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TweetSafetyLabel.scala
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TweetSafetyLabel.scala
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package com.twitter.visibility.models
import com.twitter.spam.rtf.thriftscala.SafetyLabelSource
import com.twitter.spam.rtf.{thriftscala => s}
import com.twitter.util.Time
import com.twitter.visibility.util.NamingUtils
sealed trait TweetSafetyLabelType extends SafetyLabelType with Product with Serializable {
lazy val name: String = NamingUtils.getFriendlyName(this)
}
case class TweetSafetyLabel(
labelType: TweetSafetyLabelType,
source: Option[LabelSource] = None,
applicableUsers: Set[Long] = Set.empty,
modelMetadata: Option[TweetModelMetadata] = None,
score: Option[Double] = None,
safetyLabelSource: Option[SafetyLabelSource] = None)
object TweetSafetyLabelType extends SafetyLabelType {
val List: List[TweetSafetyLabelType] = s.SafetyLabelType.list.map(fromThrift)
val ActiveLabels: List[TweetSafetyLabelType] = List.filter { labelType =>
labelType != Unknown && labelType != Deprecated
}
private lazy val nameToValueMap: Map[String, TweetSafetyLabelType] =
List.map(l => l.name.toLowerCase -> l).toMap
def fromName(name: String): Option[TweetSafetyLabelType] = nameToValueMap.get(name.toLowerCase)
private val UnknownThriftSafetyLabelType =
s.SafetyLabelType.EnumUnknownSafetyLabelType(UnknownEnumValue)
private lazy val thriftToModelMap: Map[s.SafetyLabelType, TweetSafetyLabelType] = Map(
s.SafetyLabelType.Abusive -> Abusive,
s.SafetyLabelType.AbusiveBehavior -> AbusiveBehavior,
s.SafetyLabelType.AbusiveBehaviorInsults -> AbusiveBehaviorInsults,
s.SafetyLabelType.AbusiveBehaviorViolentThreat -> AbusiveBehaviorViolentThreat,
s.SafetyLabelType.AbusiveBehaviorMajorAbuse -> AbusiveBehaviorMajorAbuse,
s.SafetyLabelType.AbusiveHighRecall -> AbusiveHighRecall,
s.SafetyLabelType.AdsManagerDenyList -> AdsManagerDenyList,
s.SafetyLabelType.AgathaSpam -> AgathaSpam,
s.SafetyLabelType.Automation -> Automation,
s.SafetyLabelType.AutomationHighRecall -> AutomationHighRecall,
s.SafetyLabelType.Bounce -> Bounce,
s.SafetyLabelType.BounceEdits -> BounceEdits,
s.SafetyLabelType.BrandSafetyNsfaAggregate -> BrandSafetyNsfaAggregate,
s.SafetyLabelType.BrandSafetyExperimental1 -> BrandSafetyExperimental1,
s.SafetyLabelType.BrandSafetyExperimental2 -> BrandSafetyExperimental2,
s.SafetyLabelType.BrandSafetyExperimental3 -> BrandSafetyExperimental3,
s.SafetyLabelType.BrandSafetyExperimental4 -> BrandSafetyExperimental4,
s.SafetyLabelType.BystanderAbusive -> BystanderAbusive,
s.SafetyLabelType.CopypastaSpam -> CopypastaSpam,
s.SafetyLabelType.DoNotAmplify -> DoNotAmplify,
s.SafetyLabelType.DownrankSpamReply -> DownrankSpamReply,
s.SafetyLabelType.DuplicateContent -> DuplicateContent,
s.SafetyLabelType.DuplicateMention -> DuplicateMention,
s.SafetyLabelType.DynamicProductAd -> DynamicProductAd,
s.SafetyLabelType.EdiDevelopmentOnly -> EdiDevelopmentOnly,
s.SafetyLabelType.ExperimentalNudge -> ExperimentalNudge,
s.SafetyLabelType.ExperimentalSensitiveIllegal2 -> ExperimentalSensitiveIllegal2,
s.SafetyLabelType.ForEmergencyUseOnly -> ForEmergencyUseOnly,
s.SafetyLabelType.GoreAndViolence -> GoreAndViolence,
s.SafetyLabelType.GoreAndViolenceHighPrecision -> GoreAndViolenceHighPrecision,
s.SafetyLabelType.GoreAndViolenceHighRecall -> GoreAndViolenceHighRecall,
s.SafetyLabelType.GoreAndViolenceReportedHeuristics -> GoreAndViolenceReportedHeuristics,
s.SafetyLabelType.GoreAndViolenceTopicHighRecall -> GoreAndViolenceTopicHighRecall,
s.SafetyLabelType.HatefulConduct -> HatefulConduct,
s.SafetyLabelType.HatefulConductViolentThreat -> HatefulConductViolentThreat,
s.SafetyLabelType.HighCryptospamScore -> HighCryptospamScore,
s.SafetyLabelType.HighPReportedTweetScore -> HighPReportedTweetScore,
s.SafetyLabelType.HighPSpammyTweetScore -> HighPSpammyTweetScore,
s.SafetyLabelType.HighPblockScore -> HighPblockScore,
s.SafetyLabelType.HighProactiveTosScore -> HighProactiveTosScore,
s.SafetyLabelType.HighSpammyTweetContentScore -> HighSpammyTweetContentScore,
s.SafetyLabelType.HighToxicityScore -> HighToxicityScore,
s.SafetyLabelType.HighlyReportedAndMidhighToxicityScore -> HighlyReportedAndMidhighToxicityScore,
s.SafetyLabelType.HighlyReportedTweet -> HighlyReportedTweet,
s.SafetyLabelType.InterstitialDevelopmentOnly -> InterstitialDevelopmentOnly,
s.SafetyLabelType.IpiDevelopmentOnly -> IpiDevelopmentOnly,
s.SafetyLabelType.LiveLowQuality -> LiveLowQuality,
s.SafetyLabelType.LowQuality -> LowQuality,
s.SafetyLabelType.LowQualityMention -> LowQualityMention,
s.SafetyLabelType.MisinfoCivic -> MisinfoCivic,
s.SafetyLabelType.MisinfoCrisis -> MisinfoCrisis,
s.SafetyLabelType.MisinfoGeneric -> MisinfoGeneric,
s.SafetyLabelType.MisinfoMedical -> MisinfoMedical,
s.SafetyLabelType.NsfaHighPrecision -> NsfaHighPrecision,
s.SafetyLabelType.NsfaHighRecall -> NsfaHighRecall,
s.SafetyLabelType.NsfwCardImage -> NsfwCardImage,
s.SafetyLabelType.NsfwHighPrecision -> NsfwHighPrecision,
s.SafetyLabelType.NsfwHighRecall -> NsfwHighRecall,
s.SafetyLabelType.NsfwReportedHeuristics -> NsfwReportedHeuristics,
s.SafetyLabelType.NsfwText -> NsfwText,
s.SafetyLabelType.NsfwTextHighPrecision -> NsfwTextHighPrecision,
s.SafetyLabelType.NsfwVideo -> NsfwVideo,
s.SafetyLabelType.PNegMultimodalHighPrecision -> PNegMultimodalHighPrecision,
s.SafetyLabelType.PNegMultimodalHighRecall -> PNegMultimodalHighRecall,
s.SafetyLabelType.Pdna -> Pdna,
s.SafetyLabelType.RecommendationsLowQuality -> RecommendationsLowQuality,
s.SafetyLabelType.RitoActionedTweet -> RitoActionedTweet,
s.SafetyLabelType.SafetyCrisis -> SafetyCrisis,
s.SafetyLabelType.SearchBlacklist -> SearchBlacklist,
s.SafetyLabelType.SearchBlacklistHighRecall -> SearchBlacklistHighRecall,
s.SafetyLabelType.SemanticCoreMisinformation -> SemanticCoreMisinformation,
s.SafetyLabelType.SmyteSpamTweet -> SmyteSpamTweet,
s.SafetyLabelType.Spam -> Spam,
s.SafetyLabelType.SpamHighRecall -> SpamHighRecall,
s.SafetyLabelType.TombstoneDevelopmentOnly -> TombstoneDevelopmentOnly,
s.SafetyLabelType.TweetContainsHatefulConductSlurHighSeverity -> TweetContainsHatefulConductSlurHighSeverity,
s.SafetyLabelType.TweetContainsHatefulConductSlurMediumSeverity -> TweetContainsHatefulConductSlurMediumSeverity,
s.SafetyLabelType.TweetContainsHatefulConductSlurLowSeverity -> TweetContainsHatefulConductSlurLowSeverity,
s.SafetyLabelType.UnsafeUrl -> UnsafeUrl,
s.SafetyLabelType.UntrustedUrl -> UntrustedUrl,
s.SafetyLabelType.FosnrHatefulConduct -> FosnrHatefulConduct,
s.SafetyLabelType.FosnrHatefulConductLowSeveritySlur -> FosnrHatefulConductLowSeveritySlur,
s.SafetyLabelType.AbusiveHighRecall2 -> Deprecated,
s.SafetyLabelType.AbusiveHighRecall3 -> Deprecated,
s.SafetyLabelType.BrazilianPoliticalTweet -> Deprecated,
s.SafetyLabelType.BystanderAbusive2 -> Deprecated,
s.SafetyLabelType.BystanderAbusive3 -> Deprecated,
s.SafetyLabelType.DeprecatedLabel144 -> Deprecated,
s.SafetyLabelType.Experimental10Seh -> Deprecated,
s.SafetyLabelType.Experimental11Seh -> Deprecated,
s.SafetyLabelType.Experimental12Seh -> Deprecated,
s.SafetyLabelType.Experimental13Seh -> Deprecated,
s.SafetyLabelType.Experimental14Seh -> Deprecated,
s.SafetyLabelType.Experimental15Seh -> Deprecated,
s.SafetyLabelType.Experimental16Seh -> Deprecated,
s.SafetyLabelType.Experimental17Seh -> Deprecated,
s.SafetyLabelType.Experimental18Seh -> Deprecated,
s.SafetyLabelType.Experimental19Seh -> Deprecated,
s.SafetyLabelType.Experimental1Seh -> Deprecated,
s.SafetyLabelType.Experimental20Seh -> Deprecated,
s.SafetyLabelType.Experimental21Seh -> Deprecated,
s.SafetyLabelType.Experimental22Seh -> Deprecated,
s.SafetyLabelType.Experimental23Seh -> Deprecated,
s.SafetyLabelType.Experimental24Seh -> Deprecated,
s.SafetyLabelType.Experimental25Seh -> Deprecated,
s.SafetyLabelType.Experimental2Seh -> Deprecated,
s.SafetyLabelType.Experimental3Seh -> Deprecated,
s.SafetyLabelType.Experimental4Seh -> Deprecated,
s.SafetyLabelType.Experimental5Seh -> Deprecated,
s.SafetyLabelType.Experimental6Seh -> Deprecated,
s.SafetyLabelType.Experimental7Seh -> Deprecated,
s.SafetyLabelType.Experimental8Seh -> Deprecated,
s.SafetyLabelType.Experimental9Seh -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore1 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore10 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore2 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore3 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore4 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore5 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore6 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore7 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore8 -> Deprecated,
s.SafetyLabelType.ExperimentalHighHealthModelScore9 -> Deprecated,
s.SafetyLabelType.ExperimentalSensitiveIllegal1 -> Deprecated,
s.SafetyLabelType.ExperimentalSensitiveIllegal3 -> Deprecated,
s.SafetyLabelType.ExperimentalSensitiveIllegal4 -> Deprecated,
s.SafetyLabelType.ExperimentalSensitiveIllegal5 -> Deprecated,
s.SafetyLabelType.ExperimentalSensitiveIllegal6 -> Deprecated,
s.SafetyLabelType.ExperimentalSpam1 -> Deprecated,
s.SafetyLabelType.ExperimentalSpam2 -> Deprecated,
s.SafetyLabelType.ExperimentalSpam3 -> Deprecated,
s.SafetyLabelType.Experimentation -> Deprecated,
s.SafetyLabelType.Experimentation2 -> Deprecated,
s.SafetyLabelType.Experimentation3 -> Deprecated,
s.SafetyLabelType.HighlyReportedImage -> Deprecated,
s.SafetyLabelType.HighToxicityHoldbackModelScore -> Deprecated,
s.SafetyLabelType.LowQualityHighRecall -> Deprecated,
s.SafetyLabelType.MagicRecsDenylist -> Deprecated,
s.SafetyLabelType.MisinfoCovid19 -> Deprecated,
s.SafetyLabelType.MsnfoBrazilianElection -> Deprecated,
s.SafetyLabelType.MsnfoCovid19Vaccine -> Deprecated,
s.SafetyLabelType.MsnfoFrenchElection -> Deprecated,
s.SafetyLabelType.MsnfoPhilippineElection -> Deprecated,
s.SafetyLabelType.MsnfoUsElection -> Deprecated,
s.SafetyLabelType.NsfwNearPerfect -> Deprecated,
s.SafetyLabelType.PersonaNonGrata -> Deprecated,
s.SafetyLabelType.PMisinfoCombined15 -> Deprecated,
s.SafetyLabelType.PMisinfoCombined30 -> Deprecated,
s.SafetyLabelType.PMisinfoCombined50 -> Deprecated,
s.SafetyLabelType.PMisinfoDenylist -> Deprecated,
s.SafetyLabelType.PMisinfoPVeracityNudge -> Deprecated,
s.SafetyLabelType.PoliticalTweetExperimental1 -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecall -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecallContainsSelfHarm -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecallEncourageSelfHarm -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecallEpisodic -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecallEpisodicHatefulConduct -> Deprecated,
s.SafetyLabelType.ProactiveTosHighRecallOtherAbusePolicy -> Deprecated,
s.SafetyLabelType.ProjectLibra -> Deprecated,
s.SafetyLabelType.SearchHighVisibilityDenylist -> Deprecated,
s.SafetyLabelType.SearchHighVisibilityHighRecallDenylist -> Deprecated,
s.SafetyLabelType.Reserved162 -> Deprecated,
s.SafetyLabelType.Reserved163 -> Deprecated,
s.SafetyLabelType.Reserved164 -> Deprecated,
s.SafetyLabelType.Reserved165 -> Deprecated,
s.SafetyLabelType.Reserved166 -> Deprecated,
s.SafetyLabelType.Reserved167 -> Deprecated,
s.SafetyLabelType.Reserved168 -> Deprecated,
s.SafetyLabelType.Reserved169 -> Deprecated,
s.SafetyLabelType.Reserved170 -> Deprecated,
)
private lazy val modelToThriftMap: Map[TweetSafetyLabelType, s.SafetyLabelType] =
(for ((k, v) <- thriftToModelMap) yield (v, k)) ++ Map(
Deprecated -> s.SafetyLabelType.EnumUnknownSafetyLabelType(DeprecatedEnumValue),
)
case object Abusive extends TweetSafetyLabelType
case object AbusiveBehavior extends TweetSafetyLabelType
case object AbusiveBehaviorInsults extends TweetSafetyLabelType
case object AbusiveBehaviorViolentThreat extends TweetSafetyLabelType
case object AbusiveBehaviorMajorAbuse extends TweetSafetyLabelType
case object AbusiveHighRecall extends TweetSafetyLabelType
case object Automation extends TweetSafetyLabelType
case object AutomationHighRecall extends TweetSafetyLabelType
case object Bounce extends TweetSafetyLabelType
case object BystanderAbusive extends TweetSafetyLabelType
case object NsfaHighRecall extends TweetSafetyLabelType
case object DuplicateContent extends TweetSafetyLabelType
case object DuplicateMention extends TweetSafetyLabelType
case object GoreAndViolence extends TweetSafetyLabelType {
val DeprecatedAt: Time = Time.at("2019-09-12 00:00:00 UTC")
}
case object GoreAndViolenceHighRecall extends TweetSafetyLabelType
case object LiveLowQuality extends TweetSafetyLabelType
case object LowQuality extends TweetSafetyLabelType
case object LowQualityMention extends TweetSafetyLabelType
case object NsfwCardImage extends TweetSafetyLabelType
case object NsfwHighRecall extends TweetSafetyLabelType
case object NsfwHighPrecision extends TweetSafetyLabelType
case object NsfwVideo extends TweetSafetyLabelType
case object Pdna extends TweetSafetyLabelType
case object RecommendationsLowQuality extends TweetSafetyLabelType
case object SearchBlacklist extends TweetSafetyLabelType
case object Spam extends TweetSafetyLabelType
case object SpamHighRecall extends TweetSafetyLabelType
case object UntrustedUrl extends TweetSafetyLabelType
case object HighToxicityScore extends TweetSafetyLabelType
case object HighPblockScore extends TweetSafetyLabelType
case object SearchBlacklistHighRecall extends TweetSafetyLabelType
case object ForEmergencyUseOnly extends TweetSafetyLabelType
case object HighProactiveTosScore extends TweetSafetyLabelType
case object SafetyCrisis extends TweetSafetyLabelType
case object MisinfoCivic extends TweetSafetyLabelType
case object MisinfoCrisis extends TweetSafetyLabelType
case object MisinfoGeneric extends TweetSafetyLabelType
case object MisinfoMedical extends TweetSafetyLabelType
case object AdsManagerDenyList extends TweetSafetyLabelType
case object GoreAndViolenceHighPrecision extends TweetSafetyLabelType
case object NsfwReportedHeuristics extends TweetSafetyLabelType
case object GoreAndViolenceReportedHeuristics extends TweetSafetyLabelType
case object HighPSpammyTweetScore extends TweetSafetyLabelType
case object DoNotAmplify extends TweetSafetyLabelType
case object HighlyReportedTweet extends TweetSafetyLabelType
case object AgathaSpam extends TweetSafetyLabelType
case object SmyteSpamTweet extends TweetSafetyLabelType
case object SemanticCoreMisinformation extends TweetSafetyLabelType
case object HighPReportedTweetScore extends TweetSafetyLabelType
case object HighSpammyTweetContentScore extends TweetSafetyLabelType
case object GoreAndViolenceTopicHighRecall extends TweetSafetyLabelType
case object CopypastaSpam extends TweetSafetyLabelType
case object ExperimentalSensitiveIllegal2 extends TweetSafetyLabelType
case object DownrankSpamReply extends TweetSafetyLabelType
case object NsfwText extends TweetSafetyLabelType
case object HighlyReportedAndMidhighToxicityScore extends TweetSafetyLabelType
case object DynamicProductAd extends TweetSafetyLabelType
case object TombstoneDevelopmentOnly extends TweetSafetyLabelType
case object TweetContainsHatefulConductSlurHighSeverity extends TweetSafetyLabelType
case object TweetContainsHatefulConductSlurMediumSeverity extends TweetSafetyLabelType
case object TweetContainsHatefulConductSlurLowSeverity extends TweetSafetyLabelType
case object RitoActionedTweet extends TweetSafetyLabelType
case object ExperimentalNudge extends TweetSafetyLabelType
case object PNegMultimodalHighPrecision extends TweetSafetyLabelType
case object PNegMultimodalHighRecall extends TweetSafetyLabelType
case object BrandSafetyNsfaAggregate extends TweetSafetyLabelType
case object HighCryptospamScore extends TweetSafetyLabelType
case object IpiDevelopmentOnly extends TweetSafetyLabelType
case object BounceEdits extends TweetSafetyLabelType
case object UnsafeUrl extends TweetSafetyLabelType
case object InterstitialDevelopmentOnly extends TweetSafetyLabelType
case object EdiDevelopmentOnly extends TweetSafetyLabelType
case object NsfwTextHighPrecision extends TweetSafetyLabelType
case object HatefulConduct extends TweetSafetyLabelType
case object HatefulConductViolentThreat extends TweetSafetyLabelType
case object NsfaHighPrecision extends TweetSafetyLabelType
case object BrandSafetyExperimental1 extends TweetSafetyLabelType
case object BrandSafetyExperimental2 extends TweetSafetyLabelType
case object BrandSafetyExperimental3 extends TweetSafetyLabelType
case object BrandSafetyExperimental4 extends TweetSafetyLabelType
case object FosnrHatefulConduct extends TweetSafetyLabelType
case object FosnrHatefulConductLowSeveritySlur extends TweetSafetyLabelType
case object Deprecated extends TweetSafetyLabelType
case object Unknown extends TweetSafetyLabelType
def fromThrift(safetyLabelType: s.SafetyLabelType): TweetSafetyLabelType =
thriftToModelMap.get(safetyLabelType) match {
case Some(tweetSafetyLabelType) => tweetSafetyLabelType
case _ =>
safetyLabelType match {
case s.SafetyLabelType.EnumUnknownSafetyLabelType(DeprecatedEnumValue) => Deprecated
case _ =>
Unknown
}
}
def toThrift(safetyLabelType: TweetSafetyLabelType): s.SafetyLabelType = {
modelToThriftMap.getOrElse(safetyLabelType, UnknownThriftSafetyLabelType)
}
}
object TweetSafetyLabel {
def fromThrift(safetyLabelValue: s.SafetyLabelValue): TweetSafetyLabel =
fromTuple(safetyLabelValue.labelType, safetyLabelValue.label)
def fromTuple(
safetyLabelType: s.SafetyLabelType,
safetyLabel: s.SafetyLabel
): TweetSafetyLabel = {
TweetSafetyLabel(
labelType = TweetSafetyLabelType.fromThrift(safetyLabelType),
source = safetyLabel.source.flatMap(LabelSource.fromString),
safetyLabelSource = safetyLabel.safetyLabelSource,
applicableUsers = safetyLabel.applicableUsers
.map { perspectivalUsers =>
(perspectivalUsers map {
_.userId
}).toSet
}.getOrElse(Set.empty),
score = safetyLabel.score,
modelMetadata = safetyLabel.modelMetadata.flatMap(TweetModelMetadata.fromThrift)
)
}
def toThrift(tweetSafetyLabel: TweetSafetyLabel): s.SafetyLabelValue = {
s.SafetyLabelValue(
labelType = TweetSafetyLabelType.toThrift(tweetSafetyLabel.labelType),
label = s.SafetyLabel(
applicableUsers = if (tweetSafetyLabel.applicableUsers.nonEmpty) {
Some(tweetSafetyLabel.applicableUsers.toSeq.map {
s.PerspectivalUser(_)
})
} else {
None
},
source = tweetSafetyLabel.source.map(_.name),
score = tweetSafetyLabel.score,
modelMetadata = tweetSafetyLabel.modelMetadata.map(TweetModelMetadata.toThrift)
)
)
}
}