├── .gitignore ├── COPYING ├── README.md ├── RETREIVAL_SIGNALS.md ├── ann └── src │ └── main │ ├── java │ └── com │ │ └── twitter │ │ └── ann │ │ ├── faiss │ │ ├── BUILD │ │ ├── NativeUtils.java │ │ └── swig │ │ │ ├── AlignedTableFloat32.java │ │ │ ├── AlignedTableUint16.java │ │ │ ├── AlignedTableUint8.java │ │ │ ├── ArrayInvertedLists.java │ │ │ ├── AutoTuneCriterion.java │ │ │ ├── BUILD │ │ │ ├── BitstringReader.java │ │ │ ├── BitstringWriter.java │ │ │ ├── BufferList.java │ │ │ ├── ByteVector.java │ │ │ ├── ByteVectorVector.java │ │ │ ├── CenteringTransform.java │ │ │ ├── CharVector.java │ │ │ ├── Clustering.java │ │ │ ├── Clustering1D.java │ │ │ ├── ClusteringIterationStats.java │ │ │ ├── ClusteringParameters.java │ │ │ ├── DistanceComputer.java │ │ │ ├── DoubleVector.java │ │ │ ├── FloatVector.java │ │ │ ├── FloatVectorVector.java │ │ │ ├── GenHammingComputer16.java │ │ │ ├── GenHammingComputer32.java │ │ │ ├── GenHammingComputer8.java │ │ │ ├── GenHammingComputerM8.java │ │ │ ├── HNSW.java │ │ │ ├── HNSWStats.java │ │ │ ├── HStackInvertedLists.java │ │ │ ├── HammingComputer16.java │ │ │ ├── HammingComputer20.java │ │ │ ├── HammingComputer32.java │ │ │ ├── HammingComputer4.java │ │ │ ├── HammingComputer64.java │ │ │ ├── HammingComputer8.java │ │ │ ├── HammingComputerDefault.java │ │ │ ├── HammingComputerM4.java │ │ │ ├── HammingComputerM8.java │ │ │ ├── IDSelector.java │ │ │ ├── IDSelectorArray.java │ │ │ ├── IDSelectorBatch.java │ │ │ ├── IDSelectorRange.java │ │ │ ├── ITQMatrix.java │ │ │ ├── ITQTransform.java │ │ │ ├── IVFPQSearchParameters.java │ │ │ ├── IVFSearchParameters.java │ │ │ ├── Index.java │ │ │ ├── Index2Layer.java │ │ │ ├── IndexBinary.java │ │ │ ├── IndexBinaryFlat.java │ │ │ ├── IndexBinaryFromFloat.java │ │ │ ├── IndexBinaryHNSW.java │ │ │ ├── IndexBinaryIVF.java │ │ │ ├── IndexFlat.java │ │ │ ├── IndexFlat1D.java │ │ │ ├── IndexFlatCodes.java │ │ │ ├── IndexFlatIP.java │ │ │ ├── IndexFlatL2.java │ │ │ ├── IndexHNSW.java │ │ │ ├── IndexHNSW2Level.java │ │ │ ├── IndexHNSWFlat.java │ │ │ ├── IndexHNSWPQ.java │ │ │ ├── IndexHNSWSQ.java │ │ │ ├── IndexIDMap.java │ │ │ ├── IndexIVF.java │ │ │ ├── IndexIVFFlat.java │ │ │ ├── IndexIVFFlatDedup.java │ │ │ ├── IndexIVFPQ.java │ │ │ ├── IndexIVFPQStats.java │ │ │ ├── IndexIVFScalarQuantizer.java │ │ │ ├── IndexIVFStats.java │ │ │ ├── IndexLSH.java │ │ │ ├── IndexPQ.java │ │ │ ├── IndexPQStats.java │ │ │ ├── IndexRefine.java │ │ │ ├── IndexRefineFlat.java │ │ │ ├── IndexScalarQuantizer.java │ │ │ ├── IndexShards.java │ │ │ ├── IndexSplitVectors.java │ │ │ ├── IntVector.java │ │ │ ├── InterruptCallback.java │ │ │ ├── IntersectionCriterion.java │ │ │ ├── InvertedLists.java │ │ │ ├── InvertedListsPtrVector.java │ │ │ ├── Level1Quantizer.java │ │ │ ├── LinearTransform.java │ │ │ ├── LongVector.java │ │ │ ├── LongVectorVector.java │ │ │ ├── MapLong2Long.java │ │ │ ├── MaskedInvertedLists.java │ │ │ ├── MetricType.java │ │ │ ├── MultiIndexQuantizer.java │ │ │ ├── MultiIndexQuantizer2.java │ │ │ ├── NormalizationTransform.java │ │ │ ├── OPQMatrix.java │ │ │ ├── OnDiskInvertedLists.java │ │ │ ├── OnDiskInvertedListsIOHook.java │ │ │ ├── OnDiskOneList.java │ │ │ ├── OneRecallAtRCriterion.java │ │ │ ├── OperatingPoint.java │ │ │ ├── OperatingPointVector.java │ │ │ ├── OperatingPoints.java │ │ │ ├── PCAMatrix.java │ │ │ ├── PQDecoder16.java │ │ │ ├── PQDecoder8.java │ │ │ ├── PQDecoderGeneric.java │ │ │ ├── PQEncoder16.java │ │ │ ├── PQEncoder8.java │ │ │ ├── PQEncoderGeneric.java │ │ │ ├── ParameterRange.java │ │ │ ├── ParameterSpace.java │ │ │ ├── PartitionStats.java │ │ │ ├── PermutationObjective.java │ │ │ ├── PolysemousTraining.java │ │ │ ├── ProductQuantizer.java │ │ │ ├── ProgressiveDimClustering.java │ │ │ ├── ProgressiveDimClusteringParameters.java │ │ │ ├── ProgressiveDimIndexFactory.java │ │ │ ├── RandomRotationMatrix.java │ │ │ ├── RangeQueryResult.java │ │ │ ├── RangeSearchPartialResult.java │ │ │ ├── RangeSearchResult.java │ │ │ ├── ReadOnlyInvertedLists.java │ │ │ ├── ReconstructFromNeighbors.java │ │ │ ├── RemapDimensionsTransform.java │ │ │ ├── ReproduceDistancesObjective.java │ │ │ ├── SWIGTYPE_p_AlignedTableT_float_32_t.java │ │ │ ├── SWIGTYPE_p_AlignedTableT_float_t.java │ │ │ ├── SWIGTYPE_p_DirectMap.java │ │ │ ├── SWIGTYPE_p_DirectMap__Type.java │ │ │ ├── SWIGTYPE_p_FILE.java │ │ │ ├── SWIGTYPE_p_IOReader.java │ │ │ ├── SWIGTYPE_p_IOWriter.java │ │ │ ├── SWIGTYPE_p_ScalarQuantizer.java │ │ │ ├── SWIGTYPE_p_ScalarQuantizer__QuantizerType.java │ │ │ ├── SWIGTYPE_p_double.java │ │ │ ├── SWIGTYPE_p_faiss__AlignedTableTightAllocT_float_32_t.java │ │ │ ├── SWIGTYPE_p_faiss__AlignedTableTightAllocT_uint16_t_32_t.java │ │ │ ├── SWIGTYPE_p_faiss__AlignedTableTightAllocT_unsigned_char_32_t.java │ │ │ ├── SWIGTYPE_p_faiss__BinaryInvertedListScanner.java │ │ │ ├── SWIGTYPE_p_faiss__HeapArrayT_faiss__CMaxT_float_int64_t_t_t.java │ │ │ ├── SWIGTYPE_p_faiss__HeapArrayT_faiss__CMaxT_int_int64_t_t_t.java │ │ │ ├── SWIGTYPE_p_faiss__HeapArrayT_faiss__CMinT_float_int64_t_t_t.java │ │ │ ├── SWIGTYPE_p_faiss__IOReader.java │ │ │ ├── SWIGTYPE_p_faiss__IOWriter.java │ │ │ ├── SWIGTYPE_p_faiss__InvertedListScanner.java │ │ │ ├── SWIGTYPE_p_faiss__LockLevels.java │ │ │ ├── SWIGTYPE_p_faiss__OnDiskInvertedLists__OngoingPrefetch.java │ │ │ ├── SWIGTYPE_p_faiss__RandomGenerator.java │ │ │ ├── SWIGTYPE_p_float.java │ │ │ ├── SWIGTYPE_p_int.java │ │ │ ├── SWIGTYPE_p_long.java │ │ │ ├── SWIGTYPE_p_long_long.java │ │ │ ├── SWIGTYPE_p_omp_lock_t.java │ │ │ ├── SWIGTYPE_p_p_faiss__Index.java │ │ │ ├── SWIGTYPE_p_p_faiss__InvertedLists.java │ │ │ ├── SWIGTYPE_p_p_faiss__VectorTransform.java │ │ │ ├── SWIGTYPE_p_std__listT_faiss__OnDiskInvertedLists__Slot_t.java │ │ │ ├── SWIGTYPE_p_std__pairT_float_int_t.java │ │ │ ├── SWIGTYPE_p_std__priority_queueT_faiss__HNSW__NodeDistFarther_t.java │ │ │ ├── SWIGTYPE_p_std__priority_queueT_std__pairT_float_int_t_t.java │ │ │ ├── SWIGTYPE_p_std__unordered_mapT_long_long_t.java │ │ │ ├── SWIGTYPE_p_std__unordered_multimapT_int64_t_int64_t_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__BufferList__Buffer_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__ClusteringIterationStats_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__HNSW__NodeDistFarther_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__Index_p_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__InvertedLists_const_p_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__OnDiskOneList_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__ParameterRange_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__RangeQueryResult_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_faiss__RangeSearchPartialResult_p_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_int64_t_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_long_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_omp_lock_t_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_std__vectorT_int64_t_t_t.java │ │ │ ├── SWIGTYPE_p_std__vectorT_std__vectorT_unsigned_long_t_t.java │ │ │ ├── SWIGTYPE_p_uint16_t.java │ │ │ ├── SWIGTYPE_p_uint32_t.java │ │ │ ├── SWIGTYPE_p_unsigned_char.java │ │ │ ├── SWIGTYPE_p_unsigned_long.java │ │ │ ├── SWIGTYPE_p_void.java │ │ │ ├── SimulatedAnnealingOptimizer.java │ │ │ ├── SimulatedAnnealingParameters.java │ │ │ ├── SliceInvertedLists.java │ │ │ ├── SlidingIndexWindow.java │ │ │ ├── StopWordsInvertedLists.java │ │ │ ├── Uint64Vector.java │ │ │ ├── VStackInvertedLists.java │ │ │ ├── VectorTransform.java │ │ │ ├── VectorTransformVector.java │ │ │ ├── VisitedTable.java │ │ │ ├── doubleArray.java │ │ │ ├── floatArray.java │ │ │ ├── float_maxheap_array_t.java │ │ │ ├── float_minheap_array_t.java │ │ │ ├── intArray.java │ │ │ ├── int_maxheap_array_t.java │ │ │ ├── int_minheap_array_t.java │ │ │ ├── longArray.java │ │ │ ├── resources │ │ │ ├── .gitignore │ │ │ ├── .gitkeep │ │ │ └── BUILD │ │ │ ├── swigfaiss.java │ │ │ ├── swigfaissConstants.java │ │ │ └── swigfaissJNI.java │ │ └── hnsw │ │ ├── BUILD │ │ ├── DistanceFunction.java │ │ ├── DistancedItem.java │ │ ├── DistancedItemQueue.java │ │ ├── HnswIndex.java │ │ ├── HnswIndexIOUtil.java │ │ ├── HnswMeta.java │ │ ├── HnswNode.java │ │ └── IllegalDuplicateInsertException.java │ ├── python │ └── dataflow │ │ ├── BUILD.bazel │ │ ├── bq.sql │ │ ├── faiss_index_bq_dataset.py │ │ └── worker_harness │ │ ├── Dockerfile │ │ └── cloudbuild.yml │ ├── scala │ └── com │ │ └── twitter │ │ └── ann │ │ ├── annoy │ │ ├── AnnoyCommon.scala │ │ ├── BUILD │ │ ├── RawAnnoyIndexBuilder.scala │ │ ├── RawAnnoyQueryIndex.scala │ │ ├── TypedAnnoyIndex.scala │ │ ├── TypedAnnoyIndexBuilderWithFile.scala │ │ └── TypedAnnoyQueryIndexWithFile.scala │ │ ├── brute_force │ │ ├── BUILD │ │ ├── BruteForceDeserialization.scala │ │ └── BruteForceIndex.scala │ │ ├── common │ │ ├── AnnInjections.scala │ │ ├── Api.scala │ │ ├── BUILD │ │ ├── EmbeddingProducer.scala │ │ ├── IndexOutputFile.scala │ │ ├── IndexTransformer.scala │ │ ├── MemoizedInEpochs.scala │ │ ├── Metric.scala │ │ ├── QueryableById.scala │ │ ├── QueryableByIdImplementation.scala │ │ ├── QueryableOperations.scala │ │ ├── ReadWriteFuturePool.scala │ │ ├── Serialization.scala │ │ ├── ServiceClientQueryable.scala │ │ ├── ShardApi.scala │ │ ├── ShardedSerialization.scala │ │ └── Task.scala │ │ ├── dataflow │ │ └── offline │ │ │ ├── ANNIndexBuilderBeamJob.scala │ │ │ ├── BUILD │ │ │ ├── BaseEmbeddingData.scala │ │ │ ├── FlatEmbeddingData.scala │ │ │ └── GroupedEmbeddingData.scala │ │ ├── experimental │ │ ├── BUILD.bazel │ │ └── Runner.scala │ │ ├── faiss │ │ ├── BUILD │ │ ├── FaissCommon.scala │ │ ├── FaissIndex.scala │ │ ├── FaissIndexer.scala │ │ ├── HourlyDirectoryWithSuccessFileListing.scala │ │ ├── HourlyShardedIndex.scala │ │ └── QueryableIndexAdapter.scala │ │ ├── featurestore │ │ ├── BUILD │ │ └── FeatureStoreEmbeddingProducer.scala │ │ ├── file_store │ │ ├── BUILD │ │ ├── ReadableIndexIdFileStore.scala │ │ └── WritableIndexIdFileStore.scala │ │ ├── hnsw │ │ ├── BUILD │ │ ├── DistanceFunctionGenerator.scala │ │ ├── Hnsw.scala │ │ ├── HnswCommon.scala │ │ ├── HnswIOUtil.scala │ │ ├── IdEmbeddingMap.scala │ │ ├── JMapBasedIdEmbeddingMap.scala │ │ ├── MapDbBasedIdEmbeddingMap.scala │ │ ├── SerializableHnsw.scala │ │ └── TypedHnswIndex.scala │ │ ├── manhattan │ │ ├── BUILD │ │ ├── ManhattanEmbeddingProducer.scala │ │ └── README │ │ ├── scalding │ │ ├── benchmark │ │ │ ├── BUILD │ │ │ └── Knn.scala │ │ └── offline │ │ │ ├── BUILD.bazel │ │ │ ├── IndexingStrategy.scala │ │ │ ├── KnnDebug.scala │ │ │ ├── KnnEntityRecoDebugJob.scala │ │ │ ├── KnnHelper.scala │ │ │ ├── KnnOfflineJob.scala │ │ │ ├── KnnTruthSetGenerator.scala │ │ │ ├── ParameterlessQueryable.scala │ │ │ ├── README │ │ │ ├── faissindexbuilder │ │ │ ├── BUILD.bazel │ │ │ ├── IndexBuilder.scala │ │ │ └── IndexBuilderApp.scala │ │ │ ├── indexbuilder │ │ │ ├── BUILD.bazel │ │ │ ├── IndexBuilder.scala │ │ │ ├── IndexBuilderApp.scala │ │ │ └── README.rst │ │ │ └── indexbuilderfrombq │ │ │ ├── BUILD.bazel │ │ │ ├── IndexBuilderFromBQ.scala │ │ │ └── IndexBuilderFromBQApp.scala │ │ ├── serialization │ │ ├── BUILD │ │ ├── DummyANNIndexInjection.scala │ │ ├── PersistedEmbeddingInjection.scala │ │ └── ThriftIteratorIO.scala │ │ ├── service │ │ ├── loadtest │ │ │ ├── AnnLoadTest.scala │ │ │ ├── AnnLoadTestMain.scala │ │ │ ├── AnnLoadTestWorker.scala │ │ │ ├── BUILD │ │ │ ├── EmbeddingIndexer.scala │ │ │ ├── LoadTestRecorder.scala │ │ │ ├── LoadTestUtils.scala │ │ │ └── README.md │ │ └── query_server │ │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── BaseQueryIndexServer.scala │ │ │ ├── Exceptions.scala │ │ │ ├── FaissIndexPathProvider.scala │ │ │ ├── IndexPathProvider.scala │ │ │ ├── QueryIndexThriftController.scala │ │ │ ├── QueryServerUtil.scala │ │ │ ├── QueryableProvider.scala │ │ │ ├── RefreshableQueryable.scala │ │ │ ├── UnsafeQueryIndexServer.scala │ │ │ ├── throttling │ │ │ │ ├── AuroraCPUStatsReader.scala │ │ │ │ ├── BUILD │ │ │ │ ├── ThrottlingBasedQualityTask.scala │ │ │ │ ├── WindowedStats.scala │ │ │ │ └── WindowedThrottlingInstrument.scala │ │ │ └── warmup │ │ │ │ ├── BUILD │ │ │ │ └── Warmup.scala │ │ │ ├── faiss │ │ │ ├── BUILD │ │ │ └── FaissQueryIndexServer.scala │ │ │ └── hnsw │ │ │ ├── BUILD │ │ │ └── HnswQueryIndexServer.scala │ │ └── util │ │ ├── BUILD │ │ └── IndexBuilderUtils.scala │ └── thrift │ └── com │ └── twitter │ └── ann │ ├── common │ ├── BUILD │ └── ann_common.thrift │ ├── knn │ ├── BUILD │ └── knn.thrift │ └── serialization │ ├── BUILD │ └── serialization.thrift ├── ci └── ci.sh ├── cr-mixer ├── BUILD.bazel ├── README.md ├── server │ └── src │ │ └── main │ │ ├── resources │ │ ├── BUILD.bazel │ │ ├── config │ │ │ └── decider.yml │ │ └── logback.xml │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── cr_mixer │ │ ├── BUILD.bazel │ │ ├── CrMixerHttpServerWarmupHandler.scala │ │ ├── CrMixerServer.scala │ │ ├── CrMixerThriftServerWarmupHandler.scala │ │ ├── blender │ │ ├── AdsBlender.scala │ │ ├── BUILD │ │ ├── BlendedCandidatesBuilder.scala │ │ ├── ContentSignalBlender.scala │ │ ├── CountWeightedInterleaveBlender.scala │ │ ├── InterleaveBlender.scala │ │ ├── SourceTypeBackFillBlender.scala │ │ └── SwitchBlender.scala │ │ ├── candidate_generation │ │ ├── AdsCandidateGenerator.scala │ │ ├── AdsCandidateSourcesRouter.scala │ │ ├── BUILD │ │ ├── CandidateSourcesRouter.scala │ │ ├── CrCandidateGenerator.scala │ │ ├── CustomizedRetrievalCandidateGeneration.scala │ │ ├── FrsTweetCandidateGenerator.scala │ │ ├── RelatedTweetCandidateGenerator.scala │ │ ├── RelatedVideoTweetCandidateGenerator.scala │ │ ├── SimClustersInterestedInCandidateGeneration.scala │ │ ├── TopicTweetCandidateGenerator.scala │ │ └── UtegTweetCandidateGenerator.scala │ │ ├── config │ │ ├── BUILD │ │ ├── SimClustersANNConfig.scala │ │ └── TimeoutConfig.scala │ │ ├── controller │ │ ├── BUILD.bazel │ │ └── CrMixerThriftController.scala │ │ ├── exception │ │ ├── BUILD │ │ └── InvalidSANNConfigException.scala │ │ ├── featureswitch │ │ ├── BUILD │ │ ├── CrMixerLoggingABDecider.scala │ │ ├── ParamsBuilder.scala │ │ └── SetImpressedBucketsLocalContextFilter.scala │ │ ├── filter │ │ ├── BUILD │ │ ├── FilterBase.scala │ │ ├── ImpressedTweetlistFilter.scala │ │ ├── InNetworkFilter.scala │ │ ├── PostRankFilterRunner.scala │ │ ├── PreRankFilterRunner.scala │ │ ├── ReplyFilter.scala │ │ ├── RetweetFilter.scala │ │ ├── TweetAgeFilter.scala │ │ ├── TweetInfoHealthFilterBase.scala │ │ ├── UtegFilterRunner.scala │ │ ├── UtegHealthFilter.scala │ │ └── VideoTweetFilter.scala │ │ ├── logging │ │ ├── AdsRecommendationsScribeLogger.scala │ │ ├── BUILD │ │ ├── CrMixerScribeLogger.scala │ │ ├── RelatedTweetScribeLogger.scala │ │ ├── ScribeLoggerUtils.scala │ │ ├── ScribeMetadata.scala │ │ ├── TopLevelDdgMetricsMetadata.scala │ │ └── UtegTweetScribeLogger.scala │ │ ├── model │ │ ├── BUILD │ │ ├── Candidate.scala │ │ ├── CandidateGenerationInfo.scala │ │ ├── CandidateGeneratorQuery.scala │ │ ├── EarlybirdSimilarityEngineType.scala │ │ ├── HealthThreshold.scala │ │ ├── ModelConfig.scala │ │ ├── ModuleNames.scala │ │ ├── TopicTweetWithScore.scala │ │ ├── TweetWithAuthor.scala │ │ ├── TweetWithScore.scala │ │ └── TweetWithScoreAndSocialProof.scala │ │ ├── module │ │ ├── ActivePromotedTweetStoreModule.scala │ │ ├── BUILD.bazel │ │ ├── BlueVerifiedAnnotationStoreModule.scala │ │ ├── CertoStratoStoreModule.scala │ │ ├── ConsumersBasedUserAdGraphStoreModule.scala │ │ ├── ConsumersBasedUserTweetGraphStoreModule.scala │ │ ├── ConsumersBasedUserVideoGraphStoreModule.scala │ │ ├── CrMixerParamConfigModule.scala │ │ ├── DiffusionStoreModule.scala │ │ ├── EarlybirdRecencyBasedCandidateStoreModule.scala │ │ ├── EmbeddingStoreModule.scala │ │ ├── FrsStoreModule.scala │ │ ├── MHMtlsParamsModule.scala │ │ ├── OfflineCandidateStoreModule.scala │ │ ├── RealGraphOonStoreModule.scala │ │ ├── RealGraphStoreMhModule.scala │ │ ├── RepresentationManagerModule.scala │ │ ├── RepresentationScorerModule.scala │ │ ├── SampleSimilarityEngineModule.scala │ │ ├── SimClustersANNServiceNameToClientMapper.scala │ │ ├── SkitStratoStoreModule.scala │ │ ├── StrongTiePredictionStoreModule.scala │ │ ├── TripCandidateStoreModule.scala │ │ ├── TweetInfoStoreModule.scala │ │ ├── TweetRecentEngagedUserStoreModule.scala │ │ ├── TweetRecommendationResultsStoreModule.scala │ │ ├── TwhinCollabFilterStratoStoreModule.scala │ │ ├── TwiceClustersMembersStoreModule.scala │ │ ├── UnifiedCacheClient.scala │ │ ├── UserSignalServiceColumnModule.scala │ │ ├── UserSignalServiceStoreModule.scala │ │ ├── UserStateStoreModule.scala │ │ ├── core │ │ │ ├── ABDeciderModule.scala │ │ │ ├── CrMixerFlagModule.scala │ │ │ ├── CrMixerLoggingABDeciderModule.scala │ │ │ ├── FeatureContextBuilderModule.scala │ │ │ ├── FeatureSwitchesModule.scala │ │ │ ├── KafkaProducerModule.scala │ │ │ ├── LoggerFactoryModule.scala │ │ │ ├── MemoizingStatsReceiverModule.scala │ │ │ └── TimeoutConfigModule.scala │ │ ├── grpc_client │ │ │ └── NaviGRPCClientModule.scala │ │ ├── similarity_engine │ │ │ ├── CertoTopicTweetSimilarityEngineModule.scala │ │ │ ├── ConsumerBasedWalsSimilarityEngineModule.scala │ │ │ ├── ConsumerEmbeddingBasedTripSimilarityEngineModule.scala │ │ │ ├── ConsumerEmbeddingBasedTwHINSimilarityEngineModule.scala │ │ │ ├── ConsumerEmbeddingBasedTwoTowerSimilarityEngineModule.scala │ │ │ ├── ConsumersBasedUserAdGraphSimilarityEngineModule.scala │ │ │ ├── ConsumersBasedUserVideoGraphSimilarityEngineModule.scala │ │ │ ├── DiffusionBasedSimilarityEngineModule.scala │ │ │ ├── EarlybirdSimilarityEngineModule.scala │ │ │ ├── ProducerBasedUnifiedSimilarityEngineModule.scala │ │ │ ├── ProducerBasedUserAdGraphSimilarityEngineModule.scala │ │ │ ├── ProducerBasedUserTweetGraphSimilarityEngineModule.scala │ │ │ ├── SimClustersANNSimilarityEngineModule.scala │ │ │ ├── SkitTopicTweetSimilarityEngineModule.scala │ │ │ ├── TweetBasedQigSimilarityEngineModule.scala │ │ │ ├── TweetBasedTwHINSimlarityEngineModule.scala │ │ │ ├── TweetBasedUnifiedSimilarityEngineModule.scala │ │ │ ├── TweetBasedUserAdGraphSimilarityEngineModule.scala │ │ │ ├── TweetBasedUserTweetGraphSimilarityEngineModule.scala │ │ │ ├── TweetBasedUserVideoGraphSimilarityEngineModule.scala │ │ │ ├── TwhinCollabFilterLookupSimilarityEngineModule.scala │ │ │ └── UserTweetEntityGraphSimilarityEngineModule.scala │ │ └── thrift_client │ │ │ ├── AnnQueryServiceClientModule.scala │ │ │ ├── EarlybirdSearchClientModule.scala │ │ │ ├── FrsClientModule.scala │ │ │ ├── HydraPartitionClientModule.scala │ │ │ ├── HydraRootClientModule.scala │ │ │ ├── QigServiceClientModule.scala │ │ │ ├── SimClustersAnnServiceClientModule.scala │ │ │ ├── TweetyPieClientModule.scala │ │ │ ├── UserAdGraphClientModule.scala │ │ │ ├── UserTweetEntityGraphClientModule.scala │ │ │ ├── UserTweetGraphClientModule.scala │ │ │ ├── UserTweetGraphPlusClientModule.scala │ │ │ └── UserVideoGraphClientModule.scala │ │ ├── param │ │ ├── AdsParams.scala │ │ ├── BUILD │ │ ├── BlenderParams.scala │ │ ├── BypassInterleaveAndRankParams.scala │ │ ├── ConsumerBasedWalsParams.scala │ │ ├── ConsumerEmbeddingBasedCandidateGenerationParams.scala │ │ ├── ConsumerEmbeddingBasedTripParams.scala │ │ ├── ConsumerEmbeddingBasedTwHINParams.scala │ │ ├── ConsumerEmbeddingBasedTwoTowerParams.scala │ │ ├── ConsumersBasedUserAdGraphParams.scala │ │ ├── ConsumersBasedUserTweetGraphParams.scala │ │ ├── ConsumersBasedUserVideoGraphParams.scala │ │ ├── CrMixerParamConfig.scala │ │ ├── CustomizedRetrievalBasedCandidateGenerationParams.scala │ │ ├── CustomizedRetrievalBasedFTROfflineInterestedInParams.scala │ │ ├── CustomizedRetrievalBasedOfflineInterestedInParams.scala │ │ ├── CustomizedRetrievalBasedTwhinParams.scala │ │ ├── EarlybirdFrsBasedCandidateGenerationParams.scala │ │ ├── FrsParams.scala │ │ ├── GlobalParams.scala │ │ ├── GoodProfileClickParams.scala │ │ ├── GoodTweetClickParams.scala │ │ ├── InterestedInParams.scala │ │ ├── ProducerBasedCandidateGenerationParams.scala │ │ ├── ProducerBasedUserAdGraphParams.scala │ │ ├── ProducerBasedUserTweetGraphParams.scala │ │ ├── RankerParams.scala │ │ ├── RealGraphInParams.scala │ │ ├── RealGraphOonParams.scala │ │ ├── RecentFollowsParams.scala │ │ ├── RecentNegativeSignalParams.scala │ │ ├── RecentNotificationsParams.scala │ │ ├── RecentOriginalTweetsParams.scala │ │ ├── RecentReplyTweetsParams.scala │ │ ├── RecentRetweetsParams.scala │ │ ├── RecentTweetFavoritesParams.scala │ │ ├── RelatedTweetGlobalParams.scala │ │ ├── RelatedTweetProducerBasedParams.scala │ │ ├── RelatedTweetTweetBasedParams.scala │ │ ├── RelatedVideoTweetGlobalParams.scala │ │ ├── RelatedVideoTweetTweetBasedParams.scala │ │ ├── RepeatedProfileVisitsParams.scala │ │ ├── SimClustersANNParams.scala │ │ ├── TopicTweetParams.scala │ │ ├── TweetBasedCandidateGenerationParams.scala │ │ ├── TweetBasedTwHINParams.scala │ │ ├── TweetBasedUserAdGraphParams.scala │ │ ├── TweetBasedUserTweetGraphParams.scala │ │ ├── TweetBasedUserVideoGraphParams.scala │ │ ├── TweetSharesParams.scala │ │ ├── UnifiedSETweetCombinationMethod.scala │ │ ├── UnifiedUSSSignalParams.scala │ │ ├── UtegTweetGlobalParams.scala │ │ ├── VideoTweetFilterParams.scala │ │ ├── VideoViewTweetsParams.scala │ │ └── decider │ │ │ ├── BUILD │ │ │ ├── CrMixerDecider.scala │ │ │ ├── DeciderKey.scala │ │ │ └── EndpointLoadShedder.scala │ │ ├── ranker │ │ ├── BUILD │ │ ├── DefaultRanker.scala │ │ └── SwitchRanker.scala │ │ ├── scribe │ │ ├── BUILD │ │ └── ScribeCategory.scala │ │ ├── service │ │ ├── BUILD.bazel │ │ └── CrMixerAlertNotificationConfig.scala │ │ ├── similarity_engine │ │ ├── BUILD │ │ ├── CertoTopicTweetSimilarityEngine.scala │ │ ├── ConsumerBasedWalsSimilarityEngine.scala │ │ ├── ConsumerEmbeddingBasedTripSimilarityEngine.scala │ │ ├── ConsumerEmbeddingBasedTwHINSimilarityEngine.scala │ │ ├── ConsumerEmbeddingBasedTwoTowerSimilarityEngine.scala │ │ ├── ConsumersBasedUserAdGraphSimilarityEngine.scala │ │ ├── ConsumersBasedUserVideoGraphSimilarityEngine.scala │ │ ├── DiffusionBasedSimilarityEngine.scala │ │ ├── EarlybirdModelBasedSimilarityEngine.scala │ │ ├── EarlybirdRecencyBasedSimilarityEngine.scala │ │ ├── EarlybirdSimilarityEngine.scala │ │ ├── EarlybirdSimilarityEngineBase.scala │ │ ├── EarlybirdSimilarityEngineRouter.scala │ │ ├── EarlybirdTensorflowBasedSimilarityEngine.scala │ │ ├── FilterUtil.scala │ │ ├── HnswANNSimilarityEngine.scala │ │ ├── LookupSimilarityEngine.scala │ │ ├── ModelBasedANNStore.scala │ │ ├── ProducerBasedUnifiedSimilarityEngine.scala │ │ ├── ProducerBasedUserAdGraphSimilarityEngine.scala │ │ ├── ProducerBasedUserTweetGraphSimilarityEngine.scala │ │ ├── SimClustersANNSimilarityEngine.scala │ │ ├── SimilarityEngine.scala │ │ ├── SimilaritySourceOrderingUtil.scala │ │ ├── SkitHighPrecisionTopicTweetSimilarityEngine.scala │ │ ├── SkitTopicTweetSimilarityEngine.scala │ │ ├── StandardSimilarityEngine.scala │ │ ├── TweetBasedQigSimilarityEngine.scala │ │ ├── TweetBasedUnifiedSimilarityEngine.scala │ │ ├── TweetBasedUserAdGraphSimilarityEngine.scala │ │ ├── TweetBasedUserTweetGraphSimilarityEngine.scala │ │ ├── TweetBasedUserVideoGraphSimilarityEngine.scala │ │ ├── TwhinCollabFilterSimilarityEngine.scala │ │ └── UserTweetEntityGraphSimilarityEngine.scala │ │ ├── source_signal │ │ ├── BUILD │ │ ├── FrsSourceGraphFetcher.scala │ │ ├── FrsSourceSignalFetcher.scala │ │ ├── FrsStore.scala │ │ ├── RealGraphInSourceGraphFetcher.scala │ │ ├── RealGraphOonSourceGraphFetcher.scala │ │ ├── SourceFetcher.scala │ │ ├── SourceGraphFetcher.scala │ │ ├── SourceInfoRouter.scala │ │ ├── SourceSignalFetcher.scala │ │ ├── UssSourceSignalFetcher.scala │ │ └── UssStore.scala │ │ └── util │ │ ├── BUILD │ │ ├── CandidateGenerationKeyUtil.scala │ │ ├── CountWeightedInterleaveUtil.scala │ │ ├── EarlybirdSearchUtil.scala │ │ ├── InterleaveUtil.scala │ │ ├── MetricTagUtil.scala │ │ └── SignalTimestampStatsUtil.scala └── thrift │ └── src │ └── main │ └── thrift │ ├── BUILD │ ├── ads.thrift │ ├── candidate_generation_key.thrift │ ├── cr_mixer.thrift │ ├── frs_based_tweet.thrift │ ├── metric_tags.thrift │ ├── product.thrift │ ├── product_context.thrift │ ├── related_tweet.thrift │ ├── related_video_tweet.thrift │ ├── scribe.thrift │ ├── source_type.thrift │ ├── topic_tweet.thrift │ ├── uteg.thrift │ └── validation.thrift ├── docs └── system-diagram.png ├── follow-recommendations-service ├── BUILD ├── CONFIG.ini ├── FRS_architecture.png ├── README.md ├── common │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── follow_recommendations │ │ └── common │ │ ├── base │ │ ├── BUILD │ │ ├── CandidateSourceRegistry.scala │ │ ├── EnrichedCandidateSource.scala │ │ ├── ParamPredicate.scala │ │ ├── Predicate.scala │ │ ├── PredicateResult.scala │ │ ├── Ranker.scala │ │ ├── RecommendationFlow.scala │ │ ├── SideEffectsUtil.scala │ │ ├── StatsUtil.scala │ │ └── Transform.scala │ │ ├── candidate_sources │ │ ├── addressbook │ │ │ ├── AddressBookParams.scala │ │ │ ├── BUILD │ │ │ ├── ForwardEmailBookSource.scala │ │ │ ├── ForwardPhoneBookSource.scala │ │ │ ├── README.md │ │ │ ├── ReverseEmailBookSource.scala │ │ │ └── ReversePhoneBookSource.scala │ │ ├── base │ │ │ ├── BUILD │ │ │ ├── CachedCandidateSource.scala │ │ │ ├── ExperimentalCandidateSource.scala │ │ │ ├── RealGraphExpansionRepository.scala │ │ │ ├── SimilarUserExpanderParams.scala │ │ │ ├── SimilarUserExpanderRepository.scala │ │ │ ├── SocialProofEnforcedCandidateSource.scala │ │ │ ├── SocialProofEnforcedCandidateSourceFSConfig.scala │ │ │ ├── SocialProofEnforcedCandidateSourceParams.scala │ │ │ ├── StratoFetcherSource.scala │ │ │ ├── StratoFetcherWithUnitViewSource.scala │ │ │ ├── TweetAuthorsCandidateSource.scala │ │ │ └── TwoHopExpansionCandidateSource.scala │ │ ├── crowd_search_accounts │ │ │ ├── BUILD │ │ │ ├── CrowdSearchAccountsFSConfig.scala │ │ │ ├── CrowdSearchAccountsParams.scala │ │ │ ├── CrowdSearchAccountsSource.scala │ │ │ └── README.md │ │ ├── geo │ │ │ ├── BUILD │ │ │ ├── BasePopGeoHashSource.scala │ │ │ ├── PopCountryBackFillSource.scala │ │ │ ├── PopCountrySource.scala │ │ │ ├── PopGeoQualityFollowSource.scala │ │ │ ├── PopGeoQualityFollowSourceFSConfig.scala │ │ │ ├── PopGeoQualityFollowSourceParams.scala │ │ │ ├── PopGeoSource.scala │ │ │ ├── PopGeoSourceFSConfig.scala │ │ │ ├── PopGeoSourceParams.scala │ │ │ ├── PopGeohashSource.scala │ │ │ └── README.md │ │ ├── ppmi_locale_follow │ │ │ ├── BUILD │ │ │ ├── PPMILocaleFollowSource.scala │ │ │ ├── PPMILocaleFollowSourceFSConfig.scala │ │ │ ├── PPMILocaleFollowSourceParams.scala │ │ │ └── README.md │ │ ├── promoted_accounts │ │ │ ├── BUILD │ │ │ ├── PromotedAccountsCandidateSource.scala │ │ │ └── README.md │ │ ├── real_graph │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── RealGraphOonFSConfig.scala │ │ │ ├── RealGraphOonParams.scala │ │ │ ├── RealGraphOonV2Source.scala │ │ │ └── RealGraphSource.scala │ │ ├── recent_engagement │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── RecentEngagementDirectFollowSource.scala │ │ │ ├── RecentEngagementNonDirectFollowSource.scala │ │ │ ├── RepeatedProfileVisitsFSConfig.scala │ │ │ ├── RepeatedProfileVisitsParams.scala │ │ │ └── RepeatedProfileVisitsSource.scala │ │ ├── salsa │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── RecentEngagementDirectFollowSalsaExpansionSource.scala │ │ │ ├── SalsaExpander.scala │ │ │ └── SalsaExpansionBasedCandidateSource.scala │ │ ├── sims │ │ │ ├── BUILD │ │ │ ├── CacheBasedSimsStore.scala │ │ │ ├── DBV2SimsRefreshStore.scala │ │ │ ├── DBV2SimsStore.scala │ │ │ ├── Follow2vecNearestNeighborsStore.scala │ │ │ ├── README.md │ │ │ ├── SimsExperimentalStore.scala │ │ │ ├── SimsSourceFSConfig.scala │ │ │ ├── SimsSourceParams.scala │ │ │ ├── SimsStore.scala │ │ │ ├── StratoBasedSimsCandidateSource.scala │ │ │ ├── StratoBasedSimsCandidateSourceWithUnitView.scala │ │ │ └── SwitchingSimsSource.scala │ │ ├── sims_expansion │ │ │ ├── BUILD │ │ │ ├── DBV2SimsExpansionParams.scala │ │ │ ├── README.md │ │ │ ├── RecentEngagementSimilarUsersFSConfig.scala │ │ │ ├── RecentEngagementSimilarUsersParams.scala │ │ │ ├── RecentEngagementSimilarUsersSource.scala │ │ │ ├── RecentFollowingSimilarUsersParams.scala │ │ │ ├── RecentFollowingSimilarUsersSource.scala │ │ │ ├── RecentStrongEngagementDirectFollowSimilarUsersSource.scala │ │ │ ├── SimsExpansionBasedCandidateSource.scala │ │ │ ├── SimsExpansionFSConfig.scala │ │ │ └── SimsExpansionSourceParams.scala │ │ ├── socialgraph │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── RecentFollowingRecentFollowingExpansionSource.scala │ │ │ ├── RecentFollowingRecentFollowingExpansionSourceFSConfig.scala │ │ │ └── RecentFollowingRecentFollowingExpansionSourceParams.scala │ │ ├── stp │ │ │ ├── BUILD │ │ │ ├── BaseOnlineSTPSource.scala │ │ │ ├── Dbv2StpScorer.scala │ │ │ ├── EpStpScorer.scala │ │ │ ├── MutualFollowStrongTiePredictionSource.scala │ │ │ ├── OfflineMutualFollowExpansionSource.scala │ │ │ ├── OfflineStpSourceFsConfig.scala │ │ │ ├── OfflineStpSourceParams.scala │ │ │ ├── OfflineStpSourceWithDensePmiMatrix.scala │ │ │ ├── OfflineStpSourceWithLegacyPmiMatrix.scala │ │ │ ├── OfflineStrongTiePredictionBaseSource.scala │ │ │ ├── OfflineStrongTiePredictionSource.scala │ │ │ ├── OnlineSTPSourceFSConfig.scala │ │ │ ├── OnlineSTPSourceParams.scala │ │ │ ├── OnlineSTPSourceScorer.scala │ │ │ ├── OnlineSTPSourceWithDeepbirdV2Scorer.scala │ │ │ ├── OnlineSTPSourceWithEPScorer.scala │ │ │ ├── README.md │ │ │ ├── STPFirstDegreeFetcher.scala │ │ │ ├── STPGraphBuilder.scala │ │ │ ├── STPSecondDegreeFetcher.scala │ │ │ ├── SocialProofEnforcedOfflineStrongTiePredictionSource.scala │ │ │ └── img.png │ │ ├── top_organic_follows_accounts │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── TopOrganicFollowsAccountsFSConfig.scala │ │ │ ├── TopOrganicFollowsAccountsParams.scala │ │ │ └── TopOrganicFollowsAccountsSource.scala │ │ ├── triangular_loops │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── TriangularLoopsFSConfig.scala │ │ │ ├── TriangularLoopsParams.scala │ │ │ └── TriangularLoopsSource.scala │ │ ├── two_hop_random_walk │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ └── TwoHopRandomWalkSource.scala │ │ └── user_user_graph │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── UserUserGraphCandidateSource.scala │ │ │ ├── UserUserGraphFSConfig.scala │ │ │ └── UserUserGraphParams.scala │ │ ├── clients │ │ ├── addressbook │ │ │ ├── AddressbookClient.scala │ │ │ ├── AddressbookModule.scala │ │ │ ├── BUILD │ │ │ └── models │ │ │ │ ├── BUILD │ │ │ │ ├── Contact.scala │ │ │ │ ├── EdgeType.scala │ │ │ │ ├── QueryOption.scala │ │ │ │ └── RecordIdentifier.scala │ │ ├── adserver │ │ │ ├── AdRequest.scala │ │ │ ├── AdserverClient.scala │ │ │ ├── AdserverModule.scala │ │ │ └── BUILD │ │ ├── cache │ │ │ ├── BUILD │ │ │ ├── MemcacheClient.scala │ │ │ ├── MemcacheModule.scala │ │ │ └── ThriftBijection.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ └── BaseClientModule.scala │ │ ├── deepbirdv2 │ │ │ ├── BUILD │ │ │ └── DeepBirdV2PredictionServiceClientModule.scala │ │ ├── dismiss_store │ │ │ ├── BUILD │ │ │ └── DismissStore.scala │ │ ├── email_storage_service │ │ │ ├── BUILD │ │ │ ├── EmailStorageServiceClient.scala │ │ │ └── EmailStorageServiceModule.scala │ │ ├── geoduck │ │ │ ├── BUILD │ │ │ ├── LocationServiceClient.scala │ │ │ ├── LocationServiceModule.scala │ │ │ ├── ReverseGeocodeClient.scala │ │ │ └── UserLocationFetcher.scala │ │ ├── gizmoduck │ │ │ ├── BUILD │ │ │ ├── GizmoduckClient.scala │ │ │ └── GizmoduckModule.scala │ │ ├── graph_feature_service │ │ │ ├── BUILD │ │ │ ├── GraphFeatureServiceClient.scala │ │ │ └── GraphFeatureStoreModule.scala │ │ ├── impression_store │ │ │ ├── BUILD │ │ │ ├── ImpressionStoreModule.scala │ │ │ └── WtfImpressionStore.scala │ │ ├── interests_service │ │ │ ├── BUILD │ │ │ └── InterestServiceClient.scala │ │ ├── phone_storage_service │ │ │ ├── BUILD │ │ │ ├── PhoneStorageServiceClient.scala │ │ │ └── PhoneStorageServiceModule.scala │ │ ├── real_time_real_graph │ │ │ ├── BUILD │ │ │ ├── Engagement.scala │ │ │ ├── EngagementScorer.scala │ │ │ └── RealTimeRealGraphClient.scala │ │ ├── socialgraph │ │ │ ├── BUILD │ │ │ ├── SocialGraphClient.scala │ │ │ └── SocialGraphModule.scala │ │ ├── strato │ │ │ ├── BUILD │ │ │ └── StratoClientModule.scala │ │ └── user_state │ │ │ ├── BUILD │ │ │ └── UserStateClient.scala │ │ ├── constants │ │ ├── BUILD │ │ ├── CandidateAlgorithmTypeConstants.scala │ │ ├── GuiceNamedConstants.scala │ │ └── ServiceConstants.scala │ │ ├── feature_hydration │ │ ├── adapters │ │ │ ├── BUILD │ │ │ ├── CandidateAlgorithmAdapter.scala │ │ │ ├── ClientContextAdapter.scala │ │ │ ├── PostNuxAlgorithmAdapter.scala │ │ │ └── PreFetchedFeatureAdapter.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── FeatureSource.scala │ │ │ ├── FeatureSourceId.scala │ │ │ └── HasPreFetchedFeature.scala │ │ └── sources │ │ │ ├── BUILD │ │ │ ├── CandidateAlgorithmSource.scala │ │ │ ├── ClientContextSource.scala │ │ │ ├── FeatureHydrationSourcesFSConfig.scala │ │ │ ├── FeatureHydrationSourcesFeatureSwitchKeys.scala │ │ │ ├── FeatureStoreFeatures.scala │ │ │ ├── FeatureStoreGizmoduckSource.scala │ │ │ ├── FeatureStoreParameters.scala │ │ │ ├── FeatureStorePostNuxAlgorithmSource.scala │ │ │ ├── FeatureStoreSource.scala │ │ │ ├── FeatureStoreSourceParams.scala │ │ │ ├── FeatureStoreTimelinesAuthorSource.scala │ │ │ ├── FeatureStoreUserMetricCountsSource.scala │ │ │ ├── HydrationSourcesModule.scala │ │ │ ├── PreFetchedFeatureSource.scala │ │ │ ├── UserScoringFeatureSource.scala │ │ │ └── Utils.scala │ │ ├── features │ │ ├── BUILD │ │ ├── LocationFeature.scala │ │ ├── TrackingTokenFeature.scala │ │ └── UserStateFeature.scala │ │ ├── models │ │ ├── AddressBookMetadata.scala │ │ ├── AlgorithmType.scala │ │ ├── BUILD │ │ ├── CandidateUser.scala │ │ ├── ClientContextConverter.scala │ │ ├── DisplayLocation.scala │ │ ├── EngagementType.scala │ │ ├── FilterReason.scala │ │ ├── FlowContext.scala │ │ ├── FlowRecommendation.scala │ │ ├── GeohashAndCountryCode.scala │ │ ├── HasAdMetadata.scala │ │ ├── HasByfSeedUserIds.scala │ │ ├── HasDataRecord.scala │ │ ├── HasDebugOptions.scala │ │ ├── HasDismissedUserIds.scala │ │ ├── HasDisplayLocation.scala │ │ ├── HasEngagements.scala │ │ ├── HasExcludedUserIds.scala │ │ ├── HasGeohashAndCountryCode.scala │ │ ├── HasInfoPerRankingStage.scala │ │ ├── HasInterestIds.scala │ │ ├── HasInvalidRelationshipUserIds.scala │ │ ├── HasIsSoftUser.scala │ │ ├── HasMutualFollowedUserIds.scala │ │ ├── HasPreviousRecommendationsContext.scala │ │ ├── HasProfileId.scala │ │ ├── HasQualityFactor.scala │ │ ├── HasRecentFollowedByUserIds.scala │ │ ├── HasRecentFollowedUserIds.scala │ │ ├── HasRecentFollowedUserIdsWithTime.scala │ │ ├── HasRecentlyEngagedUserIds.scala │ │ ├── HasRecommendationFlowIdentifier.scala │ │ ├── HasScores.scala │ │ ├── HasSimilarToContext.scala │ │ ├── HasTopicId.scala │ │ ├── HasUserCandidateSourceDetails.scala │ │ ├── HasUserState.scala │ │ ├── HasWtfImpressions.scala │ │ ├── OptimusRequest.scala │ │ ├── Product.scala │ │ ├── RankingInfo.scala │ │ ├── Reason.scala │ │ ├── RecentlyEngagedUserId.scala │ │ ├── RecommendationStep.scala │ │ ├── STPGraph.scala │ │ ├── SafetyLevel.scala │ │ ├── Score.scala │ │ ├── Session.scala │ │ ├── SignalData.scala │ │ ├── TrackingToken.scala │ │ ├── TweetCandidate.scala │ │ ├── UserCandidateSourceDetails.scala │ │ ├── UserIdAndTimestamp.scala │ │ └── WtfImpression.scala │ │ ├── predicates │ │ ├── BUILD │ │ ├── CandidateParamPredicate.scala │ │ ├── CandidateSourceParamPredicate.scala │ │ ├── CuratedCompetitorListPredicate.scala │ │ ├── ExcludedUserIdPredicate.scala │ │ ├── InactivePredicate.scala │ │ ├── InactivePredicateParams.scala │ │ ├── PreviouslyRecommendedUserIdsPredicate.scala │ │ ├── dismiss │ │ │ ├── BUILD │ │ │ ├── DismissedCandidatePredicate.scala │ │ │ └── DismissedCandidatePredicateParams.scala │ │ ├── gizmoduck │ │ │ ├── BUILD │ │ │ ├── GizmoduckPredicate.scala │ │ │ ├── GizmoduckPredicateCache.scala │ │ │ ├── GizmoduckPredicateFSConfig.scala │ │ │ └── GizmoduckPredicateParams.scala │ │ ├── health │ │ │ ├── BUILD │ │ │ ├── HssPredicate.scala │ │ │ ├── HssPredicateFSConfig.scala │ │ │ └── HssPredicateParams.scala │ │ ├── sgs │ │ │ ├── BUILD │ │ │ ├── InvalidRelationshipPredicate.scala │ │ │ ├── RecentFollowingPredicate.scala │ │ │ ├── SgsPredicateFSConfig.scala │ │ │ ├── SgsPredicateParams.scala │ │ │ ├── SgsRelationshipsByUserIdPredicate.scala │ │ │ └── SgsRelationshipsPredicate.scala │ │ └── user_activity │ │ │ ├── BUILD │ │ │ ├── UserActivityPredicate.scala │ │ │ └── UserActivityPredicateParams.scala │ │ ├── rankers │ │ ├── common │ │ │ ├── AdhocScoreModificationType.scala │ │ │ ├── BUILD │ │ │ ├── DedupCandidates.scala │ │ │ └── RankerId.scala │ │ ├── fatigue_ranker │ │ │ ├── BUILD │ │ │ ├── ImpressionBasedFatigueRanker.scala │ │ │ ├── ImpressionBasedFatigueRankerFSConfig.scala │ │ │ └── ImpressionBasedFatigueRankerParams.scala │ │ ├── first_n_ranker │ │ │ ├── BUILD │ │ │ ├── FirstNRanker.scala │ │ │ ├── FirstNRankerFSConfig.scala │ │ │ ├── FirstNRankerFeatureSwitchKeys.scala │ │ │ └── FirstNRankerParams.scala │ │ ├── interleave_ranker │ │ │ ├── BUILD │ │ │ ├── InterleaveRanker.scala │ │ │ ├── InterleaveRankerFSConfig.scala │ │ │ └── InterleaveRankerParams.scala │ │ ├── ml_ranker │ │ │ ├── ranking │ │ │ │ ├── BUILD │ │ │ │ ├── HydrateFeaturesTransform.scala │ │ │ │ ├── MlRanker.scala │ │ │ │ ├── MlRankerFSConfig.scala │ │ │ │ └── MlRankerParams.scala │ │ │ └── scoring │ │ │ │ ├── AdhocScorer.scala │ │ │ │ ├── BUILD │ │ │ │ ├── DeepbirdScorer.scala │ │ │ │ ├── PostnuxDeepbirdProdScorer.scala │ │ │ │ ├── RandomScorer.scala │ │ │ │ ├── Scorer.scala │ │ │ │ └── ScorerFactory.scala │ │ ├── utils │ │ │ ├── BUILD │ │ │ └── Utils.scala │ │ └── weighted_candidate_source_ranker │ │ │ ├── BUILD │ │ │ ├── CandidateShuffle.scala │ │ │ ├── WeightMethod.scala │ │ │ ├── WeightedCandidateSourceBaseRanker.scala │ │ │ ├── WeightedCandidateSourceRanker.scala │ │ │ ├── WeightedCandidateSourceRankerFSConfig.scala │ │ │ └── WeightedCandidateSourceRankerParams.scala │ │ ├── stores │ │ ├── BUILD │ │ └── LowTweepCredFollowStore.scala │ │ ├── transforms │ │ ├── dedup │ │ │ ├── BUILD │ │ │ └── DedupTransform.scala │ │ ├── modify_social_proof │ │ │ ├── BUILD │ │ │ ├── ModifySocialProofTransform.scala │ │ │ └── RemoveAccountProofTransform.scala │ │ ├── ranker_id │ │ │ ├── BUILD │ │ │ └── RandomRankerIdTransform.scala │ │ ├── recommendation_flow_identifier │ │ │ ├── AddRecommendationFlowIdentifierTransform.scala │ │ │ └── BUILD │ │ ├── tracking_token │ │ │ ├── BUILD │ │ │ └── TrackingTokenTransform.scala │ │ └── weighted_sampling │ │ │ ├── BUILD │ │ │ ├── SamplingTransform.scala │ │ │ ├── SamplingTransformFSConfig.scala │ │ │ └── SamplingTransformParams.scala │ │ └── utils │ │ ├── BUILD │ │ ├── CollectionUtil.scala │ │ ├── DisplayLocationProductConverterUtil.scala │ │ ├── MergeUtil.scala │ │ ├── RandomUtil.scala │ │ ├── RescueWithStatsUtils.scala │ │ ├── UserSignupUtil.scala │ │ └── Weighted.scala ├── server │ └── src │ │ └── main │ │ ├── resources │ │ ├── BUILD │ │ ├── config │ │ │ └── decider.yml │ │ ├── logback.xml │ │ └── quality │ │ │ └── stp_models │ │ │ └── 20141223 │ │ │ ├── epModel │ │ │ └── trainingConfig │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── follow_recommendations │ │ ├── BUILD │ │ ├── FollowRecommendationsServiceThriftServer.scala │ │ ├── assembler │ │ └── models │ │ │ ├── Action.scala │ │ │ ├── BUILD │ │ │ ├── Config.scala │ │ │ ├── FeedbackAction.scala │ │ │ ├── Footer.scala │ │ │ ├── Header.scala │ │ │ ├── Layout.scala │ │ │ ├── RecommendationOptions.scala │ │ │ ├── SocialProof.scala │ │ │ ├── Title.scala │ │ │ └── WTFPresentation.scala │ │ ├── blenders │ │ ├── BUILD │ │ └── PromotedAccountsBlender.scala │ │ ├── configapi │ │ ├── BUILD │ │ ├── ConfigBuilder.scala │ │ ├── DeciderConfigs.scala │ │ ├── FeatureSwitchConfigs.scala │ │ ├── GlobalFeatureSwitchConfig.scala │ │ ├── ParamsFactory.scala │ │ ├── RequestContext.scala │ │ ├── RequestContextFactory.scala │ │ ├── candidates │ │ │ ├── BUILD │ │ │ ├── CandidateUserContext.scala │ │ │ ├── CandidateUserContextFactory.scala │ │ │ ├── CandidateUserParamsFactory.scala │ │ │ └── HydrateCandidateParamsTransform.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ └── FeatureSwitchConfig.scala │ │ ├── deciders │ │ │ ├── BUILD │ │ │ ├── DeciderKey.scala │ │ │ └── DeciderParams.scala │ │ └── params │ │ │ ├── BUILD │ │ │ └── GlobalParams.scala │ │ ├── controllers │ │ ├── BUILD │ │ ├── CandidateUserDebugParamsBuilder.scala │ │ ├── RecommendationRequestBuilder.scala │ │ ├── RequestBuilderUserFetcher.scala │ │ ├── ScoringUserRequestBuilder.scala │ │ └── ThriftController.scala │ │ ├── flows │ │ ├── ads │ │ │ ├── BUILD │ │ │ ├── PromotedAccountsFlow.scala │ │ │ ├── PromotedAccountsFlowParams.scala │ │ │ ├── PromotedAccountsFlowRequest.scala │ │ │ └── PromotedAccountsUtil.scala │ │ ├── content_recommender_flow │ │ │ ├── BUILD │ │ │ ├── ContentRecommenderFlow.scala │ │ │ ├── ContentRecommenderFlowCandidateSourceRegistry.scala │ │ │ ├── ContentRecommenderFlowCandidateSourceWeights.scala │ │ │ ├── ContentRecommenderFlowCandidateSourceWeightsParams.scala │ │ │ ├── ContentRecommenderFlowFSConfig.scala │ │ │ ├── ContentRecommenderFlowFeatureSwitchKeys.scala │ │ │ ├── ContentRecommenderParams.scala │ │ │ ├── ContentRecommenderRequest.scala │ │ │ └── ContentRecommenderRequestBuilder.scala │ │ └── post_nux_ml │ │ │ ├── BUILD │ │ │ ├── PostNuxMlCandidateSourceRegistry.scala │ │ │ ├── PostNuxMlCandidateSourceWeightParams.scala │ │ │ ├── PostNuxMlCombinedRankerBuilder.scala │ │ │ ├── PostNuxMlFlow.scala │ │ │ ├── PostNuxMlFlowCandidateSourceWeights.scala │ │ │ ├── PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.scala │ │ │ ├── PostNuxMlFlowFSConfig.scala │ │ │ ├── PostNuxMlFlowFeatureSwitchKeys.scala │ │ │ ├── PostNuxMlParams.scala │ │ │ ├── PostNuxMlRequest.scala │ │ │ ├── PostNuxMlRequestBuilder.scala │ │ │ └── PostNuxMlRequestBuilderParams.scala │ │ ├── logging │ │ ├── BUILD │ │ └── FrsLogger.scala │ │ ├── models │ │ ├── BUILD │ │ ├── CandidateSourceType.scala │ │ ├── CandidateUserDebugParams.scala │ │ ├── DebugParams.scala │ │ ├── DisplayContext.scala │ │ ├── FeatureValue.scala │ │ ├── RecommendationFlowData.scala │ │ ├── RecommendationRequest.scala │ │ ├── RecommendationResponse.scala │ │ ├── Request.scala │ │ ├── ScoringUserRequest.scala │ │ ├── ScoringUserResponse.scala │ │ └── failures │ │ │ ├── BUILD │ │ │ └── TimeoutPipelineFailure.scala │ │ ├── modules │ │ ├── ABDeciderModule.scala │ │ ├── BUILD │ │ ├── ConfigApiModule.scala │ │ ├── DiffyModule.scala │ │ ├── FeatureSwitchesModule.scala │ │ ├── FlagsModule.scala │ │ ├── ProductRegistryModule.scala │ │ ├── ScorerModule.scala │ │ ├── ScribeModule.scala │ │ └── TimerModule.scala │ │ ├── products │ │ ├── BUILD │ │ ├── ProdProductRegistry.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── Exceptions.scala │ │ │ ├── Product.scala │ │ │ └── ProductRegistry.scala │ │ ├── explore_tab │ │ │ ├── BUILD │ │ │ ├── ExploreTabProduct.scala │ │ │ └── configapi │ │ │ │ ├── BUILD │ │ │ │ ├── ExploreTabFSConfig.scala │ │ │ │ └── ExploreTabParams.scala │ │ ├── home_timeline │ │ │ ├── BUILD │ │ │ ├── HTLProductMixer.scala │ │ │ ├── HomeTimelineProduct.scala │ │ │ ├── HomeTimelineStrings.scala │ │ │ └── configapi │ │ │ │ ├── BUILD │ │ │ │ ├── HomeTimelineFSConfig.scala │ │ │ │ └── HomeTimelineParams.scala │ │ ├── home_timeline_tweet_recs │ │ │ ├── BUILD │ │ │ ├── HomeTimelineTweetRecsProduct.scala │ │ │ └── configapi │ │ │ │ ├── BUILD │ │ │ │ └── HomeTimelineTweetRecsParams.scala │ │ └── sidebar │ │ │ ├── BUILD │ │ │ ├── SidebarProduct.scala │ │ │ └── configapi │ │ │ ├── BUILD │ │ │ └── SidebarParams.scala │ │ ├── services │ │ ├── BUILD │ │ ├── FollowRecommendationsServiceWarmupHandler.scala │ │ ├── ProductMixerRecommendationService.scala │ │ ├── ProductPipelineSelector.scala │ │ ├── ProductPipelineSelectorConfig.scala │ │ ├── ProductRecommenderService.scala │ │ ├── RecommendationsService.scala │ │ ├── UserScoringService.scala │ │ └── exceptions │ │ │ ├── BUILD │ │ │ └── UnknownExceptionMapper.scala │ │ └── utils │ │ ├── BUILD │ │ ├── CandidateSourceHoldbackUtil.scala │ │ └── RecommendationFlowBaseSideEffectsUtil.scala └── thrift │ └── src │ └── main │ └── thrift │ ├── BUILD │ ├── assembler.thrift │ ├── client_context.thrift │ ├── debug.thrift │ ├── display_context.thrift │ ├── display_location.thrift │ ├── engagementType.thrift │ ├── flows.thrift │ ├── follow-recommendations-service.thrift │ ├── follow_recommendations_serving_history.thrift │ ├── logging │ ├── BUILD │ ├── client_context.thrift │ ├── debug.thrift │ ├── display_context.thrift │ ├── display_location.thrift │ ├── engagementType.thrift │ ├── flows.thrift │ ├── logs.thrift │ ├── reasons.thrift │ ├── recently_engaged_user_id.thrift │ ├── recommendations.thrift │ ├── scoring.thrift │ └── tracking.thrift │ ├── reasons.thrift │ ├── recently_engaged_user_id.thrift │ ├── recommendations.thrift │ ├── scoring.thrift │ └── tracking.thrift ├── graph-feature-service ├── BUILD.bazel ├── README.md ├── doc │ ├── common.md │ └── getintersection.md └── src │ └── main │ ├── scala │ └── com │ │ └── twitter │ │ └── graph_feature_service │ │ ├── common │ │ ├── BUILD.bazel │ │ └── Configs.scala │ │ ├── server │ │ ├── BUILD.bazel │ │ ├── Main.scala │ │ ├── controllers │ │ │ └── ServerController.scala │ │ ├── handlers │ │ │ ├── ServerGetIntersectionHandler.scala │ │ │ └── ServerWarmupHandler.scala │ │ ├── modules │ │ │ ├── GetIntersectionStoreModule.scala │ │ │ ├── GraphFeatureServiceWorkerClientsModule.scala │ │ │ ├── LZ4Injection.scala │ │ │ └── ServerFlagModule.scala │ │ └── stores │ │ │ ├── FeatureTypesEncoder.scala │ │ │ └── GetIntersectionStore.scala │ │ ├── util │ │ ├── BUILD │ │ ├── FeatureTypesCalculator.scala │ │ └── IntersectionValueCalculator.scala │ │ └── worker │ │ ├── BUILD.bazel │ │ ├── Main.scala │ │ ├── controllers │ │ └── WorkerController.scala │ │ ├── handlers │ │ ├── WorkerGetIntersectionHandler.scala │ │ └── WorkerWarmupHandler.scala │ │ ├── modules │ │ ├── GraphContainerProviderModule.scala │ │ └── WorkerFlagModule.scala │ │ └── util │ │ ├── AutoUpdatingGraph.scala │ │ ├── GfsQuery.scala │ │ ├── GraphContainer.scala │ │ ├── GraphKey.scala │ │ └── GraphType.scala │ ├── scalding │ └── com │ │ └── twitter │ │ └── graph_feature_service │ │ └── scalding │ │ ├── BUILD.bazel │ │ ├── EdgeFeature.scala │ │ ├── GraphFeatureServiceAppBase.scala │ │ ├── GraphFeatureServiceApps.scala │ │ ├── GraphFeatureServiceMainJob.scala │ │ └── adhoc │ │ ├── BUILD.bazel │ │ └── RandomRequestGenerationApp.scala │ └── thrift │ └── com │ └── twitter │ └── graph_feature_service │ ├── BUILD │ └── graph_feature_service.thrift ├── home-mixer ├── BUILD.bazel ├── README.md └── server │ └── src │ └── main │ └── scala │ └── com │ └── twitter │ └── home_mixer │ ├── BUILD.bazel │ ├── HomeMixerHttpServerWarmupHandler.scala │ ├── HomeMixerServer.scala │ ├── HomeMixerThriftServerWarmupHandler.scala │ ├── candidate_pipeline │ ├── BUILD.bazel │ ├── ConversationServiceCandidatePipelineConfig.scala │ ├── ConversationServiceCandidatePipelineConfigBuilder.scala │ ├── ConversationServiceResponseFeatureTransformer.scala │ ├── EditedTweetsCandidatePipelineConfig.scala │ ├── NewTweetsPillCandidatePipelineConfig.scala │ └── TimelineServiceResponseFeatureTransformer.scala │ ├── controller │ ├── BUILD.bazel │ └── HomeThriftController.scala │ ├── federated │ ├── BUILD.bazel │ └── HomeMixerColumn.scala │ ├── functional_component │ ├── candidate_source │ │ ├── BUILD.bazel │ │ ├── EarlybirdCandidateSource.scala │ │ └── StaleTweetsCacheCandidateSource.scala │ ├── decorator │ │ ├── BUILD.bazel │ │ ├── HomeConversationServiceCandidateDecorator.scala │ │ ├── HomeQueryTypePredicates.scala │ │ ├── builder │ │ │ ├── BUILD.bazel │ │ │ ├── HomeAdsClientEventDetailsBuilder.scala │ │ │ ├── HomeClientEventDetailsBuilder.scala │ │ │ ├── HomeClientEventInfoBuilder.scala │ │ │ ├── HomeConversationModuleMetadataBuilder.scala │ │ │ ├── HomeTimelinesScoreInfoBuilder.scala │ │ │ ├── HomeTweetTypePredicates.scala │ │ │ └── ListClientEventDetailsBuilder.scala │ │ └── urt │ │ │ └── builder │ │ │ ├── AddEntriesWithReplaceAndShowAlertAndShowCoverInstructionBuilder.scala │ │ │ ├── AuthorChildFeedbackActionBuilder.scala │ │ │ ├── BUILD.bazel │ │ │ ├── BlockUserChildFeedbackActionBuilder.scala │ │ │ ├── DontLikeFeedbackActionBuilder.scala │ │ │ ├── EngagerSocialContextBuilder.scala │ │ │ ├── ExtendedReplySocialContextBuilder.scala │ │ │ ├── FeedbackStrings.scala │ │ │ ├── FeedbackUtil.scala │ │ │ ├── FollowedBySocialContextBuilder.scala │ │ │ ├── HomeFeedbackActionInfoBuilder.scala │ │ │ ├── HomeTweetSocialContextBuilder.scala │ │ │ ├── HomeWhoToFollowFeedbackActionInfoBuilder.scala │ │ │ ├── HomeWhoToSubscribeFeedbackActionInfoBuilder.scala │ │ │ ├── LikedBySocialContextBuilder.scala │ │ │ ├── ListsSocialContextBuilder.scala │ │ │ ├── MuteUserChildFeedbackActionBuilder.scala │ │ │ ├── NotInterestedTopicFeedbackActionBuilder.scala │ │ │ ├── NotRelevantChildFeedbackActionBuilder.scala │ │ │ ├── PopularInYourAreaSocialContextBuilder.scala │ │ │ ├── PopularVideoSocialContextBuilder.scala │ │ │ ├── ReceivedReplySocialContextBuilder.scala │ │ │ ├── ReportTweetChildFeedbackActionBuilder.scala │ │ │ ├── RetweeterChildFeedbackActionBuilder.scala │ │ │ ├── TopicSocialContextBuilder.scala │ │ │ └── UnfollowUserChildFeedbackActionBuilder.scala │ ├── feature_hydrator │ │ ├── BUILD.bazel │ │ ├── DismissInfoQueryFeatureHydrator.scala │ │ ├── FeedbackHistoryQueryFeatureHydrator.scala │ │ ├── GizmoduckUserQueryFeatureHydrator.scala │ │ ├── ImpressionBloomFilterQueryFeatureHydrator.scala │ │ ├── InNetworkFeatureHydrator.scala │ │ ├── LastNonPollingTimeQueryFeatureHydrator.scala │ │ ├── NamesFeatureHydrator.scala │ │ ├── PersistenceStoreQueryFeatureHydrator.scala │ │ ├── PerspectiveFilteredSocialContextFeatureHydrator.scala │ │ ├── RealGraphInNetworkScoresQueryFeatureHydrator.scala │ │ ├── RequestQueryFeatureHydrator.scala │ │ ├── SGSValidSocialContextFeatureHydrator.scala │ │ ├── TweetImpressionsQueryFeatureHydrator.scala │ │ └── TweetypieFeatureHydrator.scala │ ├── filter │ │ ├── BUILD.bazel │ │ ├── DropMaxCandidatesFilter.scala │ │ ├── FeedbackFatigueFilter.scala │ │ ├── InvalidConversationModuleFilter.scala │ │ ├── InvalidSubscriptionTweetFilter.scala │ │ ├── PredicateGatedFilter.scala │ │ ├── PreviouslySeenTweetsFilter.scala │ │ ├── PreviouslyServedAncestorsFilter.scala │ │ ├── PreviouslyServedTweetPreviewsFilter.scala │ │ ├── PreviouslyServedTweetsFilter.scala │ │ ├── RejectTweetFromViewerFilter.scala │ │ ├── ReplyFilter.scala │ │ ├── RetweetDeduplicationFilter.scala │ │ └── RetweetFilter.scala │ ├── gate │ │ ├── BUILD.bazel │ │ ├── DismissFatigueGate.scala │ │ ├── ExcludeSoftUserGate.scala │ │ ├── RequestContextGate.scala │ │ ├── RequestContextNotGate.scala │ │ ├── SupportedLanguagesGate.scala │ │ └── TimelinesPersistenceStoreLastInjectionGate.scala │ ├── query_transformer │ │ ├── BUILD.bazel │ │ └── EditedTweetsCandidatePipelineQueryTransformer.scala │ ├── scorer │ │ ├── BUILD.bazel │ │ ├── FeedbackFatigueScorer.scala │ │ └── OONTweetScalingScorer.scala │ ├── selector │ │ ├── BUILD.bazel │ │ ├── DebunchCandidates.scala │ │ ├── UpdateConversationModuleId.scala │ │ ├── UpdateHomeClientEventDetails.scala │ │ └── UpdateNewTweetsPillDecoration.scala │ └── side_effect │ │ ├── BUILD.bazel │ │ ├── ClientEventsBuilder.scala │ │ ├── HomeScribeClientEventSideEffect.scala │ │ ├── HomeScribeServedCandidatesSideEffect.scala │ │ ├── PublishClientSentImpressionsEventBusSideEffect.scala │ │ ├── PublishClientSentImpressionsManhattanSideEffect.scala │ │ ├── PublishImpressionBloomFilterSideEffect.scala │ │ ├── TruncateTimelinesPersistenceStoreSideEffect.scala │ │ ├── UpdateLastNonPollingTimeSideEffect.scala │ │ └── UpdateTimelinesPersistenceStoreSideEffect.scala │ ├── marshaller │ ├── request │ │ ├── BUILD.bazel │ │ ├── DeviceContextUnmarshaller.scala │ │ ├── HomeMixerDebugParamsUnmarshaller.scala │ │ ├── HomeMixerProductContextUnmarshaller.scala │ │ ├── HomeMixerProductUnmarshaller.scala │ │ └── HomeMixerRequestUnmarshaller.scala │ ├── timeline_logging │ │ ├── BUILD.bazel │ │ ├── PromotedTweetDetailsMarshaller.scala │ │ ├── TweetDetailsMarshaller.scala │ │ └── WhoToFollowDetailsMarshaller.scala │ └── timelines │ │ ├── BUILD.bazel │ │ ├── ChronologicalCursorMarshaller.scala │ │ ├── ChronologicalCursorUnmarshaller.scala │ │ ├── DeviceContextMarshaller.scala │ │ ├── RecommendedUsersCursorUnmarshaller.scala │ │ ├── TimelineServiceCursorMarshaller.scala │ │ └── TopicContextFunctionalityTypeUnmarshaller.scala │ ├── model │ ├── BUILD.bazel │ ├── ClearCacheIncludeInstruction.scala │ ├── ContentFeatures.scala │ ├── GapIncludeInstruction.scala │ ├── HomeAdsQuery.scala │ ├── HomeFeatures.scala │ └── request │ │ ├── BUILD.bazel │ │ ├── DeviceContext.scala │ │ ├── HasListId.scala │ │ ├── HasSeenTweetIds.scala │ │ ├── HomeMixerDebugOptions.scala │ │ ├── HomeMixerProduct.scala │ │ ├── HomeMixerProductContext.scala │ │ └── HomeMixerRequest.scala │ ├── module │ ├── AdvertiserBrandSafetySettingsStoreModule.scala │ ├── BUILD.bazel │ ├── BlenderClientModule.scala │ ├── ClientSentImpressionsPublisherModule.scala │ ├── ConversationServiceModule.scala │ ├── FeedbackHistoryClientModule.scala │ ├── HomeAdsCandidateSourceModule.scala │ ├── HomeMixerFlagsModule.scala │ ├── HomeMixerResourcesModule.scala │ ├── ImpressionBloomFilterModule.scala │ ├── InjectionHistoryClientModule.scala │ ├── ManhattanClientsModule.scala │ ├── ManhattanFeatureRepositoryModule.scala │ ├── ManhattanTweetImpressionStoreModule.scala │ ├── MemcachedFeatureRepositoryModule.scala │ ├── NaviModelClientModule.scala │ ├── OptimizedStratoClientModule.scala │ ├── PeopleDiscoveryServiceModule.scala │ ├── PipelineFailureExceptionMapper.scala │ ├── RealGraphInNetworkScoresModule.scala │ ├── RealtimeAggregateFeatureRepositoryModule.scala │ ├── ScoredTweetsMemcacheModule.scala │ ├── ScribeEventPublisherModule.scala │ ├── SimClustersRecentEngagementsClientModule.scala │ ├── StaleTweetsCacheModule.scala │ ├── ThriftFeatureRepositoryModule.scala │ ├── TimelinesPersistenceStoreClientModule.scala │ ├── TopicSocialProofClientModule.scala │ ├── TweetyPieClientModule.scala │ └── TweetypieStaticEntitiesCacheClientModule.scala │ ├── param │ ├── BUILD.bazel │ ├── GlobalParamConfigModule.scala │ ├── HomeGlobalParamConfig.scala │ ├── HomeGlobalParams.scala │ ├── HomeMixerFlagName.scala │ ├── HomeMixerInjectionNames.scala │ └── decider │ │ ├── BUILD.bazel │ │ └── DeciderKey.scala │ ├── product │ ├── BUILD.bazel │ ├── HomeMixerProductModule.scala │ ├── HomeProductPipelineRegistryConfig.scala │ ├── following │ │ ├── BUILD.bazel │ │ ├── FollowingAdsCandidatePipelineBuilder.scala │ │ ├── FollowingEarlybirdCandidatePipelineConfig.scala │ │ ├── FollowingEarlybirdQueryTransformer.scala │ │ ├── FollowingEarlybirdResponseFeatureTransformer.scala │ │ ├── FollowingMixerPipelineConfig.scala │ │ ├── FollowingProductPipelineConfig.scala │ │ ├── FollowingWhoToFollowCandidatePipelineConfigBuilder.scala │ │ ├── model │ │ │ ├── BUILD.bazel │ │ │ ├── FollowingQuery.scala │ │ │ └── HomeMixerExternalStrings.scala │ │ └── param │ │ │ ├── BUILD.bazel │ │ │ ├── FollowingParam.scala │ │ │ └── FollowingParamConfig.scala │ ├── for_you │ │ ├── BUILD.bazel │ │ ├── ForYouAdsCandidatePipelineBuilder.scala │ │ ├── ForYouAdsDependentCandidatePipelineBuilder.scala │ │ ├── ForYouConversationServiceCandidatePipelineConfig.scala │ │ ├── ForYouProductPipelineConfig.scala │ │ ├── ForYouPushToHomeMixerPipelineConfig.scala │ │ ├── ForYouPushToHomeTweetCandidatePipelineConfig.scala │ │ ├── ForYouScoredTweetsCandidatePipelineConfig.scala │ │ ├── ForYouScoredTweetsMixerPipelineConfig.scala │ │ ├── ForYouScoredTweetsResponseFeatureTransformer.scala │ │ ├── ForYouTimelineScorerCandidatePipelineConfig.scala │ │ ├── ForYouTimelineScorerMixerPipelineConfig.scala │ │ ├── ForYouTimelineScorerResponseFeatureTransformer.scala │ │ ├── ForYouTweetPreviewsCandidatePipelineConfig.scala │ │ ├── ForYouWhoToFollowCandidatePipelineConfigBuilder.scala │ │ ├── ForYouWhoToSubscribeCandidatePipelineConfigBuilder.scala │ │ ├── candidate_source │ │ │ ├── BUILD.bazel │ │ │ └── ScoredTweetsProductCandidateSource.scala │ │ ├── feature_hydrator │ │ │ ├── AuthorEnabledPreviewsFeatureHydrator.scala │ │ │ ├── BUILD.bazel │ │ │ ├── FocalTweetFeatureHydrator.scala │ │ │ ├── TimelineServiceTweetsQueryFeatureHydrator.scala │ │ │ └── TweetPreviewTweetypieCandidateFeatureHydrator.scala │ │ ├── filter │ │ │ ├── BUILD.bazel │ │ │ ├── SocialContextFilter.scala │ │ │ └── TweetPreviewTextFilter.scala │ │ ├── functional_component │ │ │ └── gate │ │ │ │ ├── BUILD.bazel │ │ │ │ └── PushToHomeRequestGate.scala │ │ ├── model │ │ │ ├── BUILD.bazel │ │ │ ├── ForYouQuery.scala │ │ │ └── ForYouTweetsResponse.scala │ │ ├── param │ │ │ ├── BUILD.bazel │ │ │ ├── ForYouParam.scala │ │ │ └── ForYouParamConfig.scala │ │ ├── query_transformer │ │ │ ├── BUILD.bazel │ │ │ └── TweetPreviewsQueryTransformer.scala │ │ ├── response_transformer │ │ │ ├── BUILD.bazel │ │ │ └── TweetPreviewResponseFeatureTransformer.scala │ │ ├── scorer │ │ │ └── BUILD.bazel │ │ └── side_effect │ │ │ ├── BUILD.bazel │ │ │ ├── ServedCandidateFeatureKeysKafkaSideEffect.scala │ │ │ ├── ServedCandidateFeatureKeysKafkaSideEffectBuilder.scala │ │ │ ├── ServedCandidateKafkaSideEffect.scala │ │ │ ├── ServedCandidateKeysKafkaSideEffect.scala │ │ │ ├── ServedCandidateKeysKafkaSideEffectBuilder.scala │ │ │ └── ServedStatsSideEffect.scala │ ├── list_recommended_users │ │ ├── BUILD.bazel │ │ ├── BlenderUsersCandidatePipelineConfig.scala │ │ ├── BlenderUsersCandidatePipelineQueryTransformer.scala │ │ ├── ListMemberBasedUsersCandidatePipelineConfig.scala │ │ ├── ListMemberBasedUsersResponseFeatureTransfromer.scala │ │ ├── ListRecommendedUsersMixerPipelineConfig.scala │ │ ├── ListRecommendedUsersProductPipelineConfig.scala │ │ ├── candidate_source │ │ │ ├── BUILD.bazel │ │ │ ├── BlenderUsersCandidateSource.scala │ │ │ └── SimilarityBasedUsersCandidateSource.scala │ │ ├── feature_hydrator │ │ │ ├── BUILD.bazel │ │ │ ├── IsGizmoduckValidUserFeatureHydrator.scala │ │ │ ├── IsListMemberFeatureHydrator.scala │ │ │ ├── IsSGSValidUserFeatureHydrator.scala │ │ │ └── RecentListMembersQueryFeatureHydrator.scala │ │ ├── filter │ │ │ ├── BUILD.bazel │ │ │ ├── DropMaxCandidatesByAggregatedScoreFilter.scala │ │ │ └── PreviouslyServedUsersFilter.scala │ │ ├── gate │ │ │ ├── BUILD.bazel │ │ │ └── ViewerIsListOwnerGate.scala │ │ ├── model │ │ │ ├── BUILD.bazel │ │ │ ├── ListRecommendedUsersFeatures.scala │ │ │ └── ListRecommendedUsersQuery.scala │ │ └── param │ │ │ ├── BUILD.bazel │ │ │ ├── ListRecommendedUsersParam.scala │ │ │ └── ListRecommendedUsersParamConfig.scala │ ├── list_tweets │ │ ├── BUILD.bazel │ │ ├── ListTweetsAdsCandidatePipelineBuilder.scala │ │ ├── ListTweetsMixerPipelineConfig.scala │ │ ├── ListTweetsProductPipelineConfig.scala │ │ ├── ListTweetsTimelineServiceCandidatePipelineConfig.scala │ │ ├── decorator │ │ │ ├── BUILD.bazel │ │ │ ├── ListConversationServiceCandidateDecorator.scala │ │ │ └── builder │ │ │ │ └── BUILD.bazel │ │ ├── model │ │ │ ├── BUILD.bazel │ │ │ └── ListTweetsQuery.scala │ │ └── param │ │ │ ├── BUILD.bazel │ │ │ ├── ListTweetsParam.scala │ │ │ └── ListTweetsParamConfig.scala │ ├── scored_tweets │ │ ├── BUILD.bazel │ │ ├── ScoredTweetsProductPipelineConfig.scala │ │ ├── ScoredTweetsRecommendationPipelineConfig.scala │ │ ├── candidate_pipeline │ │ │ ├── BUILD.bazel │ │ │ ├── CachedScoredTweetsCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsBackfillCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsFrsCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsInNetworkCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsListsCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsPopularVideosCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsTweetMixerCandidatePipelineConfig.scala │ │ │ ├── ScoredTweetsUtegCandidatePipelineConfig.scala │ │ │ └── earlybird │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── ScoredTweetsEarlybirdFrsCandidatePipelineConfig.scala │ │ │ │ └── ScoredTweetsEarlybirdInNetworkCandidatePipelineConfig.scala │ │ ├── candidate_source │ │ │ ├── BUILD.bazel │ │ │ ├── CachedScoredTweetsCandidateSource.scala │ │ │ └── ListsCandidateSource.scala │ │ ├── feature_hydrator │ │ │ ├── AncestorFeatureHydrator.scala │ │ │ ├── AuthorFeatureHydrator.scala │ │ │ ├── AuthorIsCreatorFeatureHydrator.scala │ │ │ ├── BUILD.bazel │ │ │ ├── CachedScoredTweetsQueryFeatureHydrator.scala │ │ │ ├── EarlybirdFeatureHydrator.scala │ │ │ ├── FrsSeedUsersQueryFeatureHydrator.scala │ │ │ ├── GizmoduckAuthorFeatureHydrator.scala │ │ │ ├── GraphTwoHopFeatureHydrator.scala │ │ │ ├── IsExtendedReplyFeatureHydrator.scala │ │ │ ├── ListIdsQueryFeatureHydrator.scala │ │ │ ├── MetricCenterUserCountingFeatureHydrator.scala │ │ │ ├── RealGraphQueryFeatureHydrator.scala │ │ │ ├── RealGraphViewerAuthorFeatureHydrator.scala │ │ │ ├── RealGraphViewerRelatedUsersFeatureHydrator.scala │ │ │ ├── RealTimeInteractionGraphEdgeFeatureHydrator.scala │ │ │ ├── RealTimeInteractionGraphUserVertexQueryFeatureHydrator.scala │ │ │ ├── ReplyFeatureHydrator.scala │ │ │ ├── RequestTimeQueryFeatureHydrator.scala │ │ │ ├── RetweetSourceTweetFeatureHydrator.scala │ │ │ ├── SimClustersEngagementSimilarityFeatureHydrator.scala │ │ │ ├── SimClustersUserTweetScoresHydrator.scala │ │ │ ├── TSPInferredTopicFeatureHydrator.scala │ │ │ ├── TweetMetaDataFeatureHydrator.scala │ │ │ ├── TweetTimeFeatureHydrator.scala │ │ │ ├── TweetypieContentFeatureHydrator.scala │ │ │ ├── TweetypieStaticEntitiesFeatureHydrator.scala │ │ │ ├── TwhinAuthorFollowFeatureHydrator.scala │ │ │ ├── TwhinUserEngagementQueryFeatureHydrator.scala │ │ │ ├── TwhinUserFollowQueryFeatureHydrator.scala │ │ │ ├── UserFollowedTopicIdsFeatureHydrator.scala │ │ │ ├── UserLanguagesFeatureHydrator.scala │ │ │ ├── UserStateQueryFeatureHydrator.scala │ │ │ ├── UtegFeatureHydrator.scala │ │ │ ├── adapters │ │ │ │ ├── author_features │ │ │ │ │ ├── AuthorFeaturesAdapter.scala │ │ │ │ │ └── BUILD.bazel │ │ │ │ ├── content │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── ContentFeatureAdapter.scala │ │ │ │ │ └── InReplyToContentFeatureAdapter.scala │ │ │ │ ├── earlybird │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── EarlybirdAdapter.scala │ │ │ │ │ └── InReplyToEarlybirdAdapter.scala │ │ │ │ ├── inferred_topic │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ └── InferredTopicAdapter.scala │ │ │ │ ├── non_ml_features │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── NonMLCandidateFeaturesAdapter.scala │ │ │ │ │ └── NonMLCommonFeaturesAdapter.scala │ │ │ │ ├── offline_aggregates │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── PassThroughAdapter.scala │ │ │ │ │ └── SparseAggregatesToDenseAdapter.scala │ │ │ │ └── twhin_embeddings │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ └── TwhinEmbeddingsAdapter.scala │ │ │ ├── offline_aggregates │ │ │ │ ├── AggregateFeatureInfo.scala │ │ │ │ ├── AggregateFeaturesToDecodeWithMetadata.scala │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── BaseAggregateQueryFeatureHydrator.scala │ │ │ │ ├── BaseEdgeAggregateFeatureHydrator.scala │ │ │ │ ├── EdgeAggregateFeatures.scala │ │ │ │ ├── PartAAggregateQueryFeatureHydrator.scala │ │ │ │ ├── PartBAggregateQueryFeatureHydrator.scala │ │ │ │ ├── Phase1EdgeAggregateFeatureHydrator.scala │ │ │ │ ├── Phase2EdgeAggregateFeatureHydrator.scala │ │ │ │ └── Utils.scala │ │ │ └── real_time_aggregates │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── BaseRealTimeAggregateBulkCandidateFeatureHydrator.scala │ │ │ │ ├── BaseRealTimeAggregateQueryFeatureHydrator.scala │ │ │ │ ├── BaseRealtimeAggregateHydrator.scala │ │ │ │ ├── EngagementsReceivedByAuthorRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── RealTimeAggregateTimeDecay.scala │ │ │ │ ├── TopicCountryEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── TopicEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── TweetCountryEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── TweetEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── TwitterListEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ ├── UserAuthorEngagementRealTimeAggregateFeatureHydrator.scala │ │ │ │ └── UserEngagementRealTimeAggregatesFeatureHydrator.scala │ │ ├── filter │ │ │ ├── BUILD.bazel │ │ │ ├── DuplicateConversationTweetsFilter.scala │ │ │ ├── OutOfNetworkCompetitorFilter.scala │ │ │ ├── OutOfNetworkCompetitorURLFilter.scala │ │ │ ├── RetweetSourceTweetRemovingFilter.scala │ │ │ └── ScoredTweetsSocialContextFilter.scala │ │ ├── gate │ │ │ ├── BUILD.bazel │ │ │ ├── MinCachedTweetsGate.scala │ │ │ └── MinTimeSinceLastRequestGate.scala │ │ ├── marshaller │ │ │ ├── BUILD.bazel │ │ │ ├── ScoredTweetsResponseDomainMarshaller.scala │ │ │ └── ScoredTweetsResponseTransportMarshaller.scala │ │ ├── model │ │ │ ├── BUILD.bazel │ │ │ ├── ScoredTweetsQuery.scala │ │ │ └── ScoredTweetsResponse.scala │ │ ├── param │ │ │ ├── BUILD.bazel │ │ │ ├── ScoredTweetsParam.scala │ │ │ └── ScoredTweetsParamConfig.scala │ │ ├── query_transformer │ │ │ ├── BUILD.bazel │ │ │ ├── TimelineRankerFrsQueryTransformer.scala │ │ │ ├── TimelineRankerInNetworkQueryTransformer.scala │ │ │ ├── TimelineRankerQueryTransformer.scala │ │ │ ├── TimelineRankerUtegQueryTransformer.scala │ │ │ └── earlybird │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── EarlybirdFrsQueryTransformer.scala │ │ │ │ ├── EarlybirdInNetworkQueryTransformer.scala │ │ │ │ └── EarlybirdQueryTransformer.scala │ │ ├── response_transformer │ │ │ ├── BUILD.bazel │ │ │ ├── CachedScoredTweetsResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsBackfillResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsFrsResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsInNetworkResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsListsResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsPopularVideosResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsTweetMixerResponseFeatureTransformer.scala │ │ │ ├── ScoredTweetsUtegResponseFeatureTransformer.scala │ │ │ ├── TimelineRankerResponseTransformer.scala │ │ │ └── earlybird │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── EarlybirdResponseTransformer.scala │ │ │ │ ├── ScoredTweetsEarlybirdFrsResponseFeatureTransformer.scala │ │ │ │ └── ScoredTweetsEarlybirdInNetworkResponseFeatureTransformer.scala │ │ ├── scorer │ │ │ ├── BUILD.bazel │ │ │ ├── DiversityDiscountProvider.scala │ │ │ ├── HeuristicScorer.scala │ │ │ ├── NaviModelScorer.scala │ │ │ ├── PredictedScoreFeature.scala │ │ │ └── RescoringFactorProvider.scala │ │ ├── scoring_pipeline │ │ │ ├── BUILD.bazel │ │ │ ├── ScoredTweetsHeuristicScoringPipelineConfig.scala │ │ │ └── ScoredTweetsModelScoringPipelineConfig.scala │ │ ├── selector │ │ │ ├── BUILD.bazel │ │ │ └── KeepBestOutOfNetworkCandidatePerAuthorPerSuggestType.scala │ │ └── side_effect │ │ │ ├── BUILD.bazel │ │ │ ├── CachedScoredTweetsSideEffect.scala │ │ │ ├── ScribeScoredCandidatesSideEffect.scala │ │ │ └── ScribeServedCommonFeaturesAndCandidateFeaturesSideEffect.scala │ └── subscribed │ │ ├── BUILD.bazel │ │ ├── SubscribedEarlybirdCandidatePipelineConfig.scala │ │ ├── SubscribedEarlybirdQueryTransformer.scala │ │ ├── SubscribedEarlybirdResponseFeatureTransformer.scala │ │ ├── SubscribedMixerPipelineConfig.scala │ │ ├── SubscribedProductPipelineConfig.scala │ │ ├── model │ │ ├── BUILD.bazel │ │ └── SubscribedQuery.scala │ │ └── param │ │ ├── BUILD.bazel │ │ ├── SubscribedParam.scala │ │ └── SubscribedParamConfig.scala │ ├── service │ ├── BUILD.bazel │ ├── HomeMixerAccessPolicy.scala │ ├── HomeMixerAlertConfig.scala │ └── ScoredTweetsService.scala │ ├── store │ ├── BUILD.bazel │ └── RealGraphInNetworkScoresStore.scala │ └── util │ ├── BUILD.bazel │ ├── CachedScoredTweetsHelper.scala │ ├── CandidatesUtil.scala │ ├── DataRecordUtil.scala │ ├── InjectionTransformer.scala │ ├── LanguageUtil.scala │ ├── MissingKeyException.scala │ ├── ObservedKeyValueResultHandler.scala │ ├── ReplyRetweetUtil.scala │ ├── TensorFlowUtil.scala │ ├── TweetImpressionsHelper.scala │ ├── earlybird │ ├── BUILD.bazel │ ├── EarlybirdRequestUtil.scala │ ├── EarlybirdResponseUtil.scala │ └── RelevanceSearchUtil.scala │ └── tweetypie │ ├── BUILD.bazel │ ├── RequestFields.scala │ └── content │ ├── BUILD.bazel │ ├── FeatureExtractionHelper.scala │ ├── TweetMediaFeaturesExtractor.scala │ └── TweetTextFeaturesExtractor.scala ├── navi ├── README.md ├── dr_transform │ ├── Cargo.toml │ └── src │ │ ├── all_config.rs │ │ ├── converter.rs │ │ ├── lib.rs │ │ └── util.rs ├── navi │ ├── Cargo.toml │ ├── build.rs │ ├── proto │ │ ├── kfserving │ │ │ └── grpc_predict_v2.proto │ │ ├── tensorflow │ │ │ └── core │ │ │ │ ├── example │ │ │ │ ├── example.proto │ │ │ │ └── feature.proto │ │ │ │ ├── framework │ │ │ │ ├── allocation_description.proto │ │ │ │ ├── api_def.proto │ │ │ │ ├── attr_value.proto │ │ │ │ ├── cost_graph.proto │ │ │ │ ├── dataset_metadata.proto │ │ │ │ ├── dataset_options.proto │ │ │ │ ├── device_attributes.proto │ │ │ │ ├── full_type.proto │ │ │ │ ├── function.proto │ │ │ │ ├── graph.proto │ │ │ │ ├── graph_transfer_info.proto │ │ │ │ ├── kernel_def.proto │ │ │ │ ├── log_memory.proto │ │ │ │ ├── model.proto │ │ │ │ ├── node_def.proto │ │ │ │ ├── op_def.proto │ │ │ │ ├── reader_base.proto │ │ │ │ ├── resource_handle.proto │ │ │ │ ├── step_stats.proto │ │ │ │ ├── summary.proto │ │ │ │ ├── tensor.proto │ │ │ │ ├── tensor_description.proto │ │ │ │ ├── tensor_shape.proto │ │ │ │ ├── tensor_slice.proto │ │ │ │ ├── types.proto │ │ │ │ ├── variable.proto │ │ │ │ └── versions.proto │ │ │ │ └── protobuf │ │ │ │ ├── autotuning.proto │ │ │ │ ├── bfc_memory_map.proto │ │ │ │ ├── cluster.proto │ │ │ │ ├── composite_tensor_variant.proto │ │ │ │ ├── config.proto │ │ │ │ ├── control_flow.proto │ │ │ │ ├── conv_autotuning.proto │ │ │ │ ├── coordination_config.proto │ │ │ │ ├── coordination_service.proto │ │ │ │ ├── critical_section.proto │ │ │ │ ├── data_service.proto │ │ │ │ ├── debug.proto │ │ │ │ ├── debug_event.proto │ │ │ │ ├── device_filters.proto │ │ │ │ ├── device_properties.proto │ │ │ │ ├── distributed_runtime_payloads.proto │ │ │ │ ├── eager_service.proto │ │ │ │ ├── error_codes.proto │ │ │ │ ├── graph_debug_info.proto │ │ │ │ ├── master.proto │ │ │ │ ├── master_service.proto │ │ │ │ ├── meta_graph.proto │ │ │ │ ├── named_tensor.proto │ │ │ │ ├── queue_runner.proto │ │ │ │ ├── remote_tensor_handle.proto │ │ │ │ ├── replay_log.proto │ │ │ │ ├── rewriter_config.proto │ │ │ │ ├── saved_model.proto │ │ │ │ ├── saved_object_graph.proto │ │ │ │ ├── saver.proto │ │ │ │ ├── service_config.proto │ │ │ │ ├── snapshot.proto │ │ │ │ ├── status.proto │ │ │ │ ├── struct.proto │ │ │ │ ├── tensor_bundle.proto │ │ │ │ ├── tensorflow_server.proto │ │ │ │ ├── trackable_object_graph.proto │ │ │ │ ├── transport_options.proto │ │ │ │ ├── verifier_config.proto │ │ │ │ ├── worker.proto │ │ │ │ └── worker_service.proto │ │ └── tensorflow_serving │ │ │ ├── apis │ │ │ ├── classification.proto │ │ │ ├── get_model_metadata.proto │ │ │ ├── get_model_status.proto │ │ │ ├── inference.proto │ │ │ ├── input.proto │ │ │ ├── logging.proto │ │ │ ├── model.proto │ │ │ ├── model_management.proto │ │ │ ├── model_service.proto │ │ │ ├── predict.proto │ │ │ ├── prediction_log.proto │ │ │ ├── prediction_service.proto │ │ │ ├── regression.proto │ │ │ ├── session_service.proto │ │ │ └── status.proto │ │ │ └── config │ │ │ ├── file_system_storage_path_source.proto │ │ │ ├── log_collector_config.proto │ │ │ ├── logging_config.proto │ │ │ └── model_server_config.proto │ ├── scripts │ │ ├── run_onnx.sh │ │ └── run_tf2.sh │ └── src │ │ ├── batch.rs │ │ ├── bin │ │ ├── navi.rs │ │ ├── navi_onnx.rs │ │ └── navi_torch.rs │ │ ├── bootstrap.rs │ │ ├── cli_args.rs │ │ ├── cores │ │ └── validator.rs │ │ ├── lib.rs │ │ ├── metrics.rs │ │ ├── onnx_model.rs │ │ ├── predict_service.rs │ │ ├── tf_model.rs │ │ └── torch_model.rs ├── segdense │ ├── Cargo.toml │ └── src │ │ ├── error.rs │ │ ├── lib.rs │ │ ├── main.rs │ │ ├── mapper.rs │ │ ├── segdense_transform_spec_home_recap_2022.rs │ │ └── util.rs └── thrift_bpr_adapter │ └── thrift │ ├── Cargo.toml │ └── src │ ├── data.rs │ ├── decoder.rs │ ├── lib.rs │ ├── main.rs │ ├── prediction_service.rs │ └── tensor.rs ├── product-mixer ├── README.md ├── component-library │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── product_mixer │ │ └── component_library │ │ ├── candidate_source │ │ ├── account_recommendations_mixer │ │ │ ├── AccountRecommendationsMixerCandidateSource.scala │ │ │ └── BUILD │ │ ├── ads │ │ │ ├── AdsProdStratoCandidateSource.scala │ │ │ ├── AdsProdThriftCandidateSource.scala │ │ │ ├── AdsStagingCandidateSource.scala │ │ │ └── BUILD │ │ ├── ann │ │ │ ├── AnnCandidateSource.scala │ │ │ ├── AnnIdQuery.scala │ │ │ └── BUILD.bazel │ │ ├── audiospace │ │ │ ├── BUILD.bazel │ │ │ └── CreatedSpacesCandidateSource.scala │ │ ├── business_profiles │ │ │ ├── BUILD │ │ │ └── TeamMembersCandidateSource.scala │ │ ├── cr_mixer │ │ │ ├── BUILD.bazel │ │ │ ├── CrMixerFrsBasedTweetRecommendationsCandidateSource.scala │ │ │ └── CrMixerTweetRecommendationsCandidateSource.scala │ │ ├── earlybird │ │ │ ├── BUILD.bazel │ │ │ └── EarlybirdTweetCandidateSource.scala │ │ ├── explore_ranker │ │ │ ├── BUILD.bazel │ │ │ └── ExploreRankerCandidateSource.scala │ │ ├── flexible_injection_pipeline │ │ │ ├── BUILD │ │ │ └── PromptCandidateSource.scala │ │ ├── hermit │ │ │ ├── BUILD.bazel │ │ │ └── UsersSimilarToMeCandidateSource.scala │ │ ├── interest_discovery │ │ │ ├── BUILD │ │ │ └── RelatedTopicsCandidateSource.scala │ │ ├── lists │ │ │ ├── BUILD.bazel │ │ │ └── OrganicPopGeoListsCandidateSource.scala │ │ ├── people_discovery │ │ │ ├── BUILD │ │ │ └── PeopleDiscoveryCandidateSource.scala │ │ ├── recommendations │ │ │ ├── BUILD.bazel │ │ │ └── UserFollowRecommendationsCandidateSource.scala │ │ ├── social_graph │ │ │ ├── BUILD.bazel │ │ │ ├── SocialgraphCandidateSource.scala │ │ │ └── SocialgraphCursorConstants.scala │ │ ├── timeline_ranker │ │ │ ├── BUILD.bazel │ │ │ ├── TimelineRankerInNetworkCandidateSource.scala │ │ │ ├── TimelineRankerRecapCandidateSource.scala │ │ │ └── TimelineRankerUtegCandidateSource.scala │ │ ├── timeline_scorer │ │ │ ├── BUILD.bazel │ │ │ └── TimelineScorerCandidateSource.scala │ │ ├── timeline_service │ │ │ ├── BUILD │ │ │ └── TimelineServiceTweetCandidateSource.scala │ │ ├── timelines_impression_store │ │ │ ├── BUILD │ │ │ └── TimelinesImpressionStoreCandidateSourceV2.scala │ │ ├── topics │ │ │ ├── BUILD │ │ │ └── FollowedTopicsCandidateSource.scala │ │ └── tweetconvosvc │ │ │ ├── BUILD.bazel │ │ │ ├── ConversationServiceCandidateSource.scala │ │ │ ├── ConversationServiceResponseFeatureTransformer.scala │ │ │ └── DropMaxConversationModuleItemCandidates.scala │ │ ├── decorator │ │ ├── slice │ │ │ ├── BUILD │ │ │ ├── SliceItemCandidateDecorator.scala │ │ │ └── builder │ │ │ │ ├── BUILD │ │ │ │ └── CursorCandidateSliceItemBuilder.scala │ │ └── urt │ │ │ ├── BUILD │ │ │ ├── UrtConversationItemCandidateDecorator.scala │ │ │ ├── UrtItemCandidateDecorator.scala │ │ │ ├── UrtItemInModuleDecorator.scala │ │ │ ├── UrtMultipleModulesDecorator.scala │ │ │ └── builder │ │ │ ├── contextual_ref │ │ │ └── ContextualTweetRefBuilder.scala │ │ │ ├── conversations │ │ │ └── ConversationModuleMetadataBuilder.scala │ │ │ ├── flexible_injection_pipeline │ │ │ ├── FlipPromptCandidateUrtItemBuilder.scala │ │ │ ├── FlipPromptModuleGrouping.scala │ │ │ ├── FlipPromptUrtModuleBuilder.scala │ │ │ ├── OnboardingInjectionConversions.scala │ │ │ ├── RelevancePromptConversions.scala │ │ │ └── TilesCarouselConversions.scala │ │ │ ├── icon │ │ │ └── HorizonIconBuilder.scala │ │ │ ├── item │ │ │ ├── ad │ │ │ │ └── AdsCandidateUrtItemBuilder.scala │ │ │ ├── alert │ │ │ │ ├── DurationParamBuilder.scala │ │ │ │ ├── ShowAlertCandidateUrtItemBuilder.scala │ │ │ │ ├── StaticShowAlertColorConfigurationBuilder.scala │ │ │ │ ├── StaticShowAlertDisplayLocationBuilder.scala │ │ │ │ └── StaticShowAlertIconDisplayInfoBuilder.scala │ │ │ ├── article │ │ │ │ └── ArticleCandidateUrtItemBuilder.scala │ │ │ ├── audio_space │ │ │ │ └── AudioSpaceCandidateUrtItemBuilder.scala │ │ │ ├── card │ │ │ │ └── CardCandidateUtrItemBuilder.scala │ │ │ ├── commerce │ │ │ │ ├── CommerceProductCandidateUrtItemBuilder.scala │ │ │ │ └── CommerceProductGroupCandidateUrtItemBuilder.scala │ │ │ ├── event_summary │ │ │ │ └── EventCandidateUrtItemBuilder.scala │ │ │ ├── generic_summary │ │ │ │ ├── GenericSummaryActionBuilder.scala │ │ │ │ ├── GenericSummaryCandidateUrtItemBuilder.scala │ │ │ │ └── GenericSummaryContextBuilder.scala │ │ │ ├── icon_label │ │ │ │ └── IconLabelCandidateUrtItemBuilder.scala │ │ │ ├── message │ │ │ │ ├── CompactPromptCandidateUrtItemStringCenterBuilder.scala │ │ │ │ ├── InlinePromptCandidateUrtItemStringCenterBuilder.scala │ │ │ │ ├── MessageTextActionBuilder.scala │ │ │ │ └── UserFacePileBuilder.scala │ │ │ ├── moment │ │ │ │ └── MomentAnnotationCandidateUrtItemBuilder.scala │ │ │ ├── relevance_prompt │ │ │ │ └── RelevancePromptCandidateUrtItemStringCenterBuilder.scala │ │ │ ├── suggestion │ │ │ │ └── SpellingSuggestionCandidateUrtItemBuilder.scala │ │ │ ├── tile │ │ │ │ └── TileCandidateUrtItemBuilder.scala │ │ │ ├── topic │ │ │ │ ├── ParamTopicDisplayTypeBuilder.scala │ │ │ │ ├── ParamTopicFunctionalityTypeBuilder.scala │ │ │ │ ├── StaticTopicDisplayTypeBuilder.scala │ │ │ │ ├── StaticTopicFunctionalityTypeBuilder.scala │ │ │ │ ├── TopicCandidateUrtItemBuilder.scala │ │ │ │ └── VerticalGridTopicCandidateUrtItemBuilder.scala │ │ │ ├── trend │ │ │ │ ├── TrendCandidateUrtItemBuilder.scala │ │ │ │ ├── TrendMetaDescriptionBuilder.scala │ │ │ │ └── TrendPromotedMetadataBuilder.scala │ │ │ ├── tweet │ │ │ │ └── TweetCandidateUrtItemBuilder.scala │ │ │ ├── twitter_list │ │ │ │ └── TwitterListCandidateUrtItemBuilder.scala │ │ │ ├── unified_trend_event │ │ │ │ └── UnifiedTrendEventCandidateUrtItemBuilder.scala │ │ │ └── user │ │ │ │ └── UserCandidateUrtItemBuilder.scala │ │ │ ├── metadata │ │ │ ├── ClientEventInfoBuilder.scala │ │ │ ├── ConversationTweetClientEventDetailsBuilder.scala │ │ │ ├── StaticUrlBuilder.scala │ │ │ ├── TopicClientEventDetailsBuilder.scala │ │ │ ├── TopicNotInterestedFeedbackActionInfoBuilder.scala │ │ │ ├── TopicTweetClientEventDetailsBuilder.scala │ │ │ ├── TopicsToFollowModuleMetadataBuilder.scala │ │ │ └── WhoToFollowFeedbackActionInfoBuilder.scala │ │ │ ├── operation │ │ │ └── CursorCandidateUrtOperationBuilder.scala │ │ │ ├── promoted │ │ │ └── FeaturePromotedMetadataBuilder.scala │ │ │ ├── richtext │ │ │ ├── RichTextBuilder.scala │ │ │ ├── RichTextMarkupUtil.scala │ │ │ ├── RichTextReferenceObjectBuilder.scala │ │ │ ├── RichTextRtlOptionBuilder.scala │ │ │ ├── StaticRichTextBuilder.scala │ │ │ └── twitter_text │ │ │ │ ├── TwitterTextEntityProcessor.scala │ │ │ │ ├── TwitterTextFormatProcessor.scala │ │ │ │ ├── TwitterTextRenderer.scala │ │ │ │ ├── TwitterTextRendererProcessor.scala │ │ │ │ └── TwitterTextRichTextBuilder.scala │ │ │ ├── social_context │ │ │ ├── FeatureSocialContextBuilder.scala │ │ │ ├── GeneralModuleSocialContextBuilder.scala │ │ │ ├── GeneralSocialContextBuilder.scala │ │ │ └── WhoToFollowSocialContextBuilder.scala │ │ │ ├── stringcenter │ │ │ ├── ModuleStr.scala │ │ │ └── Str.scala │ │ │ └── timeline_module │ │ │ ├── FeatureModuleDisplayTypeBuilder.scala │ │ │ ├── ModuleDynamicShowMoreBehaviorRevealByCountBuilder.scala │ │ │ ├── ModuleFooterBuilder.scala │ │ │ ├── ModuleHeaderBuilder.scala │ │ │ ├── ModuleHeaderDisplayTypeBuilder.scala │ │ │ ├── ModuleIdGeneration.scala │ │ │ ├── ModuleShowMoreBehaviorRevealByCountBuilder.scala │ │ │ ├── ParamGatedModuleFooterBuilder.scala │ │ │ ├── ParamGatedModuleHeaderBuilder.scala │ │ │ ├── ParamWhoToFollowModuleDisplayTypeBuilder.scala │ │ │ ├── StaticModuleDisplayTypeBuilder.scala │ │ │ └── TimelineModuleBuilder.scala │ │ ├── experiments │ │ └── metrics │ │ │ ├── BUILD │ │ │ ├── MetricDefinitions.scala │ │ │ ├── MetricGroup.scala │ │ │ ├── MetricTemplateCLIRunner.scala │ │ │ ├── MetricTemplates.scala │ │ │ └── PlaceholderConfig.scala │ │ ├── feature │ │ └── featurestorev1 │ │ │ ├── BUILD │ │ │ ├── FeatureStoreV1QueryUserIdFeature.scala │ │ │ ├── FeatureStoreV1QueryUserIdTweetCandidateAuthorIdFeature.scala │ │ │ ├── FeatureStoreV1QueryUserIdTweetCandidateTweetIdFeature.scala │ │ │ ├── FeatureStoreV1TweetCandidateAuthorIdFeature.scala │ │ │ ├── FeatureStoreV1TweetCandidateTweetIdFeature.scala │ │ │ └── FeatureStoreV1UserCandidateUserIdFeature.scala │ │ ├── feature_hydrator │ │ ├── BUILD │ │ ├── candidate │ │ │ ├── ads │ │ │ │ ├── AdvertiserBrandSafetySettingsFeatureHydrator.scala │ │ │ │ └── BUILD │ │ │ ├── decay │ │ │ │ ├── BUILD.bazel │ │ │ │ └── DecayCandidateFeatureHydrator.scala │ │ │ ├── param_gated │ │ │ │ ├── BUILD │ │ │ │ ├── ParamGatedBulkCandidateFeatureHydrator.scala │ │ │ │ ├── ParamGatedCandidateFeatureHydrator.scala │ │ │ │ └── featurestorev1 │ │ │ │ │ ├── BUILD │ │ │ │ │ └── ParamGatedFeatureStoreV1CandidateFeatureHydrator.scala │ │ │ ├── qualityfactor_gated │ │ │ │ ├── BUILD.bazel │ │ │ │ └── QualityFactorGatedCandidateFeatureHydrator.scala │ │ │ ├── tweet_is_nsfw │ │ │ │ ├── BUILD │ │ │ │ └── TweetIsNsfwCandidateFeatureHydrator.scala │ │ │ ├── tweet_tlx │ │ │ │ ├── BUILD.bazel │ │ │ │ └── TweetTLXScoreCandidateFeatureHydrator.scala │ │ │ ├── tweet_tweetypie │ │ │ │ ├── BUILD │ │ │ │ └── TweetTweetypieCandidateFeatureHydrator.scala │ │ │ └── tweet_visibility_reason │ │ │ │ ├── BUILD │ │ │ │ └── TweetVisibilityReasonBulkCandidateFeatureHydrator.scala │ │ └── query │ │ │ ├── async │ │ │ ├── AsyncQueryFeatureHydrator.scala │ │ │ └── BUILD │ │ │ ├── cr_ml_ranker │ │ │ ├── BUILD.bazel │ │ │ ├── CrMlRankerCommonQueryFeatureHydrator.scala │ │ │ ├── CrMlRankerCommonQueryFeatureHydratorBuilder.scala │ │ │ └── RankingConfigBuilder.scala │ │ │ ├── impressed_tweets │ │ │ ├── BUILD │ │ │ └── ImpressedTweetsQueryFeatureHydrator.scala │ │ │ ├── logged_in_only │ │ │ ├── BUILD │ │ │ └── LoggedInOnlyQueryFeatureHydrator.scala │ │ │ ├── param_gated │ │ │ ├── AsyncParamGatedQueryFeatureHydrator.scala │ │ │ ├── BUILD │ │ │ ├── ParamGatedQueryFeatureHydrator.scala │ │ │ └── featurestorev1 │ │ │ │ ├── AsyncParamGatedFeatureStoreV1QueryFeatureHydrator.scala │ │ │ │ ├── BUILD │ │ │ │ └── ParamGatedFeatureStoreV1QueryFeatureHydrator.scala │ │ │ └── qualityfactor_gated │ │ │ ├── BUILD.bazel │ │ │ └── QualityFactorGatedQueryFeatureHydrator.scala │ │ ├── filter │ │ ├── AdaptiveLongIntBloomFilterDedupFilter.scala │ │ ├── BUILD │ │ ├── ExcludedIdsFilter.scala │ │ ├── FeatureFilter.scala │ │ ├── FeatureValueConditionalFilter.scala │ │ ├── HasAuthorIdFeatureFilter.scala │ │ ├── ParamGatedFilter.scala │ │ ├── PredicateFilter.scala │ │ ├── SnowflakeIdAgeFilter.scala │ │ ├── TweetAuthorCountryFilter.scala │ │ ├── TweetAuthorIsSelfFilter.scala │ │ ├── TweetIsNotReplyFilter.scala │ │ ├── TweetLanguageFilter.scala │ │ ├── TweetVisibilityFilter.scala │ │ ├── UrtUnorderedExcludeIdsCursorFilter.scala │ │ ├── list_visibility │ │ │ ├── BUILD.bazel │ │ │ └── ListVisibilityFilter.scala │ │ └── tweet_impression │ │ │ ├── BUILD.bazel │ │ │ └── TweetImpressionFilter.scala │ │ ├── gate │ │ ├── BUILD │ │ ├── DefinedCountryCodeGate.scala │ │ ├── FeatureGate.scala │ │ ├── FirstPageGate.scala │ │ ├── NoCandidatesGate.scala │ │ ├── NonEmptyAdsQueryStringGate.scala │ │ ├── NonEmptyCandidatesGate.scala │ │ ├── QualityFactorGate.scala │ │ └── any_candidates_without_feature │ │ │ ├── AnyCandidatesWithoutFeatureGate.scala │ │ │ └── BUILD.bazel │ │ ├── model │ │ ├── candidate │ │ │ ├── ArticleCandidate.scala │ │ │ ├── AudioSpaceCandidate.scala │ │ │ ├── BUILD │ │ │ ├── CardCandidate.scala │ │ │ ├── CommerceItemCandidate.scala │ │ │ ├── CursorCandidate.scala │ │ │ ├── DMConvoCandidate.scala │ │ │ ├── DMEventCandidate.scala │ │ │ ├── GenericSummaryCandidate.scala │ │ │ ├── LabelCandidate.scala │ │ │ ├── MomentAnnotationCandidate.scala │ │ │ ├── PromptCandidate.scala │ │ │ ├── ShowAlertCandidate.scala │ │ │ ├── TopicCandidate.scala │ │ │ ├── TweetCandidate.scala │ │ │ ├── TwitterListCandidate.scala │ │ │ ├── UserCandidate.scala │ │ │ ├── ads │ │ │ │ ├── AdsCandidate.scala │ │ │ │ └── BUILD │ │ │ ├── hubble │ │ │ │ ├── AdCreativeCandidate.scala │ │ │ │ ├── AdGroupCandidate.scala │ │ │ │ ├── AdUnitCandidate.scala │ │ │ │ ├── BUILD │ │ │ │ ├── CampaignCandidate.scala │ │ │ │ └── FundingSourceCandidate.scala │ │ │ ├── suggestion │ │ │ │ ├── BUILD │ │ │ │ ├── QuerySuggestionCandidate.scala │ │ │ │ └── SpellingSuggestionCandidate.scala │ │ │ └── trends_events │ │ │ │ ├── BUILD │ │ │ │ └── UnifiedTrendEventCandidate.scala │ │ ├── cursor │ │ │ ├── BUILD │ │ │ ├── OrderedCursor.scala │ │ │ ├── PassThroughCursor.scala │ │ │ ├── UnorderedBloomFilterCursor.scala │ │ │ ├── UnorderedExcludeIdsCursor.scala │ │ │ └── UrtPlaceholderCursor.scala │ │ ├── feature │ │ │ └── flexible_injection_pipeline │ │ │ │ └── BUILD.bazel │ │ ├── presentation │ │ │ ├── slice │ │ │ │ ├── BUILD │ │ │ │ └── SliceItemPresentation.scala │ │ │ └── urt │ │ │ │ ├── BUILD │ │ │ │ ├── ConversationModuleItem.scala │ │ │ │ ├── UrtItemPresentation.scala │ │ │ │ ├── UrtModulePresentation.scala │ │ │ │ └── UrtOperationPresentation.scala │ │ └── query │ │ │ └── ads │ │ │ ├── AdsQuery.scala │ │ │ └── BUILD │ │ ├── module │ │ ├── AccountRecommendationsMixerModule.scala │ │ ├── BUILD │ │ ├── ConversationServiceModule.scala │ │ ├── CrMixerClientModule.scala │ │ ├── DarkTrafficFilterModule.scala │ │ ├── EarlybirdModule.scala │ │ ├── ExploreRankerClientModule.scala │ │ ├── FollowRecommenderServiceModule.scala │ │ ├── GizmoduckClientModule.scala │ │ ├── HomeScorerClientModule.scala │ │ ├── InterestsDiscoveryServiceModule.scala │ │ ├── OnboardingTaskServiceModule.scala │ │ ├── PeopleDiscoveryServiceModule.scala │ │ ├── SocialGraphServiceModule.scala │ │ ├── TimelineMixerClientModule.scala │ │ ├── TimelineRankerClientModule.scala │ │ ├── TimelineScorerClientModule.scala │ │ ├── TimelineServiceClientModule.scala │ │ ├── TweetImpressionStoreModule.scala │ │ ├── TweetyPieClientModule.scala │ │ ├── UserSessionStoreModule.scala │ │ ├── cr_ml_ranker │ │ │ ├── BUILD.bazel │ │ │ └── CrMlRankerModule.scala │ │ └── http │ │ │ ├── BUILD │ │ │ ├── FinagleHttpClientModule.scala │ │ │ ├── FinagleHttpClientWithCredentialProxyModule.scala │ │ │ ├── FinagleHttpClientWithProxyModule.scala │ │ │ ├── FinatraHttpClientModule.scala │ │ │ ├── FinatraHttpClientWithCredentialProxyModule.scala │ │ │ ├── FinatraHttpClientWithProxyModule.scala │ │ │ └── ProxyCredentialsModule.scala │ │ ├── pipeline │ │ └── candidate │ │ │ ├── ads │ │ │ ├── AdsCandidatePipelineConfig.scala │ │ │ ├── AdsCandidatePipelineConfigBuilder.scala │ │ │ ├── AdsCandidatePipelineQueryTransformer.scala │ │ │ ├── AdsCandidatePipelineResultsTransformer.scala │ │ │ ├── AdsDependentCandidatePipelineConfig.scala │ │ │ ├── AdsDependentCandidatePipelineConfigBuilder.scala │ │ │ ├── AdsDependentCandidatePipelineQueryTransformer.scala │ │ │ ├── AdsDisplayLocationBuilder.scala │ │ │ ├── BUILD │ │ │ ├── CountNumOrganicItems.scala │ │ │ ├── GetOrganicItemIds.scala │ │ │ ├── PromotedTweetsOnlyFilter.scala │ │ │ └── ValidAdImpressionIdFilter.scala │ │ │ ├── flexible_injection_pipeline │ │ │ ├── BUILD.bazel │ │ │ ├── FlipPromptCandidatePipelineConfig.scala │ │ │ ├── FlipPromptCandidatePipelineConfigBuilder.scala │ │ │ ├── FlipPromptDependentCandidatePipelineConfig.scala │ │ │ ├── FlipPromptDependentCandidatePipelineConfigBuilder.scala │ │ │ └── transformer │ │ │ │ ├── BUILD │ │ │ │ ├── FlipCandidateFeatureTransformer.scala │ │ │ │ ├── FlipInjectionParams.scala │ │ │ │ ├── FlipQueryTransformer.scala │ │ │ │ └── PromptResultsTransformer.scala │ │ │ └── who_to_follow_module │ │ │ ├── BUILD.bazel │ │ │ ├── WhoToFollowArmCandidateDecorator.scala │ │ │ ├── WhoToFollowArmCandidatePipelineConfig.scala │ │ │ ├── WhoToFollowArmCandidatePipelineQueryTransformer.scala │ │ │ ├── WhoToFollowArmDependentCandidatePipelineConfig.scala │ │ │ ├── WhoToFollowArmDependentCandidatePipelineConfigBuilder.scala │ │ │ ├── WhoToFollowArmResponseFeatureTransformer.scala │ │ │ ├── WhoToFollowCandidateDecorator.scala │ │ │ ├── WhoToFollowCandidatePipelineConfig.scala │ │ │ ├── WhoToFollowCandidatePipelineConfigBuilder.scala │ │ │ ├── WhoToFollowCandidatePipelineQueryTransformer.scala │ │ │ ├── WhoToFollowClientEventDetailsBuilder.scala │ │ │ ├── WhoToFollowDependentCandidatePipelineConfig.scala │ │ │ ├── WhoToFollowDependentCandidatePipelineConfigBuilder.scala │ │ │ └── WhoToFollowResponseFeatureTransformer.scala │ │ ├── premarshaller │ │ ├── cursor │ │ │ ├── BUILD │ │ │ ├── CursorSerializer.scala │ │ │ └── UrtCursorSerializer.scala │ │ ├── slice │ │ │ ├── BUILD │ │ │ ├── SliceDomainMarshaller.scala │ │ │ └── builder │ │ │ │ ├── BUILD │ │ │ │ ├── OrderedNextCursorBuilder.scala │ │ │ │ ├── OrderedNextCursorUpdater.scala │ │ │ │ ├── OrderedPreviousCursorBuilder.scala │ │ │ │ ├── OrderedPreviousCursorUpdater.scala │ │ │ │ ├── ShouldInclude.scala │ │ │ │ ├── SliceBuilder.scala │ │ │ │ ├── SliceCursorBuilder.scala │ │ │ │ └── SliceCursorUpdater.scala │ │ ├── urp │ │ │ ├── BUILD │ │ │ ├── UrpDomainMarshaller.scala │ │ │ └── builder │ │ │ │ ├── BUILD │ │ │ │ ├── PageBodyBuilder.scala │ │ │ │ ├── PageHeaderBuilder.scala │ │ │ │ ├── PageNavBarBuilder.scala │ │ │ │ ├── StaticTimelineScribeConfigBuilder.scala │ │ │ │ └── TimelineScribeConfigBuilder.scala │ │ └── urt │ │ │ ├── BUILD │ │ │ ├── UndecoratedUrtDomainMarshaller.scala │ │ │ ├── UrtDomainMarshaller.scala │ │ │ └── builder │ │ │ ├── AddEntriesInstructionBuilder.scala │ │ │ ├── AddEntriesWithAddToModuleInstructionBuilder.scala │ │ │ ├── AddEntriesWithPinnedAndReplaceInstructionBuilder.scala │ │ │ ├── AddEntriesWithReplaceAndShowAlertInstructionBuilder.scala │ │ │ ├── AddEntriesWithReplaceInstructionBuilder.scala │ │ │ ├── AddEntriesWithShowCoverInstructionBuilder.scala │ │ │ ├── AddToModuleInstructionBuilder.scala │ │ │ ├── BUILD │ │ │ ├── BaseUnorderedExcludeIdsBottomCursorBuilder.scala │ │ │ ├── ClearCacheInstructionBuilder.scala │ │ │ ├── FeaturePassThroughCursorBuilder.scala │ │ │ ├── IncludeInstruction.scala │ │ │ ├── MarkUnreadInstructionBuilder.scala │ │ │ ├── OrderedBottomCursorBuilder.scala │ │ │ ├── OrderedGapCursorBuilder.scala │ │ │ ├── OrderedTopCursorBuilder.scala │ │ │ ├── PinEntryInstructionBuilder.scala │ │ │ ├── PlaceholderTopCursorBuilder.scala │ │ │ ├── ReplaceEntryInstructionBuilder.scala │ │ │ ├── ShowAlertInstructionBuilder.scala │ │ │ ├── ShowCoverInstructionBuilder.scala │ │ │ ├── StaticTimelineScribeConfigBuilder.scala │ │ │ ├── TerminateInstructionBuilder.scala │ │ │ ├── TimelineScribeConfigBuilder.scala │ │ │ ├── UnorderedBloomFilterBottomCursorBuilder.scala │ │ │ ├── UnorderedExcludeIdsBottomCursorBuilder.scala │ │ │ ├── UnorderedExcludeIdsSeqBottomCursorBuilder.scala │ │ │ ├── UrtBuilder.scala │ │ │ ├── UrtCursorBuilder.scala │ │ │ ├── UrtCursorUpdater.scala │ │ │ ├── UrtInstructionBuilder.scala │ │ │ └── UrtMetadataBuilder.scala │ │ ├── scorer │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── MLModelInferenceClient.scala │ │ │ ├── ManagedModelClient.scala │ │ │ ├── ModelSelector.scala │ │ │ └── NaviModelClient.scala │ │ ├── cortex │ │ │ ├── BUILD │ │ │ ├── CortexManagedInferenceServiceDataRecordScorer.scala │ │ │ ├── CortexManagedInferenceServiceDataRecordScorerBuilder.scala │ │ │ ├── CortexManagedInferenceServiceTensorScorer.scala │ │ │ ├── CortexManagedInferenceServiceTensorScorerBuilder.scala │ │ │ └── ModelFeatureExtractor.scala │ │ ├── cr_ml_ranker │ │ │ ├── BUILD.bazel │ │ │ ├── CrMlRankerScorer.scala │ │ │ └── CrMlRankerStitchClient.scala │ │ ├── deepbird │ │ │ ├── BUILD │ │ │ ├── BaseDeepbirdV2Scorer.scala │ │ │ ├── DeepbirdV2PredictionServerScorer.scala │ │ │ ├── LollyPredictionEngineScorer.scala │ │ │ └── TensorflowPredictionEngineScorer.scala │ │ ├── param_gated │ │ │ ├── BUILD │ │ │ └── ParamGatedScorer.scala │ │ ├── qualityfactor_gated │ │ │ ├── BUILD │ │ │ └── QualityFactorGatedScorer.scala │ │ ├── tensorbuilder │ │ │ ├── BUILD │ │ │ ├── BooleanInferInputTensorBuilder.scala │ │ │ ├── BytesInferInputTensorBuilder.scala │ │ │ ├── CandidateInferInputTensorBuilder.scala │ │ │ ├── Float32InferInputTensorBuilder.scala │ │ │ ├── FloatTensorInferInputTensorBuilder.scala │ │ │ ├── InferInputTensorBuilder.scala │ │ │ ├── Int64InferInputTensorBuilder.scala │ │ │ ├── ModelInferRequestBuilder.scala │ │ │ ├── QueryInferInputTensorBuilder.scala │ │ │ └── SparseMapInferInputTensorBuilder.scala │ │ └── tweet_tlx │ │ │ ├── BUILD.bazel │ │ │ ├── TweetTLXStratoScorer.scala │ │ │ └── TweetTLXThriftScorer.scala │ │ ├── selector │ │ ├── BUILD │ │ ├── Bucketer.scala │ │ ├── CandidateMergeStrategy.scala │ │ ├── CandidatePositionInResults.scala │ │ ├── DeduplicationKey.scala │ │ ├── DropAllCandidates.scala │ │ ├── DropDuplicateCandidates.scala │ │ ├── DropDuplicateModuleItemCandidates.scala │ │ ├── DropDuplicateResults.scala │ │ ├── DropFilteredCandidates.scala │ │ ├── DropFilteredModuleItemCandidates.scala │ │ ├── DropMaxCandidates.scala │ │ ├── DropMaxModuleItemCandidates.scala │ │ ├── DropMaxResults.scala │ │ ├── DropModuleTooFewModuleItemResults.scala │ │ ├── DropNonDuplicateCandidates.scala │ │ ├── DropOrthogonalCandidates.scala │ │ ├── DropRequestedMaxModuleItemCandidates.scala │ │ ├── DropRequestedMaxResults.scala │ │ ├── DropSelector.scala │ │ ├── DropTooFewResults.scala │ │ ├── DynamicPositionSelector.scala │ │ ├── InsertAppendIntoModuleCandidates.scala │ │ ├── InsertAppendPatternResults.scala │ │ ├── InsertAppendRatioResults.scala │ │ ├── InsertAppendResults.scala │ │ ├── InsertAppendWeaveResults.scala │ │ ├── InsertAppendWithoutFeatureResults.scala │ │ ├── InsertDynamicPositionResults.scala │ │ ├── InsertFixedPositionIntoModuleCandidates.scala │ │ ├── InsertFixedPositionResults.scala │ │ ├── InsertIntoModule.scala │ │ ├── InsertPerCandidateDynamicPositionResults.scala │ │ ├── InsertRandomPositionResults.scala │ │ ├── InsertRelativePositionResults.scala │ │ ├── InsertSelector.scala │ │ ├── SelectConditionally.scala │ │ ├── SelectFromSubpoolCandidates.scala │ │ ├── UpdateSortCandidates.scala │ │ ├── UpdateSortModuleItemCandidates.scala │ │ ├── UpdateSortResults.scala │ │ ├── ads │ │ │ ├── AdsInjector.scala │ │ │ ├── BUILD.bazel │ │ │ └── InsertAdResults.scala │ │ └── sorter │ │ │ ├── BUILD │ │ │ ├── FeatureValueSorter.scala │ │ │ ├── RandomShuffleSorter.scala │ │ │ ├── ReverseSorter.scala │ │ │ ├── SortOrder.scala │ │ │ ├── SorterFromOrdering.scala │ │ │ ├── SorterProvider.scala │ │ │ └── featurestorev1 │ │ │ ├── BUILD │ │ │ └── FeatureStoreV1FeatureValueSorter.scala │ │ └── side_effect │ │ ├── BUILD │ │ ├── KafkaPublishingSideEffect.scala │ │ ├── ParamGatedPipelineResultSideEffect.scala │ │ ├── ScribeClientEventSideEffect.scala │ │ ├── ScribeLogEventAsyncSideEffect.scala │ │ ├── ScribeLogEventSideEffect.scala │ │ ├── StratoInsertSideEffect.scala │ │ ├── UserSessionStoreUpdateSideEffect.scala │ │ └── metrics │ │ ├── BUILD.bazel │ │ ├── CandidateMetricFunction.scala │ │ ├── ScribeClientEventMetricsSideEffect.scala │ │ └── ScribeClientEventMetricsSideEffectBuilder.scala ├── core │ └── src │ │ └── main │ │ ├── java │ │ └── com │ │ │ └── twitter │ │ │ └── product_mixer │ │ │ └── core │ │ │ └── product │ │ │ └── guice │ │ │ └── scope │ │ │ ├── BUILD │ │ │ └── ProductScoped.java │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── product_mixer │ │ └── core │ │ ├── controllers │ │ ├── AlertConfig.scala │ │ ├── BUILD │ │ ├── DebugTwitterContext.scala │ │ ├── GetComponentRegistryHandler.scala │ │ ├── GetDebugConfigurationHandler.scala │ │ ├── PredicateConfig.scala │ │ ├── ProductMixerController.scala │ │ └── QualityFactorMonitoringConfig.scala │ │ ├── feature │ │ ├── BUILD │ │ ├── Feature.scala │ │ ├── datarecord │ │ │ ├── BUILD │ │ │ ├── DataRecordCompatible.scala │ │ │ └── DataRecordFeature.scala │ │ ├── featuremap │ │ │ ├── BUILD │ │ │ ├── FeatureMap.scala │ │ │ ├── FeatureMapBuilder.scala │ │ │ ├── FeatureMapException.scala │ │ │ ├── FeatureMapSerializer.scala │ │ │ ├── asyncfeaturemap │ │ │ │ ├── AsyncFeatureMap.scala │ │ │ │ ├── AsyncFeatureMapSerializer.scala │ │ │ │ └── BUILD │ │ │ ├── datarecord │ │ │ │ ├── BUILD │ │ │ │ ├── DataRecordConverter.scala │ │ │ │ ├── DataRecordExtractor.scala │ │ │ │ └── FeaturesScope.scala │ │ │ └── featurestorev1 │ │ │ │ ├── BUILD │ │ │ │ └── FeatureStoreV1FeatureMap.scala │ │ └── featurestorev1 │ │ │ ├── BUILD │ │ │ ├── FeatureStoreV1Entity.scala │ │ │ ├── FeatureStoreV1Feature.scala │ │ │ └── featurevalue │ │ │ ├── BUILD │ │ │ └── FeatureStoreV1Response.scala │ │ ├── functional_component │ │ ├── access_policy │ │ │ └── BUILD │ │ ├── candidate_source │ │ │ ├── BUILD │ │ │ ├── CandidateSource.scala │ │ │ ├── CandidatesWithSourceFeatures.scala │ │ │ ├── PassthroughCandidateSource.scala │ │ │ ├── StaticCandidateSource.scala │ │ │ ├── product_pipeline │ │ │ │ ├── BUILD │ │ │ │ └── ProductPipelineCandidateSource.scala │ │ │ └── strato │ │ │ │ ├── BUILD │ │ │ │ ├── StratoErrCategorizer.scala │ │ │ │ ├── StratoKeyFetcherSeqSource.scala │ │ │ │ ├── StratoKeyFetcherSource.scala │ │ │ │ ├── StratoKeyFetcherWithSourceFeaturesSource.scala │ │ │ │ ├── StratoKeyView.scala │ │ │ │ ├── StratoKeyViewFetcherSeqSource.scala │ │ │ │ ├── StratoKeyViewFetcherSource.scala │ │ │ │ └── StratoKeyViewFetcherWithSourceFeaturesSource.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── CandidateScope.scala │ │ │ ├── access_policy │ │ │ │ ├── AccessPolicy.scala │ │ │ │ ├── AccessPolicyEvaluator.scala │ │ │ │ ├── BUILD │ │ │ │ └── WithDebugAccessPolicies.scala │ │ │ └── alert │ │ │ │ ├── Alert.scala │ │ │ │ ├── AlertType.scala │ │ │ │ ├── BUILD │ │ │ │ ├── EmptyResponseRateAlert.scala │ │ │ │ ├── GenericClientLatencyAlert.scala │ │ │ │ ├── GenericClientSuccessRateAlert.scala │ │ │ │ ├── GenericClientThroughputAlert.scala │ │ │ │ ├── IsObservableFromStrato.scala │ │ │ │ ├── LatencyAlert.scala │ │ │ │ ├── NotificationGroup.scala │ │ │ │ ├── Percentile.scala │ │ │ │ ├── ResponseSizeAlert.scala │ │ │ │ ├── Source.scala │ │ │ │ ├── StratoColumnAlert.scala │ │ │ │ ├── SuccessRateAlert.scala │ │ │ │ ├── ThroughputAlert.scala │ │ │ │ └── predicate │ │ │ │ ├── BUILD │ │ │ │ ├── MetricGranularity.scala │ │ │ │ ├── Operator.scala │ │ │ │ ├── Predicate.scala │ │ │ │ ├── TriggerIfAbove.scala │ │ │ │ ├── TriggerIfBelow.scala │ │ │ │ └── TriggerIfLatencyAbove.scala │ │ ├── configapi │ │ │ ├── BUILD │ │ │ ├── ConfigBuilder.scala │ │ │ ├── ParamsBuilder.scala │ │ │ ├── RequestContext.scala │ │ │ ├── RequestContextBuilder.scala │ │ │ ├── StaticParam.scala │ │ │ └── registry │ │ │ │ ├── BUILD │ │ │ │ ├── GlobalParamConfig.scala │ │ │ │ ├── GlobalParamRegistry.scala │ │ │ │ ├── ParamConfig.scala │ │ │ │ └── ParamConfigBuilder.scala │ │ ├── decorator │ │ │ ├── BUILD │ │ │ ├── CandidateDecorator.scala │ │ │ ├── Decoration.scala │ │ │ ├── slice │ │ │ │ └── builder │ │ │ │ │ ├── BUILD │ │ │ │ │ └── CandidateSliceItemBuilder.scala │ │ │ └── urt │ │ │ │ └── builder │ │ │ │ ├── BUILD │ │ │ │ ├── CandidateUrtEntryBuilder.scala │ │ │ │ ├── icon │ │ │ │ └── BaseHorizonIconBuilder.scala │ │ │ │ ├── item │ │ │ │ ├── alert │ │ │ │ │ ├── BaseDurationBuilder.scala │ │ │ │ │ ├── BaseShowAlertColorConfigurationBuilder.scala │ │ │ │ │ ├── BaseShowAlertDisplayLocationBuilder.scala │ │ │ │ │ ├── BaseShowAlertIconDisplayInfoBuilder.scala │ │ │ │ │ ├── BaseShowAlertNavigationMetadataBuilder.scala │ │ │ │ │ └── BaseShowAlertUserIdsBuilder.scala │ │ │ │ ├── topic │ │ │ │ │ ├── BaseTopicDisplayTypeBuilder.scala │ │ │ │ │ └── BaseTopicFunctionalityTypeBuilder.scala │ │ │ │ ├── tweet │ │ │ │ │ ├── BaseEntryIdToReplaceBuilder.scala │ │ │ │ │ ├── BaseTimelinesScoreInfoBuilder.scala │ │ │ │ │ └── BaseTweetHighlightsBuilder.scala │ │ │ │ └── user │ │ │ │ │ └── BaseUserReactiveTriggersBuilder.scala │ │ │ │ ├── metadata │ │ │ │ ├── BaseClientEventDetailsBuilder.scala │ │ │ │ ├── BaseClientEventInfoBuilder.scala │ │ │ │ ├── BaseFeedbackActionInfoBuilder.scala │ │ │ │ ├── BaseModuleStr.scala │ │ │ │ ├── BaseStr.scala │ │ │ │ └── BaseUrlBuilder.scala │ │ │ │ ├── promoted │ │ │ │ └── BasePromotedMetadataBuilder.scala │ │ │ │ ├── richtext │ │ │ │ └── BaseRichTextBuilder.scala │ │ │ │ ├── social_context │ │ │ │ ├── BaseModuleSocialContextBuilder.scala │ │ │ │ └── BaseSocialContextBuilder.scala │ │ │ │ ├── stringcenter │ │ │ │ ├── BaseModuleStringCenterPlaceholderBuilder.scala │ │ │ │ └── BaseStringCenterPlaceholderBuilder.scala │ │ │ │ └── timeline_module │ │ │ │ ├── BaseModuleDisplayTypeBuilder.scala │ │ │ │ ├── BaseModuleFooterBuilder.scala │ │ │ │ ├── BaseModuleHeaderBuilder.scala │ │ │ │ ├── BaseModuleHeaderDisplayTypeBuilder.scala │ │ │ │ ├── BaseModuleMetadataBuilder.scala │ │ │ │ ├── BaseModuleShowMoreBehaviorBuilder.scala │ │ │ │ └── BaseTimelineModuleBuilder.scala │ │ ├── feature_hydrator │ │ │ ├── BUILD │ │ │ ├── CandidateFeatureHydrator.scala │ │ │ ├── FeatureHydrator.scala │ │ │ ├── HydratorCandidateResult.scala │ │ │ ├── QueryFeatureHydrator.scala │ │ │ └── featurestorev1 │ │ │ │ ├── BUILD │ │ │ │ ├── FeatureStoreDatasetErrorHandler.scala │ │ │ │ ├── FeatureStoreV1CandidateFeatureHydrator.scala │ │ │ │ ├── FeatureStoreV1DynamicClientBuilder.scala │ │ │ │ ├── FeatureStoreV1HydrationConfig.scala │ │ │ │ └── FeatureStoreV1QueryFeatureHydrator.scala │ │ ├── filter │ │ │ ├── BUILD │ │ │ ├── Filter.scala │ │ │ └── FilterResult.scala │ │ ├── gate │ │ │ ├── BUILD │ │ │ ├── Gate.scala │ │ │ ├── GateResult.scala │ │ │ └── ShouldContinue.scala │ │ ├── marshaller │ │ │ ├── BUILD │ │ │ ├── TransportMarshaller.scala │ │ │ ├── request │ │ │ │ ├── BUILD │ │ │ │ ├── ClientContextMarshaller.scala │ │ │ │ ├── ClientContextUnmarshaller.scala │ │ │ │ └── FeatureValueUnmarshaller.scala │ │ │ └── response │ │ │ │ ├── graphql │ │ │ │ └── contextual_ref │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── ContextualTweetRefMarshaller.scala │ │ │ │ │ ├── OuterTweetContextMarshaller.scala │ │ │ │ │ └── TweetHydrationContextMarshaller.scala │ │ │ │ ├── rtf │ │ │ │ └── safety_level │ │ │ │ │ ├── BUILD │ │ │ │ │ └── SafetyLevelMarshaller.scala │ │ │ │ ├── slice │ │ │ │ ├── BUILD │ │ │ │ ├── CursorTypeMarshaller.scala │ │ │ │ ├── SliceItemMarshaller.scala │ │ │ │ └── SliceTransportMarshaller.scala │ │ │ │ ├── urp │ │ │ │ ├── BUILD │ │ │ │ ├── PageBodyMarshaller.scala │ │ │ │ ├── PageHeaderMarshaller.scala │ │ │ │ ├── PageNavBarMarshaller.scala │ │ │ │ ├── SegmentedTimelineMarshaller.scala │ │ │ │ ├── SegmentedTimelinesMarshaller.scala │ │ │ │ ├── TimelineKeyMarshaller.scala │ │ │ │ ├── TitleNavBarMarshaller.scala │ │ │ │ ├── TopicPageHeaderDisplayTypeMarshaller.scala │ │ │ │ ├── TopicPageHeaderFacepileMarshaller.scala │ │ │ │ ├── TopicPageHeaderMarshaller.scala │ │ │ │ ├── TopicPageNavBarMarshaller.scala │ │ │ │ ├── UrpTransportMarshaller.scala │ │ │ │ └── UrpTransportMarshallerBuilder.scala │ │ │ │ └── urt │ │ │ │ ├── AddEntriesInstructionMarshaller.scala │ │ │ │ ├── AddToModuleInstructionMarshaller.scala │ │ │ │ ├── BUILD │ │ │ │ ├── CoverMarshaller.scala │ │ │ │ ├── MarkEntriesUnreadInstructionMarshaller.scala │ │ │ │ ├── ModuleItemMarshaller.scala │ │ │ │ ├── ModuleItemTreeDisplayMarshaller.scala │ │ │ │ ├── PinEntryInstructionMarshaller.scala │ │ │ │ ├── ReaderModeConfigMarshaller.scala │ │ │ │ ├── ReplaceEntryInstructionMarshaller.scala │ │ │ │ ├── ShowAlertInstructionMarshaller.scala │ │ │ │ ├── TerminateTimelineInstructionMarshaller.scala │ │ │ │ ├── TimelineEntryContentMarshaller.scala │ │ │ │ ├── TimelineEntryMarshaller.scala │ │ │ │ ├── TimelineInstructionMarshaller.scala │ │ │ │ ├── TimelineItemContentMarshaller.scala │ │ │ │ ├── TimelineItemMarshaller.scala │ │ │ │ ├── TimelineMetadataMarshaller.scala │ │ │ │ ├── TimelineModuleMarshaller.scala │ │ │ │ ├── TimelineOperationMarshaller.scala │ │ │ │ ├── TimelineScribeConfigMarshaller.scala │ │ │ │ ├── UrtTransportMarshaller.scala │ │ │ │ ├── UrtTransportMarshallerBuilder.scala │ │ │ │ ├── alert │ │ │ │ ├── BUILD │ │ │ │ ├── ShowAlertColorConfigurationMarshaller.scala │ │ │ │ ├── ShowAlertDisplayLocationMarshaller.scala │ │ │ │ ├── ShowAlertIconDisplayInfoMarshaller.scala │ │ │ │ ├── ShowAlertIconMarshaller.scala │ │ │ │ ├── ShowAlertNavigationMetadataMarshaller.scala │ │ │ │ └── ShowAlertTypeMarshaller.scala │ │ │ │ ├── button │ │ │ │ ├── BUILD │ │ │ │ ├── ButtonStyleMarshaller.scala │ │ │ │ ├── CtaButtonMarshaller.scala │ │ │ │ ├── IconCtaButtonMarshaller.scala │ │ │ │ └── TextCtaButtonMarshaller.scala │ │ │ │ ├── color │ │ │ │ ├── BUILD │ │ │ │ ├── ColorMarshaller.scala │ │ │ │ ├── ColorPaletteMarshaller.scala │ │ │ │ └── RosettaColorMarshaller.scala │ │ │ │ ├── cover │ │ │ │ ├── BUILD │ │ │ │ ├── CoverContentMarshaller.scala │ │ │ │ ├── CoverCtaBehaviorMarshaller.scala │ │ │ │ ├── CoverCtaMarshaller.scala │ │ │ │ ├── CoverImageMarshaller.scala │ │ │ │ ├── FullCoverContentMarshaller.scala │ │ │ │ ├── FullCoverDisplayTypeMarshaller.scala │ │ │ │ ├── HalfCoverContentMarshaller.scala │ │ │ │ └── HalfCoverDisplayTypeMarshaller.scala │ │ │ │ ├── icon │ │ │ │ ├── BUILD │ │ │ │ └── HorizonIconMarshaller.scala │ │ │ │ ├── item │ │ │ │ ├── BUILD │ │ │ │ ├── article │ │ │ │ │ ├── ArticleDisplayTypeMarshaller.scala │ │ │ │ │ ├── ArticleItemMarshaller.scala │ │ │ │ │ └── ArticleSeedTypeMarshaller.scala │ │ │ │ ├── audio_space │ │ │ │ │ └── AudioSpaceItemMarshaller.scala │ │ │ │ ├── card │ │ │ │ │ ├── CardDisplayTypeMarshaller.scala │ │ │ │ │ └── CardItemMarshaller.scala │ │ │ │ ├── commerce │ │ │ │ │ ├── CommerceProductGroupItemMarshaller.scala │ │ │ │ │ └── CommerceProductItemMarshaller.scala │ │ │ │ ├── conversation_annotation │ │ │ │ │ ├── ConversationAnnotationMarshaller.scala │ │ │ │ │ └── ConversationAnnotationTypeMarshaller.scala │ │ │ │ ├── event │ │ │ │ │ ├── EventSummaryDisplayTypeMarshaller.scala │ │ │ │ │ └── EventSummaryItemMarshaller.scala │ │ │ │ ├── forward_pivot │ │ │ │ │ ├── ForwardPivotDisplayTypeMarshaller.scala │ │ │ │ │ ├── ForwardPivotMarshaller.scala │ │ │ │ │ └── SoftInterventionDisplayTypeMarshaller.scala │ │ │ │ ├── generic_summary_item │ │ │ │ │ ├── GenericSummaryActionMarshaller.scala │ │ │ │ │ ├── GenericSummaryContextMarshaller.scala │ │ │ │ │ ├── GenericSummaryDisplayTypeMarshaller.scala │ │ │ │ │ └── GenericSummaryItemMarshaller.scala │ │ │ │ ├── highlight │ │ │ │ │ └── HighlightedSectionMarshaller.scala │ │ │ │ ├── icon_label │ │ │ │ │ └── IconLabelItemMarshaller.scala │ │ │ │ ├── label │ │ │ │ │ ├── LabelDisplayTypeMarshaller.scala │ │ │ │ │ └── LabelItemMarshaller.scala │ │ │ │ ├── message │ │ │ │ │ ├── CompactPromptMessageContentMarshaller.scala │ │ │ │ │ ├── HeaderImagePromptMessageContentMarshaller.scala │ │ │ │ │ ├── InlinePromptMessageContentMarshaller.scala │ │ │ │ │ ├── MessageActionMarshaller.scala │ │ │ │ │ ├── MessageActionTypeMarshaller.scala │ │ │ │ │ ├── MessageContentMarshaller.scala │ │ │ │ │ ├── MessageImageMarshaller.scala │ │ │ │ │ ├── MessagePromptItemMarshaller.scala │ │ │ │ │ ├── MessageTextActionMarshaller.scala │ │ │ │ │ ├── UserFacepileDisplayTypeMarshaller.scala │ │ │ │ │ └── UserFacepileMarshaller.scala │ │ │ │ ├── moment │ │ │ │ │ └── MomentAnnotationItemMarshaller.scala │ │ │ │ ├── prompt │ │ │ │ │ ├── PromptContentMarshaller.scala │ │ │ │ │ ├── PromptItemMarshaller.scala │ │ │ │ │ ├── RelevancePromptContentMarshaller.scala │ │ │ │ │ ├── RelevancePromptDisplayTypeMarshaller.scala │ │ │ │ │ ├── RelevancePromptFollowUpFeedbackTypeMarshaller.scala │ │ │ │ │ └── RelevancePromptFollowUpTextInputMarshaller.scala │ │ │ │ ├── suggestion │ │ │ │ │ ├── SpellingActionTypeMarshaller.scala │ │ │ │ │ ├── SpellingItemMarshaller.scala │ │ │ │ │ └── TextResultMarshaller.scala │ │ │ │ ├── thread │ │ │ │ │ ├── ThreadHeaderContentMarshaller.scala │ │ │ │ │ └── ThreadHeaderItemMarshaller.scala │ │ │ │ ├── tile │ │ │ │ │ ├── CallToActionTileContentMarshaller.scala │ │ │ │ │ ├── StandardTileContentMarshaller.scala │ │ │ │ │ ├── TileContentMarshaller.scala │ │ │ │ │ └── TileItemMarshaller.scala │ │ │ │ ├── tombstone │ │ │ │ │ ├── TombstoneDisplayTypeMarshaller.scala │ │ │ │ │ ├── TombstoneInfoMarshaller.scala │ │ │ │ │ └── TombstoneItemMarshaller.scala │ │ │ │ ├── topic │ │ │ │ │ ├── TopicDisplayTypeMarshaller.scala │ │ │ │ │ ├── TopicFollowPromptDisplayTypeMarshaller.scala │ │ │ │ │ ├── TopicFollowPromptItemMarshaller.scala │ │ │ │ │ ├── TopicFunctionalityTypeMarshaller.scala │ │ │ │ │ └── TopicItemMarshaller.scala │ │ │ │ ├── trend │ │ │ │ │ └── TrendItemMarshaller.scala │ │ │ │ ├── tweet │ │ │ │ │ ├── TimelinesScoreInfoMarshaller.scala │ │ │ │ │ ├── TweetDisplayTypeMarshaller.scala │ │ │ │ │ ├── TweetHighlightsMarshaller.scala │ │ │ │ │ └── TweetItemMarshaller.scala │ │ │ │ ├── tweet_composer │ │ │ │ │ ├── TweetComposerDisplayTypeMarshaller.scala │ │ │ │ │ └── TweetComposerItemMarshaller.scala │ │ │ │ ├── twitter_list │ │ │ │ │ ├── TwitterListDisplayTypeMarshaller.scala │ │ │ │ │ └── TwitterListItemMarshaller.scala │ │ │ │ ├── user │ │ │ │ │ ├── UserDisplayTypeMarshaller.scala │ │ │ │ │ ├── UserItemMarshaller.scala │ │ │ │ │ └── UserReactiveTriggersMarshaller.scala │ │ │ │ └── vertical_grid_item │ │ │ │ │ ├── VerticalGridItemContentMarshaller.scala │ │ │ │ │ ├── VerticalGridItemMarshaller.scala │ │ │ │ │ ├── VerticalGridItemTileStyleMarshaller.scala │ │ │ │ │ ├── VerticalGridItemTopicFunctionalityTypeMarshaller.scala │ │ │ │ │ └── VerticalGridItemTopicTileMarshaller.scala │ │ │ │ ├── media │ │ │ │ ├── AspectRatioMarshaller.scala │ │ │ │ ├── BUILD │ │ │ │ ├── BroadcastIdMarshaller.scala │ │ │ │ ├── MediaEntityMarshaller.scala │ │ │ │ ├── MediaKeyMarshaller.scala │ │ │ │ ├── MediaMarshaller.scala │ │ │ │ ├── RectMarshaller.scala │ │ │ │ └── TweetMediaMarshaller.scala │ │ │ │ ├── metadata │ │ │ │ ├── ArticleDetailsMarshaller.scala │ │ │ │ ├── BUILD │ │ │ │ ├── BadgeMarshaller.scala │ │ │ │ ├── CallbackMarshaller.scala │ │ │ │ ├── ChildFeedbackActionMarshaller.scala │ │ │ │ ├── ClientEventDetailsMarshaller.scala │ │ │ │ ├── ClientEventInfoMarshaller.scala │ │ │ │ ├── CommerceDetailsMarshaller.scala │ │ │ │ ├── ConfirmationDisplayTypeMarshaller.scala │ │ │ │ ├── ConversationDetailsMarshaller.scala │ │ │ │ ├── ConversationSectionMarshaller.scala │ │ │ │ ├── DismissInfoMarshaller.scala │ │ │ │ ├── FeedbackActionMarshaller.scala │ │ │ │ ├── FeedbackDisplayContextMarshaller.scala │ │ │ │ ├── FeedbackInfoMarshaller.scala │ │ │ │ ├── FeedbackTypeMarshaller.scala │ │ │ │ ├── GeneralContextMarshaller.scala │ │ │ │ ├── GeneralContextTypeMarshaller.scala │ │ │ │ ├── ImageAnimationTypeMarshaller.scala │ │ │ │ ├── ImageDisplayTypeMarshaller.scala │ │ │ │ ├── ImageVariantMarshaller.scala │ │ │ │ ├── LiveEventDetailsMarshaller.scala │ │ │ │ ├── RichFeedbackBehaviorMarshaller.scala │ │ │ │ ├── SocialContextMarshaller.scala │ │ │ │ ├── TimelinesDetailsMarshaller.scala │ │ │ │ ├── TopicContextFunctionalityTypeMarshaller.scala │ │ │ │ ├── TopicContextMarshaller.scala │ │ │ │ ├── UrlMarshaller.scala │ │ │ │ ├── UrlTypeMarshaller.scala │ │ │ │ └── UrtEndpointOptionsMarshaller.scala │ │ │ │ ├── operation │ │ │ │ ├── BUILD │ │ │ │ ├── CursorDisplayTreatmentMarshaller.scala │ │ │ │ ├── CursorItemMarshaller.scala │ │ │ │ ├── CursorOperationMarshaller.scala │ │ │ │ └── CursorTypeMarshaller.scala │ │ │ │ ├── promoted │ │ │ │ ├── AdMetadataContainerMarshaller.scala │ │ │ │ ├── BUILD │ │ │ │ ├── CallToActionMarshaller.scala │ │ │ │ ├── ClickTrackingInfoMarshaller.scala │ │ │ │ ├── DisclaimerTypeMarshaller.scala │ │ │ │ ├── DisclosureTypeMarshaller.scala │ │ │ │ ├── DynamicPrerollTypeMarshaller.scala │ │ │ │ ├── MediaInfoMarshaller.scala │ │ │ │ ├── PrerollMarshaller.scala │ │ │ │ ├── PrerollMetadataMarshaller.scala │ │ │ │ ├── PromotedMetadataMarshaller.scala │ │ │ │ ├── SkAdNetworkDataMarshaller.scala │ │ │ │ ├── SponsorshipTypeMarshaller.scala │ │ │ │ ├── UrlOverrideTypeMarshaller.scala │ │ │ │ └── VideoVariantsMarshaller.scala │ │ │ │ ├── reaction │ │ │ │ ├── BUILD │ │ │ │ └── TimelineReactionMarshaller.scala │ │ │ │ ├── richtext │ │ │ │ ├── BUILD │ │ │ │ ├── ReferenceObjectMarshaller.scala │ │ │ │ ├── RichTextAlignmentMarshaller.scala │ │ │ │ ├── RichTextEntityMarshaller.scala │ │ │ │ ├── RichTextFormatMarshaller.scala │ │ │ │ └── RichTextMarshaller.scala │ │ │ │ └── timeline_module │ │ │ │ ├── AdsMetadataMarshaller.scala │ │ │ │ ├── BUILD │ │ │ │ ├── GridCarouselMetadataMarshaller.scala │ │ │ │ ├── ModuleConversationMetadataMarshaller.scala │ │ │ │ ├── ModuleDisplayTypeMarshaller.scala │ │ │ │ ├── ModuleFooterMarshaller.scala │ │ │ │ ├── ModuleHeaderDisplayTypeMarshaller.scala │ │ │ │ ├── ModuleHeaderMarshaller.scala │ │ │ │ ├── ModuleMetadataMarshaller.scala │ │ │ │ ├── ModuleShowMoreBehaviorMarshaller.scala │ │ │ │ └── ModuleShowMoreBehaviorRevealByCountMarshaller.scala │ │ ├── premarshaller │ │ │ ├── BUILD │ │ │ └── DomainMarshaller.scala │ │ ├── scorer │ │ │ ├── BUILD │ │ │ ├── ScoredCandidateResult.scala │ │ │ └── Scorer.scala │ │ ├── selector │ │ │ ├── BUILD │ │ │ ├── Selector.scala │ │ │ └── SelectorResult.scala │ │ ├── side_effect │ │ │ ├── BUILD │ │ │ ├── ExecuteSynchronously.scala │ │ │ ├── PipelineResultSideEffect.scala │ │ │ └── SideEffect.scala │ │ └── transformer │ │ │ ├── BUILD │ │ │ ├── CandidateFeatureTransformer.scala │ │ │ ├── CandidatePipelineQueryTransformer.scala │ │ │ ├── CandidatePipelineResultsTransformer.scala │ │ │ ├── FeatureTransformer.scala │ │ │ └── Transformer.scala │ │ ├── gate │ │ ├── BUILD │ │ ├── DenyLoggedOutUsersGate.scala │ │ ├── ParamGate.scala │ │ └── ParamNotGate.scala │ │ ├── model │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── CandidateWithFeatures.scala │ │ │ ├── Component.scala │ │ │ ├── Conditionally.scala │ │ │ ├── UniversalNoun.scala │ │ │ ├── identifier │ │ │ │ ├── BUILD │ │ │ │ ├── CandidatePipelineIdentifier.scala │ │ │ │ ├── CandidateSourceIdentifier.scala │ │ │ │ ├── ComponentIdentifier.scala │ │ │ │ ├── ComponentIdentifierSerializer.scala │ │ │ │ ├── ComponentIdentifierStack.scala │ │ │ │ ├── ComponentIdentifierStackSerializer.scala │ │ │ │ ├── DecoratorIdentifier.scala │ │ │ │ ├── DomainMarshallerIdentifier.scala │ │ │ │ ├── FeatureHydratorIdentifier.scala │ │ │ │ ├── FilterIdentifier.scala │ │ │ │ ├── GateIdentifier.scala │ │ │ │ ├── MixerPipelineIdentifier.scala │ │ │ │ ├── PipelineStepIdentifier.scala │ │ │ │ ├── PlatformIdentifier.scala │ │ │ │ ├── ProductIdentifier.scala │ │ │ │ ├── ProductPipelineIdentifier.scala │ │ │ │ ├── RecommendationPipelineIdentifier.scala │ │ │ │ ├── RootIdentifier.scala │ │ │ │ ├── ScorerIdentifier.scala │ │ │ │ ├── ScoringPipelineIdentifier.scala │ │ │ │ ├── SelectorIdentifier.scala │ │ │ │ ├── SideEffectIdentifier.scala │ │ │ │ ├── TransformerIdentifier.scala │ │ │ │ └── TransportMarshallerIdentifier.scala │ │ │ └── presentation │ │ │ │ ├── BUILD │ │ │ │ ├── CandidateFeatures.scala │ │ │ │ ├── CandidateWithDetails.scala │ │ │ │ ├── ItemPresentation.scala │ │ │ │ ├── ModulePresentation.scala │ │ │ │ ├── UniversalPresentation.scala │ │ │ │ ├── slice │ │ │ │ ├── BUILD │ │ │ │ └── BaseSliceItemPresentation.scala │ │ │ │ └── urt │ │ │ │ ├── BUILD │ │ │ │ ├── BaseUrtItemPresentation.scala │ │ │ │ ├── BaseUrtModulePresentation.scala │ │ │ │ ├── BaseUrtOperationPresentation.scala │ │ │ │ ├── IsDispensable.scala │ │ │ │ └── WithItemTreeDisplay.scala │ │ └── marshalling │ │ │ ├── BUILD │ │ │ ├── HasMarshalling.scala │ │ │ ├── request │ │ │ ├── BUILD │ │ │ ├── ClientContext.scala │ │ │ ├── DebugOptions.scala │ │ │ ├── DebugParams.scala │ │ │ ├── HasExcludedIds.scala │ │ │ ├── HasSerializedRequestCursor.scala │ │ │ ├── Product.scala │ │ │ ├── ProductContext.scala │ │ │ └── Request.scala │ │ │ └── response │ │ │ ├── rtf │ │ │ └── safety_level │ │ │ │ ├── BUILD │ │ │ │ └── SafetyLevel.scala │ │ │ ├── slice │ │ │ ├── BUILD │ │ │ └── SliceItem.scala │ │ │ ├── urp │ │ │ ├── BUILD │ │ │ ├── Page.scala │ │ │ ├── PageBody.scala │ │ │ ├── PageHeader.scala │ │ │ ├── PageNavBar.scala │ │ │ ├── SegmentedTimeline.scala │ │ │ ├── TimelineKey.scala │ │ │ ├── TopicPageHeaderDisplayType.scala │ │ │ └── TopicPageHeaderFacepile.scala │ │ │ └── urt │ │ │ ├── BUILD │ │ │ ├── Cover.scala │ │ │ ├── EntryNamespace.scala │ │ │ ├── HasEntryIdentifier.scala │ │ │ ├── HasExpirationTime.scala │ │ │ ├── HasSortIndex.scala │ │ │ ├── ModuleItemTreeDisplay.scala │ │ │ ├── ReaderModeConfig.scala │ │ │ ├── ShowAlert.scala │ │ │ ├── Timeline.scala │ │ │ ├── TimelineEntry.scala │ │ │ ├── TimelineInstruction.scala │ │ │ ├── TimelineMetadata.scala │ │ │ ├── TimelineScribeConfig.scala │ │ │ ├── alert │ │ │ ├── BUILD │ │ │ ├── ShowAlertColorConfiguration.scala │ │ │ ├── ShowAlertDisplayLocation.scala │ │ │ ├── ShowAlertIcon.scala │ │ │ ├── ShowAlertIconDisplayInfo.scala │ │ │ ├── ShowAlertNavigationMetadata.scala │ │ │ └── ShowAlertType.scala │ │ │ ├── button │ │ │ ├── BUILD │ │ │ ├── ButtonStyle.scala │ │ │ └── CtaButton.scala │ │ │ ├── color │ │ │ ├── BUILD │ │ │ ├── Color.scala │ │ │ ├── ColorPalette.scala │ │ │ └── RosettaColor.scala │ │ │ ├── contextual_ref │ │ │ ├── BUILD │ │ │ ├── ContextualTweetRef.scala │ │ │ ├── OuterTweetContext.scala │ │ │ └── TweetHydrationContext.scala │ │ │ ├── cover │ │ │ ├── BUILD │ │ │ ├── CoverContent.scala │ │ │ ├── CoverCta.scala │ │ │ ├── CoverCtaBehavior.scala │ │ │ ├── CoverImage.scala │ │ │ ├── FullCoverDisplayType.scala │ │ │ ├── HalfCoverDisplayType.scala │ │ │ └── ShowCover.scala │ │ │ ├── icon │ │ │ ├── BUILD │ │ │ └── HorizonIcon.scala │ │ │ ├── item │ │ │ ├── BUILD │ │ │ ├── article │ │ │ │ ├── ArticleDisplayType.scala │ │ │ │ ├── ArticleItem.scala │ │ │ │ └── ArticleSeedType.scala │ │ │ ├── audio_space │ │ │ │ └── AudioSpaceItem.scala │ │ │ ├── card │ │ │ │ ├── CardDisplayType.scala │ │ │ │ └── CardItem.scala │ │ │ ├── commerce │ │ │ │ ├── CommerceProductGroupItem.scala │ │ │ │ └── CommerceProductItem.scala │ │ │ ├── conversation_annotation │ │ │ │ ├── ConversationAnnotation.scala │ │ │ │ └── ConversationAnnotationType.scala │ │ │ ├── event │ │ │ │ ├── EventSummaryDisplayType.scala │ │ │ │ └── EventSummaryItem.scala │ │ │ ├── forward_pivot │ │ │ │ ├── ForwardPivot.scala │ │ │ │ ├── ForwardPivotDisplayType.scala │ │ │ │ └── SoftInterventionDisplayType.scala │ │ │ ├── generic_summary │ │ │ │ ├── GenericSummaryAction.scala │ │ │ │ ├── GenericSummaryContext.scala │ │ │ │ ├── GenericSummaryDisplayType.scala │ │ │ │ └── GenericSummaryItem.scala │ │ │ ├── highlight │ │ │ │ └── HighlightedSection.scala │ │ │ ├── icon_label │ │ │ │ └── IconLabelItem.scala │ │ │ ├── label │ │ │ │ ├── LabelDisplayType.scala │ │ │ │ └── LabelItem.scala │ │ │ ├── message │ │ │ │ ├── MessageAction.scala │ │ │ │ ├── MessageActionType.scala │ │ │ │ ├── MessageContent.scala │ │ │ │ ├── MessageImage.scala │ │ │ │ ├── MessagePromptItem.scala │ │ │ │ ├── MessageTextAction.scala │ │ │ │ ├── UserFacepile.scala │ │ │ │ └── UserFacepileDisplayType.scala │ │ │ ├── moment │ │ │ │ └── MomentAnnotationItem.scala │ │ │ ├── prompt │ │ │ │ ├── PromptContent.scala │ │ │ │ ├── PromptItem.scala │ │ │ │ ├── RelevancePromptDisplayType.scala │ │ │ │ └── RelevancePromptFollowUpFeedbackType.scala │ │ │ ├── suggestion │ │ │ │ ├── SpellingActionType.scala │ │ │ │ ├── SpellingItem.scala │ │ │ │ └── TextResult.scala │ │ │ ├── thread │ │ │ │ ├── ThreadHeaderContent.scala │ │ │ │ └── ThreadHeaderItem.scala │ │ │ ├── tile │ │ │ │ ├── TileContent.scala │ │ │ │ └── TileItem.scala │ │ │ ├── tombstone │ │ │ │ ├── TombstoneDisplayType.scala │ │ │ │ ├── TombstoneInfo.scala │ │ │ │ └── TombstoneItem.scala │ │ │ ├── topic │ │ │ │ ├── TopicDisplayType.scala │ │ │ │ ├── TopicFollowPromptDisplayType.scala │ │ │ │ ├── TopicFollowPromptItem.scala │ │ │ │ ├── TopicFunctionalityType.scala │ │ │ │ └── TopicItem.scala │ │ │ ├── trend │ │ │ │ └── TrendItem.scala │ │ │ ├── tweet │ │ │ │ ├── TimelinesScoreInfo.scala │ │ │ │ ├── TweetDisplayType.scala │ │ │ │ ├── TweetHighlights.scala │ │ │ │ └── TweetItem.scala │ │ │ ├── tweet_composer │ │ │ │ ├── TweetComposerDisplayType.scala │ │ │ │ └── TweetComposerItem.scala │ │ │ ├── twitter_list │ │ │ │ ├── TwitterListDisplayType.scala │ │ │ │ └── TwitterListItem.scala │ │ │ ├── user │ │ │ │ ├── UserDisplayType.scala │ │ │ │ ├── UserItem.scala │ │ │ │ └── UserReactiveTriggers.scala │ │ │ └── vertical_grid_item │ │ │ │ ├── VerticalGridItem.scala │ │ │ │ ├── VerticalGridItemTileStyle.scala │ │ │ │ └── VerticalGridItemTopicFunctionalityType.scala │ │ │ ├── media │ │ │ ├── AspectRatio.scala │ │ │ ├── BUILD │ │ │ ├── Media.scala │ │ │ ├── MediaEntity.scala │ │ │ ├── MediaKey.scala │ │ │ └── Rect.scala │ │ │ ├── metadata │ │ │ ├── ArticleDetails.scala │ │ │ ├── BUILD │ │ │ ├── Badge.scala │ │ │ ├── Callback.scala │ │ │ ├── ClientEventInfo.scala │ │ │ ├── CommerceDetails.scala │ │ │ ├── ConfirmationDisplayType.scala │ │ │ ├── ConversationDetails.scala │ │ │ ├── ConversationSection.scala │ │ │ ├── DismissInfo.scala │ │ │ ├── FeedbackAction.scala │ │ │ ├── FeedbackActionInfo.scala │ │ │ ├── FeedbackInfo.scala │ │ │ ├── FeedbackType.scala │ │ │ ├── ImageAnimationType.scala │ │ │ ├── ImageDisplayType.scala │ │ │ ├── ImageVariant.scala │ │ │ ├── LiveEventDetails.scala │ │ │ ├── MarkUnreadableEntry.scala │ │ │ ├── PinnableEntry.scala │ │ │ ├── ReplaceableEntry.scala │ │ │ ├── ReplyPinState.scala │ │ │ ├── RichFeedbackBehavior.scala │ │ │ ├── SocialContext.scala │ │ │ ├── TimelinesDetails.scala │ │ │ └── Url.scala │ │ │ ├── operation │ │ │ ├── BUILD │ │ │ ├── CursorDisplayTreatment.scala │ │ │ ├── CursorItem.scala │ │ │ ├── CursorOperation.scala │ │ │ └── CursorType.scala │ │ │ ├── promoted │ │ │ ├── AdMetadataContainer.scala │ │ │ ├── BUILD │ │ │ ├── CallToAction.scala │ │ │ ├── ClickTrackingInfo.scala │ │ │ ├── DisclaimerType.scala │ │ │ ├── DisclosureType.scala │ │ │ ├── DynamicPrerollType.scala │ │ │ ├── MediaInfo.scala │ │ │ ├── Preroll.scala │ │ │ ├── PrerollMetadata.scala │ │ │ ├── PromotedMetadata.scala │ │ │ ├── SkAdNetworkData.scala │ │ │ ├── SponsorshipType.scala │ │ │ ├── UrlOverrideType.scala │ │ │ └── VideoVariant.scala │ │ │ ├── reaction │ │ │ ├── BUILD │ │ │ ├── TimelineReaction.scala │ │ │ └── TimelineReactionExecution.scala │ │ │ ├── richtext │ │ │ ├── BUILD │ │ │ ├── ReferenceObject.scala │ │ │ ├── RichText.scala │ │ │ ├── RichTextAlignment.scala │ │ │ ├── RichTextEntity.scala │ │ │ └── RichTextFormat.scala │ │ │ └── timeline_module │ │ │ ├── AdsMetadata.scala │ │ │ ├── BUILD │ │ │ ├── GridCarouselMetadata.scala │ │ │ ├── ModuleConversationMetadata.scala │ │ │ ├── ModuleDisplayType.scala │ │ │ ├── ModuleFooter.scala │ │ │ ├── ModuleHeader.scala │ │ │ ├── ModuleHeaderDisplayType.scala │ │ │ ├── ModuleMetadata.scala │ │ │ └── ModuleShowMoreBehavior.scala │ │ ├── module │ │ ├── ABDeciderModule.scala │ │ ├── BUILD │ │ ├── ConfigApiModule.scala │ │ ├── FeatureSwitchesModule.scala │ │ ├── LoggingThrowableExceptionMapper.scala │ │ ├── PipelineExecutionLoggerModule.scala │ │ ├── ProductMixerModule.scala │ │ ├── StratoClientModule.scala │ │ ├── product_mixer_flags │ │ │ ├── BUILD │ │ │ └── ProductMixerFlagModule.scala │ │ └── stringcenter │ │ │ ├── BUILD │ │ │ └── ProductScopeStringCenterModule.scala │ │ ├── pipeline │ │ ├── BUILD │ │ ├── CandidatePipelineFeatures.scala │ │ ├── FailOpenPolicy.scala │ │ ├── InvalidStepStateException.scala │ │ ├── NewPipelineArrowBuilder.scala │ │ ├── NewPipelineBuilder.scala │ │ ├── NewPipelineResult.scala │ │ ├── NewStepData.scala │ │ ├── Pipeline.scala │ │ ├── PipelineBuilder.scala │ │ ├── PipelineConfig.scala │ │ ├── PipelineCursor.scala │ │ ├── PipelineCursorSerializer.scala │ │ ├── PipelineQuery.scala │ │ ├── PipelineResult.scala │ │ ├── candidate │ │ │ ├── BUILD │ │ │ ├── CandidatePipeline.scala │ │ │ ├── CandidatePipelineBuilder.scala │ │ │ ├── CandidatePipelineBuilderFactory.scala │ │ │ ├── CandidatePipelineConfig.scala │ │ │ ├── CandidatePipelineResult.scala │ │ │ ├── PassthroughCandidatePipelineConfig.scala │ │ │ └── StaticCandidatePipelineConfig.scala │ │ ├── mixer │ │ │ ├── BUILD │ │ │ ├── MixerPipeline.scala │ │ │ ├── MixerPipelineBuilder.scala │ │ │ ├── MixerPipelineBuilderFactory.scala │ │ │ ├── MixerPipelineConfig.scala │ │ │ └── MixerPipelineResult.scala │ │ ├── pipeline_failure │ │ │ ├── BUILD │ │ │ ├── PipelineFailure.scala │ │ │ ├── PipelineFailureCategory.scala │ │ │ ├── PipelineFailureClassifier.scala │ │ │ └── PipelineFailureSerializer.scala │ │ ├── product │ │ │ ├── BUILD │ │ │ ├── ProductPipeline.scala │ │ │ ├── ProductPipelineBuilder.scala │ │ │ ├── ProductPipelineBuilderFactory.scala │ │ │ ├── ProductPipelineConfig.scala │ │ │ ├── ProductPipelineRequest.scala │ │ │ └── ProductPipelineResult.scala │ │ ├── recommendation │ │ │ ├── BUILD │ │ │ ├── RecommendationPipeline.scala │ │ │ ├── RecommendationPipelineBuilder.scala │ │ │ ├── RecommendationPipelineBuilderFactory.scala │ │ │ ├── RecommendationPipelineConfig.scala │ │ │ └── RecommendationPipelineResult.scala │ │ ├── scoring │ │ │ ├── BUILD │ │ │ ├── NewScoringPipelineBuilder.scala │ │ │ ├── ScoringPipeline.scala │ │ │ ├── ScoringPipelineBuilder.scala │ │ │ ├── ScoringPipelineBuilderFactory.scala │ │ │ ├── ScoringPipelineConfig.scala │ │ │ └── ScoringPipelineResult.scala │ │ ├── state │ │ │ ├── BUILD │ │ │ ├── HasAsyncFeatureMap.scala │ │ │ ├── HasCandidates.scala │ │ │ ├── HasCandidatesWithDetails.scala │ │ │ ├── HasCandidatesWithFeatures.scala │ │ │ ├── HasExecutorResults.scala │ │ │ ├── HasParams.scala │ │ │ ├── HasQuery.scala │ │ │ ├── HasRequest.scala │ │ │ └── HasResult.scala │ │ └── step │ │ │ ├── BUILD │ │ │ ├── Step.scala │ │ │ ├── async_feature_map │ │ │ ├── AsyncFeatureMapStep.scala │ │ │ └── BUILD.bazel │ │ │ ├── candidate_feature_hydrator │ │ │ ├── BUILD │ │ │ └── CandidateFeatureHydratorStep.scala │ │ │ ├── candidate_source │ │ │ ├── BUILD.bazel │ │ │ └── CandidateSourceStep.scala │ │ │ ├── decorator │ │ │ ├── BUILD.bazel │ │ │ └── DecoratorStep.scala │ │ │ ├── domain_marshaller │ │ │ ├── BUILD.bazel │ │ │ └── DomainMarshallerStep.scala │ │ │ ├── filter │ │ │ ├── BUILD.bazel │ │ │ └── FilterStep.scala │ │ │ ├── gate │ │ │ ├── BUILD │ │ │ └── GateStep.scala │ │ │ ├── group_results │ │ │ ├── BUILD.bazel │ │ │ └── GroupResultsStep.scala │ │ │ ├── pipeline_executor │ │ │ ├── BUILD.bazel │ │ │ └── PipelineExecutorStep.scala │ │ │ ├── pipeline_selector │ │ │ ├── BUILD │ │ │ └── PipelineSelectorStep.scala │ │ │ ├── quality_factor │ │ │ ├── BUILD.bazel │ │ │ └── QualityFactorStep.scala │ │ │ ├── query_feature_hydrator │ │ │ ├── BUILD.bazel │ │ │ └── QueryFeatureHydratorStep.scala │ │ │ ├── query_transformer │ │ │ ├── BUILD.bazel │ │ │ └── QueryTransformerStep.scala │ │ │ ├── scorer │ │ │ ├── BUILD │ │ │ └── ScorerStep.scala │ │ │ ├── selector │ │ │ ├── BUILD │ │ │ └── SelectorStep.scala │ │ │ ├── side_effect │ │ │ ├── BUILD.bazel │ │ │ └── SideEffectStep.scala │ │ │ └── transport_marshaller │ │ │ ├── BUILD.bazel │ │ │ └── TransportMarshallerStep.scala │ │ ├── product │ │ ├── BUILD │ │ ├── ProductParamConfig.scala │ │ ├── ProductParamConfigBuilder.scala │ │ ├── guice │ │ │ ├── BUILD │ │ │ ├── ProductScope.scala │ │ │ ├── ProductScopeModule.scala │ │ │ └── SimpleScope.scala │ │ └── registry │ │ │ ├── BUILD │ │ │ ├── ProductParamRegistry.scala │ │ │ ├── ProductPipelineRegistry.scala │ │ │ └── ProductPipelineRegistryConfig.scala │ │ ├── quality_factor │ │ ├── BUILD │ │ ├── Bounds.scala │ │ ├── LinearLatencyQualityFactor.scala │ │ ├── LinearLatencyQualityFactorObserver.scala │ │ ├── QualityFactor.scala │ │ ├── QualityFactorConfig.scala │ │ ├── QualityFactorObserver.scala │ │ ├── QualityFactorStatus.scala │ │ ├── QueriesPerSecondBasedQualityFactor.scala │ │ ├── QueriesPerSecondBasedQualityFactorObserver.scala │ │ └── QueryRateCounter.scala │ │ ├── service │ │ ├── BUILD │ │ ├── Executor.scala │ │ ├── ExecutorObserver.scala │ │ ├── ExecutorResult.scala │ │ ├── async_feature_map_executor │ │ │ ├── AsyncFeatureMapExecutor.scala │ │ │ └── BUILD │ │ ├── candidate_decorator_executor │ │ │ ├── BUILD │ │ │ ├── CandidateDecoratorExecutor.scala │ │ │ └── CandidateDecoratorExecutorResult.scala │ │ ├── candidate_feature_hydrator_executor │ │ │ ├── BUILD │ │ │ ├── CandidateFeatureHydratorExecutor.scala │ │ │ └── CandidateFeatureHydratorExecutorResult.scala │ │ ├── candidate_feature_transformer_executor │ │ │ ├── BUILD │ │ │ ├── CandidateFeatureTransformerExecutor.scala │ │ │ └── CandidateFeatureTransformerExecutorResult.scala │ │ ├── candidate_pipeline_executor │ │ │ ├── BUILD │ │ │ ├── CandidatePipelineExecutor.scala │ │ │ └── CandidatePipelineExecutorResult.scala │ │ ├── candidate_source_executor │ │ │ ├── BUILD │ │ │ ├── CandidateSourceExecutor.scala │ │ │ └── CandidateSourceExecutorResult.scala │ │ ├── component_registry │ │ │ ├── BUILD │ │ │ ├── ComponentRegistry.scala │ │ │ └── RegisteredComponent.scala │ │ ├── debug_query │ │ │ ├── AuthorizationService.scala │ │ │ ├── BUILD │ │ │ ├── DebugQueryNotSupportedService.scala │ │ │ ├── DebugQueryService.scala │ │ │ └── ParamsSerializerModule.scala │ │ ├── domain_marshaller_executor │ │ │ ├── BUILD │ │ │ └── DomainMarshallerExecutor.scala │ │ ├── feature_hydrator_observer │ │ │ ├── BUILD │ │ │ └── FeatureHydratorObserver.scala │ │ ├── filter_executor │ │ │ ├── BUILD │ │ │ ├── FilterExecutor.scala │ │ │ └── FilterExecutorResult.scala │ │ ├── gate_executor │ │ │ ├── BUILD │ │ │ ├── ExecutedGateResult.scala │ │ │ ├── GateExecutor.scala │ │ │ ├── GateExecutorResult.scala │ │ │ └── StoppedGateException.scala │ │ ├── group_results_executor │ │ │ ├── BUILD │ │ │ └── GroupResultsExecutor.scala │ │ ├── pipeline_execution_logger │ │ │ ├── AllowListedPipelineExecutionLogger.scala │ │ │ ├── BUILD │ │ │ └── PipelineExecutionLogger.scala │ │ ├── pipeline_executor │ │ │ ├── BUILD │ │ │ ├── PipelineExecutor.scala │ │ │ └── PipelineExecutorResult.scala │ │ ├── pipeline_result_side_effect_executor │ │ │ ├── BUILD │ │ │ └── PipelineResultSideEffectExecutor.scala │ │ ├── pipeline_selector_executor │ │ │ ├── BUILD │ │ │ ├── PipelineSelectorExecutor.scala │ │ │ └── PipelineSelectorExecutorResult.scala │ │ ├── quality_factor_executor │ │ │ ├── BUILD │ │ │ └── QualityFactorExecutorResult.scala │ │ ├── query_feature_hydrator_executor │ │ │ ├── AsyncIndividualFeatureHydratorResultSerializer.scala │ │ │ ├── BUILD │ │ │ └── QueryFeatureHydratorExecutor.scala │ │ ├── scoring_pipeline_executor │ │ │ ├── BUILD │ │ │ ├── ScoringPipelineExecutor.scala │ │ │ └── ScoringPipelineExecutorResult.scala │ │ ├── selector_executor │ │ │ ├── BUILD │ │ │ ├── SelectorExecutor.scala │ │ │ └── SelectorExecutorResult.scala │ │ ├── slice │ │ │ ├── BUILD │ │ │ └── SliceService.scala │ │ ├── transformer_executor │ │ │ ├── BUILD │ │ │ ├── PerCandidateTransformerExecutor.scala │ │ │ └── TransformerExecutor.scala │ │ ├── transport_marshaller_executor │ │ │ ├── BUILD │ │ │ └── TransportMarshallerExecutor.scala │ │ ├── urp │ │ │ ├── BUILD │ │ │ └── UrpService.scala │ │ └── urt │ │ │ ├── BUILD │ │ │ └── UrtService.scala │ │ └── util │ │ ├── BUILD │ │ ├── FuturePools.scala │ │ ├── OffloadFuturePools.scala │ │ └── SortIndexBuilder.scala └── shared-library │ └── src │ └── main │ └── scala │ └── com │ └── twitter │ └── product_mixer │ └── shared_library │ ├── http_client │ ├── BUILD │ ├── FinagleHttpClientBuilder.scala │ ├── FinagleHttpClientWithProxyBuilder.scala │ └── HttpHostPort.scala │ ├── manhattan_client │ ├── BUILD │ └── ManhattanClientBuilder.scala │ ├── memcached_client │ ├── BUILD │ └── MemcachedClientBuilder.scala │ ├── observer │ ├── BUILD │ ├── Observer.scala │ ├── ResultsObserver.scala │ └── ResultsStatsObserver.scala │ └── thrift_client │ ├── BUILD │ └── FinagleThriftClientBuilder.scala ├── pushservice ├── BUILD.bazel ├── README.md └── src │ └── main │ ├── python │ └── models │ │ ├── heavy_ranking │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── deep_norm.py │ │ ├── eval.py │ │ ├── features.py │ │ ├── graph.py │ │ ├── lib │ │ │ ├── BUILD │ │ │ ├── layers.py │ │ │ ├── model.py │ │ │ └── params.py │ │ ├── model_pools.py │ │ ├── params.py │ │ ├── run_args.py │ │ └── update_warm_start_checkpoint.py │ │ ├── libs │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── customized_full_sparse.py │ │ ├── get_feat_config.py │ │ ├── graph_utils.py │ │ ├── group_metrics.py │ │ ├── initializer.py │ │ ├── light_ranking_metrics.py │ │ ├── metric_fn_utils.py │ │ ├── model_args.py │ │ ├── model_utils.py │ │ └── warm_start_utils.py │ │ └── light_ranking │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── deep_norm.py │ │ ├── eval_model.py │ │ └── model_pools_mlp.py │ └── scala │ └── com │ └── twitter │ └── frigate │ └── pushservice │ ├── BUILD.bazel │ ├── PushMixerThriftServerWarmupHandler.scala │ ├── PushServiceMain.scala │ ├── adaptor │ ├── ContentRecommenderMixerAdaptor.scala │ ├── EarlyBirdFirstDegreeCandidateAdaptor.scala │ ├── ExploreVideoTweetCandidateAdaptor.scala │ ├── FRSTweetCandidateAdaptor.scala │ ├── GenericCandidateAdaptor.scala │ ├── HighQualityTweetsAdaptor.scala │ ├── ListsToRecommendCandidateAdaptor.scala │ ├── LoggedOutPushCandidateSourceGenerator.scala │ ├── OnboardingPushCandidateAdaptor.scala │ ├── PushCandidateSourceGenerator.scala │ ├── TopTweetImpressionsCandidateAdaptor.scala │ ├── TopTweetsByGeoAdaptor.scala │ ├── TrendsCandidatesAdaptor.scala │ └── TripGeoCandidatesAdaptor.scala │ ├── config │ ├── Config.scala │ ├── DeployConfig.scala │ ├── ExperimentsWithStats.scala │ ├── ProdConfig.scala │ ├── StagingConfig.scala │ └── mlconfig │ │ └── DeepbirdV2ModelConfig.scala │ ├── controller │ └── PushServiceController.scala │ ├── exception │ ├── DisplayLocationNotSupportedException.scala │ ├── InvalidSportDomainException.scala │ ├── TweetNTabRequestHydratorException.scala │ ├── UnsupportedCrtException.scala │ └── UttEntityNotFoundException.scala │ ├── ml │ ├── HealthFeatureGetter.scala │ ├── HydrationContextBuilder.scala │ └── PushMLModelScorer.scala │ ├── model │ ├── DiscoverTwitter.scala │ ├── F1FirstdegreeTweet.scala │ ├── ListRecommendationPushCandidate.scala │ ├── MagicFanoutCreatorEventPushCandidate.scala │ ├── MagicFanoutEventPushCandidate.scala │ ├── MagicFanoutHydratedCandidate.scala │ ├── MagicFanoutNewsEvent.scala │ ├── MagicFanoutProductLaunchPushCandidate.scala │ ├── MagicFanoutSportsPushCandidate.scala │ ├── OutOfNetworkTweetPushCandidate.scala │ ├── PushTypes.scala │ ├── ScheduledSpaceSpeaker.scala │ ├── ScheduledSpaceSubscriber.scala │ ├── SubscribedSearchTweetPushCandidate.scala │ ├── TopTweetImpressionsPushCandidate.scala │ ├── TopicProofTweetPushCandidate.scala │ ├── TrendTweetPushCandidate.scala │ ├── TripTweetPushCandidate.scala │ ├── TweetAction.scala │ ├── TweetFavorite.scala │ ├── TweetRetweet.scala │ ├── candidate │ │ ├── CopyInfo.scala │ │ ├── MLScores.scala │ │ ├── QualityScribing.scala │ │ └── Scriber.scala │ ├── ibis │ │ ├── CustomConfigurationMapForIbis.scala │ │ ├── DiscoverTwitterPushIbis2Hydrator.scala │ │ ├── F1FirstDegreeTweetIbis2Hydrator.scala │ │ ├── Ibis2Hydrator.scala │ │ ├── InlineActionIbis2Hydrator.scala │ │ ├── ListIbis2Hydrator.scala │ │ ├── MagicFanoutCreatorEventIbis2Hydrator.scala │ │ ├── MagicFanoutNewsEventIbis2Hydrator.scala │ │ ├── MagicFanoutProductLaunchIbis2Hydrator.scala │ │ ├── MagicFanoutSportsEventIbis2Hydrator.scala │ │ ├── OutOfNetworkTweetIbis2Hydrator.scala │ │ ├── OverrideForIbis2Request.scala │ │ ├── PushOverrideInfo.scala │ │ ├── RankedSocialContextIbis2Hydrator.scala │ │ ├── ScheduledSpaceSpeakerIbis2Hydrator.scala │ │ ├── ScheduledSpaceSubscriberIbis2Hydrator.scala │ │ ├── SubscribedSearchTweetIbis2Hydrator.scala │ │ ├── TopTweetImpressionsCandidateIbis2Hydrator.scala │ │ ├── TopicProofTweetIbis2Hydrator.scala │ │ ├── TrendTweetIbis2Hydrator.scala │ │ ├── TweetCandidateIbis2Hydrator.scala │ │ ├── TweetFavoriteIbis2Hydrator.scala │ │ └── TweetRetweetIbis2Hydrator.scala │ └── ntab │ │ ├── CandidateNTabCopy.scala │ │ ├── DiscoverTwitterNtabRequestHydrator.scala │ │ ├── EventNTabRequestHydrator.scala │ │ ├── F1FirstDegreeTweetNTabRequestHydrator.scala │ │ ├── ListCandidateNTabRequestHydrator.scala │ │ ├── MagicFanoutCreatorEventNtabRequestHydrator.scala │ │ ├── MagicFanoutNewsEventNTabRequestHydrator.scala │ │ ├── MagicFanoutProductLaunchNtabRequestHydrator.scala │ │ ├── MagicFanoutSportsEventNTabRequestHydrator.scala │ │ ├── NTabRequest.scala │ │ ├── NTabRequestHydrator.scala │ │ ├── NTabSocialContext.scala │ │ ├── OutOfNetworkTweetNTabRequestHydrator.scala │ │ ├── ScheduledSpaceNTabRequestHydrator.scala │ │ ├── SubscribedSearchTweetNtabRequestHydrator.scala │ │ ├── TopTweetImpressionsNTabRequestHydrator.scala │ │ ├── TopicProofTweetNtabRequestHydrator.scala │ │ ├── TrendTweetNtabHydrator.scala │ │ ├── TweetFavoriteNTabRequestHydrator.scala │ │ ├── TweetNTabRequestHydrator.scala │ │ └── TweetRetweetNTabRequestHydrator.scala │ ├── module │ ├── DeployConfigModule.scala │ ├── FilterModule.scala │ ├── FlagModule.scala │ ├── LoggedOutPushTargetUserBuilderModule.scala │ ├── PushHandlerModule.scala │ ├── PushServiceDarkTrafficModule.scala │ ├── PushTargetUserBuilderModule.scala │ └── ThriftWebFormsModule.scala │ ├── params │ ├── DeciderKey.scala │ ├── PushConstants.scala │ ├── PushEnums.scala │ ├── PushFeatureSwitchParams.scala │ ├── PushFeatureSwitches.scala │ ├── PushMLModelParams.scala │ ├── PushParams.scala │ ├── PushServiceTunableKeys.scala │ └── ShardParams.scala │ ├── predicate │ ├── BigFilteringEpsilonGreedyExplorationPredicate.scala │ ├── BqmlHealthModelPredicates.scala │ ├── BqmlQualityModelPredicates.scala │ ├── CaretFeedbackHistoryFilter.scala │ ├── CasLockPredicate.scala │ ├── CrtDeciderPredicate.scala │ ├── DiscoverTwitterPredicate.scala │ ├── FatiguePredicate.scala │ ├── HealthPredicates.scala │ ├── JointDauAndQualityModelPredicate.scala │ ├── ListPredicates.scala │ ├── LoggedOutPreRankingPredicates.scala │ ├── LoggedOutTargetPredicates.scala │ ├── MlModelsHoldbackExperimentPredicate.scala │ ├── OONSpreadControlPredicate.scala │ ├── OONTweetNegativeFeedbackBasedPredicate.scala │ ├── OutOfNetworkCandidatesQualityPredicates.scala │ ├── PNegMultimodalPredicates.scala │ ├── PostRankingPredicateHelper.scala │ ├── PreRankingPredicates.scala │ ├── PredicatesForCandidate.scala │ ├── SGSPredicatesForCandidate.scala │ ├── ScarecrowPredicate.scala │ ├── SpacePredicate.scala │ ├── TargetEngagementPredicate.scala │ ├── TargetNtabCaretClickFatiguePredicate.scala │ ├── TargetPredicates.scala │ ├── TopTweetImpressionsPredicates.scala │ ├── TweetEngagementRatioPredicate.scala │ ├── TweetLanguagePredicate.scala │ ├── TweetWithheldContentPredicate.scala │ ├── event │ │ └── EventPredicatesForCandidate.scala │ ├── magic_fanout │ │ ├── MagicFanoutPredicatesForCandidate.scala │ │ ├── MagicFanoutPredicatesUtil.scala │ │ ├── MagicFanoutSportsUtil.scala │ │ └── MagicFanoutTargetingPredicateWrappersForCandidate.scala │ ├── ntab_caret_fatigue │ │ ├── CRTBasedNtabCaretClickFatiguePredicates.scala │ │ ├── ContinuousFunction.scala │ │ ├── FeedbackModel.scala │ │ ├── MagicFanoutNtabCaretFatiguePredicate.scala │ │ ├── NtabCaretClickCandidateFatiguePredicate.scala │ │ ├── NtabCaretClickFatiguePredicate.scala │ │ ├── NtabCaretClickFatigueUtils.scala │ │ └── RecTypeNtabCaretFatiguePredicate.scala │ ├── package.scala │ └── quality_model_predicate │ │ ├── OpenOrNtabClickQualityPredicate.scala │ │ ├── QualityPredicateCommon.scala │ │ └── QualityPredicateMap.scala │ ├── rank │ ├── CRTBoostRanker.scala │ ├── CRTDownRanker.scala │ ├── LoggedOutRanker.scala │ ├── ModelBasedRanker.scala │ ├── PushserviceRanker.scala │ ├── RFPHLightRanker.scala │ ├── RFPHRanker.scala │ └── SubscriptionCreatorRanker.scala │ ├── refresh_handler │ ├── LoggedOutRefreshForPushHandler.scala │ ├── PushCandidateHydrator.scala │ ├── RFPHFeatureHydrator.scala │ ├── RFPHPrerankFilter.scala │ ├── RFPHRestrictStep.scala │ ├── RFPHStatsRecorder.scala │ ├── RefreshForPushHandler.scala │ ├── RefreshForPushNotifier.scala │ └── cross │ │ ├── BaseCopyFramework.scala │ │ ├── CandidateCopyExpansion.scala │ │ ├── CandidateCopyPair.scala │ │ ├── CandidateToCopy.scala │ │ ├── CopyFilters.scala │ │ └── CopyPredicates.scala │ ├── scriber │ └── MrRequestScribeHandler.scala │ ├── send_handler │ ├── SendHandler.scala │ ├── SendHandlerPushCandidateHydrator.scala │ └── generator │ │ ├── CandidateGenerator.scala │ │ ├── MagicFanoutCreatorEventCandidateGenerator.scala │ │ ├── MagicFanoutNewsEventCandidateGenerator.scala │ │ ├── MagicFanoutProductLaunchCandidateGenerator.scala │ │ ├── MagicFanoutSportsEventCandidateGenerator.scala │ │ ├── PushRequestToCandidate.scala │ │ ├── ScheduledSpaceSpeakerCandidateGenerator.scala │ │ └── ScheduledSpaceSubscriberCandidateGenerator.scala │ ├── store │ ├── ContentMixerStore.scala │ ├── CopySelectionServiceStore.scala │ ├── CrMixerTweetStore.scala │ ├── ExploreRankerStore.scala │ ├── FollowRecommendationsStore.scala │ ├── IbisStore.scala │ ├── InterestDiscoveryStore.scala │ ├── LabeledPushRecsDecideredStore.scala │ ├── LexServiceStore.scala │ ├── NTabHistoryStore.scala │ ├── OCFPromptHistoryStore.scala │ ├── OnlineUserHistoryStore.scala │ ├── OpenAppUserStore.scala │ ├── SocialGraphServiceProcessStore.scala │ ├── SoftUserFollowingStore.scala │ ├── TweetImpressionsStore.scala │ ├── TweetTranslationStore.scala │ └── UttEntityHydrationStore.scala │ ├── take │ ├── CandidateNotifier.scala │ ├── LoggedOutRefreshForPushNotifier.scala │ ├── NotificationSender.scala │ ├── NotificationServiceSender.scala │ ├── SendHandlerNotifier.scala │ ├── candidate_validator │ │ ├── CandidateValidator.scala │ │ ├── RFPHCandidateValidator.scala │ │ ├── SendHandlerPostCandidateValidator.scala │ │ └── SendHandlerPreCandidateValidator.scala │ ├── channel_selection │ │ ├── ChannelCandidate.scala │ │ ├── ChannelSelector.scala │ │ └── NtabOnlyChannelSelector.scala │ ├── history │ │ ├── EventBusWriter.scala │ │ └── HistoryWriter.scala │ ├── predicates │ │ ├── BasicRFPHPredicates.scala │ │ ├── BasicSendHandlerPredicates.scala │ │ ├── BasicTweetPredicates.scala │ │ ├── BasicTweetPredicatesForRFPH.scala │ │ ├── OutOfNetworkTweetPredicates.scala │ │ ├── TakeCommonPredicates.scala │ │ └── candidate_map │ │ │ ├── CandidatePredicatesMap.scala │ │ │ └── SendHandlerCandidatePredicatesMap.scala │ └── sender │ │ ├── Ibis2Sender.scala │ │ └── NtabSender.scala │ ├── target │ ├── CustomFSFields.scala │ ├── LoggedOutPushTargetUserBuilder.scala │ ├── PushTargetUserBuilder.scala │ ├── RFPHTargetPredicateGenerator.scala │ ├── TargetAppPermissions.scala │ └── TargetScoringDetails.scala │ └── util │ ├── AdaptorUtils.scala │ ├── AdhocStatsUtil.scala │ ├── Candidate2FrigateNotification.scala │ ├── CandidateHydrationUtil.scala │ ├── CandidateUtil.scala │ ├── CopyUtil.scala │ ├── EmailLandingPageExperimentUtil.scala │ ├── FunctionalUtil.scala │ ├── IbisScribeTargets.scala │ ├── InlineActionUtil.scala │ ├── MediaAnnotationsUtil.scala │ ├── MinDurationModifierCalculator.scala │ ├── MrUserStateUtil.scala │ ├── NsfwPersonalizationUtil.scala │ ├── OverrideNotificationUtil.scala │ ├── PushAdaptorUtil.scala │ ├── PushAppPermissionUtil.scala │ ├── PushCapUtil.scala │ ├── PushDeviceUtil.scala │ ├── PushIbisUtil.scala │ ├── PushToHomeUtil.scala │ ├── RFPHTakeStepUtil.scala │ ├── RelationshipUtil.scala │ ├── ResponseStatsTrackUtils.scala │ ├── SendHandlerPredicateUtil.scala │ └── TopicsUtil.scala ├── recos-injector ├── BUILD.bazel ├── CONFIG.ini ├── README.md └── server │ ├── BUILD │ ├── config │ ├── BUILD │ ├── change_log_config.ini │ └── decider.yml │ └── src │ └── main │ └── scala │ └── com │ └── twitter │ └── recosinjector │ ├── BUILD │ ├── Main.scala │ ├── clients │ ├── BUILD │ ├── Gizmoduck.scala │ ├── RecosHoseEntitiesCache.scala │ ├── SocialGraph.scala │ ├── Tweetypie.scala │ └── UrlResolver.scala │ ├── config │ ├── BUILD │ ├── CacheConfig.scala │ ├── Config.scala │ ├── DeployConfig.scala │ ├── ProdConfig.scala │ └── StagingConfig.scala │ ├── decider │ ├── BUILD │ └── RecosInjectorDecider.scala │ ├── edges │ ├── BUILD │ ├── Edges.scala │ ├── EventToMessageBuilder.scala │ ├── SocialWriteEventToUserUserGraphBuilder.scala │ ├── TimelineEventToUserTweetEntityGraphBuilder.scala │ ├── TimelineEventToUserTweetGraphBuilder.scala │ ├── TweetEventToUserTweetEntityGraphBuilder.scala │ ├── TweetEventToUserTweetGraphBuilder.scala │ ├── TweetEventToUserUserGraphBuilder.scala │ ├── UnifiedUserActionToUserAdGraphBuilder.scala │ ├── UnifiedUserActionToUserTweetGraphPlusBuilder.scala │ ├── UnifiedUserActionToUserVideoGraphBuilder.scala │ └── UserTweetEntityEdgeBuilder.scala │ ├── event_processors │ ├── BUILD │ ├── EventBusProcessor.scala │ ├── SocialWriteEventProcessor.scala │ ├── TimelineEventProcessor.scala │ └── TweetEventProcessor.scala │ ├── filters │ ├── BUILD │ ├── NullCastTweetFilter.scala │ ├── TweetFilter.scala │ └── UserFilter.scala │ ├── publishers │ ├── BUILD │ └── KafkaEventPublisher.scala │ ├── util │ ├── BUILD │ └── EventDetails.scala │ └── uua_processors │ ├── BUILD │ ├── UnifiedUserActionProcessor.scala │ └── UnifiedUserActionsConsumer.scala ├── representation-manager ├── BUILD.bazel ├── README.md ├── bin │ └── deploy.sh ├── client │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── representation_manager │ │ ├── BUILD │ │ ├── StoreBuilder.scala │ │ └── config │ │ ├── BUILD │ │ ├── ClientConfig.scala │ │ └── InMemoryCacheConfig.scala └── server │ ├── BUILD │ └── src │ └── main │ ├── resources │ ├── BUILD │ ├── config │ │ └── decider.yml │ └── logback.xml │ ├── scala │ └── com │ │ └── twitter │ │ └── representation_manager │ │ ├── BUILD │ │ ├── RepresentationManagerFedServer.scala │ │ ├── columns │ │ ├── BUILD │ │ ├── ColumnConfigBase.scala │ │ ├── topic │ │ │ ├── BUILD │ │ │ ├── LocaleEntityIdSimClustersEmbeddingCol.scala │ │ │ └── TopicIdSimClustersEmbeddingCol.scala │ │ ├── tweet │ │ │ ├── BUILD │ │ │ └── TweetSimClustersEmbeddingCol.scala │ │ └── user │ │ │ ├── BUILD │ │ │ └── UserSimClustersEmbeddingCol.scala │ │ ├── common │ │ ├── BUILD │ │ ├── MemCacheConfig.scala │ │ └── RepresentationManagerDecider.scala │ │ ├── migration │ │ ├── BUILD │ │ └── LegacyRMS.scala │ │ ├── modules │ │ ├── BUILD │ │ ├── CacheModule.scala │ │ ├── InterestsThriftClientModule.scala │ │ ├── LegacyRMSConfigModule.scala │ │ ├── StoreModule.scala │ │ ├── TimerModule.scala │ │ └── UttClientModule.scala │ │ └── store │ │ ├── BUILD │ │ ├── DeciderConstants.scala │ │ ├── TopicSimClustersEmbeddingStore.scala │ │ ├── TweetSimClustersEmbeddingStore.scala │ │ └── UserSimClustersEmbeddingStore.scala │ └── thrift │ ├── BUILD │ └── com │ └── twitter │ └── representation_manager │ └── service.thrift ├── representation-scorer ├── BUILD.bazel ├── README.md ├── bin │ ├── canary-check.sh │ ├── deploy.sh │ └── remote-debug-tunnel.sh ├── docs │ └── index.rst └── server │ ├── BUILD │ └── src │ └── main │ ├── resources │ ├── BUILD │ ├── com │ │ └── twitter │ │ │ └── slo │ │ │ └── slo.json │ ├── config │ │ └── decider.yml │ └── logback.xml │ ├── scala │ └── com │ │ └── twitter │ │ └── representationscorer │ │ ├── BUILD │ │ ├── RepresentationScorerFedServer.scala │ │ ├── columns │ │ ├── BUILD │ │ ├── Info.scala │ │ ├── ListScoreColumn.scala │ │ ├── ScoreColumn.scala │ │ ├── SimClustersRecentEngagementSimilarityColumn.scala │ │ └── SimClustersRecentEngagementSimilarityUserTweetEdgeColumn.scala │ │ ├── common │ │ ├── BUILD │ │ ├── DeciderConstants.scala │ │ ├── RepresentationScorerDecider.scala │ │ └── package.scala │ │ ├── modules │ │ ├── BUILD │ │ ├── CacheModule.scala │ │ ├── EmbeddingStoreModule.scala │ │ ├── RMSConfigModule.scala │ │ └── TimerModule.scala │ │ ├── scorestore │ │ ├── BUILD │ │ ├── ScoreStore.scala │ │ ├── TopicTweetCertoScoreStore.scala │ │ ├── TopicTweetRankingScoreStore.scala │ │ └── TopicTweetsCosineSimilarityAggregateStore.scala │ │ └── twistlyfeatures │ │ ├── BUILD │ │ ├── Engagements.scala │ │ ├── ScoreResult.scala │ │ ├── Scorer.scala │ │ ├── UserSignalServiceRecentEngagementsClient.scala │ │ └── UserSignalServiceRecentEngagementsClientModule.scala │ └── thrift │ ├── BUILD │ └── com │ └── twitter │ └── representationscorer │ └── service.thrift ├── science └── search │ └── ingester │ └── config │ ├── README.md │ ├── pipeline-indexer.userupdates.xml │ ├── pipeline-ingester.protected.xml │ ├── pipeline-ingester.realtime.xml │ └── pipeline-ingester.realtime_cg.xml ├── simclusters-ann ├── BUILD.bazel ├── README.md ├── server │ ├── BUILD │ └── src │ │ └── main │ │ ├── resources │ │ ├── BUILD │ │ ├── config │ │ │ └── decider.yml │ │ └── logback.xml │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── simclustersann │ │ ├── BUILD │ │ ├── SimclustersAnnServer.scala │ │ ├── SimclustersAnnWarmupHandler.scala │ │ ├── candidate_source │ │ ├── ApproximateCosineSimilarity.scala │ │ ├── BUILD │ │ ├── ExperimentalApproximateCosineSimilarity.scala │ │ ├── OptimizedApproximateCosineSimilarity.scala │ │ └── SimClustersANNCandidateSource.scala │ │ ├── common │ │ ├── BUILD │ │ └── FlagNames.scala │ │ ├── controllers │ │ ├── BUILD │ │ └── SimClustersANNController.scala │ │ ├── exceptions │ │ ├── BUILD │ │ ├── InvalidRequestForSimClustersAnnVariantException.scala │ │ ├── InvalidRequestForSimClustersAnnVariantExceptionMapper.scala │ │ └── MissingClusterConfigForSimClustersAnnVariantException.scala │ │ ├── filters │ │ ├── BUILD │ │ ├── GetTweetCandidatesResponseStatsFilter.scala │ │ └── SimClustersAnnVariantFilter.scala │ │ └── modules │ │ ├── BUILD │ │ ├── CacheModule.scala │ │ ├── ClusterConfigMapperModule.scala │ │ ├── ClusterConfigModule.scala │ │ ├── ClusterTweetIndexProviderModule.scala │ │ ├── CustomMtlsThriftWebFormsModule.scala │ │ ├── EmbeddingStoreModule.scala │ │ ├── FlagsModule.scala │ │ ├── FuturePoolProvider.scala │ │ ├── RateLimiterModule.scala │ │ ├── ServiceNameMapperModule.scala │ │ ├── SimClustersANNCandidateSourceModule.scala │ │ └── StratoClientProviderModule.scala └── thrift │ └── src │ └── main │ └── thrift │ ├── BUILD │ └── simClustersAnn.thrift ├── src ├── java │ └── com │ │ └── twitter │ │ └── search │ │ ├── README.md │ │ ├── common │ │ ├── README.md │ │ ├── converter │ │ │ └── earlybird │ │ │ │ ├── BUILD │ │ │ │ ├── BasicIndexingConverter.java │ │ │ │ ├── CombinedIndexingConverter.java │ │ │ │ ├── DelayedIndexingConverter.java │ │ │ │ └── EncodedFeatureBuilder.java │ │ ├── encoding │ │ │ ├── docvalues │ │ │ │ ├── BUILD │ │ │ │ └── CSFTypeUtil.java │ │ │ └── features │ │ │ │ ├── BUILD │ │ │ │ ├── BinByteNormalizer.java │ │ │ │ ├── ByteNormalizer.java │ │ │ │ ├── ClampByteNormalizer.java │ │ │ │ ├── EncodedFeatures.java │ │ │ │ ├── IntNormalizer.java │ │ │ │ ├── IntegerEncodedFeatures.java │ │ │ │ ├── LogByteNormalizer.java │ │ │ │ ├── PredictionScoreNormalizer.java │ │ │ │ ├── SingleBytePositiveFloatNormalizer.java │ │ │ │ ├── SingleBytePositiveFloatUtil.java │ │ │ │ └── SmartIntegerNormalizer.java │ │ ├── query │ │ │ ├── BUILD │ │ │ ├── BoostUtils.java │ │ │ ├── CollectAnnotationsVisitor.java │ │ │ ├── CollectQueryTypeVisitor.java │ │ │ ├── CollectVariantVisitor.java │ │ │ ├── DefaultFilterWeight.java │ │ │ ├── DocIdFilter.java │ │ │ ├── FieldRankHitInfo.java │ │ │ ├── FieldWeightUtil.java │ │ │ ├── FilteredQuery.java │ │ │ ├── FilteredScorer.java │ │ │ ├── HitAttributeCollector.java │ │ │ ├── HitAttributeHelper.java │ │ │ ├── HitAttributeProvider.java │ │ │ ├── IDDisjunctionQuery.java │ │ │ ├── IdentifiableQuery.java │ │ │ ├── IdentifiableQueryScorer.java │ │ │ ├── IdentifiableQueryWeight.java │ │ │ ├── MappableField.java │ │ │ ├── MultiTermDisjunctionQuery.java │ │ │ ├── QueryCommonFieldHitsVisitor.java │ │ │ ├── QueryHitAttributeHelper.java │ │ │ ├── QueryRankVisitor.java │ │ │ ├── SingleDocDocIdSetIterator.java │ │ │ └── StaticHitAttributeProvider.java │ │ ├── relevance │ │ │ ├── BUILD │ │ │ ├── NGramCache.java │ │ │ ├── TrendsThriftDataServiceManager.java │ │ │ ├── classifiers │ │ │ │ ├── TweetClassifier.java │ │ │ │ ├── TweetEvaluator.java │ │ │ │ ├── TweetOffensiveEvaluator.java │ │ │ │ ├── TweetQualityFeatureExtractor.java │ │ │ │ ├── TweetTextClassifier.java │ │ │ │ ├── TweetTextEvaluator.java │ │ │ │ └── TweetTrendsExtractor.java │ │ │ ├── config │ │ │ │ └── TweetProcessingConfig.java │ │ │ ├── entities │ │ │ │ ├── GeoObject.java │ │ │ │ ├── PotentialLocationObject.java │ │ │ │ ├── TwitterMessage.java │ │ │ │ ├── TwitterMessageUser.java │ │ │ │ ├── TwitterMessageUtil.java │ │ │ │ ├── TwitterQuotedMessage.java │ │ │ │ └── TwitterRetweetMessage.java │ │ │ ├── features │ │ │ │ ├── AgeDecay.java │ │ │ │ ├── BUILD │ │ │ │ ├── EarlybirdDocumentFeatures.java │ │ │ │ ├── FeatureSink.java │ │ │ │ ├── IntNormalizers.java │ │ │ │ ├── MutableFeatureNormalizers.java │ │ │ │ ├── QueryFeatureType.java │ │ │ │ ├── RelevanceSignalConstants.java │ │ │ │ ├── ScoringUtils.java │ │ │ │ ├── TermVector.java │ │ │ │ ├── TweetEngagementFeatures.java │ │ │ │ ├── TweetFeatureType.java │ │ │ │ ├── TweetFeatures.java │ │ │ │ ├── TweetIntegerShingleSignature.java │ │ │ │ ├── TweetSignatureUtil.java │ │ │ │ ├── TweetTextFeatures.java │ │ │ │ ├── TweetTextQuality.java │ │ │ │ └── TweetUserFeatures.java │ │ │ ├── scorers │ │ │ │ ├── TweetScorer.java │ │ │ │ └── TweetTextScorer.java │ │ │ └── text │ │ │ │ ├── LocationUtils.java │ │ │ │ ├── TweetParser.java │ │ │ │ └── VisibleTokenRatioNormalizer.java │ │ ├── schema │ │ │ ├── AnalyzerFactory.java │ │ │ ├── BUILD │ │ │ ├── DynamicSchema.java │ │ │ ├── ImmutableSchema.java │ │ │ ├── NumericField.java │ │ │ ├── SchemaBuilder.java │ │ │ ├── SchemaDocumentFactory.java │ │ │ ├── SchemaUtil.java │ │ │ ├── SearchWhitespaceAnalyzer.java │ │ │ ├── ThriftDocumentBuilder.java │ │ │ ├── base │ │ │ │ ├── BUILD │ │ │ │ ├── EarlybirdFieldType.java │ │ │ │ ├── FeatureConfiguration.java │ │ │ │ ├── FieldNameToIdMapping.java │ │ │ │ ├── FieldWeightDefault.java │ │ │ │ ├── ImmutableSchemaInterface.java │ │ │ │ ├── IndexedNumericFieldSettings.java │ │ │ │ ├── Schema.java │ │ │ │ └── ThriftDocumentUtil.java │ │ │ └── earlybird │ │ │ │ ├── BUILD │ │ │ │ ├── EarlybirdCluster.java │ │ │ │ ├── EarlybirdEncodedFeatures.java │ │ │ │ ├── EarlybirdEncodedFeaturesUtil.java │ │ │ │ ├── EarlybirdFieldConstants.java │ │ │ │ ├── EarlybirdSchemaBuilder.java │ │ │ │ ├── EarlybirdSchemaCreateTool.java │ │ │ │ ├── EarlybirdThriftDocumentBuilder.java │ │ │ │ ├── EarlybirdThriftDocumentUtil.java │ │ │ │ └── FlushVersion.java │ │ ├── search │ │ │ ├── AndNotDocIdSetIterator.java │ │ │ ├── BUILD │ │ │ ├── DelegatingEarlyTerminationCollector.java │ │ │ ├── DocIdTracker.java │ │ │ ├── EarlyTerminationState.java │ │ │ ├── GeoQuadTreeQueryBuilderUtil.java │ │ │ ├── IntArrayDocIdSetIterator.java │ │ │ ├── PairDocIdSetIterator.java │ │ │ ├── QueryCostProvider.java │ │ │ ├── TerminationTracker.java │ │ │ ├── TwitterCollector.java │ │ │ ├── TwitterEarlyTerminationCollector.java │ │ │ ├── TwitterIndexSearcher.java │ │ │ └── termination │ │ │ │ ├── BUILD │ │ │ │ ├── QueryTimeout.java │ │ │ │ ├── QueryTimeoutFactory.java │ │ │ │ ├── QueryTimeoutImpl.java │ │ │ │ ├── TerminationQuery.java │ │ │ │ ├── TerminationQueryScorer.java │ │ │ │ └── TerminationQueryWeight.java │ │ └── util │ │ │ ├── earlybird │ │ │ ├── BUILD │ │ │ ├── EarlybirdResponseMergeUtil.java │ │ │ ├── EarlybirdResponseUtil.java │ │ │ ├── FacetsResultsUtils.java │ │ │ ├── ResponseMergerUtils.java │ │ │ ├── ResultsUtil.java │ │ │ ├── TermStatisticsUtil.java │ │ │ ├── ThriftSearchQueryUtil.java │ │ │ ├── ThriftSearchResultUtil.java │ │ │ └── ThriftSearchResultsRelevanceStatsUtil.java │ │ │ ├── lang │ │ │ ├── BUILD │ │ │ └── ThriftLanguageUtil.java │ │ │ └── ml │ │ │ ├── BUILD │ │ │ ├── EnumBasedLinearModel.java │ │ │ ├── FeatureUtils.java │ │ │ ├── MapBasedLinearModel.java │ │ │ ├── StringMapBasedLinearModel.java │ │ │ ├── models_manager │ │ │ ├── BUILD │ │ │ └── BaseModelsManager.java │ │ │ ├── prediction_engine │ │ │ ├── BUILD │ │ │ ├── BaseLegacyScoreAccumulator.java │ │ │ ├── BaseModelBuilder.java │ │ │ ├── BaseScoreAccumulator.java │ │ │ ├── CompositeFeatureContext.java │ │ │ ├── DecisionForestModelsManager.java │ │ │ ├── DiscretizedFeature.java │ │ │ ├── DiscretizedFeatureRange.java │ │ │ ├── LegacyModelBuilder.java │ │ │ ├── LightweightLinearModel.java │ │ │ ├── ModelBuilder.java │ │ │ ├── ModelLoader.java │ │ │ ├── PredictionEngineModelsManager.java │ │ │ ├── SchemaBasedModelBuilder.java │ │ │ └── SchemaBasedScoreAccumulator.java │ │ │ └── tensorflow_engine │ │ │ ├── BUILD │ │ │ └── TensorflowModelsManager.java │ │ ├── core │ │ └── earlybird │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── facets │ │ │ ├── AbstractFacetCountingArray.java │ │ │ ├── CSFFacetCountIterator.java │ │ │ ├── CompositeFacetCountIterator.java │ │ │ ├── DummyFacetAccumulator.java │ │ │ ├── EarlybirdFacetDocValueSet.java │ │ │ ├── EarlybirdFacets.java │ │ │ ├── EarlybirdFacetsFactory.java │ │ │ ├── FacetAccumulator.java │ │ │ ├── FacetCountAggregator.java │ │ │ ├── FacetCountIterator.java │ │ │ ├── FacetCountIteratorFactory.java │ │ │ ├── FacetCountState.java │ │ │ ├── FacetCountingArray.java │ │ │ ├── FacetCountingArrayWriter.java │ │ │ ├── FacetIDMap.java │ │ │ ├── FacetLabelProvider.java │ │ │ ├── FacetResponseRewriter.java │ │ │ ├── FacetTermCollector.java │ │ │ ├── FacetUtil.java │ │ │ ├── LanguageHistogram.java │ │ │ ├── OptimizedFacetCountingArray.java │ │ │ ├── PerfieldFacetCountAggregator.java │ │ │ ├── SortedSetDocValuesFacetsFactory.java │ │ │ └── SortedSetDocValuesReaderStateHelper.java │ │ │ └── index │ │ │ ├── DocIDToTweetIDMapper.java │ │ │ ├── EarlybirdIndexSegmentAtomicReader.java │ │ │ ├── EarlybirdIndexSegmentData.java │ │ │ ├── EarlybirdIndexSegmentWriter.java │ │ │ ├── EarlybirdIndexableField.java │ │ │ ├── EarlybirdLuceneIndexSegmentAtomicReader.java │ │ │ ├── EarlybirdLuceneIndexSegmentData.java │ │ │ ├── EarlybirdLuceneIndexSegmentWriter.java │ │ │ ├── EarlybirdRealtimeIndexSegmentAtomicReader.java │ │ │ ├── EarlybirdRealtimeIndexSegmentData.java │ │ │ ├── EarlybirdRealtimeIndexSegmentWriter.java │ │ │ ├── QueryCacheResultForSegment.java │ │ │ ├── SequentialDocIDMapper.java │ │ │ ├── TimeMapper.java │ │ │ ├── column │ │ │ ├── AbstractColumnStrideMultiIntIndex.java │ │ │ ├── ColumnStrideByteIndex.java │ │ │ ├── ColumnStrideFieldDocValues.java │ │ │ ├── ColumnStrideFieldIndex.java │ │ │ ├── ColumnStrideIntIndex.java │ │ │ ├── ColumnStrideIntViewIndex.java │ │ │ ├── ColumnStrideLongIndex.java │ │ │ ├── ColumnStrideMultiIntIndex.java │ │ │ ├── ConstantColumnStrideFieldIndex.java │ │ │ ├── DocValuesManager.java │ │ │ ├── DocValuesUpdate.java │ │ │ ├── OptimizedColumnStrideByteIndex.java │ │ │ ├── OptimizedColumnStrideIntIndex.java │ │ │ ├── OptimizedColumnStrideLongIndex.java │ │ │ ├── OptimizedColumnStrideMultiIntIndex.java │ │ │ ├── OptimizedDocValuesManager.java │ │ │ └── UnoptimizedDocValuesManager.java │ │ │ ├── extensions │ │ │ ├── EarlybirdIndexExtensionsData.java │ │ │ ├── EarlybirdIndexExtensionsFactory.java │ │ │ └── EarlybirdRealtimeIndexExtensionsData.java │ │ │ ├── inverted │ │ │ ├── BaseByteBlockPool.java │ │ │ ├── ByteBlockPool.java │ │ │ ├── ByteTermUtils.java │ │ │ ├── DeletedDocs.java │ │ │ ├── EarlybirdCSFDocValuesProcessor.java │ │ │ ├── EarlybirdOptimizedPostingsEnum.java │ │ │ ├── EarlybirdPostingsEnum.java │ │ │ ├── FSTTermDictionary.java │ │ │ ├── HighDFPackedIntsDocsAndPositionsEnum.java │ │ │ ├── HighDFPackedIntsDocsEnum.java │ │ │ ├── HighDFPackedIntsPostingLists.java │ │ │ ├── HighDFPackedIntsSkipListReader.java │ │ │ ├── InMemoryFields.java │ │ │ ├── IndexOptimizer.java │ │ │ ├── IntBlockPool.java │ │ │ ├── IntBlockPoolPackedLongsReader.java │ │ │ ├── IntBlockPoolPackedLongsWriter.java │ │ │ ├── InvertedIndex.java │ │ │ ├── InvertedRealtimeIndex.java │ │ │ ├── InvertedRealtimeIndexWriter.java │ │ │ ├── LowDFPackedIntsPostingLists.java │ │ │ ├── LowDFPackedIntsPostingsEnum.java │ │ │ ├── MPHTermDictionary.java │ │ │ ├── MultiPostingLists.java │ │ │ ├── MultiSegmentTermDictionary.java │ │ │ ├── MultiSegmentTermDictionaryWithFastutil.java │ │ │ ├── MultiSegmentTermDictionaryWithMap.java │ │ │ ├── OptimizedIndexTerms.java │ │ │ ├── OptimizedMemoryIndex.java │ │ │ ├── OptimizedPostingLists.java │ │ │ ├── OptimizingPostingsEnumWrapper.java │ │ │ ├── PackedLongsReaderPreComputedValues.java │ │ │ ├── PayloadUtil.java │ │ │ ├── PostingsBufferQueue.java │ │ │ ├── QueryCostTracker.java │ │ │ ├── RealtimeIndexTerms.java │ │ │ ├── SkipListComparator.java │ │ │ ├── SkipListContainer.java │ │ │ ├── SkipListIntegerComparator.java │ │ │ ├── SkipListPostingList.java │ │ │ ├── SkipListPostingsEnum.java │ │ │ ├── SkipListSearchFinger.java │ │ │ ├── TermDictionary.java │ │ │ ├── TermPointerEncoding.java │ │ │ └── TermsArray.java │ │ │ └── util │ │ │ ├── AllDocsIterator.java │ │ │ ├── RangeDISI.java │ │ │ ├── RangeFilterDISI.java │ │ │ └── SearchSortUtils.java │ │ ├── earlybird │ │ ├── BUILD │ │ ├── CONFIG.ini │ │ ├── Earlybird.java │ │ ├── EarlybirdCPUQualityFactor.java │ │ ├── EarlybirdDarkProxy.java │ │ ├── EarlybirdFinagleServerManager.java │ │ ├── EarlybirdFuturePoolManager.java │ │ ├── EarlybirdIndexConfig.java │ │ ├── EarlybirdMain.java │ │ ├── EarlybirdProductionFinagleServerManager.java │ │ ├── EarlybirdSearcher.java │ │ ├── EarlybirdServer.java │ │ ├── EarlybirdServerSetManager.java │ │ ├── EarlybirdStatus.java │ │ ├── EarlybirdWarmUpManager.java │ │ ├── QualityFactor.java │ │ ├── README.md │ │ ├── RealtimeEarlybirdIndexConfig.java │ │ ├── RecentTweetRestriction.java │ │ ├── ServerSetMember.java │ │ ├── UpdateableEarlybirdStateManager.java │ │ ├── archive │ │ │ ├── ArchiveEarlybirdIndexConfig.java │ │ │ ├── ArchiveHDFSUtils.java │ │ │ ├── ArchiveOnDiskEarlybirdIndexConfig.java │ │ │ ├── ArchiveSearchPartitionManager.java │ │ │ ├── ArchiveSegment.java │ │ │ ├── ArchiveSegmentDataProvider.java │ │ │ ├── ArchiveSegmentUpdater.java │ │ │ ├── ArchiveSegmentVerifier.java │ │ │ ├── ArchiveTimeSlicer.java │ │ │ ├── DailyStatusBatch.java │ │ │ ├── DailyStatusBatches.java │ │ │ ├── PartitionedBatch.java │ │ │ └── segmentbuilder │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── BuiltAndFinalizedSegment.java │ │ │ │ ├── NotYetBuiltSegment.java │ │ │ │ ├── RateLimitingSegmentHandler.java │ │ │ │ ├── SegmentBuilder.java │ │ │ │ ├── SegmentBuilderApp.java │ │ │ │ ├── SegmentBuilderCoordinator.java │ │ │ │ ├── SegmentBuilderMain.java │ │ │ │ ├── SegmentBuilderModule.java │ │ │ │ ├── SegmentBuilderSegment.java │ │ │ │ ├── SegmentConfig.java │ │ │ │ ├── SegmentInfoConstructionException.java │ │ │ │ ├── SegmentUpdaterException.java │ │ │ │ └── SomeoneElseIsBuildingSegment.java │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── Base64RequestResponseForLogging.java │ │ │ ├── CaughtUpMonitor.java │ │ │ ├── ClientIdUtil.java │ │ │ ├── EarlybirdRequestLogger.java │ │ │ ├── EarlybirdRequestPostLogger.java │ │ │ ├── EarlybirdRequestPreLogger.java │ │ │ ├── EarlybirdRequestUtil.java │ │ │ ├── EarlybirdThriftBackend.java │ │ │ ├── NonPagingAssert.java │ │ │ ├── RequestResponseForLogging.java │ │ │ ├── RequestResponsePair.java │ │ │ ├── UnknownClientRequestForLogging.java │ │ │ ├── config │ │ │ │ ├── BUILD │ │ │ │ ├── EarlybirdConfig.java │ │ │ │ └── EarlybirdProperty.java │ │ │ └── userupdates │ │ │ │ ├── BUILD │ │ │ │ ├── UserScrubGeoMap.java │ │ │ │ ├── UserTable.java │ │ │ │ ├── UserTableBuilderFromSnapshot.java │ │ │ │ ├── UserUpdate.java │ │ │ │ └── UserUpdatesChecker.java │ │ ├── config │ │ │ ├── BUILD │ │ │ ├── ServingRange.java │ │ │ ├── TierConfig.java │ │ │ ├── TierInfo.java │ │ │ ├── TierInfoSource.java │ │ │ ├── TierInfoUtil.java │ │ │ ├── TierInfoWrapper.java │ │ │ └── TierServingBoundaryEndPoint.java │ │ ├── document │ │ │ ├── DeletedStatus.java │ │ │ ├── DocumentFactory.java │ │ │ ├── ThriftDocumentPreprocessor.java │ │ │ ├── ThriftIndexingEventDocumentFactory.java │ │ │ ├── ThriftIndexingEventUpdateFactory.java │ │ │ ├── TimeSlicedThriftIndexingEvent.java │ │ │ ├── TruncationTokenStreamWriter.java │ │ │ └── TweetDocument.java │ │ ├── exception │ │ │ ├── AlreadyInServerSetUpdateException.java │ │ │ ├── BadRequestException.java │ │ │ ├── ClientException.java │ │ │ ├── CriticalExceptionHandler.java │ │ │ ├── EarlybirdException.java │ │ │ ├── EarlybirdFinagleServerMonitor.java │ │ │ ├── EarlybirdRuntimeException.java │ │ │ ├── EarlybirdStartupException.java │ │ │ ├── FlushVersionMismatchException.java │ │ │ ├── MissingKafkaTopicException.java │ │ │ ├── MissingUserException.java │ │ │ ├── NotInServerSetUpdateException.java │ │ │ ├── TransientException.java │ │ │ ├── UncaughtExceptionHandler.java │ │ │ └── WrappedKafkaApiException.java │ │ ├── factory │ │ │ ├── EarlybirdIndexConfigUtil.java │ │ │ ├── EarlybirdKafkaConsumersFactory.java │ │ │ ├── EarlybirdServerFactory.java │ │ │ ├── EarlybirdWireModule.java │ │ │ ├── PartitionConfigUtil.java │ │ │ ├── ProductionEarlybirdKafkaConsumersFactory.java │ │ │ └── QueryCacheUpdaterScheduledExecutorService.java │ │ ├── index │ │ │ ├── AbstractInMemoryTimeMapper.java │ │ │ ├── DocValuesBasedTimeMapper.java │ │ │ ├── DocValuesBasedTweetIDMapper.java │ │ │ ├── DocValuesHelper.java │ │ │ ├── EarlybirdSegment.java │ │ │ ├── EarlybirdSegmentFactory.java │ │ │ ├── EarlybirdSingleSegmentSearcher.java │ │ │ ├── OptimizedTimeMapper.java │ │ │ ├── OptimizedTweetIDMapper.java │ │ │ ├── OutOfOrderRealtimeTweetIDMapper.java │ │ │ ├── RealtimeTimeMapper.java │ │ │ ├── TimeMappingWriter.java │ │ │ ├── TweetIDMapper.java │ │ │ ├── TweetIDQuery.java │ │ │ ├── TweetIDToInternalIDMap.java │ │ │ ├── TweetSearchIndexExtensionsFactory.java │ │ │ ├── TweetSearchLuceneIndexExtensionsData.java │ │ │ ├── TweetSearchRealtimeIndexExtensionsData.java │ │ │ └── facets │ │ │ │ ├── BUILD │ │ │ │ └── FacetSkipList.java │ │ ├── ml │ │ │ └── ScoringModelsManager.java │ │ ├── partition │ │ │ ├── AudioSpaceEventsStreamIndexer.java │ │ │ ├── AudioSpaceTable.java │ │ │ ├── BalancingKafkaConsumer.java │ │ │ ├── CompleteSegmentManager.java │ │ │ ├── DynamicPartitionConfig.java │ │ │ ├── EarlybirdIndex.java │ │ │ ├── EarlybirdIndexFlusher.java │ │ │ ├── EarlybirdIndexLoader.java │ │ │ ├── EarlybirdKafkaConsumer.java │ │ │ ├── EarlybirdStartup.java │ │ │ ├── FlowControlException.java │ │ │ ├── HdfsUtil.java │ │ │ ├── ISegmentWriter.java │ │ │ ├── IndexingResultCounts.java │ │ │ ├── InstrumentedQueue.java │ │ │ ├── KafkaStartup.java │ │ │ ├── MultiSegmentTermDictionaryManager.java │ │ │ ├── OptimizationAndFlushingCoordinationLock.java │ │ │ ├── OptimizingSegmentWriter.java │ │ │ ├── PartitionConfig.java │ │ │ ├── PartitionConfigLoader.java │ │ │ ├── PartitionConfigLoadingException.java │ │ │ ├── PartitionManager.java │ │ │ ├── PartitionManagerStartup.java │ │ │ ├── PartitionWriter.java │ │ │ ├── SearchIndexingMetricSet.java │ │ │ ├── SegmentHdfsFlusher.java │ │ │ ├── SegmentIndexStats.java │ │ │ ├── SegmentIndexStatsExporter.java │ │ │ ├── SegmentInfo.java │ │ │ ├── SegmentLoader.java │ │ │ ├── SegmentManager.java │ │ │ ├── SegmentOptimizer.java │ │ │ ├── SegmentSyncConfig.java │ │ │ ├── SegmentSyncInfo.java │ │ │ ├── SegmentVulture.java │ │ │ ├── SegmentWarmer.java │ │ │ ├── SegmentWriter.java │ │ │ ├── SimpleSegmentIndexer.java │ │ │ ├── SimpleStreamIndexer.java │ │ │ ├── SimpleUpdateIndexer.java │ │ │ ├── StartupUserEventIndexer.java │ │ │ ├── StatusBatchFlushVersion.java │ │ │ ├── TimeLimitedHadoopExistsCall.java │ │ │ ├── TweetCreateHandler.java │ │ │ ├── TweetUpdateHandler.java │ │ │ ├── UserPartitionUtil.java │ │ │ ├── UserScrubGeoEventStreamIndexer.java │ │ │ ├── UserUpdatesStreamIndexer.java │ │ │ └── freshstartup │ │ │ │ ├── FreshStartupHandler.java │ │ │ │ ├── KafkaOffsetPair.java │ │ │ │ ├── PostOptimizationUpdatesIndexer.java │ │ │ │ ├── PreOptimizationSegmentIndexer.java │ │ │ │ ├── SegmentBuildInfo.java │ │ │ │ ├── SegmentTweetsIndexingResult.java │ │ │ │ └── SkippedPickedCounter.java │ │ ├── querycache │ │ │ ├── CachedFilterQuery.java │ │ │ ├── CachedResultDocIdSetIterator.java │ │ │ ├── QueryCacheConfig.java │ │ │ ├── QueryCacheConversionRules.java │ │ │ ├── QueryCacheFilter.java │ │ │ ├── QueryCacheManager.java │ │ │ ├── QueryCacheResultCollector.java │ │ │ ├── QueryCacheUpdateTask.java │ │ │ └── QueryCacheUpdater.java │ │ ├── queryparser │ │ │ ├── DetectAntisocialVisitor.java │ │ │ ├── DetectFieldAnnotationVisitor.java │ │ │ ├── EarlybirdLuceneQueryVisitor.java │ │ │ ├── EarlybirdQueryHelper.java │ │ │ ├── HighFrequencyTermPairExtractor.java │ │ │ ├── HighFrequencyTermPairRewriteVisitor.java │ │ │ ├── HighFrequencyTermQueryGroup.java │ │ │ ├── LuceneRelevanceQueryVisitor.java │ │ │ └── ProtectedOperatorQueryRewriter.java │ │ ├── search │ │ │ ├── AbstractResultsCollector.java │ │ │ ├── AntiGamingFilter.java │ │ │ ├── EarlybirdLuceneSearcher.java │ │ │ ├── EarlybirdMultiSegmentSearcher.java │ │ │ ├── GeoQuadTreeQueryBuilder.java │ │ │ ├── Hit.java │ │ │ ├── SearchRequestInfo.java │ │ │ ├── SearchResultsCollector.java │ │ │ ├── SearchResultsInfo.java │ │ │ ├── SimpleSearchResults.java │ │ │ ├── SocialFilter.java │ │ │ ├── SocialSearchResultsCollector.java │ │ │ ├── facets │ │ │ │ ├── AbstractFacetTermCollector.java │ │ │ │ ├── DefaultFacetScorer.java │ │ │ │ ├── EntityAnnotationCollector.java │ │ │ │ ├── ExpandedUrlCollector.java │ │ │ │ ├── ExplainFacetResultsCollector.java │ │ │ │ ├── FacetLabelCollector.java │ │ │ │ ├── FacetRankingModule.java │ │ │ │ ├── FacetResultsCollector.java │ │ │ │ ├── FacetScorer.java │ │ │ │ ├── FacetSearchRequestInfo.java │ │ │ │ ├── HashingAndPruningFacetAccumulator.java │ │ │ │ ├── NamedEntityCollector.java │ │ │ │ ├── RetweetFacetCountIterator.java │ │ │ │ ├── SimpleCountRankingModule.java │ │ │ │ ├── SpaceFacetCollector.java │ │ │ │ ├── TermStatisticsCollector.java │ │ │ │ ├── TermStatisticsRequestInfo.java │ │ │ │ └── TweetSearchFacetCountIteratorFactory.java │ │ │ ├── queries │ │ │ │ ├── BadUserRepFilter.java │ │ │ │ ├── CSFDisjunctionFilter.java │ │ │ │ ├── DocValRangeFilter.java │ │ │ │ ├── FeatureValueInAcceptListOrUnsetFilter.java │ │ │ │ ├── GeoTwoPhaseQuery.java │ │ │ │ ├── MatchAllDocIdSet.java │ │ │ │ ├── MatchAllDocsQuery.java │ │ │ │ ├── RequiredStatusIDsFilter.java │ │ │ │ ├── SimpleTermQuery.java │ │ │ │ ├── SinceMaxIDFilter.java │ │ │ │ ├── SinceUntilFilter.java │ │ │ │ ├── TermQueryWithSafeToString.java │ │ │ │ ├── TimedDocIdSetIterator.java │ │ │ │ ├── UserFlagsExcludeFilter.java │ │ │ │ ├── UserIdMultiSegmentQuery.java │ │ │ │ └── UserScrubGeoFilter.java │ │ │ └── relevance │ │ │ │ ├── LinearScoringData.java │ │ │ │ ├── LinearScoringParams.java │ │ │ │ ├── MinFeatureValueFilter.java │ │ │ │ ├── RelevanceHit.java │ │ │ │ ├── RelevanceSearchRequestInfo.java │ │ │ │ ├── RelevanceSearchResults.java │ │ │ │ ├── ScoreFilterQuery.java │ │ │ │ ├── collectors │ │ │ │ ├── AbstractRelevanceCollector.java │ │ │ │ ├── BatchRelevanceTopCollector.java │ │ │ │ ├── RelevanceAllCollector.java │ │ │ │ └── RelevanceTopCollector.java │ │ │ │ └── scoring │ │ │ │ ├── BatchHit.java │ │ │ │ ├── DefaultScoringFunction.java │ │ │ │ ├── FeatureBasedScoringFunction.java │ │ │ │ ├── LegacyScoreAccumulator.java │ │ │ │ ├── LinearScoringFunction.java │ │ │ │ ├── ModelBasedScoringFunction.java │ │ │ │ ├── RelevanceQuery.java │ │ │ │ ├── RetweetBasedTopTweetsScoringFunction.java │ │ │ │ ├── ScoringFunction.java │ │ │ │ ├── ScoringFunctionProvider.java │ │ │ │ ├── SpamVectorScoringFunction.java │ │ │ │ ├── SparseTensor.java │ │ │ │ ├── TensorflowBasedScoringFunction.java │ │ │ │ └── TestScoringFunction.java │ │ ├── segment │ │ │ ├── DLSegmentDataProvider.java │ │ │ ├── DLSegmentDataReaderSet.java │ │ │ ├── EmptySegmentDataReaderSet.java │ │ │ ├── SegmentDataProvider.java │ │ │ ├── SegmentDataReaderSet.java │ │ │ └── SegmentProvider.java │ │ ├── stats │ │ │ ├── EarlybirdRPCStats.java │ │ │ ├── EarlybirdSearcherStats.java │ │ │ └── SegmentSyncStats.java │ │ ├── tools │ │ │ └── EarlybirdThriftRequestDeserializerUtil.java │ │ └── util │ │ │ ├── ActionLogger.java │ │ │ ├── CoordinatedEarlybirdAction.java │ │ │ ├── CoordinatedEarlybirdActionInterface.java │ │ │ ├── CoordinatedEarlybirdActionLockFailed.java │ │ │ ├── EarlybirdDecider.java │ │ │ ├── EarlybirdSearchResultUtil.java │ │ │ ├── FieldTermCounter.java │ │ │ ├── Histogram.java │ │ │ ├── IndexViewer.java │ │ │ ├── JsonViewerWriter.java │ │ │ ├── OneTaskScheduledExecutorManager.java │ │ │ ├── ParallelUtil.java │ │ │ ├── PeriodicActionParams.java │ │ │ ├── ScheduledExecutorManager.java │ │ │ ├── ScheduledExecutorTask.java │ │ │ ├── ScrubGenUtil.java │ │ │ ├── ShutdownWaitTimeParams.java │ │ │ ├── TermCountMonitor.java │ │ │ ├── TweetCountMonitor.java │ │ │ └── ViewerWriter.java │ │ ├── earlybird_root │ │ ├── BUILD │ │ ├── ClientBackupFilter.java │ │ ├── ClientLatencyFilter.java │ │ ├── EarlybirdCacheCommonModule.java │ │ ├── EarlybirdChainedScatterGatherService.java │ │ ├── EarlybirdCommonModule.java │ │ ├── EarlybirdFullArchiveScatterGatherSupport.java │ │ ├── EarlybirdProtectedScatterGatherSupport.java │ │ ├── EarlybirdProtectedValidationBehavior.java │ │ ├── EarlybirdProtectedWarmup.java │ │ ├── EarlybirdQueryRewriteFilter.java │ │ ├── EarlybirdRealtimeCgScatterGatherSupport.java │ │ ├── EarlybirdRealtimeScatterGatherSupport.java │ │ ├── EarlybirdRootQueryUtils.java │ │ ├── EarlybirdServiceChainBuilder.java │ │ ├── EarlybirdServiceLoggingSupport.java │ │ ├── EarlybirdServicePartitionLoggingSupport.java │ │ ├── EarlybirdServiceScatterGatherSupport.java │ │ ├── EarlybirdServiceValidationBehavior.java │ │ ├── EarlybirdTierThrottleDeciders.java │ │ ├── EarlybirdWarmup.java │ │ ├── ExceptionHandler.java │ │ ├── FullArchiveRootAppMain.java │ │ ├── FullArchiveRootModule.java │ │ ├── FullArchiveRootServer.java │ │ ├── FullArchiveRootService.java │ │ ├── InitializeFilter.java │ │ ├── MultiTierResultsMergeFilter.java │ │ ├── PartitionAccessController.java │ │ ├── ProtectedRootAppMain.java │ │ ├── ProtectedRootAppModule.java │ │ ├── ProtectedRootServer.java │ │ ├── ProtectedRootService.java │ │ ├── ProtectedScatterGatherModule.java │ │ ├── QuotaModule.java │ │ ├── README.md │ │ ├── RealtimeCgRootAppMain.java │ │ ├── RealtimeCgRootAppModule.java │ │ ├── RealtimeCgRootServer.java │ │ ├── RealtimeCgRootService.java │ │ ├── RealtimeCgScatterGatherModule.java │ │ ├── RealtimeRootAppMain.java │ │ ├── RealtimeRootAppModule.java │ │ ├── RealtimeRootServer.java │ │ ├── RealtimeRootService.java │ │ ├── RealtimeScatterGatherModule.java │ │ ├── RootResponseClassifier.java │ │ ├── ScatterGatherModule.java │ │ ├── SkipPartitionFilter.java │ │ ├── SuperRootAppMain.java │ │ ├── SuperRootAppModule.java │ │ ├── SuperRootRequestTypeRouter.java │ │ ├── SuperRootServer.java │ │ ├── SuperRootService.java │ │ ├── caching │ │ │ ├── BUILD │ │ │ ├── CacheCommonUtil.java │ │ │ ├── CacheStats.java │ │ │ ├── DefaultForcedCacheMissDecider.java │ │ │ ├── EarlybirdCachePostProcessor.java │ │ │ ├── EarlybirdRequestPerClientCacheStats.java │ │ │ ├── FacetsCache.java │ │ │ ├── FacetsCacheFilter.java │ │ │ ├── FacetsCacheRequestNormalizer.java │ │ │ ├── FacetsQueryCachePredicate.java │ │ │ ├── FacetsServicePostProcessor.java │ │ │ ├── RecencyAndRelevanceCachePostProcessor.java │ │ │ ├── RecencyCache.java │ │ │ ├── RecencyCacheFilter.java │ │ │ ├── RecencyCacheRequestNormalizer.java │ │ │ ├── RecencyQueryCachePredicate.java │ │ │ ├── RecencyServicePostProcessor.java │ │ │ ├── RelevanceCache.java │ │ │ ├── RelevanceCacheFilter.java │ │ │ ├── RelevanceCacheRequestNormalizer.java │ │ │ ├── RelevanceQueryCachePredicate.java │ │ │ ├── RelevanceServicePostProcessor.java │ │ │ ├── RelevanceZeroResultsCacheFilter.java │ │ │ ├── RelevanceZeroResultsCachePostProcessor.java │ │ │ ├── RelevanceZeroResultsCacheRequestNormalizer.java │ │ │ ├── RelevanceZeroResultsQueryCachePredicate.java │ │ │ ├── RelevanceZeroResultsServicePostProcessor.java │ │ │ ├── StrictRecencyCache.java │ │ │ ├── StrictRecencyCacheFilter.java │ │ │ ├── StrictRecencyQueryCachePredicate.java │ │ │ ├── TermStatsCache.java │ │ │ ├── TermStatsCacheFilter.java │ │ │ ├── TermStatsCacheRequestNormalizer.java │ │ │ ├── TermStatsQueryCachePredicate.java │ │ │ ├── TermStatsServicePostProcessor.java │ │ │ ├── TopTweetsCache.java │ │ │ ├── TopTweetsCacheFilter.java │ │ │ ├── TopTweetsCacheRequestNormalizer.java │ │ │ ├── TopTweetsQueryCachePredicate.java │ │ │ └── TopTweetsServicePostProcessor.java │ │ ├── collectors │ │ │ ├── BUILD │ │ │ ├── MultiwayMergeCollector.java │ │ │ ├── RecencyMergeCollector.java │ │ │ └── RelevanceMergeCollector.java │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── ClientErrorException.java │ │ │ ├── EarlybirdFeatureSchemaMerger.java │ │ │ ├── EarlybirdRequestContext.java │ │ │ ├── EarlybirdRequestType.java │ │ │ ├── EarlybirdRequestUtil.java │ │ │ ├── EarlybirdServiceResponse.java │ │ │ ├── InjectionNames.java │ │ │ ├── QueryParsingUtils.java │ │ │ └── TwitterContextProvider.java │ │ ├── config │ │ │ ├── BUILD.bazel │ │ │ └── RootClusterBoundaryInfo.java │ │ ├── filters │ │ │ ├── BUILD │ │ │ ├── ClientIdArchiveAccessFilter.java │ │ │ ├── ClientIdQueryOperatorStatsFilter.java │ │ │ ├── ClientIdQuotaFilter.java │ │ │ ├── ClientIdTrackingFilter.java │ │ │ ├── ClientRequestTimeFilter.java │ │ │ ├── DeadlineTimeoutStatsFilter.java │ │ │ ├── DisableClientByTierFilter.java │ │ │ ├── DropAllProtectedOperatorFilter.java │ │ │ ├── EarlybirdClusterAvailableFilter.java │ │ │ ├── EarlybirdFeatureSchemaAnnotateFilter.java │ │ │ ├── EarlybirdResponseExceptionHandler.java │ │ │ ├── EarlybirdSuccessfulResponseHandler.java │ │ │ ├── EarlybirdTimeFilterQueryRewriter.java │ │ │ ├── EarlybirdTimeRangeFilter.java │ │ │ ├── FullArchiveProtectedOperatorFilter.java │ │ │ ├── FullArchiveServingRangeProvider.java │ │ │ ├── InitializeRequestContextFilter.java │ │ │ ├── IsUserProtectedMetadataTrackingFilter.java │ │ │ ├── MarkTweetSourceFilter.java │ │ │ ├── MetadataTrackingFilter.java │ │ │ ├── NamedMultiTermDisjunctionStatsFilter.java │ │ │ ├── NullcastTrackingFilter.java │ │ │ ├── PostCacheRequestTypeCountFilter.java │ │ │ ├── PreCacheRequestTypeCountFilter.java │ │ │ ├── QueryLangStatFilter.java │ │ │ ├── QueryOperatorStatFilter.java │ │ │ ├── QueryTokenizerFilter.java │ │ │ ├── RealtimeServingRangeProvider.java │ │ │ ├── RejectRequestsByQuerySourceFilter.java │ │ │ ├── RequestContextToEarlybirdRequestFilter.java │ │ │ ├── RequestResultStatsFilter.java │ │ │ ├── RequestSuccessStatsFilter.java │ │ │ ├── RequestTypeCountFilter.java │ │ │ ├── ResponseCodeStatFilter.java │ │ │ ├── ResultTierCountFilter.java │ │ │ ├── ScatterGatherWithExperimentRedirectsService.java │ │ │ ├── SearchPayloadSizeLocalContextFilter.java │ │ │ ├── SensitiveResultsTrackingFilter.java │ │ │ ├── ServiceExceptionHandlingFilter.java │ │ │ ├── ServiceResponseValidationFilter.java │ │ │ ├── ServingRangeProvider.java │ │ │ ├── StratoAttributionClientIdFilter.java │ │ │ ├── TopLevelExceptionHandlingFilter.java │ │ │ ├── UnsetSuperRootFieldsFilter.java │ │ │ └── VeryRecentTweetsFilter.java │ │ ├── img │ │ │ └── serving.png │ │ ├── mergers │ │ │ ├── AccumulatedResponses.java │ │ │ ├── BUILD │ │ │ ├── EarlyTerminateTierMergePredicate.java │ │ │ ├── EarlybirdResponseDebugMessageBuilder.java │ │ │ ├── EarlybirdResponseMerger.java │ │ │ ├── FacetResponseMerger.java │ │ │ ├── PartitionResponseAccumulator.java │ │ │ ├── RecencyResponseMerger.java │ │ │ ├── RelevanceResponseMerger.java │ │ │ ├── ResponseAccumulator.java │ │ │ ├── StrictRecencyResponseMerger.java │ │ │ ├── SuperRootResponseMerger.java │ │ │ ├── TermStatisticsResponseMerger.java │ │ │ ├── ThriftTermResultsMerger.java │ │ │ ├── TierResponseAccumulator.java │ │ │ ├── TopTweetsResponseMerger.java │ │ │ └── TrimStats.java │ │ ├── quota │ │ │ ├── BUILD │ │ │ ├── ClientIdQuotaManager.java │ │ │ ├── ConfigBasedQuotaConfig.java │ │ │ ├── ConfigRepoBasedQuotaManager.java │ │ │ └── QuotaInfo.java │ │ ├── routers │ │ │ ├── AbstractRecencyAndRelevanceRequestRouter.java │ │ │ ├── BUILD │ │ │ ├── FacetsRequestRouter.java │ │ │ ├── FacetsRequestRouterModule.java │ │ │ ├── RecencyRequestRouter.java │ │ │ ├── RecencyRequestRouterModule.java │ │ │ ├── RelevanceRequestRouter.java │ │ │ ├── RelevanceRequestRouterModule.java │ │ │ ├── RequestRouter.java │ │ │ ├── RequestRouterUtil.java │ │ │ ├── TermStatsRequestRouter.java │ │ │ ├── TermStatsRequestRouterModule.java │ │ │ ├── TopTweetsRequestRouter.java │ │ │ └── TopTweetsRequestRouterModule.java │ │ ├── validators │ │ │ ├── BUILD │ │ │ ├── FacetsResponseValidator.java │ │ │ ├── PassThroughResponseValidator.java │ │ │ ├── SearchResultsValidator.java │ │ │ ├── ServiceResponseValidator.java │ │ │ ├── TermStatsResultsValidator.java │ │ │ └── TopTweetsResultsValidator.java │ │ └── visitors │ │ │ ├── BUILD │ │ │ └── MultiTermDisjunctionPerPartitionVisitor.java │ │ ├── feature_update_service │ │ ├── BUILD │ │ ├── FeatureUpdateController.java │ │ ├── FeatureUpdateResponseClassifier.java │ │ ├── FeatureUpdateServiceThriftServer.java │ │ ├── FeatureUpdateServiceThriftServerMain.java │ │ ├── README.md │ │ ├── filters │ │ │ ├── BUILD │ │ │ └── ClientIdWhitelistFilter.java │ │ ├── modules │ │ │ ├── BUILD │ │ │ ├── ClientIdWhitelistModule.java │ │ │ ├── EarlybirdUtilModule.java │ │ │ ├── FeatureUpdateServiceDiffyModule.java │ │ │ ├── FinagleKafkaProducerModule.java │ │ │ ├── FuturePoolModule.java │ │ │ └── TweetypieModule.java │ │ ├── stats │ │ │ ├── BUILD │ │ │ └── FeatureUpdateStats.java │ │ ├── util │ │ │ ├── BUILD │ │ │ └── FeatureUpdateValidator.java │ │ └── whitelist │ │ │ ├── BUILD │ │ │ └── ClientIdWhitelist.java │ │ ├── img │ │ ├── foryou.png │ │ ├── in-network.png │ │ ├── indexing.png │ │ ├── serving.png │ │ └── top-search.png │ │ └── ingester │ │ ├── BUILD │ │ ├── README.md │ │ ├── model │ │ ├── BUILD │ │ ├── IndexerStatus.java │ │ ├── IngesterThriftVersionedEvents.java │ │ ├── IngesterTweetEvent.java │ │ ├── IngesterTwitterMessage.java │ │ ├── KafkaRawRecord.java │ │ ├── PromiseContainer.java │ │ └── VisibleTokenRatioUtil.java │ │ ├── pipeline │ │ ├── app │ │ │ ├── BUILD │ │ │ ├── IngesterPipelineApplication.java │ │ │ ├── PipelineExceptionImpl.java │ │ │ ├── PipelineExceptionImplV2.java │ │ │ └── RealtimeIngesterPipelineV2.java │ │ ├── strato_fetchers │ │ │ ├── AudioSpaceCoreFetcher.java │ │ │ ├── AudioSpaceParticipantsFetcher.java │ │ │ ├── BUILD │ │ │ └── NamedEntityFetcher.java │ │ ├── twitter │ │ │ ├── AsyncPinkUrlsResolver.java │ │ │ ├── BUILD │ │ │ ├── CollectComparableObjectsStage.java │ │ │ ├── ComputeTweetSignatureStage.java │ │ │ ├── ConvertDelayedMessageToThriftStage.java │ │ │ ├── ConvertMessageToThriftStage.java │ │ │ ├── ConvertToThriftVersionedEventsStage.java │ │ │ ├── EventBusReaderStage.java │ │ │ ├── FieldStatExporter.java │ │ │ ├── FilterEventsBySafetyTypeStage.java │ │ │ ├── FilterRetweetsAndRepliesStage.java │ │ │ ├── FilterTwitterMessageStage.java │ │ │ ├── LookupUserPropertiesBatchedStage.java │ │ │ ├── NamedEntityHandler.java │ │ │ ├── PopulateCodedLocationsBatchedStage.java │ │ │ ├── ResolveCompressedUrlsBatchedStage.java │ │ │ ├── ResolveCompressedUrlsPink.java │ │ │ ├── ResolveCompressedUrlsUtils.java │ │ │ ├── RetrieveCardBatchedStage.java │ │ │ ├── RetrieveNamedEntitiesSingleTweetStage.java │ │ │ ├── RetrieveSpaceAdminsAndTitleStage.java │ │ │ ├── RetrieveSpaceIdsStage.java │ │ │ ├── SingleTweetExtractAndGeocodeLatLonStage.java │ │ │ ├── TextFeatureExtractionWorkersStage.java │ │ │ ├── TextQualityEvaluationWorkerStage.java │ │ │ ├── TextUrlsFeatureExtractionStage.java │ │ │ ├── ThriftTweetParserStage.java │ │ │ ├── ThriftVersionedEventsConverter.java │ │ │ ├── TweetEventDeserializerStage.java │ │ │ ├── TwitterBaseStage.java │ │ │ ├── TwitterBatchedBaseStage.java │ │ │ ├── filters │ │ │ │ ├── BUILD │ │ │ │ └── IngesterValidMessageFilter.java │ │ │ ├── kafka │ │ │ │ ├── BUILD │ │ │ │ ├── DeleteUpdateEventsKafkaProducerStage.java │ │ │ │ ├── KafkaConsumerStage.java │ │ │ │ ├── KafkaProducerStage.java │ │ │ │ ├── KafkaRawRecordConsumerStage.java │ │ │ │ ├── RetweetAndReplyUpdateEventsKafkaProducerStage.java │ │ │ │ └── TweetThriftVersionedEventsKafkaProducerStage.java │ │ │ ├── thriftparse │ │ │ │ ├── BUILD │ │ │ │ ├── ThriftTweetParsingException.java │ │ │ │ └── TweetEventParseHelper.java │ │ │ └── userupdates │ │ │ │ ├── BUILD │ │ │ │ ├── UserUpdateIngester.java │ │ │ │ ├── UserUpdatesPipeline.java │ │ │ │ └── UserUpdatesPipelineStage.java │ │ ├── util │ │ │ ├── BUILD │ │ │ ├── BatchedElement.java │ │ │ ├── BatchingClient.java │ │ │ ├── CardFieldUtil.java │ │ │ ├── IngesterStageTimer.java │ │ │ ├── ManhattanCodedLocationProvider.java │ │ │ ├── PenguinVersionsUtil.java │ │ │ ├── PipelineExceptionHandler.java │ │ │ ├── PipelineStageException.java │ │ │ ├── PipelineStageRuntimeException.java │ │ │ ├── PipelineUtil.java │ │ │ ├── PipelineV2CreationException.java │ │ │ ├── ResponseNotReturnedException.java │ │ │ └── UserPropertiesManager.java │ │ └── wire │ │ │ ├── BUILD │ │ │ ├── IngesterPartitioner.java │ │ │ ├── ProductionWireModule.java │ │ │ ├── StratoMetaStoreWireModule.java │ │ │ ├── TweetyPieWireModule.java │ │ │ └── WireModule.java │ │ └── util │ │ └── jndi │ │ ├── BUILD │ │ └── JndiUtil.java ├── python │ └── twitter │ │ └── deepbird │ │ └── projects │ │ └── timelines │ │ ├── configs │ │ ├── recap_earlybird │ │ │ └── feature_config.py │ │ └── rectweet_earlybird │ │ │ └── feature_config.py │ │ └── scripts │ │ └── models │ │ └── earlybird │ │ ├── BUILD │ │ ├── README.md │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── earlybird_features.png │ │ ├── example_weights.py │ │ ├── lolly │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── data_helpers.py │ │ ├── parsers.py │ │ ├── reader.py │ │ ├── score.py │ │ ├── scorer.py │ │ └── tf_model_initializer_builder.py │ │ ├── metrics.py │ │ ├── tf_model │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── discretizer_builder.py │ │ ├── hashing_utils.py │ │ └── weights_initializer_builder.py │ │ └── train.py ├── scala │ └── com │ │ └── twitter │ │ ├── graph │ │ └── batch │ │ │ ├── BUILD.bazel │ │ │ └── job │ │ │ └── tweepcred │ │ │ ├── ExtractTweepcred.scala │ │ │ ├── PreparePageRankData.scala │ │ │ ├── README │ │ │ ├── Reputation.scala │ │ │ ├── TweepcredBatchJob.scala │ │ │ ├── UserMass.scala │ │ │ └── WeightedPageRank.scala │ │ ├── interaction_graph │ │ ├── README.md │ │ ├── bqe │ │ │ ├── scoring │ │ │ │ ├── README.md │ │ │ │ ├── candidates.sql │ │ │ │ ├── check_models.sql │ │ │ │ ├── follow_graph_features.sql │ │ │ │ └── scoring.sql │ │ │ └── training │ │ │ │ ├── README.md │ │ │ │ ├── candidates.sql │ │ │ │ ├── check_candidates_exist.sql │ │ │ │ ├── check_labels_exist.sql │ │ │ │ ├── labeled_candidates.sql │ │ │ │ └── train_model.sql │ │ ├── injection │ │ │ ├── BUILD │ │ │ ├── EdgeListInjection.scala │ │ │ └── UserSessionInjection.scala │ │ └── scio │ │ │ ├── README.md │ │ │ ├── agg_address_book │ │ │ ├── BUILD │ │ │ ├── InteractionGraphAddressBookCounters.scala │ │ │ ├── InteractionGraphAddressBookJob.scala │ │ │ ├── InteractionGraphAddressBookOption.scala │ │ │ ├── InteractionGraphAddressBookSource.scala │ │ │ ├── InteractionGraphAddressBookUtil.scala │ │ │ └── README.md │ │ │ ├── agg_all │ │ │ ├── BUILD │ │ │ ├── InteractionGraphAggregationConfig.scala │ │ │ ├── InteractionGraphAggregationJob.scala │ │ │ ├── InteractionGraphAggregationOption.scala │ │ │ ├── InteractionGraphAggregationSource.scala │ │ │ ├── InteractionGraphAggregationTransform.scala │ │ │ └── README.md │ │ │ ├── agg_client_event_logs │ │ │ ├── BUILD │ │ │ ├── InteractionGraphClientEventLogsCounters.scala │ │ │ ├── InteractionGraphClientEventLogsJob.scala │ │ │ ├── InteractionGraphClientEventLogsOption.scala │ │ │ ├── InteractionGraphClientEventLogsSource.scala │ │ │ ├── InteractionGraphClientEventLogsUtil.scala │ │ │ └── README.md │ │ │ ├── agg_direct_interactions │ │ │ ├── BUILD │ │ │ ├── InteractionGraphAggDirectInteractionsJob.scala │ │ │ ├── InteractionGraphAggDirectInteractionsOption.scala │ │ │ ├── InteractionGraphAggDirectInteractionsSource.scala │ │ │ ├── InteractionGraphAggDirectInteractionsUtil.scala │ │ │ └── README.md │ │ │ ├── agg_flock │ │ │ ├── BUILD │ │ │ ├── InteractionGraphAggFlockJob.scala │ │ │ ├── InteractionGraphAggFlockOption.scala │ │ │ ├── InteractionGraphAggFlockSource.scala │ │ │ ├── InteractionGraphAggFlockUtil.scala │ │ │ └── README.md │ │ │ ├── agg_negative │ │ │ ├── BUILD │ │ │ ├── InteractionGraphNegativeJob.scala │ │ │ ├── InteractionGraphNegativeOption.scala │ │ │ └── README.md │ │ │ ├── agg_notifications │ │ │ ├── BUILD │ │ │ ├── InteractionGraphNotificationUtil.scala │ │ │ ├── InteractionGraphNotificationsJob.scala │ │ │ ├── InteractionGraphNotificationsOption.scala │ │ │ └── README.md │ │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── CaseClasses.scala │ │ │ ├── ConversionUtil.scala │ │ │ ├── DateUtil.scala │ │ │ ├── EdgeFeatureCombiner.scala │ │ │ ├── FeatureGeneratorUtil.scala │ │ │ ├── FeatureGroups.scala │ │ │ ├── GraphUtil.scala │ │ │ ├── InteractionGraphUtils.scala │ │ │ ├── UserUtil.scala │ │ │ └── VertexFeatureCombiner.scala │ │ │ └── ml │ │ │ ├── labels │ │ │ ├── BUILD │ │ │ ├── InteractionGraphLabelsJob.scala │ │ │ ├── InteractionGraphLabelsOption.scala │ │ │ ├── LabelUtil.scala │ │ │ └── README.md │ │ │ └── scores │ │ │ ├── BUILD │ │ │ ├── InteractionGraphScoreExportJob.scala │ │ │ ├── InteractionGraphScoreExportOption.scala │ │ │ └── README.md │ │ ├── recos │ │ ├── decider │ │ │ ├── BUILD │ │ │ ├── BaseDecider.scala │ │ │ └── EndpointLoadShedder.scala │ │ ├── graph_common │ │ │ ├── ActionEdgeTypeMask.scala │ │ │ ├── BUILD │ │ │ ├── BipartiteGraphHelper.scala │ │ │ ├── FinagleCounterWrapper.scala │ │ │ ├── FinagleStatsReceiverWrapper.scala │ │ │ ├── LeftIndexedPowerLawMultiSegmentBipartiteGraphBuilder.scala │ │ │ ├── MultiSegmentPowerLawBipartiteGraphBuilder.scala │ │ │ ├── NodeInfoHandler.scala │ │ │ ├── NodeMetadataLeftIndexedPowerLawMultiSegmentBipartiteGraphBuilder.scala │ │ │ └── RightNodeMetadataLeftIndexedPowerLawMultiSegmentBipartiteGraphBuilder.scala │ │ ├── hose │ │ │ └── common │ │ │ │ ├── BUILD │ │ │ │ ├── BufferedEdgeWriter.scala │ │ │ │ ├── EdgeCollector.scala │ │ │ │ ├── RecosEdgeProcessor.scala │ │ │ │ ├── UnifiedGraphWriter.scala │ │ │ │ └── UnifiedGraphWriterMulti.scala │ │ ├── user_tweet_entity_graph │ │ │ ├── BUILD │ │ │ ├── EntitySocialProofRunner.scala │ │ │ ├── LoggingUserTweetEntityGraph.scala │ │ │ ├── Main.scala │ │ │ ├── README.md │ │ │ ├── RecommendationHandler.scala │ │ │ ├── RecosConfig.scala │ │ │ ├── SocialProofHandler.scala │ │ │ ├── SocialProofHydrator.scala │ │ │ ├── TweetRecommendationsRunner.scala │ │ │ ├── TweetSocialProofHandler.scala │ │ │ ├── TweetSocialProofRunner.scala │ │ │ ├── UserTweetEdgeTypeMask.scala │ │ │ ├── UserTweetEntityGraph.scala │ │ │ └── UserTweetEntityGraphWriter.scala │ │ ├── user_tweet_graph │ │ │ ├── BUILD │ │ │ ├── Main.scala │ │ │ ├── README.md │ │ │ ├── UserTweetGraph.scala │ │ │ ├── UserTweetGraphConfig.scala │ │ │ ├── UserTweetGraphWriter.scala │ │ │ ├── relatedTweetHandlers │ │ │ │ ├── BUILD │ │ │ │ ├── ConsumersBasedRelatedTweetsHandler.scala │ │ │ │ ├── ProducerBasedRelatedTweetsHandler.scala │ │ │ │ └── TweetBasedRelatedTweetsHandler.scala │ │ │ ├── store │ │ │ │ ├── BUILD │ │ │ │ └── UserRecentFollowersStore.scala │ │ │ └── util │ │ │ │ ├── BUILD │ │ │ │ ├── FetchRHSTweetsUtil.scala │ │ │ │ ├── FilterUtil.scala │ │ │ │ ├── GetAllInternalTweetIdsUtil.scala │ │ │ │ ├── GetRelatedTweetCandidatesUtil.scala │ │ │ │ ├── SampleLHSUsersUtil.scala │ │ │ │ └── UserTweetEdgeTypeMask.scala │ │ ├── user_user_graph │ │ │ ├── BUILD │ │ │ ├── KafkaConfig.scala │ │ │ ├── LoggingUserUserGraph.scala │ │ │ ├── Main.scala │ │ │ ├── README.md │ │ │ ├── RecommendUsersHandler.scala │ │ │ ├── RecosConfig.scala │ │ │ ├── UserEdgeTypeMask.scala │ │ │ ├── UserUserGraph.scala │ │ │ └── UserUserGraphWriter.scala │ │ └── user_video_graph │ │ │ ├── BUILD │ │ │ ├── LoggingUserVideoGraph.scala │ │ │ ├── Main.scala │ │ │ ├── README.md │ │ │ ├── UserVideoEdgeTypeMask.scala │ │ │ ├── UserVideoGraph.scala │ │ │ ├── UserVideoGraphConfig.scala │ │ │ ├── UserVideoGraphEdgeHttpHandler.scala │ │ │ ├── UserVideoGraphWriter.scala │ │ │ ├── relatedTweetHandlers │ │ │ ├── BUILD │ │ │ ├── ConsumersBasedRelatedTweetsHandler.scala │ │ │ ├── ProducerBasedRelatedTweetsHandler.scala │ │ │ └── TweetBasedRelatedTweetsHandler.scala │ │ │ ├── store │ │ │ ├── BUILD │ │ │ └── UserRecentFollowersStore.scala │ │ │ └── util │ │ │ ├── BUILD │ │ │ ├── FetchRHSTweetsUtil.scala │ │ │ ├── FilterUtil.scala │ │ │ ├── GetAllInternalTweetIdsUtil.scala │ │ │ ├── GetRelatedTweetCandidatesUtil.scala │ │ │ └── SampleLHSUsersUtil.scala │ │ ├── simclusters_v2 │ │ ├── README.md │ │ ├── candidate_source │ │ │ ├── BUILD │ │ │ ├── ClusterRanker.scala │ │ │ ├── HeavyRanker.scala │ │ │ ├── SimClustersANNCandidateSource.scala │ │ │ └── SimClustersANNWrapperCandidateSource.scala │ │ ├── common │ │ │ ├── BUILD │ │ │ ├── CosineSimilarityUtil.scala │ │ │ ├── DeciderGateBuilderWithIdHashing.scala │ │ │ ├── ModelVersions.scala │ │ │ ├── SeqStandardDeviation.scala │ │ │ ├── SimClustersEmbedding.scala │ │ │ ├── SimClustersEmbeddingId.scala │ │ │ ├── SimClustersEmbeddingIdCacheKeyBuilder.scala │ │ │ ├── SimClustersEmbeddingMonoid.scala │ │ │ ├── SimClustersMultiEmbedding.scala │ │ │ ├── SimClustersMultiEmbeddingId.scala │ │ │ ├── clustering │ │ │ │ ├── BUILD │ │ │ │ ├── ClusterRepresentativeSelectionMethod.scala │ │ │ │ ├── ClusteringMethod.scala │ │ │ │ ├── ConnectedComponentsClusteringMethod.scala │ │ │ │ ├── LargestDimensionClusteringMethod.scala │ │ │ │ ├── LouvainClusteringMethod.scala │ │ │ │ ├── MaxFavScoreRepresentativeSelectionMethod.scala │ │ │ │ ├── MedoidRepresentativeSelectionMethod.scala │ │ │ │ └── SimilarityFunctions.scala │ │ │ ├── ml │ │ │ │ ├── BUILD │ │ │ │ └── SimClustersEmbeddingAdapter.scala │ │ │ └── package.scala │ │ ├── hdfs_sources │ │ │ ├── AdhocSources.scala │ │ │ ├── BUILD │ │ │ ├── DataPaths.scala │ │ │ ├── DataSources.scala │ │ │ ├── EntityEmbeddingsSources.scala │ │ │ ├── InterestedInSources.scala │ │ │ ├── ProducerEmbeddingSources.scala │ │ │ ├── injections │ │ │ │ ├── BUILD │ │ │ │ ├── ClusterDetailsInjection.scala │ │ │ │ ├── ClusterTopMediaTweetsInjection.scala │ │ │ │ ├── ClusterTopTweetsInjection.scala │ │ │ │ ├── ClusteringInjections.scala │ │ │ │ ├── EntityEmbeddingsInjections.scala │ │ │ │ ├── InferredEntitiesInjections.scala │ │ │ │ ├── InterestedInInjection.scala │ │ │ │ ├── KnownForInjection.scala │ │ │ │ ├── MultiTypeGraphInjections.scala │ │ │ │ ├── ProducerEmbeddingsInjections.scala │ │ │ │ ├── SemanticCoreEntitiesInjections.scala │ │ │ │ └── SingleSideUserScoresInjection.scala │ │ │ └── presto_hdfs_sources │ │ │ │ ├── BUILD │ │ │ │ └── EntityEmbeddingsPrestoSources.scala │ │ ├── images │ │ │ ├── bipartite_graph.png │ │ │ ├── interestedin.png │ │ │ ├── knownfor.png │ │ │ ├── producer_embeddings.png │ │ │ ├── producer_producer_similarity.png │ │ │ └── topic_embeddings.png │ │ ├── scalding │ │ │ ├── BUILD │ │ │ ├── BipartiteClusterEvaluation.scala │ │ │ ├── BipartiteClusterEvaluationClasses.scala │ │ │ ├── ClusterDetailsJob.scala │ │ │ ├── ClusterEvaluation.scala │ │ │ ├── CompareClusters.scala │ │ │ ├── EigenVectorsForSparseSymmetric.scala │ │ │ ├── InterestedInFromAggregatableProducerEmbeddings.scala │ │ │ ├── InterestedInFromKnownFor.scala │ │ │ ├── InterestedInFromKnownForLite.scala │ │ │ ├── InterestedInFromProducerEmbeddingsAdhocApp.scala │ │ │ ├── KnownForSources.scala │ │ │ ├── ProducerNormsAndCounts.scala │ │ │ ├── TopUsersSimilarityGraph.scala │ │ │ ├── UpdateKnownFor.scala │ │ │ ├── UpdateKnownForApps.scala │ │ │ ├── UserUserFavGraph.scala │ │ │ ├── UserUserGraph.scala │ │ │ ├── UserUserNormalizedGraph.scala │ │ │ ├── common │ │ │ │ ├── BUILD │ │ │ │ ├── PersistentTweetEmbeddingSource.scala │ │ │ │ ├── QTreeMultiAggregator.scala │ │ │ │ ├── TypedRichPipe.scala │ │ │ │ ├── Util.scala │ │ │ │ └── matrix │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── DenseRowMatrix.scala │ │ │ │ │ ├── SparseMatrix.scala │ │ │ │ │ ├── SparseRowMatrix.scala │ │ │ │ │ └── TypedPipeMatrix.scala │ │ │ ├── embedding │ │ │ │ ├── BUILD │ │ │ │ ├── EntityEmbeddingFromProducerEmbeddingJob.scala │ │ │ │ ├── EntityToSimClustersEmbeddingsJob.scala │ │ │ │ ├── GlobalSimClustersLanguageEmbedding.scala │ │ │ │ ├── LocaleEntitySimClustersEmbeddingV2Job.scala │ │ │ │ ├── LocaleEntitySimClustersEmbeddingsJob.scala │ │ │ │ ├── ProducerEmbeddingsFromInterestedIn.scala │ │ │ │ ├── SimilarUsersBySimClustersEmbedding.scala │ │ │ │ ├── abuse │ │ │ │ │ ├── AbuseSimclusterFeaturesScaldingJob.scala │ │ │ │ │ ├── AdhocAbuseSimClusterFeaturesScaldingJob.scala │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── CrossSimClusterFeaturesScaldingJob.scala │ │ │ │ │ ├── DataSources.scala │ │ │ │ │ ├── PairedinteractionFeatures.scala │ │ │ │ │ └── SingleSideInteractionTransformation.scala │ │ │ │ ├── common │ │ │ │ │ ├── EmbeddingUtil.scala │ │ │ │ │ ├── EntityEmbeddingUtil.scala │ │ │ │ │ ├── ExternalDataSources.scala │ │ │ │ │ └── SimClustersEmbeddingJob.scala │ │ │ │ ├── producer │ │ │ │ │ ├── AggregatableFavBasedProducerEmbeddings.scala │ │ │ │ │ ├── AggregatableFollowBasedProducerEmbeddings.scala │ │ │ │ │ ├── AggregatableLogFavBasedProducerEmbeddings.scala │ │ │ │ │ ├── AggregatableProducerEmbeddings.scala │ │ │ │ │ └── BUILD.bazel │ │ │ │ ├── tfg │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── EngagementWeightedTfgBasedTopicEmbeddingsJob.scala │ │ │ │ │ ├── FavInferredLanguageTfgBasedTopicEmbeddings.scala │ │ │ │ │ ├── FavTfgBasedTopicEmbeddings.scala │ │ │ │ │ ├── InferredLanguageTfgBasedTopicEmbeddingsBaseApp.scala │ │ │ │ │ ├── LogFavTfgBasedTopicEmbeddings.scala │ │ │ │ │ ├── README │ │ │ │ │ └── TfgBasedTopicEmbeddingsBaseApp.scala │ │ │ │ └── twice │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── InterestedInTwice.scala │ │ │ │ │ └── InterestedInTwiceBaseApp.scala │ │ │ ├── evaluation │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── CandidateEvaluationBase.scala │ │ │ │ ├── EvaluationMetricHelper.scala │ │ │ │ ├── EvaluationReferenceDataExtraction.scala │ │ │ │ ├── LabelCorrelationsHelper.scala │ │ │ │ └── SimClustersEvaluationAdhocApp.scala │ │ │ ├── inferred_entities │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── InferredEntities.scala │ │ │ │ ├── InferredEntitiesFromInterestedIn.scala │ │ │ │ ├── InferredSemanticCoreEntitiesFromKnownFor.scala │ │ │ │ └── ProdSources.scala │ │ │ ├── mbcg │ │ │ │ ├── AllFeatures.scala │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── RecordAdapters.scala │ │ │ │ ├── TweetEmbeddingGenerationJob.scala │ │ │ │ └── UserEmbeddingGenerationJob.scala │ │ │ ├── multi_type_graph │ │ │ │ └── assemble_multi_type_graph │ │ │ │ │ ├── AssembleMultiTypeGraph.scala │ │ │ │ │ ├── AssembleMultiTypeGraphApp.scala │ │ │ │ │ ├── AssembleMultiTypeGraphBaseApp.scala │ │ │ │ │ ├── BUILD │ │ │ │ │ └── Config.scala │ │ │ ├── offline_job │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── OfflineTweetRecommendation.scala │ │ │ │ ├── SimClustersOfflineJob.scala │ │ │ │ ├── SimClustersOfflineJobAdhocApp.scala │ │ │ │ ├── SimClustersOfflineJobScheduledApp.scala │ │ │ │ ├── SimClustersOfflineJobUtil.scala │ │ │ │ └── adhoc │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── README │ │ │ │ │ ├── SimClustersTweetEmbeddingAdhocApp.scala │ │ │ │ │ └── TweetSimilarityEvaluationAdhocApp.scala │ │ │ ├── offline_tweets │ │ │ │ ├── BUILD.bazel │ │ │ │ └── ClusterTopMediaTweetsJob.scala │ │ │ ├── optout │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── InterestedInOptOut.scala │ │ │ │ ├── KnownForOptOut.scala │ │ │ │ └── SimClustersOptOutUtil.scala │ │ │ ├── topic_recommendations │ │ │ │ ├── BUILD │ │ │ │ ├── GeoPopularTopicsApp.scala │ │ │ │ ├── ProducersForTopicsFromTopicFollowGraph.scala │ │ │ │ ├── SimilarTopicsFromTopicFollowGraphApp.scala │ │ │ │ ├── TopicsForProducersFromEM.scala │ │ │ │ ├── TopicsForProducersUtils.scala │ │ │ │ └── model_based_topic_recommendations │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── DataSources.scala │ │ │ │ │ ├── UserFeatures.scala │ │ │ │ │ ├── UserTopicDataRecordAdapter.scala │ │ │ │ │ └── UserTopicModellingTrainingDataCollectionJob.scala │ │ │ ├── tweet_similarity │ │ │ │ ├── BUILD │ │ │ │ ├── DatasetTopKAnalysisJob.scala │ │ │ │ ├── TrainingDataCollectionJob.scala │ │ │ │ ├── TrainingDataCollectionUtil.scala │ │ │ │ ├── TweetPairFeatureHydrationUtil.scala │ │ │ │ ├── TweetPairLabelCollectionUtil.scala │ │ │ │ ├── UnhydratedPairsCollectionJob.scala │ │ │ │ └── evaluation │ │ │ │ │ ├── BUILD.bazel │ │ │ │ │ ├── ModelEvalAdhocApp.scala │ │ │ │ │ └── RUXLandingDdgAnalysisAdhocApp.scala │ │ │ └── update_known_for │ │ │ │ ├── BUILD.bazel │ │ │ │ ├── UpdateKnownFor20M145K2020.scala │ │ │ │ └── UpdateKnownForSBFRunner.scala │ │ ├── scio │ │ │ ├── bq_generation │ │ │ │ ├── common │ │ │ │ │ ├── BQGenerationUtil.scala │ │ │ │ │ ├── BUILD │ │ │ │ │ └── IndexGenerationUtil.scala │ │ │ │ ├── ftr_tweet │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── Config.scala │ │ │ │ │ ├── FTRJob.scala │ │ │ │ │ ├── FtrClusterToTweetIndexGenerationJob.scala │ │ │ │ │ ├── README.md │ │ │ │ │ ├── ftr-based-simclusters-index-generation-job.d6w │ │ │ │ │ ├── ftr-tweets-ann-adhoc-job.d6w │ │ │ │ │ ├── iikf2020-decayed-sum-ann-batch-job.d6w │ │ │ │ │ ├── iikf2020-ftrat5-pop1000-ann-batch-job.d6w │ │ │ │ │ ├── iikf2020-ftrat5-pop10000-ann-batch-job.d6w │ │ │ │ │ └── sql │ │ │ │ │ │ ├── BUILD │ │ │ │ │ │ └── ftr_tweet_embeddings.sql │ │ │ │ ├── simclusters_index_generation │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── Config.scala │ │ │ │ │ ├── EngagementEventBasedClusterToTweetIndexFromBQ.scala │ │ │ │ │ ├── EngagementEventBasedClusterToTweetIndexGenerationJob.scala │ │ │ │ │ ├── README │ │ │ │ │ └── engagement-event-based-simclusters-index-generation-job.d6w │ │ │ │ ├── sql │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── ads_user_tweet_action_pair_generation.sql │ │ │ │ │ ├── cluster_top_tweets.sql │ │ │ │ │ ├── cluster_top_tweets_intersection_with_fav_based_index.sql │ │ │ │ │ ├── combined_user_tweet_action_pair_generation.sql │ │ │ │ │ ├── engagement_based_index_generation.sql │ │ │ │ │ ├── evergreen_content_user_tweet_action_pair_generation.sql │ │ │ │ │ ├── nsfw_tweet_denylist.sql │ │ │ │ │ ├── tweet_embeddings_generation.sql │ │ │ │ │ ├── tweet_fav_count.sql │ │ │ │ │ ├── tweets_ann.sql │ │ │ │ │ ├── unified_user_tweet_action_pair_generation.sql │ │ │ │ │ └── user_video_tweet_fav_engagement_generation.sql │ │ │ │ └── tweets_ann │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── Config.scala │ │ │ │ │ ├── README │ │ │ │ │ ├── TweetsANNFromBQ.scala │ │ │ │ │ ├── TweetsANNJob.scala │ │ │ │ │ ├── iikf-hl-0-el-15-tweets-ann-batch-job.d6w │ │ │ │ │ ├── iikf-hl-2-el-15-tweets-ann-batch-job.d6w │ │ │ │ │ ├── iikf-hl-2-el-50-tweets-ann-batch-job.d6w │ │ │ │ │ ├── iikf-hl-8-el-50-tweets-ann-adhoc-job.d6w │ │ │ │ │ ├── iikf-hl-8-el-50-tweets-ann-batch-job.d6w │ │ │ │ │ ├── iikf-tweets-ann-adhoc-job.d6w │ │ │ │ │ ├── iikf-tweets-ann-batch-job.d6w │ │ │ │ │ ├── mts-consumer-embeddings-tweets-ann-adhoc-job.d6w │ │ │ │ │ └── mts-consumer-embeddings-tweets-ann-batch-job.d6w │ │ │ ├── common │ │ │ │ ├── BUILD │ │ │ │ └── ExternalDataSources.scala │ │ │ └── multi_type_graph │ │ │ │ ├── assemble_multi_type_graph │ │ │ │ ├── AssembleMultiTypeGraphScioApp.scala │ │ │ │ ├── AssembleMultiTypeGraphScioBaseApp.scala │ │ │ │ ├── BUILD │ │ │ │ ├── Config.scala │ │ │ │ ├── README.md │ │ │ │ ├── assemble-multi-type-graph-scio-adhoc.d6w │ │ │ │ └── assemble-multi-type-graph-scio-batch.d6w │ │ │ │ ├── common │ │ │ │ ├── BUILD │ │ │ │ └── MultiTypeGraphUtil.scala │ │ │ │ └── multi_type_graph_sims │ │ │ │ ├── BUILD │ │ │ │ ├── Config.scala │ │ │ │ ├── RightNodeCosineSimilarityScioApp.scala │ │ │ │ ├── RightNodeCosineSimilarityScioBaseApp.scala │ │ │ │ ├── RightNodeSimHashScioApp.scala │ │ │ │ ├── RightNodeSimHashScioBaseApp.scala │ │ │ │ ├── cosine-similarity-scio-adhoc.d6w │ │ │ │ ├── cosine-similarity-scio-batch.d6w │ │ │ │ ├── sim-hash-scio-adhoc.d6w │ │ │ │ └── sim-hash-scio-batch.d6w │ │ ├── score │ │ │ ├── AggregatedScoreStore.scala │ │ │ ├── BUILD │ │ │ ├── Score.scala │ │ │ ├── ScoreFacadeStore.scala │ │ │ ├── ScoreId.scala │ │ │ ├── ScoreStore.scala │ │ │ ├── SimClustersEmbeddingPairScoreStore.scala │ │ │ └── WeightedSumAggregatedScoreStore.scala │ │ ├── stores │ │ │ ├── BUILD │ │ │ ├── LanguageFilteredLocaleEntityEmbeddingStore.scala │ │ │ ├── MultiTypeGraphStore.scala │ │ │ ├── SimClustersEmbeddingStore.scala │ │ │ ├── SimClustersMultiEmbeddingStore.scala │ │ │ ├── TopicTopProducersStore.scala │ │ │ └── WtfMbcgStore.scala │ │ ├── summingbird │ │ │ ├── BUILD │ │ │ ├── README.md │ │ │ ├── common │ │ │ │ ├── BUILD │ │ │ │ ├── ClientConfigs.scala │ │ │ │ ├── Configs.scala │ │ │ │ ├── EntityUtil.scala │ │ │ │ ├── Implicits.scala │ │ │ │ ├── ModelVersionProfile.scala │ │ │ │ ├── Monoids.scala │ │ │ │ ├── SimClustersEmbeddingWithMetadataMonoid.scala │ │ │ │ ├── SimClustersHashUtil.scala │ │ │ │ ├── SimClustersInterestedInUtil.scala │ │ │ │ ├── SimClustersProfile.scala │ │ │ │ ├── StatsUtil.scala │ │ │ │ ├── SummerWithSumValues.scala │ │ │ │ ├── ThriftDecayedValueMonoid.scala │ │ │ │ └── TweetEntityExtractor.scala │ │ │ ├── stores │ │ │ │ ├── ApeTopicEmbeddingStore.scala │ │ │ │ ├── BUILD │ │ │ │ ├── ClusterDetailsReadableStore.scala │ │ │ │ ├── EntityClusterScoreReadableStore.scala │ │ │ │ ├── ManhattanFromStratoStore.scala │ │ │ │ ├── PersistentTweetEmbeddingStore.scala │ │ │ │ ├── ProducerClusterEmbeddingReadableStores.scala │ │ │ │ ├── SemanticCoreEntityEmbeddingStore.scala │ │ │ │ ├── SimClustersManhattanReadableStoreForReadWriteDataset.scala │ │ │ │ ├── TfgTopicEmbeddingsStore.scala │ │ │ │ ├── TopKClustersForEntityReadableStore.scala │ │ │ │ ├── TopKClustersForTweetReadableStore.scala │ │ │ │ ├── TopKTweetsForClusterReadableStore.scala │ │ │ │ ├── TweetStatusCountsStore.scala │ │ │ │ ├── UserInterestedInReadableStore.scala │ │ │ │ └── UserKnownForReadableStore.scala │ │ │ └── storm │ │ │ │ ├── BUILD │ │ │ │ ├── PersistentTweetJob.scala │ │ │ │ ├── PersistentTweetJobRunner.scala │ │ │ │ ├── TweetJob.scala │ │ │ │ ├── TweetJobRunner.scala │ │ │ │ ├── persistent_tweet_job_deploy.sh │ │ │ │ ├── tweet_alt_job_deploy.sh │ │ │ │ └── tweet_job_deploy.sh │ │ └── tweet_similarity │ │ │ ├── BUILD │ │ │ ├── ModelBasedTweetSimilaritySimClustersEmbeddingAdapter.scala │ │ │ └── TweetSimilarityFeatures.scala │ │ └── timelines │ │ └── prediction │ │ ├── common │ │ └── aggregates │ │ │ ├── BCELabelTransformFromUUADataRecord.scala │ │ │ ├── BUILD │ │ │ ├── FeatureSelectorConfig.scala │ │ │ ├── README.md │ │ │ ├── RecapUserFeatureAggregation.scala │ │ │ ├── RectweetUserFeatureAggregation.scala │ │ │ ├── TimelinesAggregationConfig.scala │ │ │ ├── TimelinesAggregationConfigDetails.scala │ │ │ ├── TimelinesAggregationConfigTrait.scala │ │ │ ├── TimelinesAggregationKeyValInjections.scala │ │ │ ├── TimelinesAggregationSources.scala │ │ │ └── real_time │ │ │ ├── AuthorFeaturesAdapter.scala │ │ │ ├── BUILD │ │ │ ├── Event.scala │ │ │ ├── FeatureStoreUtils.scala │ │ │ ├── LocallyReplicatedStore.scala │ │ │ ├── StormAggregateSourceUtils.scala │ │ │ ├── TimelinesOnlineAggregationConfig.scala │ │ │ ├── TimelinesOnlineAggregationConfigBase.scala │ │ │ ├── TimelinesOnlineAggregationSources.scala │ │ │ ├── TimelinesRealTimeAggregatesJob.scala │ │ │ ├── TimelinesStormAggregateSource.scala │ │ │ ├── TweetFeaturesAdapter.scala │ │ │ ├── TweetFeaturesReadableStore.scala │ │ │ ├── TypeSafeRunner.scala │ │ │ ├── UserFeaturesAdapter.scala │ │ │ └── UserFeaturesReadableStore.scala │ │ └── features │ │ ├── README.md │ │ ├── client_log_event │ │ ├── BUILD │ │ └── ClientLogEventDataRecordFeatures.scala │ │ ├── common │ │ ├── BUILD │ │ ├── CombinedFeatures.scala │ │ ├── NonHomeLabelFeatures.scala │ │ └── TimelinesSharedFeatures.scala │ │ ├── engagement_features │ │ ├── BUILD │ │ └── EngagementFeatures.scala │ │ ├── escherbird │ │ ├── BUILD │ │ ├── EscherbirdFeatures.scala │ │ └── EscherbirdFeaturesConverter.scala │ │ ├── followsource │ │ ├── BUILD.bazel │ │ └── FollowSourceFeatures.scala │ │ ├── itl │ │ ├── BUILD │ │ └── ITLFeatures.scala │ │ ├── list_features │ │ ├── BUILD │ │ └── ListFeatures.scala │ │ ├── p_home_latest │ │ ├── BUILD │ │ └── HomeLatestUserFeatures.scala │ │ ├── ppmi │ │ ├── BUILD │ │ └── PpmiFeatures.scala │ │ ├── real_graph │ │ ├── BUILD │ │ ├── RealGraphDataRecordFeatureStoreFeatures.scala │ │ └── RealGraphDataRecordFeatures.scala │ │ ├── recap │ │ ├── BUILD │ │ ├── RecapFeatures.scala │ │ └── RecapFeaturesUtils.scala │ │ ├── request_context │ │ ├── BUILD │ │ └── RequestContextFeatures.scala │ │ ├── simcluster │ │ ├── BUILD │ │ ├── SimclusterFeatures.scala │ │ ├── SimclusterTweetFeatures.scala │ │ └── SimclustersScoresFeatures.scala │ │ ├── socialproof │ │ ├── BUILD │ │ └── SocialProofFeatures.scala │ │ ├── time_features │ │ ├── BUILD │ │ └── TimeDataRecordFeatures.scala │ │ ├── two_hop_features │ │ ├── BUILD │ │ ├── TwoHopFeatures.scala │ │ └── TwoHopFeaturesConfig.scala │ │ └── user_health │ │ ├── BUILD │ │ └── UserHealthFeatures.scala └── thrift │ └── com │ └── twitter │ ├── interaction_graph │ ├── BUILD │ └── interaction_graph.thrift │ ├── recos │ ├── recos.thrift │ ├── recos_common.thrift │ ├── recos_injector.thrift │ ├── user_tweet_entity_graph │ │ ├── BUILD │ │ ├── CONFIG.ini │ │ └── user_tweet_entity_graph.thrift │ ├── user_tweet_graph │ │ ├── BUILD │ │ ├── CONFIG.ini │ │ └── user_tweet_graph.thrift │ ├── user_user_graph │ │ ├── BUILD │ │ ├── CONFIG.ini │ │ └── user_user_graph.thrift │ └── user_video_graph │ │ ├── BUILD │ │ ├── CONFIG.ini │ │ └── user_video_graph.thrift │ ├── search │ ├── common │ │ └── ranking │ │ │ └── ranking.thrift │ └── earlybird │ │ └── thrift │ │ └── earlybird.thrift │ └── simclusters_v2 │ ├── BUILD │ ├── abuse.thrift │ ├── clustering.thrift │ ├── embedding.thrift │ ├── entity.thrift │ ├── evaluation.thrift │ ├── graph.thrift │ ├── identifier.thrift │ ├── inferred_entities.thrift │ ├── interests.thrift │ ├── multi_type_graph.thrift │ ├── offline_job_internal.thrift │ ├── online_store.thrift │ ├── online_store_internal.thrift │ ├── score.thrift │ ├── simclusters_presto.thrift │ ├── top_k_map.thrift │ └── tweet_similarity.thrift ├── timelineranker ├── README.md ├── client │ └── builder │ │ ├── BUILD │ │ ├── README.md │ │ └── src │ │ └── main │ │ └── scala │ │ ├── BUILD │ │ └── com │ │ └── twitter │ │ └── timelineranker │ │ └── client │ │ ├── TimelineRankerClient.scala │ │ └── TimelineRankerClientBuilder.scala ├── common │ ├── BUILD │ └── src │ │ └── main │ │ └── scala │ │ ├── BUILD │ │ └── com │ │ └── twitter │ │ └── timelineranker │ │ ├── adapter │ │ ├── BUILD │ │ └── TimelineServiceAdapter.scala │ │ └── model │ │ ├── BUILD │ │ ├── CandidateTweet.scala │ │ ├── CandidateTweetsResult.scala │ │ ├── HydratedTweetEntry.scala │ │ ├── Language.scala │ │ ├── LanguageScope.scala │ │ ├── PartiallyHydratedTweet.scala │ │ ├── PriorSeenEntries.scala │ │ ├── RankedTimelineQuery.scala │ │ ├── RankedTimelineQueryOptions.scala │ │ ├── RecapQuery.scala │ │ ├── ReverseChronTimelineQuery.scala │ │ ├── ReverseChronTimelineQueryOptions.scala │ │ ├── TimeRange.scala │ │ ├── Timeline.scala │ │ ├── TimelineEntry.scala │ │ ├── TimelineEntryEnvelope.scala │ │ ├── TimelineQuery.scala │ │ ├── TimelineQueryOptions.scala │ │ ├── TimelineRange.scala │ │ ├── Tweet.scala │ │ ├── TweetIdRange.scala │ │ └── UtegLikedByTweetsOptions.scala └── server │ ├── BUILD.bazel │ ├── config │ ├── BUILD │ └── decider.yml │ └── src │ └── main │ ├── resources │ ├── BUILD.bazel │ └── logback-timelineranker.xml │ └── scala │ ├── BUILD.bazel │ └── com │ └── twitter │ └── timelineranker │ ├── clients │ ├── BUILD │ ├── CortexTweetQueryServiceClient.scala │ ├── MemcacheFactory.scala │ └── content_features_cache │ │ ├── BUILD │ │ └── ContentFeaturesMemcacheBuilder.scala │ ├── common │ ├── BUILD │ ├── CandidateGenerationTransform.scala │ ├── ContentFeaturesHydrationTransform.scala │ ├── CreateCandidateEnvelopeTransform.scala │ ├── FeatureHydrationDataTransform.scala │ ├── FollowAndRealGraphCombiningTransform.scala │ ├── FollowGraphDataTransform.scala │ ├── HydrateTweetsAndSourceTweetsInParallelTransform.scala │ ├── HydratedTweetsFilterTransform.scala │ ├── InNetworkTweetsSearchFeaturesHydrationTransform.scala │ ├── MarkRandomTweetTransform.scala │ ├── OutOfNetworkRepliesToUserIdSearchResultsTransform.scala │ ├── OutOfNetworkTweetsSearchFeaturesHydrationTransform.scala │ ├── RecapHydrationSearchResultsTransformBase.scala │ ├── RecapSearchResultsTransform.scala │ ├── RecapSearchResultsTruncationTransform.scala │ ├── SearchResultDedupAndSortingTransform.scala │ ├── SourceTweetsSearchResultsTransform.scala │ ├── TrimToMatchHydratedTweetsTransform.scala │ ├── TrimToMatchSearchResultsTransform.scala │ ├── TweetHydrationTransform.scala │ ├── TweetKindOptionHydratedTweetsFilterTransform.scala │ ├── UserLanguagesTransform.scala │ ├── UserProfileInfoTransform.scala │ └── VisibilityEnforcingTransform.scala │ ├── config │ ├── BUILD │ ├── CallInfo.scala │ ├── ClientAccessPermissions.scala │ ├── ClientWrapperFactories.scala │ ├── ClientWrappers.scala │ ├── DefaultUnderlyingClientConfiguration.scala │ ├── RequestScopes.scala │ ├── RuntimeConfiguration.scala │ ├── StagingUnderlyingConfiguration.scala │ ├── TimelineRankerConstants.scala │ ├── TimelineRankerFlags.scala │ └── UnderlyingClientConfiguration.scala │ ├── contentfeatures │ ├── BUILD │ └── package.scala │ ├── core │ ├── BUILD │ ├── CandidateEnvelope.scala │ ├── FollowGraphData.scala │ ├── FollowGraphDataFuture.scala │ ├── HydratedCandidatesAndFeaturesEnvelope.scala │ ├── HydratedTweets.scala │ └── package.scala │ ├── decider │ ├── BUILD │ └── DeciderKey.scala │ ├── entity_tweets │ ├── BUILD.bazel │ ├── EntityTweetsRepository.scala │ ├── EntityTweetsRepositoryBuilder.scala │ ├── EntityTweetsSearchResultsTransform.scala │ └── EntityTweetsSource.scala │ ├── in_network_tweets │ ├── BUILD │ ├── InNetworkTweetRepository.scala │ ├── InNetworkTweetRepositoryBuilder.scala │ └── InNetworkTweetSource.scala │ ├── monitoring │ ├── BUILD │ └── UsersSearchResultMonitoringTransform.scala │ ├── observe │ ├── BUILD.bazel │ ├── DebugObserverBuilder.scala │ └── ObservedRequests.scala │ ├── parameters │ ├── BUILD │ ├── ConfigBuilder.scala │ ├── entity_tweets │ │ ├── BUILD │ │ ├── EntityTweetsParams.scala │ │ └── EntityTweetsProduction.scala │ ├── in_network_tweets │ │ ├── BUILD │ │ ├── InNetworkTweetParams.scala │ │ └── InNetworkTweetProduction.scala │ ├── monitoring │ │ ├── BUILD │ │ ├── MonitoringParams.scala │ │ └── MonitoringProduction.scala │ ├── recap │ │ ├── BUILD │ │ ├── RecapParams.scala │ │ ├── RecapProduction.scala │ │ └── RecapQueryContext.scala │ ├── recap_author │ │ ├── BUILD │ │ ├── RecapAuthorParams.scala │ │ └── RecapAuthorProduction.scala │ ├── recap_hydration │ │ ├── BUILD │ │ ├── RecapHydrationParams.scala │ │ └── RecapHydrationProduction.scala │ ├── revchron │ │ ├── BUILD │ │ ├── ReverseChronParams.scala │ │ ├── ReverseChronProduction.scala │ │ ├── ReverseChronTimelineQueryContext.scala │ │ └── ReverseChronTimelineQueryContextBuilder.scala │ ├── uteg_liked_by_tweets │ │ ├── BUILD │ │ ├── UtegLikedByTweetsParams.scala │ │ └── UtegLikedByTweetsProduction.scala │ └── util │ │ ├── BUILD │ │ ├── CommonRequestContext.scala │ │ ├── ConfigHelper.scala │ │ └── RecapQueryParamInitializer.scala │ ├── recap │ ├── BUILD │ └── model │ │ ├── BUILD │ │ └── ContentFeatures.scala │ ├── recap_author │ ├── BUILD.bazel │ ├── RecapAuthorRepository.scala │ ├── RecapAuthorRepositoryBuilder.scala │ ├── RecapAuthorSearchResultsTransform.scala │ └── RecapAuthorSource.scala │ ├── recap_hydration │ ├── BUILD.bazel │ ├── RecapHydrationRepository.scala │ ├── RecapHydrationRepositoryBuilder.scala │ ├── RecapHydrationSearchResultsTransform.scala │ └── RecapHydrationSource.scala │ ├── repository │ ├── BUILD │ ├── CandidatesRepositoryBuilder.scala │ ├── RankedHomeTimelineRepository.scala │ ├── RepositoryBuilder.scala │ ├── ReverseChronHomeTimelineRepository.scala │ ├── ReverseChronHomeTimelineRepositoryBuilder.scala │ ├── RoutingTimelineRepository.scala │ ├── RoutingTimelineRepositoryBuilder.scala │ └── TimelineRepository.scala │ ├── server │ ├── BUILD.bazel │ ├── Main.scala │ ├── TimelineRanker.scala │ ├── TimelineRankerBuilder.scala │ ├── TimelineRankerThriftWebForms.scala │ └── Warmup.scala │ ├── source │ ├── BUILD │ ├── ReverseChronHomeTimelineSource.scala │ └── TimelineSource.scala │ ├── uteg_liked_by_tweets │ ├── BUILD.bazel │ ├── CombinedScoreAndTruncateTransform.scala │ ├── MinNumNonAuthorFavoritedByUserIdsFilterTransform.scala │ ├── RemoveCandidatesAuthoredByWeightedFollowingsTransform.scala │ ├── SocialProofAndUTEGScoreHydrationTransform.scala │ ├── UTEGResultsTransform.scala │ ├── UtegLikedByTweetsRepository.scala │ ├── UtegLikedByTweetsRepositoryBuilder.scala │ ├── UtegLikedByTweetsSearchResultsTransform.scala │ └── UtegLikedByTweetsSource.scala │ ├── util │ ├── BUILD │ ├── CachingContentFeaturesProvider.scala │ ├── CopyContentFeaturesIntoHydratedTweetsTransform.scala │ ├── CopyContentFeaturesIntoThriftTweetFeaturesTransform.scala │ ├── ExtendedRepliesFilter.scala │ ├── LatentRepository.scala │ ├── RecommendedRepliesFilter.scala │ ├── ReverseExtendedRepliesFilter.scala │ ├── SearchResultUtil.scala │ ├── SearchResultWithVisibilityActors.scala │ ├── SnowflakeUtils.scala │ ├── SourceTweetsUtil.scala │ ├── TweetAnnotationFeaturesExtractor.scala │ ├── TweetHydrator.scala │ ├── TweetMediaFeatureExtractor.scala │ ├── TweetTextFeaturesExtractor.scala │ ├── TweetsPostFilter.scala │ ├── TweetsPostFilterBasedOnSearchMetadata.scala │ └── TweetypieContentFeaturesProvider.scala │ └── visibility │ ├── BUILD │ ├── FollowGraphDataProvider.scala │ ├── RealGraphFollowGraphDataProvider.scala │ └── SgsFollowGraphDataProvider.scala ├── timelines └── data_processing │ ├── ad_hoc │ └── earlybird_ranking │ │ └── earlybird_ranking │ │ ├── BUILD │ │ ├── common │ │ ├── BUILD │ │ ├── EarlybirdTrainingConfiguration.scala │ │ ├── EarlybirdTrainingRecapConfiguration.scala │ │ └── EarlybirdTrainingRectweetConfiguration.scala │ │ ├── model_evaluation │ │ ├── BUILD │ │ ├── EarlybirdEvaluationMetric.scala │ │ └── EarlybirdModelEvaluationJob.scala │ │ └── training_data_generation │ │ ├── BUILD │ │ ├── EarlybirdExampleSampler.scala │ │ ├── EarlybirdStatsJob.scala │ │ └── EarlybirdTrainingDataJob.scala │ └── ml_util │ └── aggregation_framework │ ├── AggregateGroup.scala │ ├── AggregateSource.scala │ ├── AggregateStore.scala │ ├── AggregationConfig.scala │ ├── AggregationKey.scala │ ├── BUILD │ ├── DataRecordAggregationMonoid.scala │ ├── KeyedRecord.scala │ ├── OfflineAggregateInjections.scala │ ├── OfflineAggregateSource.scala │ ├── OfflineAggregateStore.scala │ ├── README.md │ ├── StoreConfig.scala │ ├── StoreRegister.scala │ ├── TypedAggregateGroup.scala │ ├── Utils.scala │ ├── conversion │ ├── AggregatesV2Adapter.scala │ ├── AggregatesV2FeatureSource.scala │ ├── BUILD │ ├── CombineCountsPolicy.scala │ ├── DataSetPipeSketchJoin.scala │ ├── PickFirstRecordPolicy.scala │ ├── PickTopCtrPolicy.scala │ ├── SparseBinaryAggregateJoin.scala │ ├── SparseBinaryMergePolicy.scala │ └── SparseBinaryMultipleAggregateJoin.scala │ ├── docs │ ├── AUTOMATED_COMMIT_FILES │ ├── aggregation.rst │ ├── batch.rst │ ├── conf.py │ ├── index.rst │ ├── joining.rst │ ├── real-time.rst │ └── troubleshooting.rst │ ├── heron │ ├── BUILD │ ├── NighthawkUnderlyingStoreConfig.scala │ ├── OnlineAggregationConfigTrait.scala │ ├── OnlineAggregationStoresTrait.scala │ ├── RealTimeAggregateStore.scala │ ├── RealTimeAggregatesJobBase.scala │ ├── RealTimeAggregatesJobConfig.scala │ ├── StormAggregateSource.scala │ ├── UserReindexingNighthawkStore.scala │ └── package.scala │ ├── job │ ├── AggregatesV2Job.scala │ ├── BUILD │ └── DataRecordFeatureCounter.scala │ ├── metrics │ ├── AggregateFeature.scala │ ├── AggregationMetric.scala │ ├── AggregationMetricCommon.scala │ ├── BUILD │ ├── ConversionUtils.scala │ ├── CountMetric.scala │ ├── EasyMetric.scala │ ├── FeatureCache.scala │ ├── LastResetMetric.scala │ ├── LatestMetric.scala │ ├── MaxMetric.scala │ ├── SumLikeMetric.scala │ ├── SumMetric.scala │ ├── SumSqMetric.scala │ ├── TimedValue.scala │ └── TimedValueAggregationMetric.scala │ ├── package.scala │ ├── query │ ├── BUILD │ └── ScopedAggregateBuilder.scala │ └── scalding │ ├── AggregateFeaturesMerger.scala │ ├── AggregatesStoreComparisonJob.scala │ ├── AggregatesV2ScaldingJob.scala │ ├── AggregationKeyOrdering.scala │ ├── BUILD │ ├── DeletedUserPruner.scala │ ├── MostRecentVersionedStore.scala │ └── sources │ ├── BUILD │ └── ScaldingAggregateSource.scala ├── topic-social-proof ├── README.md └── server │ ├── BUILD │ └── src │ └── main │ ├── resources │ ├── BUILD │ ├── config │ │ └── decider.yml │ └── logback.xml │ ├── scala │ └── com │ │ └── twitter │ │ └── tsp │ │ ├── BUILD │ │ ├── TopicSocialProofStratoFedServer.scala │ │ ├── columns │ │ ├── BUILD │ │ ├── TopicSocialProofBatchColumn.scala │ │ └── TopicSocialProofColumn.scala │ │ ├── common │ │ ├── BUILD │ │ ├── DeciderConstants.scala │ │ ├── FeatureSwitchesBuilder.scala │ │ ├── LoadShedder.scala │ │ ├── ParamsBuilder.scala │ │ ├── RecTargetFactory.scala │ │ ├── TopicSocialProofDecider.scala │ │ └── TopicSocialProofParams.scala │ │ ├── handlers │ │ ├── BUILD │ │ ├── TopicSocialProofHandler.scala │ │ └── UttChildrenWarmupHandler.scala │ │ ├── modules │ │ ├── BUILD │ │ ├── GizmoduckUserModule.scala │ │ ├── RepresentationScorerStoreModule.scala │ │ ├── TSPClientIdModule.scala │ │ ├── TopicListingModule.scala │ │ ├── TopicSocialProofStoreModule.scala │ │ ├── TopicTweetCosineSimilarityAggregateStoreModule.scala │ │ ├── TweetInfoStoreModule.scala │ │ ├── TweetyPieClientModule.scala │ │ ├── UnifiedCacheClient.scala │ │ ├── UttClientModule.scala │ │ └── UttLocalizationModule.scala │ │ ├── service │ │ ├── BUILD │ │ └── TopicSocialProofService.scala │ │ ├── stores │ │ ├── BUILD │ │ ├── LocalizedUttRecommendableTopicsStore.scala │ │ ├── RepresentationScorerStore.scala │ │ ├── SemanticCoreAnnotationStore.scala │ │ ├── TopicSocialProofStore.scala │ │ ├── TopicStore.scala │ │ ├── TopicTweetsCosineSimilarityAggregateStore.scala │ │ ├── TweetInfoStore.scala │ │ └── UttTopicFilterStore.scala │ │ └── utils │ │ ├── BUILD │ │ ├── LZ4Injection.scala │ │ ├── ReadableStoreWithMapOptionValues.scala │ │ └── SeqObjectInjection.scala │ └── thrift │ ├── BUILD │ ├── service.thrift │ └── tweet_info.thrift ├── trust_and_safety_models ├── README.md ├── abusive │ └── abusive_model.py ├── nsfw │ ├── nsfw_media.py │ └── nsfw_text.py └── toxicity │ ├── __init__.py │ ├── data │ ├── __init__.py │ ├── data_preprocessing.py │ ├── dataframe_loader.py │ └── mb_generator.py │ ├── load_model.py │ ├── optim │ ├── __init__.py │ ├── callbacks.py │ ├── losses.py │ └── schedulers.py │ ├── rescoring.py │ ├── settings │ ├── __init__.py │ └── default_settings_tox.py │ ├── train.py │ └── utils │ ├── __init__.py │ └── helpers.py ├── tweetypie ├── common │ └── src │ │ ├── scala │ │ └── com │ │ │ └── twitter │ │ │ └── tweetypie │ │ │ ├── additionalfields │ │ │ ├── AdditionalFields.scala │ │ │ └── BUILD │ │ │ ├── caching │ │ │ ├── BUILD │ │ │ ├── CacheOperations.scala │ │ │ ├── CacheResult.scala │ │ │ ├── Expiry.scala │ │ │ ├── ServoCachedValueSerializer.scala │ │ │ ├── SoftTtl.scala │ │ │ ├── StitchAsync.scala │ │ │ ├── StitchCacheOperations.scala │ │ │ ├── StitchCaching.scala │ │ │ └── ValueSerializer.scala │ │ │ ├── client_id │ │ │ ├── BUILD │ │ │ └── ClientIdHelper.scala │ │ │ ├── context │ │ │ ├── BUILD │ │ │ └── TweetypieContext.scala │ │ │ ├── decider │ │ │ ├── BUILD │ │ │ ├── DeciderGates.scala │ │ │ └── overrides │ │ │ │ ├── BUILD │ │ │ │ └── TweetyPieDeciderOverrides.scala │ │ │ ├── jiminy │ │ │ └── tweetypie │ │ │ │ ├── BUILD │ │ │ │ └── NudgeBuilder.scala │ │ │ ├── matching │ │ │ ├── BUILD │ │ │ ├── TokenSequence.scala │ │ │ ├── Tokenizer.scala │ │ │ ├── TweetTokenizer.scala │ │ │ └── UserMutes.scala │ │ │ ├── media │ │ │ ├── BUILD │ │ │ ├── Media.scala │ │ │ ├── MediaUrl.scala │ │ │ └── package.scala │ │ │ ├── storage │ │ │ ├── AddTweetHandler.scala │ │ │ ├── BUILD │ │ │ ├── BounceDeleteHandler.scala │ │ │ ├── Codecs.scala │ │ │ ├── DeleteAdditionalFieldsHandler.scala │ │ │ ├── Field.scala │ │ │ ├── GetDeletedTweetsHandler.scala │ │ │ ├── GetStoredTweetHandler.scala │ │ │ ├── GetTweetHandler.scala │ │ │ ├── HardDeleteTweetHandler.scala │ │ │ ├── InspectFields.scala │ │ │ ├── Json.scala │ │ │ ├── ManhattanOperations.scala │ │ │ ├── ManhattanTweetStorageClient.scala │ │ │ ├── Response.scala │ │ │ ├── Scribe.scala │ │ │ ├── ScrubHandler.scala │ │ │ ├── SoftDeleteHandler.scala │ │ │ ├── Stats.scala │ │ │ ├── StatusConversions.scala │ │ │ ├── StorageConversions.scala │ │ │ ├── TimestampDecoder.scala │ │ │ ├── TweetKey.scala │ │ │ ├── TweetStateRecord.scala │ │ │ ├── TweetStorageClient.scala │ │ │ ├── TweetStorageException.scala │ │ │ ├── TweetUtils.scala │ │ │ ├── UndeleteHandler.scala │ │ │ ├── UpdateTweetHandler.scala │ │ │ └── package.scala │ │ │ ├── tflock │ │ │ ├── BUILD │ │ │ ├── TFlockIndexer.scala │ │ │ └── TweetIndexer.scala │ │ │ ├── thriftscala │ │ │ ├── BUILD │ │ │ ├── NotImplementedTweetService.scala │ │ │ ├── TweetServiceProxy.scala │ │ │ └── entities │ │ │ │ ├── BUILD │ │ │ │ ├── CashtagTextEntity.scala │ │ │ │ ├── EntityExtractor.scala │ │ │ │ ├── HashtagTextEntity.scala │ │ │ │ ├── Implicits.scala │ │ │ │ ├── MediaTextEntity.scala │ │ │ │ ├── MentionTextEntity.scala │ │ │ │ ├── TextRangeEntityAdapter.scala │ │ │ │ └── UrlTextEntity.scala │ │ │ ├── tweettext │ │ │ ├── BUILD │ │ │ ├── GraphemeIndexIterator.scala │ │ │ ├── IndexConverter.scala │ │ │ ├── Offset.scala │ │ │ ├── PartialHtmlEncoding.scala │ │ │ ├── Preprocessor.scala │ │ │ ├── TextEntity.scala │ │ │ ├── TextModification.scala │ │ │ ├── Truncator.scala │ │ │ └── TweetText.scala │ │ │ └── util │ │ │ ├── BUILD │ │ │ ├── CommunityAnnotation.scala │ │ │ ├── CommunityUtil.scala │ │ │ ├── ConversationControls.scala │ │ │ ├── EditControlUtil.scala │ │ │ ├── RetryPolicyBuilder.scala │ │ │ ├── StitchUtils.scala │ │ │ ├── StringLiteral.scala │ │ │ ├── Takedowns.scala │ │ │ ├── TransientContextUtil.scala │ │ │ ├── TweetCreationLock.scala │ │ │ ├── TweetLenses.scala │ │ │ ├── TweetPermalinkUtil.scala │ │ │ ├── TweetTransformer.scala │ │ │ ├── logging │ │ │ ├── AlertableExceptionLoggingFilter.scala │ │ │ ├── BUILD │ │ │ └── OnlyImportantLogsLoggingFilter.scala │ │ │ └── package.scala │ │ └── thrift │ │ └── com │ │ └── twitter │ │ └── tweetypie │ │ ├── BUILD │ │ ├── api_fields.thrift │ │ ├── creative-entity-enrichments │ │ └── creative_entity_enrichments.thrift │ │ ├── delete_location_data.thrift │ │ ├── deleted_tweet.thrift │ │ ├── deprecated.thrift │ │ ├── edit_control.thrift │ │ ├── geo │ │ └── tweet_location_info.thrift │ │ ├── media │ │ └── media_ref.thrift │ │ ├── media_entity.thrift │ │ ├── note_tweet.thrift │ │ ├── retweet_archival_event.thrift │ │ ├── storage_internal │ │ ├── BUILD │ │ └── storage_internal.thrift │ │ ├── stored_tweet_info.thrift │ │ ├── transient_context.thrift │ │ ├── tweet.thrift │ │ ├── tweet_audit.thrift │ │ ├── tweet_comparison_service.thrift │ │ ├── tweet_events.thrift │ │ ├── tweet_service.thrift │ │ ├── tweet_service_federated.thrift │ │ ├── tweet_service_graphql.thrift │ │ └── unmentions │ │ └── unmentions.thrift ├── server │ ├── BUILD │ ├── README.md │ ├── config │ │ ├── BUILD │ │ ├── decider.yml │ │ ├── decider_staging.yml │ │ ├── logging │ │ │ ├── logback-all-include.xml │ │ │ ├── logback-without-loglens.xml │ │ │ └── logback.xml │ │ └── partner_media.yml │ └── src │ │ └── main │ │ ├── scala │ │ └── com │ │ │ └── twitter │ │ │ └── tweetypie │ │ │ ├── BUILD │ │ │ ├── backends │ │ │ ├── BUILD │ │ │ ├── Backend.scala │ │ │ ├── ConfigBus.scala │ │ │ ├── CreativesContainerService.scala │ │ │ ├── Escherbird.scala │ │ │ ├── Expandodo.scala │ │ │ ├── GeoScrubEventStore.scala │ │ │ ├── Gizmoduck.scala │ │ │ ├── GnipEnricherator.scala │ │ │ ├── LimiterBackend.scala │ │ │ ├── LimiterService.scala │ │ │ ├── Manhattan.scala │ │ │ ├── MediaInfoService.scala │ │ │ ├── Scarecrow.scala │ │ │ ├── SocialGraphService.scala │ │ │ ├── TFlock.scala │ │ │ ├── Talon.scala │ │ │ ├── TimelineService.scala │ │ │ ├── UserImageService.scala │ │ │ └── Warmup.scala │ │ │ ├── config │ │ │ ├── BUILD │ │ │ ├── BackendClients.scala │ │ │ ├── Caches.scala │ │ │ ├── ClientsParser.scala │ │ │ ├── DynamicConfig.scala │ │ │ ├── DynamicConfigLoader.scala │ │ │ ├── ExternalRepositories.scala │ │ │ ├── LogicalRepositories.scala │ │ │ ├── Main.scala │ │ │ ├── MemcacheExceptionLoggingFilter.scala │ │ │ ├── Resources.scala │ │ │ ├── ScribeTweetCacheWrites.scala │ │ │ ├── TweetBuilders.scala │ │ │ ├── TweetHydrators.scala │ │ │ ├── TweetServerBuilder.scala │ │ │ ├── TweetServiceAuthorizers.scala │ │ │ ├── TweetServiceBuilder.scala │ │ │ ├── TweetServiceInvocationBuilder.scala │ │ │ ├── TweetServiceSettings.scala │ │ │ ├── TweetStores.scala │ │ │ ├── TweetypieDeciderGates.scala │ │ │ ├── WritePathHydration.scala │ │ │ └── package.scala │ │ │ ├── core │ │ │ ├── BUILD │ │ │ ├── CardReferenceUriExtractor.scala │ │ │ ├── EditState.scala │ │ │ ├── Exceptions.scala │ │ │ ├── FilteredState.scala │ │ │ ├── GeoSearchRequestId.scala │ │ │ ├── HydrationState.scala │ │ │ ├── QuotedTweetResult.scala │ │ │ ├── Serializer.scala │ │ │ ├── StoredTweetResult.scala │ │ │ ├── TweetCreateFailure.scala │ │ │ ├── TweetData.scala │ │ │ ├── TweetResult.scala │ │ │ ├── UpstreamFailure.scala │ │ │ ├── ValueState.scala │ │ │ └── package.scala │ │ │ ├── federated │ │ │ ├── BUILD │ │ │ ├── StratoCatalogBuilder.scala │ │ │ ├── columns │ │ │ │ ├── AccessPolicy.scala │ │ │ │ ├── ApiErrors.scala │ │ │ │ ├── BUILD │ │ │ │ ├── CreateRetweetColumn.scala │ │ │ │ ├── CreateTweetColumn.scala │ │ │ │ ├── DeleteTweetColumn.scala │ │ │ │ ├── FederatedFieldColumn.scala │ │ │ │ ├── FederatedFieldGroup.scala │ │ │ │ ├── FederatedFieldReq.scala │ │ │ │ ├── GetStoredTweetsByUserColumn.scala │ │ │ │ ├── GetStoredTweetsColumn.scala │ │ │ │ ├── GetTweetFieldsColumn.scala │ │ │ │ ├── HydrationOptions.scala │ │ │ │ ├── TrackingId.scala │ │ │ │ ├── TweetypieContactInfo.scala │ │ │ │ └── UnretweetColumn.scala │ │ │ ├── context │ │ │ │ ├── BUILD │ │ │ │ └── RequestContext.scala │ │ │ ├── prefetcheddata │ │ │ │ ├── BUILD │ │ │ │ └── PrefetchedDataRepository.scala │ │ │ ├── promotedcontent │ │ │ │ ├── BUILD │ │ │ │ └── TweetPromotedContentLogger.scala │ │ │ └── warmups │ │ │ │ ├── BUILD │ │ │ │ └── StratoCatalogWarmups.scala │ │ │ ├── handler │ │ │ ├── AttachmentBuilder.scala │ │ │ ├── BUILD │ │ │ ├── CardReferenceValidationHandler.scala │ │ │ ├── CardUsersFinder.scala │ │ │ ├── CollabControlBuilder.scala │ │ │ ├── CommunitiesValidator.scala │ │ │ ├── ConversationControlBuilder.scala │ │ │ ├── DeleteAdditionalFieldsBuilder.scala │ │ │ ├── DeleteLocationDataHandler.scala │ │ │ ├── DuplicateTweetFinder.scala │ │ │ ├── EditControlBuilder.scala │ │ │ ├── EditValidator.scala │ │ │ ├── EraseUserTweetsHandler.scala │ │ │ ├── GeoBuilder.scala │ │ │ ├── GetDeletedTweetsHandler.scala │ │ │ ├── GetStoredTweetsByUserHandler.scala │ │ │ ├── GetStoredTweetsHandler.scala │ │ │ ├── GetTweetCountsHandler.scala │ │ │ ├── GetTweetFieldsHandler.scala │ │ │ ├── GetTweetsHandler.scala │ │ │ ├── HandlerError.scala │ │ │ ├── MediaBuilder.scala │ │ │ ├── PostTweet.scala │ │ │ ├── QuotedTweetDeleteEventBuilder.scala │ │ │ ├── QuotedTweetTakedownEventBuilder.scala │ │ │ ├── RateLimitChecker.scala │ │ │ ├── ReplyBuilder.scala │ │ │ ├── RetweetBuilder.scala │ │ │ ├── ReverseGeocoder.scala │ │ │ ├── ScarecrowRetweetSpamChecker.scala │ │ │ ├── ScarecrowTweetSpamChecker.scala │ │ │ ├── ScrubGeoEventBuilder.scala │ │ │ ├── SelfThreadBuilder.scala │ │ │ ├── SetAdditionalFieldsBuilder.scala │ │ │ ├── SetRetweetVisibilityHandler.scala │ │ │ ├── Spam.scala │ │ │ ├── TakedownHandler.scala │ │ │ ├── TweetBuilder.scala │ │ │ ├── TweetCreationLock.scala │ │ │ ├── TweetDeletePathHandler.scala │ │ │ ├── TweetWriteValidator.scala │ │ │ ├── U13ValidationUtil.scala │ │ │ ├── UndeleteTweetHandler.scala │ │ │ ├── UnretweetHandler.scala │ │ │ ├── UpdatePossiblySensitiveTweetHandler.scala │ │ │ ├── UrlEntityBuilder.scala │ │ │ ├── UrlShortener.scala │ │ │ ├── UserTakedownHandler.scala │ │ │ ├── WritePathQueryOptions.scala │ │ │ └── package.scala │ │ │ ├── hydrator │ │ │ ├── BUILD │ │ │ ├── Card2Hydrator.scala │ │ │ ├── CardHydrator.scala │ │ │ ├── ContributorHydrator.scala │ │ │ ├── ContributorVisibilityFilter.scala │ │ │ ├── ConversationControlHydrator.scala │ │ │ ├── ConversationIdHydrator.scala │ │ │ ├── ConversationMutedHydrator.scala │ │ │ ├── CopyFromSourceTweet.scala │ │ │ ├── CreatedAtRepairer.scala │ │ │ ├── DeviceSourceHydrator.scala │ │ │ ├── DirectedAtHydrator.scala │ │ │ ├── EditControlHydrator.scala │ │ │ ├── EditHydrator.scala │ │ │ ├── EditPerspectiveHydrator.scala │ │ │ ├── EscherbirdAnnotationHydrator.scala │ │ │ ├── FeatureSwitchResultsHydrator.scala │ │ │ ├── GeoScrubHydrator.scala │ │ │ ├── HasMediaHydrator.scala │ │ │ ├── IM1837FilterHydrator.scala │ │ │ ├── IM2884FilterHydrator.scala │ │ │ ├── IM3433FilterHydrator.scala │ │ │ ├── LanguageHydrator.scala │ │ │ ├── MediaEntityHydrator.scala │ │ │ ├── MediaInfoHydrator.scala │ │ │ ├── MediaIsProtectedHydrator.scala │ │ │ ├── MediaKeyHydrator.scala │ │ │ ├── MediaRefsHydrator.scala │ │ │ ├── MediaTagsHydrator.scala │ │ │ ├── MediaUrlFieldsHydrator.scala │ │ │ ├── MentionEntityHydrator.scala │ │ │ ├── NegativeVisibleTextRangeRepairer.scala │ │ │ ├── NoteTweetSuffixHydrator.scala │ │ │ ├── PartialEntityCleaner.scala │ │ │ ├── PastedMediaHydrator.scala │ │ │ ├── PerspectiveHydrator.scala │ │ │ ├── PlaceHydrator.scala │ │ │ ├── PreviousTweetCountsHydrator.scala │ │ │ ├── ProfileGeoHydrator.scala │ │ │ ├── QuoteTweetVisibilityHydrator.scala │ │ │ ├── QuotedTweetHydrator.scala │ │ │ ├── QuotedTweetRefHydrator.scala │ │ │ ├── QuotedTweetRefUrlsHydrator.scala │ │ │ ├── RepairMutation.scala │ │ │ ├── ReplyScreenNameHydrator.scala │ │ │ ├── ReportedTweetFilter.scala │ │ │ ├── RetweetMediaRepairer.scala │ │ │ ├── RetweetParentStatusIdRepairer.scala │ │ │ ├── ScrubEngagementHydrator.scala │ │ │ ├── ScrubUncacheableTweetRepairer.scala │ │ │ ├── SourceTweetHydrator.scala │ │ │ ├── StripHiddenGeoCoordinates.scala │ │ │ ├── SuperfluousUrlEntityScrubber.scala │ │ │ ├── TakedownHydrator.scala │ │ │ ├── TextRepairer.scala │ │ │ ├── TweetAuthorVisibilityHydrator.scala │ │ │ ├── TweetCountsHydrator.scala │ │ │ ├── TweetCtx.scala │ │ │ ├── TweetHydration.scala │ │ │ ├── TweetLegacyFormatter.scala │ │ │ ├── TweetQueryOptionsExpander.scala │ │ │ ├── TweetVisibilityHydrator.scala │ │ │ ├── UnmentionDataHydrator.scala │ │ │ ├── UnrequestedFieldScrubber.scala │ │ │ ├── UrlEntityHydrator.scala │ │ │ ├── ValueHydrator.scala │ │ │ └── package.scala │ │ │ ├── media │ │ │ ├── BUILD │ │ │ ├── MediaClient.scala │ │ │ ├── MediaKeyClassifier.scala │ │ │ ├── MediaKeyUtil.scala │ │ │ └── MediaMetadata.scala │ │ │ ├── package.scala │ │ │ ├── repository │ │ │ ├── BUILD │ │ │ ├── CacheStitch.scala │ │ │ ├── CachingTweetRepository.scala │ │ │ ├── Card2Repository.scala │ │ │ ├── CardRepository.scala │ │ │ ├── CardUsersRepository.scala │ │ │ ├── ConversationControlRepository.scala │ │ │ ├── ConversationIdRepository.scala │ │ │ ├── ConversationMutedRepository.scala │ │ │ ├── CreativesContainerMaterializationRepository.scala │ │ │ ├── DeletedTweetVisibilityRepository.scala │ │ │ ├── DeviceSourceRepository.scala │ │ │ ├── EscherbirdAnnotationRepository.scala │ │ │ ├── GeoScrubTimestampRepository.scala │ │ │ ├── GeoduckPlaceRepository.scala │ │ │ ├── LastQuoteOfQuoterRepository.scala │ │ │ ├── ManhattanTweetRepository.scala │ │ │ ├── MediaMetadataRepository.scala │ │ │ ├── ParentUserIdRepository.scala │ │ │ ├── PastedMediaRepository.scala │ │ │ ├── PenguinLanguageRepository.scala │ │ │ ├── PerspectiveRepository.scala │ │ │ ├── PlaceRepository.scala │ │ │ ├── ProfileGeoRepository.scala │ │ │ ├── QuotedTweetVisibilityRepository.scala │ │ │ ├── QuoterHasAlreadyQuotedRepository.scala │ │ │ ├── RelationshipRepository.scala │ │ │ ├── RetweetSpamCheckRepository.scala │ │ │ ├── StitchLockingCache.scala │ │ │ ├── StratoCommunityAccessRepository.scala │ │ │ ├── StratoCommunityMembershipRepository.scala │ │ │ ├── StratoPromotedTweetRepository.scala │ │ │ ├── StratoSafetyLabelsRepository.scala │ │ │ ├── StratoSubscriptionVerificationRepository.scala │ │ │ ├── StratoSuperFollowEligibleRepository.scala │ │ │ ├── StratoSuperFollowRelationsRepository.scala │ │ │ ├── TweetCountsRepository.scala │ │ │ ├── TweetQuery.scala │ │ │ ├── TweetRepository.scala │ │ │ ├── TweetResultRepository.scala │ │ │ ├── TweetSpamCheckRepository.scala │ │ │ ├── TweetVisibilityRepository.scala │ │ │ ├── UnmentionInfoRepository.scala │ │ │ ├── UnmentionedEntitiesRepository.scala │ │ │ ├── UrlRepository.scala │ │ │ ├── UserInfoRepository.scala │ │ │ ├── UserRepository.scala │ │ │ ├── UserTakedownRepository.scala │ │ │ ├── UserViewerRecipient.scala │ │ │ ├── VibeRepository.scala │ │ │ ├── VisibilityResultToFilteredState.scala │ │ │ └── package.scala │ │ │ ├── serverutil │ │ │ ├── ActivityService.scala │ │ │ ├── ActivityUtil.scala │ │ │ ├── BUILD │ │ │ ├── BoringStackTrace.scala │ │ │ ├── CaffeineMemcacheClient.scala │ │ │ ├── DeviceSourceParser.scala │ │ │ ├── ExceptionCounter.scala │ │ │ ├── ExtendedTweetMetadataBuilder.scala │ │ │ ├── NullMemcacheClient.scala │ │ │ ├── PartnerMedia.scala │ │ │ ├── StoredCard.scala │ │ │ └── logcachewrites │ │ │ │ ├── BUILD │ │ │ │ ├── TweetCacheWrite.scala │ │ │ │ └── WriteLoggingCache.scala │ │ │ ├── service │ │ │ ├── BUILD │ │ │ ├── ClientHandlingTweetService.scala │ │ │ ├── DispatchingTweetService.scala │ │ │ ├── FailureLoggingTweetService.scala │ │ │ ├── MethodAuthorizer.scala │ │ │ ├── ObservedTweetService.scala │ │ │ ├── QuillTweetService.scala │ │ │ ├── ReplicatingTweetService.scala │ │ │ ├── RescueExceptions.scala │ │ │ ├── TweetServiceProxy.scala │ │ │ ├── TweetServiceWarmer.scala │ │ │ ├── observer │ │ │ │ ├── BUILD │ │ │ │ ├── GetDeletedTweetsObserver.scala │ │ │ │ ├── GetStoredTweetsByUserObserver.scala │ │ │ │ ├── GetStoredTweetsObserver.scala │ │ │ │ ├── GetTweetCountsObserver.scala │ │ │ │ ├── GetTweetFieldsObserver.scala │ │ │ │ ├── GetTweetsObserver.scala │ │ │ │ ├── Observer.scala │ │ │ │ ├── PostTweetObserver.scala │ │ │ │ ├── ResultStateStats.scala │ │ │ │ ├── StoredTweetsObserver.scala │ │ │ │ └── package.scala │ │ │ └── package.scala │ │ │ └── store │ │ │ ├── AsyncEnqueueStore.scala │ │ │ ├── BUILD │ │ │ ├── CachingTweetStore.scala │ │ │ ├── DeleteAdditionalFields.scala │ │ │ ├── DeleteTweet.scala │ │ │ ├── FanoutServiceStore.scala │ │ │ ├── Flush.scala │ │ │ ├── GeoSearchRequestIDStore.scala │ │ │ ├── GizmoduckUserCountsUpdatingStore.scala │ │ │ ├── GizmoduckUserGeotagUpdateStore.scala │ │ │ ├── Guano.scala │ │ │ ├── GuanoServiceStore.scala │ │ │ ├── IncrBookmarkCount.scala │ │ │ ├── IncrFavCount.scala │ │ │ ├── InitialTweetUpdate.scala │ │ │ ├── InsertTweet.scala │ │ │ ├── LimiterStore.scala │ │ │ ├── LogLensStore.scala │ │ │ ├── ManhattanTweetStore.scala │ │ │ ├── MediaIndexHelper.scala │ │ │ ├── MediaServiceStore.scala │ │ │ ├── QuotedTweetDelete.scala │ │ │ ├── QuotedTweetOps.scala │ │ │ ├── QuotedTweetTakedown.scala │ │ │ ├── ReplicatingTweetStore.scala │ │ │ ├── RetweetArchivalEnqueueStore.scala │ │ │ ├── ScribeMediaTagStore.scala │ │ │ ├── ScrubGeo.scala │ │ │ ├── SetAdditionalFields.scala │ │ │ ├── SetRetweetVisibility.scala │ │ │ ├── Takedown.scala │ │ │ ├── TlsTimelineUpdatingStore.scala │ │ │ ├── TweetCountsCacheUpdatingStore.scala │ │ │ ├── TweetEventBusStore.scala │ │ │ ├── TweetIndexingStore.scala │ │ │ ├── TweetStatsStore.scala │ │ │ ├── TweetStore.scala │ │ │ ├── TweetStoreEvent.scala │ │ │ ├── TweetUpdate.scala │ │ │ ├── UndeleteTweet.scala │ │ │ ├── UpdatePossiblySensitiveTweet.scala │ │ │ └── package.scala │ │ └── thrift │ │ ├── BUILD │ │ └── tweetypie_internal.thrift └── servo │ ├── README.md │ ├── decider │ ├── BUILD │ └── src │ │ └── main │ │ └── scala │ │ ├── BUILD │ │ └── com │ │ └── twitter │ │ └── servo │ │ ├── decider │ │ ├── DeciderGateBuilder.scala │ │ ├── DeciderKeyEnum.scala │ │ └── package.scala │ │ └── gate │ │ └── DeciderGate.scala │ ├── json │ ├── BUILD │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── servo │ │ └── json │ │ ├── BUILD │ │ └── ThriftJsonInspector.scala │ ├── repo │ ├── BUILD │ └── src │ │ └── main │ │ ├── scala │ │ ├── BUILD │ │ └── com │ │ │ └── twitter │ │ │ └── servo │ │ │ ├── cache │ │ │ ├── ByteCountingMemcache.scala │ │ │ ├── Cache.scala │ │ │ ├── CacheFactory.scala │ │ │ ├── Cached.scala │ │ │ ├── CounterCache.scala │ │ │ ├── CounterSerializer.scala │ │ │ ├── FinagleMemcache.scala │ │ │ ├── ForwardingCache.scala │ │ │ ├── HotKeyMemcacheClient.scala │ │ │ ├── InProcessCache.scala │ │ │ ├── IterableSerializer.scala │ │ │ ├── KeyFilteringCache.scala │ │ │ ├── KeyTransformer.scala │ │ │ ├── LockingCache.scala │ │ │ ├── Memcache.scala │ │ │ ├── MigratingCache.scala │ │ │ ├── MissingCache.scala │ │ │ ├── ObservableCache.scala │ │ │ ├── SecondaryIndexingCache.scala │ │ │ ├── SelectedCache.scala │ │ │ ├── SeqSerializer.scala │ │ │ ├── Serializer.scala │ │ │ ├── SetSerializer.scala │ │ │ ├── SimpleReplicatingCache.scala │ │ │ ├── TransformingCache.scala │ │ │ ├── TtlCache.scala │ │ │ └── package.scala │ │ │ ├── database │ │ │ ├── Accessors.scala │ │ │ ├── Bitfield.scala │ │ │ ├── Credentials.scala │ │ │ ├── Database.scala │ │ │ └── package.scala │ │ │ ├── hydrator │ │ │ └── KeyValueHydrator.scala │ │ │ ├── keyvalue │ │ │ └── KeyValueResult.scala │ │ │ ├── repository │ │ │ ├── CachingCounterKeyValueRepository.scala │ │ │ ├── CachingKeyValueRepository.scala │ │ │ ├── ChunkingStrategy.scala │ │ │ ├── DarkmodingKeyValueRepositoryFactory.scala │ │ │ ├── HotKeyCachingKeyValueRepository.scala │ │ │ ├── ImmutableKeyValueRepository.scala │ │ │ ├── KeyValueRepository.scala │ │ │ ├── ObservableKeyValueRepository.scala │ │ │ ├── Repository.scala │ │ │ ├── ResponseCachingKeyValueRepository.scala │ │ │ ├── RichQuery.scala │ │ │ ├── SuccessRateTrackingRepository.scala │ │ │ └── package.scala │ │ │ └── store │ │ │ ├── CachingStore.scala │ │ │ ├── KeyValueStore.scala │ │ │ ├── ObservableStore.scala │ │ │ └── Store.scala │ │ └── thrift │ │ ├── BUILD │ │ └── com │ │ └── twitter │ │ └── servo │ │ └── cache │ │ └── servo_repo.thrift │ ├── request │ ├── BUILD │ └── src │ │ └── main │ │ └── scala │ │ ├── BUILD │ │ └── com │ │ └── twitter │ │ └── servo │ │ └── request │ │ ├── ClientRequestAuthorizer.scala │ │ ├── ClientRequestObserver.scala │ │ ├── PermissionModule.scala │ │ ├── RequestFilter.scala │ │ ├── RequestHandler.scala │ │ └── package.scala │ └── util │ ├── BUILD │ └── src │ └── main │ └── scala │ ├── BUILD │ └── com │ └── twitter │ └── servo │ ├── data │ ├── Lens.scala │ └── Mutation.scala │ ├── forked │ ├── Forked.scala │ └── QueueExecutor.scala │ ├── gate │ └── RateLimitingGate.scala │ └── util │ ├── Availability.scala │ ├── Average.scala │ ├── BatchExecutor.scala │ ├── CancelledExceptionExtractor.scala │ ├── CounterInitializingStatsReceiver.scala │ ├── Effect.scala │ ├── ExceptionCounter.scala │ ├── FrequencyCounter.scala │ ├── FunctionArrow.scala │ ├── FutureArrow.scala │ ├── FutureEffect.scala │ ├── Gate.scala │ ├── LogarithmicallyBucketedTimer.scala │ ├── MemoizingStatsReceiver.scala │ ├── Observable.scala │ ├── OptionOrdering.scala │ ├── RandomPerturber.scala │ ├── RateLimitingLogger.scala │ ├── Retry.scala │ ├── RetryHandler.scala │ ├── RpcRetry.scala │ ├── Scribe.scala │ ├── SuccessRateTracker.scala │ ├── SynchronizedHashMap.scala │ ├── ThreadLocalStringBuilder.scala │ ├── ThrowableHelper.scala │ ├── Transformer.scala │ ├── TryOrdering.scala │ ├── WaitForServerSets.scala │ └── package.scala ├── twml ├── BUILD ├── README.md ├── libtwml │ ├── BUILD │ ├── include │ │ ├── twml.h │ │ └── twml │ │ │ ├── BatchPredictionRequest.h │ │ │ ├── BatchPredictionResponse.h │ │ │ ├── BlockFormatReader.h │ │ │ ├── BlockFormatWriter.h │ │ │ ├── DataRecord.h │ │ │ ├── DataRecordReader.h │ │ │ ├── DataRecordWriter.h │ │ │ ├── Error.h │ │ │ ├── HashedDataRecord.h │ │ │ ├── HashedDataRecordReader.h │ │ │ ├── Hashmap.h │ │ │ ├── RawTensor.h │ │ │ ├── Tensor.h │ │ │ ├── TensorRecord.h │ │ │ ├── TensorRecordReader.h │ │ │ ├── TensorRecordWriter.h │ │ │ ├── ThriftReader.h │ │ │ ├── ThriftWriter.h │ │ │ ├── Type.h │ │ │ ├── common.h │ │ │ ├── defines.h │ │ │ ├── discretizer_impl.h │ │ │ ├── functions.h │ │ │ ├── hashing_discretizer_impl.h │ │ │ ├── io │ │ │ └── IOError.h │ │ │ ├── optim.h │ │ │ └── utilities.h │ ├── setup.cfg │ ├── setup.py │ └── src │ │ ├── lib │ │ ├── BatchPredictionRequest.cpp │ │ ├── BatchPredictionResponse.cpp │ │ ├── BlockFormatReader.cpp │ │ ├── BlockFormatWriter.cpp │ │ ├── CMakeLists.txt │ │ ├── CPPLINT.cfg │ │ ├── DataRecord.cpp │ │ ├── DataRecordReader.cpp │ │ ├── DataRecordWriter.cpp │ │ ├── HashedDataRecord.cpp │ │ ├── HashedDataRecordReader.cpp │ │ ├── Hashmap.cpp │ │ ├── Tensor.cpp │ │ ├── TensorRecordReader.cpp │ │ ├── TensorRecordWriter.cpp │ │ ├── ThriftReader.cpp │ │ ├── ThriftWriter.cpp │ │ ├── discretizer_impl.cpp │ │ ├── functions.cpp │ │ ├── hashing_discretizer_impl.cpp │ │ ├── internal │ │ │ ├── endianutils.h │ │ │ ├── error.h │ │ │ ├── interpolate.h │ │ │ ├── khash.h │ │ │ ├── linear_search.h │ │ │ ├── murmur_hash3.h │ │ │ ├── thrift.h │ │ │ └── utf_converter.h │ │ ├── io │ │ │ └── IOError.cpp │ │ ├── murmur_hash3.cpp │ │ ├── optim.cpp │ │ └── utf_converter.cpp │ │ └── ops │ │ ├── CMakeLists.txt │ │ ├── add1.cpp │ │ ├── batch_prediction_request.cpp │ │ ├── batch_prediction_request_v2.cpp │ │ ├── batch_prediction_response_writer.cpp │ │ ├── batch_prediction_tensor_response_writer.cpp │ │ ├── binary_sparse_dense_matmul.cpp │ │ ├── binary_sparse_dense_matmul.h │ │ ├── binary_sparse_dense_matmul_impl.h │ │ ├── block_format_dataset.cpp │ │ ├── block_format_reader.h │ │ ├── compress_sample_ids.cpp │ │ ├── contrib │ │ └── get_substrings.cpp │ │ ├── data_record.cpp │ │ ├── data_record_tensor_writer.cpp │ │ ├── discretizer.cpp │ │ ├── feature_extractor.cpp │ │ ├── feature_id.cpp │ │ ├── feature_mask.cpp │ │ ├── fixed_length_tensor.cpp │ │ ├── hashed_data_record.cpp │ │ ├── hashing_discretizer.cpp │ │ ├── hashmap.cpp │ │ ├── isotonic_calibration.cpp │ │ ├── num_intra_op_threads.cpp │ │ ├── par_add.cpp │ │ ├── partition_sparse_tensor.cpp │ │ ├── percentile_discretizer_v2.cpp │ │ ├── resource_utils.h │ │ ├── scripts │ │ ├── get_inc.py │ │ ├── get_inc.sh │ │ ├── get_lib.py │ │ ├── get_lib.sh │ │ └── symlink.sh │ │ ├── sleep_op.cpp │ │ ├── sparse_normalization.cpp │ │ ├── tensor_record.cpp │ │ ├── tensorflow_utils.cpp │ │ ├── tensorflow_utils.h │ │ └── var_length_reader.cpp ├── setup.cfg ├── setup.py ├── twml │ ├── __init__.py │ ├── argument_parser.py │ ├── array.py │ ├── block_format_writer.py │ ├── constants.py │ ├── contrib │ │ ├── __init__.py │ │ ├── build_graphs_fns.py │ │ ├── calibrators │ │ │ ├── __init__.py │ │ │ ├── calibrator.py │ │ │ ├── common_calibrators.py │ │ │ ├── hashed_percentile_discretizer.py │ │ │ ├── hashing_discretizer.py │ │ │ ├── isotonic.py │ │ │ ├── mdl.py │ │ │ └── percentile_discretizer.py │ │ ├── eventbus │ │ │ ├── input_fn.py │ │ │ └── reader.py │ │ ├── export │ │ │ ├── __init__.py │ │ │ ├── export_fn.py │ │ │ └── exporters.py │ │ ├── feature_config.py │ │ ├── feature_config_parsers.py │ │ ├── feature_importances │ │ │ ├── __init__.py │ │ │ ├── feature_importances.py │ │ │ ├── feature_permutation.py │ │ │ └── helpers.py │ │ ├── hooks.py │ │ ├── initializers.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── embedding_lookup.py │ │ │ ├── factorization_machine.py │ │ │ ├── full_dense.py │ │ │ ├── hashed_percentile_discretizer.py │ │ │ ├── hashing_discretizer.py │ │ │ ├── mask_layer.py │ │ │ ├── stacked_rnn.py │ │ │ └── zscore_normalization.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── metrics.py │ │ │ └── search_metrics.py │ │ ├── optimizers │ │ │ ├── __init__.py │ │ │ ├── deep_gradient_compression_optimizer.py │ │ │ └── pruning_optimizer.py │ │ ├── parsers.py │ │ ├── pruning.py │ │ ├── readers │ │ │ ├── __init__.py │ │ │ ├── batch_prediction_request.py │ │ │ ├── data_record.py │ │ │ └── hashed_batch_prediction_request.py │ │ ├── trainers │ │ │ ├── __init__.py │ │ │ ├── batch_prediction_request_trainer.py │ │ │ ├── pruning_data_record_trainer.py │ │ │ └── trainer_utils.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── datasets.py │ │ │ ├── device.py │ │ │ ├── interp.py │ │ │ ├── loss_fns.py │ │ │ ├── masks.py │ │ │ ├── math_fns.py │ │ │ ├── normalizer.py │ │ │ ├── scores.py │ │ │ └── similarities.py │ ├── dataset.py │ ├── errors.py │ ├── export_output_fns.py │ ├── feature_config.py │ ├── filters.py │ ├── hooks.py │ ├── input_fns.py │ ├── layers │ │ ├── __init__.py │ │ ├── batch_prediction_tensor_writer.py │ │ ├── batch_prediction_writer.py │ │ ├── data_record_tensor_writer.py │ │ ├── full_dense.py │ │ ├── full_sparse.py │ │ ├── isotonic.py │ │ ├── layer.py │ │ ├── mdl.py │ │ ├── partition.py │ │ ├── percentile_discretizer.py │ │ ├── sequential.py │ │ ├── sparse_max_norm.py │ │ └── stitch.py │ ├── learning_rate_decay.py │ ├── lookup │ │ └── __init__.py │ ├── metrics.py │ ├── optimizers │ │ └── __init__.py │ ├── parsers.py │ ├── readers │ │ ├── __init__.py │ │ ├── batch_prediction_request.py │ │ ├── data_record.py │ │ ├── hashed_batch_prediction_request.py │ │ └── hashed_data_record.py │ ├── saved_model_cli │ │ ├── __init__.py │ │ └── __main__.py │ ├── summary │ │ └── __init__.py │ ├── tensorboard │ │ ├── __init__.py │ │ └── __main__.py │ ├── tensorio.py │ ├── tracking │ │ ├── __init__.py │ │ └── experiment_tracker.py │ ├── trainers │ │ ├── __init__.py │ │ ├── data_record_trainer.py │ │ └── trainer.py │ └── util.py └── twml_common │ ├── __init__.py │ ├── initializer.py │ ├── serialize.py │ └── sparse_inputs.py ├── unified_user_actions ├── .gitignore ├── BUILD.bazel ├── README.md ├── adapter │ └── src │ │ ├── main │ │ └── scala │ │ │ └── com │ │ │ └── twitter │ │ │ └── unified_user_actions │ │ │ └── adapter │ │ │ ├── AbstractAdapter.scala │ │ │ ├── BUILD │ │ │ ├── ads_callback_engagements │ │ │ ├── AdsCallbackEngagement.scala │ │ │ ├── AdsCallbackEngagementsAdapter.scala │ │ │ ├── BUILD │ │ │ ├── BaseAdsCallbackEngagement.scala │ │ │ ├── BaseTrendAdsCallbackEngagement.scala │ │ │ ├── BaseVideoAdsCallbackEngagement.scala │ │ │ ├── EngagementTypeMappings.scala │ │ │ └── ProfileAdsCallbackEngagement.scala │ │ │ ├── client_event │ │ │ ├── BUILD │ │ │ ├── BaseCTAClientEvent.scala │ │ │ ├── BaseCardClientEvent.scala │ │ │ ├── BaseClientEvent.scala │ │ │ ├── BaseFeedbackSubmitClientEvent.scala │ │ │ ├── BaseNotificationTabClientEvent.scala │ │ │ ├── BaseProfileClientEvent.scala │ │ │ ├── BasePushNotificationClientEvent.scala │ │ │ ├── BaseSearchTypeaheadEvent.scala │ │ │ ├── BaseTopicClientEvent.scala │ │ │ ├── BaseUASClientEvent.scala │ │ │ ├── BaseVideoClientEvent.scala │ │ │ ├── ClientEventAdapter.scala │ │ │ ├── ClientEventCommonUtils.scala │ │ │ ├── ClientEventEngagement.scala │ │ │ ├── ClientEventImpression.scala │ │ │ ├── HomeInfoUtils.scala │ │ │ ├── ItemTypeFilterPredicates.scala │ │ │ ├── NotificationClientEventUtils.scala │ │ │ ├── ProductSurfaceUtils.scala │ │ │ ├── SearchInfoUtils.scala │ │ │ ├── TopicIdUtils.scala │ │ │ └── VideoClientEventUtils.scala │ │ │ ├── common │ │ │ ├── AdapterUtils.scala │ │ │ └── BUILD │ │ │ ├── email_notification_event │ │ │ ├── BUILD │ │ │ ├── EmailNotificationEventAdapter.scala │ │ │ └── EmailNotificationEventUtils.scala │ │ │ ├── favorite_archival_events │ │ │ ├── BUILD │ │ │ └── FavoriteArchivalEventsAdapter.scala │ │ │ ├── retweet_archival_events │ │ │ ├── BUILD │ │ │ └── RetweetArchivalEventsAdapter.scala │ │ │ ├── social_graph_event │ │ │ ├── BUILD │ │ │ ├── BaseReportSocialGraphWriteEvent.scala │ │ │ ├── BaseSocialGraphWriteEvent.scala │ │ │ ├── SocialGraphAdapter.scala │ │ │ └── SocialGraphEngagement.scala │ │ │ ├── tls_favs_event │ │ │ ├── BUILD │ │ │ └── TlsFavsAdapter.scala │ │ │ ├── tweetypie_event │ │ │ ├── BUILD │ │ │ ├── BaseTweetypieTweetEvent.scala │ │ │ ├── BaseTweetypieTweetEventCreate.scala │ │ │ ├── BaseTweetypieTweetEventDelete.scala │ │ │ ├── TweetypieEventAdapter.scala │ │ │ └── TweetypieEventUtils.scala │ │ │ ├── user_modification_event │ │ │ ├── BUILD.bazel │ │ │ ├── UserModificationAdapter.scala │ │ │ └── UserModifications.scala │ │ │ └── uua_aggregates │ │ │ ├── BUILD │ │ │ ├── README │ │ │ ├── RekeyUuaAdapter.scala │ │ │ ├── RekeyUuaFromInteractionEventsAdapter.scala │ │ │ └── UuaActions.scala │ │ └── test │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ └── adapter │ │ ├── AdapterUtilsSpec.scala │ │ ├── AdsCallbackEngagementsAdapterSpec.scala │ │ ├── BUILD.bazel │ │ ├── ClientEventAdapterSpec.scala │ │ ├── EmailNotificationEventAdapterSpec.scala │ │ ├── EmailNotificationEventUtilsSpec.scala │ │ ├── FavoriteArchivalEventsAdapterSpec.scala │ │ ├── RekeyUuaFromInteractionEventsAdapterSpec.scala │ │ ├── RetweetArchivalEventsAdapterSpec.scala │ │ ├── SearchInfoUtilsSpec.scala │ │ ├── SocialGraphAdapterSpec.scala │ │ ├── TestFixtures.scala │ │ ├── TlsFavsAdapterSpec.scala │ │ ├── TopicsIdUtilsSpec.scala │ │ ├── TweetypieEventAdapterSpec.scala │ │ ├── UserModificationAdapterSpec.scala │ │ └── VideoClientEventUtilsSpec.scala ├── client │ └── src │ │ ├── main │ │ └── scala │ │ │ └── com │ │ │ └── twitter │ │ │ └── unified_user_actions │ │ │ └── client │ │ │ ├── config │ │ │ ├── BUILD │ │ │ ├── Clusters.scala │ │ │ ├── Constants.scala │ │ │ ├── Environments.scala │ │ │ └── KafkaConfigs.scala │ │ │ └── summingbird │ │ │ ├── BUILD │ │ │ └── UnifiedUserActionsSourceScrooge.scala │ │ └── test │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ └── client │ │ └── config │ │ ├── BUILD.bazel │ │ └── KafkaConfigsSpec.scala ├── enricher │ ├── BUILD.bazel │ ├── README.md │ └── src │ │ ├── main │ │ ├── scala │ │ │ └── com │ │ │ │ └── twitter │ │ │ │ └── unified_user_actions │ │ │ │ └── enricher │ │ │ │ ├── BUILD │ │ │ │ ├── Exceptions.scala │ │ │ │ ├── driver │ │ │ │ ├── BUILD │ │ │ │ ├── EnrichmentDriver.scala │ │ │ │ └── EnrichmentPlanUtils.scala │ │ │ │ ├── graphql │ │ │ │ ├── BUILD │ │ │ │ └── GraphqlRspParser.scala │ │ │ │ ├── hcache │ │ │ │ ├── BUILD │ │ │ │ ├── LocalCache.scala │ │ │ │ └── ObservedEvictingCache.scala │ │ │ │ ├── hydrator │ │ │ │ ├── AbstractHydrator.scala │ │ │ │ ├── BUILD │ │ │ │ ├── DefaultHydrator.scala │ │ │ │ ├── Hydrator.scala │ │ │ │ └── NoopHydrator.scala │ │ │ │ └── partitioner │ │ │ │ ├── BUILD │ │ │ │ ├── DefaultPartitioner.scala │ │ │ │ └── Partitioner.scala │ │ └── thrift │ │ │ └── com │ │ │ └── twitter │ │ │ └── unified_user_actions │ │ │ └── enricher │ │ │ └── internal │ │ │ ├── BUILD │ │ │ ├── enrichment_envelop.thrift │ │ │ ├── enrichment_key.thrift │ │ │ └── enrichment_plan.thrift │ │ └── test │ │ ├── resources │ │ ├── BUILD.bazel │ │ └── logback.xml │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ └── enricher │ │ ├── BUILD.bazel │ │ ├── EnricherFixture.scala │ │ ├── driver │ │ ├── BUILD.bazel │ │ └── DriverTest.scala │ │ ├── graphql │ │ ├── BUILD.bazel │ │ └── GraphqlSpecs.scala │ │ ├── hcache │ │ ├── BUILD.bazel │ │ └── LocalCacheTest.scala │ │ ├── hydrator │ │ ├── BUILD.bazel │ │ ├── DefaultHydratorTest.scala │ │ └── NoopHydratorTest.scala │ │ └── partitioner │ │ ├── BUILD.bazel │ │ └── DefaultPartitionerTest.scala ├── graphql │ ├── README.md │ └── TweetHydration.graphql ├── kafka │ └── src │ │ ├── main │ │ └── scala │ │ │ └── com │ │ │ └── twitter │ │ │ └── unified_user_actions │ │ │ └── kafka │ │ │ ├── BUILD │ │ │ ├── ClientConfigs.scala │ │ │ ├── ClientProviders.scala │ │ │ ├── CompressionTypeFlag.scala │ │ │ └── serde │ │ │ ├── NullableScalaSerdes.scala │ │ │ └── internal │ │ │ └── thrift.scala │ │ └── test │ │ ├── resources │ │ ├── BUILD.bazel │ │ └── logback-test.xml │ │ └── scala │ │ ├── BUILD.bazel │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ └── kafka │ │ └── serde │ │ ├── NullableScalaSerdesSpec.scala │ │ └── TestLogAppender.scala ├── scripts │ └── kill_staging.sh ├── service │ ├── deploy │ │ ├── kill-staging-services.workflow │ │ ├── rekey-uua-iesource-prod.workflow │ │ ├── rekey-uua-iesource-staging.workflow │ │ ├── rekey-uua-iesource.aurora │ │ ├── rekey-uua-prod.workflow │ │ ├── rekey-uua-staging.workflow │ │ ├── rekey-uua.aurora │ │ ├── uua-ads-callback-engagements-prod.workflow │ │ ├── uua-ads-callback-engagements-staging.workflow │ │ ├── uua-ads-callback-engagements.aurora │ │ ├── uua-client-event-prod.workflow │ │ ├── uua-client-event-staging.workflow │ │ ├── uua-client-event.aurora │ │ ├── uua-email-notification-event-prod.workflow │ │ ├── uua-email-notification-event-staging.workflow │ │ ├── uua-email-notification-event.aurora │ │ ├── uua-enricher-staging.workflow │ │ ├── uua-enricher.aurora │ │ ├── uua-enrichment-planner-staging.workflow │ │ ├── uua-enrichment-planner.aurora │ │ ├── uua-favorite-archival-events-prod.workflow │ │ ├── uua-favorite-archival-events-staging.workflow │ │ ├── uua-favorite-archival-events.aurora │ │ ├── uua-retweet-archival-events-prod.workflow │ │ ├── uua-retweet-archival-events-staging.workflow │ │ ├── uua-retweet-archival-events.aurora │ │ ├── uua-social-graph-prod.workflow │ │ ├── uua-social-graph-staging.workflow │ │ ├── uua-social-graph.aurora │ │ ├── uua-tls-favs-prod.workflow │ │ ├── uua-tls-favs-staging.workflow │ │ ├── uua-tls-favs.aurora │ │ ├── uua-tweetypie-event-prod.workflow │ │ ├── uua-tweetypie-event-staging.workflow │ │ ├── uua-tweetypie-event.aurora │ │ ├── uua-user-modification-prod.workflow │ │ ├── uua-user-modification-staging.workflow │ │ └── uua-user-modification.aurora │ └── src │ │ ├── main │ │ ├── resources │ │ │ ├── BUILD │ │ │ ├── decider.yml │ │ │ └── logback.xml │ │ └── scala │ │ │ ├── BUILD │ │ │ └── com │ │ │ └── twitter │ │ │ └── unified_user_actions │ │ │ └── service │ │ │ ├── AdsCallbackEngagementsService.scala │ │ │ ├── BUILD │ │ │ ├── ClientEventService.scala │ │ │ ├── EmailNotificationEventService.scala │ │ │ ├── EnricherService.scala │ │ │ ├── EnrichmentPlannerService.scala │ │ │ ├── FavoriteArchivalEventsService.scala │ │ │ ├── RekeyUuaIesourceService.scala │ │ │ ├── RekeyUuaService.scala │ │ │ ├── RetweetArchivalEventsService.scala │ │ │ ├── SocialGraphService.scala │ │ │ ├── TlsFavsService.scala │ │ │ ├── TweetypieEventService.scala │ │ │ ├── UserModificationService.scala │ │ │ └── module │ │ │ ├── BUILD │ │ │ ├── CacheModule.scala │ │ │ ├── ClientIdModule.scala │ │ │ ├── DeciderUtils.scala │ │ │ ├── FlagsModule.scala │ │ │ ├── GraphqlClientProviderModule.scala │ │ │ ├── KafkaProcessorAdsCallbackEngagementsModule.scala │ │ │ ├── KafkaProcessorClientEventModule.scala │ │ │ ├── KafkaProcessorEmailNotificationEventModule.scala │ │ │ ├── KafkaProcessorFavoriteArchivalEventsModule.scala │ │ │ ├── KafkaProcessorProvider.scala │ │ │ ├── KafkaProcessorRekeyUuaIesourceModule.scala │ │ │ ├── KafkaProcessorRekeyUuaModule.scala │ │ │ ├── KafkaProcessorRetweetArchivalEventsModule.scala │ │ │ ├── KafkaProcessorSocialGraphModule.scala │ │ │ ├── KafkaProcessorTlsFavsModule.scala │ │ │ ├── KafkaProcessorTweetypieEventModule.scala │ │ │ ├── KafkaProcessorUserModificationModule.scala │ │ │ ├── TopicsMapping.scala │ │ │ └── ZoneFiltering.scala │ │ └── test │ │ ├── resources │ │ ├── BUILD.bazel │ │ ├── decider.yml │ │ └── logback.xml │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ └── service │ │ ├── BUILD.bazel │ │ ├── ClientEventServiceStartupTest.scala │ │ ├── DeciderUtilsTest.scala │ │ ├── EnrichmentPlannerServiceTest.scala │ │ ├── RekeyUuaIesourceServiceStartupTest.scala │ │ ├── TlsFavServiceStartupTest.scala │ │ └── ZoneFilteringTest.scala └── thrift │ └── src │ ├── main │ └── thrift │ │ └── com │ │ └── twitter │ │ └── unified_user_actions │ │ ├── BUILD │ │ ├── action_info.thrift │ │ ├── common.thrift │ │ ├── item.thrift │ │ ├── keyed_uua.thrift │ │ ├── metadata.thrift │ │ ├── product_surface_info.thrift │ │ └── unified_user_actions.thrift │ └── test │ └── thrift │ └── com │ └── twitter │ └── unified_user_actions │ ├── BUILD.bazel │ └── unified_user_actions.thrift ├── user-signal-service ├── README.md ├── server │ ├── BUILD │ └── src │ │ └── main │ │ ├── resources │ │ ├── BUILD │ │ ├── config │ │ │ └── decider.yml │ │ └── logback.xml │ │ └── scala │ │ └── com │ │ └── twitter │ │ └── usersignalservice │ │ ├── BUILD │ │ ├── UserSignalServiceStratoFedServerMain.scala │ │ ├── base │ │ ├── AggregatedSignalController.scala │ │ ├── BUILD │ │ ├── BaseSignalFetcher.scala │ │ ├── FilteredSignalFetcherController.scala │ │ ├── ManhattanSignalFetcher.scala │ │ ├── MemcachedSignalFetcherWrapper.scala │ │ └── StratoSignalFetcher.scala │ │ ├── columns │ │ ├── BUILD │ │ └── UserSignalServiceColumn.scala │ │ ├── config │ │ ├── BUILD │ │ └── SignalFetcherConfig.scala │ │ ├── handler │ │ ├── BUILD │ │ └── UserSignalHandler.scala │ │ ├── module │ │ ├── BUILD │ │ ├── CacheModule.scala │ │ ├── MHMtlsParamsModule.scala │ │ ├── SocialGraphServiceClientModule.scala │ │ └── TimerModule.scala │ │ ├── service │ │ ├── BUILD │ │ └── UserSignalService.scala │ │ └── signals │ │ ├── AccountBlocksFetcher.scala │ │ ├── AccountFollowsFetcher.scala │ │ ├── AccountMutesFetcher.scala │ │ ├── BUILD │ │ ├── NegativeEngagedTweetFetcher.scala │ │ ├── NegativeEngagedUserFetcher.scala │ │ ├── NotificationOpenAndClickFetcher.scala │ │ ├── OriginalTweetsFetcher.scala │ │ ├── ProfileClickFetcher.scala │ │ ├── ProfileVisitsFetcher.scala │ │ ├── RealGraphOonFetcher.scala │ │ ├── ReplyTweetsFetcher.scala │ │ ├── RetweetsFetcher.scala │ │ ├── SignalFilter.scala │ │ ├── TweetClickFetcher.scala │ │ ├── TweetFavoritesFetcher.scala │ │ ├── TweetSharesFetcher.scala │ │ ├── VideoTweetsPlayback50Fetcher.scala │ │ ├── VideoTweetsQualityViewFetcher.scala │ │ └── common │ │ ├── BUILD │ │ └── SGSUtils.scala └── thrift │ └── src │ └── main │ └── thrift │ ├── BUILD │ ├── client_identifier.thrift │ ├── service.thrift │ └── signal.thrift └── visibilitylib ├── BUILD ├── README.md └── src └── main ├── resources └── config │ ├── BUILD │ └── com │ └── twitter │ └── visibility │ └── decider.yml └── scala └── com └── twitter └── visibility ├── BUILD ├── VisibilityLibrary.scala ├── builder ├── BUILD ├── FeatureMapBuilder.scala ├── VerdictLogger.scala ├── VisibilityResult.scala ├── VisibilityResultBuilder.scala ├── common │ ├── BUILD │ └── MutedKeywordFeatures.scala ├── dms │ ├── BUILD │ ├── DmConversationFeatures.scala │ └── DmEventFeatures.scala ├── media │ ├── BUILD │ ├── MediaFeatures.scala │ └── MediaMetadataFeatures.scala ├── spaces │ ├── BUILD │ └── SpaceFeatures.scala ├── tweets │ ├── BUILD │ ├── BlenderContextFeatures.scala │ ├── CommunityNotificationFeatures.scala │ ├── CommunityTweetFeatures.scala │ ├── CommunityTweetFeaturesPartitioned.scala │ ├── CommunityTweetFeaturesV2.scala │ ├── ConversationControlFeatures.scala │ ├── EditTweetFeatures.scala │ ├── ExclusiveTweetFeatures.scala │ ├── FosnrPefetchedLabelsRelationshipFeatures.scala │ ├── FosnrRelationshipFeatures.scala │ ├── MisinformationPolicyFeatures.scala │ ├── ModerationFeatures.scala │ ├── SearchContextFeatures.scala │ ├── ToxicReplyFilterFeature.scala │ ├── TrustedFriendsFeatures.scala │ ├── TweetFeatures.scala │ ├── TweetIdFeatures.scala │ ├── TweetMediaMetadataFeatures.scala │ ├── TweetPerspectiveFeatures.scala │ ├── TweetVisibilityNudgeSourceWrapper.scala │ └── UnmentionNotificationFeatures.scala └── users │ ├── AuthorDeviceFeatures.scala │ ├── AuthorFeatures.scala │ ├── BUILD │ ├── QuotedTweetFeatures.scala │ ├── RelationshipFeatures.scala │ ├── RelationshipVerbHelpers.scala │ ├── SearchFeatures.scala │ ├── UserUnavailableFeatures.scala │ ├── ViewerAdvancedFilteringFeatures.scala │ ├── ViewerFeatures.scala │ ├── ViewerSearchSafetyFeatures.scala │ └── ViewerSensitiveMediaSettingsFeatures.scala ├── configapi ├── BUILD ├── ConfigBuilder.scala ├── VisibilityParams.scala ├── VisibilityRequestContext.scala ├── VisibilityRequestContextFactory.scala ├── configs │ ├── BUILD │ ├── DeciderKey.scala │ ├── ExperimentsHelper.scala │ ├── VisibilityDeciderGates.scala │ ├── VisibilityDeciders.scala │ ├── VisibilityExperimentsConfig.scala │ ├── VisibilityFeatureSwitches.scala │ └── overrides │ │ ├── BUILD │ │ └── VisibilityLibraryDeciderOverrides.scala └── params │ ├── BUILD │ ├── FSRuleParams.scala │ ├── GlobalParams.scala │ ├── LabelSourceParams.scala │ ├── RuleParams.scala │ ├── SafetyLevelParams.scala │ ├── TimelineConversationsDownrankingSpecificParams.scala │ ├── VisibilityExperiment.scala │ └── VisibilityExperiments.scala ├── engine ├── BUILD ├── DeciderableVisibilityRuleEngine.scala ├── VisibilityResultsMetricRecorder.scala ├── VisibilityRuleEngine.scala └── VisibilityRulePreprocessor.scala ├── features ├── AdvancedFilteringFeatures.scala ├── BUILD ├── Feature.scala ├── FeatureMap.scala └── Features.scala ├── generators ├── BUILD ├── CountryNameGenerator.scala ├── EpitaphToLocalizedMessage.scala ├── InterstitialReasonToLocalizedMessage.scala ├── LocalizedInterstitialGenerator.scala └── TombstoneGenerator.scala ├── interfaces ├── blender │ ├── BUILD │ ├── BlenderVisibilityLibrary.scala │ ├── BlenderVisibilityRequest.scala │ └── CombinedVisibilityResult.scala ├── cards │ ├── BUILD │ ├── CardVisibilityLibrary.scala │ ├── CardVisibilityLibraryParityTest.scala │ └── CardVisibilityRequest.scala ├── common │ ├── BUILD.bazel │ ├── blender │ │ ├── BUILD │ │ └── BlenderVFRequestContext.scala │ ├── search │ │ ├── BUILD │ │ └── SearchVFRequestContext.scala │ └── tweets │ │ ├── BUILD │ │ ├── StratoSafetyLabelFetcher.scala │ │ ├── StratoSafetyLabelMapFetcher.scala │ │ └── package.scala ├── conversations │ ├── AdAvoidanceLibrary.scala │ ├── BUILD │ ├── TimelineConversationsVisibilityLibrary.scala │ ├── TimelineConversationsVisibilityRequest.scala │ ├── TimelineConversationsVisibilityResponse.scala │ ├── Tombstone.scala │ ├── TombstoneVisibilityLibrary.scala │ └── package.scala ├── des │ ├── BUILD │ ├── DESRealtimeVisibilityLibrary.scala │ └── DESVisibilityLibrary.scala ├── dms │ ├── BUILD │ ├── DmConversationVisibilityLibrary.scala │ ├── DmConversationVisibilityRequest.scala │ ├── DmEventVisibilityLibrary.scala │ ├── DmEventVisibilityRequest.scala │ ├── DmVisibilityLibrary.scala │ └── package.scala ├── media │ ├── BUILD.bazel │ ├── MediaVisibilityLibrary.scala │ └── MediaVisibilityRequest.scala ├── notifications │ ├── BUILD │ ├── NotificationVFRequest.scala │ ├── NotificationsFilteringResponse.scala │ ├── NotificationsPlatformFilteringResponse.scala │ ├── NotificationsPlatformVisibilityLibrary.scala │ └── NotificationsVisibilityLibrary.scala ├── push_service │ ├── BUILD.bazel │ ├── PushServiceSafetyLabelMapFetcher.scala │ ├── PushServiceVisibilityLibrary.scala │ ├── PushServiceVisibilityLibraryParity.scala │ ├── PushServiceVisibilityLibraryUtil.scala │ ├── PushServiceVisibilityRequest.scala │ └── PushServiceVisibilityResponse.scala ├── search │ ├── BUILD │ ├── BatchSearchVisibilityRequest.scala │ ├── BatchSearchVisibilityResponse.scala │ ├── CombinedVisibilityResult.scala │ ├── SearchVisibilityLibrary.scala │ └── TweetContext.scala ├── spaces │ ├── BUILD │ ├── SpaceVisibilityLibrary.scala │ └── SpaceVisibilityRequest.scala ├── tweets │ ├── BUILD │ ├── DeletedTweetVisibilityLibrary.scala │ ├── QuotedTweetVisibilityLibrary.scala │ ├── TweetVisibilityLibrary.scala │ ├── TweetVisibilityLibraryParityTest.scala │ ├── TweetVisibilityRequest.scala │ ├── TweetypieContext.scala │ ├── UserUnavailableStateVisibilityLibrary.scala │ ├── UserUnavailableStateVisibilityRequest.scala │ └── enrichments │ │ ├── BUILD │ │ ├── ComplianceTweetNoticeEnrichment.scala │ │ ├── LimitedActionsPolicyEnrichment.scala │ │ └── TweetVisibilityNudgeEnrichment.scala └── users │ ├── BUILD │ └── UserVisibilityLibrary.scala ├── models ├── BUILD ├── CommunityTweet.scala ├── ContentId.scala ├── LabelSource.scala ├── MediaSafetyLabelType.scala ├── MisinformationPolicy.scala ├── MutedKeyword.scala ├── SafetyLabel.scala ├── SafetyLabelMetadata.scala ├── SafetyLabelType.scala ├── SafetyLevel.scala ├── SafetyLevelGroup.scala ├── SemanticCoreAnnotation.scala ├── SpaceSafetyLabelType.scala ├── TweetDeleteReason.scala ├── TweetModelMetadata.scala ├── TweetSafetyLabel.scala ├── UnitOfDiversion.scala ├── UserAge.scala ├── UserLabel.scala ├── UserSensitiveMediaSettings.scala ├── UserUnavailableStateEnum.scala ├── ViewerContext.scala ├── ViolationLevel.scala └── package.scala ├── rules ├── Action.scala ├── AdvancedFilteringRules.scala ├── BUILD ├── CardRules.scala ├── ComposableActions.scala ├── Condition.scala ├── DmConversationRules.scala ├── DmEventRules.scala ├── DmVisibilityPolicies.scala ├── DownrankingRules.scala ├── EvaluationContext.scala ├── ExperimentBase.scala ├── FailClosedException.scala ├── FollowerRelations.scala ├── ForEmergencyUseOnly.scala ├── FreedomOfSpeechNotReach.scala ├── InterstitialIf.scala ├── PublicInterestRules.scala ├── Rule.scala ├── RuleActionSourceBuilder.scala ├── RuleBase.scala ├── Rules.scala ├── 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