Package tech.tablesaw.api

Class NumberColumn<C extends NumberColumn<C,T>,T extends Number>

java.lang.Object

tech.tablesaw.columns.AbstractColumn<C,T>

tech.tablesaw.api.NumberColumn<C,T>

Type Parameters:

C - The column type

T - The (boxed) type of data in the column

All Implemented Interfaces:

Iterable<T>, Comparator<T>, NumericColumn<T>, Column<T>, NumberFilters, NumberMapFunctions, FilterSpec<Selection>, NumberFilterSpec<Selection>

Direct Known Subclasses:

DoubleColumn, FloatColumn, IntColumn, LongColumn, ShortColumn

public abstract class NumberColumn<C extends NumberColumn<C,T>,T extends Number>
extends AbstractColumn<C,T>
implements NumericColumn<T>

An abstract class that provides a partial implementation for columns of numeric data

Field Summary

Fields

Modifier and Type	Field	Description
protected final it.unimi.dsi.fastutil.ints.IntComparator	comparator
protected Locale	locale

Fields inherited from class tech.tablesaw.columns.AbstractColumn

DEFAULT_ARRAY_SIZE, DEFAULT_COLUMN_TYPE_MISMATCH_MESSAGE

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	NumberColumn(ColumnType type, String name, AbstractColumnParser<T> parser)

Method Summary

Modifier and Type	Method	Description
abstract NumericColumn<T>	bottom(int n)	Returns the smallest ("bottom") n values in the column TODO(lwhite): Consider whether this should exclude missing
int	byteSize()	Returns the width of a cell in this column, in bytes.
int	countMissing()	Returns the count of missing values in this column
protected abstract C	createCol(String name)
protected abstract C	createCol(String name, int size)
C	emptyCopy()	Returns a copy of the receiver with no data.
C	emptyCopy(int rowSize)	Returns an empty copy of the receiver, with its internal storage initialized to the given row size.
protected NumberColumnFormatter	getPrintFormatter()	Returns the NumbetPrintFormatter for this column, or null
String	getString(int row)	Returns a string representation of the value at the given row.
it.unimi.dsi.fastutil.ints.IntComparator	rowComparator()	Compares the given ints, which refer to the indexes of the doubles in this column, according to the values of the doubles themselves
NumberColumn<C,T>	set(DoublePredicate condition, T newValue)	Sets the value of all elements in this column matching condition to be equal to newValue and returns this column
NumberColumn<C,T>	set(DoublePredicate condition, NumberColumn<C,T> other)	Updates this column where values matching the selection are replaced with the corresponding value from the given column
void	setPrintFormatter(NumberFormat format, String missingValueIndicator)	Sets the print formatter to a new ColumnFormatter constructed from the given number format and missing value indicator TODO: make these return the column?
void	setPrintFormatter(NumberColumnFormatter formatter)	Sets the print formatter to the argument
abstract NumericColumn<T>	top(int n)	Returns the largest ("top") n values in the column TODO(lwhite): Consider whether this should exclude missing

Methods inherited from class tech.tablesaw.columns.AbstractColumn

asStringColumn, filter, first, indexOf, inRange, last, map, max, min, name, parser, sampleN, sampleX, set, set, setName, setParser, sorted, subset, toString, type

Methods inherited from class java.lang.Object

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

Methods inherited from interface tech.tablesaw.columns.Column

allMatch, anyMatch, append, append, append, appendCell, appendCell, appendMissing, appendObj, asBytes, asList, asObjectArray, asSet, clear, columnWidth, contains, count, count, countUnique, equals, filter, first, get, getUnformattedString, indexOf, inRange, isMissing, last, map, map, mapInto, max, max, min, min, name, noneMatch, parser, print, reduce, reduce, removeMissing, sampleN, sampleX, set, set, set, set, set, set, setMissing, setMissingTo, setName, setParser, size, sortAscending, sortDescending, sorted, subset, title, type, unique, valueHash

Methods inherited from interface java.util.Comparator

compare, equals, reversed, thenComparing, thenComparing, thenComparing, thenComparingDouble, thenComparingInt, thenComparingLong

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Methods inherited from interface tech.tablesaw.columns.numbers.NumberFilters

isBetweenExclusive, isBetweenInclusive, isCloseTo, isEqualTo, isEqualTo, isGreaterThan, isGreaterThan, isGreaterThanOrEqualTo, isGreaterThanOrEqualTo, isLessThan, isLessThan, isLessThanOrEqualTo, isLessThanOrEqualTo, isNegative, isNonNegative, isNotEqualTo, isNotEqualTo, isPositive, isZero, size

Methods inherited from interface tech.tablesaw.columns.numbers.NumberMapFunctions

abs, add, add, add, asPercent, asRatio, bin, cube, cubeRoot, cumMax, cumMin, cumProd, cumSum, difference, divide, divide, divide, isMissing, log10, log1p, logN, multiply, multiply, multiply, name, neg, normalize, pctChange, power, power, reciprocal, remainder, remainder, round, roundInt, size, sqrt, square, subtract, subtract, subtract

Methods inherited from interface tech.tablesaw.api.NumericColumn

allMatch, anyMatch, asDoubleArray, asDoubleColumn, asFloatColumn, asIntColumn, asLongColumn, asShortColumn, asStringColumn, autoCorrelation, autoCorrelation, copy, count, count, eval, eval, geometricMean, getDouble, interpolate, isEmpty, isIn, isMissing, isNotIn, isNotMissing, kendalls, kurtosis, lag, lead, mapInto, max, max, mean, median, min, min, noneMatch, pctChange, pearsons, percentile, populationVariance, product, quadraticMean, quartile1, quartile3, range, reduce, reduce, rolling, skewness, spearmans, standardDeviation, stats, sum, summarize, summary, sumOfLogs, sumOfSquares, variance, where

Field Details

locale

protected Locale locale

comparator

protected final it.unimi.dsi.fastutil.ints.IntComparator comparator

Constructor Details

NumberColumn

protected NumberColumn(ColumnType type,
 String name,
 AbstractColumnParser<T> parser)

Method Details

createCol

protected abstract C createCol(String name,
 int size)

createCol

protected abstract C createCol(String name)

set

public NumberColumn<C,T> set(DoublePredicate condition,
 NumberColumn<C,T> other)

Updates this column where values matching the selection are replaced with the corresponding value from the given column

set

public NumberColumn<C,T> set(DoublePredicate condition,
 T newValue)

Sets the value of all elements in this column matching condition to be equal to newValue and returns this column

setPrintFormatter

public void setPrintFormatter(NumberFormat format,
 String missingValueIndicator)

Sets the print formatter to a new ColumnFormatter constructed from the given number format and missing value indicator TODO: make these return the column?

Specified by:

setPrintFormatter in interface NumericColumn<C extends NumberColumn<C,T>>

setPrintFormatter

public void setPrintFormatter(NumberColumnFormatter formatter)

Sets the print formatter to the argument

Specified by:

setPrintFormatter in interface NumericColumn<C extends NumberColumn<C,T>>

getPrintFormatter

protected NumberColumnFormatter getPrintFormatter()

Returns the NumbetPrintFormatter for this column, or null

top

public abstract NumericColumn<T> top(int n)

Returns the largest ("top") n values in the column TODO(lwhite): Consider whether this should exclude missing

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 abstract NumericColumn<T> bottom(int n)

Returns the smallest ("bottom") n values in the column TODO(lwhite): Consider whether this should exclude missing

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

getString

public String getString(int row)

Returns a string representation of the value at the given row.

Specified by:

getString in interface Column<C extends NumberColumn<C,T>>

Parameters:

row - The index of the row.

Returns:

value as String

emptyCopy

public C emptyCopy()

Returns a copy of the receiver with no data. The column name and type are the same.

Specified by:

emptyCopy in interface Column<C extends NumberColumn<C,T>>

Returns:

a empty copy of Column

emptyCopy

public C emptyCopy(int rowSize)

Returns an empty copy of the receiver, with its internal storage initialized to the given row size.

Specified by:

emptyCopy in interface Column<C extends NumberColumn<C,T>>

Parameters:

rowSize - the initial row size

Returns:

a Column

rowComparator

public it.unimi.dsi.fastutil.ints.IntComparator rowComparator()

Compares the given ints, which refer to the indexes of the doubles in this column, according to the values of the doubles themselves

Specified by:

rowComparator in interface Column<C extends NumberColumn<C,T>>

byteSize

public int byteSize()

Returns the width of a cell in this column, in bytes.

Specified by:

byteSize in interface Column<C extends NumberColumn<C,T>>

Returns:

width in bytes

countMissing

public int countMissing()

Returns the count of missing values in this column

Specified by:

countMissing in interface Column<C extends NumberColumn<C,T>>

Returns:

missing values as int