From f3c5ff35cbed6b20ec151e9c1ab6751bd6726420 Mon Sep 17 00:00:00 2001 From: Ari Archer Date: Tue, 23 Jan 2024 19:12:27 +0200 Subject: [PATCH] [docx] split commit for file 3200 Signed-off-by: Ari Archer --- .../pipeline/PipelineCursorSerializer.docx | Bin 0 -> 37592 bytes .../pipeline/PipelineCursorSerializer.scala | 57 - .../core/pipeline/PipelineQuery.docx | Bin 0 -> 37251 bytes .../core/pipeline/PipelineQuery.scala | 32 - .../core/pipeline/PipelineResult.docx | Bin 0 -> 37605 bytes .../core/pipeline/PipelineResult.scala | 59 - .../core/pipeline/candidate/BUILD | 77 -- .../core/pipeline/candidate/BUILD.docx | Bin 0 -> 37252 bytes .../pipeline/candidate/CandidatePipeline.docx | Bin 0 -> 37139 bytes .../candidate/CandidatePipeline.scala | 30 - .../candidate/CandidatePipelineBuilder.docx | Bin 0 -> 41574 bytes .../candidate/CandidatePipelineBuilder.scala | 735 ----------- .../CandidatePipelineBuilderFactory.docx | Bin 0 -> 37206 bytes .../CandidatePipelineBuilderFactory.scala | 56 - 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product-mixer/shared-library/src/main/scala/com/twitter/product_mixer/shared_library/observer/Observer.docx delete mode 100644 product-mixer/shared-library/src/main/scala/com/twitter/product_mixer/shared_library/observer/Observer.scala diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/PipelineCursorSerializer.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/PipelineCursorSerializer.docx new file mode 100644 index 0000000000000000000000000000000000000000..c1d311b86e40416947994af1716e9b76c4461673 GIT binary patch literal 37592 zcmagFWmsIvwm*!!dvJGm2`+))?ruRFcbDMq?(Po3-5~^bmq2j$e`jXSIWyqx8$e86jcGPzCakyeN8MoY;OH8LSV2}3`ykV*{ z3L#L8ahYlN-h`|5{9Rtnl-iIJ0WC0+&V`HW{~T>Ij2BvOl#y99HCP_?a@ zULU48L78`J`+4=zg3m>AwE~hf9zmk1s$$g8h=zh;l=#OWLu(3Vxbiy4>{OJFN2qq` zzU+@FxV%pIx{^MM`iW=1E-_N7Wm#pwee>r|4KuhSHQ94LwFaW9ILdD0U=L)Ac{n+TQ8+7VOb6?ET!e@{~sLoV>R6smVWH!Ev1q3Sn+ z{FOshuuiF6I3{_Njfd;q{#caM`!+X7dznW}&bvcQpP$-aXu$K~66yKC5OM|Q0l~le 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z%sSPKY!+%y65SN^t`@?Shb_=hLFss*>ql=7BJ|gEAZ0Ps)?t7*D=-Iva+M%MA~1X8 H^?`T*K*> - Throw(failure) - case (_: Some[ResultType], _) => - Return(this) - // Pipelines should always finish with either a result or a failure - case _ => Throw(PipelineFailure(ExecutionFailed, "Pipeline did not execute")) - } - - final def toResultTry: Try[ResultType] = { - // `.get` is safe here because `toTry` guarantees a value in the `Return` case - toTry.map(_.result.get) - } -} - -object PipelineResult { - - /** - * Track number of candidates returned by a Pipeline. Cursors are excluded from this - * count and modules are counted as the sum of their candidates. - * - * @note this is a somewhat subjective measure of 'size' and it is spread across pipeline - * definitions as well as selectors. - */ - def resultSize(results: Seq[CandidateWithDetails]): Int = results.map { - case module: ModuleCandidateWithDetails => resultSize(module.candidates) - case ItemCandidateWithDetails(_: CursorCandidate, _, _) => 0 - case _ => 1 - }.sum -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/BUILD deleted file mode 100644 index 642e7c74f..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/BUILD +++ /dev/null @@ -1,77 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "configapi/configapi-decider", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-core/src/main/scala/com/twitter/inject", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featurestorev1", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/candidate_source", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/filter", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/transformer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/presentation", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/async_feature_map_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_decorator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_feature_hydrator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_source_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/filter_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/group_results_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/query_feature_hydrator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/util", - "stitch/stitch-core", - "util/util-core:scala", - ], - exports = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "configapi/configapi-decider", - "finatra/inject/inject-core/src/main/scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/candidate_source", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/filter", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/transformer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/presentation", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/async_feature_map_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_decorator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_feature_hydrator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_source_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/filter_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/group_results_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/query_feature_hydrator_executor", - "stitch/stitch-core", - ], -) diff --git 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deleted file mode 100644 index 2d3df3440..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/CandidatePipelineBuilder.scala +++ /dev/null @@ -1,735 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.candidate - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.product_mixer.core.feature.featuremap.FeatureMap -import com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap -import com.twitter.product_mixer.core.functional_component.common.alert.Alert -import com.twitter.product_mixer.core.functional_component.decorator.CandidateDecorator -import com.twitter.product_mixer.core.functional_component.feature_hydrator.BaseQueryFeatureHydrator -import com.twitter.product_mixer.core.functional_component.transformer.BaseCandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineResultsTransformer -import com.twitter.product_mixer.core.gate.ParamGate -import com.twitter.product_mixer.core.gate.ParamGate.EnabledGateSuffix -import com.twitter.product_mixer.core.gate.ParamGate.SupportedClientGateSuffix -import com.twitter.product_mixer.core.model.common.CandidateWithFeatures -import com.twitter.product_mixer.core.model.common.Component -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.product_mixer.core.pipeline.InvalidStepStateException -import com.twitter.product_mixer.core.pipeline.PipelineBuilder -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ClosedGate -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailureClassifier -import com.twitter.product_mixer.core.service.Executor -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutor -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults -import com.twitter.product_mixer.core.service.candidate_decorator_executor.CandidateDecoratorExecutor -import com.twitter.product_mixer.core.service.candidate_decorator_executor.CandidateDecoratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_source_executor.CandidateSourceExecutor -import com.twitter.product_mixer.core.service.candidate_source_executor.CandidateSourceExecutorResult -import com.twitter.product_mixer.core.service.candidate_source_executor.FetchedCandidateWithFeatures -import com.twitter.product_mixer.core.service.filter_executor.FilterExecutor -import com.twitter.product_mixer.core.service.filter_executor.FilterExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.GateExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.StoppedGateException -import com.twitter.product_mixer.core.service.group_results_executor.GroupResultsExecutor -import com.twitter.product_mixer.core.service.group_results_executor.GroupResultsExecutorInput -import com.twitter.product_mixer.core.service.group_results_executor.GroupResultsExecutorResult -import com.twitter.product_mixer.core.service.query_feature_hydrator_executor.QueryFeatureHydratorExecutor -import com.twitter.stitch.Arrow -import com.twitter.util.logging.Logging -import javax.inject.Inject - -class CandidatePipelineBuilder[ - Query <: PipelineQuery, - CandidateSourceQuery, - CandidateSourceResult, - Result <: UniversalNoun[Any]] @Inject() ( - queryFeatureHydratorExecutor: QueryFeatureHydratorExecutor, - asyncFeatureMapExecutor: AsyncFeatureMapExecutor, - candidateDecoratorExecutor: CandidateDecoratorExecutor, - candidateFeatureHydratorExecutor: CandidateFeatureHydratorExecutor, - candidateSourceExecutor: CandidateSourceExecutor, - groupResultsExecutor: GroupResultsExecutor, - filterExecutor: FilterExecutor, - gateExecutor: GateExecutor, - override val statsReceiver: StatsReceiver) - extends PipelineBuilder[CandidatePipeline.Inputs[Query]] - with Logging { - - override type UnderlyingResultType = Seq[CandidateWithDetails] - override type PipelineResultType = IntermediateCandidatePipelineResult[Result] - - def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - config: BaseCandidatePipelineConfig[ - Query, - CandidateSourceQuery, - CandidateSourceResult, - Result - ] - ): CandidatePipeline[Query] = { - - val pipelineIdentifier = config.identifier - val candidateSourceIdentifier = config.candidateSource.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - config.failureClassifier.orElse(StoppedGateException.classifier(ClosedGate))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val enabledGateOpt = config.enabledDeciderParam.map { deciderParam => - ParamGate(pipelineIdentifier + EnabledGateSuffix, deciderParam) - } - val supportedClientGateOpt = config.supportedClientParam.map { param => - ParamGate(pipelineIdentifier + SupportedClientGateSuffix, param) - } - - /** - * Evaluate enabled decider gate first since if it's off, there is no reason to proceed - * Next evaluate supported client feature switch gate, followed by customer configured gates - */ - val allGates = enabledGateOpt.toSeq ++ supportedClientGateOpt.toSeq ++ config.gates - - // Dynamically replace the identifier of both transformers if config used the inline constructor - // which sets a default identifier. We need to do this to ensure uniqueness of identifiers. - val queryTransformer = BaseCandidatePipelineQueryTransformer.copyWithUpdatedIdentifier( - config.queryTransformer, - pipelineIdentifier) - - val resultsTransformer = CandidatePipelineResultsTransformer.copyWithUpdatedIdentifier( - config.resultTransformer, - pipelineIdentifier) - - val decorator = config.decorator.map(decorator => - CandidateDecorator.copyWithUpdatedIdentifier(decorator, pipelineIdentifier)) - - val GatesStep = new Step[Query, GateExecutorResult] { - override def identifier: PipelineStepIdentifier = CandidatePipelineConfig.gatesStep - - override def executorArrow: Arrow[Query, GateExecutorResult] = { - gateExecutor.arrow(allGates, context) - } - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): Query = - query.query - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: GateExecutorResult - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy(underlyingResult = - previousPipelineResult.underlyingResult.copy(gateResult = Some(executorResult))) - } - - def queryFeatureHydrationStep( - queryFeatureHydrators: Seq[BaseQueryFeatureHydrator[Query, _]], - stepIdentifier: PipelineStepIdentifier, - updater: ResultUpdater[CandidatePipelineResult, QueryFeatureHydratorExecutor.Result] - ): Step[Query, QueryFeatureHydratorExecutor.Result] = - new Step[Query, QueryFeatureHydratorExecutor.Result] { - override def identifier: PipelineStepIdentifier = stepIdentifier - - override def executorArrow: Arrow[Query, QueryFeatureHydratorExecutor.Result] = - queryFeatureHydratorExecutor.arrow( - queryFeatureHydrators, - CandidatePipelineConfig.stepsAsyncFeatureHydrationCanBeCompletedBy, - context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): Query = query.query - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: QueryFeatureHydratorExecutor.Result - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy( - underlyingResult = updater(previousPipelineResult.underlyingResult, executorResult)) - - override def queryUpdater( - query: CandidatePipeline.Inputs[Query], - executorResult: QueryFeatureHydratorExecutor.Result - ): CandidatePipeline.Inputs[Query] = - CandidatePipeline.Inputs( - query.query - .withFeatureMap( - query.query.features.getOrElse( - FeatureMap.empty) ++ executorResult.featureMap).asInstanceOf[Query], - query.existingCandidates) - } - - def asyncFeaturesStep( - stepToHydrateFor: PipelineStepIdentifier, - context: Executor.Context - ): Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - new Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] { - override def identifier: PipelineStepIdentifier = - CandidatePipelineConfig.asyncFeaturesStep(stepToHydrateFor) - - override def executorArrow: Arrow[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - asyncFeatureMapExecutor.arrow(stepToHydrateFor, identifier, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): AsyncFeatureMap = - previousResult.underlyingResult.mergedAsyncQueryFeatures - .getOrElse( - throw InvalidStepStateException(identifier, "MergedAsyncQueryFeatures") - ) - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: AsyncFeatureMapExecutorResults - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy( - underlyingResult = - previousPipelineResult.underlyingResult.copy(asyncFeatureHydrationResults = - previousPipelineResult.underlyingResult.asyncFeatureHydrationResults match { - case Some(existingResults) => Some(existingResults ++ executorResult) - case None => Some(executorResult) - })) - - override def queryUpdater( - query: CandidatePipeline.Inputs[Query], - executorResult: AsyncFeatureMapExecutorResults - ): CandidatePipeline.Inputs[Query] = - if (executorResult.featureMapsByStep - .getOrElse(stepToHydrateFor, FeatureMap.empty).isEmpty) { - query - } else { - val updatedQuery = query.query - .withFeatureMap( - query.query.features - .getOrElse(FeatureMap.empty) ++ executorResult.featureMapsByStep( - stepToHydrateFor)).asInstanceOf[Query] - CandidatePipeline.Inputs(updatedQuery, query.existingCandidates) - } - } - - val CandidateSourceStep = - new Step[Query, CandidateSourceExecutorResult[Result]] { - override def identifier: PipelineStepIdentifier = - CandidatePipelineConfig.candidateSourceStep - - override def executorArrow: Arrow[ - Query, - CandidateSourceExecutorResult[Result] - ] = - candidateSourceExecutor - .arrow( - config.candidateSource, - queryTransformer, - resultsTransformer, - config.featuresFromCandidateSourceTransformers, - context - ) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): Query = - query.query - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateSourceExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy(underlyingResult = - previousPipelineResult.underlyingResult.copy( - candidateSourceResult = - Some(executorResult.asInstanceOf[CandidateSourceExecutorResult[UniversalNoun[Any]]]) - )) - - override def queryUpdater( - query: CandidatePipeline.Inputs[Query], - executorResult: CandidateSourceExecutorResult[Result] - ): CandidatePipeline.Inputs[Query] = { - val updatedFeatureMap = - query.query.features - .getOrElse(FeatureMap.empty) ++ executorResult.candidateSourceFeatureMap - val updatedQuery = query.query - .withFeatureMap(updatedFeatureMap).asInstanceOf[Query] - CandidatePipeline.Inputs(updatedQuery, query.existingCandidates) - } - } - - val PreFilterFeatureHydrationPhase1Step = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] { - override def identifier: PipelineStepIdentifier = - CandidatePipelineConfig.preFilterFeatureHydrationPhase1Step - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] = - candidateFeatureHydratorExecutor.arrow(config.preFilterFeatureHydrationPhase1, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Result] = { - val candidateSourceExecutorResult = - previousResult.underlyingResult.candidateSourceResult.getOrElse { - throw InvalidStepStateException(identifier, "CandidateSourceResult") - } - CandidateFeatureHydratorExecutor.Inputs( - query.query, - candidateSourceExecutorResult.candidates - .asInstanceOf[Seq[CandidateWithFeatures[Result]]]) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateFeatureHydratorExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = { - val candidateSourceExecutorResult = - previousPipelineResult.underlyingResult.candidateSourceResult.getOrElse { - throw InvalidStepStateException(identifier, "CandidateSourceResult") - } - - val featureMapsFromPreFilter = executorResult.results.map { result => - result.candidate -> result.features - }.toMap - - val mergedFeatureMaps = candidateSourceExecutorResult.candidates.map { candidate => - val candidateFeatureMap = candidate.features - val preFilterFeatureMap = - featureMapsFromPreFilter.getOrElse( - candidate.candidate.asInstanceOf[Result], - FeatureMap.empty) - - candidate.candidate.asInstanceOf[Result] -> (candidateFeatureMap ++ preFilterFeatureMap) - }.toMap - - previousPipelineResult.copy( - underlyingResult = previousPipelineResult.underlyingResult.copy( - preFilterHydrationResult = Some( - executorResult - .asInstanceOf[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]]) - ), - featureMaps = Some(mergedFeatureMaps) - ) - } - } - - val PreFilterFeatureHydrationPhase2Step = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] { - override def identifier: PipelineStepIdentifier = - CandidatePipelineConfig.preFilterFeatureHydrationPhase2Step - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] = - candidateFeatureHydratorExecutor.arrow(config.preFilterFeatureHydrationPhase2, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Result] = { - val candidates = previousResult.underlyingResult.preFilterHydrationResult.getOrElse { - throw InvalidStepStateException(identifier, "PreFilterHydrationResult") - }.results - CandidateFeatureHydratorExecutor.Inputs( - query.query, - candidates.asInstanceOf[Seq[CandidateWithFeatures[Result]]] - ) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateFeatureHydratorExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = { - - val featureMapsFromPreFilterPhase2 = executorResult.results.map { result => - result.candidate -> result.features - }.toMap - - val mergedFeatureMaps = previousPipelineResult.featureMaps - .getOrElse(throw InvalidStepStateException(identifier, "FeatureMaps")) - .map { - case (candidate, featureMap) => - val preFilterPhase2FeatureMap = - featureMapsFromPreFilterPhase2.getOrElse(candidate, FeatureMap.empty) - - candidate -> (featureMap ++ preFilterPhase2FeatureMap) - } - - previousPipelineResult.copy( - underlyingResult = previousPipelineResult.underlyingResult.copy( - preFilterHydrationResultPhase2 = Some( - executorResult - .asInstanceOf[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]]) - ), - featureMaps = Some(mergedFeatureMaps) - ) - } - } - - val FiltersStep = - new Step[(Query, Seq[CandidateWithFeatures[Result]]), FilterExecutorResult[Result]] { - override def identifier: PipelineStepIdentifier = CandidatePipelineConfig.filtersStep - - override def executorArrow: Arrow[ - (Query, Seq[CandidateWithFeatures[Result]]), - FilterExecutorResult[ - Result - ] - ] = - filterExecutor.arrow(config.filters, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): (Query, Seq[CandidateWithFeatures[Result]]) = { - val candidates = - previousResult.underlyingResult.candidateSourceResult - .getOrElse { - throw InvalidStepStateException(identifier, "CandidateSourceResult") - }.candidates.map(_.candidate).asInstanceOf[Seq[Result]] - - val featureMaps = previousResult.featureMaps - .getOrElse(throw InvalidStepStateException(identifier, "FeatureMaps")) - - ( - query.query, - candidates.map(candidate => - CandidateWithFeaturesImpl( - candidate, - featureMaps.getOrElse(candidate, FeatureMap.empty)))) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: FilterExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy(underlyingResult = - previousPipelineResult.underlyingResult.copy( - filterResult = - Some(executorResult.asInstanceOf[FilterExecutorResult[UniversalNoun[Any]]]) - )) - } - - val PostFilterFeatureHydrationStep = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] { - override def identifier: PipelineStepIdentifier = - CandidatePipelineConfig.postFilterFeatureHydrationStep - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] = - candidateFeatureHydratorExecutor.arrow(config.postFilterFeatureHydration, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Result] = { - val filterResult = previousResult.underlyingResult.filterResult - .getOrElse( - throw InvalidStepStateException(identifier, "FilterResult") - ).result.asInstanceOf[Seq[Result]] - - val featureMaps = previousResult.featureMaps.getOrElse( - throw InvalidStepStateException(identifier, "FeatureMaps") - ) - - val filteredCandidates = filterResult.map { candidate => - CandidateWithFeaturesImpl(candidate, featureMaps.getOrElse(candidate, FeatureMap.empty)) - } - CandidateFeatureHydratorExecutor.Inputs(query.query, filteredCandidates) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateFeatureHydratorExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = { - val filterResult = previousPipelineResult.underlyingResult.filterResult - .getOrElse( - throw InvalidStepStateException(identifier, "FilterResult") - ).result.asInstanceOf[Seq[Result]] - - val featureMaps = previousPipelineResult.featureMaps.getOrElse( - throw InvalidStepStateException(identifier, "FeatureMaps") - ) - - val postFilterFeatureMaps = executorResult.results.map { result => - result.candidate -> result.features - }.toMap - - val mergedFeatureMaps = filterResult.map { candidate => - candidate -> - (featureMaps - .getOrElse(candidate, FeatureMap.empty) ++ postFilterFeatureMaps.getOrElse( - candidate, - FeatureMap.empty)) - }.toMap - - previousPipelineResult.copy( - underlyingResult = previousPipelineResult.underlyingResult.copy( - postFilterHydrationResult = Some( - executorResult - .asInstanceOf[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]]) - ), - featureMaps = Some(mergedFeatureMaps) - ) - } - } - - val ScorersStep = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] { - override def identifier: PipelineStepIdentifier = CandidatePipelineConfig.scorersStep - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Result], - CandidateFeatureHydratorExecutorResult[Result] - ] = - candidateFeatureHydratorExecutor.arrow(config.scorers, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Result] = { - val filterResult = previousResult.underlyingResult.filterResult - .getOrElse( - throw InvalidStepStateException(identifier, "FilterResult") - ).result.asInstanceOf[Seq[Result]] - - val featureMaps = previousResult.featureMaps.getOrElse( - throw InvalidStepStateException(identifier, "FeatureMaps") - ) - - val filteredCandidates = filterResult.map { candidate => - CandidateWithFeaturesImpl(candidate, featureMaps.getOrElse(candidate, FeatureMap.empty)) - } - CandidateFeatureHydratorExecutor.Inputs(query.query, filteredCandidates) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateFeatureHydratorExecutorResult[Result] - ): IntermediateCandidatePipelineResult[Result] = { - val filterResult = previousPipelineResult.underlyingResult.filterResult - .getOrElse( - throw InvalidStepStateException(identifier, "FilterResult") - ).result.asInstanceOf[Seq[Result]] - - val featureMaps = previousPipelineResult.featureMaps.getOrElse( - throw InvalidStepStateException(identifier, "FeatureMaps") - ) - - val scoringFeatureMaps = executorResult.results.map { result => - result.candidate -> result.features - }.toMap - - val mergedFeatureMaps = filterResult.map { candidate => - candidate -> - (featureMaps - .getOrElse(candidate, FeatureMap.empty) ++ scoringFeatureMaps.getOrElse( - candidate, - FeatureMap.empty)) - }.toMap - - previousPipelineResult.copy( - underlyingResult = previousPipelineResult.underlyingResult.copy( - scorersResult = Some( - executorResult - .asInstanceOf[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]]) - ), - featureMaps = Some(mergedFeatureMaps) - ) - } - } - - val DecorationStep = - new Step[(Query, Seq[CandidateWithFeatures[Result]]), CandidateDecoratorExecutorResult] { - override def identifier: PipelineStepIdentifier = CandidatePipelineConfig.decoratorStep - - override def executorArrow: Arrow[ - (Query, Seq[CandidateWithFeatures[Result]]), - CandidateDecoratorExecutorResult - ] = - candidateDecoratorExecutor.arrow(decorator, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): (Query, Seq[CandidateWithFeatures[Result]]) = { - val keptCandidates = previousResult.underlyingResult.filterResult - .getOrElse { - throw InvalidStepStateException(identifier, "FilterResult") - }.result.asInstanceOf[Seq[Result]] - - val featureMaps = previousResult.featureMaps.getOrElse { - throw InvalidStepStateException(identifier, "FeatureMaps") - } - - ( - query.query, - keptCandidates.map(candidate => - CandidateWithFeaturesImpl( - candidate, - featureMaps.getOrElse(candidate, FeatureMap.empty)))) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: CandidateDecoratorExecutorResult - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy(underlyingResult = - previousPipelineResult.underlyingResult.copy( - candidateDecoratorResult = Some(executorResult) - )) - } - - /** - * ResultStep is a synchronous step that basically takes the outputs from the other steps, groups modules, - * and puts things into the final result object - */ - val ResultStep = new Step[GroupResultsExecutorInput[Result], GroupResultsExecutorResult] { - override def identifier: PipelineStepIdentifier = CandidatePipelineConfig.resultStep - - override def executorArrow: Arrow[ - GroupResultsExecutorInput[Result], - GroupResultsExecutorResult - ] = groupResultsExecutor.arrow(pipelineIdentifier, candidateSourceIdentifier, context) - - override def inputAdaptor( - query: CandidatePipeline.Inputs[Query], - previousResult: IntermediateCandidatePipelineResult[Result] - ): GroupResultsExecutorInput[Result] = { - - val underlying = previousResult.underlyingResult - - val keptCandidates = underlying.filterResult - .getOrElse( - throw InvalidStepStateException(identifier, "FilterResult") - ).result.asInstanceOf[Seq[Result]] - - val decorations = underlying.candidateDecoratorResult - .getOrElse( - throw InvalidStepStateException(identifier, "DecorationResult") - ).result.map(decoration => decoration.candidate -> decoration.presentation).toMap - - val combinedFeatureMaps: Map[Result, FeatureMap] = previousResult.featureMaps.getOrElse( - throw InvalidStepStateException(identifier, "FeatureMaps")) - - val filteredCandidates = keptCandidates.map { candidate => - val updatedMap = combinedFeatureMaps - .get(candidate).getOrElse(FeatureMap.empty) - FetchedCandidateWithFeatures(candidate, updatedMap) - } - - GroupResultsExecutorInput( - candidates = filteredCandidates, - decorations = decorations - ) - } - - override def resultUpdater( - previousPipelineResult: IntermediateCandidatePipelineResult[Result], - executorResult: GroupResultsExecutorResult - ): IntermediateCandidatePipelineResult[Result] = - previousPipelineResult.copy(underlyingResult = previousPipelineResult.underlyingResult - .copy(result = Some(executorResult.candidatesWithDetails))) - } - - val builtSteps = Seq( - GatesStep, - queryFeatureHydrationStep( - config.queryFeatureHydration, - CandidatePipelineConfig.fetchQueryFeaturesStep, - (pipelineResult, executorResult) => - pipelineResult.copy(queryFeatures = Some(executorResult)) - ), - queryFeatureHydrationStep( - config.queryFeatureHydrationPhase2, - CandidatePipelineConfig.fetchQueryFeaturesPhase2Step, - (pipelineResult, executorResult) => - pipelineResult.copy( - queryFeaturesPhase2 = Some(executorResult), - mergedAsyncQueryFeatures = Some( - pipelineResult.queryFeatures - .getOrElse( - throw InvalidStepStateException( - CandidatePipelineConfig.fetchQueryFeaturesPhase2Step, - "QueryFeatures") - ).asyncFeatureMap ++ executorResult.asyncFeatureMap) - ) - ), - asyncFeaturesStep(CandidatePipelineConfig.candidateSourceStep, context), - CandidateSourceStep, - asyncFeaturesStep(CandidatePipelineConfig.preFilterFeatureHydrationPhase1Step, context), - PreFilterFeatureHydrationPhase1Step, - asyncFeaturesStep(CandidatePipelineConfig.preFilterFeatureHydrationPhase2Step, context), - PreFilterFeatureHydrationPhase2Step, - asyncFeaturesStep(CandidatePipelineConfig.filtersStep, context), - FiltersStep, - asyncFeaturesStep(CandidatePipelineConfig.postFilterFeatureHydrationStep, context), - PostFilterFeatureHydrationStep, - asyncFeaturesStep(CandidatePipelineConfig.scorersStep, context), - ScorersStep, - asyncFeaturesStep(CandidatePipelineConfig.decoratorStep, context), - DecorationStep, - ResultStep - ) - - /** The main execution logic for this Candidate Pipeline. */ - val finalArrow: Arrow[CandidatePipeline.Inputs[Query], CandidatePipelineResult] = - buildCombinedArrowFromSteps( - steps = builtSteps, - context = context, - initialEmptyResult = - IntermediateCandidatePipelineResult.empty[Result](config.candidateSource.identifier), - stepsInOrderFromConfig = CandidatePipelineConfig.stepsInOrder - ).map(_.underlyingResult) - - val configFromBuilder = config - new CandidatePipeline[Query] { - override private[core] val config: BaseCandidatePipelineConfig[Query, _, _, _] = - configFromBuilder - override val arrow: Arrow[CandidatePipeline.Inputs[Query], CandidatePipelineResult] = - finalArrow - override val identifier: CandidatePipelineIdentifier = pipelineIdentifier - override val alerts: Seq[Alert] = config.alerts - override val children: Seq[Component] = - allGates ++ - config.queryFeatureHydration ++ - Seq(queryTransformer, config.candidateSource, resultsTransformer) ++ - config.featuresFromCandidateSourceTransformers ++ - decorator.toSeq ++ - config.preFilterFeatureHydrationPhase1 ++ - config.filters ++ - config.postFilterFeatureHydration ++ - config.scorers - } - } - - private case class CandidateWithFeaturesImpl(candidate: Result, features: FeatureMap) - extends CandidateWithFeatures[Result] -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/CandidatePipelineBuilderFactory.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate/CandidatePipelineBuilderFactory.docx new file mode 100644 index 0000000000000000000000000000000000000000..e3cc99eae46487185cd9a5dfa3408759d7abb1ec GIT binary patch literal 37206 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`1cMI}t)Hy5yQ=o?YGpY{C@e5AFgUQ_R37b0)xx+Wa4@hj7%(tQP^+E$S+r}gXr8QBsFJ~{<$t=R8UJ|I-WxEcv4vca5lGW)qygJJ)C-M*vcN6?! z8nenFFwAiosdqlaYjr|h-c8hc5|Sqd1{qrUQgLLmOEP;z^Mf!o zEg9bLrn$jc_iFn2jWB}G#B+25lC&SdqG>8)G%-kqg5gw!#-Ky1^JjT-J188~RgXq! z_830xk14ypO!&HyKS=mVWxXsjQ)_10q$9NX^L`C8KG%@`V%!iv;9ToE$x!cPso_|+ z)?0|;K7gX6^@Mme!lSK+f@+Cc~!= zU7cukAFHE48GO$>36zZEo&Y+UdNPAVm^Ai|m`d-UyZ*a7y22Pr;fLi=!@K!81-l6i zzY)|gTpA*^s_kMi$)g;6Ja3Li668KNIYD|We3FVj9g;>uwEm(4UiTL$PX`~NSMlzV 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It's - * generally recommended to set a hydrator in the parent recos or mixer pipeline if multiple - * candidate pipelines share the same feature but if a specific query feature hydrator is used - * by one pipeline and you don't want to block the others, you could explicitly set it here. - * If a feature is hydrated both in the parent pipeline or here, this one takes priority. - */ - def queryFeatureHydration: Seq[BaseQueryFeatureHydrator[Query, _]] = Seq.empty - - /** - * For query-level features that are dependent on query-level features from [[queryFeatureHydration]] - */ - def queryFeatureHydrationPhase2: Seq[BaseQueryFeatureHydrator[Query, _]] = Seq.empty - - /** - * When these Params are defined, they will automatically be added as Gates in the pipeline - * by the CandidatePipelineBuilder - * - * The enabled decider param can to be used to quickly disable a Candidate Pipeline via Decider - */ - val enabledDeciderParam: Option[DeciderParam[Boolean]] = None - - /** - * This supported client feature switch param can be used with a Feature Switch to control the - * rollout of a new Candidate Pipeline from dogfood to experiment to production - */ - val supportedClientParam: Option[FSParam[Boolean]] = None - - /** [[Gate]]s that are applied sequentially, the pipeline will only run if all the Gates are open */ - def gates: Seq[BaseGate[Query]] = Seq.empty - - /** - * A pair of transforms to adapt the underlying candidate source to the pipeline's query and result types - * Complex use cases such as those that need access to features should construct their own transformer, but - * for simple use cases, you can pass in an anonymous function. - * @example - * {{{ override val queryTransformer: CandidatePipelineQueryTransformer[Query, CandidateSourceQuery] = { query => - * query.toExampleThrift - * } - * }}} - */ - def queryTransformer: BaseCandidatePipelineQueryTransformer[ - Query, - CandidateSourceQuery - ] - - /** Source for Candidates for this Pipeline */ - def candidateSource: BaseCandidateSource[CandidateSourceQuery, CandidateSourceResult] - - /** - * [[CandidateFeatureTransformer]] allow you to define [[com.twitter.product_mixer.core.feature.Feature]] extraction logic from your [[CandidateSource]] results. - * If your candidate sources return [[com.twitter.product_mixer.core.feature.Feature]]s alongside the candidate that might be useful later on, - * add transformers for constructing feature maps. - * - * @note If multiple transformers extract the same feature, the last one takes priority and is kept. - */ - def featuresFromCandidateSourceTransformers: Seq[ - CandidateFeatureTransformer[CandidateSourceResult] - ] = Seq.empty - - /** - * a result Transformer may throw PipelineFailure for candidates that are malformed and - * should be removed. This should be exceptional behavior, and not a replacement for adding a Filter. - * Complex use cases such as those that need access to features should construct their own transformer, but - * for simple use cases, you can pass in an anonymous function. - * @example - * {{{ override val queryTransformer: CandidatePipelineResultsTransformer[CandidateSourceResult, Result] = { sourceResult => - * ExampleCandidate(sourceResult.id) - * } - * }}} - * - */ - val resultTransformer: CandidatePipelineResultsTransformer[CandidateSourceResult, Result] - - /** - * Before filters are run, you can fetch features for each candidate. - * - * Uses Stitch, so you're encouraged to use a working Stitch Adaptor to batch between candidates. - * - * The existing features (from the candidate source) are passed in as an input. You are not expected - * to put them into the resulting feature map yourself - they will be merged for you by the platform. - * - * This API is likely to change when Product Mixer does managed feature hydration - */ - val preFilterFeatureHydrationPhase1: Seq[BaseCandidateFeatureHydrator[Query, Result, _]] = - Seq.empty - - /** - * A second phase of feature hydration that can be run before filtering and after the first phase - * of [[preFilterFeatureHydrationPhase1]]. You are not expected to put them into the resulting - * feature map yourself - they will be merged for you by the platform. - */ - val preFilterFeatureHydrationPhase2: Seq[BaseCandidateFeatureHydrator[Query, Result, _]] = - Seq.empty - - /** A list of filters to apply. Filters will be applied in sequential order. */ - def filters: Seq[Filter[Query, Result]] = Seq.empty - - /** - * After filters are run, you can fetch features for each candidate. - * - * Uses Stitch, so you're encouraged to use a working Stitch Adaptor to batch between candidates. - * - * The existing features (from the candidate source) & pre-filtering are passed in as an input. - * You are not expected to put them into the resulting feature map yourself - - * they will be merged for you by the platform. - * - * This API is likely to change when Product Mixer does managed feature hydration - */ - val postFilterFeatureHydration: Seq[BaseCandidateFeatureHydrator[Query, Result, _]] = Seq.empty - - /** - * Decorators allow for adding Presentations to candidates. While the Presentation can contain any - * arbitrary data, Decorators are often used to add a UrtItemPresentation for URT item support, or - * a UrtModulePresentation for grouping the candidates in a URT module. - */ - val decorator: Option[CandidateDecorator[Query, Result]] = None - - /** - * A candidate pipeline can define a partial function to rescue failures here. They will be treated as failures - * from a monitoring standpoint, and cancellation exceptions will always be propagated (they cannot be caught here). - */ - def failureClassifier: PartialFunction[Throwable, PipelineFailure] = PartialFunction.empty - - /** - * Scorers for candidates. Scorers are executed in parallel. Order does not matter. - */ - def scorers: Seq[Scorer[Query, Result]] = Seq.empty - - /** - * Alerts can be used to indicate the pipeline's service level objectives. Alerts and - * dashboards will be automatically created based on this information. - */ - val alerts: Seq[Alert] = Seq.empty - - /** - * This method is used by the product mixer framework to build the pipeline. - */ - private[core] final def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - factory: CandidatePipelineBuilderFactory - ): CandidatePipeline[Query] = { - factory.get.build(parentComponentIdentifierStack, this) - } -} - -trait CandidatePipelineConfig[ - -Query <: PipelineQuery, - CandidateSourceQuery, - CandidateSourceResult, - Result <: UniversalNoun[Any]] - extends BaseCandidatePipelineConfig[ - Query, - CandidateSourceQuery, - CandidateSourceResult, - Result - ] { - override val gates: Seq[Gate[Query]] = Seq.empty - - override val queryTransformer: CandidatePipelineQueryTransformer[ - Query, - CandidateSourceQuery - ] -} - -trait DependentCandidatePipelineConfig[ - -Query <: PipelineQuery, - CandidateSourceQuery, - CandidateSourceResult, - Result <: UniversalNoun[Any]] - extends BaseCandidatePipelineConfig[ - Query, - CandidateSourceQuery, - CandidateSourceResult, - Result - ] - -/** - * Contains [[PipelineStepIdentifier]]s for the Steps that are available for all [[BaseCandidatePipelineConfig]]s - */ -object CandidatePipelineConfig extends PipelineConfigCompanion { - val gatesStep: PipelineStepIdentifier = PipelineStepIdentifier("Gates") - val fetchQueryFeaturesStep: PipelineStepIdentifier = PipelineStepIdentifier("FetchQueryFeatures") - val fetchQueryFeaturesPhase2Step: PipelineStepIdentifier = PipelineStepIdentifier( - "FetchQueryFeaturesPhase2") - val candidateSourceStep: PipelineStepIdentifier = PipelineStepIdentifier("CandidateSource") - val preFilterFeatureHydrationPhase1Step: PipelineStepIdentifier = - PipelineStepIdentifier("PreFilterFeatureHydration") - val preFilterFeatureHydrationPhase2Step: PipelineStepIdentifier = - PipelineStepIdentifier("PreFilterFeatureHydrationPhase2") - val filtersStep: PipelineStepIdentifier = PipelineStepIdentifier("Filters") - val postFilterFeatureHydrationStep: PipelineStepIdentifier = - PipelineStepIdentifier("PostFilterFeatureHydration") - val scorersStep: PipelineStepIdentifier = PipelineStepIdentifier("Scorer") - val decoratorStep: PipelineStepIdentifier = PipelineStepIdentifier("Decorator") - val resultStep: PipelineStepIdentifier = PipelineStepIdentifier("Result") - - /** All the steps which are executed by a [[CandidatePipeline]] in the order in which they are run */ - override val stepsInOrder: Seq[PipelineStepIdentifier] = Seq( - gatesStep, - fetchQueryFeaturesStep, - fetchQueryFeaturesPhase2Step, - asyncFeaturesStep(candidateSourceStep), - candidateSourceStep, - asyncFeaturesStep(preFilterFeatureHydrationPhase1Step), - preFilterFeatureHydrationPhase1Step, - asyncFeaturesStep(preFilterFeatureHydrationPhase2Step), - preFilterFeatureHydrationPhase2Step, - asyncFeaturesStep(filtersStep), - filtersStep, - asyncFeaturesStep(postFilterFeatureHydrationStep), - 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com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.product_mixer.core.pipeline.PipelineResult -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults -import com.twitter.product_mixer.core.service.candidate_decorator_executor.CandidateDecoratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_source_executor.CandidateSourceExecutorResult -import com.twitter.product_mixer.core.service.filter_executor.FilterExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.query_feature_hydrator_executor.QueryFeatureHydratorExecutor - -case class CandidatePipelineResult( - candidateSourceIdentifier: CandidateSourceIdentifier, - gateResult: Option[GateExecutorResult], - queryFeatures: Option[QueryFeatureHydratorExecutor.Result], - queryFeaturesPhase2: Option[QueryFeatureHydratorExecutor.Result], - mergedAsyncQueryFeatures: Option[AsyncFeatureMap], - candidateSourceResult: Option[CandidateSourceExecutorResult[UniversalNoun[Any]]], - preFilterHydrationResult: Option[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]], - preFilterHydrationResultPhase2: Option[ - CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]] - ], - filterResult: Option[FilterExecutorResult[UniversalNoun[Any]]], - postFilterHydrationResult: Option[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]], - candidateDecoratorResult: Option[CandidateDecoratorExecutorResult], - scorersResult: Option[CandidateFeatureHydratorExecutorResult[UniversalNoun[Any]]], - asyncFeatureHydrationResults: Option[AsyncFeatureMapExecutorResults], - failure: Option[PipelineFailure], - result: Option[Seq[CandidateWithDetails]]) - extends PipelineResult[Seq[CandidateWithDetails]] { - - override def withFailure(failure: PipelineFailure): CandidatePipelineResult = - copy(failure = Some(failure)) - - override def withResult( - result: Seq[CandidateWithDetails] - ): CandidatePipelineResult = copy(result = Some(result)) - - override val resultSize: Int = result.map(PipelineResult.resultSize).getOrElse(0) -} - -private[candidate] object IntermediateCandidatePipelineResult { - def empty[Candidate <: UniversalNoun[Any]]( - candidateSourceIdentifier: CandidateSourceIdentifier - ): IntermediateCandidatePipelineResult[Candidate] = { - IntermediateCandidatePipelineResult( - CandidatePipelineResult( - candidateSourceIdentifier = candidateSourceIdentifier, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None - ), - None - ) - } -} - -private[candidate] case class IntermediateCandidatePipelineResult[Candidate <: UniversalNoun[Any]]( - underlyingResult: CandidatePipelineResult, - featureMaps: Option[Map[Candidate, FeatureMap]]) - extends PipelineResult[Seq[CandidateWithDetails]] { - override val failure: Option[PipelineFailure] = underlyingResult.failure - override val result: Option[Seq[CandidateWithDetails]] = underlyingResult.result - - override def withFailure( - failure: PipelineFailure - ): IntermediateCandidatePipelineResult[Candidate] = - copy(underlyingResult = underlyingResult.withFailure(failure)) - - override def withResult( - result: Seq[CandidateWithDetails] - ): IntermediateCandidatePipelineResult[Candidate] = - copy(underlyingResult = underlyingResult.withResult(result)) - - override def resultSize(): Int = underlyingResult.resultSize -} 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-1,62 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featurestorev1", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/candidate_source", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/filter", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/premarshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/selector", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/side_effect", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/async_feature_map_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_pipeline_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/domain_marshaller_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_result_side_effect_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/quality_factor_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/query_feature_hydrator_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/selector_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/transport_marshaller_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/util", - "stitch/stitch-core", - ], - exports = [ - "3rdparty/jvm/javax/inject:javax.inject", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/candidate_source", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/filter", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/premarshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/selector", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/side_effect", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_pipeline_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/domain_marshaller_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_result_side_effect_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/quality_factor_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/query_feature_hydrator_executor", - 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b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineBuilder.scala deleted file mode 100644 index 4cdb44552..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineBuilder.scala +++ /dev/null @@ -1,582 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.mixer - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.product_mixer.core.feature.featuremap.FeatureMap -import com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap -import com.twitter.product_mixer.core.functional_component.common.alert.Alert -import com.twitter.product_mixer.core.functional_component.feature_hydrator.QueryFeatureHydrator -import com.twitter.product_mixer.core.functional_component.gate.Gate -import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.functional_component.marshaller.TransportMarshaller -import com.twitter.product_mixer.core.model.common.Component -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.MixerPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.marshalling.HasMarshalling -import com.twitter.product_mixer.core.pipeline.FailOpenPolicy -import com.twitter.product_mixer.core.pipeline.InvalidStepStateException -import com.twitter.product_mixer.core.pipeline.PipelineBuilder -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipeline -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipelineBuilderFactory -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.candidate.DependentCandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailureClassifier -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ProductDisabled -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.product_mixer.core.quality_factor.QualityFactorObserver -import com.twitter.product_mixer.core.quality_factor.QualityFactorStatus -import com.twitter.product_mixer.core.service.Executor -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutor -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults -import com.twitter.product_mixer.core.service.candidate_pipeline_executor.CandidatePipelineExecutor -import com.twitter.product_mixer.core.service.candidate_pipeline_executor.CandidatePipelineExecutorResult -import com.twitter.product_mixer.core.service.domain_marshaller_executor.DomainMarshallerExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.StoppedGateException -import com.twitter.product_mixer.core.service.pipeline_result_side_effect_executor.PipelineResultSideEffectExecutor -import com.twitter.product_mixer.core.service.quality_factor_executor.QualityFactorExecutorResult -import com.twitter.product_mixer.core.service.query_feature_hydrator_executor.QueryFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutor -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutorResult -import com.twitter.product_mixer.core.service.transport_marshaller_executor.TransportMarshallerExecutor -import com.twitter.stitch.Arrow -import com.twitter.util.logging.Logging - -/** - * MixerPipelineBuilder builds [[MixerPipeline]]s from [[MixerPipelineConfig]]s. - * - * You should inject a [[MixerPipelineBuilderFactory]] and call `.get` to build these. - * - * @see [[MixerPipelineConfig]] for the description of the type parameters - */ -class MixerPipelineBuilder[Query <: PipelineQuery, DomainResultType <: HasMarshalling, Result]( - candidatePipelineExecutor: CandidatePipelineExecutor, - gateExecutor: GateExecutor, - selectorExecutor: SelectorExecutor, - queryFeatureHydratorExecutor: QueryFeatureHydratorExecutor, - asyncFeatureMapExecutor: AsyncFeatureMapExecutor, - domainMarshallerExecutor: DomainMarshallerExecutor, - transportMarshallerExecutor: TransportMarshallerExecutor, - pipelineResultSideEffectExecutor: PipelineResultSideEffectExecutor, - candidatePipelineBuilderFactory: CandidatePipelineBuilderFactory, - override val statsReceiver: StatsReceiver) - extends PipelineBuilder[Query] - with Logging { - - override type UnderlyingResultType = Result - override type PipelineResultType = MixerPipelineResult[Result] - - def qualityFactorStep( - qualityFactorStatus: QualityFactorStatus - ): Step[Query, QualityFactorExecutorResult] = - new Step[Query, QualityFactorExecutorResult] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.qualityFactorStep - - override def executorArrow: Arrow[Query, QualityFactorExecutorResult] = - Arrow - .map[Query, QualityFactorExecutorResult] { _ => - QualityFactorExecutorResult( - pipelineQualityFactors = - qualityFactorStatus.qualityFactorByPipeline.mapValues(_.currentValue) - ) - } - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): Query = query - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: QualityFactorExecutorResult - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(qualityFactorResult = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: QualityFactorExecutorResult - ): Query = { - query match { - case queryWithQualityFactor: HasQualityFactorStatus => - queryWithQualityFactor - .withQualityFactorStatus( - queryWithQualityFactor.qualityFactorStatus.getOrElse(QualityFactorStatus.empty) ++ - qualityFactorStatus - ).asInstanceOf[Query] - case _ => - query - } - } - } - - def gatesStep( - gates: Seq[Gate[Query]], - context: Executor.Context - ): Step[Query, GateExecutorResult] = new Step[Query, GateExecutorResult] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.gatesStep - - override def executorArrow: Arrow[Query, GateExecutorResult] = - gateExecutor.arrow(gates, context) - - override def inputAdaptor(query: Query, previousResult: MixerPipelineResult[Result]): Query = - query - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: GateExecutorResult - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(gateResult = Some(executorResult)) - } - - def fetchQueryFeaturesStep( - queryFeatureHydrators: Seq[QueryFeatureHydrator[Query]], - stepIdentifier: PipelineStepIdentifier, - updater: ResultUpdater[MixerPipelineResult[Result], QueryFeatureHydratorExecutor.Result], - context: Executor.Context - ): Step[Query, QueryFeatureHydratorExecutor.Result] = - new Step[Query, QueryFeatureHydratorExecutor.Result] { - override def identifier: PipelineStepIdentifier = stepIdentifier - - override def executorArrow: Arrow[Query, QueryFeatureHydratorExecutor.Result] = - queryFeatureHydratorExecutor.arrow( - queryFeatureHydrators, - MixerPipelineConfig.stepsAsyncFeatureHydrationCanBeCompletedBy, - context) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): Query = query - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: QueryFeatureHydratorExecutor.Result - ): MixerPipelineResult[Result] = - updater(previousPipelineResult, executorResult) - - override def queryUpdater( - query: Query, - executorResult: QueryFeatureHydratorExecutor.Result - ): Query = - query - .withFeatureMap( - query.features - .getOrElse(FeatureMap.empty) ++ executorResult.featureMap).asInstanceOf[Query] - } - - def asyncFeaturesStep( - stepToHydrateFor: PipelineStepIdentifier, - context: Executor.Context - ): Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - new Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] { - override def identifier: PipelineStepIdentifier = - MixerPipelineConfig.asyncFeaturesStep(stepToHydrateFor) - - override def executorArrow: Arrow[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - asyncFeatureMapExecutor.arrow( - stepToHydrateFor, - identifier, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): AsyncFeatureMap = - previousResult.mergedAsyncQueryFeatures - .getOrElse( - throw InvalidStepStateException(identifier, "MergedAsyncQueryFeatures") - ) - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: AsyncFeatureMapExecutorResults - ): MixerPipelineResult[Result] = previousPipelineResult.copy( - asyncFeatureHydrationResults = previousPipelineResult.asyncFeatureHydrationResults match { - case Some(existingResults) => Some(existingResults ++ executorResult) - case None => Some(executorResult) - }) - - override def queryUpdater( - query: Query, - executorResult: AsyncFeatureMapExecutorResults - ): Query = - if (executorResult.featureMapsByStep - .getOrElse(stepToHydrateFor, FeatureMap.empty).isEmpty) { - query - } else { - query - .withFeatureMap( - query.features - .getOrElse(FeatureMap.empty) ++ executorResult.featureMapsByStep( - stepToHydrateFor)).asInstanceOf[Query] - } - } - - def candidatePipelinesStep( - candidatePipelines: Seq[CandidatePipeline[Query]], - defaultFailOpenPolicy: FailOpenPolicy, - failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver], - context: Executor.Context - ): Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] = - new Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.candidatePipelinesStep - - override def executorArrow: Arrow[CandidatePipeline.Inputs[ - Query - ], CandidatePipelineExecutorResult] = - candidatePipelineExecutor - .arrow( - candidatePipelines, - defaultFailOpenPolicy, - failOpenPolicies, - qualityFactorObserverByPipeline, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): CandidatePipeline.Inputs[Query] = CandidatePipeline.Inputs[Query](query, Seq.empty) - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: CandidatePipelineExecutorResult - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(candidatePipelineResults = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: CandidatePipelineExecutorResult - ): Query = { - val updatedFeatureMap = query.features - .getOrElse(FeatureMap.empty) ++ executorResult.queryFeatureMap - query - .withFeatureMap(updatedFeatureMap).asInstanceOf[Query] - } - } - - def dependentCandidatePipelinesStep( - candidatePipelines: Seq[CandidatePipeline[Query]], - defaultFailOpenPolicy: FailOpenPolicy, - failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver], - context: Executor.Context - ): Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] = - new Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] { - override def identifier: PipelineStepIdentifier = - MixerPipelineConfig.dependentCandidatePipelinesStep - - override def executorArrow: Arrow[CandidatePipeline.Inputs[ - Query - ], CandidatePipelineExecutorResult] = - candidatePipelineExecutor - .arrow( - candidatePipelines, - defaultFailOpenPolicy, - failOpenPolicies, - qualityFactorObserverByPipeline, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): CandidatePipeline.Inputs[Query] = { - val previousCandidates = previousResult.candidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "Candidates") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - CandidatePipeline.Inputs[Query](query, previousCandidates) - } - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: CandidatePipelineExecutorResult - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(dependentCandidatePipelineResults = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: CandidatePipelineExecutorResult - ): Query = { - val updatedFeatureMap = query.features - .getOrElse(FeatureMap.empty) ++ executorResult.queryFeatureMap - query - .withFeatureMap(updatedFeatureMap).asInstanceOf[Query] - } - } - - def resultSelectorsStep( - selectors: Seq[Selector[Query]], - context: Executor.Context - ): Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] = - new Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.resultSelectorsStep - - override def executorArrow: Arrow[SelectorExecutor.Inputs[Query], SelectorExecutorResult] = - selectorExecutor.arrow(selectors, context) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): SelectorExecutor.Inputs[Query] = { - val candidates = previousResult.candidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "Candidates") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - - val dependentCandidates = - previousResult.dependentCandidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "DependentCandidates") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - - SelectorExecutor.Inputs( - query = query, - candidatesWithDetails = candidates ++ dependentCandidates - ) - } - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: SelectorExecutorResult - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(resultSelectorResults = Some(executorResult)) - } - - def domainMarshallingStep( - domainMarshaller: DomainMarshaller[Query, DomainResultType], - context: Executor.Context - ): Step[DomainMarshallerExecutor.Inputs[Query], DomainMarshallerExecutor.Result[ - DomainResultType - ]] = - new Step[DomainMarshallerExecutor.Inputs[Query], DomainMarshallerExecutor.Result[ - DomainResultType - ]] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.domainMarshallerStep - - override def executorArrow: Arrow[ - DomainMarshallerExecutor.Inputs[Query], - DomainMarshallerExecutor.Result[DomainResultType] - ] = - domainMarshallerExecutor.arrow(domainMarshaller, context) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): DomainMarshallerExecutor.Inputs[Query] = { - val selectorResults = previousResult.resultSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - } - - DomainMarshallerExecutor.Inputs( - query = query, - candidatesWithDetails = selectorResults.selectedCandidates - ) - } - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: DomainMarshallerExecutor.Result[DomainResultType] - ): MixerPipelineResult[Result] = previousPipelineResult.copy( - domainMarshallerResults = Some(executorResult) - ) - } - - def resultSideEffectsStep( - sideEffects: Seq[PipelineResultSideEffect[Query, DomainResultType]], - context: Executor.Context - ): Step[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] = new Step[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.resultSideEffectsStep - - override def executorArrow: Arrow[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] = pipelineResultSideEffectExecutor.arrow(sideEffects, context) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): PipelineResultSideEffect.Inputs[Query, DomainResultType] = { - - val selectorResults = previousResult.resultSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - } - - val domainMarshallerResults = previousResult.domainMarshallerResults.getOrElse { - throw InvalidStepStateException(identifier, "DomainMarshallerResults") - } - - PipelineResultSideEffect.Inputs[Query, DomainResultType]( - query = query, - selectedCandidates = selectorResults.selectedCandidates, - remainingCandidates = selectorResults.remainingCandidates, - droppedCandidates = selectorResults.droppedCandidates, - response = domainMarshallerResults.result.asInstanceOf[DomainResultType] - ) - } - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: PipelineResultSideEffectExecutor.Result - ): MixerPipelineResult[Result] = - previousPipelineResult.copy(resultSideEffectResults = Some(executorResult)) - } - - def transportMarshallingStep( - transportMarshaller: TransportMarshaller[DomainResultType, Result], - context: Executor.Context - ): Step[ - TransportMarshallerExecutor.Inputs[DomainResultType], - TransportMarshallerExecutor.Result[Result] - ] = new Step[TransportMarshallerExecutor.Inputs[ - DomainResultType - ], TransportMarshallerExecutor.Result[Result]] { - override def identifier: PipelineStepIdentifier = MixerPipelineConfig.transportMarshallerStep - - override def executorArrow: Arrow[TransportMarshallerExecutor.Inputs[ - DomainResultType - ], TransportMarshallerExecutor.Result[Result]] = - transportMarshallerExecutor.arrow(transportMarshaller, context) - - override def inputAdaptor( - query: Query, - previousResult: MixerPipelineResult[Result] - ): TransportMarshallerExecutor.Inputs[DomainResultType] = { - val domainMarshallingResults = previousResult.domainMarshallerResults.getOrElse { - throw InvalidStepStateException(identifier, "DomainMarshallerResults") - } - - // Since the PipelineResult just uses HasMarshalling - val domainResult = domainMarshallingResults.result.asInstanceOf[DomainResultType] - - TransportMarshallerExecutor.Inputs(domainResult) - } - - override def resultUpdater( - previousPipelineResult: MixerPipelineResult[Result], - executorResult: TransportMarshallerExecutor.Result[Result] - ): MixerPipelineResult[Result] = previousPipelineResult.copy( - transportMarshallerResults = Some(executorResult), - result = Some(executorResult.result) - ) - } - - def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - config: MixerPipelineConfig[Query, DomainResultType, Result] - ): MixerPipeline[Query, Result] = { - - val pipelineIdentifier = config.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - config.failureClassifier.orElse(StoppedGateException.classifier(ProductDisabled))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val qualityFactorStatus: QualityFactorStatus = - QualityFactorStatus.build(config.qualityFactorConfigs) - - val qualityFactorObserverByPipeline = - qualityFactorStatus.qualityFactorByPipeline.mapValues { qualityFactor => - qualityFactor.buildObserver() - } - - buildGaugesForQualityFactor(pipelineIdentifier, qualityFactorStatus, statsReceiver) - - val candidatePipelines: Seq[CandidatePipeline[Query]] = config.candidatePipelines.map { - pipelineConfig: CandidatePipelineConfig[Query, _, _, _] => - pipelineConfig.build(context.componentStack, candidatePipelineBuilderFactory) - } - - val dependentCandidatePipelines: Seq[CandidatePipeline[Query]] = - config.dependentCandidatePipelines.map { - pipelineConfig: DependentCandidatePipelineConfig[Query, _, _, _] => - pipelineConfig.build(context.componentStack, candidatePipelineBuilderFactory) - } - - val builtSteps = Seq( - qualityFactorStep(qualityFactorStatus), - gatesStep(config.gates, context), - fetchQueryFeaturesStep( - config.fetchQueryFeatures, - MixerPipelineConfig.fetchQueryFeaturesStep, - (previousPipelineResult, executorResult) => - previousPipelineResult.copy(queryFeatures = Some(executorResult)), - context - ), - fetchQueryFeaturesStep( - config.fetchQueryFeaturesPhase2, - MixerPipelineConfig.fetchQueryFeaturesPhase2Step, - (previousPipelineResult, executorResult) => - previousPipelineResult.copy( - queryFeaturesPhase2 = Some(executorResult), - mergedAsyncQueryFeatures = Some( - previousPipelineResult.queryFeatures - .getOrElse(throw InvalidStepStateException( - MixerPipelineConfig.fetchQueryFeaturesPhase2Step, - "QueryFeatures")) - .asyncFeatureMap ++ executorResult.asyncFeatureMap) - ), - context - ), - asyncFeaturesStep(MixerPipelineConfig.candidatePipelinesStep, context), - candidatePipelinesStep( - candidatePipelines, - config.defaultFailOpenPolicy, - config.failOpenPolicies, - qualityFactorObserverByPipeline, - context), - asyncFeaturesStep(MixerPipelineConfig.dependentCandidatePipelinesStep, context), - dependentCandidatePipelinesStep( - dependentCandidatePipelines, - config.defaultFailOpenPolicy, - config.failOpenPolicies, - qualityFactorObserverByPipeline, - context), - asyncFeaturesStep(MixerPipelineConfig.resultSelectorsStep, context), - resultSelectorsStep(config.resultSelectors, context), - domainMarshallingStep(config.domainMarshaller, context), - asyncFeaturesStep(MixerPipelineConfig.resultSideEffectsStep, context), - resultSideEffectsStep(config.resultSideEffects, context), - transportMarshallingStep(config.transportMarshaller, context) - ) - - val finalArrow = buildCombinedArrowFromSteps( - steps = builtSteps, - context = context, - initialEmptyResult = MixerPipelineResult.empty, - stepsInOrderFromConfig = MixerPipelineConfig.stepsInOrder - ) - - val configFromBuilder = config - new MixerPipeline[Query, Result] { - override private[core] val config: MixerPipelineConfig[Query, _, Result] = configFromBuilder - override val arrow: Arrow[Query, MixerPipelineResult[Result]] = finalArrow - override val identifier: MixerPipelineIdentifier = pipelineIdentifier - override val alerts: Seq[Alert] = config.alerts - override val children: Seq[Component] = - config.gates ++ - config.fetchQueryFeatures ++ - candidatePipelines ++ - dependentCandidatePipelines ++ - config.resultSideEffects ++ - Seq(config.domainMarshaller, config.transportMarshaller) - } - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineBuilderFactory.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineBuilderFactory.docx new file mode 100644 index 0000000000000000000000000000000000000000..3787212e9cfa89ffb5680033dc212610068f23db GIT binary patch literal 37235 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cbDMq?(XjH9)i0C2?TflcV_0CGjr~}@B3x* 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com.twitter.product_mixer.core.functional_component.common.alert.Alert -import com.twitter.product_mixer.core.functional_component.feature_hydrator.QueryFeatureHydrator -import com.twitter.product_mixer.core.functional_component.gate.Gate -import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.functional_component.marshaller.TransportMarshaller -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.MixerPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.marshalling.HasMarshalling -import com.twitter.product_mixer.core.pipeline.FailOpenPolicy -import com.twitter.product_mixer.core.pipeline.PipelineConfig -import com.twitter.product_mixer.core.pipeline.PipelineConfigCompanion -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.candidate.DependentCandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ClosedGate -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.quality_factor.QualityFactorConfig - -/** - * This is the configuration necessary to generate a Mixer Pipeline. Product code should create a - * MixerPipelineConfig, and then use a MixerPipelineBuilder to get the final MixerPipeline which can - * process requests. - * - * @tparam Query - The domain model for the query or request - * @tparam UnmarshalledResultType - The result type of the pipeline, but before marshalling to a wire protocol like URT - * @tparam Result - The final result that will be served to users - */ -trait MixerPipelineConfig[Query <: PipelineQuery, UnmarshalledResultType <: HasMarshalling, Result] - extends PipelineConfig { - - override val identifier: MixerPipelineIdentifier - - /** - * Mixer Pipeline Gates will be executed before any other step (including retrieval from candidate - * pipelines). They're executed sequentially, and any "Stop" result will prevent pipeline execution. - */ - def gates: Seq[Gate[Query]] = Seq.empty - - /** - * A mixer pipeline can fetch query-level features before candidate pipelines are executed. - */ - def fetchQueryFeatures: Seq[QueryFeatureHydrator[Query]] = Seq.empty - - /** - * For query-level features that are dependent on query-level features from [[fetchQueryFeatures]] - */ - def fetchQueryFeaturesPhase2: Seq[QueryFeatureHydrator[Query]] = Seq.empty - - /** - * Candidate pipelines retrieve candidates for possible inclusion in the result - */ - def candidatePipelines: Seq[CandidatePipelineConfig[Query, _, _, _]] - - /** - * Dependent candidate pipelines to retrieve candidates that depend on the result of [[candidatePipelines]] - * [[DependentCandidatePipelineConfig]] have access to the list of previously retrieved & decorated - * candidates for use in constructing the query object. - */ - def dependentCandidatePipelines: Seq[DependentCandidatePipelineConfig[Query, _, _, _]] = Seq.empty - - /** - * [[defaultFailOpenPolicy]] is the [[FailOpenPolicy]] that will be applied to any candidate - * pipeline that isn't in the [[failOpenPolicies]] map. By default Candidate Pipelines will fail - * open for Closed Gates only. - */ - def defaultFailOpenPolicy: FailOpenPolicy = FailOpenPolicy(Set(ClosedGate)) - - /** - * [[failOpenPolicies]] associates [[FailOpenPolicy]]s to specific candidate pipelines using - * [[CandidatePipelineIdentifier]]. - * - * @note these [[FailOpenPolicy]]s override the [[defaultFailOpenPolicy]] for a mapped - * Candidate Pipeline. - */ - def failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy] = Map.empty - - /** - ** [[qualityFactorConfigs]] associates [[QualityFactorConfig]]s to specific candidate pipelines - * using [[CandidatePipelineIdentifier]]. - */ - def qualityFactorConfigs: Map[CandidatePipelineIdentifier, QualityFactorConfig] = - Map.empty - - /** - * Selectors are executed in sequential order to combine the candidates into a result - */ - def resultSelectors: Seq[Selector[Query]] - - /** - * Mixer result side effects that are executed after selection and domain marshalling - */ - def resultSideEffects: Seq[PipelineResultSideEffect[Query, UnmarshalledResultType]] = Seq() - - /** - * Domain marshaller transforms the selections into the model expected by the marshaller - */ - def domainMarshaller: DomainMarshaller[Query, UnmarshalledResultType] - - /** - * Transport marshaller transforms the model into our line-level API like URT or JSON - */ - def transportMarshaller: TransportMarshaller[UnmarshalledResultType, Result] - - /** - * A pipeline can define a partial function to rescue failures here. They will be treated as failures - * from a monitoring standpoint, and cancellation exceptions will always be propagated (they cannot be caught here). - */ - def failureClassifier: PartialFunction[Throwable, PipelineFailure] = PartialFunction.empty - - /** - * Alert can be used to indicate the pipeline's service level objectives. Alerts and - * dashboards will be automatically created based on this information. - */ - val alerts: Seq[Alert] = Seq.empty - - /** - * This method is used by the product mixer framework to build the pipeline. - */ - private[core] final def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - builder: MixerPipelineBuilderFactory - ): MixerPipeline[Query, Result] = - builder.get.build(parentComponentIdentifierStack, this) -} - -object MixerPipelineConfig extends PipelineConfigCompanion { - val qualityFactorStep: PipelineStepIdentifier = PipelineStepIdentifier("QualityFactor") - val gatesStep: PipelineStepIdentifier = PipelineStepIdentifier("Gates") - val fetchQueryFeaturesStep: PipelineStepIdentifier = PipelineStepIdentifier("FetchQueryFeatures") - val fetchQueryFeaturesPhase2Step: PipelineStepIdentifier = - PipelineStepIdentifier("FetchQueryFeaturesPhase2") - val candidatePipelinesStep: PipelineStepIdentifier = PipelineStepIdentifier("CandidatePipelines") - val dependentCandidatePipelinesStep: PipelineStepIdentifier = - PipelineStepIdentifier("DependentCandidatePipelines") - val resultSelectorsStep: PipelineStepIdentifier = PipelineStepIdentifier("ResultSelectors") - val domainMarshallerStep: PipelineStepIdentifier = PipelineStepIdentifier("DomainMarshaller") - val resultSideEffectsStep: PipelineStepIdentifier = PipelineStepIdentifier("ResultSideEffects") - val transportMarshallerStep: PipelineStepIdentifier = PipelineStepIdentifier( - "TransportMarshaller") - - /** All the Steps which are executed by a [[MixerPipeline]] in the order in which they are run */ - override val stepsInOrder: Seq[PipelineStepIdentifier] = Seq( - qualityFactorStep, - gatesStep, - fetchQueryFeaturesStep, - fetchQueryFeaturesPhase2Step, - asyncFeaturesStep(candidatePipelinesStep), - candidatePipelinesStep, - asyncFeaturesStep(dependentCandidatePipelinesStep), - dependentCandidatePipelinesStep, - asyncFeaturesStep(resultSelectorsStep), - resultSelectorsStep, - domainMarshallerStep, - asyncFeaturesStep(resultSideEffectsStep), - resultSideEffectsStep, - transportMarshallerStep - ) - - /** - * All the Steps which an [[com.twitter.product_mixer.core.functional_component.feature_hydrator.AsyncHydrator AsyncHydrator]] - * can be configured to [[com.twitter.product_mixer.core.functional_component.feature_hydrator.AsyncHydrator.hydrateBefore hydrateBefore]] - */ - override val stepsAsyncFeatureHydrationCanBeCompletedBy: Set[PipelineStepIdentifier] = Set( - candidatePipelinesStep, - dependentCandidatePipelinesStep, - resultSelectorsStep, - resultSideEffectsStep - ) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineResult.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineResult.docx new file mode 100644 index 0000000000000000000000000000000000000000..f18e7dfb4a143cf0f391490c3c656d5e758233a3 GIT binary patch literal 37632 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`1cMIX+DXjD%EVE@_N{Fa>!!u{IxvhQwyFwsW>v(1(_Y9*#VfE zmJIKAQ{3RJJ2id$Mi{|o;yJnjN!kx!(KMAYniwR5!EmZVqtKz%`O`eP?Gz5`sz<{# zI}D%pMwMM(#(mw$A0+&wvR)RMsWmfg(h|`+&FnU&#c>2vR~mV(rn`<|9lU!2unD5BnK^{a(t5KO$T?ooWcbvs zs}rs6V|5fLgYS7Kfs%3D9Y9A@PiBw^lg8d2Q|TRa*LQbER~SPn{ID2mcsDzvU^lMe zH;np)OGBhqwM{H0d4z+H=gsj*g52jOCrEFJPg2pRUD8O1)?c*W>;3}eY5ybiGTuFs zf7PALb4Ssh%Su3=sXSvco!(0lQ2}~a+{Y)cN5tatcap+A&kMzCdm^KEK=F{^D78#0c1GP+a<^pmTdbBs_E*jd5R^gK2 z+x^Mh)whFmY||ocC{RSrsqeTgG)aXS)-eb4=;}|W#j3<5jp*%UP)dSI6VR^_KhtWt z_%O`?U;xtcO(AnP|u8=e2AQES_%JdB4v@Nim`2Icedt9;o8$Fh%@} zwKnBUw=rhX2X16qkNfPO1q%IwsAdJa&8I;HLI)Md3}CA41aNR>F$Fl8|GvpH

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g2NC+GcOYdk)Yf5uH!Cm)fpV1~Ln1JHboPOG08wg6wEzGB literal 0 HcmV?d00001 diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineResult.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineResult.scala deleted file mode 100644 index 1ddf00bd4..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer/MixerPipelineResult.scala +++ /dev/null @@ -1,70 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.mixer - -import com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap -import com.twitter.product_mixer.core.model.marshalling.HasMarshalling -import com.twitter.product_mixer.core.pipeline.PipelineResult -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults -import com.twitter.product_mixer.core.service.candidate_pipeline_executor.CandidatePipelineExecutorResult -import com.twitter.product_mixer.core.service.domain_marshaller_executor.DomainMarshallerExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.pipeline_result_side_effect_executor.PipelineResultSideEffectExecutor -import com.twitter.product_mixer.core.service.quality_factor_executor.QualityFactorExecutorResult -import com.twitter.product_mixer.core.service.query_feature_hydrator_executor.QueryFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutorResult -import com.twitter.product_mixer.core.service.transport_marshaller_executor.TransportMarshallerExecutor - -/** - * A [[MixerPipelineResult]] includes both the user-visible [[PipelineResult]] and all the - * Execution details possible - intermediate results, what components did, etc. - */ -case class MixerPipelineResult[Result]( - qualityFactorResult: Option[QualityFactorExecutorResult], - gateResult: Option[GateExecutorResult], - queryFeatures: Option[QueryFeatureHydratorExecutor.Result], - queryFeaturesPhase2: Option[QueryFeatureHydratorExecutor.Result], - mergedAsyncQueryFeatures: Option[AsyncFeatureMap], - candidatePipelineResults: Option[CandidatePipelineExecutorResult], - dependentCandidatePipelineResults: Option[CandidatePipelineExecutorResult], - resultSelectorResults: Option[SelectorExecutorResult], - domainMarshallerResults: Option[DomainMarshallerExecutor.Result[HasMarshalling]], - resultSideEffectResults: Option[PipelineResultSideEffectExecutor.Result], - asyncFeatureHydrationResults: Option[AsyncFeatureMapExecutorResults], - transportMarshallerResults: Option[TransportMarshallerExecutor.Result[Result]], - failure: Option[PipelineFailure], - result: Option[Result]) - extends PipelineResult[Result] { - - override def withFailure(failure: PipelineFailure): PipelineResult[Result] = - copy(failure = Some(failure)) - - override def withResult(result: Result): PipelineResult[Result] = copy(result = Some(result)) - - /** - * resultSize is calculated based on the selector results rather than the marshalled results. The - * structure of the marshalled format is unknown, making operating on selector results more - * convenient. This will implicitly excluded cursors built during marshalling but cursors don't - * contribute to the result size anyway. - */ - override val resultSize: Int = - resultSelectorResults.map(_.selectedCandidates).map(PipelineResult.resultSize).getOrElse(0) -} - -object MixerPipelineResult { - def empty[A]: MixerPipelineResult[A] = MixerPipelineResult( - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None - ) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/BUILD deleted file mode 100644 index 68dfa5b8f..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/BUILD +++ /dev/null @@ -1,14 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/identifier", - "util/util-jackson/src/main/scala/com/twitter/util/jackson", - ], - exports = [ - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/identifier", - ], -) diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..085ce90fef4125256c2d0d70ae74f26c9a0ea4d5 GIT binary patch literal 36848 zcmagEWmp}_wm*!!dvJGmcL)&N-6iP8os9nCeon@92d5DL*N&X0p zS>-So=J?FCJ3r#JdZBLLW@M%(BU-&vpjj76preuN24@* z3?KK$mEB(^{XNJZBm$(eUzVAvHM49p5ZVKIzeE_HYe;`GZcG?-sdJxVXmGaDaH?PH zD?;%cMg*XJ`)=RM>@lImaRgIe7Im$ryNO{F`uzl88$w+>_X9Fp>&-zR_jpZ{;bW(+ zPK>&r^--`4zW1F3O6GBI5FJeenL!dvI(uhqm2b%1z}+2PQ7onK!*aOc-Ta(_{iH^~ 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either a result or a failure. - * - * The reason field should not be displayed to end-users, and is free to change over time. - * It should always be free of private user data such that we can log it. - * - * The pipeline can classify it's own failures into categories (timeouts, invalid arguments, - * rate limited, etc) such that the caller can choose how to handle it. - * - * @note [[componentStack]] should only be set by the product mixer framework, - * it should **NOT** be set when making a [[PipelineFailure]] - */ -@JsonSerialize(using = classOf[PipelineFailureSerializer]) -case class PipelineFailure( - category: PipelineFailureCategory, - reason: String, - underlying: Option[Throwable] = None, - componentStack: Option[ComponentIdentifierStack] = None) - extends Exception( - "PipelineFailure(" + - s"category = $category, " + - s"reason = $reason, " + - s"underlying = $underlying, " + - s"componentStack = $componentStack)", - underlying.orNull - ) { - override def toString: String = getMessage - - /** Returns an updated copy of this [[PipelineFailure]] with the same exception stacktrace */ - def copy( - category: PipelineFailureCategory = this.category, - reason: String = this.reason, - underlying: Option[Throwable] = this.underlying, - componentStack: Option[ComponentIdentifierStack] = this.componentStack - ): PipelineFailure = { - val newPipelineFailure = - new PipelineFailure(category, reason, underlying, componentStack) with NoStackTrace - newPipelineFailure.setStackTrace(this.getStackTrace) - newPipelineFailure - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureCategory.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureCategory.docx new file mode 100644 index 0000000000000000000000000000000000000000..bd9cc74c461b3cbbe331fc8b71606699cc561fad GIT binary patch literal 38787 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[[PipelineFailure]] */ -case class PipelineFailureClassifier( - classifier: PartialFunction[Throwable, PipelineFailure]) - extends PartialFunction[Throwable, PipelineFailure] { - override def isDefinedAt(throwable: Throwable): Boolean = classifier.isDefinedAt(throwable) - override def apply(throwable: Throwable): PipelineFailure = classifier.apply(throwable) -} - -private[core] object PipelineFailureClassifier { - val Empty: PipelineFailureClassifier = PipelineFailureClassifier(PartialFunction.empty) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureSerializer.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureSerializer.docx new file mode 100644 index 0000000000000000000000000000000000000000..3ff0d0dce6662d609b6e4761731ef23d190bf4ef GIT binary patch literal 37457 zcmagFb9`Of);}EEZfx6j(xkC%HQYgCtFdj{w(X{|)u2gZ`?q_}x%ZxPpXYhse^x%3 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b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureSerializer.scala deleted file mode 100644 index 9e4607b4c..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure/PipelineFailureSerializer.scala +++ /dev/null @@ -1,67 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.pipeline_failure - -import com.fasterxml.jackson.core.JsonGenerator -import com.fasterxml.jackson.databind.JsonSerializer -import com.fasterxml.jackson.databind.SerializerProvider -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack - -private[pipeline_failure] class PipelineFailureSerializer() - extends JsonSerializer[PipelineFailure] { - - private sealed trait BaseSerializableException - - private case class SerializableException( - `class`: String, - message: String, - stackTrace: Seq[String], - cause: Option[BaseSerializableException]) - extends BaseSerializableException - - private case class SerializablePipelineFailure( - category: String, - reason: String, - underlying: Option[BaseSerializableException], - componentStack: Option[ComponentIdentifierStack], - stackTrace: Seq[String]) - extends BaseSerializableException - - private def serializeStackTrace(stackTrace: Array[StackTraceElement]): Seq[String] = - stackTrace.map(stackTraceElement => "at " + stackTraceElement.toString) - - private def mkSerializableException( - t: Throwable, - recursionDepth: Int = 0 - ): Option[BaseSerializableException] = { - t match { - case _ if recursionDepth > 4 => - // in the unfortunate case of a super deep chain of exceptions, stop if we get too deep - None - case pipelineFailure: PipelineFailure => - Some( - SerializablePipelineFailure( - category = - pipelineFailure.category.categoryName + "/" + pipelineFailure.category.failureName, - reason = pipelineFailure.reason, - underlying = - pipelineFailure.underlying.flatMap(mkSerializableException(_, recursionDepth + 1)), - componentStack = pipelineFailure.componentStack, - stackTrace = serializeStackTrace(pipelineFailure.getStackTrace) - )) - case t => - Some( - SerializableException( - `class` = t.getClass.getName, - message = t.getMessage, - stackTrace = serializeStackTrace(t.getStackTrace), - cause = Option(t.getCause).flatMap(mkSerializableException(_, recursionDepth + 1)) - ) - ) - } - } - - override def serialize( - pipelineFailure: PipelineFailure, - gen: JsonGenerator, - serializers: SerializerProvider - ): Unit = serializers.defaultSerializeValue(mkSerializableException(pipelineFailure), gen) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/BUILD deleted file mode 100644 index 6a1c78097..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/BUILD +++ /dev/null @@ -1,51 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/access_policy", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/identifier", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_execution_logger", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_selector_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/quality_factor_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/util", - "stitch/stitch-core", - "stringcenter/client/src/main/scala/com/twitter/stringcenter/client", - "stringcenter/client/src/main/scala/com/twitter/stringcenter/client/stitch", - ], - exports = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/access_policy", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/common/alert", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/identifier", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/quality_factor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_execution_logger", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/pipeline_selector_executor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/quality_factor_executor", - "stitch/stitch-core", - ], -) diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/BUILD.docx 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com.twitter.product_mixer.core.model.common.identifier.ProductPipelineIdentifier -import com.twitter.product_mixer.core.model.marshalling.request.Request -import com.twitter.product_mixer.core.pipeline.Pipeline -import com.twitter.stitch.Arrow - -/** - * A Product Pipeline - * - * This is an abstract class, as we only construct these via the [[ProductPipelineBuilder]]. - * - * A [[ProductPipeline]] is capable of processing a [[Request]] and returning a response. - * - * @tparam RequestType the domain model for the query or request - * @tparam ResponseType the final marshalled result type - */ -abstract class ProductPipeline[RequestType <: Request, ResponseType] private[product] - extends Pipeline[ProductPipelineRequest[RequestType], ResponseType] - with WithDebugAccessPolicies { - override private[core] val config: ProductPipelineConfig[RequestType, _, ResponseType] - override val arrow: Arrow[ - ProductPipelineRequest[RequestType], - ProductPipelineResult[ResponseType] - ] - override 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is implemented inline instead of using an executor. - * - * It's a simple, synchronous step that executes the query transformer. - * - * Since the output of the transformer is used in multiple other steps (Gate, Pipeline Execution), - * we've promoted the transformer to a step so that it's outputs can be reused easily. - */ - def pipelineQueryTransformerStep( - queryTransformer: (TRequest, Params) => Query, - context: Executor.Context - ): Step[ProductPipelineRequest[TRequest], Query] = - new Step[ProductPipelineRequest[TRequest], Query] { - - override def identifier: PipelineStepIdentifier = - ProductPipelineConfig.pipelineQueryTransformerStep - - override def executorArrow: Arrow[ProductPipelineRequest[TRequest], Query] = { - wrapWithErrorHandling(context, identifier)( - Arrow.map[ProductPipelineRequest[TRequest], Query] { - case ProductPipelineRequest(request, params) => queryTransformer(request, params) - } - ) - } - - override def inputAdaptor( - query: ProductPipelineRequest[TRequest], - previousResult: ProductPipelineResult[Response] - ): ProductPipelineRequest[TRequest] = query - - override def resultUpdater( - previousPipelineResult: ProductPipelineResult[Response], - executorResult: Query - ): ProductPipelineResult[Response] = - previousPipelineResult.copy(transformedQuery = Some(executorResult)) - } - - def qualityFactorStep( - qualityFactorStatus: QualityFactorStatus - ): Step[Query, QualityFactorExecutorResult] = { - new Step[Query, QualityFactorExecutorResult] { - override def identifier: PipelineStepIdentifier = ProductPipelineConfig.qualityFactorStep - - override def executorArrow: Arrow[Query, QualityFactorExecutorResult] = - Arrow - .map[Query, QualityFactorExecutorResult] { _ => - QualityFactorExecutorResult( - pipelineQualityFactors = - qualityFactorStatus.qualityFactorByPipeline.mapValues(_.currentValue) - ) - } - - override def inputAdaptor( - query: ProductPipelineRequest[TRequest], - previousResult: ProductPipelineResult[Response] - ): Query = previousResult.transformedQuery - .getOrElse { - throw InvalidStepStateException(identifier, "TransformedQuery") - }.asInstanceOf[Query] - - override def resultUpdater( - previousPipelineResult: ProductPipelineResult[Response], - executorResult: QualityFactorExecutorResult - ): ProductPipelineResult[Response] = { - previousPipelineResult.copy( - transformedQuery = previousPipelineResult.transformedQuery.map { - case queryWithQualityFactor: HasQualityFactorStatus => - queryWithQualityFactor - .withQualityFactorStatus(qualityFactorStatus).asInstanceOf[Query] - case query => - query - }, - qualityFactorResult = Some(executorResult) - ) - } - } - } - - def gatesStep( - gates: Seq[Gate[Query]], - context: Executor.Context - ): Step[Query, GateExecutorResult] = new Step[Query, GateExecutorResult] { - override def identifier: PipelineStepIdentifier = ProductPipelineConfig.gatesStep - - override def executorArrow: Arrow[Query, GateExecutorResult] = { - gateExecutor.arrow(gates, context) - } - - override def inputAdaptor( - query: ProductPipelineRequest[TRequest], - previousResult: ProductPipelineResult[Response] - ): Query = previousResult.transformedQuery - .getOrElse { - throw InvalidStepStateException(identifier, "TransformedQuery") - }.asInstanceOf[Query] - - override def resultUpdater( - previousPipelineResult: ProductPipelineResult[Response], - executorResult: GateExecutorResult - ): ProductPipelineResult[Response] = - previousPipelineResult.copy(gateResult = Some(executorResult)) - } - - def pipelineSelectorStep( - pipelineByIdentifer: Map[ComponentIdentifier, Pipeline[Query, Response]], - pipelineSelector: Query => ComponentIdentifier, - context: Executor.Context - ): Step[Query, PipelineSelectorExecutorResult] = - new Step[Query, PipelineSelectorExecutorResult] { - override def identifier: PipelineStepIdentifier = ProductPipelineConfig.pipelineSelectorStep - - override def executorArrow: Arrow[ - Query, - PipelineSelectorExecutorResult - ] = pipelineSelectorExecutor.arrow(pipelineByIdentifer, pipelineSelector, context) - - override def inputAdaptor( - query: ProductPipelineRequest[TRequest], - previousResult: ProductPipelineResult[Response] - ): Query = - previousResult.transformedQuery - .getOrElse(throw InvalidStepStateException(identifier, "TransformedQuery")).asInstanceOf[ - Query] - - override def resultUpdater( - previousPipelineResult: ProductPipelineResult[Response], - executorResult: PipelineSelectorExecutorResult - ): ProductPipelineResult[Response] = - previousPipelineResult.copy(pipelineSelectorResult = Some(executorResult)) - } - - def pipelineExecutionStep( - pipelineByIdentifier: Map[ComponentIdentifier, Pipeline[Query, Response]], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver], - context: Executor.Context - ): Step[PipelineExecutorRequest[Query], PipelineExecutorResult[Response]] = - new Step[PipelineExecutorRequest[Query], PipelineExecutorResult[Response]] { - override def identifier: PipelineStepIdentifier = ProductPipelineConfig.pipelineExecutionStep - - override def executorArrow: Arrow[ - PipelineExecutorRequest[Query], - PipelineExecutorResult[Response] - ] = { - pipelineExecutor.arrow(pipelineByIdentifier, qualityFactorObserverByPipeline, context) - } - - override def inputAdaptor( - request: ProductPipelineRequest[TRequest], - previousResult: ProductPipelineResult[Response] - ): PipelineExecutorRequest[Query] = { - val query = previousResult.transformedQuery - .getOrElse { - throw InvalidStepStateException(identifier, "TransformedQuery") - }.asInstanceOf[Query] - - val pipelineIdentifier = previousResult.pipelineSelectorResult - .map(_.pipelineIdentifier).getOrElse { - throw InvalidStepStateException(identifier, "PipelineSelectorResult") - } - - PipelineExecutorRequest(query, pipelineIdentifier) - } - - override def resultUpdater( - previousPipelineResult: ProductPipelineResult[Response], - executorResult: PipelineExecutorResult[Response] - ): ProductPipelineResult[Response] = { - - val mixerPipelineResult = executorResult.pipelineResult match { - case mixerPipelineResult: MixerPipelineResult[Response] @unchecked => - Some(mixerPipelineResult) - case _ => - None - } - - val recommendationPipelineResult = executorResult.pipelineResult match { - case recommendationPipelineResult: RecommendationPipelineResult[ - _, - Response - ] @unchecked => - Some(recommendationPipelineResult) - case _ => - None - } - - previousPipelineResult.copy( - mixerPipelineResult = mixerPipelineResult, - recommendationPipelineResult = recommendationPipelineResult, - traceId = Trace.idOption.map(_.traceId.toString()), - result = executorResult.pipelineResult.result - ) - } - } - - def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - config: ProductPipelineConfig[TRequest, Query, Response] - ): ProductPipeline[TRequest, Response] = { - - val pipelineIdentifier = config.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - config.failureClassifier.orElse(StoppedGateException.classifier(ProductDisabled))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val denyLoggedOutUsersGate = if (config.denyLoggedOutUsers) { - Some(DenyLoggedOutUsersGate(pipelineIdentifier)) - } else { - None - } - val enabledGate: ParamGate = - ParamGate(pipelineIdentifier + EnabledGateSuffix, config.paramConfig.EnabledDeciderParam) - val supportedClientGate = - ParamGate( - pipelineIdentifier + SupportedClientGateSuffix, - config.paramConfig.SupportedClientParam) - - /** - * Evaluate enabled decider gate first since if it's off, there is no reason to proceed - * Next evaluate supported client feature switch gate, followed by customer configured gates - */ - val allGates = - denyLoggedOutUsersGate.toSeq ++: enabledGate +: supportedClientGate +: config.gates - - val childPipelines: Seq[Pipeline[Query, Response]] = - config.pipelines.map { - case mixerConfig: MixerPipelineConfig[Query, _, Response] => - mixerConfig.build(context.componentStack, mixerPipelineBuilderFactory) - case recommendationConfig: RecommendationPipelineConfig[Query, _, _, Response] => - recommendationConfig.build(context.componentStack, recommendationPipelineBuilderFactory) - case other => - throw new IllegalArgumentException( - s"Product Pipelines only support Mixer and Recommendation pipelines, not $other") - } - - val pipelineByIdentifier: Map[ComponentIdentifier, Pipeline[Query, Response]] = - childPipelines.map { pipeline => - (pipeline.identifier, pipeline) - }.toMap - - val qualityFactorStatus: QualityFactorStatus = - QualityFactorStatus.build(config.qualityFactorConfigs) - - val qualityFactorObserverByPipeline = qualityFactorStatus.qualityFactorByPipeline.mapValues { - qualityFactor => - qualityFactor.buildObserver() - } - - buildGaugesForQualityFactor(pipelineIdentifier, qualityFactorStatus, statsReceiver) - - /** - * Initialize MDC with access logging with everything we have at request time. We can put - * more stuff into MDC later down the pipeline, but at risk of exceptions/errors preventing - * them from being added - */ - val mdcInitArrow = - Arrow.map[ProductPipelineRequest[TRequest], ProductPipelineRequest[TRequest]] { request => - val serviceIdentifier = ServiceIdentifier.fromCertificate(Transport.peerCertificate) - MDC.put("product", config.product.identifier.name) - MDC.put("serviceIdentifier", ServiceIdentifier.asString(serviceIdentifier)) - request - } - - val builtSteps = Seq( - pipelineQueryTransformerStep(config.pipelineQueryTransformer, context), - qualityFactorStep(qualityFactorStatus), - gatesStep(allGates, context), - pipelineSelectorStep(pipelineByIdentifier, config.pipelineSelector, context), - pipelineExecutionStep(pipelineByIdentifier, qualityFactorObserverByPipeline, context) - ) - - val underlying: Arrow[ProductPipelineRequest[TRequest], ProductPipelineResult[Response]] = - buildCombinedArrowFromSteps( - steps = builtSteps, - context = context, - initialEmptyResult = ProductPipelineResult.empty, - stepsInOrderFromConfig = ProductPipelineConfig.stepsInOrder - ) - - /** - * Unlike other components and pipelines, [[ProductPipeline]] must be observed in the - * [[ProductPipelineBuilder]] directly because the resulting [[ProductPipeline.arrow]] - * is run directly without an executor so must contain all stats. - */ - val observed = - wrapProductPipelineWithExecutorBookkeeping[ - ProductPipelineRequest[TRequest], - ProductPipelineResult[Response] - ](context, pipelineIdentifier)(underlying) - - val finalArrow: Arrow[ProductPipelineRequest[TRequest], ProductPipelineResult[Response]] = - Arrow - .letWithArg[ - ProductPipelineRequest[TRequest], - ProductPipelineResult[Response], - StringCenterRequestContext](StringCenterRequestContextLetter)(request => - StringCenterRequestContext( - request.request.clientContext.languageCode, - request.request.clientContext.countryCode - ))( - mdcInitArrow - .andThen(observed) - .onSuccess(result => result.transformedQuery.map(pipelineExecutionLogger(_, result)))) - - val configFromBuilder = config - new ProductPipeline[TRequest, Response] { - override private[core] val config: ProductPipelineConfig[TRequest, _, Response] = - configFromBuilder - override val arrow: Arrow[ProductPipelineRequest[TRequest], ProductPipelineResult[Response]] = - finalArrow - override val identifier: ProductPipelineIdentifier = pipelineIdentifier - override val alerts: Seq[Alert] = config.alerts - override val debugAccessPolicies: Set[AccessPolicy] = config.debugAccessPolicies - override val children: Seq[Component] = allGates ++ childPipelines - } - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/ProductPipelineBuilderFactory.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/ProductPipelineBuilderFactory.docx new file mode 100644 index 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com.twitter.product_mixer.core.pipeline.product - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.product_mixer.core.model.marshalling.request.Request -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.mixer.MixerPipelineBuilderFactory -import com.twitter.product_mixer.core.pipeline.recommendation.RecommendationPipelineBuilderFactory -import com.twitter.product_mixer.core.service.gate_executor.GateExecutor -import com.twitter.product_mixer.core.service.pipeline_execution_logger.PipelineExecutionLogger -import com.twitter.product_mixer.core.service.pipeline_executor.PipelineExecutor -import com.twitter.product_mixer.core.service.pipeline_selector_executor.PipelineSelectorExecutor -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ProductPipelineBuilderFactory @Inject() ( - gateExecutor: GateExecutor, - pipelineSelectorExecutor: PipelineSelectorExecutor, - pipelineExecutor: PipelineExecutor, - mixerPipelineBuilderFactory: MixerPipelineBuilderFactory, - recommendationPipelineBuilderFactory: RecommendationPipelineBuilderFactory, - statsReceiver: StatsReceiver, - pipelineExecutionLogger: PipelineExecutionLogger) { - def get[ - TRequest <: Request, - Query <: PipelineQuery, - Response - ]: ProductPipelineBuilder[TRequest, Query, Response] = { - new ProductPipelineBuilder[TRequest, Query, Response]( - gateExecutor, - pipelineSelectorExecutor, - pipelineExecutor, - mixerPipelineBuilderFactory, - recommendationPipelineBuilderFactory, - statsReceiver, - pipelineExecutionLogger - ) - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/ProductPipelineConfig.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product/ProductPipelineConfig.docx new file mode 100644 index 0000000000000000000000000000000000000000..d13d45b1e0eb2ec6a5336368c0f31f481bbbb16c GIT binary patch literal 38260 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QualityFactorExecutorResult( - pipelineQualityFactors = - qualityFactorStatus.qualityFactorByPipeline.mapValues(_.currentValue) - ) - } - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Query = query - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: QualityFactorExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(qualityFactorResult = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: QualityFactorExecutorResult - ): Query = { - query match { - case queryWithQualityFactor: HasQualityFactorStatus => - queryWithQualityFactor - .withQualityFactorStatus( - queryWithQualityFactor.qualityFactorStatus.getOrElse(QualityFactorStatus.empty) ++ - qualityFactorStatus - ).asInstanceOf[Query] - case _ => - query - } - } - } - - def gatesStep( - gates: Seq[Gate[Query]], - context: Executor.Context - ): Step[Query, GateExecutorResult] = new Step[Query, GateExecutorResult] { - override def identifier: PipelineStepIdentifier = RecommendationPipelineConfig.gatesStep - - override def executorArrow: Arrow[Query, GateExecutorResult] = - gateExecutor.arrow(gates, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Query = - query - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: GateExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(gateResult = Some(executorResult)) - } - - def fetchQueryFeaturesStep( - queryFeatureHydrators: Seq[BaseQueryFeatureHydrator[Query, _]], - stepIdentifier: PipelineStepIdentifier, - updater: ResultUpdater[ - RecommendationPipelineResult[Candidate, Result], - QueryFeatureHydratorExecutor.Result - ], - context: Executor.Context - ): Step[Query, QueryFeatureHydratorExecutor.Result] = - new Step[Query, QueryFeatureHydratorExecutor.Result] { - override def identifier: PipelineStepIdentifier = stepIdentifier - - override def executorArrow: Arrow[Query, QueryFeatureHydratorExecutor.Result] = - queryFeatureHydratorExecutor.arrow( - queryFeatureHydrators, - RecommendationPipelineConfig.stepsAsyncFeatureHydrationCanBeCompletedBy, - context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Query = query - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: QueryFeatureHydratorExecutor.Result - ): RecommendationPipelineResult[Candidate, Result] = - updater(previousPipelineResult, executorResult) - - override def queryUpdater( - query: Query, - executorResult: QueryFeatureHydratorExecutor.Result - ): Query = - query - .withFeatureMap( - query.features - .getOrElse(FeatureMap.empty) ++ executorResult.featureMap).asInstanceOf[Query] - } - - def asyncFeaturesStep( - stepToHydrateFor: PipelineStepIdentifier, - context: Executor.Context - ): Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - new Step[AsyncFeatureMap, AsyncFeatureMapExecutorResults] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.asyncFeaturesStep(stepToHydrateFor) - - override def executorArrow: Arrow[AsyncFeatureMap, AsyncFeatureMapExecutorResults] = - asyncFeatureMapExecutor.arrow( - stepToHydrateFor, - identifier, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): AsyncFeatureMap = - previousResult.mergedAsyncQueryFeatures - .getOrElse( - throw InvalidStepStateException(identifier, "MergedAsyncQueryFeatures") - ) - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: AsyncFeatureMapExecutorResults - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy( - asyncFeatureHydrationResults = previousPipelineResult.asyncFeatureHydrationResults match { - case Some(existingResults) => Some(existingResults ++ executorResult) - case None => Some(executorResult) - }) - - override def queryUpdater( - query: Query, - executorResult: AsyncFeatureMapExecutorResults - ): Query = - if (executorResult.featureMapsByStep - .getOrElse(stepToHydrateFor, FeatureMap.empty).isEmpty) { - query - } else { - query - .withFeatureMap( - query.features - .getOrElse(FeatureMap.empty) ++ executorResult.featureMapsByStep( - stepToHydrateFor)).asInstanceOf[Query] - } - } - - def candidatePipelinesStep( - candidatePipelines: Seq[CandidatePipeline[Query]], - defaultFailOpenPolicy: FailOpenPolicy, - failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver], - context: Executor.Context - ): Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] = - new Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.candidatePipelinesStep - - override def executorArrow: Arrow[CandidatePipeline.Inputs[ - Query - ], CandidatePipelineExecutorResult] = - candidatePipelineExecutor - .arrow( - candidatePipelines, - defaultFailOpenPolicy, - failOpenPolicies, - qualityFactorObserverByPipeline, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): CandidatePipeline.Inputs[ - Query - ] = CandidatePipeline.Inputs(query, Seq.empty) - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: CandidatePipelineExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(candidatePipelineResults = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: CandidatePipelineExecutorResult - ): Query = { - val updatedFeatureMap = query.features - .getOrElse(FeatureMap.empty) ++ executorResult.queryFeatureMap - query - .withFeatureMap(updatedFeatureMap).asInstanceOf[Query] - } - } - - def dependentCandidatePipelinesStep( - candidatePipelines: Seq[CandidatePipeline[Query]], - defaultFailOpenPolicy: FailOpenPolicy, - failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver], - context: Executor.Context - ): Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] = - new Step[CandidatePipeline.Inputs[Query], CandidatePipelineExecutorResult] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.dependentCandidatePipelinesStep - - override def executorArrow: Arrow[CandidatePipeline.Inputs[ - Query - ], CandidatePipelineExecutorResult] = - candidatePipelineExecutor - .arrow( - candidatePipelines, - defaultFailOpenPolicy, - failOpenPolicies, - qualityFactorObserverByPipeline, - context - ) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): CandidatePipeline.Inputs[ - Query - ] = { - val previousCandidates = previousResult.candidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "Candidates") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - - CandidatePipeline.Inputs(query, previousCandidates) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: CandidatePipelineExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(dependentCandidatePipelineResults = Some(executorResult)) - - override def queryUpdater( - query: Query, - executorResult: CandidatePipelineExecutorResult - ): Query = { - val updatedFeatureMap = query.features - .getOrElse(FeatureMap.empty) ++ executorResult.queryFeatureMap - query - .withFeatureMap(updatedFeatureMap).asInstanceOf[Query] - } - } - - abstract class FilterStep( - filters: Seq[Filter[Query, Candidate]], - context: Executor.Context, - override val identifier: PipelineStepIdentifier) - extends Step[ - (Query, Seq[CandidateWithFeatures[Candidate]]), - FilterExecutorResult[Candidate] - ] { - - def itemCandidates( - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Seq[CandidateWithDetails] - - override def executorArrow: Arrow[ - (Query, Seq[CandidateWithFeatures[Candidate]]), - FilterExecutorResult[Candidate] - ] = - filterExecutor.arrow(filters, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): (Query, Seq[CandidateWithFeatures[Candidate]]) = { - - val extractedItemCandidates = itemCandidates(previousResult).collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - - (query, extractedItemCandidates.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]]) - } - } - - def postCandidatePipelinesSelectorStep( - selectors: Seq[Selector[Query]], - context: Executor.Context - ): Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] = - new Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.postCandidatePipelinesSelectorsStep - - override def executorArrow: Arrow[SelectorExecutor.Inputs[ - Query - ], SelectorExecutorResult] = - selectorExecutor.arrow(selectors, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): SelectorExecutor.Inputs[Query] = { - val candidatePipelineResults = previousResult.candidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "CandidatePipelineResults") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - val dependentCandidatePipelineResults = previousResult.dependentCandidatePipelineResults - .getOrElse { - throw InvalidStepStateException(identifier, "DependentCandidatePipelineResults") - }.candidatePipelineResults.flatMap(_.result.getOrElse(Seq.empty)) - - SelectorExecutor.Inputs( - query = query, - candidatesWithDetails = candidatePipelineResults ++ dependentCandidatePipelineResults - ) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: SelectorExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(postCandidatePipelinesSelectorResults = Some(executorResult)) - } - - def postCandidatePipelinesFeatureHydrationStep( - hydrators: Seq[BaseCandidateFeatureHydrator[Query, Candidate, _]], - context: Executor.Context - ): Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] = new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.postCandidatePipelinesFeatureHydrationStep - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] = - candidateFeatureHydratorExecutor.arrow(hydrators, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Candidate] = { - val selectedCandidatesResult = - previousResult.postCandidatePipelinesSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "PostCandidatePipelinesSelectorResults") - }.selectedCandidates - - CandidateFeatureHydratorExecutor.Inputs( - query, - selectedCandidatesResult.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]]) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: CandidateFeatureHydratorExecutorResult[Candidate] - ): RecommendationPipelineResult[Candidate, Result] = previousPipelineResult.copy( - postCandidatePipelinesFeatureHydrationResults = Some(executorResult) - ) - } - - def globalFiltersStep( - filters: Seq[Filter[Query, Candidate]], - context: Executor.Context - ): Step[(Query, Seq[CandidateWithFeatures[Candidate]]), FilterExecutorResult[Candidate]] = - new FilterStep(filters, context, RecommendationPipelineConfig.globalFiltersStep) { - override def itemCandidates( - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Seq[CandidateWithDetails] = { - val candidates = previousResult.postCandidatePipelinesSelectorResults - .getOrElse { - throw InvalidStepStateException(identifier, "PostCandidatePipelineSelectorResults") - }.selectedCandidates.collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - - val featureMaps = previousResult.postCandidatePipelinesFeatureHydrationResults - .getOrElse { - throw InvalidStepStateException( - identifier, - "PostCandidatePipelineFeatureHydrationResults") - }.results.map(_.features) - // If no hydrators were run, this list would be empty. Otherwise, order and cardinality is - // always ensured to match. - if (featureMaps.isEmpty) { - candidates - } else { - candidates.zip(featureMaps).map { - case (candidate, featureMap) => - candidate.copy(features = candidate.features ++ featureMap) - } - } - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: FilterExecutorResult[Candidate] - ): RecommendationPipelineResult[Candidate, Result] = previousPipelineResult.copy( - globalFilterResults = Some(executorResult) - ) - } - - def scoringPipelinesStep( - scoringPipelines: Seq[ScoringPipeline[Query, Candidate]], - context: Executor.Context, - defaultFailOpenPolicy: FailOpenPolicy, - failOpenPolicies: Map[ScoringPipelineIdentifier, FailOpenPolicy], - qualityFactorObserverByPipeline: Map[ComponentIdentifier, QualityFactorObserver] - ): Step[ScoringPipelineExecutor.Inputs[Query], ScoringPipelineExecutorResult[ - Candidate - ]] = - new Step[ScoringPipelineExecutor.Inputs[Query], ScoringPipelineExecutorResult[ - Candidate - ]] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.scoringPipelinesStep - - override def executorArrow: Arrow[ - ScoringPipelineExecutor.Inputs[Query], - ScoringPipelineExecutorResult[Candidate] - ] = scoringPipelineExecutor.arrow( - scoringPipelines, - context, - defaultFailOpenPolicy, - failOpenPolicies, - qualityFactorObserverByPipeline - ) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): ScoringPipelineExecutor.Inputs[Query] = { - val selectedCandidates = - previousResult.postCandidatePipelinesSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "PostCandidatePipelinesSelectorResults") - }.selectedCandidates - - val itemCandidates = selectedCandidates.collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - - val featureMaps = previousResult.postCandidatePipelinesFeatureHydrationResults - .getOrElse { - throw InvalidStepStateException( - identifier, - "PostCandidatePipelineFeatureHydrationResults") - }.results.map(_.features) - // If no hydrators were run, this list would be empty. Otherwise, order and cardinality is - // always ensured to match. - val updatedCandidates = if (featureMaps.isEmpty) { - itemCandidates - } else { - itemCandidates.zip(featureMaps).map { - case (candidate, featureMap) => - candidate.copy(features = candidate.features ++ featureMap) - } - } - - // Filter the original list of candidates to keep only the ones that were kept from - // filtering - val filterResults: Set[Candidate] = previousResult.globalFilterResults - .getOrElse { - throw InvalidStepStateException(identifier, "FilterResults") - }.result.toSet - - val filteredItemCandidates = updatedCandidates.filter { itemCandidate => - filterResults.contains(itemCandidate.candidate.asInstanceOf[Candidate]) - } - - ScoringPipelineExecutor.Inputs( - query, - filteredItemCandidates - ) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: ScoringPipelineExecutorResult[Candidate] - ): RecommendationPipelineResult[Candidate, Result] = previousPipelineResult - .copy(scoringPipelineResults = Some(executorResult)) - } - - def resultSelectorsStep( - selectors: Seq[Selector[Query]], - context: Executor.Context - ): Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] = - new Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.resultSelectorsStep - - override def executorArrow: Arrow[SelectorExecutor.Inputs[ - Query - ], SelectorExecutorResult] = - selectorExecutor.arrow(selectors, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): SelectorExecutor.Inputs[Query] = { - - /** - * See [[ScoringPipelineExecutor]], scoringPipelineResults contains the fully re-merged - * and updated FeatureMap so there's no need to do any recomposition. Scoring Pipeline Results - * has only candidates that were kept in previous filtering, with their final merged feature - * map. - */ - val scorerResults = previousResult.scoringPipelineResults.getOrElse { - throw InvalidStepStateException(identifier, "Scores") - } - - SelectorExecutor.Inputs( - query = query, - candidatesWithDetails = scorerResults.result - ) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: SelectorExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(resultSelectorResults = Some(executorResult)) - } - - def postSelectionFiltersStep( - filters: Seq[Filter[Query, Candidate]], - context: Executor.Context - ): Step[(Query, Seq[CandidateWithFeatures[Candidate]]), FilterExecutorResult[Candidate]] = - new FilterStep(filters, context, RecommendationPipelineConfig.postSelectionFiltersStep) { - - override def itemCandidates( - previousResult: RecommendationPipelineResult[Candidate, Result] - ): Seq[CandidateWithDetails] = { - previousResult.resultSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "Candidates") - }.selectedCandidates - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: FilterExecutorResult[Candidate] - ): RecommendationPipelineResult[Candidate, Result] = { - previousPipelineResult.copy(postSelectionFilterResults = Some(executorResult)) - } - } - - def decoratorStep( - decorator: Option[CandidateDecorator[Query, Candidate]], - context: Executor.Context - ): Step[(Query, Seq[CandidateWithFeatures[Candidate]]), CandidateDecoratorExecutorResult] = - new Step[(Query, Seq[CandidateWithFeatures[Candidate]]), CandidateDecoratorExecutorResult] { - override def identifier: PipelineStepIdentifier = RecommendationPipelineConfig.decoratorStep - - override lazy val executorArrow: Arrow[ - (Query, Seq[CandidateWithFeatures[Candidate]]), - CandidateDecoratorExecutorResult - ] = - candidateDecoratorExecutor.arrow(decorator, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): (Query, Seq[CandidateWithFeatures[Candidate]]) = { - - val selectorResults = previousResult.resultSelectorResults - .getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - }.selectedCandidates - .collect { case candidate: ItemCandidateWithDetails => candidate } - - val filterResults = previousResult.postSelectionFilterResults - .getOrElse { - throw InvalidStepStateException(identifier, "PostSelectionFilterResults") - }.result.toSet - - val itemCandidateWithDetailsPostFiltering = - selectorResults - .filter(candidateWithDetails => - filterResults.contains( - candidateWithDetails.candidate - .asInstanceOf[Candidate])) - .asInstanceOf[Seq[CandidateWithFeatures[Candidate]]] - - (query, itemCandidateWithDetailsPostFiltering) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: CandidateDecoratorExecutorResult - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy( - candidateDecoratorResult = Some(executorResult) - ) - } - - def domainMarshallingStep( - domainMarshaller: DomainMarshaller[Query, DomainResultType], - context: Executor.Context - ): Step[DomainMarshallerExecutor.Inputs[Query], DomainMarshallerExecutor.Result[ - DomainResultType - ]] = - new Step[DomainMarshallerExecutor.Inputs[Query], DomainMarshallerExecutor.Result[ - DomainResultType - ]] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.domainMarshallerStep - - override def executorArrow: Arrow[ - DomainMarshallerExecutor.Inputs[Query], - DomainMarshallerExecutor.Result[DomainResultType] - ] = - domainMarshallerExecutor.arrow(domainMarshaller, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): DomainMarshallerExecutor.Inputs[Query] = { - val selectorResults = previousResult.resultSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - } - - val filterResults = previousResult.postSelectionFilterResults - .getOrElse { - throw InvalidStepStateException(identifier, "PostSelectionFilterResults") - }.result.toSet - - val filteredResults = selectorResults.selectedCandidates.collect { - case candidate: ItemCandidateWithDetails - if filterResults.contains(candidate.candidate.asInstanceOf[Candidate]) => - candidate - } - - val decoratorResults = previousResult.candidateDecoratorResult - .getOrElse(throw InvalidStepStateException(identifier, "DecoratorStep")).result.map { - decoration => - decoration.candidate -> decoration.presentation - }.toMap - - val finalResults = filteredResults.map { itemWithDetails => - decoratorResults.get(itemWithDetails.candidate) match { - case Some(presentation: ItemPresentation) => - if (itemWithDetails.presentation.isDefined) { - throw PipelineFailure( - category = MisconfiguredDecorator, - reason = "Item Candidate already decorated", - componentStack = Some(context.componentStack)) - } else { - itemWithDetails.copy(presentation = Some(presentation)) - } - case Some(_) => - throw PipelineFailure( - category = MisconfiguredDecorator, - reason = "Item Candidate got back a non ItemPresentation from decorator", - componentStack = Some(context.componentStack)) - case None => itemWithDetails - } - } - DomainMarshallerExecutor.Inputs( - query = query, - candidatesWithDetails = finalResults - ) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: DomainMarshallerExecutor.Result[DomainResultType] - ): RecommendationPipelineResult[Candidate, Result] = previousPipelineResult.copy( - domainMarshallerResults = Some(executorResult) - ) - } - - def resultSideEffectsStep( - sideEffects: Seq[PipelineResultSideEffect[Query, DomainResultType]], - context: Executor.Context - ): Step[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] = new Step[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.resultSideEffectsStep - - override def executorArrow: Arrow[ - PipelineResultSideEffect.Inputs[Query, DomainResultType], - PipelineResultSideEffectExecutor.Result - ] = pipelineResultSideEffectExecutor.arrow(sideEffects, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): PipelineResultSideEffect.Inputs[Query, DomainResultType] = { - - // Re-apply decorations to the selected results - val resultSelectorResults = { - val decoratorResults = previousResult.candidateDecoratorResult - .getOrElse(throw InvalidStepStateException(identifier, "DecoratorStep")).result.map { - decoration => - decoration.candidate -> decoration.presentation - }.toMap - - val previousSelectorResults = previousResult.resultSelectorResults.getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - } - - val filterResults = previousResult.postSelectionFilterResults - .getOrElse { - throw InvalidStepStateException(identifier, "PostSelectionFilterResults") - }.result.toSet - - val filteredSelectorResults = previousSelectorResults.selectedCandidates.collect { - case candidate: ItemCandidateWithDetails - if filterResults.contains(candidate.candidate.asInstanceOf[Candidate]) => - candidate - } - - val decoratedSelectedResults = filteredSelectorResults.map { - case itemWithDetails: ItemCandidateWithDetails => - decoratorResults.get(itemWithDetails.candidate) match { - case Some(presentation: ItemPresentation) => - if (itemWithDetails.presentation.isDefined) { - throw PipelineFailure( - category = MisconfiguredDecorator, - reason = "Item Candidate already decorated", - componentStack = Some(context.componentStack)) - } else { - itemWithDetails.copy(presentation = Some(presentation)) - } - case Some(_) => - throw PipelineFailure( - category = MisconfiguredDecorator, - reason = "Item Candidate got back a non ItemPresentation from decorator", - componentStack = Some(context.componentStack)) - case None => itemWithDetails - } - case item => - // This branch should be impossible to hit since we do a .collect on ItemCandidateWithDetails - // as part of executing the candidate pipelines. - throw PipelineFailure( - category = IllegalStateFailure, - reason = - s"Only ItemCandidateWithDetails expected in pipeline, found: ${item.toString}", - componentStack = Some(context.componentStack) - ) - } - - previousSelectorResults.copy(selectedCandidates = decoratedSelectedResults) - } - - val domainMarshallerResults = previousResult.domainMarshallerResults.getOrElse { - throw InvalidStepStateException(identifier, "DomainMarshallerResults") - } - - PipelineResultSideEffect.Inputs[Query, DomainResultType]( - query = query, - selectedCandidates = resultSelectorResults.selectedCandidates, - remainingCandidates = resultSelectorResults.remainingCandidates, - droppedCandidates = resultSelectorResults.droppedCandidates, - response = domainMarshallerResults.result.asInstanceOf[DomainResultType] - ) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: PipelineResultSideEffectExecutor.Result - ): RecommendationPipelineResult[Candidate, Result] = - previousPipelineResult.copy(resultSideEffectResults = Some(executorResult)) - } - - def transportMarshallingStep( - transportMarshaller: TransportMarshaller[DomainResultType, Result], - context: Executor.Context - ): Step[ - TransportMarshallerExecutor.Inputs[DomainResultType], - TransportMarshallerExecutor.Result[Result] - ] = new Step[TransportMarshallerExecutor.Inputs[ - DomainResultType - ], TransportMarshallerExecutor.Result[Result]] { - override def identifier: PipelineStepIdentifier = - RecommendationPipelineConfig.transportMarshallerStep - - override def executorArrow: Arrow[TransportMarshallerExecutor.Inputs[ - DomainResultType - ], TransportMarshallerExecutor.Result[Result]] = - transportMarshallerExecutor.arrow(transportMarshaller, context) - - override def inputAdaptor( - query: Query, - previousResult: RecommendationPipelineResult[Candidate, Result] - ): TransportMarshallerExecutor.Inputs[DomainResultType] = { - val domainMarshallingResults = previousResult.domainMarshallerResults.getOrElse { - throw InvalidStepStateException(identifier, "DomainMarshallerResults") - } - - // Since the PipelineResult just uses HasMarshalling - val domainResult = domainMarshallingResults.result.asInstanceOf[DomainResultType] - - TransportMarshallerExecutor.Inputs(domainResult) - } - - override def resultUpdater( - previousPipelineResult: RecommendationPipelineResult[Candidate, Result], - executorResult: TransportMarshallerExecutor.Result[Result] - ): RecommendationPipelineResult[Candidate, Result] = previousPipelineResult.copy( - transportMarshallerResults = Some(executorResult), - result = Some(executorResult.result) - ) - } - - def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - config: RecommendationPipelineConfig[ - Query, - Candidate, - DomainResultType, - Result - ] - ): RecommendationPipeline[Query, Candidate, Result] = { - val pipelineIdentifier = config.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - config.failureClassifier.orElse(StoppedGateException.classifier(ProductDisabled))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val decorator = config.decorator.map(decorator => - CandidateDecorator.copyWithUpdatedIdentifier(decorator, pipelineIdentifier)) - - val qualityFactorStatus: QualityFactorStatus = - QualityFactorStatus.build(config.qualityFactorConfigs) - - val qualityFactorObserverByPipeline = - qualityFactorStatus.qualityFactorByPipeline.mapValues { qualityFactor => - qualityFactor.buildObserver() - } - - buildGaugesForQualityFactor(pipelineIdentifier, qualityFactorStatus, statsReceiver) - - val candidatePipelines: Seq[CandidatePipeline[Query]] = config.candidatePipelines.map { - pipelineConfig: CandidatePipelineConfig[Query, _, _, _] => - pipelineConfig.build(context.componentStack, candidatePipelineBuilderFactory) - } - - val dependentCandidatePipelines: Seq[CandidatePipeline[Query]] = - config.dependentCandidatePipelines.map { - pipelineConfig: DependentCandidatePipelineConfig[Query, _, _, _] => - pipelineConfig.build(context.componentStack, candidatePipelineBuilderFactory) - } - - val scoringPipelines: Seq[ScoringPipeline[Query, Candidate]] = config.scoringPipelines.map { - pipelineConfig: ScoringPipelineConfig[Query, Candidate] => - pipelineConfig.build(context.componentStack, scoringPipelineBuilderFactory) - } - - val builtSteps = Seq( - qualityFactorStep(qualityFactorStatus), - gatesStep(config.gates, context), - fetchQueryFeaturesStep( - config.fetchQueryFeatures, - RecommendationPipelineConfig.fetchQueryFeaturesStep, - (previousPipelineResult, executorResult) => - previousPipelineResult.copy(queryFeatures = Some(executorResult)), - context - ), - fetchQueryFeaturesStep( - config.fetchQueryFeaturesPhase2, - RecommendationPipelineConfig.fetchQueryFeaturesPhase2Step, - (previousPipelineResult, executorResult) => - previousPipelineResult.copy( - queryFeaturesPhase2 = Some(executorResult), - mergedAsyncQueryFeatures = Some( - previousPipelineResult.queryFeatures - .getOrElse(throw InvalidStepStateException( - RecommendationPipelineConfig.fetchQueryFeaturesPhase2Step, - "QueryFeatures")) - .asyncFeatureMap ++ executorResult.asyncFeatureMap) - ), - context - ), - asyncFeaturesStep(RecommendationPipelineConfig.candidatePipelinesStep, context), - candidatePipelinesStep( - candidatePipelines, - config.defaultFailOpenPolicy, - config.candidatePipelineFailOpenPolicies, - qualityFactorObserverByPipeline, - context), - asyncFeaturesStep(RecommendationPipelineConfig.dependentCandidatePipelinesStep, context), - dependentCandidatePipelinesStep( - dependentCandidatePipelines, - config.defaultFailOpenPolicy, - config.candidatePipelineFailOpenPolicies, - qualityFactorObserverByPipeline, - context), - asyncFeaturesStep(RecommendationPipelineConfig.postCandidatePipelinesSelectorsStep, context), - postCandidatePipelinesSelectorStep(config.postCandidatePipelinesSelectors, context), - asyncFeaturesStep( - RecommendationPipelineConfig.postCandidatePipelinesFeatureHydrationStep, - context), - postCandidatePipelinesFeatureHydrationStep( - config.postCandidatePipelinesFeatureHydration, - context), - asyncFeaturesStep(RecommendationPipelineConfig.globalFiltersStep, context), - globalFiltersStep(config.globalFilters, context), - asyncFeaturesStep(RecommendationPipelineConfig.scoringPipelinesStep, context), - scoringPipelinesStep( - scoringPipelines, - context, - config.defaultFailOpenPolicy, - config.scoringPipelineFailOpenPolicies, - qualityFactorObserverByPipeline - ), - asyncFeaturesStep(RecommendationPipelineConfig.resultSelectorsStep, context), - resultSelectorsStep(config.resultSelectors, context), - asyncFeaturesStep(RecommendationPipelineConfig.postSelectionFiltersStep, context), - postSelectionFiltersStep(config.postSelectionFilters, context), - asyncFeaturesStep(RecommendationPipelineConfig.decoratorStep, context), - decoratorStep(decorator, context), - domainMarshallingStep(config.domainMarshaller, context), - asyncFeaturesStep(RecommendationPipelineConfig.resultSideEffectsStep, context), - resultSideEffectsStep(config.resultSideEffects, context), - transportMarshallingStep(config.transportMarshaller, context) - ) - - val finalArrow = buildCombinedArrowFromSteps( - steps = builtSteps, - context = context, - initialEmptyResult = RecommendationPipelineResult.empty, - stepsInOrderFromConfig = RecommendationPipelineConfig.stepsInOrder - ) - - val configFromBuilder = config - new RecommendationPipeline[Query, Candidate, Result] { - override private[core] val config: RecommendationPipelineConfig[ - Query, - Candidate, - _, - Result - ] = - configFromBuilder - override val arrow: Arrow[Query, RecommendationPipelineResult[Candidate, Result]] = - finalArrow - override val identifier: RecommendationPipelineIdentifier = pipelineIdentifier - override val alerts: Seq[Alert] = config.alerts - override val children: Seq[Component] = - config.gates ++ - config.fetchQueryFeatures ++ - candidatePipelines ++ - dependentCandidatePipelines ++ - config.postCandidatePipelinesFeatureHydration ++ - config.globalFilters ++ - scoringPipelines ++ - config.postSelectionFilters ++ - config.resultSideEffects ++ - decorator.toSeq ++ - Seq(config.domainMarshaller, config.transportMarshaller) - } - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation/RecommendationPipelineBuilderFactory.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation/RecommendationPipelineBuilderFactory.docx new file mode 100644 index 0000000000000000000000000000000000000000..004f1fadba6949bb96d7981e4d6e24f9fe4019a4 GIT binary patch literal 37405 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`1cXtTxZo%CxxLc4waQA;_X3jY?=id9i zUp5a_wSKbJ?yB0mtCi&-p|HTfz~I2Xr15B1susp2frEjK!hnHcf?D+?0QR5F?LQl- zdpMXo8!)@u*)}FAD6NX3eK~uIubsj{UG->~ zW|!g9-l($c%eb!_`GbU?RQAgfGqq-xO$Nd@f8NwE<8uw^FUAe={m!+n6AblEmKu(A zt38D%?t_Q`wC_Lcx|!X^v^b7n>PjQ8)pR#7tb>1?0BnM&Yi182v$fvr1#*v9H5op& z>*_?S`&b~)+0gvXgr$b5itU>;Bny@eB@Yz} zgu7G6PmAnwt-qEI`aW}i#^(#bQcY6Mr&}% 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com.twitter.product_mixer.core.functional_component.feature_hydrator.BaseCandidateFeatureHydrator -import com.twitter.product_mixer.core.functional_component.feature_hydrator.BaseQueryFeatureHydrator -import com.twitter.product_mixer.core.functional_component.filter.Filter -import com.twitter.product_mixer.core.functional_component.gate.Gate -import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.functional_component.marshaller.TransportMarshaller -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.RecommendationPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ScoringPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.marshalling.HasMarshalling -import com.twitter.product_mixer.core.pipeline.FailOpenPolicy -import com.twitter.product_mixer.core.pipeline.PipelineConfig -import com.twitter.product_mixer.core.pipeline.PipelineConfigCompanion -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.candidate.DependentCandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ClosedGate -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.pipeline.scoring.ScoringPipelineConfig -import com.twitter.product_mixer.core.quality_factor.QualityFactorConfig - -/** - * This is the configuration necessary to generate a Recommendation Pipeline. Product code should create a - * RecommendationPipelineConfig, and then use a RecommendationPipelineBuilder to get the final RecommendationPipeline which can - * process requests. - * - * @tparam Query - The domain model for the query or request - * @tparam Candidate - The type of the candidates that the Candidate Pipelines are generating - * @tparam UnmarshalledResultType - The result type of the pipeline, but before marshalling to a wire protocol like URT - * @tparam Result - The final result that will be served to users - */ -trait RecommendationPipelineConfig[ - Query <: PipelineQuery, - Candidate <: UniversalNoun[Any], - UnmarshalledResultType <: HasMarshalling, - Result] - extends PipelineConfig { - - override val identifier: RecommendationPipelineIdentifier - - /** - * Recommendation Pipeline Gates will be executed before any other step (including retrieval from candidate - * pipelines). They're executed sequentially, and any "Stop" result will prevent pipeline execution. - */ - def gates: Seq[Gate[Query]] = Seq.empty - - /** - * A recommendation pipeline can fetch query-level features before candidate pipelines are executed. - */ - def fetchQueryFeatures: Seq[BaseQueryFeatureHydrator[Query, _]] = Seq.empty - - /** - * Candidate pipelines retrieve candidates for possible inclusion in the result - */ - def fetchQueryFeaturesPhase2: Seq[BaseQueryFeatureHydrator[Query, _]] = Seq.empty - - /** - * What candidate pipelines should this Recommendations Pipeline get candidate from? - */ - def candidatePipelines: Seq[CandidatePipelineConfig[Query, _, _, _]] - - /** - * Dependent candidate pipelines to retrieve candidates that depend on the result of [[candidatePipelines]] - * [[DependentCandidatePipelineConfig]] have access to the list of previously retrieved & decorated - * candidates for use in constructing the query object. - */ - def dependentCandidatePipelines: Seq[DependentCandidatePipelineConfig[Query, _, _, _]] = Seq.empty - - /** - * Takes final ranked list of candidates & apply any business logic (e.g, deduplicating and merging - * candidates before scoring). - */ - def postCandidatePipelinesSelectors: Seq[Selector[Query]] = Seq(InsertAppendResults(AllPipelines)) - - /** - * After selectors are run, you can fetch features for each candidate. - * The existing features from previous hydrations are passed in as inputs. You are not expected to - * put them into the resulting feature map yourself - they will be merged for you by the platform. - */ - def postCandidatePipelinesFeatureHydration: Seq[ - BaseCandidateFeatureHydrator[Query, Candidate, _] - ] = - Seq.empty - - /** - * Global filters to run on all candidates. - */ - def globalFilters: Seq[Filter[Query, Candidate]] = Seq.empty - - /** - * By default, a Recommendation Pipeline will fail closed - if any candidate or scoring - * pipeline fails to return a result, then the Recommendation Pipeline will not return a result. - * You can adjust this default policy, or provide specific policies to specific pipelines. - * Those specific policies will take priority. - * - * FailOpenPolicy.All will always fail open (the RecommendationPipeline will continue without that pipeline) - * FailOpenPolicy.Never will always fail closed (the RecommendationPipeline will fail if that pipeline fails) - * - * There's a default policy, and a specific Map of policies that takes precedence. - */ - def defaultFailOpenPolicy: FailOpenPolicy = FailOpenPolicy(Set(ClosedGate)) - def candidatePipelineFailOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy] = - Map.empty - def scoringPipelineFailOpenPolicies: Map[ScoringPipelineIdentifier, FailOpenPolicy] = Map.empty - - /** - ** [[qualityFactorConfigs]] associates [[QualityFactorConfig]]s to specific candidate pipelines - * using [[ComponentIdentifier]]. - */ - def qualityFactorConfigs: Map[ComponentIdentifier, QualityFactorConfig] = - Map.empty - - /** - * Scoring pipelines for scoring candidates. - * @note These do not drop or re-order candidates, you should do those in the sub-sequent selectors - * step based off of the scores on candidates set in those [[ScoringPipeline]]s. - */ - def scoringPipelines: Seq[ScoringPipelineConfig[Query, Candidate]] - - /** - * Takes final ranked list of candidates & apply any business logic (e.g, capping number - * of ad accounts or pacing ad accounts). - */ - def resultSelectors: Seq[Selector[Query]] - - /** - * Takes the final selected list of candidates and applies a final list of filters. - * Useful for doing very expensive filtering at the end of your pipeline. - */ - def postSelectionFilters: Seq[Filter[Query, Candidate]] = Seq.empty - - /** - * Decorators allow for adding Presentations to candidates. While the Presentation can contain any - * arbitrary data, Decorators are often used to add a UrtItemPresentation for URT item support. Most - * customers will prefer to set a decorator in their respective candidate pipeline, however, a final - * global one is available for those that do global decoration as late possible to avoid unnecessary hydrations. - * @note This decorator can only return an ItemPresentation. - * @note This decorator cannot decorate an already decorated candidate from the prior decorator - * step in candidate pipelines. - */ - def decorator: Option[CandidateDecorator[Query, Candidate]] = None - - /** - * Domain marshaller transforms the selections into the model expected by the marshaller - */ - def domainMarshaller: DomainMarshaller[Query, UnmarshalledResultType] - - /** - * Mixer result side effects that are executed after selection and domain marshalling - */ - def resultSideEffects: Seq[PipelineResultSideEffect[Query, UnmarshalledResultType]] = Seq() - - /** - * Transport marshaller transforms the model into our line-level API like URT or JSON - */ - def transportMarshaller: TransportMarshaller[UnmarshalledResultType, Result] - - /** - * A pipeline can define a partial function to rescue failures here. They will be treated as failures - * from a monitoring standpoint, and cancellation exceptions will always be propagated (they cannot be caught here). - */ - def failureClassifier: PartialFunction[Throwable, PipelineFailure] = PartialFunction.empty - - /** - * Alerts can be used to indicate the pipeline's service level objectives. Alerts and - * dashboards will be automatically created based on this information. - */ - val alerts: Seq[Alert] = Seq.empty - - /** - * This method is used by the product mixer framework to build the pipeline. - */ - private[core] final def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - builder: RecommendationPipelineBuilderFactory - ): RecommendationPipeline[Query, Candidate, Result] = - builder.get.build(parentComponentIdentifierStack, this) -} - -object RecommendationPipelineConfig extends PipelineConfigCompanion { - val qualityFactorStep: PipelineStepIdentifier = PipelineStepIdentifier("QualityFactor") - val gatesStep: PipelineStepIdentifier = PipelineStepIdentifier("Gates") - val fetchQueryFeaturesStep: PipelineStepIdentifier = PipelineStepIdentifier("FetchQueryFeatures") - val fetchQueryFeaturesPhase2Step: PipelineStepIdentifier = PipelineStepIdentifier( - "FetchQueryFeaturesPhase2") - val candidatePipelinesStep: PipelineStepIdentifier = PipelineStepIdentifier("CandidatePipelines") - val dependentCandidatePipelinesStep: PipelineStepIdentifier = - PipelineStepIdentifier("DependentCandidatePipelines") - val postCandidatePipelinesSelectorsStep: PipelineStepIdentifier = - PipelineStepIdentifier("PostCandidatePipelinesSelectors") - val postCandidatePipelinesFeatureHydrationStep: PipelineStepIdentifier = - PipelineStepIdentifier("PostCandidatePipelinesFeatureHydration") - val globalFiltersStep: PipelineStepIdentifier = PipelineStepIdentifier("GlobalFilters") - val scoringPipelinesStep: PipelineStepIdentifier = PipelineStepIdentifier("ScoringPipelines") - val resultSelectorsStep: PipelineStepIdentifier = PipelineStepIdentifier("ResultSelectors") - val postSelectionFiltersStep: PipelineStepIdentifier = PipelineStepIdentifier( - "PostSelectionFilters") - val decoratorStep: PipelineStepIdentifier = PipelineStepIdentifier("Decorator") - val domainMarshallerStep: PipelineStepIdentifier = PipelineStepIdentifier("DomainMarshaller") - val resultSideEffectsStep: PipelineStepIdentifier = PipelineStepIdentifier("ResultSideEffects") - val transportMarshallerStep: PipelineStepIdentifier = PipelineStepIdentifier( - "TransportMarshaller") - - /** All the Steps which are executed by a [[RecommendationPipeline]] in the order in which they are run */ - override val stepsInOrder: Seq[PipelineStepIdentifier] = Seq( - qualityFactorStep, - gatesStep, - fetchQueryFeaturesStep, - fetchQueryFeaturesPhase2Step, - asyncFeaturesStep(candidatePipelinesStep), - candidatePipelinesStep, - asyncFeaturesStep(dependentCandidatePipelinesStep), - dependentCandidatePipelinesStep, - asyncFeaturesStep(postCandidatePipelinesSelectorsStep), - postCandidatePipelinesSelectorsStep, - asyncFeaturesStep(postCandidatePipelinesFeatureHydrationStep), - postCandidatePipelinesFeatureHydrationStep, - asyncFeaturesStep(globalFiltersStep), - globalFiltersStep, - asyncFeaturesStep(scoringPipelinesStep), - scoringPipelinesStep, - asyncFeaturesStep(resultSelectorsStep), - resultSelectorsStep, - asyncFeaturesStep(postSelectionFiltersStep), - postSelectionFiltersStep, - asyncFeaturesStep(decoratorStep), - decoratorStep, - domainMarshallerStep, - asyncFeaturesStep(resultSideEffectsStep), - resultSideEffectsStep, - transportMarshallerStep - ) - - /** - * All the Steps which an [[com.twitter.product_mixer.core.functional_component.feature_hydrator.AsyncHydrator AsyncHydrator]] - * can be configured to [[com.twitter.product_mixer.core.functional_component.feature_hydrator.AsyncHydrator.hydrateBefore hydrateBefore]] - */ - override val stepsAsyncFeatureHydrationCanBeCompletedBy: Set[PipelineStepIdentifier] = Set( - candidatePipelinesStep, - dependentCandidatePipelinesStep, - postCandidatePipelinesSelectorsStep, - postCandidatePipelinesFeatureHydrationStep, - globalFiltersStep, - scoringPipelinesStep, - resultSelectorsStep, - postSelectionFiltersStep, - decoratorStep, - resultSideEffectsStep, - ) -} diff --git 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com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.marshalling.HasMarshalling -import com.twitter.product_mixer.core.pipeline.PipelineResult -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults -import com.twitter.product_mixer.core.service.candidate_decorator_executor.CandidateDecoratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutorResult -import com.twitter.product_mixer.core.service.candidate_pipeline_executor.CandidatePipelineExecutorResult -import com.twitter.product_mixer.core.service.domain_marshaller_executor.DomainMarshallerExecutor -import com.twitter.product_mixer.core.service.filter_executor.FilterExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.pipeline_result_side_effect_executor.PipelineResultSideEffectExecutor -import com.twitter.product_mixer.core.service.quality_factor_executor.QualityFactorExecutorResult -import com.twitter.product_mixer.core.service.query_feature_hydrator_executor.QueryFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.scoring_pipeline_executor.ScoringPipelineExecutorResult -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutorResult -import com.twitter.product_mixer.core.service.transport_marshaller_executor.TransportMarshallerExecutor - -case class RecommendationPipelineResult[Candidate <: UniversalNoun[Any], ResultType]( - qualityFactorResult: Option[QualityFactorExecutorResult], - gateResult: Option[GateExecutorResult], - queryFeatures: Option[QueryFeatureHydratorExecutor.Result], - queryFeaturesPhase2: Option[QueryFeatureHydratorExecutor.Result], - mergedAsyncQueryFeatures: Option[AsyncFeatureMap], - candidatePipelineResults: Option[CandidatePipelineExecutorResult], - dependentCandidatePipelineResults: Option[CandidatePipelineExecutorResult], - postCandidatePipelinesSelectorResults: Option[SelectorExecutorResult], - postCandidatePipelinesFeatureHydrationResults: Option[ - CandidateFeatureHydratorExecutorResult[Candidate] - ], - globalFilterResults: Option[FilterExecutorResult[Candidate]], - scoringPipelineResults: Option[ScoringPipelineExecutorResult[Candidate]], - resultSelectorResults: Option[SelectorExecutorResult], - postSelectionFilterResults: Option[FilterExecutorResult[Candidate]], - candidateDecoratorResult: Option[CandidateDecoratorExecutorResult], - domainMarshallerResults: Option[DomainMarshallerExecutor.Result[HasMarshalling]], - resultSideEffectResults: Option[PipelineResultSideEffectExecutor.Result], - asyncFeatureHydrationResults: Option[AsyncFeatureMapExecutorResults], - transportMarshallerResults: Option[TransportMarshallerExecutor.Result[ResultType]], - failure: Option[PipelineFailure], - result: Option[ResultType]) - extends PipelineResult[ResultType] { - override val resultSize: Int = result match { - case Some(seqResult @ Seq(_)) => seqResult.length - case Some(_) => 1 - case None => 0 - } - - override def withFailure( - failure: PipelineFailure - ): RecommendationPipelineResult[Candidate, ResultType] = - copy(failure = Some(failure)) - override def withResult(result: ResultType): RecommendationPipelineResult[Candidate, ResultType] = - copy(result = Some(result)) -} - -object RecommendationPipelineResult { - def empty[A <: UniversalNoun[Any], B]: RecommendationPipelineResult[A, B] = - RecommendationPipelineResult( - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None - ) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/BUILD deleted file mode 100644 index 43c431a64..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/BUILD +++ /dev/null @@ -1,36 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/selector:insert_append_results", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/scorer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/selector", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/util", - "stitch/stitch-core", - "util/util-core:scala", - ], - exports = [ - "3rdparty/jvm/javax/inject:javax.inject", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/pipeline_failure", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/scorer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/selector", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "stitch/stitch-core", - ], -) diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..6a6af16b559e57c72e28a7ff5dd6719ef37b48ee GIT binary patch literal 37020 zcmagEWmp}_wm*z(a1HM6?hb+A?ruRh?rc1`2X}XOcefDSEkFXn-Tyl?bIzGL_ulvY 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a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/NewScoringPipelineBuilder.scala +++ /dev/null @@ -1,202 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.scoring - -import com.twitter.product_mixer.core.functional_component.common.alert.Alert -import com.twitter.product_mixer.core.functional_component.decorator.Decoration -import com.twitter.product_mixer.core.functional_component.scorer.ScoredCandidateResult -import com.twitter.product_mixer.core.gate.ParamGate -import com.twitter.product_mixer.core.gate.ParamGate._ -import com.twitter.product_mixer.core.model.common.CandidateWithFeatures -import com.twitter.product_mixer.core.model.common.Component -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ScoringPipelineIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.product_mixer.core.model.common.presentation.ItemCandidateWithDetails -import com.twitter.product_mixer.core.pipeline.NewPipelineBuilder -import com.twitter.product_mixer.core.pipeline.NewPipelineArrowBuilder -import com.twitter.product_mixer.core.pipeline.NewPipelineResult -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ClosedGate -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailureClassifier -import com.twitter.product_mixer.core.pipeline.state.HasCandidatesWithDetails -import com.twitter.product_mixer.core.pipeline.state.HasCandidatesWithFeatures -import com.twitter.product_mixer.core.pipeline.state.HasExecutorResults -import com.twitter.product_mixer.core.pipeline.state.HasQuery -import com.twitter.product_mixer.core.pipeline.state.HasResult -import com.twitter.product_mixer.core.pipeline.step.candidate_feature_hydrator.CandidateFeatureHydratorStep -import com.twitter.product_mixer.core.pipeline.step.gate.GateStep -import com.twitter.product_mixer.core.pipeline.step.scorer.ScorerStep -import com.twitter.product_mixer.core.pipeline.step.selector.SelectorStep -import com.twitter.product_mixer.core.service.Executor -import com.twitter.product_mixer.core.service.ExecutorResult -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.StoppedGateException -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutorResult -import com.twitter.stitch.Arrow -import javax.inject.Inject -import scala.collection.immutable.ListMap - -/** - * NewScoringPipelineBuilder builds [[ScoringPipeline]]s from [[ScoringPipelineConfig]]s. - * New because it's meant to eventually replace [[ScoringPipelineBuilder]] - * You should inject a [[ScoringPipelineBuilderFactory]] and call `.get` to build these. - * - * @see [[ScoringPipelineConfig]] for the description of the type parameters - * @tparam Query the type of query these accept. - * @tparam Candidate the domain model for the candidate being scored - */ -class NewScoringPipelineBuilder[Query <: PipelineQuery, Candidate <: UniversalNoun[Any]] @Inject() ( - selectionStep: SelectorStep[Query, ScoringPipelineState[Query, Candidate]], - gateStep: GateStep[Query, ScoringPipelineState[Query, Candidate]], - candidateFeatureHydrationStep: CandidateFeatureHydratorStep[ - Query, - Candidate, - ScoringPipelineState[Query, Candidate] - ], - scorerStep: ScorerStep[Query, Candidate, ScoringPipelineState[Query, Candidate]]) - extends NewPipelineBuilder[ScoringPipelineConfig[Query, Candidate], Seq[ - CandidateWithFeatures[Candidate] - ], ScoringPipelineState[Query, Candidate], ScoringPipeline[Query, Candidate]] { - - override def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - arrowBuilder: NewPipelineArrowBuilder[ArrowResult, ArrowState], - scoringPipelineConfig: ScoringPipelineConfig[Query, Candidate] - ): ScoringPipeline[Query, Candidate] = { - val pipelineIdentifier = scoringPipelineConfig.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - scoringPipelineConfig.failureClassifier.orElse( - StoppedGateException.classifier(ClosedGate))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val enabledGateOpt = scoringPipelineConfig.enabledDeciderParam.map { deciderParam => - ParamGate(pipelineIdentifier + EnabledGateSuffix, deciderParam) - } - val supportedClientGateOpt = scoringPipelineConfig.supportedClientParam.map { param => - ParamGate(pipelineIdentifier + SupportedClientGateSuffix, param) - } - - /** - * Evaluate enabled decider gate first since if it's off, there is no reason to proceed - * Next evaluate supported client feature switch gate, followed by customer configured gates - */ - val allGates = - enabledGateOpt.toSeq ++ supportedClientGateOpt.toSeq ++ scoringPipelineConfig.gates - - val underlyingArrow = arrowBuilder - .add(ScoringPipelineConfig.gatesStep, gateStep, allGates) - .add(ScoringPipelineConfig.selectorsStep, selectionStep, scoringPipelineConfig.selectors) - .add( - ScoringPipelineConfig.preScoringFeatureHydrationPhase1Step, - candidateFeatureHydrationStep, - scoringPipelineConfig.preScoringFeatureHydrationPhase1) - .add( - ScoringPipelineConfig.preScoringFeatureHydrationPhase2Step, - candidateFeatureHydrationStep, - scoringPipelineConfig.preScoringFeatureHydrationPhase2) - .add(ScoringPipelineConfig.scorersStep, scorerStep, scoringPipelineConfig.scorers).buildArrow( - context) - - val finalArrow = Arrow - .map { inputs: ScoringPipeline.Inputs[Query] => - ScoringPipelineState[Query, Candidate](inputs.query, inputs.candidates, ListMap.empty) - }.andThen(underlyingArrow).map { pipelineResult => - ScoringPipelineResult( - gateResults = pipelineResult.executorResultsByPipelineStep - .get(ScoringPipelineConfig.gatesStep) - .map(_.asInstanceOf[GateExecutorResult]), - selectorResults = pipelineResult.executorResultsByPipelineStep - .get(ScoringPipelineConfig.selectorsStep) - .map(_.asInstanceOf[SelectorExecutorResult]), - preScoringHydrationPhase1Result = pipelineResult.executorResultsByPipelineStep - .get(ScoringPipelineConfig.preScoringFeatureHydrationPhase1Step) - .map(_.asInstanceOf[CandidateFeatureHydratorExecutorResult[Candidate]]), - preScoringHydrationPhase2Result = pipelineResult.executorResultsByPipelineStep - .get(ScoringPipelineConfig.preScoringFeatureHydrationPhase2Step) - .map(_.asInstanceOf[CandidateFeatureHydratorExecutorResult[Candidate]]), - scorerResults = pipelineResult.executorResultsByPipelineStep - .get(ScoringPipelineConfig.scorersStep) - .map(_.asInstanceOf[CandidateFeatureHydratorExecutorResult[Candidate]]), - failure = pipelineResult match { - case failure: NewPipelineResult.Failure => - Some(failure.failure) - case _ => None - }, - result = pipelineResult match { - case result: NewPipelineResult.Success[Seq[CandidateWithFeatures[Candidate]]] => - Some(result.result.map { candidateWithFeatures => - ScoredCandidateResult( - candidateWithFeatures.candidate, - candidateWithFeatures.features) - }) - case _ => None - } - ) - } - - new ScoringPipeline[Query, Candidate] { - override val arrow: Arrow[ScoringPipeline.Inputs[Query], ScoringPipelineResult[Candidate]] = - finalArrow - - override val identifier: ScoringPipelineIdentifier = scoringPipelineConfig.identifier - - override val alerts: Seq[Alert] = scoringPipelineConfig.alerts - - override val children: Seq[Component] = - allGates ++ scoringPipelineConfig.preScoringFeatureHydrationPhase1 ++ scoringPipelineConfig.preScoringFeatureHydrationPhase2 ++ scoringPipelineConfig.scorers - - override private[core] val config = scoringPipelineConfig - } - } -} - -case class ScoringPipelineState[Query <: PipelineQuery, Candidate <: UniversalNoun[Any]]( - override val query: Query, - candidates: Seq[ItemCandidateWithDetails], - override val executorResultsByPipelineStep: ListMap[PipelineStepIdentifier, ExecutorResult]) - extends HasQuery[Query, ScoringPipelineState[Query, Candidate]] - with HasCandidatesWithDetails[ScoringPipelineState[Query, Candidate]] - with HasCandidatesWithFeatures[Candidate, ScoringPipelineState[Query, Candidate]] - with HasExecutorResults[ScoringPipelineState[Query, Candidate]] - with HasResult[Seq[CandidateWithFeatures[Candidate]]] { - - override val candidatesWithDetails: Seq[CandidateWithDetails] = candidates - - override val candidatesWithFeatures: Seq[CandidateWithFeatures[Candidate]] = - candidates.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]] - - override val buildResult: Seq[CandidateWithFeatures[Candidate]] = candidatesWithFeatures - - override def updateCandidatesWithDetails( - newCandidates: Seq[CandidateWithDetails] - ): ScoringPipelineState[Query, Candidate] = { - this.copy(candidates = newCandidates.asInstanceOf[Seq[ItemCandidateWithDetails]]) - } - - override def updateQuery(newQuery: Query): ScoringPipelineState[Query, Candidate] = - this.copy(query = newQuery) - - override def updateDecorations( - decoration: Seq[Decoration] - ): ScoringPipelineState[Query, Candidate] = ??? - - override def updateCandidatesWithFeatures( - newCandidates: Seq[CandidateWithFeatures[Candidate]] - ): ScoringPipelineState[Query, Candidate] = { - val updatedCandidates = candidates.zip(newCandidates).map { - case (itemCandidateWithDetails, newCandidate) => - itemCandidateWithDetails.copy(features = - itemCandidateWithDetails.features ++ newCandidate.features) - } - this.copy(query, updatedCandidates) - } - - override private[pipeline] def setExecutorResults( - newMap: ListMap[PipelineStepIdentifier, ExecutorResult] - ) = this.copy(executorResultsByPipelineStep = newMap) -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipeline.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipeline.docx new file mode 100644 index 0000000000000000000000000000000000000000..e005d94c8255a6fcae961e740261561e7bc36b30 GIT binary patch literal 37239 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~6+=IKjySsr2POEO;Z`8i9s?H0;ei81|3$NKf{yTLE)gTdNe|_ z%kXJ$Oxf*a!q1)jLBd}u>t%_VS~Jro9ic6N_iMQExrX#-?Sn) zM^Ha=X^7OSwu{9ik8<$wyg438ko(@`1nVvHNhWkul6S0MMJyM8eB4b zM*x|J`cANpZCb<)1&XLS^&Pi`CaEyP2Iin1UH$2dSe3Y>5xt!ZN=a~O0{S(g3$2!` zFVidl1|Tip#Py}Pvh|0p`CKnlFf6=2@2XwVmMKd;B-U1X^N6c#p*@Nlmve?!P zoVLeyit*rip*C z)~1~4HpVRZ!i~=8ai9G&L1CW})vQ3b`3xvQ=%56d0Zf&h01nP9rT{1N-#2+?{J3I2 zE1J}ukJOxkX808voRlm*_|caSGFSmit+$+93bx}}+>@KT1$MeQ3~t1m0>f7h!s|SZ 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com.twitter.product_mixer.core.gate.ParamGate -import com.twitter.product_mixer.core.gate.ParamGate.EnabledGateSuffix -import com.twitter.product_mixer.core.gate.ParamGate.SupportedClientGateSuffix -import com.twitter.product_mixer.core.model.common.CandidateWithFeatures -import com.twitter.product_mixer.core.model.common.Component -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.ScoringPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.model.common.presentation.ItemCandidateWithDetails -import com.twitter.product_mixer.core.pipeline.InvalidStepStateException -import com.twitter.product_mixer.core.pipeline.PipelineBuilder -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.pipeline_failure.ClosedGate -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailureClassifier -import com.twitter.product_mixer.core.pipeline.scoring.ScoringPipeline.Inputs -import com.twitter.product_mixer.core.service.Executor -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.GateExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutorResult -import com.twitter.product_mixer.core.service.gate_executor.StoppedGateException -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutor -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutorResult -import com.twitter.stitch.Arrow -import javax.inject.Inject - -/** - * ScoringPipelineBuilder builds [[ScoringPipeline]]s from [[ScoringPipelineConfig]]s. - * - * You should inject a [[ScoringPipelineBuilderFactory]] and call `.get` to build these. - * - * @see [[ScoringPipelineConfig]] for the description of the type parameters - * @tparam Query the type of query these accept. - * @tparam Candidate the domain model for the candidate being scored - */ -class ScoringPipelineBuilder[Query <: PipelineQuery, Candidate <: UniversalNoun[Any]] @Inject() ( - gateExecutor: GateExecutor, - selectorExecutor: SelectorExecutor, - candidateFeatureHydratorExecutor: CandidateFeatureHydratorExecutor, - override val statsReceiver: StatsReceiver) - extends PipelineBuilder[Inputs[Query]] { - - override type UnderlyingResultType = Seq[ScoredCandidateResult[Candidate]] - override type PipelineResultType = ScoringPipelineResult[Candidate] - - def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - config: ScoringPipelineConfig[Query, Candidate] - ): ScoringPipeline[Query, Candidate] = { - - val pipelineIdentifier = config.identifier - - val context = Executor.Context( - PipelineFailureClassifier( - config.failureClassifier.orElse(StoppedGateException.classifier(ClosedGate))), - parentComponentIdentifierStack.push(pipelineIdentifier) - ) - - val enabledGateOpt = config.enabledDeciderParam.map { deciderParam => - ParamGate(pipelineIdentifier + EnabledGateSuffix, deciderParam) - } - val supportedClientGateOpt = config.supportedClientParam.map { param => - ParamGate(pipelineIdentifier + SupportedClientGateSuffix, param) - } - - /** - * Evaluate enabled decider gate first since if it's off, there is no reason to proceed - * Next evaluate supported client feature switch gate, followed by customer configured gates - */ - val allGates = enabledGateOpt.toSeq ++ supportedClientGateOpt.toSeq ++ config.gates - - val GatesStep = new Step[Query, GateExecutorResult] { - override def identifier: PipelineStepIdentifier = ScoringPipelineConfig.gatesStep - - override lazy val executorArrow: Arrow[Query, GateExecutorResult] = - gateExecutor.arrow(allGates, context) - - override def inputAdaptor( - query: ScoringPipeline.Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): Query = { - query.query - } - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: GateExecutorResult - ): ScoringPipelineResult[Candidate] = - previousPipelineResult.copy(gateResults = Some(executorResult)) - } - - val SelectorsStep = new Step[SelectorExecutor.Inputs[Query], SelectorExecutorResult] { - override def identifier: PipelineStepIdentifier = ScoringPipelineConfig.selectorsStep - - override def executorArrow: Arrow[SelectorExecutor.Inputs[Query], SelectorExecutorResult] = - selectorExecutor.arrow(config.selectors, context) - - override def inputAdaptor( - query: ScoringPipeline.Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): SelectorExecutor.Inputs[Query] = SelectorExecutor.Inputs(query.query, query.candidates) - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: SelectorExecutorResult - ): ScoringPipelineResult[Candidate] = - previousPipelineResult.copy(selectorResults = Some(executorResult)) - } - - val PreScoringFeatureHydrationPhase1Step = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] { - override def identifier: PipelineStepIdentifier = - ScoringPipelineConfig.preScoringFeatureHydrationPhase1Step - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] = - candidateFeatureHydratorExecutor.arrow(config.preScoringFeatureHydrationPhase1, context) - - override def inputAdaptor( - query: ScoringPipeline.Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Candidate] = { - val selectedCandidatesResult = previousResult.selectorResults.getOrElse { - throw InvalidStepStateException(identifier, "SelectorResults") - }.selectedCandidates - - CandidateFeatureHydratorExecutor.Inputs( - query.query, - selectedCandidatesResult.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]]) - } - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: CandidateFeatureHydratorExecutorResult[Candidate] - ): ScoringPipelineResult[Candidate] = previousPipelineResult.copy( - preScoringHydrationPhase1Result = Some(executorResult) - ) - } - - val PreScoringFeatureHydrationPhase2Step = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] { - override def identifier: PipelineStepIdentifier = - ScoringPipelineConfig.preScoringFeatureHydrationPhase2Step - - override def executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] = - candidateFeatureHydratorExecutor.arrow(config.preScoringFeatureHydrationPhase2, context) - - override def inputAdaptor( - query: ScoringPipeline.Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Candidate] = { - val preScoringHydrationPhase1FeatureMaps: Seq[FeatureMap] = - previousResult.preScoringHydrationPhase1Result - .getOrElse( - throw InvalidStepStateException(identifier, "PreScoringHydrationPhase1Result")) - .results.map(_.features) - - val itemCandidates = previousResult.selectorResults - .getOrElse(throw InvalidStepStateException(identifier, "SelectionResults")) - .selectedCandidates.collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - // If there is no feature hydration (empty results), no need to attempt merging. - val candidates = if (preScoringHydrationPhase1FeatureMaps.isEmpty) { - itemCandidates - } else { - itemCandidates.zip(preScoringHydrationPhase1FeatureMaps).map { - case (itemCandidate, featureMap) => - itemCandidate.copy(features = itemCandidate.features ++ featureMap) - } - } - - CandidateFeatureHydratorExecutor.Inputs( - query.query, - candidates.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]]) - } - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: CandidateFeatureHydratorExecutorResult[Candidate] - ): ScoringPipelineResult[Candidate] = previousPipelineResult.copy( - preScoringHydrationPhase2Result = Some(executorResult) - ) - } - - def getMergedPreScoringFeatureMap( - stepIdentifier: PipelineStepIdentifier, - previousResult: ScoringPipelineResult[Candidate] - ): Seq[FeatureMap] = { - val preScoringHydrationPhase1FeatureMaps: Seq[FeatureMap] = - previousResult.preScoringHydrationPhase1Result - .getOrElse( - throw InvalidStepStateException( - stepIdentifier, - "PreScoringHydrationPhase1Result")).results.map(_.features) - - val preScoringHydrationPhase2FeatureMaps: Seq[FeatureMap] = - previousResult.preScoringHydrationPhase2Result - .getOrElse( - throw InvalidStepStateException( - stepIdentifier, - "PreScoringHydrationPhase2Result")).results.map(_.features) - /* - * If either pre-scoring hydration phase feature map is empty, no need to merge them, - * we can just take all non-empty ones. - */ - if (preScoringHydrationPhase1FeatureMaps.isEmpty) { - preScoringHydrationPhase2FeatureMaps - } else if (preScoringHydrationPhase2FeatureMaps.isEmpty) { - preScoringHydrationPhase1FeatureMaps - } else { - // No need to check the size in both, since the inputs to both hydration phases are the - // same and each phase ensures the number of candidates and ordering matches the input. - preScoringHydrationPhase1FeatureMaps.zip(preScoringHydrationPhase2FeatureMaps).map { - case (preScoringHydrationPhase1FeatureMap, preScoringHydrationPhasesFeatureMap) => - preScoringHydrationPhase1FeatureMap ++ preScoringHydrationPhasesFeatureMap - } - } - } - - val ScorersStep = - new Step[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[Candidate] - ] { - override def identifier: PipelineStepIdentifier = ScoringPipelineConfig.scorersStep - - override def inputAdaptor( - query: ScoringPipeline.Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): CandidateFeatureHydratorExecutor.Inputs[Query, Candidate] = { - - val mergedPreScoringFeatureHydrationFeatures: Seq[FeatureMap] = - getMergedPreScoringFeatureMap(ScoringPipelineConfig.scorersStep, previousResult) - - val itemCandidates = previousResult.selectorResults - .getOrElse(throw InvalidStepStateException(identifier, "SelectionResults")) - .selectedCandidates.collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - - // If there was no pre-scoring features hydration, no need to re-merge feature maps - // and construct a new item candidate - val updatedCandidates = if (mergedPreScoringFeatureHydrationFeatures.isEmpty) { - itemCandidates - } else { - itemCandidates.zip(mergedPreScoringFeatureHydrationFeatures).map { - case (itemCandidate, preScoringFeatureMap) => - itemCandidate.copy(features = itemCandidate.features ++ preScoringFeatureMap) - } - } - CandidateFeatureHydratorExecutor.Inputs( - query.query, - updatedCandidates.asInstanceOf[Seq[CandidateWithFeatures[Candidate]]]) - } - - override lazy val executorArrow: Arrow[ - CandidateFeatureHydratorExecutor.Inputs[Query, Candidate], - CandidateFeatureHydratorExecutorResult[ - Candidate - ] - ] = candidateFeatureHydratorExecutor.arrow(config.scorers.toSeq, context) - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: CandidateFeatureHydratorExecutorResult[Candidate] - ): ScoringPipelineResult[Candidate] = - previousPipelineResult.copy(scorerResults = Some(executorResult)) - } - - val ResultStep = - new Step[Seq[CandidateWithFeatures[UniversalNoun[Any]]], Seq[ - CandidateWithFeatures[UniversalNoun[Any]] - ]] { - override def identifier: PipelineStepIdentifier = ScoringPipelineConfig.resultStep - - override def executorArrow: Arrow[Seq[CandidateWithFeatures[UniversalNoun[Any]]], Seq[ - CandidateWithFeatures[UniversalNoun[Any]] - ]] = Arrow.identity - - override def inputAdaptor( - query: Inputs[Query], - previousResult: ScoringPipelineResult[Candidate] - ): Seq[CandidateWithFeatures[UniversalNoun[Any]]] = previousResult.selectorResults - .getOrElse(throw InvalidStepStateException(identifier, "SelectionResults")) - .selectedCandidates.collect { - case itemCandidate: ItemCandidateWithDetails => itemCandidate - } - - override def resultUpdater( - previousPipelineResult: ScoringPipelineResult[Candidate], - executorResult: Seq[CandidateWithFeatures[UniversalNoun[Any]]] - ): ScoringPipelineResult[Candidate] = { - val scorerResults: Seq[FeatureMap] = previousPipelineResult.scorerResults - .getOrElse(throw InvalidStepStateException(identifier, "ScorerResult")).results.map( - _.features) - - val mergedPreScoringFeatureHydrationFeatureMaps: Seq[FeatureMap] = - getMergedPreScoringFeatureMap(ScoringPipelineConfig.resultStep, previousPipelineResult) - - val itemCandidates = executorResult.asInstanceOf[Seq[ItemCandidateWithDetails]] - val finalFeatureMap = if (mergedPreScoringFeatureHydrationFeatureMaps.isEmpty) { - scorerResults - } else { - scorerResults - .zip(mergedPreScoringFeatureHydrationFeatureMaps).map { - case (preScoringFeatureMap, scoringFeatureMap) => - preScoringFeatureMap ++ scoringFeatureMap - } - } - - val finalResults = itemCandidates.zip(finalFeatureMap).map { - case (itemCandidate, featureMap) => - ScoredCandidateResult(itemCandidate.candidate.asInstanceOf[Candidate], featureMap) - } - previousPipelineResult.withResult(finalResults) - } - } - - val builtSteps = Seq( - GatesStep, - SelectorsStep, - PreScoringFeatureHydrationPhase1Step, - PreScoringFeatureHydrationPhase2Step, - ScorersStep, - ResultStep - ) - - /** The main execution logic for this Candidate Pipeline. */ - val finalArrow: Arrow[ScoringPipeline.Inputs[Query], ScoringPipelineResult[Candidate]] = - buildCombinedArrowFromSteps( - steps = builtSteps, - context = context, - initialEmptyResult = ScoringPipelineResult.empty, - stepsInOrderFromConfig = ScoringPipelineConfig.stepsInOrder - ) - - val configFromBuilder = config - new ScoringPipeline[Query, Candidate] { - override private[core] val config: ScoringPipelineConfig[Query, Candidate] = configFromBuilder - override val arrow: Arrow[ScoringPipeline.Inputs[Query], ScoringPipelineResult[Candidate]] = - finalArrow - override val identifier: ScoringPipelineIdentifier = pipelineIdentifier - override val alerts: Seq[Alert] = config.alerts - override val children: Seq[Component] = - allGates ++ 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b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineBuilderFactory.scala deleted file mode 100644 index 5b65d0738..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineBuilderFactory.scala +++ /dev/null @@ -1,30 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.scoring - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.service.candidate_feature_hydrator_executor.CandidateFeatureHydratorExecutor -import com.twitter.product_mixer.core.service.gate_executor.GateExecutor -import com.twitter.product_mixer.core.service.selector_executor.SelectorExecutor -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ScoringPipelineBuilderFactory @Inject() ( - gateExecutor: GateExecutor, - selectorExecutor: SelectorExecutor, - candidateFeatureHydratorExecutor: CandidateFeatureHydratorExecutor, - statsReceiver: StatsReceiver) { - - def get[ - Query <: PipelineQuery, - Candidate <: UniversalNoun[Any] - ]: ScoringPipelineBuilder[Query, Candidate] = { - new ScoringPipelineBuilder[Query, Candidate]( - gateExecutor, - selectorExecutor, - candidateFeatureHydratorExecutor, - statsReceiver - ) - } -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineConfig.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineConfig.docx new file mode 100644 index 0000000000000000000000000000000000000000..3c2fbac5d601e62133bebce59ecdc9b14e7ca7ae GIT binary patch literal 38664 zcmagFV|Zm<)-D{|uGqHiq+;7vCE2l!if!Ah*fuK_TNPANv3+(uPj|oF{hsrEe^#!{ zxyFq#)}GpHE6IXGV1R&tz<_+s;L@s5DM?5H1p%3W0s%n>w(5!j>|M<5T@2Mc9n78e z89nT5n^WW!*M(8OUc6zZG6@oUiy>oH?m199&?n%E*Ja&tYp*b!$$>pROz}pj&nbmL 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z_Q|7wmjC3=etth1b@X=jTYezx{qh{R^ITveb}I(}BKQVy??00JphXTU1D*E*U5W1N zd;%EDuKeFS|3Bo1vw*D<{5eSh0&%cnfpG6583Nw%E-5f5%-empTnU~7@CPNo>(LB! zy?tWP=Ow`$aGi9I;}`Os^S>erSPm|{?8zNa-{hb&4442eMC=jLBEAv!l_kJ>aMpNF zFA?=k56&Tj5#acH4<{kgOOpR*V*9;Aa}yT8g1%Z6FT@!z4_x}!vwr|Jm|`FR literal 0 HcmV?d00001 diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineConfig.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineConfig.scala deleted file mode 100644 index d2b87e01b..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring/ScoringPipelineConfig.scala +++ /dev/null @@ -1,131 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.scoring - -import com.twitter.product_mixer.component_library.selector.InsertAppendResults -import com.twitter.product_mixer.core.functional_component.common.AllPipelines -import com.twitter.product_mixer.core.functional_component.common.alert.Alert -import com.twitter.product_mixer.core.functional_component.feature_hydrator.BaseCandidateFeatureHydrator -import com.twitter.product_mixer.core.functional_component.gate.BaseGate -import com.twitter.product_mixer.core.functional_component.scorer.Scorer -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.ComponentIdentifierStack -import com.twitter.product_mixer.core.model.common.identifier.ScoringPipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineConfig -import com.twitter.product_mixer.core.pipeline.PipelineConfigCompanion -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.decider.DeciderParam - -/** - * This is the configuration necessary to generate a Scoring Pipeline. Product code should create a - * ScoringPipelineConfig, and then use a ScoringPipelineBuilder to get the final ScoringPipeline which can - * process requests. - * - * @tparam Query - The domain model for the query or request - * @tparam Candidate the domain model for the candidate being scored - */ -trait ScoringPipelineConfig[-Query <: PipelineQuery, Candidate <: UniversalNoun[Any]] - extends PipelineConfig { - - override val identifier: ScoringPipelineIdentifier - - /** - * When these Params are defined, they will automatically be added as Gates in the pipeline - * by the CandidatePipelineBuilder - * - * The enabled decider param can to be used to quickly disable a Candidate Pipeline via Decider - */ - val enabledDeciderParam: Option[DeciderParam[Boolean]] = None - - /** - * This supported client feature switch param can be used with a Feature Switch to control the - * rollout of a new Candidate Pipeline from dogfood to experiment to production - */ - val supportedClientParam: Option[FSParam[Boolean]] = None - - /** [[BaseGate]]s that are applied sequentially, the pipeline will only run if all the Gates are open */ - def gates: Seq[BaseGate[Query]] = Seq.empty - - /** - * Logic for selecting which candidates to score. Note, this doesn't drop the candidates from - * the final result, just whether to score it in this pipeline or not. - */ - def selectors: Seq[Selector[Query]] - - /** - * After selectors are run, you can fetch features for each candidate. - * The existing features from previous hydrations are passed in as inputs. You are not expected to - * put them into the resulting feature map yourself - they will be merged for you by the platform. - */ - def preScoringFeatureHydrationPhase1: Seq[BaseCandidateFeatureHydrator[Query, Candidate, _]] = - Seq.empty - - /** - * A second phase of feature hydration that can be run after selection and after the first phase - * of pre-scoring feature hydration. You are not expected to put them into the resulting - * feature map yourself - they will be merged for you by the platform. - */ - def preScoringFeatureHydrationPhase2: Seq[BaseCandidateFeatureHydrator[Query, Candidate, _]] = - Seq.empty - - /** - * Ranker Function for candidates. Scorers are executed in parallel. - * Note: Order does not matter, this could be a Set if Set was covariant over it's type. - */ - def scorers: Seq[Scorer[Query, Candidate]] - - /** - * A pipeline can define a partial function to rescue failures here. They will be treated as failures - * from a monitoring standpoint, and cancellation exceptions will always be propagated (they cannot be caught here). - */ - def failureClassifier: PartialFunction[Throwable, PipelineFailure] = PartialFunction.empty - - /** - * Alerts can be used to indicate the pipeline's service level objectives. Alerts and - * dashboards will be automatically created based on this information. - */ - val alerts: Seq[Alert] = Seq.empty - - /** - * This method is used by the product mixer framework to build the pipeline. - */ - private[core] final def build( - parentComponentIdentifierStack: ComponentIdentifierStack, - builder: ScoringPipelineBuilderFactory - ): ScoringPipeline[Query, Candidate] = - builder.get.build(parentComponentIdentifierStack, this) -} - -object ScoringPipelineConfig extends PipelineConfigCompanion { - def apply[Query <: PipelineQuery, Candidate <: UniversalNoun[Any]]( - scorer: Scorer[Query, Candidate] - ): ScoringPipelineConfig[Query, Candidate] = new ScoringPipelineConfig[Query, Candidate] { - override val identifier: ScoringPipelineIdentifier = ScoringPipelineIdentifier( - s"ScoreAll${scorer.identifier.name}") - - override val selectors: Seq[Selector[Query]] = Seq(InsertAppendResults(AllPipelines)) - - override val scorers: Seq[Scorer[Query, Candidate]] = Seq(scorer) - } - - val gatesStep: PipelineStepIdentifier = PipelineStepIdentifier("Gates") - val selectorsStep: PipelineStepIdentifier = PipelineStepIdentifier("Selectors") - val preScoringFeatureHydrationPhase1Step: PipelineStepIdentifier = - PipelineStepIdentifier("PreScoringFeatureHydrationPhase1") - val preScoringFeatureHydrationPhase2Step: PipelineStepIdentifier = - PipelineStepIdentifier("PreScoringFeatureHydrationPhase2") - val scorersStep: PipelineStepIdentifier = PipelineStepIdentifier("Scorers") - val resultStep: PipelineStepIdentifier = PipelineStepIdentifier("Result") - - /** All the Steps which are executed by a [[ScoringPipeline]] in the order in which they are run */ - override val stepsInOrder: Seq[PipelineStepIdentifier] = Seq( - gatesStep, - selectorsStep, - preScoringFeatureHydrationPhase1Step, - preScoringFeatureHydrationPhase2Step, - scorersStep, - resultStep - ) -} diff --git 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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasExecutorResults.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasExecutorResults.scala
deleted file mode 100644
index c22dbe11c..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasExecutorResults.scala
+++ /dev/null
@@ -1,13 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier
-import com.twitter.product_mixer.core.service.ExecutorResult
-import scala.collection.immutable.ListMap
-
-trait HasExecutorResults[State] {
-  // We use a list map to maintain the insertion order
-  val executorResultsByPipelineStep: ListMap[PipelineStepIdentifier, ExecutorResult]
-  private[pipeline] def setExecutorResults(
-    newMap: ListMap[PipelineStepIdentifier, ExecutorResult]
-  ): State
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasParams.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasParams.docx
new file mode 100644
index 0000000000000000000000000000000000000000..e2fe9f6127ffad19d718be45b7006b31068ce85c
GIT binary patch
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasQuery.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasQuery.scala
deleted file mode 100644
index 89e9bd94e..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasQuery.scala
+++ /dev/null
@@ -1,8 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-import com.twitter.product_mixer.core.pipeline.PipelineQuery
-
-trait HasQuery[Query <: PipelineQuery, T] {
-  def query: Query
-  def updateQuery(query: Query): T
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasRequest.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasRequest.docx
new file mode 100644
index 0000000000000000000000000000000000000000..ccde225fda50222635d6f7756d103b1ab4a9f971
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasRequest.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasRequest.scala
deleted file mode 100644
index 9058f0561..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasRequest.scala
+++ /dev/null
@@ -1,7 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-import com.twitter.product_mixer.core.model.marshalling.request.Request
-
-trait HasRequest[TRequest <: Request] {
-  def request: TRequest
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasResult.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasResult.docx
new file mode 100644
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasResult.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasResult.scala
deleted file mode 100644
index 0c5f0dfef..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasResult.scala
+++ /dev/null
@@ -1,10 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-/**
- * Defines how to build a result from a pipeline state. Pipeline States should extend this and
- * implement [[buildResult]] which computes the final result from their current state.
- * @tparam Result Type of result
- */
-trait HasResult[+Result] {
-  def buildResult(): Result
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/BUILD
deleted file mode 100644
index cbd8c036d..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/BUILD
+++ /dev/null
@@ -1,17 +0,0 @@
-scala_library(
-    sources = [
-        "*.scala",
-    ],
-    compiler_option_sets = ["fatal_warnings"],
-    platform = "java8",
-    strict_deps = True,
-    tags = ["bazel-compatible"],
-    dependencies = [
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "stitch/stitch-core",
-    ],
-    exports = [
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "stitch/stitch-core",
-    ],
-)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/BUILD.docx
new file mode 100644
index 0000000000000000000000000000000000000000..97a20f9a359436a9260b3ec8ba8ced6663e178dd
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/Step.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/Step.scala
deleted file mode 100644
index 99aa9ae87..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/Step.scala
+++ /dev/null
@@ -1,52 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.step
-
-import com.twitter.product_mixer.core.service.Executor
-import com.twitter.product_mixer.core.service.ExecutorResult
-import com.twitter.stitch.Arrow
-
-/**
- * A Step within a Pipeline, a Step is a unitary phase within an entire chain that makes up a pipeline.
- * @tparam State The request domain model.
- * @tparam ExecutorConfig The configs that should be passed into the executor at build time.
- * @tparam ExecutorInput The input type that an executor takes at request time.
- * @tparam ExResult The result that a step's executor will return.
- * @tparam OutputState The final/updated state a step would output, this is typically taking the ExResult
- *                     and mutating/transforming the State.
- */
-trait Step[State, -Config, ExecutorInput, ExResult <: ExecutorResult] {
-
-  /**
-   * Adapt the state into the expected input for the Step's Arrow.
-   *
-   * @param state State object passed into the Step.
-   * @param config The config object used to build the executor arrow or input.
-   * @return ExecutorInput that is used in the arrow of the underlying executor.
-   */
-  def adaptInput(state: State, config: Config): ExecutorInput
-
-  /**
-   * The actual arrow to be executed for the step, taking in the adapted input from [[adaptInput]]
-   * and returning the expected result.
-   * @param config Runtime configurations to configure the arrow with.
-   * @param context Context of Executor.
-   */
-  def arrow(
-    config: Config,
-    context: Executor.Context
-  ): Arrow[ExecutorInput, ExResult]
-
-  /**
-   * Whether the step is considered a noop/empty based off of input being passed in. Empty
-   * steps are skipped when being executed.
-   */
-  def isEmpty(config: Config): Boolean
-
-  /**
-   * Update the passed in state based off of the result from [[arrow]]
-   * @param state State object passed into the Step.
-   * @param executorResult Executor result returned from [[arrow]]
-   * @param config The config object used to build the executor arrow or input.
-   * @return Updated state object passed.
-   */
-  def updateState(state: State, executorResult: ExResult, config: Config): State
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/AsyncFeatureMapStep.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/AsyncFeatureMapStep.docx
new file mode 100644
index 0000000000000000000000000000000000000000..8cbe487b6a8edd0c535652c3c4d5548066a4843b
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/AsyncFeatureMapStep.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/AsyncFeatureMapStep.scala
deleted file mode 100644
index 9f0c787bb..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/AsyncFeatureMapStep.scala
+++ /dev/null
@@ -1,70 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.step.async_feature_map
-
-import com.twitter.product_mixer.core.feature.featuremap.FeatureMap
-import com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap
-import com.twitter.product_mixer.core.model.common.identifier.PipelineStepIdentifier
-import com.twitter.product_mixer.core.pipeline.PipelineQuery
-import com.twitter.product_mixer.core.pipeline.state.HasAsyncFeatureMap
-import com.twitter.product_mixer.core.pipeline.state.HasQuery
-import com.twitter.product_mixer.core.pipeline.step.Step
-import com.twitter.product_mixer.core.service.Executor
-import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutor
-import com.twitter.product_mixer.core.service.async_feature_map_executor.AsyncFeatureMapExecutorResults
-import com.twitter.stitch.Arrow
-import javax.inject.Inject
-
-/**
- * Async Feature Hydrator Step, it takes an existing asyn feature map and executes any hydration
- * needed before the next step. The state object is responsible for keeping the updated query
- * with the updated feature map.
- *
- * @param asyncFeatureMapExecutor Async feature map executor
- *
- * @tparam Query Type of PipelineQuery domain model
- * @tparam State The pipeline state domain model.
- */
-case class AsyncFeatureMapStep[
-  Query <: PipelineQuery,
-  State <: HasQuery[Query, State] with HasAsyncFeatureMap[State]] @Inject() (
-  asyncFeatureMapExecutor: AsyncFeatureMapExecutor)
-    extends Step[
-      State,
-      AsyncFeatureMapStepConfig,
-      AsyncFeatureMap,
-      AsyncFeatureMapExecutorResults
-    ] {
-  override def isEmpty(config: AsyncFeatureMapStepConfig): Boolean = false
-
-  override def adaptInput(
-    state: State,
-    config: AsyncFeatureMapStepConfig
-  ): AsyncFeatureMap = state.asyncFeatureMap
-
-  override def arrow(
-    config: AsyncFeatureMapStepConfig,
-    context: Executor.Context
-  ): Arrow[AsyncFeatureMap, AsyncFeatureMapExecutorResults] =
-    asyncFeatureMapExecutor.arrow(config.stepToHydrateFor, config.currentStep, context)
-
-  override def updateState(
-    state: State,
-    executorResult: AsyncFeatureMapExecutorResults,
-    config: AsyncFeatureMapStepConfig
-  ): State = {
-    val hydratedFeatureMap =
-      executorResult.featureMapsByStep.getOrElse(config.stepToHydrateFor, FeatureMap.empty)
-    if (hydratedFeatureMap.isEmpty) {
-      state
-    } else {
-      val updatedFeatureMap = state.query.features
-        .getOrElse(FeatureMap.empty) ++ hydratedFeatureMap
-      state.updateQuery(
-        state.query
-          .withFeatureMap(updatedFeatureMap).asInstanceOf[Query])
-    }
-  }
-}
-
-case class AsyncFeatureMapStepConfig(
-  stepToHydrateFor: PipelineStepIdentifier,
-  currentStep: PipelineStepIdentifier)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/BUILD.bazel b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/BUILD.bazel
deleted file mode 100644
index 144fc73d8..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/BUILD.bazel
+++ /dev/null
@@ -1,36 +0,0 @@
-scala_library(
-    sources = [
-        "*.scala",
-    ],
-    compiler_option_sets = ["fatal_warnings"],
-    platform = "java8",
-    strict_deps = True,
-    tags = ["bazel-compatible"],
-    dependencies = [
-        "3rdparty/jvm/javax/inject:javax.inject",
-        "finatra/inject/inject-core/src/main/scala",
-        "finatra/inject/inject-core/src/main/scala/com/twitter/inject",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap/asyncfeaturemap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/async_feature_map_executor",
-        "stitch/stitch-core",
-    ],
-    exports = [
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap/asyncfeaturemap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/async_feature_map_executor",
-        "stitch/stitch-core",
-    ],
-)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/async_feature_map/BUILD.docx
new file mode 100644
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/BUILD
deleted file mode 100644
index a15f0c954..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/BUILD
+++ /dev/null
@@ -1,36 +0,0 @@
-scala_library(
-    sources = [
-        "*.scala",
-    ],
-    compiler_option_sets = ["fatal_warnings"],
-    platform = "java8",
-    strict_deps = True,
-    tags = ["bazel-compatible"],
-    dependencies = [
-        "3rdparty/jvm/javax/inject:javax.inject",
-        "finatra/inject/inject-core/src/main/scala",
-        "finatra/inject/inject-core/src/main/scala/com/twitter/inject",
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_feature_hydrator_executor",
-        "stitch/stitch-core",
-    ],
-    exports = [
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/feature_hydrator",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_feature_hydrator_executor",
-        "stitch/stitch-core",
-    ],
-)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/BUILD.docx
new file mode 100644
index 0000000000000000000000000000000000000000..50a95a39d76483124a5d7cdab938b08fdee4565a
GIT binary patch
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/CandidateFeatureHydratorStep.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_feature_hydrator/CandidateFeatureHydratorStep.docx
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_source/CandidateSourceStep.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_source/CandidateSourceStep.scala
deleted file mode 100644
index 359ff64cd..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/candidate_source/CandidateSourceStep.scala
+++ /dev/null
@@ -1,84 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.step.candidate_source
-
-import com.twitter.product_mixer.core.functional_component.candidate_source.BaseCandidateSource
-import com.twitter.product_mixer.core.functional_component.transformer.BaseCandidatePipelineQueryTransformer
-import com.twitter.product_mixer.core.functional_component.transformer.CandidateFeatureTransformer
-import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineResultsTransformer
-import com.twitter.product_mixer.core.model.common.UniversalNoun
-import com.twitter.product_mixer.core.pipeline.PipelineQuery
-import com.twitter.product_mixer.core.pipeline.state.HasCandidatesWithFeatures
-import com.twitter.product_mixer.core.pipeline.state.HasQuery
-import com.twitter.product_mixer.core.pipeline.step.Step
-import com.twitter.product_mixer.core.service.Executor
-import com.twitter.product_mixer.core.service.candidate_source_executor.CandidateSourceExecutor
-import com.twitter.product_mixer.core.service.candidate_source_executor.CandidateSourceExecutorResult
-import com.twitter.stitch.Arrow
-import javax.inject.Inject
-
-/**
- * A candidate source step, which takes the query and gets csandidates from the candidate source.
- *
- * @param candidateSourceExecutor Candidate Source Executor
- * @tparam Query Type of PipelineQuery domain model
- * @tparam Candidate Type of Candidates to filter
- * @tparam State The pipeline state domain model.
- */
-case class CandidateSourceStep[
-  Query <: PipelineQuery,
-  CandidateSourceQuery,
-  CandidateSourceResult,
-  Candidate <: UniversalNoun[Any],
-  State <: HasQuery[Query, State] with HasCandidatesWithFeatures[Candidate, State]] @Inject() (
-  candidateSourceExecutor: CandidateSourceExecutor)
-    extends Step[
-      State,
-      CandidateSourceConfig[Query, CandidateSourceQuery, CandidateSourceResult, Candidate],
-      Query,
-      CandidateSourceExecutorResult[
-        Candidate
-      ]
-    ] {
-  override def isEmpty(
-    config: CandidateSourceConfig[Query, CandidateSourceQuery, CandidateSourceResult, Candidate]
-  ): Boolean = false
-
-  override def adaptInput(
-    state: State,
-    config: CandidateSourceConfig[Query, CandidateSourceQuery, CandidateSourceResult, Candidate]
-  ): Query = state.query
-
-  override def arrow(
-    config: CandidateSourceConfig[Query, CandidateSourceQuery, CandidateSourceResult, Candidate],
-    context: Executor.Context
-  ): Arrow[Query, CandidateSourceExecutorResult[Candidate]] = candidateSourceExecutor.arrow(
-    config.candidateSource,
-    config.queryTransformer,
-    config.resultTransformer,
-    config.resultFeaturesTransformers,
-    context
-  )
-
-  override def updateState(
-    state: State,
-    executorResult: CandidateSourceExecutorResult[Candidate],
-    config: CandidateSourceConfig[Query, CandidateSourceQuery, CandidateSourceResult, Candidate]
-  ): State = state
-    .updateQuery(
-      state.query
-        .withFeatureMap(executorResult.candidateSourceFeatureMap).asInstanceOf[
-          Query]).updateCandidatesWithFeatures(executorResult.candidates)
-}
-
-case class CandidateSourceConfig[
-  Query <: PipelineQuery,
-  CandidateSourceQuery,
-  CandidateSourceResult,
-  Candidate <: UniversalNoun[Any]
-](
-  candidateSource: BaseCandidateSource[CandidateSourceQuery, CandidateSourceResult],
-  queryTransformer: BaseCandidatePipelineQueryTransformer[
-    Query,
-    CandidateSourceQuery
-  ],
-  resultTransformer: CandidatePipelineResultsTransformer[CandidateSourceResult, Candidate],
-  resultFeaturesTransformers: Seq[CandidateFeatureTransformer[CandidateSourceResult]])
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/decorator/BUILD.bazel b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/decorator/BUILD.bazel
deleted file mode 100644
index 88d9b3be9..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/decorator/BUILD.bazel
+++ /dev/null
@@ -1,36 +0,0 @@
-scala_library(
-    sources = [
-        "*.scala",
-    ],
-    compiler_option_sets = ["fatal_warnings"],
-    platform = "java8",
-    strict_deps = True,
-    tags = ["bazel-compatible"],
-    dependencies = [
-        "3rdparty/jvm/javax/inject:javax.inject",
-        "finatra/inject/inject-core/src/main/scala",
-        "finatra/inject/inject-core/src/main/scala/com/twitter/inject",
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_decorator_executor",
-        "stitch/stitch-core",
-    ],
-    exports = [
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/candidate_decorator_executor",
-        "stitch/stitch-core",
-    ],
-)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/decorator/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/decorator/BUILD.docx
new file mode 100644
index 0000000000000000000000000000000000000000..36872cc9f9ca8f39b05c1210d83dd3d8e0e05883
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/domain_marshaller/DomainMarshallerStep.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/domain_marshaller/DomainMarshallerStep.docx
new file mode 100644
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/filter/FilterStep.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/filter/FilterStep.scala
deleted file mode 100644
index f8d9770e1..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/filter/FilterStep.scala
+++ /dev/null
@@ -1,64 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.step.filter
-
-import com.twitter.product_mixer.core.functional_component.filter.Filter
-import com.twitter.product_mixer.core.model.common.CandidateWithFeatures
-import com.twitter.product_mixer.core.model.common.UniversalNoun
-import com.twitter.product_mixer.core.pipeline.PipelineQuery
-import com.twitter.product_mixer.core.pipeline.state.HasCandidatesWithFeatures
-import com.twitter.product_mixer.core.pipeline.state.HasQuery
-import com.twitter.product_mixer.core.pipeline.step.Step
-import com.twitter.product_mixer.core.service.Executor
-import com.twitter.product_mixer.core.service.filter_executor.FilterExecutor
-import com.twitter.product_mixer.core.service.filter_executor.FilterExecutorResult
-import com.twitter.stitch.Arrow
-import javax.inject.Inject
-
-/**
- * A candidate filter step, it takes the input list of candidates and the given filter and applies
- * the filters on the candidates in sequence, returning the final kept candidates list to State.
- *
- * @param filterExecutor Filter Executor
- * @tparam Query Type of PipelineQuery domain model
- * @tparam Candidate Type of Candidates to filter
- * @tparam State The pipeline state domain model.
- */
-case class FilterStep[
-  Query <: PipelineQuery,
-  Candidate <: UniversalNoun[Any],
-  State <: HasQuery[Query, State] with HasCandidatesWithFeatures[
-    Candidate,
-    State
-  ]] @Inject() (filterExecutor: FilterExecutor)
-    extends Step[State, Seq[
-      Filter[Query, Candidate]
-    ], (Query, Seq[CandidateWithFeatures[Candidate]]), FilterExecutorResult[Candidate]] {
-
-  override def isEmpty(config: Seq[Filter[Query, Candidate]]): Boolean = config.isEmpty
-
-  override def adaptInput(
-    state: State,
-    config: Seq[Filter[Query, Candidate]]
-  ): (Query, Seq[CandidateWithFeatures[Candidate]]) =
-    (state.query, state.candidatesWithFeatures)
-
-  override def arrow(
-    config: Seq[Filter[Query, Candidate]],
-    context: Executor.Context
-  ): Arrow[(Query, Seq[CandidateWithFeatures[Candidate]]), FilterExecutorResult[Candidate]] =
-    filterExecutor.arrow(config, context)
-
-  override def updateState(
-    state: State,
-    executorResult: FilterExecutorResult[Candidate],
-    config: Seq[Filter[Query, Candidate]]
-  ): State = {
-    val keptCandidates = executorResult.result
-    val candidatesMap = state.candidatesWithFeatures.map { candidatesWithFeatures =>
-      candidatesWithFeatures.candidate -> candidatesWithFeatures
-    }.toMap
-    val newCandidates = keptCandidates.flatMap { candidate =>
-      candidatesMap.get(candidate)
-    }
-    state.updateCandidatesWithFeatures(newCandidates)
-  }
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate/BUILD b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate/BUILD
deleted file mode 100644
index 5ea9ee1bb..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate/BUILD
+++ /dev/null
@@ -1,36 +0,0 @@
-scala_library(
-    sources = [
-        "*.scala",
-    ],
-    compiler_option_sets = ["fatal_warnings"],
-    platform = "java8",
-    strict_deps = True,
-    tags = ["bazel-compatible"],
-    dependencies = [
-        "3rdparty/jvm/javax/inject:javax.inject",
-        "finatra/inject/inject-core/src/main/scala",
-        "finatra/inject/inject-core/src/main/scala/com/twitter/inject",
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/gate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor",
-        "stitch/stitch-core",
-    ],
-    exports = [
-        "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/gate",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline:query",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service",
-        "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/gate_executor",
-        "stitch/stitch-core",
-    ],
-)
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate/BUILD.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/step/gate/BUILD.docx
new file mode 100644
index 0000000000000000000000000000000000000000..84d1ee9a3a151b783e487c84c719507a73652b31
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasAsyncFeatureMap.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasAsyncFeatureMap.scala
deleted file mode 100644
index 9ff0ed803..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasAsyncFeatureMap.scala
+++ /dev/null
@@ -1,9 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-import com.twitter.product_mixer.core.feature.featuremap.asyncfeaturemap.AsyncFeatureMap
-
-trait HasAsyncFeatureMap[State] {
-  def asyncFeatureMap: AsyncFeatureMap
-
-  private[core] def addAsyncFeatureMap(newFeatureMap: AsyncFeatureMap): State
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidates.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidates.docx
new file mode 100644
index 0000000000000000000000000000000000000000..239e3cfe52a8bf853ddc96e745c01eb18b972991
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diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidates.scala b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidates.scala
deleted file mode 100644
index 85f2937c7..000000000
--- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidates.scala
+++ /dev/null
@@ -1,8 +0,0 @@
-package com.twitter.product_mixer.core.pipeline.state
-
-import com.twitter.product_mixer.core.model.common.UniversalNoun
-
-trait HasCandidates[Candidate <: UniversalNoun[Any], T] {
-  def candidates: Seq[Candidate]
-  def updateCandidates(newCandidates: Seq[Candidate]): T
-}
diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidatesWithDetails.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/state/HasCandidatesWithDetails.docx
new file mode 100644
index 0000000000000000000000000000000000000000..57229f2f2d8856c4b401c5136e315744341f891f
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index fe379c9b9..000000000 --- a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation/RecommendationPipeline.scala +++ /dev/null @@ -1,29 +0,0 @@ -package com.twitter.product_mixer.core.pipeline.recommendation - -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.RecommendationPipelineIdentifier -import com.twitter.product_mixer.core.pipeline.Pipeline -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.stitch.Arrow - -/** - * A Recommendation Pipeline - * - * This is an abstract class, as we only construct these via the [[RecommendationPipelineBuilder]]. - * - * A [[RecommendationPipeline]] is capable of processing requests (queries) and returning responses (results) - * in the correct format to directly send to users. - * - * @tparam Query the domain model for the query or request - * @tparam Candidate the type of the candidates - * @tparam Result the final marshalled result type - */ -abstract class RecommendationPipeline[ - Query <: PipelineQuery, - Candidate <: UniversalNoun[Any], - Result] - extends Pipeline[Query, Result] { - override private[core] val config: RecommendationPipelineConfig[Query, Candidate, _, Result] - override val arrow: Arrow[Query, RecommendationPipelineResult[Candidate, Result]] - override val identifier: RecommendationPipelineIdentifier -} diff --git a/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation/RecommendationPipelineBuilder.docx b/product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/recommendation/RecommendationPipelineBuilder.docx new file mode 100644 index 0000000000000000000000000000000000000000..02f0f9dfbffe020511808e55e4edfb6773540047 GIT binary patch literal 43771 zcmaI+19UD;^DYj@+_7zY$4+)^+qP}n$&PK?wr$(C_0RLZKc4fQZ>@Xvy{5XWuB)ng zrhBGZRst9V82|tP0w6e*Rkc#SFfI`g0ALIZ008Mnsv%%w?Pz4}sH5m+YviCs>uP1$ 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