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com.etsy.conjecture.data.AbstractInstance Maven / Gradle / Ivy
package com.etsy.conjecture.data;
import java.util.Collection;
import java.util.List;
import java.util.Map;
public abstract class AbstractInstance> {
protected static final String SEP = "___";
public String id;
public String supporting_data;
protected double weight;
StringKeyedVector vector;
public AbstractInstance() {
this(new StringKeyedVector(), 1.0);
}
public AbstractInstance(double weight) {
this(new StringKeyedVector(), weight);
}
public AbstractInstance(StringKeyedVector skv) {
this(skv, 1.0);
}
public AbstractInstance(StringKeyedVector skv, double weight) {
this.vector = skv;
this.weight = weight;
}
public AbstractInstance(Map map) {
this(map, 1.0);
}
public AbstractInstance(Map map, double weight) {
this.vector = new StringKeyedVector(map);
this.weight = weight;
}
@SuppressWarnings("unchecked")
public T setWeight(double weight) {
this.weight = weight;
return (T)this;
}
public double getWeight() {
return weight;
}
public String getId() {
return id;
}
public StringKeyedVector getVector() {
return vector;
}
public void setSupportingData(String s) {
supporting_data = s;
}
public String getSupportingData() {
return supporting_data;
}
@SuppressWarnings("unchecked")
public T setCoordinate(String id, double value) {
vector.setCoordinate(id, value);
return (T)this;
}
@SuppressWarnings("unchecked")
public T addToCoordinate(String id, double value) {
vector.addToCoordinate(id, value);
return (T)this;
}
@SuppressWarnings("unchecked")
public T setId(String id) {
this.id = id;
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addTerm(java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addTerm(String term) {
addTerm(term, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addTerm(java.lang.String,
* double)
*/
@SuppressWarnings("unchecked")
public T addTerm(String term, double featureWeight) {
addToCoordinate(term, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermWithNamespace(java.
* lang.String, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addTermWithNamespace(String term, String namespace) {
addTermWithNamespace(term, namespace, 1);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermWithNamespace(java.
* lang.String, java.lang.String, double)
*/
@SuppressWarnings("unchecked")
public T addTermWithNamespace(String term, String namespace,
double featureWeight) {
addToCoordinate(namespace + SEP + term, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTerms(java.util.Collection,
* double)
*/
@SuppressWarnings("unchecked")
public T addTerms(Collection terms, double featureWeight) {
for (String term : terms) {
addToCoordinate(term, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTerms(java.util.Collection)
*/
@SuppressWarnings("unchecked")
public T addTerms(Collection terms) {
addTerms(terms, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithNamespace(java
* .util.Collection, java.lang.String, double)
*/
@SuppressWarnings("unchecked")
public T addTermsWithNamespace(Collection terms, String namespace,
double featureWeight) {
for (String term : terms) {
addTermWithNamespace(term, namespace, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithNamespace(java
* .util.Collection, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addTermsWithNamespace(Collection terms, String namespace) {
addTermsWithNamespace(terms, namespace, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTerms(java.lang.String[],
* double)
*/
@SuppressWarnings("unchecked")
public T addTerms(String[] terms, double featureWeight) {
for (String term : terms) {
addToCoordinate(term, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTerms(java.lang.String[])
*/
@SuppressWarnings("unchecked")
public T addTerms(String[] terms) {
addTerms(terms, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithNamespace(java
* .lang.String[], java.lang.String, double)
*/
@SuppressWarnings("unchecked")
public T addTermsWithNamespace(String[] terms, String namespace,
double featureWeight) {
for (String term : terms) {
addTermWithNamespace(term, namespace, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithNamespace(java
* .lang.String[], java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addTermsWithNamespace(String[] terms, String namespace) {
addTermsWithNamespace(terms, namespace, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithWeights(java.util
* .Map)
*/
@SuppressWarnings("unchecked")
public T addTermsWithWeights(Map termsWithWeights) {
for (String term : termsWithWeights.keySet()) {
addTerm(term, termsWithWeights.get(term));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addTermsWithWeightsWithNamespace
* (java.util.Map, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addTermsWithWeightsWithNamespace(
Map termsWithWeights, String namespace) {
for (String term : termsWithWeights.keySet()) {
addTermWithNamespace(term, namespace, termsWithWeights.get(term));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addNumericArrayWithNamespace
* (double[], java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addNumericArrayWithNamespace(double[] array, String namespace) {
for (int i = 0; i < array.length; i++) {
addToCoordinate(namespace + SEP + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addNumericArray(double[])
*/
@SuppressWarnings("unchecked")
public T addNumericArray(double[] array) {
for (int i = 0; i < array.length; i++) {
addToCoordinate("" + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addNumericArrayWithNamespace
* (java.lang.Double[], java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addNumericArrayWithNamespace(Double[] array, String namespace) {
for (int i = 0; i < array.length; i++) {
addToCoordinate(namespace + SEP + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addNumericArray(java.lang.
* Double[])
*/
@SuppressWarnings("unchecked")
public T addNumericArray(Double[] array) {
for (int i = 0; i < array.length; i++) {
addToCoordinate("" + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addNumericArrayWithNamespace
* (java.util.List, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addNumericArrayWithNamespace(List values, String namespace) {
for (int i = 0; i < values.size(); i++) {
addToCoordinate(namespace + SEP + i, values.get(i));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addNumericArray(java.util.
* List)
*/
@SuppressWarnings("unchecked")
public T addNumericArray(List values) {
for (int i = 0; i < values.size(); i++) {
addToCoordinate("" + i, values.get(i));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setNumericArrayWithNamespace
* (double[], java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setNumericArrayWithNamespace(double[] array, String namespace) {
for (int i = 0; i < array.length; i++) {
addToCoordinate(namespace + SEP + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setNumericArray(double[])
*/
@SuppressWarnings("unchecked")
public T setNumericArray(double[] array) {
for (int i = 0; i < array.length; i++) {
addToCoordinate("" + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setNumericArrayWithNamespace
* (java.lang.Double[], java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setNumericArrayWithNamespace(Double[] array, String namespace) {
for (int i = 0; i < array.length; i++) {
addToCoordinate(namespace + SEP + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setNumericArray(java.lang.
* Double[])
*/
@SuppressWarnings("unchecked")
public T setNumericArray(Double[] array) {
for (int i = 0; i < array.length; i++) {
addToCoordinate("" + i, array[i]);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setNumericArrayWithNamespace
* (java.util.List, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setNumericArrayWithNamespace(List values, String namespace) {
for (int i = 0; i < values.size(); i++) {
addToCoordinate(namespace + SEP + i, values.get(i));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setNumericArray(java.util.
* List)
*/
@SuppressWarnings("unchecked")
public T setNumericArray(List values) {
for (int i = 0; i < values.size(); i++) {
addToCoordinate("" + i, values.get(i));
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIdField(long, double)
*/
@SuppressWarnings("unchecked")
public T addIdField(long id, double featureWeight) {
addToCoordinate("" + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIdField(long)
*/
@SuppressWarnings("unchecked")
public T addIdField(long id) {
addIdField(id, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdFieldWithNamespace(long,
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdFieldWithNamespace(long id, double featureWeight,
String namespace) {
addToCoordinate(namespace + SEP + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdFieldWithNamespace(long,
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdFieldWithNamespace(long id, String namespace) {
addIdFieldWithNamespace(id, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIdField(int, double)
*/
@SuppressWarnings("unchecked")
public T addIdField(int id, double featureWeight) {
addToCoordinate("" + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIdField(int)
*/
@SuppressWarnings("unchecked")
public T addIdField(int id) {
addIdField(id, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdFieldWithNamespace(int,
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdFieldWithNamespace(int id, double featureWeight,
String namespace) {
addToCoordinate(namespace + SEP + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdFieldWithNamespace(int,
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdFieldWithNamespace(int id, String namespace) {
addIdFieldWithNamespace(id, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIds(long[], double)
*/
@SuppressWarnings("unchecked")
public T addIds(long[] ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIds(long[])
*/
@SuppressWarnings("unchecked")
public T addIds(long[] ids) {
addIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIds(int[], double)
*/
@SuppressWarnings("unchecked")
public T addIds(int[] ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#addIds(int[])
*/
@SuppressWarnings("unchecked")
public T addIds(int[] ids) {
addIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIds(java.util.Collection,
* double)
*/
@SuppressWarnings("unchecked")
public T addIds(Collection ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIds(java.util.Collection)
*/
@SuppressWarnings("unchecked")
public T addIds(Collection ids) {
addIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(long[],
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(long[] ids, double featureWeight,
String namespace) {
for (long id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(long[],
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(long[] ids, String namespace) {
addIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(int[],
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(int[] ids, double featureWeight,
String namespace) {
for (int id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(int[],
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(int[] ids, String namespace) {
addIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(java.util
* .Collection, double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(Collection ids, double featureWeight,
String namespace) {
for (Long id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#addIdsWithNamespace(java.util
* .Collection, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T addIdsWithNamespace(Collection ids, String namespace) {
addIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIdField(long, double)
*/
@SuppressWarnings("unchecked")
public T setIdField(long id, double featureWeight) {
addToCoordinate("" + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIdField(long)
*/
@SuppressWarnings("unchecked")
public T setIdField(long id) {
setIdField(id, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdFieldWithNamespace(long,
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdFieldWithNamespace(long id, double featureWeight,
String namespace) {
addToCoordinate(namespace + SEP + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdFieldWithNamespace(long,
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdFieldWithNamespace(long id, String namespace) {
setIdFieldWithNamespace(id, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIdField(int, double)
*/
@SuppressWarnings("unchecked")
public T setIdField(int id, double featureWeight) {
addToCoordinate("" + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIdField(int)
*/
@SuppressWarnings("unchecked")
public T setIdField(int id) {
setIdField(id, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdFieldWithNamespace(int,
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdFieldWithNamespace(int id, double featureWeight,
String namespace) {
addToCoordinate(namespace + SEP + id, featureWeight);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdFieldWithNamespace(int,
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdFieldWithNamespace(int id, String namespace) {
setIdFieldWithNamespace(id, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIds(long[], double)
*/
@SuppressWarnings("unchecked")
public T setIds(long[] ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIds(long[])
*/
@SuppressWarnings("unchecked")
public T setIds(long[] ids) {
setIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIds(int[], double)
*/
@SuppressWarnings("unchecked")
public T setIds(int[] ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see com.etsy.conjecture.data.InstanceInterface#setIds(int[])
*/
@SuppressWarnings("unchecked")
public T setIds(int[] ids) {
setIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIds(java.util.Collection,
* double)
*/
@SuppressWarnings("unchecked")
public T setIds(Collection ids, double featureWeight) {
for (long id : ids) {
addToCoordinate("" + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIds(java.util.Collection)
*/
@SuppressWarnings("unchecked")
public T setIds(Collection ids) {
setIds(ids, 1.);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(long[],
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(long[] ids, double featureWeight,
String namespace) {
for (long id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(long[],
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(long[] ids, String namespace) {
setIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(int[],
* double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(int[] ids, double featureWeight,
String namespace) {
for (int id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(int[],
* java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(int[] ids, String namespace) {
setIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(java.util
* .Collection, double, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(Collection ids, double featureWeight,
String namespace) {
for (Long id : ids) {
addToCoordinate(namespace + SEP + id, featureWeight);
}
return (T)this;
}
/*
* (non-Javadoc)
*
* @see
* com.etsy.conjecture.data.InstanceInterface#setIdsWithNamespace(java.util
* .Collection, java.lang.String)
*/
@SuppressWarnings("unchecked")
public T setIdsWithNamespace(Collection ids, String namespace) {
setIdsWithNamespace(ids, 1., namespace);
return (T)this;
}
}
