Set[tp.TweetInclude] = Set[tp.TweetInclude]( tp.TweetInclude.TweetFieldId(tp.Tweet.IdField.id), tp.TweetInclude.TweetFieldId(tp.Tweet.CoreDataField.id) ) val MediaF...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content/BUILD.bazel
scala_library( sources = ["*.scala"], compiler_option_sets = ["fatal_warnings"], strict_deps = True, tags = ["bazel-compatible"], dependencies = [ "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", "home-mixer/thrift/src/main/thrift:thrift-scala", "src/java/com/...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content/FeatureExtractionHelper.scala
package com.twitter.home_mixer.util.tweetypie.content import com.twitter.home_mixer.model.ContentFeatures import com.twitter.tweetypie.{thriftscala => tp} object FeatureExtractionHelper { def extractFeatures( tweet: tp.Tweet ): ContentFeatures = { val contentFeaturesFromTweet = ContentFeatures.Empty.copy...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content/TweetMediaFeaturesExtractor.scala
package com.twitter.home_mixer.util.tweetypie.content import com.twitter.home_mixer.model.ContentFeatures import com.twitter.mediaservices.commons.mediainformation.{thriftscala => mi} import com.twitter.mediaservices.commons.tweetmedia.{thriftscala => tm} import com.twitter.mediaservices.commons.{thriftscala => ms} im...
the-algorithm-main/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content/TweetTextFeaturesExtractor.scala
package com.twitter.home_mixer.util.tweetypie.content import com.twitter.home_mixer.model.ContentFeatures import com.twitter.tweetypie.{thriftscala => tp} object TweetTextFeaturesExtractor { private val QUESTION_MARK_CHARS = Set( '\u003F', '\u00BF', '\u037E', '\u055E', '\u061F', '\u1367', '\u1945', '\u2047', '...
the-algorithm-main/navi/README.md
# Navi: High-Performance Machine Learning Serving Server in Rust Navi is a high-performance, versatile machine learning serving server implemented in Rust and tailored for production usage. It's designed to efficiently serve within the Twitter tech stack, offering top-notch performance while focusing on core features....
the-algorithm-main/navi/dr_transform/Cargo.toml
[package] name = "dr_transform" version = "0.1.0" edition = "2021" [dependencies] serde = { version = "1.0", features = ["derive"] } serde_json = "1.0" json = "0.12.4" bpr_thrift = { path = "../thrift_bpr_adapter/thrift/"} segdense = { path = "../segdense/"} thrift = "0.17.0" ndarray = "0.15" base64 = "0.20.0" npyz = ...
the-algorithm-main/navi/dr_transform/src/all_config.rs
use serde::{Deserialize, Serialize}; use serde_json::Error; #[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)] #[serde(rename_all = "camelCase")] pub struct AllConfig { #[serde(rename = "train_data")] pub train_data: TrainData, } #[derive(Default, Debug, Clone, PartialEq, Serialize, Deserial...
the-algorithm-main/navi/dr_transform/src/converter.rs
use std::collections::BTreeSet; use std::fmt::{self, Debug, Display}; use std::fs; use crate::all_config; use crate::all_config::AllConfig; use anyhow::{bail, Context}; use bpr_thrift::data::DataRecord; use bpr_thrift::prediction_service::BatchPredictionRequest; use bpr_thrift::tensor::GeneralTensor; use log::debug; u...
the-algorithm-main/navi/dr_transform/src/lib.rs
pub mod all_config; pub mod converter; #[cfg(test)] mod test; pub mod util; pub extern crate ort;