[Analysis] Support normalizer in request param (#24767)

* [Analysis] Support normalizer in request param

Support normalizer param
Support custom normalizer with char_filter/filter param

Closes #23347
This commit is contained in:
Jun Ohtani 2017-07-04 19:16:56 +09:00 committed by GitHub
parent 5200665295
commit 6894ef6057
13 changed files with 342 additions and 19 deletions

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@ -18,6 +18,7 @@
*/
package org.elasticsearch.action.admin.indices.analyze;
import org.elasticsearch.Version;
import org.elasticsearch.action.ActionRequestValidationException;
import org.elasticsearch.action.support.single.shard.SingleShardRequest;
import org.elasticsearch.common.Strings;
@ -59,6 +60,8 @@ public class AnalyzeRequest extends SingleShardRequest<AnalyzeRequest> {
private String[] attributes = Strings.EMPTY_ARRAY;
private String normalizer;
public static class NameOrDefinition implements Writeable {
// exactly one of these two members is not null
public final String name;
@ -202,12 +205,27 @@ public class AnalyzeRequest extends SingleShardRequest<AnalyzeRequest> {
return this.attributes;
}
public String normalizer() {
return this.normalizer;
}
public AnalyzeRequest normalizer(String normalizer) {
this.normalizer = normalizer;
return this;
}
@Override
public ActionRequestValidationException validate() {
ActionRequestValidationException validationException = null;
if (text == null || text.length == 0) {
validationException = addValidationError("text is missing", validationException);
}
if ((index == null || index.length() == 0) && normalizer != null) {
validationException = addValidationError("index is required if normalizer is specified", validationException);
}
if (normalizer != null && (tokenizer != null || analyzer != null)) {
validationException = addValidationError("tokenizer/analyze should be null if normalizer is specified", validationException);
}
return validationException;
}
@ -222,6 +240,9 @@ public class AnalyzeRequest extends SingleShardRequest<AnalyzeRequest> {
field = in.readOptionalString();
explain = in.readBoolean();
attributes = in.readStringArray();
if (in.getVersion().onOrAfter(Version.V_6_0_0_alpha3)) {
normalizer = in.readOptionalString();
}
}
@Override
@ -235,5 +256,8 @@ public class AnalyzeRequest extends SingleShardRequest<AnalyzeRequest> {
out.writeOptionalString(field);
out.writeBoolean(explain);
out.writeStringArray(attributes);
if (out.getVersion().onOrAfter(Version.V_6_0_0_alpha3)) {
out.writeOptionalString(normalizer);
}
}
}

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@ -125,4 +125,13 @@ public class AnalyzeRequestBuilder extends SingleShardOperationRequestBuilder<An
request.text(texts);
return this;
}
/**
* Instead of setting the analyzer and tokenizer, sets the normalizer as name
*/
public AnalyzeRequestBuilder setNormalizer(String normalizer) {
request.normalizer(normalizer);
return this;
}
}

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@ -51,6 +51,7 @@ import org.elasticsearch.index.analysis.CharFilterFactory;
import org.elasticsearch.index.analysis.CustomAnalyzer;
import org.elasticsearch.index.analysis.CustomAnalyzerProvider;
import org.elasticsearch.index.analysis.IndexAnalyzers;
import org.elasticsearch.index.analysis.MultiTermAwareComponent;
import org.elasticsearch.index.analysis.NamedAnalyzer;
import org.elasticsearch.index.analysis.TokenFilterFactory;
import org.elasticsearch.index.analysis.TokenizerFactory;
@ -60,6 +61,7 @@ import org.elasticsearch.index.mapper.MappedFieldType;
import org.elasticsearch.index.shard.ShardId;
import org.elasticsearch.indices.IndicesService;
import org.elasticsearch.indices.analysis.AnalysisModule;
import org.elasticsearch.indices.analysis.PreBuiltTokenizers;
import org.elasticsearch.threadpool.ThreadPool;
import org.elasticsearch.transport.TransportService;
@ -178,21 +180,46 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
throw new IllegalArgumentException("failed to find analyzer [" + request.analyzer() + "]");
}
}
} else if (request.tokenizer() != null) {
final IndexSettings indexSettings = indexAnalyzers == null ? null : indexAnalyzers.getIndexSettings();
Tuple<String, TokenizerFactory> tokenizerFactory = parseTokenizerFactory(request, indexAnalyzers,
analysisRegistry, environment);
List<CharFilterFactory> charFilterFactoryList = parseCharFilterFactories(request, indexSettings, analysisRegistry, environment);
List<CharFilterFactory> charFilterFactoryList =
parseCharFilterFactories(request, indexSettings, analysisRegistry, environment, false);
List<TokenFilterFactory> tokenFilterFactoryList = parseTokenFilterFactories(request, indexSettings, analysisRegistry,
environment, tokenizerFactory, charFilterFactoryList);
environment, tokenizerFactory, charFilterFactoryList, false);
analyzer = new CustomAnalyzer(tokenizerFactory.v1(), tokenizerFactory.v2(),
charFilterFactoryList.toArray(new CharFilterFactory[charFilterFactoryList.size()]),
tokenFilterFactoryList.toArray(new TokenFilterFactory[tokenFilterFactoryList.size()]));
closeAnalyzer = true;
} else if (request.normalizer() != null) {
// Get normalizer from indexAnalyzers
analyzer = indexAnalyzers.getNormalizer(request.normalizer());
if (analyzer == null) {
throw new IllegalArgumentException("failed to find normalizer under [" + request.normalizer() + "]");
}
} else if (((request.tokenFilters() != null && request.tokenFilters().size() > 0)
|| (request.charFilters() != null && request.charFilters().size() > 0))) {
final IndexSettings indexSettings = indexAnalyzers == null ? null : indexAnalyzers.getIndexSettings();
// custom normalizer = if normalizer == null but filter or char_filter is not null and tokenizer/analyzer is null
// get charfilter and filter from request
List<CharFilterFactory> charFilterFactoryList =
parseCharFilterFactories(request, indexSettings, analysisRegistry, environment, true);
final String keywordTokenizerName = "keyword";
TokenizerFactory keywordTokenizerFactory = getTokenizerFactory(analysisRegistry, environment, keywordTokenizerName);
List<TokenFilterFactory> tokenFilterFactoryList =
parseTokenFilterFactories(request, indexSettings, analysisRegistry, environment, new Tuple<>(keywordTokenizerName, keywordTokenizerFactory), charFilterFactoryList, true);
analyzer = new CustomAnalyzer("keyword_for_normalizer",
keywordTokenizerFactory,
charFilterFactoryList.toArray(new CharFilterFactory[charFilterFactoryList.size()]),
tokenFilterFactoryList.toArray(new TokenFilterFactory[tokenFilterFactoryList.size()]));
closeAnalyzer = true;
} else if (analyzer == null) {
if (indexAnalyzers == null) {
analyzer = analysisRegistry.getAnalyzer("standard");
@ -465,7 +492,7 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
}
private static List<CharFilterFactory> parseCharFilterFactories(AnalyzeRequest request, IndexSettings indexSettings, AnalysisRegistry analysisRegistry,
Environment environment) throws IOException {
Environment environment, boolean normalizer) throws IOException {
List<CharFilterFactory> charFilterFactoryList = new ArrayList<>();
if (request.charFilters() != null && request.charFilters().size() > 0) {
List<AnalyzeRequest.NameOrDefinition> charFilters = request.charFilters();
@ -506,6 +533,13 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
if (charFilterFactory == null) {
throw new IllegalArgumentException("failed to find char filter under [" + charFilter.name + "]");
}
if (normalizer) {
if (charFilterFactory instanceof MultiTermAwareComponent == false) {
throw new IllegalArgumentException("Custom normalizer may not use char filter ["
+ charFilterFactory.name() + "]");
}
charFilterFactory = (CharFilterFactory) ((MultiTermAwareComponent) charFilterFactory).getMultiTermComponent();
}
charFilterFactoryList.add(charFilterFactory);
}
}
@ -514,7 +548,7 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
private static List<TokenFilterFactory> parseTokenFilterFactories(AnalyzeRequest request, IndexSettings indexSettings, AnalysisRegistry analysisRegistry,
Environment environment, Tuple<String, TokenizerFactory> tokenizerFactory,
List<CharFilterFactory> charFilterFactoryList) throws IOException {
List<CharFilterFactory> charFilterFactoryList, boolean normalizer) throws IOException {
List<TokenFilterFactory> tokenFilterFactoryList = new ArrayList<>();
if (request.tokenFilters() != null && request.tokenFilters().size() > 0) {
List<AnalyzeRequest.NameOrDefinition> tokenFilters = request.tokenFilters();
@ -561,6 +595,13 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
if (tokenFilterFactory == null) {
throw new IllegalArgumentException("failed to find or create token filter under [" + tokenFilter.name + "]");
}
if (normalizer) {
if (tokenFilterFactory instanceof MultiTermAwareComponent == false) {
throw new IllegalArgumentException("Custom normalizer may not use filter ["
+ tokenFilterFactory.name() + "]");
}
tokenFilterFactory = (TokenFilterFactory) ((MultiTermAwareComponent) tokenFilterFactory).getMultiTermComponent();
}
tokenFilterFactoryList.add(tokenFilterFactory);
}
}
@ -590,12 +631,8 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
} else {
AnalysisModule.AnalysisProvider<TokenizerFactory> tokenizerFactoryFactory;
if (indexAnalzyers == null) {
tokenizerFactoryFactory = analysisRegistry.getTokenizerProvider(tokenizer.name);
if (tokenizerFactoryFactory == null) {
throw new IllegalArgumentException("failed to find global tokenizer under [" + tokenizer.name + "]");
}
tokenizerFactory = getTokenizerFactory(analysisRegistry, environment, tokenizer.name);
name = tokenizer.name;
tokenizerFactory = tokenizerFactoryFactory.get(environment, tokenizer.name);
} else {
tokenizerFactoryFactory = analysisRegistry.getTokenizerProvider(tokenizer.name, indexAnalzyers.getIndexSettings());
if (tokenizerFactoryFactory == null) {
@ -610,6 +647,17 @@ public class TransportAnalyzeAction extends TransportSingleShardAction<AnalyzeRe
return new Tuple<>(name, tokenizerFactory);
}
private static TokenizerFactory getTokenizerFactory(AnalysisRegistry analysisRegistry, Environment environment, String name) throws IOException {
AnalysisModule.AnalysisProvider<TokenizerFactory> tokenizerFactoryFactory;
TokenizerFactory tokenizerFactory;
tokenizerFactoryFactory = analysisRegistry.getTokenizerProvider(name);
if (tokenizerFactoryFactory == null) {
throw new IllegalArgumentException("failed to find global tokenizer under [" + name + "]");
}
tokenizerFactory = tokenizerFactoryFactory.get(environment, name);
return tokenizerFactory;
}
private static IndexSettings getNaIndexSettings(Settings settings) {
IndexMetaData metaData = IndexMetaData.builder(IndexMetaData.INDEX_UUID_NA_VALUE).settings(settings).build();
return new IndexSettings(metaData, Settings.EMPTY);

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@ -46,6 +46,7 @@ public class RestAnalyzeAction extends BaseRestHandler {
public static final ParseField CHAR_FILTERS = new ParseField("char_filter");
public static final ParseField EXPLAIN = new ParseField("explain");
public static final ParseField ATTRIBUTES = new ParseField("attributes");
public static final ParseField NORMALIZER = new ParseField("normalizer");
}
public RestAnalyzeAction(Settings settings, RestController controller) {
@ -147,6 +148,12 @@ public class RestAnalyzeAction extends BaseRestHandler {
attributes.add(parser.text());
}
analyzeRequest.attributes(attributes.toArray(new String[attributes.size()]));
} else if (Fields.NORMALIZER.match(currentFieldName)) {
if (token == XContentParser.Token.VALUE_STRING) {
analyzeRequest.normalizer(parser.text());
} else {
throw new IllegalArgumentException(currentFieldName + " should be normalizer's name");
}
} else {
throw new IllegalArgumentException("Unknown parameter ["
+ currentFieldName + "] in request body or parameter is of the wrong type[" + token + "] ");

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@ -72,7 +72,9 @@ public class TransportAnalyzeActionTests extends ESTestCase {
.put(IndexMetaData.SETTING_VERSION_CREATED, Version.CURRENT)
.put(IndexMetaData.SETTING_INDEX_UUID, UUIDs.randomBase64UUID())
.put("index.analysis.analyzer.custom_analyzer.tokenizer", "standard")
.put("index.analysis.analyzer.custom_analyzer.filter", "mock").build();
.put("index.analysis.analyzer.custom_analyzer.filter", "mock")
.put("index.analysis.normalizer.my_normalizer.type", "custom")
.putArray("index.analysis.normalizer.my_normalizer.filter", "lowercase").build();
IndexSettings idxSettings = IndexSettingsModule.newIndexSettings("index", indexSettings);
environment = new Environment(settings);
AnalysisPlugin plugin = new AnalysisPlugin() {
@ -304,6 +306,14 @@ public class TransportAnalyzeActionTests extends ESTestCase {
} else {
assertEquals(e.getMessage(), "failed to find global char filter under [foobar]");
}
e = expectThrows(IllegalArgumentException.class,
() -> TransportAnalyzeAction.analyze(
new AnalyzeRequest()
.normalizer("foobar")
.text("the qu1ck brown fox"),
AllFieldMapper.NAME, null, indexAnalyzers, registry, environment));
assertEquals(e.getMessage(), "failed to find normalizer under [foobar]");
}
public void testNonPreBuildTokenFilter() throws IOException {
@ -317,6 +327,16 @@ public class TransportAnalyzeActionTests extends ESTestCase {
int default_bucket_size = 512;
int default_hash_set_size = 1;
assertEquals(default_hash_count * default_bucket_size * default_hash_set_size, tokens.size());
}
public void testNormalizerWithIndex() throws IOException {
AnalyzeRequest request = new AnalyzeRequest("index");
request.normalizer("my_normalizer");
request.text("ABc");
AnalyzeResponse analyze = TransportAnalyzeAction.analyze(request, AllFieldMapper.NAME, null, indexAnalyzers, registry, environment);
List<AnalyzeResponse.AnalyzeToken> tokens = analyze.getTokens();
assertEquals(1, tokens.size());
assertEquals("abc", tokens.get(0).getTerm());
}
}

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@ -0,0 +1,111 @@
/*
* 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.action.admin.indices.analyze;
import org.elasticsearch.Version;
import org.elasticsearch.action.ActionRequestValidationException;
import org.elasticsearch.common.io.stream.BytesStreamOutput;
import org.elasticsearch.common.io.stream.StreamInput;
import org.elasticsearch.test.ESTestCase;
import org.elasticsearch.test.VersionUtils;
import java.io.IOException;
import java.util.Base64;
public class AnalyzeRequestTests extends ESTestCase {
public void testValidation() throws Exception {
AnalyzeRequest request = new AnalyzeRequest();
ActionRequestValidationException e = request.validate();
assertNotNull("text validation should fail", e);
assertTrue(e.getMessage().contains("text is missing"));
request.text(new String[0]);
e = request.validate();
assertNotNull("text validation should fail", e);
assertTrue(e.getMessage().contains("text is missing"));
request.text("");
request.normalizer("some normalizer");
e = request.validate();
assertNotNull("normalizer validation should fail", e);
assertTrue(e.getMessage().contains("index is required if normalizer is specified"));
request.index("");
e = request.validate();
assertNotNull("normalizer validation should fail", e);
assertTrue(e.getMessage().contains("index is required if normalizer is specified"));
request.index("something");
e = request.validate();
assertNull("something wrong in validate", e);
request.tokenizer("tokenizer");
e = request.validate();
assertTrue(e.getMessage().contains("tokenizer/analyze should be null if normalizer is specified"));
AnalyzeRequest requestAnalyzer = new AnalyzeRequest("index");
requestAnalyzer.normalizer("some normalizer");
requestAnalyzer.text("something");
requestAnalyzer.analyzer("analyzer");
e = requestAnalyzer.validate();
assertTrue(e.getMessage().contains("tokenizer/analyze should be null if normalizer is specified"));
}
public void testSerialization() throws IOException {
AnalyzeRequest request = new AnalyzeRequest("foo");
request.text("a", "b");
request.tokenizer("tokenizer");
request.addTokenFilter("tokenfilter");
request.addCharFilter("charfilter");
request.normalizer("normalizer");
try (BytesStreamOutput output = new BytesStreamOutput()) {
request.writeTo(output);
try (StreamInput in = output.bytes().streamInput()) {
AnalyzeRequest serialized = new AnalyzeRequest();
serialized.readFrom(in);
assertArrayEquals(request.text(), serialized.text());
assertEquals(request.tokenizer().name, serialized.tokenizer().name);
assertEquals(request.tokenFilters().get(0).name, serialized.tokenFilters().get(0).name);
assertEquals(request.charFilters().get(0).name, serialized.charFilters().get(0).name);
assertEquals(request.normalizer(), serialized.normalizer());
}
}
}
public void testSerializationBwc() throws IOException {
// AnalyzeRequest serializedRequest = new AnalyzeRequest("foo");
// serializedRequest.text("text");
// serializedRequest.normalizer("normalizer");
// Using Version.V_6_0_0_alpha3
final byte[] data = Base64.getDecoder().decode("AAABA2ZvbwEEdGV4dAAAAAAAAAABCm5vcm1hbGl6ZXI=");
final Version version = VersionUtils.randomVersionBetween(random(), Version.V_5_0_0, Version.V_5_4_0);
try (StreamInput in = StreamInput.wrap(data)) {
in.setVersion(version);
AnalyzeRequest request = new AnalyzeRequest();
request.readFrom(in);
assertEquals("foo", request.index());
assertNull("normalizer support after 6.0.0", request.normalizer());
}
}
}

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@ -458,6 +458,7 @@ public class AnalyzeActionIT extends ESIntegTestCase {
assertThat(token.getEndOffset(), equalTo(3));
assertThat(token.getPosition(), equalTo(0));
assertThat(token.getPositionLength(), equalTo(1));
}
}
}

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@ -75,6 +75,7 @@ public class RestAnalyzeActionTests extends ESTestCase {
.array("mappings", "ph => f", "qu => q")
.endObject()
.endArray()
.field("normalizer", "normalizer")
.endObject());
AnalyzeRequest analyzeRequest = new AnalyzeRequest("for test");
@ -89,6 +90,7 @@ public class RestAnalyzeActionTests extends ESTestCase {
assertThat(analyzeRequest.tokenFilters().get(1).definition, notNullValue());
assertThat(analyzeRequest.charFilters().size(), equalTo(1));
assertThat(analyzeRequest.charFilters().get(0).definition, notNullValue());
assertThat(analyzeRequest.normalizer(), equalTo("normalizer"));
}
public void testParseXContentForAnalyzeRequestWithInvalidJsonThrowsException() throws Exception {
@ -122,6 +124,17 @@ public class RestAnalyzeActionTests extends ESTestCase {
assertThat(e.getMessage(), startsWith("explain must be either 'true' or 'false'"));
}
public void testParseXContentForAnalyzeRequestWithInvalidNormalizerThrowsException() throws Exception {
AnalyzeRequest analyzeRequest = new AnalyzeRequest("for test");
XContentParser invalidExplain = createParser(XContentFactory.jsonBuilder()
.startObject()
.field("normalizer", true)
.endObject());
IllegalArgumentException e = expectThrows(IllegalArgumentException.class,
() -> RestAnalyzeAction.buildFromContent(invalidExplain, analyzeRequest));
assertThat(e.getMessage(), startsWith("normalizer should be normalizer's name"));
}
public void testDeprecatedParamIn2xException() throws Exception {
{
XContentParser parser = createParser(XContentFactory.jsonBuilder()

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@ -457,3 +457,23 @@ buildRestTests.setups['stored_scripted_metric_script'] = '''
body: { "script": { "lang": "painless", "source": "double profit = 0;for (a in params._aggs) { profit += a; } return profit" } }
- match: { acknowledged: true }
'''
// Used by analyze api
buildRestTests.setups['analyze_sample'] = '''
- do:
indices.create:
index: analyze_sample
body:
settings:
number_of_shards: 1
number_of_replicas: 0
analysis:
normalizer:
my_normalizer:
type: custom
filter: [lowercase]
mappings:
tweet:
properties:
obj1.field1:
type: text'''

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@ -75,45 +75,70 @@ It can also run against a specific index:
[source,js]
--------------------------------------------------
GET twitter/_analyze
GET analyze_sample/_analyze
{
"text" : "this is a test"
}
--------------------------------------------------
// CONSOLE
// TEST[setup:twitter]
// TEST[setup:analyze_sample]
The above will run an analysis on the "this is a test" text, using the
default index analyzer associated with the `test` index. An `analyzer`
default index analyzer associated with the `analyze_sample` index. An `analyzer`
can also be provided to use a different analyzer:
[source,js]
--------------------------------------------------
GET twitter/_analyze
GET analyze_sample/_analyze
{
"analyzer" : "whitespace",
"text" : "this is a test"
}
--------------------------------------------------
// CONSOLE
// TEST[setup:twitter]
// TEST[setup:analyze_sample]
Also, the analyzer can be derived based on a field mapping, for example:
[source,js]
--------------------------------------------------
GET twitter/_analyze
GET analyze_sample/_analyze
{
"field" : "obj1.field1",
"text" : "this is a test"
}
--------------------------------------------------
// CONSOLE
// TEST[setup:twitter]
// TEST[setup:analyze_sample]
Will cause the analysis to happen based on the analyzer configured in the
mapping for `obj1.field1` (and if not, the default index analyzer).
A `normalizer` can be provided for keyword field with normalizer associated with the `analyze_sample` index.
[source,js]
--------------------------------------------------
GET analyze_sample/_analyze
{
"normalizer" : "my_normalizer",
"text" : "BaR"
}
--------------------------------------------------
// CONSOLE
// TEST[setup:analyze_sample]
Or by building a custom transient normalizer out of token filters and char filters.
[source,js]
--------------------------------------------------
GET _analyze
{
"filter" : ["lowercase"],
"text" : "BaR"
}
--------------------------------------------------
// CONSOLE
=== Explain Analyze
If you want to get more advanced details, set `explain` to `true` (defaults to `false`). It will output all token attributes for each token.

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@ -31,6 +31,13 @@ value `false` and boolean "true" as the value `true`. All other values will rais
The deprecated request parameters and plain text in request body has been removed. Define parameters in request body.
==== Support custom normalizer in Analyze API
Analyze API can analyze normalizer and custom normalizer.
In previous versions of Elasticsearch, Analyze API is requiring a `tokenizer` or `analyzer` parameter.
In Elasticsearch 6.0.0, Analyze API can analyze a text as a keyword field with custom normalizer
or if `char_filter`/`filter` is set and `tokenizer`/`analyzer` is not set.
==== Indices exists API
The `ignore_unavailable` and `allow_no_indices` options are no longer accepted

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@ -0,0 +1,19 @@
---
"Custom normalizer with illegal filter in request":
# Tests analyze api with normalizer. This is in the analysis-common module
# because there are no filters that support multiTermAware
- skip:
version: " - 5.99.99"
reason: normalizer support in 6.0.0
- do:
catch: request
indices.analyze:
body:
text: ABc
explain: true
filter: [word_delimiter]
- match: { status: 400 }
- match: { error.type: illegal_argument_exception }
- match: { error.reason: "Custom normalizer may not use filter [word_delimiter]" }

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@ -111,3 +111,22 @@
- length: { tokens: 2 }
- match: { tokens.0.token: sha }
- match: { tokens.1.token: hay }
---
"Custom normalizer in request":
- skip:
version: " - 5.99.99"
reason: normalizer support in 6.0.0
- do:
indices.analyze:
body:
text: ABc
explain: true
filter: ["lowercase"]
- length: { detail.tokenizer.tokens: 1 }
- length: { detail.tokenfilters.0.tokens: 1 }
- match: { detail.tokenizer.name: keyword_for_normalizer }
- match: { detail.tokenizer.tokens.0.token: ABc }
- match: { detail.tokenfilters.0.name: lowercase }
- match: { detail.tokenfilters.0.tokens.0.token: abc }