org.apache.hadoop.hive.ql.udf.generic

Class GenericUDAFVariance

java.lang.Object

org.apache.hadoop.hive.ql.udf.generic.AbstractGenericUDAFResolver

org.apache.hadoop.hive.ql.udf.generic.GenericUDAFVariance

All Implemented Interfaces:

GenericUDAFResolver, GenericUDAFResolver2

Direct Known Subclasses:

GenericUDAFStd, GenericUDAFStdSample, GenericUDAFVarianceSample

public class GenericUDAFVariance
extends AbstractGenericUDAFResolver

Compute the variance. This class is extended by: GenericUDAFVarianceSample GenericUDAFStd GenericUDAFStdSample

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GenericUDAFVariance.GenericUDAFVarianceEvaluator Evaluate the variance using the algorithm described by Chan, Golub, and LeVeque in "Algorithms for computing the sample variance: analysis and recommendations" The American Statistician, 37 (1983) pp.
static class	GenericUDAFVariance.VarianceKind

Constructor Summary

Constructors

Constructor and Description
GenericUDAFVariance()

Method Summary

Modifier and Type	Method and Description
static double	calculateIntermediate(long count, double sum, double value, double variance)
static double	calculateMerge(long partialCount, long mergeCount, double partialSum, double mergeSum, double partialVariance, double mergeVariance)
static double	calculateVarianceFamilyResult(double variance, long count, GenericUDAFVariance.VarianceKind varianceKind)
GenericUDAFEvaluator	getEvaluator(TypeInfo[] parameters) Get the evaluator for the parameter types.
static boolean	isVarianceFamilyName(String name)
static boolean	isVarianceNull(long count, GenericUDAFVariance.VarianceKind varianceKind)

Methods inherited from class org.apache.hadoop.hive.ql.udf.generic.AbstractGenericUDAFResolver

getEvaluator

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GenericUDAFVariance

public GenericUDAFVariance()

Method Detail

isVarianceFamilyName

public static boolean isVarianceFamilyName(String name)

isVarianceNull

public static boolean isVarianceNull(long count,
                                     GenericUDAFVariance.VarianceKind varianceKind)

calculateIntermediate

public static double calculateIntermediate(long count,
                                           double sum,
                                           double value,
                                           double variance)

calculateMerge

public static double calculateMerge(long partialCount,
                                    long mergeCount,
                                    double partialSum,
                                    double mergeSum,
                                    double partialVariance,
                                    double mergeVariance)

calculateVarianceFamilyResult

public static double calculateVarianceFamilyResult(double variance,
                                                   long count,
                                                   GenericUDAFVariance.VarianceKind varianceKind)

getEvaluator

public GenericUDAFEvaluator getEvaluator(TypeInfo[] parameters)
                                  throws SemanticException

Description copied from interface: GenericUDAFResolver

Get the evaluator for the parameter types. The reason that this function returns an object instead of a class is because it is possible that the object needs some configuration (that can be serialized). In that case the class of the object has to implement the Serializable interface. At execution time, we will deserialize the object from the plan and use it to evaluate the aggregations.

If the class of the object does not implement Serializable, then we will create a new instance of the class at execution time.

Specified by:

getEvaluator in interface GenericUDAFResolver

Overrides:

getEvaluator in class AbstractGenericUDAFResolver

Parameters:

parameters - The types of the parameters. We need the type information to know which evaluator class to use.

Throws:

SemanticException