Serialized Form (Oryx 2.8.0 API)

Package com.cloudera.oryx.api
- Class com.cloudera.oryx.api.KeyMessageImpl extends Object implements Serializable
  - Serialized Fields
    - key
```
Object key
```
    - message
```
Object message
```
Package com.cloudera.oryx.api.batch
Package com.cloudera.oryx.api.serving
- Class com.cloudera.oryx.api.serving.OryxServingException extends Exception implements Serializable
  - Serialized Fields
    - statusCode
```
javax.ws.rs.core.Response.Status statusCode
```
Package com.cloudera.oryx.app.batch.mllib.als
- Class com.cloudera.oryx.app.batch.mllib.als.ALSUpdate extends MLUpdate<String> implements Serializable
  - Serialized Fields
    - iterations
```
int iterations
```
    - implicit
```
boolean implicit
```
    - logStrength
```
boolean logStrength
```
    - hyperParamValues
```
List<E> hyperParamValues
```
    - noKnownItems
```
boolean noKnownItems
```
    - decayFactor
```
double decayFactor
```
    - decayZeroThreshold
```
double decayZeroThreshold
```
Package com.cloudera.oryx.app.batch.mllib.kmeans
- Class com.cloudera.oryx.app.batch.mllib.kmeans.KMeansUpdate extends MLUpdate<String> implements Serializable
  - Serialized Fields
    - initializationStrategy
```
String initializationStrategy
```
    - maxIterations
```
int maxIterations
```
    - numberOfRuns
```
int numberOfRuns
```
    - hyperParamValues
```
List<E> hyperParamValues
```
    - inputSchema
```
InputSchema inputSchema
```
    - evaluationStrategy
```
KMeansEvalStrategy evaluationStrategy
```
Package com.cloudera.oryx.app.batch.mllib.rdf
- Class com.cloudera.oryx.app.batch.mllib.rdf.RDFUpdate extends MLUpdate<String> implements Serializable
  - Serialized Fields
    - numTrees
```
int numTrees
```
    - hyperParamValues
```
List<E> hyperParamValues
```
    - inputSchema
```
InputSchema inputSchema
```
Package com.cloudera.oryx.app.classreg.example
- Class com.cloudera.oryx.app.classreg.example.CategoricalFeature extends Object implements Serializable
  - Serialized Fields
    - encoding
```
int encoding
```
- Class com.cloudera.oryx.app.classreg.example.Example extends Object implements Serializable
  - Serialized Fields
    - features
```
Feature[] features
```
    - target
```
Feature target
```
    - cachedHashCode
```
int cachedHashCode
```
- Class com.cloudera.oryx.app.classreg.example.NumericFeature extends Object implements Serializable
  - Serialized Fields
    - value
```
double value
```
Package com.cloudera.oryx.app.classreg.predict
- Class com.cloudera.oryx.app.classreg.predict.CategoricalPrediction extends Prediction implements Serializable
  - Serialized Fields
    - categoryCounts
```
double[] categoryCounts
```
      "counts" can be fractional, or less than 1
    - categoryProbabilities
```
double[] categoryProbabilities
```
      Normalized categoryCounts
    - maxCategory
```
int maxCategory
```
- Class com.cloudera.oryx.app.classreg.predict.NumericPrediction extends Prediction implements Serializable
  - Serialized Fields
    - prediction
```
double prediction
```
- Class com.cloudera.oryx.app.classreg.predict.Prediction extends Object implements Serializable
  - Serialized Fields
    - count
```
int count
```
Package com.cloudera.oryx.app.kmeans
- Class com.cloudera.oryx.app.kmeans.ClusterInfo extends Object implements Serializable
  - Serialized Fields
    - id
```
int id
```
    - center
```
double[] center
```
    - count
```
long count
```
- Class com.cloudera.oryx.app.kmeans.EuclideanDistanceFn extends Object implements Serializable
Package com.cloudera.oryx.app.rdf.decision
- Class com.cloudera.oryx.app.rdf.decision.CategoricalDecision extends Decision implements Serializable
  - Serialized Fields
    - activeCategoryEncodings
```
BitSet activeCategoryEncodings
```
    - defaultDecision
```
boolean defaultDecision
```
- Class com.cloudera.oryx.app.rdf.decision.Decision extends Object implements Serializable
  - Serialized Fields
    - featureNumber
```
int featureNumber
```
- Class com.cloudera.oryx.app.rdf.decision.NumericDecision extends Decision implements Serializable
  - Serialized Fields
    - threshold
```
double threshold
```
    - defaultDecision
```
boolean defaultDecision
```
Package com.cloudera.oryx.app.rdf.tree
- Class com.cloudera.oryx.app.rdf.tree.DecisionForest extends Object implements Serializable
  - Serialized Fields
    - trees
```
DecisionTree[] trees
```
    - weights
```
double[] weights
```
    - featureImportances
```
double[] featureImportances
```
- Class com.cloudera.oryx.app.rdf.tree.DecisionNode extends TreeNode implements Serializable
  - Serialized Fields
    - decision
```
Decision decision
```
    - left
```
TreeNode left
```
    - right
```
TreeNode right
```
- Class com.cloudera.oryx.app.rdf.tree.DecisionTree extends Object implements Serializable
  - Serialized Fields
    - root
```
TreeNode root
```
- Class com.cloudera.oryx.app.rdf.tree.TerminalNode extends TreeNode implements Serializable
  - Serialized Fields
    - prediction
```
Prediction prediction
```
- Class com.cloudera.oryx.app.rdf.tree.TreeNode extends Object implements Serializable
  - Serialized Fields
    - id
```
String id
```
Package com.cloudera.oryx.app.schema
- Class com.cloudera.oryx.app.schema.CategoricalValueEncodings extends Object implements Serializable
  - Serialized Fields
    - encodingsForIndex
```
Map<K,V> encodingsForIndex
```
- Class com.cloudera.oryx.app.schema.InputSchema extends Object implements Serializable
  - Serialized Fields
    - featureNames
```
List<E> featureNames
```
    - idFeatures
```
Collection<E> idFeatures
```
    - activeFeatures
```
Collection<E> activeFeatures
```
    - numericFeatures
```
Collection<E> numericFeatures
```
    - categoricalFeatures
```
Collection<E> categoricalFeatures
```
    - targetFeature
```
String targetFeature
```
    - targetFeatureIndex
```
int targetFeatureIndex
```
    - allToPredictorMap
```
com.google.common.collect.BiMap<K,V> allToPredictorMap
```
      Map from index among all features, to index among predictor features only.
Package com.cloudera.oryx.app.serving
- Class com.cloudera.oryx.app.serving.IDCount extends com.cloudera.oryx.app.serving.IDEntity implements Serializable
  - Serialized Fields
    - count
```
int count
```
- Class com.cloudera.oryx.app.serving.IDValue extends com.cloudera.oryx.app.serving.IDEntity implements Serializable
  - Serialized Fields
    - value
```
double value
```
Package com.cloudera.oryx.app.speed.kmeans
- Class com.cloudera.oryx.app.speed.kmeans.KMeansSpeedModel extends Object implements Serializable
  - Serialized Fields
    - clusters
```
List<E> clusters
```
    - distanceFn
```
DistanceFn<T> distanceFn
```
Package com.cloudera.oryx.common.collection
- Class com.cloudera.oryx.common.collection.Pair extends Object implements Serializable
  - Serialized Fields
    - first
```
Object first
```
    - second
```
Object second
```
Package com.cloudera.oryx.common.math
- Class com.cloudera.oryx.common.math.DoubleWeightedMean extends org.apache.commons.math3.stat.descriptive.AbstractStorelessUnivariateStatistic implements Serializable
  - Serialized Fields
    - count
```
long count
```
    - totalWeight
```
double totalWeight
```
    - mean
```
double mean
```
- Class com.cloudera.oryx.common.math.SingularMatrixSolverException extends RuntimeException implements Serializable
  - Serialized Fields
    - apparentRank
```
int apparentRank
```
Package com.cloudera.oryx.example.batch
- Class com.cloudera.oryx.example.batch.ExampleBatchLayerUpdate extends Object implements Serializable
Package com.cloudera.oryx.lambda
- Class com.cloudera.oryx.lambda.DeleteOldDataFn extends Object implements Serializable
  - Serialized Fields
    - hadoopConf
```
org.apache.hadoop.conf.Configuration hadoopConf
```
    - dataDirString
```
String dataDirString
```
    - dirTimestampPattern
```
Pattern dirTimestampPattern
```
    - maxAgeHours
```
int maxAgeHours
```
- Class com.cloudera.oryx.lambda.UpdateOffsetsFn extends Object implements Serializable
  - Serialized Fields
    - group
```
String group
```
    - inputTopicLockMaster
```
String inputTopicLockMaster
```
Package com.cloudera.oryx.lambda.batch
- Class com.cloudera.oryx.lambda.batch.ScalaBatchLayerUpdateAdapter extends Object implements Serializable
  - Serialized Fields
    - scalaUpdate
```
com.cloudera.oryx.api.batch.ScalaBatchLayerUpdate<K,M,U> scalaUpdate
```
Package com.cloudera.oryx.ml
- Class com.cloudera.oryx.ml.MLUpdate extends Object implements Serializable
  - Serialized Fields
    - testFraction
```
double testFraction
```
    - candidates
```
int candidates
```
    - hyperParamSearch
```
String hyperParamSearch
```
    - evalParallelism
```
int evalParallelism
```
    - threshold
```
Double threshold
```
    - maxMessageSize
```
int maxMessageSize
```

Serialized Form

Package com.cloudera.oryx.api

Class com.cloudera.oryx.api.KeyMessageImpl extends Object implements Serializable

Serialized Fields

key

message

Package com.cloudera.oryx.api.batch

Package com.cloudera.oryx.api.serving

Class com.cloudera.oryx.api.serving.OryxServingException extends Exception implements Serializable

Serialized Fields

statusCode

Package com.cloudera.oryx.app.batch.mllib.als

Class com.cloudera.oryx.app.batch.mllib.als.ALSUpdate extends MLUpdate<String> implements Serializable

Serialized Fields

iterations

implicit

logStrength

hyperParamValues

noKnownItems

decayFactor

decayZeroThreshold

Package com.cloudera.oryx.app.batch.mllib.kmeans

Class com.cloudera.oryx.app.batch.mllib.kmeans.KMeansUpdate extends MLUpdate<String> implements Serializable

Serialized Fields

initializationStrategy

maxIterations

numberOfRuns

hyperParamValues

inputSchema

evaluationStrategy

Package com.cloudera.oryx.app.batch.mllib.rdf

Class com.cloudera.oryx.app.batch.mllib.rdf.RDFUpdate extends MLUpdate<String> implements Serializable

Serialized Fields

numTrees

hyperParamValues

inputSchema

Package com.cloudera.oryx.app.classreg.example

Class com.cloudera.oryx.app.classreg.example.CategoricalFeature extends Object implements Serializable

Serialized Fields

encoding

Class com.cloudera.oryx.app.classreg.example.Example extends Object implements Serializable

Serialized Fields

features

target

cachedHashCode

Class com.cloudera.oryx.app.classreg.example.NumericFeature extends Object implements Serializable

Serialized Fields

value

Package com.cloudera.oryx.app.classreg.predict

Class com.cloudera.oryx.app.classreg.predict.CategoricalPrediction extends Prediction implements Serializable

Serialized Fields

categoryCounts

categoryProbabilities

maxCategory

Class com.cloudera.oryx.app.classreg.predict.NumericPrediction extends Prediction implements Serializable

Serialized Fields

prediction

Class com.cloudera.oryx.app.classreg.predict.Prediction extends Object implements Serializable

Serialized Fields

count

Package com.cloudera.oryx.app.kmeans

Class com.cloudera.oryx.app.kmeans.ClusterInfo extends Object implements Serializable

Serialized Fields

id

center

count

Class com.cloudera.oryx.app.kmeans.EuclideanDistanceFn extends Object implements Serializable

Package com.cloudera.oryx.app.rdf.decision

Class com.cloudera.oryx.app.rdf.decision.CategoricalDecision extends Decision implements Serializable

Serialized Fields

activeCategoryEncodings

defaultDecision

Class com.cloudera.oryx.app.rdf.decision.Decision extends Object implements Serializable

Serialized Fields

featureNumber

Class com.cloudera.oryx.app.rdf.decision.NumericDecision extends Decision implements Serializable

Serialized Fields

threshold

defaultDecision

Package com.cloudera.oryx.app.rdf.tree