Architecture Diagrams for /oryxproject/oryx[edit]
Packages / Module oryx-app-serving / com.cloudera.oryx.app.serving.als

Package com.cloudera.oryx.app.serving.als

Contains an app tier implementation of a Serving Layer, for ALS recommendation.
com.cloudera.oryx.app.serving.als
A
AbstractALSResource
Superclass of all Serving Layer ALS application endpoints.
AllItemIDs
Responds to a GET request to /item/allIDs . CSV output consists of one...
AllUserIDs
Responds to a GET request to /user/allIDs . CSV output consists of one...
Because
Responds to a GET request to /because/[userID]/[itemID](?howMany=n)(&o...
Console
ALS app Serving Layer console.
CosineAverageFunction
Computes the cosine of the angle between a target vector and other vect...
CosineDistanceSensitiveFunction
Implementations of this type of function return a value that depends on...
DotsFunction
Computes the dot product of a target vector and other vectors.
Estimate
Responds to a GET request to /estimate/[userID]/[itemID] . The results...
EstimateForAnonymous
Responds to a GET request to /estimateForAnonymous/[toItemID]/[itemID1...
Ingest
Responds to a POST to /ingest . For each line in the request body, a l...
KnownItems
Responds to a GET request to /knownItems/[userID] . CSV output consist...
MostActiveUsers
Responds to a GET request to /mostActiveUsers(?howMany=n)(&offset=o)(&...
MostPopularItems
Responds to a GET request to /mostPopularItems(?howMany=n)(&offset=o)(...
MostSurprising
Responds to a GET request to /mostSurprising/[userID](?howMany=n)(?off...
PopularRepresentativeItems
Responds to a GET request to /popularRepresentativeItems . The result ...
Preference
Responds to a POST request to /pref/[userID]/[itemID] . The first line...
Recommend
Responds to a GET request to /recommend/[userID](?howMany=n)(&offset=o...
RecommendToAnonymous
Responds to a GET request to /recommendToAnonymous/[itemID1(=value1)](...
RecommendToMany
Responds to a GET request to /recommendToMany/[userID1](/[userID2]/......
RecommendWithContext
Responds to a GET request to /recommendWithContext/[userID]/([itemID1(...
Similarity
Responds to a GET request to /similarity/[itemID1](/[itemID2]/...)(?ho...
SimilarityToItem
Responds to a GET request to /similarityToItem/[toItemID]/[itemID1](/[...
com.cloudera.oryx.app.serving.als.model
ALSServingModel
Contains all data structures needed to serve real-time requests for an ...
ALSServingModelManager
A com.cloudera.oryx.api.serving.ServingModelManager that manages and pr...
LocalitySensitiveHash
TopNConsumer