Add support for customizing the rule file in ICU tokenizer

Lucene allows to create a ICUTokenizer with a special config argument
enabling the customization of the rule based iterator by providing
custom rules files.

This commit enable this feature. Users could provide a list of RBBI rule
files to ICU tokenizer.

closes #13146
This commit is contained in:
xuzha 2015-09-05 11:07:59 -07:00 committed by Xu Zhang
parent 858ca23b70
commit cd527c5b92
7 changed files with 443 additions and 1 deletions

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@ -115,6 +115,74 @@ PUT icu_sample
-------------------------------------------------- --------------------------------------------------
// AUTOSENSE // AUTOSENSE
===== Rules customization
experimental[]
You can customize the `icu-tokenizer` behavior by specifying per-script rule files, see the
http://userguide.icu-project.org/boundaryanalysis#TOC-RBBI-Rules[RBBI rules syntax reference]
for a more detailed explanation.
To add icu tokenizer rules, set the `rule_files` settings, which should contain a comma-separated list of
`code:rulefile` pairs in the following format:
http://unicode.org/iso15924/iso15924-codes.html[four-letter ISO 15924 script code],
followed by a colon, then a rule file name. Rule files are placed `ES_HOME/config` directory.
As a demonstration of how the rule files can be used, save the following user file to `$ES_HOME/config/KeywordTokenizer.rbbi`:
[source,text]
-----------------------
.+ {200};
-----------------------
Then create an analyzer to use this rule file as follows:
[source,json]
--------------------------------------------------
PUT icu_sample
{
"settings": {
"index":{
"analysis":{
"tokenizer" : {
"icu_user_file" : {
"type" : "icu_tokenizer",
"rule_files" : "Latn:KeywordTokenizer.rbbi"
}
},
"analyzer" : {
"my_analyzer" : {
"type" : "custom",
"tokenizer" : "icu_user_file"
}
}
}
}
}
}
POST icu_sample/_analyze?analyzer=my_analyzer&text=Elasticsearch. Wow!
--------------------------------------------------
// AUTOSENSE
The above `analyze` request returns the following:
[source,json]
--------------------------------------------------
# Result
{
"tokens": [
{
"token": "Elasticsearch. Wow!",
"start_offset": 0,
"end_offset": 19,
"type": "<ALPHANUM>",
"position": 0
}
]
}
--------------------------------------------------
[[analysis-icu-normalization]] [[analysis-icu-normalization]]
==== ICU Normalization Token Filter ==== ICU Normalization Token Filter

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@ -19,23 +19,109 @@
package org.elasticsearch.index.analysis; package org.elasticsearch.index.analysis;
import com.ibm.icu.lang.UCharacter;
import com.ibm.icu.lang.UProperty;
import com.ibm.icu.lang.UScript;
import com.ibm.icu.text.BreakIterator;
import com.ibm.icu.text.RuleBasedBreakIterator;
import org.apache.lucene.analysis.Tokenizer; import org.apache.lucene.analysis.Tokenizer;
import org.apache.lucene.analysis.icu.segmentation.DefaultICUTokenizerConfig;
import org.apache.lucene.analysis.icu.segmentation.ICUTokenizer; import org.apache.lucene.analysis.icu.segmentation.ICUTokenizer;
import org.apache.lucene.analysis.icu.segmentation.ICUTokenizerConfig;
import org.elasticsearch.ElasticsearchException;
import org.elasticsearch.common.settings.Setting;
import org.elasticsearch.common.settings.Settings; import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.env.Environment; import org.elasticsearch.env.Environment;
import org.elasticsearch.index.IndexSettings; import org.elasticsearch.index.IndexSettings;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;
/** /**
*/ */
public class IcuTokenizerFactory extends AbstractTokenizerFactory { public class IcuTokenizerFactory extends AbstractTokenizerFactory {
private final ICUTokenizerConfig config;
private static final String RULE_FILES = "rule_files";
public static final Setting<List<String>> SETTING_RULE_FILES =
Setting.listSetting(RULE_FILES, Collections.emptyList(), Function.identity(), Setting.Property.IndexScope);
public IcuTokenizerFactory(IndexSettings indexSettings, Environment environment, String name, Settings settings) { public IcuTokenizerFactory(IndexSettings indexSettings, Environment environment, String name, Settings settings) {
super(indexSettings, name, settings); super(indexSettings, name, settings);
config = getIcuConfig(environment, settings);
} }
@Override @Override
public Tokenizer create() { public Tokenizer create() {
if (config == null) {
return new ICUTokenizer(); return new ICUTokenizer();
}else{
return new ICUTokenizer(config);
}
} }
private ICUTokenizerConfig getIcuConfig(Environment env, Settings settings) {
Map<Integer, String> tailored = new HashMap<>();
try {
List<String> ruleFiles = SETTING_RULE_FILES.get(settings);
for (String scriptAndResourcePath : ruleFiles) {
int colonPos = scriptAndResourcePath.indexOf(":");
if (colonPos == -1 || colonPos == scriptAndResourcePath.length() - 1) {
throw new IllegalArgumentException(RULE_FILES + " should contain comma-separated \"code:rulefile\" pairs");
}
String scriptCode = scriptAndResourcePath.substring(0, colonPos).trim();
String resourcePath = scriptAndResourcePath.substring(colonPos + 1).trim();
tailored.put(UCharacter.getPropertyValueEnum(UProperty.SCRIPT, scriptCode), resourcePath);
}
if (tailored.isEmpty()) {
return null;
} else {
final BreakIterator breakers[] = new BreakIterator[UScript.CODE_LIMIT];
for (Map.Entry<Integer, String> entry : tailored.entrySet()) {
int code = entry.getKey();
String resourcePath = entry.getValue();
breakers[code] = parseRules(resourcePath, env);
}
// cjkAsWords is not configurable yet.
ICUTokenizerConfig config = new DefaultICUTokenizerConfig(true) {
@Override
public BreakIterator getBreakIterator(int script) {
if (breakers[script] != null) {
return (BreakIterator) breakers[script].clone();
} else {
return super.getBreakIterator(script);
}
}
};
return config;
}
} catch (Throwable t) {
throw new ElasticsearchException("failed to load ICU rule files", t);
}
}
//parse a single RBBi rule file
private BreakIterator parseRules(String filename, Environment env) throws IOException {
final Path path = env.configFile().resolve(filename);
String rules = Files.readAllLines(path)
.stream()
.filter((v) -> v.startsWith("#") == false)
.collect(Collectors.joining("\n"));
return new RuleBasedBreakIterator(rules.toString());
}
} }

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@ -19,6 +19,7 @@
package org.elasticsearch.plugin.analysis.icu; package org.elasticsearch.plugin.analysis.icu;
import org.elasticsearch.common.settings.SettingsModule;
import org.elasticsearch.index.analysis.IcuCollationTokenFilterFactory; import org.elasticsearch.index.analysis.IcuCollationTokenFilterFactory;
import org.elasticsearch.index.analysis.IcuFoldingTokenFilterFactory; import org.elasticsearch.index.analysis.IcuFoldingTokenFilterFactory;
import org.elasticsearch.index.analysis.IcuNormalizerCharFilterFactory; import org.elasticsearch.index.analysis.IcuNormalizerCharFilterFactory;
@ -54,4 +55,8 @@ public class AnalysisICUPlugin extends Plugin {
module.registerTokenFilter("icu_collation", IcuCollationTokenFilterFactory::new); module.registerTokenFilter("icu_collation", IcuCollationTokenFilterFactory::new);
module.registerTokenFilter("icu_transform", IcuTransformTokenFilterFactory::new); module.registerTokenFilter("icu_transform", IcuTransformTokenFilterFactory::new);
} }
public void onModule(SettingsModule settingsModule) {
settingsModule.registerSetting(IcuTokenizerFactory.SETTING_RULE_FILES);
}
} }

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@ -0,0 +1,107 @@
/*
* Licensed to Elasticsearch under one or more contributor
* license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright
* ownership. Elasticsearch 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.elasticsearch.index.analysis;
import org.apache.lucene.analysis.icu.segmentation.ICUTokenizer;
import org.elasticsearch.Version;
import org.elasticsearch.cluster.metadata.IndexMetaData;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.env.Environment;
import org.elasticsearch.index.Index;
import org.elasticsearch.plugin.analysis.icu.AnalysisICUPlugin;
import org.elasticsearch.test.ESTestCase;
import java.io.IOException;
import java.io.InputStream;
import java.io.Reader;
import java.io.StringReader;
import java.nio.file.Files;
import java.nio.file.Path;
import static org.apache.lucene.analysis.BaseTokenStreamTestCase.assertTokenStreamContents;
/**
*/
public class IcuTokenizerFactoryTests extends ESTestCase {
public void testSimpleIcuTokenizer() throws IOException {
AnalysisService analysisService = createAnalysisService();
TokenizerFactory tokenizerFactory = analysisService.tokenizer("icu_tokenizer");
ICUTokenizer tokenizer = (ICUTokenizer) tokenizerFactory.create();
Reader reader = new StringReader("向日葵, one-two");
tokenizer.setReader(reader);
assertTokenStreamContents(tokenizer, new String[]{"向日葵", "one", "two"});
}
public void testIcuCustomizeRuleFile() throws IOException {
AnalysisService analysisService = createAnalysisService();
// test the tokenizer with single rule file
TokenizerFactory tokenizerFactory = analysisService.tokenizer("user_rule_tokenizer");
ICUTokenizer tokenizer = (ICUTokenizer) tokenizerFactory.create();
Reader reader = new StringReader
("One-two punch. Brang-, not brung-it. This one--not that one--is the right one, -ish.");
tokenizer.setReader(reader);
assertTokenStreamContents(tokenizer,
new String[]{"One-two", "punch", "Brang", "not", "brung-it",
"This", "one", "not", "that", "one", "is", "the", "right", "one", "ish"});
}
public void testMultipleIcuCustomizeRuleFiles() throws IOException {
AnalysisService analysisService = createAnalysisService();
// test the tokenizer with two rule files
TokenizerFactory tokenizerFactory = analysisService.tokenizer("multi_rule_tokenizer");
ICUTokenizer tokenizer = (ICUTokenizer) tokenizerFactory.create();
StringReader reader = new StringReader
("Some English. Немного русский. ข้อความภาษาไทยเล็ก ๆ น้อย ๆ More English.");
tokenizer.setReader(reader);
assertTokenStreamContents(tokenizer, new String[]{"Some", "English",
"Немного русский. ",
"ข้อความภาษาไทยเล็ก ๆ น้อย ๆ ",
"More", "English"});
}
private static AnalysisService createAnalysisService() throws IOException {
InputStream keywords = IcuTokenizerFactoryTests.class.getResourceAsStream("KeywordTokenizer.rbbi");
InputStream latin = IcuTokenizerFactoryTests.class.getResourceAsStream("Latin-dont-break-on-hyphens.rbbi");
Path home = createTempDir();
Path config = home.resolve("config");
Files.createDirectory(config);
Files.copy(keywords, config.resolve("KeywordTokenizer.rbbi"));
Files.copy(latin, config.resolve("Latin-dont-break-on-hyphens.rbbi"));
String json = "/org/elasticsearch/index/analysis/icu_analysis.json";
Settings settings = Settings.builder()
.loadFromStream(json, IcuTokenizerFactoryTests.class.getResourceAsStream(json))
.put(IndexMetaData.SETTING_VERSION_CREATED, Version.CURRENT)
.build();
Settings nodeSettings = Settings.builder().put(Environment.PATH_HOME_SETTING.getKey(), home).build();
return createAnalysisService(new Index("test", "_na_"), nodeSettings, settings, new AnalysisICUPlugin()::onModule);
}
}

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@ -0,0 +1,21 @@
#
# 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.
#
# RBBI Keyword tokenizer: keep everything as a single token.
# Apply rule status {200}=RBBI.WORD_LETTER, which is mapped
# to <ALPHANUM> token type by DefaultICUTokenizerConfig.
.+ {200};

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@ -0,0 +1,135 @@
#
# 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.
#
# Based on Default.rbbi, the default RBBI rules, based on UAX#29.
# Added dashes to $MidLetter, so that words aren't broken on single dashes.
#
!!chain;
#
# Character Class Definitions.
#
$CR = [\p{Word_Break = CR}];
$LF = [\p{Word_Break = LF}];
$Newline = [\p{Word_Break = Newline}];
$Extend = [\p{Word_Break = Extend}];
$Format = [\p{Word_Break = Format}];
$Katakana = [\p{Word_Break = Katakana}];
$ALetter = [\p{Word_Break = ALetter}];
$MidNumLet = [\p{Word_Break = MidNumLet}];
# Don't use [:Dash:] here - it contains lots of chars that should continue to trigger word breaks
$Dash = [\N{HYPHEN-MINUS}
\N{HYPHEN}
\N{EN DASH}
\N{MINUS SIGN}
\N{SMALL HYPHEN-MINUS}
\N{FULLWIDTH HYPHEN-MINUS}];
$MidLetter = [\p{Word_Break = MidLetter}$Dash]; # Don't break on (single) hyphen
$MidNum = [\p{Word_Break = MidNum}];
$Numeric = [\p{Word_Break = Numeric}[[:Decomposition_Type=Wide:]&[:General_Category=Decimal_Number:]]];
$ExtendNumLet = [\p{Word_Break = ExtendNumLet}];
# Dictionary character set, for triggering language-based break engines. Currently
# limited to LineBreak=Complex_Context. Note that this set only works in Unicode
# 5.0 or later as the definition of Complex_Context was corrected to include all
# characters requiring dictionary break.
$dictionary = [:LineBreak = Complex_Context:];
$Control = [\p{Grapheme_Cluster_Break = Control}];
$ALetterPlus = [$ALetter [$dictionary-$Extend-$Control]]; # Note: default ALetter does not
# include the dictionary characters.
#
# Rules 4 Ignore Format and Extend characters,
# except when they appear at the beginning of a region of text.
#
$KatakanaEx = $Katakana ($Extend | $Format)*;
$ALetterEx = $ALetterPlus ($Extend | $Format)*;
$MidNumLetEx = $MidNumLet ($Extend | $Format)*;
$MidLetterEx = $MidLetter ($Extend | $Format)*;
$MidNumEx = $MidNum ($Extend | $Format)*;
$NumericEx = $Numeric ($Extend | $Format)*;
$ExtendNumLetEx = $ExtendNumLet ($Extend | $Format)*;
$Hiragana = [\p{script=Hiragana}];
$Ideographic = [\p{Ideographic}];
$HiraganaEx = $Hiragana ($Extend | $Format)*;
$IdeographicEx = $Ideographic ($Extend | $Format)*;
## -------------------------------------------------
!!forward;
# Rule 3 - CR x LF
#
$CR $LF;
# Rule 4 - ignore Format and Extend characters, except when they appear at the beginning
# of a region of Text. The rule here comes into play when the start of text
# begins with a group of Format chars, or with a "word" consisting of a single
# char that is not in any of the listed word break categories followed by
# format char(s).
[^$CR $LF $Newline]? ($Extend | $Format)+;
$NumericEx {100};
$ALetterEx {200};
$KatakanaEx {300}; # note: these status values override those from rule 5
$HiraganaEx {300}; # by virtual of being numerically larger.
$IdeographicEx {400}; #
#
# rule 5
# Do not break between most letters.
#
$ALetterEx $ALetterEx {200};
# rule 6 and 7
$ALetterEx ($MidLetterEx | $MidNumLetEx) $ALetterEx {200};
# rule 8
$NumericEx $NumericEx {100};
# rule 9
$ALetterEx $NumericEx {200};
# rule 10
$NumericEx $ALetterEx {200};
# rule 11 and 12
$NumericEx ($MidNumEx | $MidNumLetEx) $NumericEx {100};
# rule 13
$KatakanaEx $KatakanaEx {300};
# rule 13a/b
$ALetterEx $ExtendNumLetEx {200}; # (13a)
$NumericEx $ExtendNumLetEx {100}; # (13a)
$KatakanaEx $ExtendNumLetEx {300}; # (13a)
$ExtendNumLetEx $ExtendNumLetEx {200}; # (13a)
$ExtendNumLetEx $ALetterEx {200}; # (13b)
$ExtendNumLetEx $NumericEx {100}; # (13b)
$ExtendNumLetEx $KatakanaEx {300}; # (13b)

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@ -0,0 +1,20 @@
{
"index":{
"analysis":{
"tokenizer" : {
"icu_tokenizer" : {
"type":"icu_tokenizer"
},
"user_rule_tokenizer" : {
"type":"icu_tokenizer",
"rule_files":"Latn:Latin-dont-break-on-hyphens.rbbi"
},
"multi_rule_tokenizer" : {
"type":"icu_tokenizer",
"rule_files":["Cyrl:KeywordTokenizer.rbbi", "thai:KeywordTokenizer.rbbi"]
}
}
}
}
}