the-algorithm/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/OfflineCandidateStoreModule.scala
twitter-team ef4c5eb65e Twitter Recommendation Algorithm
Please note we have force-pushed a new initial commit in order to remove some publicly-available Twitter user information. Note that this process may be required in the future.
2023-03-31 17:36:31 -05:00

151 lines
4.9 KiB
Scala

package com.twitter.cr_mixer.module
import com.google.inject.Provides
import com.twitter.bijection.Injection
import com.twitter.bijection.scrooge.CompactScalaCodec
import com.twitter.cr_mixer.model.ModuleNames
import com.twitter.finagle.mtls.authentication.ServiceIdentifier
import com.twitter.inject.TwitterModule
import com.twitter.simclusters_v2.thriftscala.CandidateTweetsList
import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams
import com.twitter.storehaus.ReadableStore
import com.twitter.storehaus_internal.manhattan.Apollo
import com.twitter.storehaus_internal.manhattan.ManhattanRO
import com.twitter.storehaus_internal.manhattan.ManhattanROConfig
import com.twitter.storehaus_internal.util.ApplicationID
import com.twitter.storehaus_internal.util.DatasetName
import com.twitter.storehaus_internal.util.HDFSPath
import javax.inject.Named
import javax.inject.Singleton
object OfflineCandidateStoreModule extends TwitterModule {
type UserId = Long
implicit val tweetCandidatesInjection: Injection[CandidateTweetsList, Array[Byte]] =
CompactScalaCodec(CandidateTweetsList)
@Provides
@Singleton
@Named(ModuleNames.OfflineTweet2020CandidateStore)
def offlineTweet2020CandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_interestedin_2020"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineTweet2020Hl0El15CandidateStore)
def offlineTweet2020Hl0El15CandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_interestedin_2020_hl_0_el_15"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineTweet2020Hl2El15CandidateStore)
def offlineTweet2020Hl2El15CandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_interestedin_2020_hl_2_el_15"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineTweet2020Hl2El50CandidateStore)
def offlineTweet2020Hl2El50CandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_interestedin_2020_hl_2_el_50"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineTweet2020Hl8El50CandidateStore)
def offlineTweet2020Hl8El50CandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_interestedin_2020_hl_8_el_50"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineTweetMTSCandidateStore)
def offlineTweetMTSCandidateMhStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_mts_consumer_embeddings"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineFavDecayedSumCandidateStore)
def offlineFavDecayedSumCandidateStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_decayed_sum"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineFtrAt5Pop1000RankDecay11CandidateStore)
def offlineFtrAt5Pop1000RankDecay11CandidateStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_ftrat5_pop1000_rank_decay_1_1"
)
}
@Provides
@Singleton
@Named(ModuleNames.OfflineFtrAt5Pop10000RankDecay11CandidateStore)
def offlineFtrAt5Pop10000RankDecay11CandidateStore(
serviceIdentifier: ServiceIdentifier
): ReadableStore[UserId, CandidateTweetsList] = {
buildOfflineCandidateStore(
serviceIdentifier,
datasetName = "offline_tweet_recommendations_from_ftrat5_pop10000_rank_decay_1_1"
)
}
private def buildOfflineCandidateStore(
serviceIdentifier: ServiceIdentifier,
datasetName: String
): ReadableStore[UserId, CandidateTweetsList] = {
ManhattanRO
.getReadableStoreWithMtls[Long, CandidateTweetsList](
ManhattanROConfig(
HDFSPath(""), // not needed
ApplicationID("multi_type_simclusters"),
DatasetName(datasetName),
Apollo
),
ManhattanKVClientMtlsParams(serviceIdentifier)
)
}
}