LUCENE-9575 Add PatternTypingFilter to annotate tokens with flags and types (#1995)

LUCENE-9575 Add PatternTypingFilter
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Gus Heck 2021-01-23 18:40:13 -05:00 committed by GitHub
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/*
* 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.lucene.analysis.pattern;
import org.apache.lucene.analysis.TokenFilter;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
import org.apache.lucene.analysis.tokenattributes.FlagsAttribute;
import org.apache.lucene.analysis.tokenattributes.TypeAttribute;
import java.io.IOException;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
/**
* Set a type attribute to a parameterized value when tokens are matched by any of a several regex patterns. The
* value set in the type attribute is parameterized with the match groups of the regex used for matching.
* In combination with TypeAsSynonymFilter and DropIfFlagged filter this can supply complex synonym patterns
* that are protected from subsequent analysis, and optionally drop the original term based on the flag
* set in this filter. See {@link PatternTypingFilterFactory} for full documentation.
*
* @see PatternTypingFilterFactory
* @since 8.8.0
*/
public class PatternTypingFilter extends TokenFilter {
private final PatternTypingRule[] replacementAndFlagByPattern;
private final CharTermAttribute termAtt = addAttribute(CharTermAttribute.class);
private final FlagsAttribute flagAtt = addAttribute(FlagsAttribute.class);
private final TypeAttribute typeAtt = addAttribute(TypeAttribute.class);
public PatternTypingFilter(TokenStream input, PatternTypingRule... replacementAndFlagByPattern) {
super(input);
this.replacementAndFlagByPattern = replacementAndFlagByPattern;
}
@Override
public final boolean incrementToken() throws IOException {
if (input.incrementToken()) {
for (PatternTypingRule rule : replacementAndFlagByPattern) {
Matcher matcher = rule.getPattern().matcher(termAtt);
if (matcher.find()) {
// allow 2nd reset() and find() that occurs inside replaceFirst to avoid excess string creation
typeAtt.setType(matcher.replaceFirst(rule.getTypeTemplate()));
flagAtt.setFlags(rule.getFlags());
return true;
}
}
return true;
}
return false;
}
/**
* Value holding class for pattern typing rules.
*/
public static class PatternTypingRule {
private final Pattern pattern;
private final int flags;
private final String typeTemplate;
public PatternTypingRule(Pattern pattern, int flags, String typeTemplate) {
this.pattern = pattern;
this.flags = flags;
this.typeTemplate = typeTemplate;
}
public Pattern getPattern() {
return pattern;
}
public int getFlags() {
return flags;
}
public String getTypeTemplate() {
return typeTemplate;
}
}
}

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/*
* 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.lucene.analysis.pattern;
import org.apache.lucene.analysis.TokenFilterFactory;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.pattern.PatternTypingFilter.PatternTypingRule;
import org.apache.lucene.util.ResourceLoader;
import org.apache.lucene.util.ResourceLoaderAware;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.regex.Pattern;
/**
* Provides a filter that will analyze tokens with the analyzer from an arbitrary field type. By itself this
* filter is not very useful. Normally it is combined with a filter that reacts to types or flags.
*
* <pre class="prettyprint" >
* &lt;fieldType name="text_taf" class="solr.TextField" positionIncrementGap="100"&gt;
* &lt;analyzer&gt;
* &lt;tokenizer class="solr.WhitespaceTokenizerFactory"/&gt;
* &lt;filter class="com.example.PatternTypingFilter" patternFile="patterns.txt"/&gt;
* &lt;filter class="solr.TokenAnalyzerFilter" asType="text_en" preserveType="true"/&gt;
* &lt;filter class="solr.TypeAsSynonymFilterFactory" prefix="__TAS__"
* ignore="word,&amp;lt;ALPHANUM&amp;gt;,&amp;lt;NUM&amp;gt;,&amp;lt;SOUTHEAST_ASIAN&amp;gt;,&amp;lt;IDEOGRAPHIC&amp;gt;,&amp;lt;HIRAGANA&amp;gt;,&amp;lt;KATAKANA&amp;gt;,&amp;lt;HANGUL&amp;gt;,&amp;lt;EMOJI&amp;gt;"/&gt;
* &lt;/analyzer&gt;
* &lt;/fieldType&gt;</pre>
* <p>
* Note that a configuration such as above may interfere with multi-word synonyms. The patterns file has the format:
* <pre>
* (flags) (pattern) ::: (replacement)
* </pre>
* Therefore to set the first 2 flag bits on the original token matching 401k or 401(k) and adding a type of
* 'legal2_401_k' whenever either one is encountered one would use:
* <pre>
* 3 (\d+)\(?([a-z])\)? ::: legal2_$1_$2
* </pre>
* Note that the number indicating the flag bits to set must not have leading spaces and be followed by a single
* space, and must be 0 if no flags should be set. The flags number should not contain commas or a decimal point.
* Lines for which the first character is <code>#</code> will be ignored as comments. Does not support producing
* a synonym textually identical to the original term.
*
* @lucene.spi {@value #NAME}
* @since 8.8
*/
public class PatternTypingFilterFactory extends TokenFilterFactory implements ResourceLoaderAware {
/**
* SPI name
*/
public static final String NAME = "patternTyping";
private final String patternFile;
private PatternTypingRule[] rules;
/**
* Creates a new PatternTypingFilterFactory
*/
public PatternTypingFilterFactory(Map<String, String> args) {
super(args);
patternFile = require(args, "patternFile");
if (!args.isEmpty()) {
throw new IllegalArgumentException("Unknown parameters: " + args);
}
}
/**
* Default ctor for compatibility with SPI
*/
public PatternTypingFilterFactory() {
throw defaultCtorException();
}
@Override
public void inform(ResourceLoader loader) throws IOException {
List<PatternTypingRule> ruleList = new ArrayList<>();
List<String> lines = getLines(loader, patternFile);
// format: # regex ::: typename[_$1[_$2 ...]] (technically _$1 does not need the '_' but it usually makes sense)
// eg: 2 (\d+\(?([a-z])\)?\(?(\d+)\)? ::: legal3_$1_$2_3
// which yields legal3_501_c_3 for 501(c)(3) or 501c3 and sets the second lowest bit in flags
for (String line : lines) {
int firstSpace = line.indexOf(" "); // no leading spaces allowed
int flagsVal = Integer.parseInt(line.substring(0, firstSpace));
line = line.substring(firstSpace + 1);
String[] split = line.split(" ::: "); // arbitrary, unlikely to occur in a useful regex easy to read
if (split.length != 2) {
throw new RuntimeException("The PatternTypingFilter: Always two there are, no more, no less, a pattern and a replacement (separated by ' ::: ' )");
}
Pattern compiled = Pattern.compile(split[0]);
ruleList.add(new PatternTypingRule(compiled, flagsVal, split[1]));
}
this.rules = ruleList.toArray(new PatternTypingRule[0]);
}
@Override
public TokenStream create(TokenStream input) {
return new PatternTypingFilter(input, rules);
}
}

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@ -97,6 +97,7 @@ org.apache.lucene.analysis.no.NorwegianLightStemFilterFactory
org.apache.lucene.analysis.no.NorwegianMinimalStemFilterFactory
org.apache.lucene.analysis.pattern.PatternReplaceFilterFactory
org.apache.lucene.analysis.pattern.PatternCaptureGroupFilterFactory
org.apache.lucene.analysis.pattern.PatternTypingFilterFactory
org.apache.lucene.analysis.payloads.DelimitedPayloadTokenFilterFactory
org.apache.lucene.analysis.payloads.NumericPayloadTokenFilterFactory
org.apache.lucene.analysis.payloads.TokenOffsetPayloadTokenFilterFactory

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/*
* 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.lucene.analysis.pattern;
import org.apache.lucene.analysis.BaseTokenStreamTestCase;
import org.apache.lucene.analysis.CannedTokenStream;
import org.apache.lucene.analysis.Token;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.pattern.PatternTypingFilter.PatternTypingRule;
import java.io.IOException;
import java.util.regex.Pattern;
/**
* Test that this filter sets a type for tokens matching patterns defined in a patterns.txt file
*/
public class TestPatternTypingFilter extends BaseTokenStreamTestCase {
/**
* Test the straight forward cases. When all flags match the token should be dropped
*/
public void testPatterns() throws Exception {
Token tokenA1 = new Token("One", 0, 2);
Token tokenA2 = new Token("401(k)", 4, 9);
Token tokenA3 = new Token("two", 11, 13);
Token tokenB1 = new Token("three", 15, 19);
Token tokenB2 = new Token("401k", 21, 24);
TokenStream ts = new CannedTokenStream(tokenA1, tokenA2, tokenA3, tokenB1, tokenB2);
//2 ^(\d+)\(?([a-z])\)?$ ::: legal2_$1_$2
ts = new PatternTypingFilter(ts,
new PatternTypingRule(Pattern.compile("^(\\d+)\\(?([a-z])\\)?$"),2,"legal2_$1_$2"));
assertTokenStreamContents(ts, new String[]{
"One", "401(k)", "two", "three", "401k"}, null, null,
new String[]{"word", "legal2_401_k", "word", "word", "legal2_401_k"},
null, null, null, null, null, false, null,
new int[]{0, 2, 0, 0, 2});
}
public void testFirstPatternWins() throws IOException {
Token tokenA1 = new Token("One", 0, 2);
Token tokenA3 = new Token("forty-two", 11, 13);
Token tokenB1 = new Token("4-2", 15, 19);
TokenStream ts = new CannedTokenStream(tokenA1, tokenA3, tokenB1);
//2 ^(\d+)\(?([a-z])\)?$ ::: legal2_$1_$2
PatternTypingRule p1 = new PatternTypingRule(Pattern.compile("^(\\d+)-(\\d+)$"), 6, "$1_hnum_$2");
PatternTypingRule p2 = new PatternTypingRule(Pattern.compile("^(\\w+)-(\\w+)$"), 2, "$1_hword_$2");
ts = new PatternTypingFilter(ts, p1,p2); // 101
assertTokenStreamContents(ts, new String[]{
"One", "forty-two", "4-2"}, null, null,
new String[]{"word", "forty_hword_two", "4_hnum_2"},
null, null, null, null, null, false, null,
new int[]{0, 2, 6});
}
}

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/*
* 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.lucene.analysis.pattern;
import org.apache.lucene.analysis.BaseTokenStreamFactoryTestCase;
import org.apache.lucene.analysis.CannedTokenStream;
import org.apache.lucene.analysis.Token;
import org.apache.lucene.analysis.TokenFilterFactory;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.util.StringMockResourceLoader;
import org.apache.lucene.util.Version;
/**
* This test just ensures the factory works
*/
public class TestPatternTypingFilterFactory extends BaseTokenStreamFactoryTestCase {
public void testFactory() throws Exception {
Token tokenA1 = new Token("One", 0, 2);
Token tokenA3 = new Token("forty-two", 11, 13);
Token tokenB1 = new Token("4-2", 15, 19);
TokenStream ts = new CannedTokenStream(tokenA1, tokenA3, tokenB1);
TokenFilterFactory tokenFilterFactory = tokenFilterFactory("patternTyping", Version.LATEST, new StringMockResourceLoader(
"6 \\b(\\d+)-(\\d+) ::: $1_hnum_$2\n" +
"2 \\b(\\w+)-(\\w+) ::: $1_hword_$2"
), "patternFile", "patterns.txt");
ts = tokenFilterFactory.create(ts);
assertTokenStreamContents(ts, new String[]{
"One", "forty-two", "4-2"}, null, null,
new String[]{"word", "forty_hword_two", "4_hnum_2"},
null, null, null, null, null, false, null,
new int[]{0, 2, 6});
}
}