package com.twitter.representation_manager

import com.twitter.finagle.memcached.{Client => MemcachedClient}
import com.twitter.finagle.stats.StatsReceiver
import com.twitter.frigate.common.store.strato.StratoFetchableStore
import com.twitter.hermit.store.common.ObservedCachedReadableStore
import com.twitter.hermit.store.common.ObservedReadableStore
import com.twitter.representation_manager.config.ClientConfig
import com.twitter.representation_manager.config.DisabledInMemoryCacheParams
import com.twitter.representation_manager.config.EnabledInMemoryCacheParams
import com.twitter.representation_manager.thriftscala.SimClustersEmbeddingView
import com.twitter.simclusters_v2.common.SimClustersEmbedding
import com.twitter.simclusters_v2.thriftscala.InternalId
import com.twitter.simclusters_v2.thriftscala.LocaleEntityId
import com.twitter.simclusters_v2.thriftscala.SimClustersEmbeddingId
import com.twitter.simclusters_v2.thriftscala.TopicId
import com.twitter.simclusters_v2.thriftscala.{SimClustersEmbedding => ThriftSimClustersEmbedding}
import com.twitter.storehaus.ReadableStore
import com.twitter.strato.client.{Client => StratoClient}
import com.twitter.strato.thrift.ScroogeConvImplicits._

/**
 * This is the class that offers features to build readable stores for a given
 * SimClustersEmbeddingView (i.e. embeddingType and modelVersion). It applies ClientConfig
 * for a particular service and build ReadableStores which implement that config.
 */
class StoreBuilder(
  clientConfig: ClientConfig,
  stratoClient: StratoClient,
  memCachedClient: MemcachedClient,
  globalStats: StatsReceiver,
) {
  private val stats =
    globalStats.scope("representation_manager_client").scope(this.getClass.getSimpleName)

  // Column consts
  private val ColPathPrefix = "recommendations/representation_manager/"
  private val SimclustersTweetColPath = ColPathPrefix + "simClustersEmbedding.Tweet"
  private val SimclustersUserColPath = ColPathPrefix + "simClustersEmbedding.User"
  private val SimclustersTopicIdColPath = ColPathPrefix + "simClustersEmbedding.TopicId"
  private val SimclustersLocaleEntityIdColPath =
    ColPathPrefix + "simClustersEmbedding.LocaleEntityId"

  def buildSimclustersTweetEmbeddingStore(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[Long, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersTweetColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))

    addCacheLayer(rawStore, embeddingColumnView)
  }

  def buildSimclustersUserEmbeddingStore(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[Long, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersUserColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))

    addCacheLayer(rawStore, embeddingColumnView)
  }

  def buildSimclustersTopicIdEmbeddingStore(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[TopicId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[TopicId, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersTopicIdColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))

    addCacheLayer(rawStore, embeddingColumnView)
  }

  def buildSimclustersLocaleEntityIdEmbeddingStore(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[LocaleEntityId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[LocaleEntityId, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersLocaleEntityIdColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))

    addCacheLayer(rawStore, embeddingColumnView)
  }

  def buildSimclustersTweetEmbeddingStoreWithEmbeddingIdAsKey(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[SimClustersEmbeddingId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersTweetColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))
    val embeddingIdAsKeyStore = rawStore.composeKeyMapping[SimClustersEmbeddingId] {
      case SimClustersEmbeddingId(_, _, InternalId.TweetId(tweetId)) =>
        tweetId
    }

    addCacheLayer(embeddingIdAsKeyStore, embeddingColumnView)
  }

  def buildSimclustersUserEmbeddingStoreWithEmbeddingIdAsKey(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[SimClustersEmbeddingId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersUserColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))
    val embeddingIdAsKeyStore = rawStore.composeKeyMapping[SimClustersEmbeddingId] {
      case SimClustersEmbeddingId(_, _, InternalId.UserId(userId)) =>
        userId
    }

    addCacheLayer(embeddingIdAsKeyStore, embeddingColumnView)
  }

  def buildSimclustersTopicEmbeddingStoreWithEmbeddingIdAsKey(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[SimClustersEmbeddingId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[TopicId, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersTopicIdColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))
    val embeddingIdAsKeyStore = rawStore.composeKeyMapping[SimClustersEmbeddingId] {
      case SimClustersEmbeddingId(_, _, InternalId.TopicId(topicId)) =>
        topicId
    }

    addCacheLayer(embeddingIdAsKeyStore, embeddingColumnView)
  }

  def buildSimclustersTopicIdEmbeddingStoreWithEmbeddingIdAsKey(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[SimClustersEmbeddingId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[TopicId, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersTopicIdColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))
    val embeddingIdAsKeyStore = rawStore.composeKeyMapping[SimClustersEmbeddingId] {
      case SimClustersEmbeddingId(_, _, InternalId.TopicId(topicId)) =>
        topicId
    }

    addCacheLayer(embeddingIdAsKeyStore, embeddingColumnView)
  }

  def buildSimclustersLocaleEntityIdEmbeddingStoreWithEmbeddingIdAsKey(
    embeddingColumnView: SimClustersEmbeddingView
  ): ReadableStore[SimClustersEmbeddingId, SimClustersEmbedding] = {
    val rawStore = StratoFetchableStore
      .withView[LocaleEntityId, SimClustersEmbeddingView, ThriftSimClustersEmbedding](
        stratoClient,
        SimclustersLocaleEntityIdColPath,
        embeddingColumnView)
      .mapValues(SimClustersEmbedding(_))
    val embeddingIdAsKeyStore = rawStore.composeKeyMapping[SimClustersEmbeddingId] {
      case SimClustersEmbeddingId(_, _, InternalId.LocaleEntityId(localeEntityId)) =>
        localeEntityId
    }

    addCacheLayer(embeddingIdAsKeyStore, embeddingColumnView)
  }

  private def addCacheLayer[K](
    rawStore: ReadableStore[K, SimClustersEmbedding],
    embeddingColumnView: SimClustersEmbeddingView,
  ): ReadableStore[K, SimClustersEmbedding] = {
    // Add in-memory caching based on ClientConfig
    val inMemCacheParams = clientConfig.inMemoryCacheConfig
      .getCacheSetup(embeddingColumnView.embeddingType, embeddingColumnView.modelVersion)

    val statsPerStore = stats
      .scope(embeddingColumnView.embeddingType.name).scope(embeddingColumnView.modelVersion.name)

    inMemCacheParams match {
      case DisabledInMemoryCacheParams =>
        ObservedReadableStore(
          store = rawStore
        )(statsPerStore)
      case EnabledInMemoryCacheParams(ttl, maxKeys, cacheName) =>
        ObservedCachedReadableStore.from[K, SimClustersEmbedding](
          rawStore,
          ttl = ttl,
          maxKeys = maxKeys,
          cacheName = cacheName,
          windowSize = 10000L
        )(statsPerStore)
    }
  }

}