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// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package com.yahoo.search.querytransform;
import com.yahoo.prelude.Index;
import com.yahoo.prelude.IndexFacts;
import com.yahoo.prelude.query.CompositeItem;
import com.yahoo.prelude.query.DotProductItem;
import com.yahoo.prelude.query.Item;
import com.yahoo.prelude.query.OrItem;
import com.yahoo.prelude.query.WandItem;
import com.yahoo.prelude.query.WeakAndItem;
import com.yahoo.prelude.query.WordItem;
import com.yahoo.processing.IllegalInputException;
import com.yahoo.processing.request.CompoundName;
import com.yahoo.search.Query;
import com.yahoo.search.Result;
import com.yahoo.search.Searcher;
import com.yahoo.search.result.ErrorMessage;
import com.yahoo.search.searchchain.Execution;
import java.util.LinkedHashMap;
import java.util.Map;
import com.yahoo.text.SimpleMapParser;
import com.yahoo.yolean.Exceptions;
/**
* Searcher that will create a Vespa WAND item from a list of tokens with weights.
* IndexFacts is used to determine which WAND to create.
*
* @author geirst
* @author bratseth
*/
public class WandSearcher extends Searcher {
/**
* Enum used to represent which "wand" this searcher should produce.
*/
private enum WandType {
VESPA("vespa"),
OR("or"),
PARALLEL("parallel"),
DOT_PRODUCT("dotProduct");
private final String type;
WandType(String type) {
this.type = type;
}
public static WandType create(String type) {
for (WandType enumType : WandType.values()) {
if (enumType.type.equals(type)) {
return enumType;
}
}
return WandType.VESPA;
}
}
/**
* Class to resolve the inputs used by this searcher.
*/
private static class InputResolver {
private static final CompoundName WAND_FIELD = CompoundName.from("wand.field");
private static final CompoundName WAND_TOKENS = CompoundName.from("wand.tokens");
private static final CompoundName WAND_HEAP_SIZE = CompoundName.from("wand.heapSize");
private static final CompoundName WAND_TYPE = CompoundName.from("wand.type");
private static final CompoundName WAND_SCORE_THRESHOLD = CompoundName.from("wand.scoreThreshold");
private static final CompoundName WAND_THRESHOLD_BOOST_FACTOR = CompoundName.from("wand.thresholdBoostFactor");
private final String fieldName;
private final WandType wandType;
private final Map<Object, Integer> tokens;
private final int heapSize;
private final double scoreThreshold;
private final double thresholdBoostFactor;
public InputResolver(Query query, Execution execution) {
fieldName = query.properties().getString(WAND_FIELD);
if (fieldName != null) {
String tokens = query.properties().getString(WAND_TOKENS);
if (tokens != null) {
IndexFacts.Session indexFacts = execution.context().getIndexFacts().newSession(query);
Index index = indexFacts.getIndex(fieldName);
wandType = resolveWandType(index, indexFacts, query);
if (index.isNumerical() && (wandType == WandType.DOT_PRODUCT || wandType == WandType.PARALLEL)) {
this.tokens = new LongIntegerMapParser().parse(tokens, new LinkedHashMap<>(200));
} else {
this.tokens = new MapObjectIntegerParser().parse(tokens, new LinkedHashMap<>(200));
}
heapSize = resolveHeapSize(query);
scoreThreshold = resolveScoreThreshold(query);
thresholdBoostFactor = resolveThresholdBoostFactor(query);
return;
}
}
wandType = null;
tokens = null;
heapSize = 0;
scoreThreshold = 0;
thresholdBoostFactor = 1;
}
private WandType resolveWandType(Index index, IndexFacts.Session indexFacts, Query query) {
if (index.isNull()) {
throw new IllegalInputException("Field '" + fieldName + "' was not found in " + indexFacts);
} else {
return WandType.create(query.properties().getString(WAND_TYPE, "vespa"));
}
}
private int resolveHeapSize(Query query) {
String defaultHeapSize = "100";
return Integer.parseInt(query.properties().getString(WAND_HEAP_SIZE, defaultHeapSize));
}
private double resolveScoreThreshold(Query query) {
return Double.parseDouble(query.properties().getString(WAND_SCORE_THRESHOLD, "0"));
}
private double resolveThresholdBoostFactor(Query query) {
return Double.parseDouble(query.properties().getString(WAND_THRESHOLD_BOOST_FACTOR, "1"));
}
public boolean hasValidData() {
return tokens != null && !tokens.isEmpty();
}
public String getFieldName() {
return fieldName;
}
public Map<Object, Integer> getTokens() {
return tokens;
}
public WandType getWandType() {
return wandType;
}
public Integer getHeapSize() {
return heapSize;
}
public Double getScoreThreshold() {
return scoreThreshold;
}
public Double getThresholdBoostFactor() {
return thresholdBoostFactor;
}
}
@Override
public Result search(Query query, Execution execution) {
try {
InputResolver inputs = new InputResolver(query, execution);
if ( ! inputs.hasValidData()) return execution.search(query);
query.getModel().getQueryTree().and(createWandQueryItem(inputs));
query.trace("WandSearcher: Added WAND operator", true, 4);
return execution.search(query);
}
catch (IllegalArgumentException e) {
return new Result(query,ErrorMessage.createInvalidQueryParameter(Exceptions.toMessageString(e)));
}
}
private Item createWandQueryItem(InputResolver inputs) {
if (inputs.getWandType().equals(WandType.VESPA)) {
return populate(new WeakAndItem(inputs.getHeapSize()), inputs.getFieldName(), inputs.getTokens());
} else if (inputs.getWandType().equals(WandType.OR)) {
return populate(new OrItem(), inputs.getFieldName(), inputs.getTokens());
} else if (inputs.getWandType().equals(WandType.PARALLEL)) {
return populate(new WandItem(inputs.getFieldName(), inputs.getHeapSize(), inputs.getTokens()),
inputs.getScoreThreshold(), inputs.getThresholdBoostFactor());
} else if (inputs.getWandType().equals(WandType.DOT_PRODUCT)) {
return new DotProductItem(inputs.getFieldName(), inputs.getTokens());
}
throw new IllegalInputException("Unknown type '" + inputs.getWandType() + "'");
}
private CompositeItem populate(CompositeItem parent, String fieldName, Map<Object,Integer> tokens) {
for (Map.Entry<Object,Integer> entry : tokens.entrySet()) {
WordItem wordItem = new WordItem(entry.getKey().toString(), fieldName);
wordItem.setWeight(entry.getValue());
wordItem.setStemmed(true);
wordItem.setNormalizable(false);
parent.addItem(wordItem);
}
return parent;
}
private WandItem populate(WandItem item, double scoreThreshold, double thresholdBoostFactor) {
item.setScoreThreshold(scoreThreshold);
item.setThresholdBoostFactor(thresholdBoostFactor);
return item;
}
private static class MapObjectIntegerParser extends SimpleMapParser {
protected Map<Object, Integer> map;
public Map<Object,Integer> parse(String string, Map<Object,Integer> map) {
this.map = map;
parse(string);
return this.map;
}
@Override
protected void handleKeyValue(String key, String value) {
map.put(key, Integer.parseInt(value));
}
}
private static class LongIntegerMapParser extends MapObjectIntegerParser {
@Override
protected void handleKeyValue(String key, String value) {
map.put(Long.parseLong(key), Integer.parseInt(value));
}
}
}
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