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implementation of the integration test, addition of document blocks to group entities after clustering

This commit is contained in:
miconis 2019-05-21 16:38:26 +02:00
parent f7a3bdf3f8
commit e8db8f2abb
19 changed files with 34 additions and 689 deletions

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@ -1,252 +0,0 @@
[INFO] Scanning for projects...
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[INFO] Reactor Build Order:
[INFO]
[INFO] dnet-dedup [pom]
[INFO] dnet-pace-core [jar]
[INFO] dnet-dedup-test [jar]
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[INFO] -----------------------< eu.dnetlib:dnet-dedup >------------------------
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[INFO] --------------------------------[ pom ]---------------------------------
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[INFO] eu.dnetlib:dnet-pace-core:jar:3.0.3-SNAPSHOT
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[INFO] | +- io.dropwizard.metrics:metrics-json:jar:3.1.2:provided
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[INFO] | +- com.fasterxml.jackson.module:jackson-module-scala_2.11:jar:2.6.5:provided
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[INFO] | \- org.apache.parquet:parquet-jackson:jar:1.8.2:provided
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[INFO] \- junit:junit:jar:4.9:test
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[INFO] ------------------------------------------------------------------------
[INFO] Reactor Summary:
[INFO]
[INFO] dnet-dedup 3.0.3-SNAPSHOT .......................... SUCCESS [ 1.152 s]
[INFO] dnet-pace-core ..................................... SUCCESS [ 0.117 s]
[INFO] dnet-dedup-test 3.0.3-SNAPSHOT ..................... SUCCESS [ 1.407 s]
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 3.216 s
[INFO] Finished at: 2019-03-29T15:02:42+01:00
[INFO] ------------------------------------------------------------------------

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@ -22,12 +22,17 @@ public class UrlClustering extends AbstractPaceFunctions implements ClusteringFu
@Override @Override
public Collection<String> apply(List<Field> fields) { public Collection<String> apply(List<Field> fields) {
return fields.stream() try {
.filter(f -> !f.isEmpty()) return fields.stream()
.map(Field::stringValue) .filter(f -> !f.isEmpty())
.map(this::asUrl) .map(Field::stringValue)
.map(URL::getHost) .map(this::asUrl)
.collect(Collectors.toCollection(HashSet::new)); .map(URL::getHost)
.collect(Collectors.toCollection(HashSet::new));
}
catch (IllegalStateException e){
return new HashSet<>();
}
} }
@Override @Override
@ -35,7 +40,7 @@ public class UrlClustering extends AbstractPaceFunctions implements ClusteringFu
return null; return null;
} }
private URL asUrl(final String value) { private URL asUrl(String value) {
try { try {
return new URL(value); return new URL(value);
} catch (MalformedURLException e) { } catch (MalformedURLException e) {
@ -44,4 +49,5 @@ public class UrlClustering extends AbstractPaceFunctions implements ClusteringFu
} }
} }
} }

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@ -6,7 +6,6 @@ import eu.dnetlib.pace.condition.ConditionAlgo;
import eu.dnetlib.pace.model.ClusteringDef; import eu.dnetlib.pace.model.ClusteringDef;
import eu.dnetlib.pace.model.CondDef; import eu.dnetlib.pace.model.CondDef;
import eu.dnetlib.pace.model.FieldDef; import eu.dnetlib.pace.model.FieldDef;
import eu.dnetlib.pace.model.TreeNodeDef;
import eu.dnetlib.pace.util.PaceResolver; import eu.dnetlib.pace.util.PaceResolver;
import org.apache.commons.collections.CollectionUtils; import org.apache.commons.collections.CollectionUtils;
import org.codehaus.jackson.annotate.JsonIgnore; import org.codehaus.jackson.annotate.JsonIgnore;
@ -24,11 +23,9 @@ public class PaceConfig implements Serializable {
private List<ClusteringDef> clustering; private List<ClusteringDef> clustering;
private Map<String, List<String>> blacklists; private Map<String, List<String>> blacklists;
private Map<String, TreeNodeDef> decisionTree;
private Map<String, FieldDef> modelMap; private Map<String, FieldDef> modelMap;
public static PaceResolver paceResolver; // public PaceResolver paceResolver;
public PaceConfig() {} public PaceConfig() {}
@ -38,7 +35,7 @@ public class PaceConfig implements Serializable {
modelMap.put(fd.getName(), fd); modelMap.put(fd.getName(), fd);
} }
paceResolver = new PaceResolver(); // paceResolver = new PaceResolver();
} }
public List<FieldDef> getModel() { public List<FieldDef> getModel() {
@ -61,14 +58,6 @@ public class PaceConfig implements Serializable {
return conditions; return conditions;
} }
public Map<String, TreeNodeDef> getDecisionTree() {
return decisionTree;
}
public void setDecisionTree(Map<String, TreeNodeDef> decisionTree) {
this.decisionTree = decisionTree;
}
@JsonIgnore @JsonIgnore
public List<ConditionAlgo> getConditionAlgos() { public List<ConditionAlgo> getConditionAlgos() {
return asConditionAlgos(getConditions()); return asConditionAlgos(getConditions());

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@ -32,6 +32,9 @@ public class LevensteinTitleIgnoreVersion extends SecondStringDistanceAlgo {
ca = ca.replaceAll("\\d", "").replaceAll(getRomans(ca), "").trim(); ca = ca.replaceAll("\\d", "").replaceAll(getRomans(ca), "").trim();
cb = cb.replaceAll("\\d", "").replaceAll(getRomans(cb), "").trim(); cb = cb.replaceAll("\\d", "").replaceAll(getRomans(cb), "").trim();
ca = filterAllStopWords(ca);
cb = filterAllStopWords(cb);
final String cca = finalCleanup(ca); final String cca = finalCleanup(ca);
final String ccb = finalCleanup(cb); final String ccb = finalCleanup(cb);

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@ -2,12 +2,17 @@ package eu.dnetlib.pace.model;
import java.io.IOException; import java.io.IOException;
import java.io.Serializable; import java.io.Serializable;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List; import java.util.List;
import java.util.Map; import java.util.Map;
import eu.dnetlib.pace.clustering.*; import eu.dnetlib.pace.clustering.*;
import eu.dnetlib.pace.config.PaceConfig; import eu.dnetlib.pace.config.PaceConfig;
import eu.dnetlib.pace.util.PaceException; import eu.dnetlib.pace.util.PaceException;
import eu.dnetlib.pace.util.PaceResolver;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.codehaus.jackson.map.ObjectMapper; import org.codehaus.jackson.map.ObjectMapper;
public class ClusteringDef implements Serializable { public class ClusteringDef implements Serializable {
@ -18,6 +23,8 @@ public class ClusteringDef implements Serializable {
private Map<String, Integer> params; private Map<String, Integer> params;
PaceResolver paceResolver = new PaceResolver();
public ClusteringDef() {} public ClusteringDef() {}
public String getName() { public String getName() {
@ -30,7 +37,7 @@ public class ClusteringDef implements Serializable {
public ClusteringFunction clusteringFunction() { public ClusteringFunction clusteringFunction() {
try { try {
return PaceConfig.paceResolver.getClusteringFunction(getName(), params); return paceResolver.getClusteringFunction(getName(), params);
} catch (PaceException e) { } catch (PaceException e) {
e.printStackTrace(); e.printStackTrace();
return null; return null;

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@ -7,6 +7,7 @@ import java.util.List;
import eu.dnetlib.pace.condition.*; import eu.dnetlib.pace.condition.*;
import eu.dnetlib.pace.config.PaceConfig; import eu.dnetlib.pace.config.PaceConfig;
import eu.dnetlib.pace.util.PaceException; import eu.dnetlib.pace.util.PaceException;
import eu.dnetlib.pace.util.PaceResolver;
import org.codehaus.jackson.map.ObjectMapper; import org.codehaus.jackson.map.ObjectMapper;
public class CondDef implements Serializable { public class CondDef implements Serializable {
@ -15,10 +16,12 @@ public class CondDef implements Serializable {
private List<String> fields; private List<String> fields;
PaceResolver paceResolver = new PaceResolver();
public CondDef() {} public CondDef() {}
public ConditionAlgo conditionAlgo(final List<FieldDef> fields){ public ConditionAlgo conditionAlgo(final List<FieldDef> fields){
return PaceConfig.paceResolver.getConditionAlgo(getName(), fields); return paceResolver.getConditionAlgo(getName(), fields);
} }
public String getName() { public String getName() {

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@ -6,6 +6,7 @@ import com.google.gson.Gson;
import eu.dnetlib.pace.config.PaceConfig; import eu.dnetlib.pace.config.PaceConfig;
import eu.dnetlib.pace.config.Type; import eu.dnetlib.pace.config.Type;
import eu.dnetlib.pace.distance.DistanceAlgo; import eu.dnetlib.pace.distance.DistanceAlgo;
import eu.dnetlib.pace.util.PaceResolver;
import java.io.Serializable; import java.io.Serializable;
import java.util.HashMap; import java.util.HashMap;
@ -33,6 +34,8 @@ public class FieldDef implements Serializable {
private double weight; private double weight;
PaceResolver paceResolver = new PaceResolver();
/** /**
* Sets maximum size for the repeatable fields in the model. -1 for unbounded size. * Sets maximum size for the repeatable fields in the model. -1 for unbounded size.
*/ */
@ -85,7 +88,7 @@ public class FieldDef implements Serializable {
params.put("length", getLength()); params.put("length", getLength());
*/ */
params.put("weight", getWeight()); params.put("weight", getWeight());
return PaceConfig.paceResolver.getDistanceAlgo(getAlgo(), params); return paceResolver.getDistanceAlgo(getAlgo(), params);
} }
public boolean isIgnoreMissing() { public boolean isIgnoreMissing() {

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@ -1,145 +0,0 @@
package eu.dnetlib.pace.model;
import eu.dnetlib.pace.config.PaceConfig;
import eu.dnetlib.pace.tree.Comparator;
import eu.dnetlib.pace.tree.support.AggType;
import eu.dnetlib.pace.util.PaceException;
import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;
import org.codehaus.jackson.map.ObjectMapper;
import java.io.IOException;
import java.io.Serializable;
import java.util.List;
public class TreeNodeDef implements Serializable {
private List<FieldConf> fields; //list of fields involved in the tree node (contains comparators to be used and field on which apply the comparator)
private AggType aggregation; //how to aggregate similarity measures for every field
private double threshold; //threshold on the similarity measure
private String positive; //specifies the next node in case of positive result: similarity>=th
private String negative; //specifies the next node in case of negative result: similarity<th
private String undefined; //specifies the next node in case of undefined result: similarity=-1
boolean ignoreMissing = true; //specifies what to do in case of missing field
public TreeNodeDef() {
}
//compute the similarity measure between two documents
public double evaluate(MapDocument doc1, MapDocument doc2) {
DescriptiveStatistics stats = new DescriptiveStatistics();
for (FieldConf fieldConf : fields) {
double weight = fieldConf.getWeight();
double similarity = comparator(fieldConf).compare(doc1.getFieldMap().get(fieldConf.getField()), doc2.getFieldMap().get(fieldConf.getField()));
//if similarity is -1 means that a comparator gave undefined, do not add result to the stats
if (similarity != -1) {
stats.addValue(weight * similarity);
}
else {
if (!ignoreMissing) //if the missing value has not to be ignored, return -1
return -1;
}
}
switch (aggregation){
case AVG:
return stats.getMean();
case SUM:
return stats.getSum();
case MAX:
return stats.getMax();
case MIN:
return stats.getMin();
default:
return 0.0;
}
}
private Comparator comparator(final FieldConf field){
return PaceConfig.paceResolver.getComparator(field.getComparator(), field.getParams());
}
public TreeNodeDef(List<FieldConf> fields, double threshold, AggType aggregation, String positive, String negative, String undefined) {
this.fields = fields;
this.threshold = threshold;
this.aggregation = aggregation;
this.positive = positive;
this.negative = negative;
this.undefined = undefined;
}
public boolean isIgnoreMissing() {
return ignoreMissing;
}
public void setIgnoreMissing(boolean ignoreMissing) {
this.ignoreMissing = ignoreMissing;
}
public List<FieldConf> getFields() {
return fields;
}
public void setFields(List<FieldConf> fields) {
this.fields = fields;
}
public double getThreshold() {
return threshold;
}
public void setThreshold(double threshold) {
this.threshold = threshold;
}
public AggType getAggregation() {
return aggregation;
}
public void setAggregation(AggType aggregation) {
this.aggregation = aggregation;
}
public String getPositive() {
return positive;
}
public void setPositive(String positive) {
this.positive = positive;
}
public String getNegative() {
return negative;
}
public void setNegative(String negative) {
this.negative = negative;
}
public String getUndefined() {
return undefined;
}
public void setUndefined(String undefined) {
this.undefined = undefined;
}
@Override
public String toString() {
try {
return new ObjectMapper().writeValueAsString(this);
} catch (IOException e) {
throw new PaceException("Impossible to convert to JSON: ", e);
}
}
}

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@ -1,33 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import org.apache.commons.lang.StringUtils;
import java.util.Map;
abstract class AbstractComparator implements Comparator {
Map<String, Number> params;
public AbstractComparator(Map<String, Number> params){
this.params = params;
}
@Override
public double compare(Field a, Field b) {
return 0.0;
}
public static double stringSimilarity(String s1, String s2) {
String longer = s1, shorter = s2;
if (s1.length() < s2.length()) { // longer should always have greater length
longer = s2; shorter = s1;
}
int longerLength = longer.length();
if (longerLength == 0) //if strings have 0 length return 0 (no similarity)
return 0.0;
return (longerLength - StringUtils.getLevenshteinDistance(longer, shorter)) / (double) longerLength;
}
}

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@ -1,42 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import eu.dnetlib.pace.model.FieldList;
import java.util.List;
import java.util.Map;
@ComparatorClass("coauthorsMatch")
public class CoauthorsMatch extends AbstractComparator {
public CoauthorsMatch(Map<String, Number> params) {
super(params);
}
@Override
public double compare(Field a, Field b) {
final List<String> c1 = ((FieldList) a).stringList();
final List<String> c2 = ((FieldList) b).stringList();
int size1 = c1.size();
int size2 = c2.size();
//few coauthors or too many coauthors
if (size1 < params.getOrDefault("minCoauthors", 5).intValue() || size2 < params.getOrDefault("minCoauthors", 5).intValue() || (size1+size2 > params.getOrDefault("maxCoauthors", 200).intValue()))
return -1;
int coauthorship = 0;
for (String ca1: c1){
for (String ca2: c2){
if (stringSimilarity(ca1.replaceAll("\\.","").replaceAll(" ",""), ca2.replaceAll("\\.","").replaceAll(" ",""))>= params.getOrDefault("simTh", 0.7).doubleValue())
coauthorship++;
}
}
return coauthorship;
}
}

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@ -1,10 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
public interface Comparator {
//compare two fields and returns: the distace measure, -1 if undefined
public double compare(Field a, Field b);
}

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@ -1,14 +0,0 @@
package eu.dnetlib.pace.tree;
import java.lang.annotation.ElementType;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.lang.annotation.Target;
@Retention(RetentionPolicy.RUNTIME)
@Target(ElementType.TYPE)
public @interface ComparatorClass {
public String value();
}

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@ -1,25 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import java.util.Map;
@ComparatorClass("exactMatch")
public class ExactMatch extends AbstractComparator {
public ExactMatch(Map<String, Number> params) {
super(params);
}
@Override
public double compare(Field a, Field b) {
if (a.stringValue().isEmpty() || b.stringValue().isEmpty())
return -1;
else if (a.stringValue().equals(b.stringValue()))
return 1;
else
return 0;
}
}

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@ -1,31 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import java.util.Map;
@ComparatorClass("similar")
public class SimilarMatch extends AbstractComparator {
public SimilarMatch(Map<String, Number> params) {
super(params);
}
@Override
public double compare(Field a, Field b) {
if (a.stringValue().isEmpty() || b.stringValue().isEmpty())
return -1; //undefined if one name is missing
//take only the first name
String firstname1 = a.stringValue().split(" ")[0];
String firstname2 = b.stringValue().split(" ")[0];
if (firstname1.toLowerCase().trim().replaceAll("\\.","").replaceAll("\\s","").length()<=2 || firstname2.toLowerCase().replaceAll("\\.", "").replaceAll("\\s","").length()<=2) //too short names (considered similar)
return 1;
return stringSimilarity(firstname1,firstname2);
}
}

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@ -1,36 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import eu.dnetlib.pace.model.FieldListImpl;
import java.util.Map;
@ComparatorClass("topicsMatch")
public class TopicsMatch extends AbstractComparator {
public TopicsMatch(Map<String, Number> params) {
super(params);
}
@Override
public double compare(Field a, Field b) {
double[] t1 = ((FieldListImpl) a).doubleArray();
double[] t2 = ((FieldListImpl) b).doubleArray();
if (t1 == null || t2 == null)
return -1; //0 similarity if no topics in one of the authors or in both
double area = 0.0;
double min_value[] = new double[t1.length];
for(int i=0; i<t1.length; i++){
min_value[i] = (t1[i]<t2[i])?t1[i]:t2[i];
area += min_value[i];
}
return area;
}
}

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@ -1,22 +0,0 @@
package eu.dnetlib.pace.tree;
import eu.dnetlib.pace.model.Field;
import eu.dnetlib.pace.model.FieldList;
import java.util.List;
import java.util.Map;
@ComparatorClass("undefined")
public class UndefinedNode implements Comparator {
Map<String, Number> params;
@Override
public double compare(Field a, Field b) {
final List<String> sa = ((FieldList) a).stringList();
final List<String> sb = ((FieldList) b).stringList();
return 0;
}
}

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@ -1,21 +0,0 @@
package eu.dnetlib.pace.tree.support;
import eu.dnetlib.pace.util.PaceException;
public enum AggType {
AVG,
SUM,
MAX,
MIN;
public static AggType getEnum(String value) {
try {
return AggType.valueOf(value);
}
catch (IllegalArgumentException e) {
throw new PaceException("Undefined aggregation type", e);
}
}
}

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@ -1,20 +0,0 @@
package eu.dnetlib.pace.tree.support;
public enum MatchType {
ORCID_MATCH,
COAUTHORS_MATCH,
TOPICS_MATCH,
NO_MATCH,
UNDEFINED;
public static MatchType getEnum(String value) {
try {
return MatchType.valueOf(value);
}
catch (IllegalArgumentException e) {
return MatchType.UNDEFINED;
}
}
}

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@ -7,8 +7,6 @@ import eu.dnetlib.pace.condition.ConditionClass;
import eu.dnetlib.pace.distance.DistanceAlgo; import eu.dnetlib.pace.distance.DistanceAlgo;
import eu.dnetlib.pace.distance.DistanceClass; import eu.dnetlib.pace.distance.DistanceClass;
import eu.dnetlib.pace.model.FieldDef; import eu.dnetlib.pace.model.FieldDef;
import eu.dnetlib.pace.tree.Comparator;
import eu.dnetlib.pace.tree.ComparatorClass;
import org.reflections.Reflections; import org.reflections.Reflections;
import java.io.Serializable; import java.io.Serializable;
@ -22,7 +20,6 @@ public class PaceResolver implements Serializable {
private final Map<String, Class<ClusteringFunction>> clusteringFunctions; private final Map<String, Class<ClusteringFunction>> clusteringFunctions;
private final Map<String, Class<ConditionAlgo>> conditionAlgos; private final Map<String, Class<ConditionAlgo>> conditionAlgos;
private final Map<String, Class<DistanceAlgo>> distanceAlgos; private final Map<String, Class<DistanceAlgo>> distanceAlgos;
private final Map<String, Class<Comparator>> comparators;
public PaceResolver() { public PaceResolver() {
@ -37,10 +34,6 @@ public class PaceResolver implements Serializable {
this.distanceAlgos = new Reflections("eu.dnetlib").getTypesAnnotatedWith(DistanceClass.class).stream() this.distanceAlgos = new Reflections("eu.dnetlib").getTypesAnnotatedWith(DistanceClass.class).stream()
.filter(DistanceAlgo.class::isAssignableFrom) .filter(DistanceAlgo.class::isAssignableFrom)
.collect(Collectors.toMap(cl -> cl.getAnnotation(DistanceClass.class).value(), cl -> (Class<DistanceAlgo>)cl)); .collect(Collectors.toMap(cl -> cl.getAnnotation(DistanceClass.class).value(), cl -> (Class<DistanceAlgo>)cl));
this.comparators = new Reflections("eu.dnetlib").getTypesAnnotatedWith(ComparatorClass.class).stream()
.filter(Comparator.class::isAssignableFrom)
.collect(Collectors.toMap(cl -> cl.getAnnotation(ComparatorClass.class).value(), cl -> (Class<Comparator>) cl));
} }
public ClusteringFunction getClusteringFunction(String name, Map<String, Integer> params) throws PaceException { public ClusteringFunction getClusteringFunction(String name, Map<String, Integer> params) throws PaceException {
@ -67,12 +60,4 @@ public class PaceResolver implements Serializable {
} }
} }
public Comparator getComparator(String name, Map<String, Number> params) throws PaceException {
try {
return comparators.get(name).getDeclaredConstructor(Map.class).newInstance(params);
} catch (InstantiationException | IllegalAccessException | InvocationTargetException | NoSuchMethodException | NullPointerException e) {
throw new PaceException(name + " not found ", e);
}
}
} }