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[ML] Add some ML config classes to protocol library #32502

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Original file line number Diff line number Diff line change
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/*
* 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.protocol.xpack.ml.job.config;

import org.elasticsearch.common.Nullable;
import org.elasticsearch.common.ParseField;
import org.elasticsearch.common.unit.ByteSizeValue;
import org.elasticsearch.common.xcontent.ConstructingObjectParser;
import org.elasticsearch.common.xcontent.ObjectParser;
import org.elasticsearch.common.xcontent.ToXContentObject;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.common.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<AnalysisLimits, Void> 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 <code>null</code>, which implies that the server-side default will be used.
*/
private final Long modelMemoryLimit;

/**
* It is initialised to <code>null</code>.
* A value of <code>null</code> 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 <code>null</code> 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 <code>null</code> 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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