Spell check in 'follow-recommendations-service' folder

ann/src/main/java/com/twitter/ann/hnsw/DistancedItemQueue.java

@@ -18,7 +18,7 @@ public class DistancedItemQueue<U, T> implements Iterable<DistancedItem<T>> {
   private final PriorityQueue<DistancedItem<T>> queue;
   private final boolean minQueue;
   /**
-   * Creates ontainer for items with their distances.
+   * Creates Container for items with their distances.
    *
    * @param origin Origin (reference) point
    * @param initial Initial list of elements to add in the structure

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base/RecommendationFlow.scala

@@ -87,7 +87,7 @@ trait RecommendationFlow[Target, Candidate <: UniversalNoun[Long]]
   protected def selectRanker(target: Target): Ranker[Target, Candidate]
 
   /**
-   * transform the candidates after ranking (e.g. dedupping, grouping and etc)
+   * transform the candidates after ranking (e.g. deduping, grouping and etc)
    */
   protected def postRankerTransform: Transform[Target, Candidate]
 

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/recent_engagement/RepeatedProfileVisitsSource.scala

@@ -105,7 +105,7 @@ class RepeatedProfileVisitsSource @Inject() (
     val recommendationThreshold = params.getInt(RepeatedProfileVisitsParams.RecommendationThreshold)
     val bucketingThreshold = params.getInt(RepeatedProfileVisitsParams.BucketingThreshold)
 
-    // Get the list of repeatedly visited profilts. Only keep accounts with >= bucketingThreshold visits.
+    // Get the list of repeatedly visited profiles. Only keep accounts with >= bucketingThreshold visits.
     val repeatedVisitedAccountsStitch: Stitch[Map[Long, Int]] =
       getRepeatedVisitedAccounts(params, userId).map(_.filter(kv => kv._2 >= bucketingThreshold))
 

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/top_organic_follows_accounts/TopOrganicFollowsAccountsSource.scala

@@ -86,14 +86,14 @@ class TopOrganicFollowsAccountsSource @Inject() (
             debug("candidate source failed identifier = %s".format(identifier), t)
             errorStats.incr()
           })
-          .map(transformOrganicFollowAccountssToCandidateSource)
+          .map(transformOrganicFollowAccountsToCandidateSource)
       }.getOrElse {
         noCountryCodeStats.incr()
         Stitch.value(Seq[CandidateUser]())
       }
   }
 
-  private def transformOrganicFollowAccountssToCandidateSource(
+  private def transformOrganicFollowAccountsToCandidateSource(
     organicFollowsAccounts: Seq[Option[OrganicFollowsAccounts]]
   ): Seq[CandidateUser] = {
     organicFollowsAccounts

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato/StratoClientModule.scala

@@ -56,7 +56,7 @@ object StratoClientModule extends TwitterModule {
   val WTFPostNuxFeaturesPath = "ml/featureStore/onboarding/wtfPostNuxFeatures.User"
   val ElectionCandidatesPath = "onboarding/electionAccounts"
   val UserUserGraphPath = "recommendations/userUserGraph"
-  val WtfDissmissEventsPath = "onboarding/wtfDismissEvents"
+  val WtfDismissEventsPath = "onboarding/wtfDismissEvents"
   val RelatableAccountsPath = "onboarding/userrecs/relatableAccounts"
   val ExtendedNetworkCandidatesPath = "search/account_search/extendedNetworkCandidatesMH"
   val LabeledNotificationPath = "frigate/magicrecs/labeledPushRecsAggregated.User"
@@ -234,7 +234,7 @@ object StratoClientModule extends TwitterModule {
       Unit,
       (Long, (Long, Long)),
       WhoToFollowDismissEventDetails
-    ](WtfDissmissEventsPath)
+    ](WtfDismissEventsPath)
 
   @Provides
   @Singleton

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants/GuiceNamedConstants.scala

@@ -19,7 +19,7 @@ object GuiceNamedConstants {
   final val TWO_HOP_RANDOM_WALK_FETCHER = "two_hop_random_walk_fetcher"
   final val USER_RECOMMENDABILITY_FETCHER = "user_recommendability_fetcher"
   final val USER_STATE_FETCHER = "user_state_fetcher"
-  final val UTT_ACCOUNT_RECOMMENDATIONS_FETCHER = "utt_account_recomendations_fetcher"
+  final val UTT_ACCOUNT_RECOMMENDATIONS_FETCHER = "utt_account_recommendations_fetcher"
   final val UTT_SEED_ACCOUNTS_FETCHER = "utt_seed_accounts_fetcher"
 
   final val ELECTION_CANDIDATES_FETCHER = "election_candidates_fetcher"

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources/BUILD

@@ -32,8 +32,8 @@ scala_library(
         "src/scala/com/twitter/ml/featurestore/catalog/features/core:socialgraph",
         "src/scala/com/twitter/ml/featurestore/catalog/features/core:user",
         "src/scala/com/twitter/ml/featurestore/catalog/features/interests_discovery:user-topic-relationships",
-        "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmaries",
+        "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmaries",             # TODO: too many m's
-        "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmary-aggregates",
+        "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:non-mr-notif-summmary-aggregates",    # TODO: too many m's
         "src/scala/com/twitter/ml/featurestore/catalog/features/magicrecs:nonmr-ntab-summaries",
         "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:mc-user-counting",
         "src/scala/com/twitter/ml/featurestore/catalog/features/onboarding:post-nux-offline",

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker/WeightedCandidateSourceRanker.scala

@@ -54,7 +54,7 @@ class WeightedCandidateSourceRanker[Target <: HasParams](
     // Note 1: Using map instead mapValue here since mapValue somehow caused infinite loop when used as part of Stream.
     val sortAndShuffledCandidates = input.map {
       case (source, candidates) =>
-        // Note 2: toList is required here since candidates is a view, and it will result in infinit loop when used as part of Stream.
+        // Note 2: toList is required here since candidates is a view, and it will result in infinite loop when used as part of Stream.
         // Note 3: there is no real sorting logic here, it assumes the input is already sorted by candidate sources
         val sortedCandidates = candidates.toList
         source -> shuffleFn(sortedCandidates).iterator

follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/SamplingTransformParams.scala

@@ -5,7 +5,7 @@ import com.twitter.timelines.configapi.FSParam
 
 object SamplingTransformParams {
 
-  case object TopKFixed // indicates how many of the fisrt K who-to-follow recommendations are reserved for the candidates with largest K CandidateUser.score where these candidates are sorted in decreasing order of score
+  case object TopKFixed // indicates how many of the first K who-to-follow recommendations are reserved for the candidates with largest K CandidateUser.score where these candidates are sorted in decreasing order of score
       extends FSBoundedParam[Int](
         name = "post_nux_ml_flow_weighted_sampling_top_k_fixed",
         default = 0,

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsFlow.scala

@@ -69,7 +69,7 @@ class PromotedAccountsFlow @Inject() (
   }
 
   /**
-   * transform the candidates after ranking (e.g. dedupping, grouping and etc)
+   * transform the candidates after ranking (e.g. deduping, grouping and etc)
    */
   protected override def postRankerTransform: Transform[
     PromotedAccountsFlowRequest,

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlow.scala

@@ -133,7 +133,7 @@ class ContentRecommenderFlow @Inject() (
     CandidateUser
   ] = {
     new DedupTransform[ContentRecommenderRequest, CandidateUser]
-      .observe(statsReceiver.scope("dedupping"))
+      .observe(statsReceiver.scope("deduping"))
   }
 
   protected override def validateCandidates: Predicate[

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCombinedRankerBuilder.scala

@@ -29,7 +29,7 @@ import com.twitter.timelines.configapi.HasParams
  * - truncating to the top N merged results for ranking
  * - ML ranker
  * - Interleaving ranker for producer-side experiments
- * - impression-based fatigueing
+ * - impression-based fatiguing
  */
 @Singleton
 class PostNuxMlCombinedRankerBuilder[

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlow.scala

@@ -175,7 +175,7 @@ class PostNuxMlFlow @Inject() (
 
   override protected val postRankerTransform: Transform[PostNuxMlRequest, CandidateUser] = {
     new DedupTransform[PostNuxMlRequest, CandidateUser]
-      .observe(statsReceiver.scope("dedupping"))
+      .observe(statsReceiver.scope("deduping"))
       .andThen(
         samplingTransform
           .gated(PostNuxMlParams.SamplingTransformEnabled)

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowFeatureSwitchKeys.scala

@@ -23,5 +23,5 @@ object PostNuxMlFlowFeatureSwitchKeys {
   val EnableSGSPredicate = "post_nux_ml_flow_enable_sgs_predicate"
   val EnableHssPredicate = "post_nux_ml_flow_enable_hss_predicate"
   val GetFollowersFromSgs = "post_nux_ml_flow_get_followers_from_sgs"
-  val TurnOffMLScorerQFThreshold = "post_nux_ml_flow_turn_off_ml_scorer_threhsold"
+  val TurnOffMLScorerQFThreshold = "post_nux_ml_flow_turn_off_ml_scorer_threshold"
 }

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/FrsLogger.scala

@@ -16,7 +16,7 @@ import com.twitter.logging.LoggerFactory
 import com.twitter.product_mixer.core.model.marshalling.request.ClientContext
 import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext
 import com.twitter.scribelib.marshallers.ClientDataProvider
-import com.twitter.scribelib.marshallers.ExternalRefererDataProvider
+import com.twitter.scribelib.marshallers.ExternalReferrerDataProvider
 import com.twitter.scribelib.marshallers.ScribeSerialization
 import com.twitter.timelines.configapi.HasParams
 import com.twitter.util.Time
@@ -125,7 +125,7 @@ object FrsLogger {
     /** The id of the current user. When the user is logged out, this method should return None. */
     override val userId: Option[Long] = clientContext.userId
 
-    /** The id of the guest, which is present in logged-in or loged-out states */
+    /** The id of the guest, which is present in logged-in or logged-out states */
     override val guestId: Option[Long] = clientContext.guestId
 
     /** The personalization id (pid) of the user, used to personalize Twitter services */
@@ -153,12 +153,12 @@ object FrsLogger {
     override val isSsl: Option[Boolean] = Some(true)
 
     /** The referring URL to the current page for web-based clients, if applicable */
-    override val referer: Option[String] = None
+    override val referrer: Option[String] = None
 
     /**
      * The external site, partner, or email that lead to the current Twitter application. Returned value consists of a
      * tuple including the encrypted referral data and the type of referral
      */
-    override val externalReferer: Option[ExternalRefererDataProvider] = None
+    override val externalReferrer: Option[ExternalReferrerDataProvider] = None
   }
 }

follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/FlagsModule.scala

@@ -8,7 +8,7 @@ object FlagsModule extends TwitterModule {
   )
   flag[Boolean](
     name = "interests_opt_out_prod_enabled",
-    help = "Whether to fetch intersts opt out data from the prod strato column or not"
+    help = "Whether to fetch interests opt out data from the prod strato column or not"
   )
   flag[Boolean](
     name = "log_results",

product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/side_effect/ScribeClientEventSideEffect.scala

@@ -98,8 +98,8 @@ trait ScribeClientEventSideEffect[
       override val languageCode = query.clientContext.languageCode
       override val userAgent = query.clientContext.userAgent
       override val isSsl = None
-      override val referer = None
+      override val referrer = None
-      override val externalReferer = None
+      override val externalReferrer = None
     }
   }
 }