SOLR-10292: Adds CartesianProductStream to turn multivalued fields into multiple tuples

This commit is contained in:
Dennis Gove 2017-03-20 16:36:05 -04:00 committed by Shalin Shekhar Mangar
parent 3d67576307
commit c389148328
10 changed files with 611 additions and 1 deletions

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@ -58,6 +58,9 @@ New Features
* SOLR-9835: Create another replication mode for SolrCloud
* SOLR-10292: Adds CartesianProductStream which turns a single tuple with a multi-valued field into N
tuples, one for each value in the multi-valued field. (Dennis Gove)
Bug Fixes
----------------------
* SOLR-9262: Connection and read timeouts are being ignored by UpdateShardHandler after SOLR-4509.

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@ -154,6 +154,9 @@ public class StreamHandler extends RequestHandlerBase implements SolrCoreAware,
.withFunctionName("gatherNodes", GatherNodesStream.class)
.withFunctionName("nodes", GatherNodesStream.class)
.withFunctionName("select", SelectStream.class)
.withFunctionName("shortestPath", ShortestPathStream.class)
.withFunctionName("gatherNodes", GatherNodesStream.class)
.withFunctionName("nodes", GatherNodesStream.class)
.withFunctionName("scoreNodes", ScoreNodesStream.class)
.withFunctionName("model", ModelStream.class)
.withFunctionName("classify", ClassifyStream.class)
@ -162,6 +165,8 @@ public class StreamHandler extends RequestHandlerBase implements SolrCoreAware,
.withFunctionName("null", NullStream.class)
.withFunctionName("priority", PriorityStream.class)
.withFunctionName("significantTerms", SignificantTermsStream.class)
.withFunctionName("cartesianProduct", CartesianProductStream.class)
// metrics
.withFunctionName("min", MinMetric.class)
.withFunctionName("max", MaxMetric.class)

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@ -166,4 +166,9 @@ public class FieldComparator implements StreamComparator {
order
);
}
@Override
public StreamComparator append(StreamComparator other){
return new MultipleFieldComparator(this).append(other);
}
}

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@ -17,6 +17,8 @@
package org.apache.solr.client.solrj.io.comp;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.UUID;
@ -113,4 +115,24 @@ public class MultipleFieldComparator implements StreamComparator {
return new MultipleFieldComparator(aliasedComps);
}
@Override
public StreamComparator append(StreamComparator other){
List<StreamComparator> newComps = new ArrayList<>();
for(StreamComparator comp : comps){
newComps.add(comp);
}
if(other instanceof FieldComparator){
newComps.add(other);
}
else if(other instanceof MultipleFieldComparator){
for(StreamComparator comp : ((MultipleFieldComparator)other).comps){
newComps.add(comp);
}
}
return new MultipleFieldComparator(newComps.toArray(new StreamComparator[newComps.size()]));
}
}

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@ -27,4 +27,5 @@ import org.apache.solr.client.solrj.io.stream.expr.Expressible;
public interface StreamComparator extends Comparator<Tuple>, Expressible, Serializable {
public boolean isDerivedFrom(StreamComparator base);
public StreamComparator copyAliased(Map<String,String> aliases);
public StreamComparator append(StreamComparator other);
}

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@ -20,6 +20,8 @@
package org.apache.solr.client.solrj.io.eval;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import org.apache.solr.client.solrj.io.Tuple;
import org.apache.solr.client.solrj.io.stream.expr.Explanation;
@ -43,7 +45,31 @@ public class FieldEvaluator extends SimpleEvaluator {
@Override
public Object evaluate(Tuple tuple) {
return tuple.get(fieldName); // returns null if field doesn't exist in tuple
Object value = tuple.get(fieldName);
// if we have an array then convert to an ArrayList
// if we have an iterable that is not a list then convert to ArrayList
// lists are good to go
if(null != value){
if(value instanceof Object[]){
Object[] array = (Object[])value;
List<Object> list = new ArrayList<Object>(array.length);
for(Object obj : array){
list.add(obj);
}
return list;
}
else if(value instanceof Iterable && !(value instanceof List<?>)){
Iterable<?> iter = (Iterable<?>)value;
List<Object> list = new ArrayList<Object>();
for(Object obj : iter){
list.add(obj);
}
return list;
}
}
return value;
}
@Override

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@ -0,0 +1,301 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.solr.client.solrj.io.stream;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Locale;
import java.util.Map;
import org.apache.solr.client.solrj.io.Tuple;
import org.apache.solr.client.solrj.io.comp.FieldComparator;
import org.apache.solr.client.solrj.io.comp.StreamComparator;
import org.apache.solr.client.solrj.io.eval.FieldEvaluator;
import org.apache.solr.client.solrj.io.eval.StreamEvaluator;
import org.apache.solr.client.solrj.io.stream.expr.Explanation;
import org.apache.solr.client.solrj.io.stream.expr.Explanation.ExpressionType;
import org.apache.solr.client.solrj.io.stream.expr.Expressible;
import org.apache.solr.client.solrj.io.stream.expr.StreamExplanation;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpression;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpressionNamedParameter;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpressionParameter;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpressionParser;
import org.apache.solr.client.solrj.io.stream.expr.StreamExpressionValue;
import org.apache.solr.client.solrj.io.stream.expr.StreamFactory;
public class CartesianProductStream extends TupleStream implements Expressible {
private static final long serialVersionUID = 1;
private TupleStream stream;
private List<NamedEvaluator> evaluators;
private StreamComparator orderBy;
// Used to contain the sorted queue of generated tuples
private LinkedList<Tuple> generatedTuples;
public CartesianProductStream(StreamExpression expression,StreamFactory factory) throws IOException {
String functionName = factory.getFunctionName(getClass());
// grab all parameters out
List<StreamExpression> streamExpressions = factory.getExpressionOperandsRepresentingTypes(expression, Expressible.class, TupleStream.class);
List<StreamExpressionParameter> evaluateAsExpressions = factory.getOperandsOfType(expression, StreamExpressionValue.class);
StreamExpressionNamedParameter orderByExpression = factory.getNamedOperand(expression, "productSort");
// validate expression contains only what we want.
if(expression.getParameters().size() != streamExpressions.size() + evaluateAsExpressions.size() + (null == orderByExpression ? 0 : 1)){
throw new IOException(String.format(Locale.ROOT,"Invalid %s expression %s - unknown operands found", functionName, expression));
}
if(1 != streamExpressions.size()){
throw new IOException(String.format(Locale.ROOT,"Invalid %s expression %s - expecting single stream but found %d (must be TupleStream types)", functionName, expression, streamExpressions.size()));
}
stream = factory.constructStream(streamExpressions.get(0));
orderBy = null == orderByExpression ? null : factory.constructComparator(((StreamExpressionValue)orderByExpression.getParameter()).getValue(), FieldComparator.class);
evaluators = new ArrayList<>();
for(StreamExpressionParameter evaluateAsExpression : evaluateAsExpressions){
String fullString = ((StreamExpressionValue)evaluateAsExpression).getValue().trim();
String originalFullString = fullString; // used for error messages
// remove possible wrapping quotes
if(fullString.length() > 2 && fullString.startsWith("\"") && fullString.endsWith("\"")){
fullString = fullString.substring(1, fullString.length() - 1).trim();
}
String evaluatorPart = null;
String asNamePart = null;
if(fullString.toLowerCase(Locale.ROOT).contains(" as ")){
String[] parts = fullString.split("(?i) as "); // ensure we are splitting in a case-insensitive way
if(2 != parts.length){
throw new IOException(String.format(Locale.ROOT,"Invalid %s expression %s - expecting evaluator of form 'fieldA' or 'fieldA as alias' but found %s", functionName, expression, originalFullString));
}
evaluatorPart = parts[0].trim();
asNamePart = parts[1].trim();
}
else{
evaluatorPart = fullString;
// no rename
}
boolean wasHandledAsEvaluatorFunction = false;
StreamEvaluator evaluator = null;
if(evaluatorPart.contains("(")){
// is a possible evaluator
try{
StreamExpression asValueExpression = StreamExpressionParser.parse(evaluatorPart);
if(factory.doesRepresentTypes(asValueExpression, StreamEvaluator.class)){
evaluator = factory.constructEvaluator(asValueExpression);
wasHandledAsEvaluatorFunction = true;
}
}
catch(Throwable e){
// it was not handled, so treat as a non-evaluator
}
}
if(!wasHandledAsEvaluatorFunction){
// treat as a straight field evaluator
evaluator = new FieldEvaluator(evaluatorPart);
if(null == asNamePart){
asNamePart = evaluatorPart; // just use the field name
}
}
if(null == evaluator || null == asNamePart){
throw new IOException(String.format(Locale.ROOT,"Invalid %s expression %s - failed to parse evaluator '%s'", functionName, expression, originalFullString));
}
evaluators.add(new NamedEvaluator(asNamePart, evaluator));
}
}
@Override
public StreamExpression toExpression(StreamFactory factory) throws IOException{
return toExpression(factory, true);
}
private StreamExpression toExpression(StreamFactory factory, boolean includeStreams) throws IOException {
// function name
StreamExpression expression = new StreamExpression(factory.getFunctionName(this.getClass()));
if(includeStreams){
// we know stream is expressible
expression.addParameter(((Expressible)stream).toExpression(factory));
}
else{
expression.addParameter("<stream>");
}
// selected evaluators
for(NamedEvaluator evaluator : evaluators) {
expression.addParameter(String.format(Locale.ROOT, "%s as %s", evaluator.getEvaluator().toExpression(factory), evaluator.getName()));
}
expression.addParameter(new StreamExpressionNamedParameter("productSort", orderBy.toExpression(factory)));
return expression;
}
@Override
public Explanation toExplanation(StreamFactory factory) throws IOException {
Explanation explanation = new StreamExplanation(getStreamNodeId().toString())
.withChildren(new Explanation[]{
stream.toExplanation(factory)
})
.withFunctionName(factory.getFunctionName(this.getClass()))
.withImplementingClass(this.getClass().getName())
.withExpressionType(ExpressionType.STREAM_DECORATOR)
.withExpression(toExpression(factory, false).toString());
for(NamedEvaluator evaluator : evaluators){
explanation.addHelper(evaluator.getEvaluator().toExplanation(factory));
}
explanation.addHelper(orderBy.toExplanation(factory));
return explanation;
}
public Tuple read() throws IOException {
if(generatedTuples.isEmpty()){
Tuple tuple = stream.read();
if(tuple.EOF){
return tuple;
}
// returns tuples in desired sorted order
generatedTuples = generateTupleList(tuple);
}
return generatedTuples.pop();
}
private LinkedList<Tuple> generateTupleList(Tuple original) throws IOException{
Map<String, Object> evaluatedValues = new HashMap<>();
for(NamedEvaluator evaluator : evaluators){
evaluatedValues.put(evaluator.getName(), evaluator.getEvaluator().evaluate(original));
}
// use an array list internally because it has better sort performance
// in Java 8. We do pay a conversion to a linked list but ..... oh well
ArrayList<Tuple> generatedTupleList = new ArrayList<>();
int[] workingIndexes = new int[evaluators.size()]; // java language spec ensures all values are 0
do{
Tuple generated = original.clone();
for(int offset = 0; offset < workingIndexes.length; ++offset){
String fieldName = evaluators.get(offset).getName();
Object evaluatedValue = evaluatedValues.get(fieldName);
if(evaluatedValue instanceof Collection){
// because of the way a FieldEvaluator works we know that
// any collection is a list.
generated.put(fieldName, ((List<Object>)evaluatedValue).get(workingIndexes[offset]));
}
}
generatedTupleList.add(generated);
}while(iterate(evaluators, workingIndexes, evaluatedValues));
// order if we need to
if(null != orderBy){
generatedTupleList.sort(orderBy);
}
return new LinkedList<>(generatedTupleList);
}
private boolean iterate(List<NamedEvaluator> evaluators, int[] indexes, Map<String, Object> evaluatedValues){
// this assumes evaluators and indexes are the same length, which is ok cause we created it so we know it is
// go right to left and increment, returning true if we're not at the end
for(int offset = indexes.length - 1; offset >= 0; --offset){
Object evaluatedValue = evaluatedValues.get(evaluators.get(offset).getName());
if(evaluatedValue instanceof Collection){
int currentIndexValue = indexes[offset];
if(currentIndexValue < ((Collection)evaluatedValue).size() - 1){
indexes[offset] = currentIndexValue + 1;
return true;
}
else if(0 != offset){
indexes[offset] = 0;
// move to the left
}
}
}
// no more
return false;
}
/** Return the incoming sort + the sort applied to the generated tuples */
public StreamComparator getStreamSort(){
if(null != orderBy){
return stream.getStreamSort().append(orderBy);
}
return stream.getStreamSort();
}
public void setStreamContext(StreamContext context) {
this.stream.setStreamContext(context);
}
public List<TupleStream> children() {
List<TupleStream> l = new ArrayList<>();
l.add(stream);
return l;
}
public void open() throws IOException {
stream.open();
generatedTuples = new LinkedList<>();
}
public void close() throws IOException {
stream.close();
generatedTuples.clear();
}
public int getCost() {
return 0;
}
class NamedEvaluator{
private String name;
private StreamEvaluator evaluator;
public NamedEvaluator(String name, StreamEvaluator evaluator){
this.name = name;
this.evaluator = evaluator;
}
public String getName(){
return name;
}
public StreamEvaluator getEvaluator(){
return evaluator;
}
}
}

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@ -526,6 +526,7 @@
<dynamicField name="*_ss" type="string" indexed="true" stored="true" multiValued="true"/>
<dynamicField name="*_s1" type="string" indexed="true" stored="true" multiValued="false"/>
<dynamicField name="*_l" type="long" indexed="true" stored="true"/>
<dynamicField name="*_ls" type="long" indexed="true" stored="true" multiValued="true"/>
<dynamicField name="*_l1" type="long" indexed="true" stored="true" multiValued="false"/>
<dynamicField name="*_t" type="text" indexed="true" stored="true"/>
<dynamicField name="*_b" type="boolean" indexed="true" stored="true"/>

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@ -4959,6 +4959,138 @@ public class StreamExpressionTest extends SolrCloudTestCase {
}
@Test
public void testCartesianProductStream() throws Exception {
new UpdateRequest()
.add(id, "0", "a_ss", "a", "a_ss", "b", "a_ss", "c", "a_ss", "d", "a_ss", "e", "b_ls", "1", "b_ls", "2", "b_ls", "3")
.add(id, "1", "a_ss", "a", "a_ss", "b", "a_ss", "c", "a_ss", "d", "a_ss", "e")
.commit(cluster.getSolrClient(), COLLECTIONORALIAS);
StreamExpression expression;
TupleStream stream;
List<Tuple> tuples;
StreamFactory factory = new StreamFactory()
.withCollectionZkHost("collection1", cluster.getZkServer().getZkAddress())
.withFunctionName("search", CloudSolrStream.class)
.withFunctionName("cartesian", CartesianProductStream.class);
// single selection, no sort
stream = factory.constructStream("cartesian("
+ "search(collection1, q=*:*, fl=\"id,a_ss\", sort=\"id asc\"),"
+ "a_ss"
+ ")");
tuples = getTuples(stream);
assertEquals(10, tuples.size());
assertOrder(tuples, 0,0,0,0,0,1,1,1,1,1);
assertEquals("a", tuples.get(0).get("a_ss"));
assertEquals("c", tuples.get(2).get("a_ss"));
assertEquals("a", tuples.get(5).get("a_ss"));
assertEquals("c", tuples.get(7).get("a_ss"));
// single selection, sort
stream = factory.constructStream("cartesian("
+ "search(collection1, q=*:*, fl=\"id,a_ss\", sort=\"id asc\"),"
+ "a_ss,"
+ "productSort=\"a_ss DESC\""
+ ")");
tuples = getTuples(stream);
assertEquals(10, tuples.size());
assertOrder(tuples, 0,0,0,0,0,1,1,1,1,1);
assertEquals("e", tuples.get(0).get("a_ss"));
assertEquals("c", tuples.get(2).get("a_ss"));
assertEquals("e", tuples.get(5).get("a_ss"));
assertEquals("c", tuples.get(7).get("a_ss"));
// multi selection, sort
stream = factory.constructStream("cartesian("
+ "search(collection1, q=*:*, fl=\"id,a_ss,b_ls\", sort=\"id asc\"),"
+ "a_ss,"
+ "b_ls,"
+ "productSort=\"a_ss ASC\""
+ ")");
tuples = getTuples(stream);
assertEquals(20, tuples.size()); // (5 * 3) + 5
assertOrder(tuples, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1);
assertEquals("a", tuples.get(0).get("a_ss"));
assertEquals(1L, tuples.get(0).get("b_ls"));
assertEquals("a", tuples.get(1).get("a_ss"));
assertEquals(2L, tuples.get(1).get("b_ls"));
assertEquals("a", tuples.get(2).get("a_ss"));
assertEquals(3L, tuples.get(2).get("b_ls"));
assertEquals("b", tuples.get(3).get("a_ss"));
assertEquals(1L, tuples.get(3).get("b_ls"));
assertEquals("b", tuples.get(4).get("a_ss"));
assertEquals(2L, tuples.get(4).get("b_ls"));
assertEquals("b", tuples.get(5).get("a_ss"));
assertEquals(3L, tuples.get(5).get("b_ls"));
// multi selection, sort
stream = factory.constructStream("cartesian("
+ "search(collection1, q=*:*, fl=\"id,a_ss,b_ls\", sort=\"id asc\"),"
+ "a_ss,"
+ "b_ls,"
+ "productSort=\"a_ss ASC, b_ls DESC\""
+ ")");
tuples = getTuples(stream);
assertEquals(20, tuples.size()); // (5 * 3) + 5
assertOrder(tuples, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1);
assertEquals("a", tuples.get(0).get("a_ss"));
assertEquals(3L, tuples.get(0).get("b_ls"));
assertEquals("a", tuples.get(1).get("a_ss"));
assertEquals(2L, tuples.get(1).get("b_ls"));
assertEquals("a", tuples.get(2).get("a_ss"));
assertEquals(1L, tuples.get(2).get("b_ls"));
assertEquals("b", tuples.get(3).get("a_ss"));
assertEquals(3L, tuples.get(3).get("b_ls"));
assertEquals("b", tuples.get(4).get("a_ss"));
assertEquals(2L, tuples.get(4).get("b_ls"));
assertEquals("b", tuples.get(5).get("a_ss"));
assertEquals(1L, tuples.get(5).get("b_ls"));
// multi selection, sort
stream = factory.constructStream("cartesian("
+ "search(collection1, q=*:*, fl=\"id,a_ss,b_ls\", sort=\"id asc\"),"
+ "a_ss,"
+ "b_ls,"
+ "productSort=\"b_ls DESC\""
+ ")");
tuples = getTuples(stream);
assertEquals(20, tuples.size()); // (5 * 3) + 5
assertOrder(tuples, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1);
assertEquals("a", tuples.get(0).get("a_ss"));
assertEquals(3L, tuples.get(0).get("b_ls"));
assertEquals("b", tuples.get(1).get("a_ss"));
assertEquals(3L, tuples.get(1).get("b_ls"));
assertEquals("c", tuples.get(2).get("a_ss"));
assertEquals(3L, tuples.get(2).get("b_ls"));
assertEquals("d", tuples.get(3).get("a_ss"));
assertEquals(3L, tuples.get(3).get("b_ls"));
assertEquals("e", tuples.get(4).get("a_ss"));
assertEquals(3L, tuples.get(4).get("b_ls"));
assertEquals("a", tuples.get(5).get("a_ss"));
assertEquals(2L, tuples.get(5).get("b_ls"));
assertEquals("b", tuples.get(6).get("a_ss"));
assertEquals(2L, tuples.get(6).get("b_ls"));
assertEquals("c", tuples.get(7).get("a_ss"));
assertEquals(2L, tuples.get(7).get("b_ls"));
assertEquals("d", tuples.get(8).get("a_ss"));
assertEquals(2L, tuples.get(8).get("b_ls"));
assertEquals("e", tuples.get(9).get("a_ss"));
assertEquals(2L, tuples.get(9).get("b_ls"));
}
@Test
public void testParallelComplementStream() throws Exception {

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@ -0,0 +1,114 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.solr.client.solrj.io.stream.eval;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.Map;
import java.util.PriorityQueue;
import org.apache.lucene.util.LuceneTestCase;
import org.apache.solr.client.solrj.io.Tuple;
import org.apache.solr.client.solrj.io.eval.FieldEvaluator;
import org.junit.Test;
import junit.framework.Assert;
public class FieldEvaluatorTest extends LuceneTestCase {
Map<String, Object> values;
public FieldEvaluatorTest() {
super();
values = new HashMap<String,Object>();
}
@SuppressWarnings("serial")
@Test
public void listTypes() throws Exception{
values.clear();
values.put("a", new ArrayList<Boolean>(){{ add(true); add(false); }});
values.put("b", new ArrayList<Double>(){{ add(0.0); add(1.1); }});
values.put("c", new ArrayList<Integer>(){{ add(0); add(1); }});
values.put("d", new ArrayList<Long>(){{ add(0L); add(1L); }});
values.put("e", new ArrayList<String>(){{ add("first"); add("second"); }});
Tuple tuple = new Tuple(values);
for(String fieldName : new String[]{ "a", "b", "c", "d", "e" }){
Assert.assertTrue(new FieldEvaluator(fieldName).evaluate(tuple) instanceof Collection);
Assert.assertEquals(2, ((Collection<?>)new FieldEvaluator(fieldName).evaluate(tuple)).size());
}
Assert.assertEquals(false, ((Collection<?>)new FieldEvaluator("a").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1.1, ((Collection<?>)new FieldEvaluator("b").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1, ((Collection<?>)new FieldEvaluator("c").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1L, ((Collection<?>)new FieldEvaluator("d").evaluate(tuple)).toArray()[1]);
Assert.assertEquals("second", ((Collection<?>)new FieldEvaluator("e").evaluate(tuple)).toArray()[1]);
}
@Test
public void arrayTypes() throws Exception{
values.clear();
values.put("a", new Boolean[]{ true, false });
values.put("b", new Double[]{ 0.0, 1.1 });
values.put("c", new Integer[]{ 0, 1 });
values.put("d", new Long[]{ 0L, 1L });
values.put("e", new String[]{ "first", "second" });
Tuple tuple = new Tuple(values);
for(String fieldName : new String[]{ "a", "b", "c", "d", "e" }){
Assert.assertTrue(new FieldEvaluator(fieldName).evaluate(tuple) instanceof Collection);
Assert.assertEquals(2, ((Collection<?>)new FieldEvaluator(fieldName).evaluate(tuple)).size());
}
Assert.assertEquals(false, ((Collection<?>)new FieldEvaluator("a").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1.1, ((Collection<?>)new FieldEvaluator("b").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1, ((Collection<?>)new FieldEvaluator("c").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1L, ((Collection<?>)new FieldEvaluator("d").evaluate(tuple)).toArray()[1]);
Assert.assertEquals("second", ((Collection<?>)new FieldEvaluator("e").evaluate(tuple)).toArray()[1]);
}
@SuppressWarnings("serial")
@Test
public void iterableTypes() throws Exception{
values.clear();
values.put("a", new PriorityQueue<Boolean>(){{ add(true); add(false); }});
values.put("b", new PriorityQueue<Double>(){{ add(0.0); add(1.1); }});
values.put("c", new PriorityQueue<Integer>(){{ add(0); add(1); }});
values.put("d", new PriorityQueue<Long>(){{ add(0L); add(1L); }});
values.put("e", new PriorityQueue<String>(){{ add("first"); add("second"); }});
Tuple tuple = new Tuple(values);
for(String fieldName : new String[]{ "a", "b", "c", "d", "e" }){
Assert.assertTrue(new FieldEvaluator(fieldName).evaluate(tuple) instanceof Collection);
Assert.assertEquals(2, ((Collection<?>)new FieldEvaluator(fieldName).evaluate(tuple)).size());
}
// the priority queue is doing natural ordering, so false is first
Assert.assertEquals(true, ((Collection<?>)new FieldEvaluator("a").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1.1, ((Collection<?>)new FieldEvaluator("b").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1, ((Collection<?>)new FieldEvaluator("c").evaluate(tuple)).toArray()[1]);
Assert.assertEquals(1L, ((Collection<?>)new FieldEvaluator("d").evaluate(tuple)).toArray()[1]);
Assert.assertEquals("second", ((Collection<?>)new FieldEvaluator("e").evaluate(tuple)).toArray()[1]);
}
}