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Elasticsearch subproject :client:rest-high-level
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0 and the Server Side Public License, v 1; you may not use this file except
* in compliance with, at your election, the Elastic License 2.0 or the Server
* Side Public License, v 1.
*/
package org.elasticsearch.client.ml.job.config;
import org.elasticsearch.common.unit.ByteSizeValue;
import org.elasticsearch.core.Nullable;
import org.elasticsearch.xcontent.ConstructingObjectParser;
import org.elasticsearch.xcontent.ObjectParser;
import org.elasticsearch.xcontent.ParseField;
import org.elasticsearch.xcontent.ToXContentObject;
import org.elasticsearch.xcontent.XContentBuilder;
import org.elasticsearch.xcontent.XContentParser;
import java.io.IOException;
import java.util.Objects;
/**
* Analysis limits for autodetect. In particular,
* this is a collection of parameters that allow limiting
* the resources used by the job.
*/
public class AnalysisLimits implements ToXContentObject {
/**
* Serialisation field names
*/
public static final ParseField MODEL_MEMORY_LIMIT = new ParseField("model_memory_limit");
public static final ParseField CATEGORIZATION_EXAMPLES_LIMIT = new ParseField("categorization_examples_limit");
public static final ConstructingObjectParser PARSER = new ConstructingObjectParser<>(
"analysis_limits",
true,
a -> new AnalysisLimits((Long) a[0], (Long) a[1])
);
static {
PARSER.declareField(ConstructingObjectParser.optionalConstructorArg(), p -> {
if (p.currentToken() == XContentParser.Token.VALUE_STRING) {
return ByteSizeValue.parseBytesSizeValue(p.text(), MODEL_MEMORY_LIMIT.getPreferredName()).getMb();
} else if (p.currentToken() == XContentParser.Token.VALUE_NUMBER) {
return p.longValue();
}
throw new IllegalArgumentException("Unsupported token [" + p.currentToken() + "]");
}, MODEL_MEMORY_LIMIT, ObjectParser.ValueType.VALUE);
PARSER.declareLong(ConstructingObjectParser.optionalConstructorArg(), CATEGORIZATION_EXAMPLES_LIMIT);
}
/**
* The model memory limit in MiBs.
* It is initialised to null
, which implies that the server-side default will be used.
*/
private final Long modelMemoryLimit;
/**
* It is initialised to null
.
* A value of null
will result in the server-side default being used.
*/
private final Long categorizationExamplesLimit;
public AnalysisLimits(Long categorizationExamplesLimit) {
this(null, categorizationExamplesLimit);
}
public AnalysisLimits(Long modelMemoryLimit, Long categorizationExamplesLimit) {
this.modelMemoryLimit = modelMemoryLimit;
this.categorizationExamplesLimit = categorizationExamplesLimit;
}
/**
* Maximum size of the model in MB before the anomaly detector
* will drop new samples to prevent the model using any more
* memory.
*
* @return The set memory limit or null
if not set
*/
@Nullable
public Long getModelMemoryLimit() {
return modelMemoryLimit;
}
/**
* Gets the limit to the number of examples that are stored per category
*
* @return the limit or null
if not set
*/
@Nullable
public Long getCategorizationExamplesLimit() {
return categorizationExamplesLimit;
}
@Override
public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
builder.startObject();
if (modelMemoryLimit != null) {
builder.field(MODEL_MEMORY_LIMIT.getPreferredName(), modelMemoryLimit + "mb");
}
if (categorizationExamplesLimit != null) {
builder.field(CATEGORIZATION_EXAMPLES_LIMIT.getPreferredName(), categorizationExamplesLimit);
}
builder.endObject();
return builder;
}
/**
* Overridden equality test
*/
@Override
public boolean equals(Object other) {
if (this == other) {
return true;
}
if (other instanceof AnalysisLimits == false) {
return false;
}
AnalysisLimits that = (AnalysisLimits) other;
return Objects.equals(this.modelMemoryLimit, that.modelMemoryLimit)
&& Objects.equals(this.categorizationExamplesLimit, that.categorizationExamplesLimit);
}
@Override
public int hashCode() {
return Objects.hash(modelMemoryLimit, categorizationExamplesLimit);
}
}
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