Oryx Architecture Diagrams | documentation produced by SourceSpy

Interface com.cloudera.oryx.api.batch.BatchLayerUpdate

https://github.com/OryxProject/oryx/blob/master/framework/oryx-api/src/main/java/com/cloudera/oryx/api/batch/BatchLayerUpdate.java#L26
Implementations of this interface define the update process for an instance of the batch layer. It specifies what happens in one batch update cycle. Given the time, and access to both past and current data, it defines some update process in Spark, which produces some output (e.g. a machine learning model in PMML). @param < K > type of key read from input topic @param < M > type of message read from input topic @param < U > type of model message written @since 2.0.0
Context
Class/Interface Hierarchy
Class Associations
Module oryx-api
BatchLayerUpdate
com.cloudera.oryx.api.batch
BatchLayerUpdate
ExampleBatchLayerUpdate
MockBatchUpdate
ScalaBatchLayerUpdateAdapter
MLUpdate (abstr)
ALSUpdate
KMeansUpdate
RDFUpdate
MockMLUpdate
LjiSerializable;
Implementations of this interface define the update process for an instance of the batch layer. I...
A specialization of MLUpdate that creates a matrix factorization model of itsinput, using the Al...
Update function that builds and evaluates k-means models in the Batch Layer.
Update function that builds and evaluates random decision forest models in the Batch Layer.
Input keys are ignored. Values are treated as lines of space-separated text. The job counts, for ...
A dummy BatchLayerUpdate that collects data seen by theframework in a given List . Assists testing.
Adapts a ScalaBatchLayerUpdate to be a Java BatchLayerUpdate . @param < K > type of key read from...
A specialization of BatchLayerUpdate for machine learning-orientedupdate processes. This implemen...
A dummy MLUpdate that collects data seen by the framework in given List s. Assists testing.
BatchLayerUpdate
BatchUpdateFunction
Implementations of this interface define the update process for an instance of the batch layer. I...
Framework for executing the batch layer update, and storing data to persistent storage, in the co...
updateInstance