ShortColumn

java.lang.Object
- org.datavec.dataframe.columns.AbstractColumn
- - org.datavec.dataframe.api.ShortColumn

All Implemented Interfaces:

it.unimi.dsi.fastutil.shorts.ShortIterable, java.lang.Iterable<java.lang.Short>, NumericColumn, Column, ShortColumnUtils, ShortMapUtils
```
public class ShortColumn
extends AbstractColumn
implements ShortMapUtils, NumericColumn
```
A column that contains signed 2 byte integer values

Field Summary

Fields
Modifier and Type Field and Description

static short MISSING_VALUE
- Fields inherited from interface org.datavec.dataframe.columns.ShortColumnUtils
  isEqualTo, isEven, isGreaterThan, isGreaterThanOrEqualTo, isLessThan, isLessThanOrEqualTo, isMissing, isNegative, isNonNegative, isNotMissing, isOdd, isPositive, isZero

Fields
Modifier and Type	Field and Description
`static short`	`MISSING_VALUE`

Constructor Summary

Constructors
Constructor and Description

ShortColumn(ColumnMetadata metadata)

ShortColumn(java.lang.String name)

ShortColumn(java.lang.String name, int initialSize)

Constructors
Constructor and Description
`ShortColumn(ColumnMetadata metadata)`
`ShortColumn(java.lang.String name)`
`ShortColumn(java.lang.String name, int initialSize)`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`void`	`add(short i)`
`IntColumn`	`add(ShortColumn column2)`
`void`	`addCell(java.lang.String object)`
`void`	`append(Column column)`
`byte[]`	`asBytes(int rowNumber)` Returns the contents of the cell at rowNumber as a byte[]
`it.unimi.dsi.fastutil.shorts.ShortSet`	`asSet()`
`it.unimi.dsi.fastutil.shorts.ShortArrayList`	`bottom(int n)` Returns the smallest ("bottom") n values in the column
`int`	`byteSize()` Returns the width of a cell in this column, in bytes
`void`	`clear()`
`boolean`	`contains(short value)`
`static short`	`convert(java.lang.String stringValue)` Returns a float that is parsed from the given String
`ShortColumn`	`copy()` Returns a deep copy of the receiver
`int`	`countMissing()` Returns the count of missing values in this column
`int`	`countUnique()` Returns the count of unique values in this column
`static ShortColumn`	`create(ColumnMetadata metadata)`
`static ShortColumn`	`create(java.lang.String name)`
`static ShortColumn`	`create(java.lang.String name, int arraySize)`
`static ShortColumn`	`create(java.lang.String name, it.unimi.dsi.fastutil.shorts.ShortArrayList ints)`
`it.unimi.dsi.fastutil.shorts.ShortArrayList`	`data()`
`ShortColumn`	`difference()` Returns a new column of the same type as the receiver, such that the values in the new column contain the difference between each cell in the original and it's predecessor.
`FloatColumn`	`divide(FloatColumn column2)`
`IntColumn`	`divide(ShortColumn column2)`
`ShortColumn`	`emptyCopy()` Returns a copy of the receiver with no data.
`ShortColumn`	`emptyCopy(int rowSize)` Returns an empty copy of the receiver, with its internal storage initialized to the given row size
`short`	`firstElement()`
`double`	`geometricMean()`
`short`	`get(int index)`
`float`	`getFloat(int index)`
`java.lang.String`	`getString(int row)` Returns a string representation of the value at the given row
`boolean`	`isEmpty()` Returns true if the column has no data
`Selection`	`isEqualTo(int i)`
`Selection`	`isEqualTo(ShortColumn f)`
`Selection`	`isEven()`
`Selection`	`isGreaterThan(int i)`
`Selection`	`isGreaterThanOrEqualTo(int i)`
`Selection`	`isLessThan(int i)`
`Selection`	`isLessThanOrEqualTo(int i)`
`Selection`	`isMissing()`
`Selection`	`isNegative()`
`Selection`	`isNonNegative()`
`Selection`	`isNotMissing()`
`Selection`	`isOdd()`
`Selection`	`isPositive()`
`Selection`	`isZero()`
`it.unimi.dsi.fastutil.shorts.ShortIterator`	`iterator()`
`double`	`kurtosis()`
`double`	`max()`
`double`	`mean()`
`double`	`median()`
`double`	`min()`
`FloatColumn`	`multiply(FloatColumn column2)`
`IntColumn`	`multiply(ShortColumn column2)`
`double`	`percentile(double percentile)`
`double`	`populationVariance()`
`java.lang.String`	`print()`
`double`	`product()`
`double`	`quadraticMean()` Returns the quadraticMean, aka the root-mean-square, for all values in this column
`double`	`quartile1()`
`double`	`quartile3()`
`double`	`range()`
`IntColumn`	`remainder(ShortColumn column2)`
`it.unimi.dsi.fastutil.ints.IntComparator`	`rowComparator()`
`Selection`	`select(ShortBiPredicate predicate, int valueToCompareAgainst)`
`Selection`	`select(ShortPredicate predicate)`
`void`	`set(int index, short value)`
`int`	`size()`
`double`	`skewness()`
`void`	`sortAscending()`
`void`	`sortDescending()`
`double`	`standardDeviation()`
`Stats`	`stats()`
`IntColumn`	`subtract(ShortColumn column2)`
`long`	`sum()`
`Table`	`summary()`
`double`	`sumOfLogs()`
`double`	`sumOfSquares()`
`double[]`	`toDoubleArray()`
`it.unimi.dsi.fastutil.floats.FloatArrayList`	`toFloatArray()`
`int[]`	`toIntArray()`
`it.unimi.dsi.fastutil.shorts.ShortArrayList`	`top(int n)` Returns the largest ("top") n values in the column
`java.lang.String`	`toString()`
`ColumnType`	`type()` Returns this column's ColumnType
`ShortColumn`	`unique()` Returns a column of the same type as the receiver, containing only the unique values of the receiver
`double`	`variance()`

Methods inherited from class org.datavec.dataframe.columns.AbstractColumn
columnMetadata, columnWidth, comment, id, metadata, name, setComment, setName

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.datavec.dataframe.mapping.ShortMapUtils
asPercent, asRatio, names, plus

Methods inherited from interface org.datavec.dataframe.columns.Column
columnMetadata, columnWidth, comment, first, first, id, last, last, metadata, name, setComment, setName, subset, title

Methods inherited from interface java.lang.Iterable
forEach, spliterator

- Field Detail
  - MISSING_VALUE
```
public static final short MISSING_VALUE
```
- Constructor Detail
  - ShortColumn
```
public ShortColumn(java.lang.String name,
                   int initialSize)
```
  - ShortColumn
```
public ShortColumn(ColumnMetadata metadata)
```
  - ShortColumn
```
public ShortColumn(java.lang.String name)
```
- Method Detail
  - create
```
public static ShortColumn create(java.lang.String name)
```
  - create
```
public static ShortColumn create(ColumnMetadata metadata)
```
  - create
```
public static ShortColumn create(java.lang.String name,
                                 int arraySize)
```
  - create
```
public static ShortColumn create(java.lang.String name,
                                 it.unimi.dsi.fastutil.shorts.ShortArrayList ints)
```
  - size
```
public int size()
```
    Specified by:
    
    size in interface Column
  - type
```
public ColumnType type()
```
    Description copied from interface: Column
    
    Returns this column's ColumnType
    
    Specified by:
    
    type in interface Column
  - add
```
public void add(short i)
```
  - set
```
public void set(int index,
                short value)
```
  - isLessThan
```
public Selection isLessThan(int i)
```
  - isGreaterThan
```
public Selection isGreaterThan(int i)
```
  - isGreaterThanOrEqualTo
```
public Selection isGreaterThanOrEqualTo(int i)
```
  - isLessThanOrEqualTo
```
public Selection isLessThanOrEqualTo(int i)
```
  - isEqualTo
```
public Selection isEqualTo(int i)
```
  - isEqualTo
```
public Selection isEqualTo(ShortColumn f)
```
  - summary
```
public Table summary()
```
    Specified by:
    
    summary in interface Column
  - countMissing
```
public int countMissing()
```
    Returns the count of missing values in this column
    
    Specified by:
    
    countMissing in interface Column
  - countUnique
```
public int countUnique()
```
    Description copied from interface: Column
    
    Returns the count of unique values in this column
    
    Specified by:
    
    countUnique in interface Column
  - unique
```
public ShortColumn unique()
```
    Description copied from interface: Column
    
    Returns a column of the same type as the receiver, containing only the unique values of the receiver
    
    Specified by:
    
    unique in interface Column
  - getString
```
public java.lang.String getString(int row)
```
    Description copied from interface: Column
    
    Returns a string representation of the value at the given row
    
    Specified by:
    
    getString in interface Column
  - emptyCopy
```
public ShortColumn emptyCopy()
```
    Description copied from interface: Column
    
    Returns a copy of the receiver with no data. The column name and type are the same
    
    Specified by:
    
    emptyCopy in interface Column
  - emptyCopy
```
public ShortColumn emptyCopy(int rowSize)
```
    Description copied from interface: Column
    
    Returns an empty copy of the receiver, with its internal storage initialized to the given row size
    
    Specified by:
    
    emptyCopy in interface Column
  - clear
```
public void clear()
```
    Specified by:
    
    clear in interface Column
  - sortAscending
```
public void sortAscending()
```
    Specified by:
    
    sortAscending in interface Column
  - sortDescending
```
public void sortDescending()
```
    Specified by:
    
    sortDescending in interface Column
  - copy
```
public ShortColumn copy()
```
    Description copied from interface: Column
    
    Returns a deep copy of the receiver
    
    Specified by:
    
    copy in interface Column
  - isEmpty
```
public boolean isEmpty()
```
    Description copied from interface: Column
    
    Returns true if the column has no data
    
    Specified by:
    
    isEmpty in interface Column
  - addCell
```
public void addCell(java.lang.String object)
```
    Specified by:
    
    addCell in interface Column
    
    Specified by:
    
    addCell in class AbstractColumn
  - convert
```
public static short convert(java.lang.String stringValue)
```
    Returns a float that is parsed from the given String
    We remove any commas before parsing
  - get
```
public short get(int index)
```
  - getFloat
```
public float getFloat(int index)
```
    Specified by:
    
    getFloat in interface NumericColumn
  - rowComparator
```
public it.unimi.dsi.fastutil.ints.IntComparator rowComparator()
```
    Specified by:
    
    rowComparator in interface Column
  - sum
```
public long sum()
```
    Specified by:
    
    sum in interface ShortMapUtils
  - product
```
public double product()
```
    Specified by:
    
    product in interface NumericColumn
  - mean
```
public double mean()
```
    Specified by:
    
    mean in interface NumericColumn
  - median
```
public double median()
```
    Specified by:
    
    median in interface NumericColumn
  - quartile1
```
public double quartile1()
```
    Specified by:
    
    quartile1 in interface NumericColumn
  - quartile3
```
public double quartile3()
```
    Specified by:
    
    quartile3 in interface NumericColumn
  - percentile
```
public double percentile(double percentile)
```
    Specified by:
    
    percentile in interface NumericColumn
  - range
```
public double range()
```
    Specified by:
    
    range in interface NumericColumn
  - max
```
public double max()
```
    Specified by:
    
    max in interface NumericColumn
  - min
```
public double min()
```
    Specified by:
    
    min in interface NumericColumn
  - variance
```
public double variance()
```
    Specified by:
    
    variance in interface NumericColumn
  - populationVariance
```
public double populationVariance()
```
    Specified by:
    
    populationVariance in interface NumericColumn
  - standardDeviation
```
public double standardDeviation()
```
    Specified by:
    
    standardDeviation in interface NumericColumn
  - sumOfLogs
```
public double sumOfLogs()
```
    Specified by:
    
    sumOfLogs in interface NumericColumn
  - sumOfSquares
```
public double sumOfSquares()
```
    Specified by:
    
    sumOfSquares in interface NumericColumn
  - geometricMean
```
public double geometricMean()
```
    Specified by:
    
    geometricMean in interface NumericColumn
  - quadraticMean
```
public double quadraticMean()
```
    Returns the quadraticMean, aka the root-mean-square, for all values in this column
    
    Specified by:
    
    quadraticMean in interface NumericColumn
  - kurtosis
```
public double kurtosis()
```
    Specified by:
    
    kurtosis in interface NumericColumn
  - skewness
```
public double skewness()
```
    Specified by:
    
    skewness in interface NumericColumn
  - firstElement
```
public short firstElement()
```
  - isPositive
```
public Selection isPositive()
```
  - isNegative
```
public Selection isNegative()
```
  - isNonNegative
```
public Selection isNonNegative()
```
  - isZero
```
public Selection isZero()
```
  - isEven
```
public Selection isEven()
```
  - isOdd
```
public Selection isOdd()
```
  - toFloatArray
```
public it.unimi.dsi.fastutil.floats.FloatArrayList toFloatArray()
```
  - print
```
public java.lang.String print()
```
    Specified by:
    
    print in interface Column
  - toString
```
public java.lang.String toString()
```
    Overrides:
    
    toString in class java.lang.Object
  - append
```
public void append(Column column)
```
    Specified by:
    
    append in interface Column
  - remainder
```
public IntColumn remainder(ShortColumn column2)
```
  - add
```
public IntColumn add(ShortColumn column2)
```
  - subtract
```
public IntColumn subtract(ShortColumn column2)
```
  - multiply
```
public IntColumn multiply(ShortColumn column2)
```
  - multiply
```
public FloatColumn multiply(FloatColumn column2)
```
  - divide
```
public FloatColumn divide(FloatColumn column2)
```
  - divide
```
public IntColumn divide(ShortColumn column2)
```
  - top
```
public it.unimi.dsi.fastutil.shorts.ShortArrayList top(int n)
```
    Returns the largest ("top") n values in the column
    
    Parameters:
    
    n - The maximum number of records to return. The actual number will be smaller if n is greater than the number of observations in the column
    
    Returns:
    
    A list, possibly empty, of the largest observations
  - bottom
```
public it.unimi.dsi.fastutil.shorts.ShortArrayList bottom(int n)
```
    Returns the smallest ("bottom") n values in the column
    
    Parameters:
    
    n - The maximum number of records to return. The actual number will be smaller if n is greater than the number of observations in the column
    
    Returns:
    
    A list, possibly empty, of the smallest n observations
  - iterator
```
public it.unimi.dsi.fastutil.shorts.ShortIterator iterator()
```
    Specified by:
    
    iterator in interface it.unimi.dsi.fastutil.shorts.ShortIterable
    
    Specified by:
    
    iterator in interface java.lang.Iterable<java.lang.Short>
  - select
```
public Selection select(ShortPredicate predicate)
```
  - select
```
public Selection select(ShortBiPredicate predicate,
                        int valueToCompareAgainst)
```
  - toDoubleArray
```
public double[] toDoubleArray()
```
    Specified by:
    
    toDoubleArray in interface NumericColumn
    
    Specified by:
    
    toDoubleArray in interface Column
  - asSet
```
public it.unimi.dsi.fastutil.shorts.ShortSet asSet()
```
  - contains
```
public boolean contains(short value)
```
  - stats
```
public Stats stats()
```
  - data
```
public it.unimi.dsi.fastutil.shorts.ShortArrayList data()
```
  - isMissing
```
public Selection isMissing()
```
    Specified by:
    
    isMissing in interface Column
  - isNotMissing
```
public Selection isNotMissing()
```
    Specified by:
    
    isNotMissing in interface Column
  - byteSize
```
public int byteSize()
```
    Description copied from interface: Column
    
    Returns the width of a cell in this column, in bytes
    
    Specified by:
    
    byteSize in interface Column
  - asBytes
```
public byte[] asBytes(int rowNumber)
```
    Returns the contents of the cell at rowNumber as a byte[]
    
    Specified by:
    
    asBytes in interface Column
  - difference
```
public ShortColumn difference()
```
    Description copied from interface: Column
    
    Returns a new column of the same type as the receiver, such that the values in the new column contain the difference between each cell in the original and it's predecessor. The Missing Value Indicator is used for the first cell in the new column. (e.g. IntColumn.MISSING_VALUE)
    
    Specified by:
    
    difference in interface Column
    
    Overrides:
    
    difference in class AbstractColumn
  - toIntArray
```
public int[] toIntArray()
```

Class ShortColumn

Field Summary

Fields inherited from interface org.datavec.dataframe.columns.ShortColumnUtils

Constructor Summary

Method Summary

Methods inherited from class org.datavec.dataframe.columns.AbstractColumn

Methods inherited from class java.lang.Object

Methods inherited from interface org.datavec.dataframe.mapping.ShortMapUtils

Methods inherited from interface org.datavec.dataframe.columns.Column

Methods inherited from interface java.lang.Iterable

Field Detail

MISSING_VALUE

Constructor Detail

ShortColumn

ShortColumn

ShortColumn

Method Detail

create

create

create

create

size

type

add

set

isLessThan

isGreaterThan

isGreaterThanOrEqualTo

isLessThanOrEqualTo

isEqualTo

isEqualTo

summary

countMissing

countUnique

unique

getString

emptyCopy

emptyCopy

clear

sortAscending

sortDescending

copy

isEmpty

addCell

convert

get

getFloat

rowComparator

sum

product

mean

median

quartile1

quartile3

percentile

range

max

min

variance

populationVariance

standardDeviation

sumOfLogs

sumOfSquares

geometricMean

quadraticMean

kurtosis

skewness

firstElement

isPositive

isNegative

isNonNegative

isZero

isEven

isOdd

toFloatArray

print

toString

append

remainder

add