the-algorithm/graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/GetIntersectionStoreModule.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

92 lines
3.4 KiB
Scala

package com.twitter.graph_feature_service.server.modules
import com.google.inject.Provides
import com.twitter.bijection.scrooge.CompactScalaCodec
import com.twitter.conversions.DurationOps._
import com.twitter.finagle.mtls.authentication.ServiceIdentifier
import com.twitter.finagle.stats.StatsReceiver
import com.twitter.graph_feature_service.common.Configs._
import com.twitter.graph_feature_service.server.stores.GetIntersectionStore
import com.twitter.graph_feature_service.server.stores.GetIntersectionStore.GetIntersectionQuery
import com.twitter.graph_feature_service.thriftscala.CachedIntersectionResult
import com.twitter.hermit.store.common.ObservedMemcachedReadableStore
import com.twitter.inject.TwitterModule
import com.twitter.inject.annotations.Flag
import com.twitter.storehaus.ReadableStore
import com.twitter.storehaus_internal.memcache.MemcacheStore
import com.twitter.storehaus_internal.util.{ClientName, ZkEndPoint}
import com.twitter.util.Duration
import javax.inject.{Named, Singleton}
/**
* Initialize the MemCache based GetIntersectionStore.
* The Key of MemCache is UserId~CandidateId~FeatureTypes~IntersectionIdLimit.
*/
object GetIntersectionStoreModule extends TwitterModule {
private[this] val requestTimeout: Duration = 25.millis
private[this] val retries: Int = 0
@Provides
@Named("ReadThroughGetIntersectionStore")
@Singleton
def provideReadThroughGetIntersectionStore(
graphFeatureServiceWorkerClients: GraphFeatureServiceWorkerClients,
serviceIdentifier: ServiceIdentifier,
@Flag(ServerFlagNames.MemCacheClientName) memCacheName: String,
@Flag(ServerFlagNames.MemCachePath) memCachePath: String
)(
implicit statsReceiver: StatsReceiver
): ReadableStore[GetIntersectionQuery, CachedIntersectionResult] = {
buildMemcacheStore(
graphFeatureServiceWorkerClients,
memCacheName,
memCachePath,
serviceIdentifier)
}
@Provides
@Named("BypassCacheGetIntersectionStore")
@Singleton
def provideReadOnlyGetIntersectionStore(
graphFeatureServiceWorkerClients: GraphFeatureServiceWorkerClients,
)(
implicit statsReceiver: StatsReceiver
): ReadableStore[GetIntersectionQuery, CachedIntersectionResult] = {
// Bypass the Memcache.
GetIntersectionStore(graphFeatureServiceWorkerClients, statsReceiver)
}
private[this] def buildMemcacheStore(
graphFeatureServiceWorkerClients: GraphFeatureServiceWorkerClients,
memCacheName: String,
memCachePath: String,
serviceIdentifier: ServiceIdentifier,
)(
implicit statsReceiver: StatsReceiver
): ReadableStore[GetIntersectionQuery, CachedIntersectionResult] = {
val backingStore = GetIntersectionStore(graphFeatureServiceWorkerClients, statsReceiver)
val cacheClient = MemcacheStore.memcachedClient(
name = ClientName(memCacheName),
dest = ZkEndPoint(memCachePath),
timeout = requestTimeout,
retries = retries,
serviceIdentifier = serviceIdentifier,
statsReceiver = statsReceiver
)
ObservedMemcachedReadableStore.fromCacheClient[GetIntersectionQuery, CachedIntersectionResult](
backingStore = backingStore,
cacheClient = cacheClient,
ttl = MemCacheTTL
)(
valueInjection = LZ4Injection.compose(CompactScalaCodec(CachedIntersectionResult)),
statsReceiver = statsReceiver.scope("mem_cache"),
keyToString = { key =>
s"L~${key.userId}~${key.candidateId}~${key.featureTypesString}~${key.intersectionIdLimit}"
}
)
}
}