org.apache.sysds.runtime.transform.encode

Class EncoderMVImpute

java.lang.Object

org.apache.sysds.runtime.transform.encode.Encoder

org.apache.sysds.runtime.transform.encode.EncoderMVImpute

All Implemented Interfaces:

Serializable

public class EncoderMVImpute
extends Encoder

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	EncoderMVImpute.MVMethod

Constructor Summary

Constructors

Constructor and Description
EncoderMVImpute()
EncoderMVImpute(int[] colList, EncoderMVImpute.MVMethod[] mvMethodList, String[] replacementList, KahanObject[] meanList, long[] countList, List<Integer> rcList, int clen)
EncoderMVImpute(org.apache.wink.json4j.JSONObject parsedSpec, String[] colnames, int clen, int minCol, int maxCol)

Method Summary

Modifier and Type	Method and Description
MatrixBlock	apply(FrameBlock in, MatrixBlock out) Encode input data blockwise according to existing transform meta data (transform apply).
void	build(FrameBlock in) Build the transform meta data for the given block input.
MatrixBlock	encode(FrameBlock in, MatrixBlock out) Block encode: build and apply (transform encode).
HashMap<String,Long>	getHistogram(int colID) Exposes the internal histogram after build.
KahanObject[]	getMeans()
FrameBlock	getMetaData(FrameBlock out) Construct a frame block out of the transform meta data.
EncoderMVImpute.MVMethod	getMethod(int colID)
long	getNonMVCount(int colID)
String	getReplacement(int colID)
String[]	getReplacements()
void	initMetaData(FrameBlock meta) Sets up the required meta data for a subsequent call to apply.
void	initRecodeIDList(List<Integer> rcList)
void	mergeAt(Encoder other, int row, int col) Merges another encoder, of a compatible type, in after a certain position.
Encoder	subRangeEncoder(IndexRange ixRange) Returns a new Encoder that only handles a sub range of columns.

Methods inherited from class org.apache.sysds.runtime.transform.encode.Encoder

getColList, getColMapping, getNumCols, initColList, initColList, isApplicable, isApplicable, setColList, updateIndexRanges

Methods inherited from class java.lang.Object

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

Constructor Detail

EncoderMVImpute

public EncoderMVImpute(org.apache.wink.json4j.JSONObject parsedSpec,
                       String[] colnames,
                       int clen,
                       int minCol,
                       int maxCol)
                throws org.apache.wink.json4j.JSONException

Throws:

org.apache.wink.json4j.JSONException

EncoderMVImpute

public EncoderMVImpute()

EncoderMVImpute

public EncoderMVImpute(int[] colList,
                       EncoderMVImpute.MVMethod[] mvMethodList,
                       String[] replacementList,
                       KahanObject[] meanList,
                       long[] countList,
                       List<Integer> rcList,
                       int clen)

Method Detail

getReplacements

public String[] getReplacements()

getMeans

public KahanObject[] getMeans()

getMethod

public EncoderMVImpute.MVMethod getMethod(int colID)

getNonMVCount

public long getNonMVCount(int colID)

getReplacement

public String getReplacement(int colID)

encode

public MatrixBlock encode(FrameBlock in,
                          MatrixBlock out)

Description copied from class: Encoder

Block encode: build and apply (transform encode).

Specified by:

encode in class Encoder

Parameters:

in - input frame block

out - output matrix block

Returns:

output matrix block

build

public void build(FrameBlock in)

Description copied from class: Encoder

Build the transform meta data for the given block input. This call modifies and keeps meta data as encoder state.

Specified by:

build in class Encoder

Parameters:

in - input frame block

apply

public MatrixBlock apply(FrameBlock in,
                         MatrixBlock out)

Description copied from class: Encoder

Encode input data blockwise according to existing transform meta data (transform apply).

Specified by:

apply in class Encoder

Parameters:

in - input frame block

out - output matrix block

Returns:

output matrix block

subRangeEncoder

public Encoder subRangeEncoder(IndexRange ixRange)

Description copied from class: Encoder

Returns a new Encoder that only handles a sub range of columns.

Overrides:

subRangeEncoder in class Encoder

Parameters:

ixRange - the range (1-based, begin inclusive, end exclusive)

Returns:

an encoder of the same type, just for the sub-range

mergeAt

public void mergeAt(Encoder other,
                    int row,
                    int col)

Description copied from class: Encoder

Merges another encoder, of a compatible type, in after a certain position. Resizes as necessary. Encoders are compatible with themselves and EncoderComposite is compatible with every other Encoder.

Overrides:

mergeAt in class Encoder

Parameters:

other - the encoder that should be merged in

row - the row where it should be placed (1-based)

col - the col where it should be placed (1-based)

getMetaData

public FrameBlock getMetaData(FrameBlock out)

Description copied from class: Encoder

Construct a frame block out of the transform meta data.

Specified by:

getMetaData in class Encoder

Parameters:

out - output frame block

Returns:

output frame block?

initMetaData

public void initMetaData(FrameBlock meta)

Description copied from class: Encoder

Sets up the required meta data for a subsequent call to apply.

Specified by:

initMetaData in class Encoder

Parameters:

meta - frame block

initRecodeIDList

public void initRecodeIDList(List<Integer> rcList)

getHistogram

public HashMap<String,Long> getHistogram(int colID)

Exposes the internal histogram after build.

Parameters:

colID - column ID

Returns:

histogram (map of string keys and long values)