Package | Description |
---|---|
com.cloudera.oryx.app.serving |
Contains common code supporting several implementations of an app-tier Serving Layer.
|
com.cloudera.oryx.app.serving.als |
Contains an app tier implementation of a Serving Layer, for ALS recommendation.
|
com.cloudera.oryx.app.serving.classreg |
Contains app tier support code for implementations of classification and
regression in the Serving Layer.
|
com.cloudera.oryx.app.serving.clustering | |
com.cloudera.oryx.app.serving.kmeans |
Contains an app tier implementation of a Serving Layer, for k-means clustering.
|
com.cloudera.oryx.app.serving.rdf |
Contains an app tier implementation of a Serving Layer, for random decision forest
classification and regression.
|
com.cloudera.oryx.example.serving |
Contains a minimal example of what a user application would create to implement a
Serving Layer.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractOryxResource
Superclass of all Serving Layer application endpoints.
|
class |
Ready
Responds to a HEAD or GET request to
/ready
and returns Response.Status#OK
or Response.Status#SERVICE_UNAVAILABLE status depending or whether the model is
available or not. |
Modifier and Type | Class and Description |
---|---|
class |
AllItemIDs
Responds to a GET request to
/item/allIDs . |
class |
AllUserIDs
Responds to a GET request to
/user/allIDs . |
class |
Because
Responds to a GET request to
/because/[userID]/[itemID](?howMany=n)(&offset=o) . |
class |
Estimate
Responds to a GET request to
/estimate/[userID]/[itemID] . |
class |
EstimateForAnonymous
Responds to a GET request to
/estimateForAnonymous/[toItemID]/[itemID1(=value1)](/[itemID2(=value2)]/...) . |
class |
Ingest
Responds to a POST to
/ingest . |
class |
KnownItems
Responds to a GET request to
/knownItems/[userID] . |
class |
MostActiveUsers
Responds to a GET request to
/mostActiveUsers(?howMany=n)(&offset=o)(&rescorerParams=...) |
class |
MostPopularItems
Responds to a GET request to
/mostPopularItems(?howMany=n)(&offset=o)(&rescorerParams=...) |
class |
MostSurprising
Responds to a GET request to
/mostSurprising/[userID](?howMany=n)(?offset=o) . |
class |
PopularRepresentativeItems
Responds to a GET request to
/popularRepresentativeItems . |
class |
Preference
Responds to a POST request to
/pref/[userID]/[itemID] . |
class |
Recommend
Responds to a GET request to
/recommend/[userID](?howMany=n)(&offset=o)(&considerKnownItems=c)(&rescorerParams=...) |
class |
RecommendToAnonymous
Responds to a GET request to
/recommendToAnonymous/[itemID1(=value1)](/[itemID2(=value2)]/...)(?howMany=n)(&offset=o)(&rescorerParams=...) |
class |
RecommendToMany
Responds to a GET request to
/recommendToMany/[userID1](/[userID2]/...)(?howMany=n)(&offset=o)(&considerKnownItems=c)(&rescorerParams=...) |
class |
RecommendWithContext
Responds to a GET request to
/recommendWithContext/[userID]/([itemID1(=value1)]/...)
(?howMany=n)(&offset=o)(&considerKnownItems=c)(&rescorerParams=...) |
class |
Similarity
Responds to a GET request to
/similarity/[itemID1](/[itemID2]/...)(?howMany=n)(&offset=o)(&rescorerParams=...) |
class |
SimilarityToItem
Responds to a GET request to
/similarityToItem/[toItemID]/[itemID1](/[itemID2]/...) . |
Modifier and Type | Class and Description |
---|---|
class |
Predict
Responds to a GET request to
/predict/[datum] , or a POST to /predict
containing several data points, one on each line. |
class |
Train
Responds to POST request to
/train . |
Modifier and Type | Class and Description |
---|---|
class |
Assign
Responds to a GET request to
/assign/[datum] , or a POST to /assign
containing several data points, one on each line. |
Modifier and Type | Class and Description |
---|---|
class |
DistanceToNearest
Responds to a GET request to
/distanceToNearest/[datum] . |
Modifier and Type | Class and Description |
---|---|
class |
ClassificationDistribution
Responds to a GET request to
/classificationDistribution/[datum] . |
class |
FeatureImportance
Responds to a GET request to
/feature/importance or
/feature/importance/[feature number] . |
Modifier and Type | Class and Description |
---|---|
class |
Add
Responds to a POST request to
/add/[line] . |
class |
Distinct
Responds to a GET request to
/distinct . |
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