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Learing to Rank Query w/ RankLib Models
/*
* Copyright [2017] Wikimedia Foundation
*
* Licensed 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 com.o19s.es.ltr.action;
import com.o19s.es.ltr.feature.FeatureValidation;
import com.o19s.es.ltr.feature.store.StoredLtrModel;
import org.elasticsearch.action.Action;
import org.elasticsearch.action.ActionRequest;
import org.elasticsearch.action.ActionRequestBuilder;
import org.elasticsearch.action.ActionRequestValidationException;
import org.elasticsearch.action.ActionResponse;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.client.ElasticsearchClient;
import org.elasticsearch.common.io.stream.StreamInput;
import org.elasticsearch.common.io.stream.StreamOutput;
import org.elasticsearch.common.xcontent.StatusToXContentObject;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.rest.RestStatus;
import java.io.IOException;
import static org.elasticsearch.action.ValidateActions.addValidationError;
public class CreateModelFromSetAction extends Action {
public static final String NAME = "cluster:admin/ltr/store/create-model-from-set";
public static final CreateModelFromSetAction INSTANCE = new CreateModelFromSetAction();
protected CreateModelFromSetAction() {
super(NAME);
}
@Override
public CreateModelFromSetRequestBuilder newRequestBuilder(ElasticsearchClient client) {
return new CreateModelFromSetRequestBuilder(client);
}
/**
* Creates a new response instance.
*/
@Override
public CreateModelFromSetResponse newResponse() {
return new CreateModelFromSetResponse();
}
public static class CreateModelFromSetRequestBuilder extends ActionRequestBuilder {
protected CreateModelFromSetRequestBuilder(ElasticsearchClient client) {
super(client, INSTANCE, new CreateModelFromSetRequest());
}
public CreateModelFromSetRequestBuilder withVersion(String store, String featureSetName, long expectedSetVersion,
String modelName, StoredLtrModel.LtrModelDefinition definition) {
request.store = store;
request.featureSetName = featureSetName;
request.expectedSetVersion = expectedSetVersion;
request.modelName = modelName;
request.definition = definition;
return this;
}
public CreateModelFromSetRequestBuilder withoutVersion(String store, String featureSetName, String modelName,
StoredLtrModel.LtrModelDefinition definition) {
request.store = store;
request.featureSetName = featureSetName;
request.expectedSetVersion = null;
request.modelName = modelName;
request.definition = definition;
return this;
}
public CreateModelFromSetRequestBuilder routing(String routing) {
request.setRouting(routing);
return this;
}
}
public static class CreateModelFromSetRequest extends ActionRequest {
private String store;
private String featureSetName;
private Long expectedSetVersion;
private String modelName;
private StoredLtrModel.LtrModelDefinition definition;
private String routing;
private FeatureValidation validation;
public CreateModelFromSetRequest() {
}
@Override
public ActionRequestValidationException validate() {
ActionRequestValidationException arve = null;
if (store == null) {
arve = addValidationError("store must be set", null);
}
if (featureSetName == null) {
arve = addValidationError("featureSetName must be set", arve);
}
if (modelName == null) {
arve = addValidationError("modelName must be set", arve);
}
if (definition == null) {
arve = addValidationError("defition must be set", arve);
}
return arve;
}
@Override
public void readFrom(StreamInput in) throws IOException {
super.readFrom(in);
store = in.readString();
featureSetName = in.readString();
expectedSetVersion = in.readOptionalLong();
modelName = in.readString();
definition = new StoredLtrModel.LtrModelDefinition(in);
routing = in.readOptionalString();
validation = in.readOptionalWriteable(FeatureValidation::new);
}
@Override
public void writeTo(StreamOutput out) throws IOException {
super.writeTo(out);
out.writeString(store);
out.writeString(featureSetName);
out.writeOptionalLong(expectedSetVersion);
out.writeString(modelName);
definition.writeTo(out);
out.writeOptionalString(routing);
out.writeOptionalWriteable(validation);
}
public String getStore() {
return store;
}
public String getFeatureSetName() {
return featureSetName;
}
public String getModelName() {
return modelName;
}
public StoredLtrModel.LtrModelDefinition getDefinition() {
return definition;
}
public Long getExpectedSetVersion() {
return expectedSetVersion;
}
public String getRouting() {
return routing;
}
public void setRouting(String routing) {
this.routing = routing;
}
public FeatureValidation getValidation() {
return validation;
}
public void setValidation(FeatureValidation validation) {
this.validation = validation;
}
}
public static class CreateModelFromSetResponse extends ActionResponse implements StatusToXContentObject {
private static final int VERSION = 1;
private IndexResponse response;
public CreateModelFromSetResponse() {
}
public CreateModelFromSetResponse(IndexResponse response) {
this.response = response;
}
@Override
public void readFrom(StreamInput in) throws IOException {
super.readFrom(in);
int version = in.readVInt();
assert version == VERSION;
response = new IndexResponse();
response.readFrom(in);
}
@Override
public void writeTo(StreamOutput out) throws IOException {
super.writeTo(out);
out.writeVInt(VERSION);
response.writeTo(out);
}
public IndexResponse getResponse() {
return response;
}
@Override
public XContentBuilder toXContent(XContentBuilder builder, Params params) throws IOException {
return response.toXContent(builder, params);
}
@Override
public RestStatus status() {
return response.status();
}
}
}