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This module defines the interface for AlignmentAlgorithms as well as some helper classes. An
AlignmentAlgorithm computes an Alignment of two given input sequences, given a Comparator that
works in these sequences.
More details on the AlignmentAlgorithm can be found in the respective interface. More information
on Comparators can be found in the comparators module.
The resulting 'Alignment' may be just a real-valued dissimilarity between the input sequence or
may incorporate additional information, such as a full Alignment, a PathList, a PathMap or a
CooptimalModel. If those results support the calculation of a Gradient, they implement the
DerivableAlignmentDistance interface.
In more detail, the Alignment class represents the result of a backtracing scheme, listing all
Operations that have been applied in one co-optimal Alignment.
A classic AlignmentAlgorithm does not result in a differentiable dissimilarity, because the
minimum function is not differentiable. Therefore, this package also contains utility functions
for a soft approximation of the minimum function, namely Softmin.
For faster (parallel) computation of many different alignments or gradients we also provide the
ParallelProcessingEngine, the SquareParallelProcessingEngine and the ParallelGradientEngine.
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/*
* TCS Alignment Toolbox Version 3
*
* Copyright (C) 2016
* Benjamin Paaßen
* AG Theoretical Computer Science
* Centre of Excellence Cognitive Interaction Technology (CITEC)
* University of Bielefeld
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as
* published by the Free Software Foundation, either version 3 of the
* License, or (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see .
*/
package de.citec.tcs.alignment;
import de.citec.tcs.alignment.comparators.OperationType;
import java.util.Objects;
import lombok.Getter;
import lombok.NonNull;
/**
* This defines an applied Alignment Operation. It is specified by the nodes that have been aligned
* from the left or the right sequence in the Alignment.
* If a node was replaced by a gap or skip it is denoted here as a null reference.
*
* @author Benjamin Paassen - [email protected]
* @param the class of the elements in the left input sequence.
* @param the class of the elements in the right input sequence.
*/
public class Operation {
/**
* An element of the left input sequence that has been processed in this operation. This may be
* null for insertion and skip-insertion operations.
*
* @return An element of the left input sequence that has been processed in this operation.
*/
@Getter
private final X left;
/**
* An element of the right input sequence that has been processed in this operation. This may be
* null for deletion and skip-deletion operations.
*
* @return An element of the right input sequence that has been processed in this operation.
*/
@Getter
private final Y right;
/**
* The type of this Operation. Please refer to the OperationType class for more information.
*
* @return The type of this Operation. Please refer to the OperationType class for more
* information.
*/
@Getter
@NonNull
private final OperationType type;
/**
* The local distance contributed by this operation.
*
* @return The local distance contributed by this operation.
*/
@Getter
private final double distance;
/**
* This constructs an Operation within an AlignmentPath.
*
* @param left The Node from the left input sequence that was used here or null if this is a
* DELETION/SKIPDELETION operation.
* @param right The Node from the right input sequence that was used here or null if this is an
* INSERTION/SKIPINSERTION operation.
* @param type The type of this Operation. Please refer to the OperationType class for more
* information.
* @param distance The local distance contributed by this operation.
*/
public Operation(X left, Y right, @NonNull OperationType type, double distance) {
this.left = left;
this.right = right;
this.type = type;
//check validity.
switch (type) {
case DELETION:
case SKIPDELETION:
if (right != null) {
throw new IllegalArgumentException("Expected right input to be null for a deletion/skip-deletion but it was not null!");
}
break;
default:
if (right == null) {
throw new NullPointerException("Right input was null unexpectedly for a " + type + " operation.");
}
}
switch (type) {
case INSERTION:
case SKIPINSERTION:
if (left != null) {
throw new IllegalArgumentException("Expected left input to be null for an insertion/skip-insertion but it was not null!");
}
break;
default:
if (left == null) {
throw new NullPointerException("Left input was null unexpectedly for a " + type + " operation.");
}
}
this.distance = distance;
}
/**
* A copy constructor.
*
* @param copy the operation that shall be copied.
*/
public Operation(@NonNull Operation copy) {
this.left = copy.left;
this.right = copy.right;
this.type = copy.type;
this.distance = copy.distance;
}
@Override
public int hashCode() {
int hash = 3;
hash = 13 * hash + Objects.hashCode(this.left);
hash = 13 * hash + Objects.hashCode(this.right);
hash = 13 * hash + Objects.hashCode(this.type);
hash = 13 * hash + (int) (Double.doubleToLongBits(this.distance) ^ (Double.doubleToLongBits(this.distance) >>> 32));
return hash;
}
@Override
public boolean equals(Object obj) {
if (obj == null) {
return false;
}
if (getClass() != obj.getClass()) {
return false;
}
final Operation, ?> other = (Operation, ?>) obj;
if (!Objects.equals(this.left, other.left)) {
return false;
}
if (!Objects.equals(this.right, other.right)) {
return false;
}
if (this.type != other.type) {
return false;
}
if (Double.doubleToLongBits(this.distance) != Double.doubleToLongBits(other.distance)) {
return false;
}
return true;
}
@Override
public String toString() {
final StringBuilder builder = new StringBuilder();
builder.append(type);
builder.append("\nLocal Cost = ");
builder.append(Double.toString(distance));
builder.append("\n");
switch (type) {
case INSERTION:
builder.append("-");
break;
case SKIPINSERTION:
builder.append("_");
break;
default:
builder.append(left.toString());
}
builder.append(" vs. ");
switch (type) {
case DELETION:
builder.append("-");
break;
case SKIPDELETION:
builder.append("_");
break;
default:
builder.append(right.toString());
}
return builder.toString();
}
}
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