the-algorithm/product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/selector/DropMaxModuleItemCandidates.scala
twitter-team ef4c5eb65e Twitter Recommendation Algorithm
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2023-03-31 17:36:31 -05:00

55 lines
2.6 KiB
Scala

package com.twitter.product_mixer.component_library.selector
import com.twitter.product_mixer.core.functional_component.common.CandidateScope
import com.twitter.product_mixer.core.functional_component.common.SpecificPipelines
import com.twitter.product_mixer.core.functional_component.selector.Selector
import com.twitter.product_mixer.core.functional_component.selector.SelectorResult
import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier
import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails
import com.twitter.product_mixer.core.model.common.presentation.ModuleCandidateWithDetails
import com.twitter.product_mixer.core.pipeline.PipelineQuery
import com.twitter.timelines.configapi.Param
/**
* Limit the number of module item candidates (for 1 or more modules) from a certain candidate
* source.
*
* For example, if maxModuleItemsParam is 3, and a candidatePipeline returned 1 module containing 10
* items in the candidate pool, then these module items will be reduced to the first 3 module items.
* Note that to update the ordering of the candidates, an UpdateModuleItemsCandidateOrderingSelector
* may be used prior to using this selector.
*
* Another example, if maxModuleItemsParam is 3, and a candidatePipeline returned 5 modules each
* containing 10 items in the candidate pool, then the module items in each of the 5 modules will be
* reduced to the first 3 module items.
*
* @note this updates the module in the `remainingCandidates`
*/
case class DropMaxModuleItemCandidates(
candidatePipeline: CandidatePipelineIdentifier,
maxModuleItemsParam: Param[Int])
extends Selector[PipelineQuery] {
override val pipelineScope: CandidateScope = SpecificPipelines(candidatePipeline)
override def apply(
query: PipelineQuery,
remainingCandidates: Seq[CandidateWithDetails],
result: Seq[CandidateWithDetails]
): SelectorResult = {
val maxModuleItemSelections = query.params(maxModuleItemsParam)
assert(maxModuleItemSelections > 0, "Max module item selections must be greater than zero")
val remainingCandidatesLimited = remainingCandidates.map {
case module: ModuleCandidateWithDetails if pipelineScope.contains(module) =>
// this applies to all candidates in a module, even if they are from a different
// candidate source which can happen if items are added to a module during selection
module.copy(candidates = DropSelector.takeUntil(maxModuleItemSelections, module.candidates))
case candidate => candidate
}
SelectorResult(remainingCandidates = remainingCandidatesLimited, result = result)
}
}