| Package | Description |
|---|---|
| com.cloudera.oryx.api |
Application API interface classes common to all Layers.
|
| com.cloudera.oryx.api.batch |
Application API interface classes for the Batch Layer.
|
| com.cloudera.oryx.api.serving |
Application API interface classes for the Serving Layer.
|
| com.cloudera.oryx.api.speed |
Application API interface classes for the Speed Layer.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.example.batch |
Contains a minimal example of what a user application would create to implement a
Batch Layer.
|
| com.cloudera.oryx.example.serving |
Contains a minimal example of what a user application would create to implement a
Serving Layer.
|
| com.cloudera.oryx.example.speed |
Contains a minimal example of what a user application would create to implement a
Speed Layer.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.lambda |
Code used across the Lambda tier.
|
| com.cloudera.oryx.lambda.batch |
Contains the core support for the Lambda tier of the Batch Layers.
|
| com.cloudera.oryx.lambda.serving |
Contains the core support for the Lambda tier of the Serving Layers.
|
| com.cloudera.oryx.lambda.speed |
Contains the core support for the Lambda tier of the Speed Layers.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.ml |
Contains the core support for the ML tier of the Batch and Speed layers.
|
| com.cloudera.oryx.ml.param |
This package supports defining hyperparameter ranges and selecting combinations
of hyperparameter values from these ranges.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.app.als |
Support code for rALS recommender application functionality common to several layers.
|
| com.cloudera.oryx.app.batch.mllib.als |
Contains an app tier implementation of a Batch Layer, for ALS recommendations, using Spark MLlib.
|
| com.cloudera.oryx.app.batch.mllib.kmeans |
Contains an app tier implementation of a Batch Layer, for k-means clustering,
using Spark MLlib.
|
| com.cloudera.oryx.app.batch.mllib.rdf |
Contains an app tier implementation of a Batch Layer, for random decision forest-based
clustering and regression, using Spark MLlib.
|
| com.cloudera.oryx.app.classreg.example |
Representations of features and training / test examples that are used inside a
classification or regression process.
|
| com.cloudera.oryx.app.classreg.predict |
Representations of the output of a classification or regression process.
|
| com.cloudera.oryx.app.common.fn |
Contains Java Functions useful across ML tier implementations.
|
| com.cloudera.oryx.app.kmeans |
Support code for the k-means application functionality common to several layers.
|
| com.cloudera.oryx.app.pmml |
Utility code related to parsing, writing and manipulating PMML representations
of models, specific to applications.
|
| com.cloudera.oryx.app.rdf |
Support code for random decision forest application functionality common to several layers,
mostly the scoring support.
|
| com.cloudera.oryx.app.rdf.decision |
Supports decisions on features that are used inside a decision tree scoring process.
|
| com.cloudera.oryx.app.rdf.tree |
Abstractions representing forests, trees, nodes and paths in decision forests.
|
| com.cloudera.oryx.app.schema |
Encapsulation of basic input schema-related information common to many
applications.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.app.speed.als |
Contains an app tier implementation of a Speed Layer, for ALS recommendation.
|
| com.cloudera.oryx.app.speed.kmeans |
Contains an app tier implementation of a Speed Layer, for ALS recommendation.
|
| com.cloudera.oryx.app.speed.rdf |
Contains an app tier implementation of a Speed Layer, for random decision forest
classification and regression.
|
| 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.als.model |
Data model support for the ALS recommender Serving Layer app.
|
| 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.classreg.model | |
| com.cloudera.oryx.app.serving.clustering | |
| com.cloudera.oryx.app.serving.clustering.model |
Contains app tier support code for implementations of clustering in the Serving Layer.
|
| com.cloudera.oryx.app.serving.kmeans |
Contains an app tier implementation of a Serving Layer, for k-means clustering.
|
| com.cloudera.oryx.app.serving.kmeans.model |
Data model support for the k-means clustering Serving Layer app.
|
| 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.app.serving.rdf.model |
Data model support for the random decision forest Serving Layer app.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.batch |
Contains the actual Batch Layer packaged application.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.speed |
Contains the actual Speed Layer packaged application.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.serving |
Contains the actual Serving Layer packaged application.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.common |
Contains utility code common to all implementation modules.
|
| com.cloudera.oryx.common.collection |
Collection-related utility methods and support classes.
|
| com.cloudera.oryx.common.io |
Utility code and methods on top of Java's I/O packages that relate to input/output,
files, readers and writers.
|
| com.cloudera.oryx.common.lang |
Contains utility code related to the JVM, classes, logging and other concerns closely
related to the core language.
|
| com.cloudera.oryx.common.math |
General mathematical functions and related support code, including basic vector and
matrix operations.
|
| com.cloudera.oryx.common.pmml |
Utility code related to parsing, writing and manipulating PMML representations
of models.
|
| com.cloudera.oryx.common.random |
Utility code related to generating randomness and managing random state.
|
| com.cloudera.oryx.common.settings |
Utility code pertaining to application configuration management.
|
| com.cloudera.oryx.common.text |
Contains simple utility functions related to text parsing and formatting.
|
| Package | Description |
|---|---|
| com.cloudera.oryx.kafka.util |
Kafka-related utility code and command-line applications.
|
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