hex.createframe.columns

Class CategoricalColumnCfcm

java.lang.Object

water.Iced<CreateFrameColumnMaker>

hex.createframe.CreateFrameColumnMaker

hex.createframe.columns.CategoricalColumnCfcm

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable<CreateFrameColumnMaker>

public class CategoricalColumnCfcm
extends CreateFrameColumnMaker

Random categorical column.

See Also:

Serialized Form

Field Summary

Fields inherited from class hex.createframe.CreateFrameColumnMaker

index

Constructor Summary

Constructors

Constructor and Description
CategoricalColumnCfcm()
CategoricalColumnCfcm(java.lang.String colName, int nFactors)

Method Summary

Modifier and Type	Method and Description
float	byteSizePerRow() Estimated byte size of a single row created by this column maker.
java.lang.String[][]	columnDomains() Domains for categorical columns being created (if any).
java.lang.String[]	columnNames() Names of the columns produces by this column maker.
byte[]	columnTypes() Types of the columns produced by the column maker.
void	exec(int nrows, NewChunk[] ncs, java.util.Random rng) Implement this method in a subclass to actually build the columns.

Methods inherited from class hex.createframe.CreateFrameColumnMaker

numColumns, setIndex, workAmount

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Constructor Detail

CategoricalColumnCfcm

public CategoricalColumnCfcm()

CategoricalColumnCfcm

public CategoricalColumnCfcm(java.lang.String colName,
                             int nFactors)

Method Detail

exec

public void exec(int nrows,
                 NewChunk[] ncs,
                 java.util.Random rng)

Description copied from class: CreateFrameColumnMaker

Implement this method in a subclass to actually build the columns.

Specified by:

exec in class CreateFrameColumnMaker

Parameters:

nrows - Number of rows in the current chunk. If method is creating new columns, then it is supposed to add this many rows.

ncs - The `NewChunk`s array passed down from the `map()` method in `MRTask`. A subclass is expected to know which NewChunks it is allowed to touch, usually with the help of the CreateFrameColumnMaker.index variable.

rng - Random number generator that the subclass may use to fill the columns randomly. Do NOT use any other random generator as doing so will break the reproducibility promise of the CreateFrame service.

columnNames

public java.lang.String[] columnNames()

Description copied from class: CreateFrameColumnMaker

Names of the columns produces by this column maker. Should also have the same number of elements as given by CreateFrameColumnMaker.numColumns().

Specified by:

columnNames in class CreateFrameColumnMaker

columnTypes

public byte[] columnTypes()

Description copied from class: CreateFrameColumnMaker

Types of the columns produced by the column maker. The returned array should have exactly the same number of elements as given by CreateFrameColumnMaker.numColumns().

Specified by:

columnTypes in class CreateFrameColumnMaker

columnDomains

public java.lang.String[][] columnDomains()

Description copied from class: CreateFrameColumnMaker

Domains for categorical columns being created (if any).

Overrides:

columnDomains in class CreateFrameColumnMaker

byteSizePerRow

public float byteSizePerRow()

Description copied from class: CreateFrameColumnMaker

Estimated byte size of a single row created by this column maker. This estimate is later used to determine optimal chunk size for the produced frame, thus it doesn't have to be very precise.

Overrides:

byteSizePerRow in class CreateFrameColumnMaker