com.pervasive.datarush.matching

Class DiscoverLinks

java.lang.Object

com.pervasive.datarush.operators.AbstractLogicalOperator

com.pervasive.datarush.operators.CompositeOperator

com.pervasive.datarush.matching.DiscoverLinks

All Implemented Interfaces:

LogicalOperator

public class DiscoverLinks
extends CompositeOperator

Use fuzzy matching operators to discover linked records from two data sources.

The first step in a matching operation is to index the input data records into groups for processing by the configured phases of field comparisons, classifiers and filter. This indexing is useful in potentially reducing the number of records that must be compared. The output of this step in the matching operation is a stream of record pairs that must be compared, classified and filtered.

Record pair comparisons happen in configured phases. A matching operation may consist of a single phase. Each phase consists of a set of field comparisons, classifiers and a filter. Field comparisons compare a field from each source using a fuzzy matching comparison operator. Each comparison outputs a field comparison score. A classifier may be used to classify or aggregate multiple field scores into a single score. A classifier outputs a single value representing the composite score. A phase may utilize zero to many classifiers and a classifier can be used to aggregate scores from many classifiers. A filter is the last step of a phase. The filter ensures that record pairs are pushed to the output stream only if they meet the filter criteria. The output of this matching operation is a stream of record pairs that are deemed to be likely matches. Each record pair will contain a record score that determines the strength of the match on the spectrum from zero to one. A score approaching 0 is an unlikely match. A score approaching 1 is a very likely match.

Constructor Summary

Constructors

Constructor and Description
DiscoverLinks() Discover linkages.
DiscoverLinks(Index index, List<Phase> phases) Discover linkages between input using multiple phases of comparison, classifying and filtering.

Method Summary

Methods

Modifier and Type	Method and Description
protected void	compose(CompositionContext ctx) Compose the body of this operator.
Index	getIndex() Gets the pair generation method for determining initial candidate matches.
RecordPort	getLeft() Gets the record port providing the left-hand input to the operation.
RecordPort	getOutput() Gets the record port providing the output from the operation.
List<Phase>	getPhases() Gets the phases of comparison, classifying and filtering used to determine matches.
RecordPort	getRight() Gets the record port providing the right-hand input to the operation.
void	setIndex(Index index) Sets the pair generation method for determining initial candidate matches.
void	setPhases(List<Phase> phases) Sets the phases of comparison, classifying and filtering used to determine matches.

Methods inherited from class com.pervasive.datarush.operators.AbstractLogicalOperator

disableParallelism, getInputPorts, getOutputPorts, newInput, newInput, newOutput, newRecordInput, newRecordInput, newRecordOutput, notifyError

Methods inherited from class java.lang.Object

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

Constructor Detail

DiscoverLinks

public DiscoverLinks()

Discover linkages. Both an indexing method and processing phases must be specified.

See Also:

setIndex(Index), setPhases(List)

DiscoverLinks

public DiscoverLinks(Index index,
             List<Phase> phases)

Discover linkages between input using multiple phases of comparison, classifying and filtering.

Parameters:

index - properties for the blocking operation

phases - configuration of phases to execute

Method Detail

getLeft

public RecordPort getLeft()

Gets the record port providing the left-hand input to the operation.

Returns:

the left input port for the operation

getRight

public RecordPort getRight()

Gets the record port providing the right-hand input to the operation.

Returns:

the right input port for the operation

setPhases

public void setPhases(List<Phase> phases)

Sets the phases of comparison, classifying and filtering used to determine matches.

Parameters:

phases - definition of phases for field comparisons

getOutput

public RecordPort getOutput()

Gets the record port providing the output from the operation.

Returns:

the output port for the operation

setIndex

public void setIndex(Index index)

Sets the pair generation method for determining initial candidate matches.

Parameters:

index - properties used to index the input data

getIndex

public Index getIndex()

Gets the pair generation method for determining initial candidate matches.

Returns:

properties used to index the input data

getPhases

public List<Phase> getPhases()

Gets the phases of comparison, classifying and filtering used to determine matches.

Returns:

definition of phases for field comparisons

compose

protected void compose(CompositionContext ctx)

Description copied from class: CompositeOperator

Compose the body of this operator. Implementations should do the following:

1. Perform any validation of configuration, input types, etc
2. Instantiate and configure sub-operators, adding them to the provided context via the method OperatorComposable.add(O)
3. Create necessary connections via the method OperatorComposable.connect(P, P). This includes connections from the composite's input ports to sub-operators, connections between sub-operators, and connections from sub-operators output ports to the composite's output ports

Specified by:

compose in class CompositeOperator

Parameters:

ctx - the context