FloatColumn

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

All Implemented Interfaces:

it.unimi.dsi.fastutil.floats.FloatIterable, java.lang.Iterable<java.lang.Float>, NumericColumn, Column
```
public class FloatColumn
extends AbstractColumn
implements it.unimi.dsi.fastutil.floats.FloatIterable, NumericColumn
```
A column in a base table that contains float values

Field Summary

Fields
Modifier and Type Field and Description

static float MISSING_VALUE

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

Constructor Summary

Constructors
Constructor and Description

FloatColumn(ColumnMetadata metadata)

FloatColumn(java.lang.String name)

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

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

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`FloatColumn`	`abs()`
`void`	`add(double d)` Adds the given double to this column, after casting it to a float
`void`	`add(float f)` Adds the given float to this column
`FloatColumn`	`add(FloatColumn 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.floats.FloatArrayList`	`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(float value)`
`static float`	`convert(java.lang.String stringValue)` Returns a float that is parsed from the given String
`FloatColumn`	`copy()` Returns a deep copy of the receiver
`int`	`countMissing()` Returns the count of missing values in this column Implementation note: We use NaN for missing, so we can't compare against the MISSING_VALUE and use val != val instead
`int`	`countUnique()` Returns the count of unique values in this column
`static FloatColumn`	`create(java.lang.String name)`
`static FloatColumn`	`create(java.lang.String name, it.unimi.dsi.fastutil.floats.FloatArrayList floats)`
`static FloatColumn`	`create(java.lang.String name, int initialSize)`
`FloatColumn`	`cube()`
`FloatColumn`	`cubeRoot()`
`it.unimi.dsi.fastutil.floats.FloatArrayList`	`data()`
`FloatColumn`	`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)`
`FloatColumn`	`divide(IntColumn column2)`
`FloatColumn`	`divide(LongColumn column2)`
`FloatColumn`	`divide(ShortColumn column2)`
`FloatColumn`	`emptyCopy()` Returns a copy of the receiver with no data.
`FloatColumn`	`emptyCopy(int rowSize)` Returns an empty copy of the receiver, with its internal storage initialized to the given row size
`float`	`firstElement()`
`double`	`geometricMean()`
`float`	`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(float f)`
`Selection`	`isEqualTo(FloatColumn f)`
`Selection`	`isGreaterThan(float f)`
`Selection`	`isGreaterThanOrEqualTo(float f)`
`Selection`	`isLessThan(float f)`
`Selection`	`isLessThanOrEqualTo(float f)`
`Selection`	`isMissing()`
`Selection`	`isNotEqualTo(float f)`
`Selection`	`isNotMissing()`
`it.unimi.dsi.fastutil.floats.FloatIterator`	`iterator()`
`double`	`kurtosis()`
`FloatColumn`	`log10()`
`FloatColumn`	`log1p()` Returns the natural log of the values in this column, after adding 1 to each so that zero values don't return -Infinity
`FloatColumn`	`logN()` Returns the natural log of the values in this column as a new FloatColumn
`double`	`max()`
`double`	`mean()`
`double`	`median()`
`double`	`min()`
`FloatColumn`	`multiply(FloatColumn column2)`
`FloatColumn`	`multiply(IntColumn column2)`
`FloatColumn`	`multiply(LongColumn column2)`
`FloatColumn`	`multiply(ShortColumn column2)`
`FloatColumn`	`neg()` For each item in the column, returns the same number with the sign changed.
`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()`
`FloatColumn`	`remainder(FloatColumn column2)`
`FloatColumn`	`round()`
`it.unimi.dsi.fastutil.ints.IntComparator`	`rowComparator()` Compares the given ints, which refer to the indexes of the floats in this column, according to the values of the floats themselves
`Selection`	`select(FloatBiPredicate predicate, float value)`
`Selection`	`select(FloatPredicate predicate)`
`void`	`set(int r, float value)`
`int`	`size()`
`double`	`skewness()`
`void`	`sortAscending()`
`void`	`sortDescending()`
`FloatColumn`	`sqrt()`
`FloatColumn`	`square()`
`double`	`standardDeviation()`
`Stats`	`stats()`
`FloatColumn`	`subtract(FloatColumn column2)`
`double`	`sum()`
`Table`	`summary()`
`double`	`sumOfLogs()`
`double`	`sumOfSquares()`
`double[]`	`toDoubleArray()`
`it.unimi.dsi.fastutil.floats.FloatArrayList`	`top(int n)` Returns the largest ("top") n values in the column
`java.lang.String`	`toString()`
`ColumnType`	`type()` Returns this column's ColumnType
`FloatColumn`	`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 java.lang.Iterable
forEach, spliterator

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

- Field Detail
  - MISSING_VALUE
```
public static final float MISSING_VALUE
```
- Constructor Detail
  - FloatColumn
```
public FloatColumn(java.lang.String name)
```
  - FloatColumn
```
public FloatColumn(java.lang.String name,
                   int initialSize)
```
  - FloatColumn
```
public FloatColumn(ColumnMetadata metadata)
```
- Method Detail
  - size
```
public int size()
```
    Specified by:
    
    size in interface Column
  - summary
```
public Table summary()
```
    Specified by:
    
    summary in interface Column
  - stats
```
public Stats stats()
```
  - countUnique
```
public int countUnique()
```
    Description copied from interface: Column
    
    Returns the count of unique values in this column
    
    Specified by:
    
    countUnique in interface Column
  - top
```
public it.unimi.dsi.fastutil.floats.FloatArrayList 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.floats.FloatArrayList 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
  - unique
```
public FloatColumn 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
  - data
```
public it.unimi.dsi.fastutil.floats.FloatArrayList data()
```
  - type
```
public ColumnType type()
```
    Description copied from interface: Column
    
    Returns this column's ColumnType
    
    Specified by:
    
    type in interface Column
  - firstElement
```
public float firstElement()
```
  - sum
```
public double sum()
```
  - 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
  - add
```
public void add(float f)
```
    Adds the given float to this column
  - add
```
public void add(double d)
```
    Adds the given double to this column, after casting it to a float
  - isLessThan
```
public Selection isLessThan(float f)
```
  - isMissing
```
public Selection isMissing()
```
    Specified by:
    
    isMissing in interface Column
  - isNotMissing
```
public Selection isNotMissing()
```
    Specified by:
    
    isNotMissing in interface Column
  - isGreaterThan
```
public Selection isGreaterThan(float f)
```
  - isGreaterThanOrEqualTo
```
public Selection isGreaterThanOrEqualTo(float f)
```
  - isLessThanOrEqualTo
```
public Selection isLessThanOrEqualTo(float f)
```
  - isNotEqualTo
```
public Selection isNotEqualTo(float f)
```
  - isEqualTo
```
public Selection isEqualTo(float f)
```
  - isEqualTo
```
public Selection isEqualTo(FloatColumn f)
```
  - 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 FloatColumn 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 FloatColumn 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
  - copy
```
public FloatColumn copy()
```
    Description copied from interface: Column
    
    Returns a deep copy of the receiver
    
    Specified by:
    
    copy in interface Column
  - sortAscending
```
public void sortAscending()
```
    Specified by:
    
    sortAscending in interface Column
  - sortDescending
```
public void sortDescending()
```
    Specified by:
    
    sortDescending 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
  - create
```
public static FloatColumn create(java.lang.String name)
```
  - create
```
public static FloatColumn create(java.lang.String name,
                                 int initialSize)
```
  - create
```
public static FloatColumn create(java.lang.String name,
                                 it.unimi.dsi.fastutil.floats.FloatArrayList floats)
```
  - countMissing
```
public int countMissing()
```
    Returns the count of missing values in this column Implementation note: We use NaN for missing, so we can't compare against the MISSING_VALUE and use val != val instead
    
    Specified by:
    
    countMissing 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 float convert(java.lang.String stringValue)
```
    Returns a float that is parsed from the given String
    We remove any commas before parsing
  - logN
```
public FloatColumn logN()
```
    Returns the natural log of the values in this column as a new FloatColumn
  - log10
```
public FloatColumn log10()
```
  - log1p
```
public FloatColumn log1p()
```
    Returns the natural log of the values in this column, after adding 1 to each so that zero values don't return -Infinity
  - round
```
public FloatColumn round()
```
  - abs
```
public FloatColumn abs()
```
  - square
```
public FloatColumn square()
```
  - sqrt
```
public FloatColumn sqrt()
```
  - cubeRoot
```
public FloatColumn cubeRoot()
```
  - cube
```
public FloatColumn cube()
```
  - remainder
```
public FloatColumn remainder(FloatColumn column2)
```
  - add
```
public FloatColumn add(FloatColumn column2)
```
  - subtract
```
public FloatColumn subtract(FloatColumn column2)
```
  - multiply
```
public FloatColumn multiply(FloatColumn column2)
```
  - multiply
```
public FloatColumn multiply(IntColumn column2)
```
  - multiply
```
public FloatColumn multiply(LongColumn column2)
```
  - multiply
```
public FloatColumn multiply(ShortColumn column2)
```
  - divide
```
public FloatColumn divide(FloatColumn column2)
```
  - divide
```
public FloatColumn divide(IntColumn column2)
```
  - divide
```
public FloatColumn divide(LongColumn column2)
```
  - divide
```
public FloatColumn divide(ShortColumn column2)
```
  - neg
```
public FloatColumn neg()
```
    For each item in the column, returns the same number with the sign changed. For example: -1.3 returns 1.3, 2.135 returns -2.135 0 returns 0
  - rowComparator
```
public it.unimi.dsi.fastutil.ints.IntComparator rowComparator()
```
    Compares the given ints, which refer to the indexes of the floats in this column, according to the values of the floats themselves
    
    Specified by:
    
    rowComparator in interface Column
  - get
```
public float get(int index)
```
  - getFloat
```
public float getFloat(int index)
```
    Specified by:
    
    getFloat in interface NumericColumn
  - set
```
public void set(int r,
                float value)
```
  - toDoubleArray
```
public double[] toDoubleArray()
```
    Specified by:
    
    toDoubleArray in interface NumericColumn
    
    Specified by:
    
    toDoubleArray in interface Column
  - 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
  - iterator
```
public it.unimi.dsi.fastutil.floats.FloatIterator iterator()
```
    Specified by:
    
    iterator in interface it.unimi.dsi.fastutil.floats.FloatIterable
    
    Specified by:
    
    iterator in interface java.lang.Iterable<java.lang.Float>
  - select
```
public Selection select(FloatPredicate predicate)
```
  - select
```
public Selection select(FloatBiPredicate predicate,
                        float value)
```
  - contains
```
public boolean contains(float value)
```
  - 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 FloatColumn 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

Class FloatColumn

Field Summary

Constructor Summary

Method Summary

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

Methods inherited from class java.lang.Object

Methods inherited from interface java.lang.Iterable

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

Field Detail

MISSING_VALUE

Constructor Detail

FloatColumn

FloatColumn

FloatColumn

Method Detail

size

summary

stats

countUnique

top

bottom

unique

data

type

firstElement

sum

product

mean

median

quartile1

quartile3

percentile

range

max

min

variance

populationVariance

standardDeviation

sumOfLogs

sumOfSquares

geometricMean

quadraticMean

kurtosis

skewness

add

add

isLessThan

isMissing

isNotMissing

isGreaterThan

isGreaterThanOrEqualTo

isLessThanOrEqualTo

isNotEqualTo

isEqualTo

isEqualTo

getString

emptyCopy

emptyCopy

clear

copy

sortAscending

sortDescending

isEmpty

create

create

create

countMissing

addCell

convert

logN

log10

log1p

round

abs

square

sqrt

cubeRoot

cube

remainder

add