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This package contains Microsoft Azure SDK for Machine Learning Management SDK. For documentation on how to use this package, please see https://aka.ms/azsdk/java/mgmt. These APIs allow end users to operate on Azure Machine Learning Workspace resources. Package tag package-2024-04.
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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
// Code generated by Microsoft (R) AutoRest Code Generator.
package com.azure.resourcemanager.machinelearning.models;
import com.azure.core.annotation.Fluent;
import com.azure.core.util.CoreUtils;
import com.azure.json.JsonReader;
import com.azure.json.JsonSerializable;
import com.azure.json.JsonToken;
import com.azure.json.JsonWriter;
import java.io.IOException;
import java.time.Duration;
/**
* Online deployment scoring requests configuration.
*/
@Fluent
public final class OnlineRequestSettings implements JsonSerializable {
/*
* (Deprecated for Managed Online Endpoints) The maximum amount of time a request will stay in the queue in ISO 8601
* format.
* Defaults to 500ms.
* (Now increase `request_timeout_ms` to account for any networking/queue delays)
*/
private Duration maxQueueWait;
/*
* The scoring timeout in ISO 8601 format.
* Defaults to 5000ms.
*/
private Duration requestTimeout;
/*
* The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.
*/
private Integer maxConcurrentRequestsPerInstance;
/**
* Creates an instance of OnlineRequestSettings class.
*/
public OnlineRequestSettings() {
}
/**
* Get the maxQueueWait property: (Deprecated for Managed Online Endpoints) The maximum amount of time a request
* will stay in the queue in ISO 8601 format.
* Defaults to 500ms.
* (Now increase `request_timeout_ms` to account for any networking/queue delays).
*
* @return the maxQueueWait value.
*/
public Duration maxQueueWait() {
return this.maxQueueWait;
}
/**
* Set the maxQueueWait property: (Deprecated for Managed Online Endpoints) The maximum amount of time a request
* will stay in the queue in ISO 8601 format.
* Defaults to 500ms.
* (Now increase `request_timeout_ms` to account for any networking/queue delays).
*
* @param maxQueueWait the maxQueueWait value to set.
* @return the OnlineRequestSettings object itself.
*/
public OnlineRequestSettings withMaxQueueWait(Duration maxQueueWait) {
this.maxQueueWait = maxQueueWait;
return this;
}
/**
* Get the requestTimeout property: The scoring timeout in ISO 8601 format.
* Defaults to 5000ms.
*
* @return the requestTimeout value.
*/
public Duration requestTimeout() {
return this.requestTimeout;
}
/**
* Set the requestTimeout property: The scoring timeout in ISO 8601 format.
* Defaults to 5000ms.
*
* @param requestTimeout the requestTimeout value to set.
* @return the OnlineRequestSettings object itself.
*/
public OnlineRequestSettings withRequestTimeout(Duration requestTimeout) {
this.requestTimeout = requestTimeout;
return this;
}
/**
* Get the maxConcurrentRequestsPerInstance property: The number of maximum concurrent requests per node allowed per
* deployment. Defaults to 1.
*
* @return the maxConcurrentRequestsPerInstance value.
*/
public Integer maxConcurrentRequestsPerInstance() {
return this.maxConcurrentRequestsPerInstance;
}
/**
* Set the maxConcurrentRequestsPerInstance property: The number of maximum concurrent requests per node allowed per
* deployment. Defaults to 1.
*
* @param maxConcurrentRequestsPerInstance the maxConcurrentRequestsPerInstance value to set.
* @return the OnlineRequestSettings object itself.
*/
public OnlineRequestSettings withMaxConcurrentRequestsPerInstance(Integer maxConcurrentRequestsPerInstance) {
this.maxConcurrentRequestsPerInstance = maxConcurrentRequestsPerInstance;
return this;
}
/**
* Validates the instance.
*
* @throws IllegalArgumentException thrown if the instance is not valid.
*/
public void validate() {
}
/**
* {@inheritDoc}
*/
@Override
public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
jsonWriter.writeStartObject();
jsonWriter.writeStringField("maxQueueWait", CoreUtils.durationToStringWithDays(this.maxQueueWait));
jsonWriter.writeStringField("requestTimeout", CoreUtils.durationToStringWithDays(this.requestTimeout));
jsonWriter.writeNumberField("maxConcurrentRequestsPerInstance", this.maxConcurrentRequestsPerInstance);
return jsonWriter.writeEndObject();
}
/**
* Reads an instance of OnlineRequestSettings from the JsonReader.
*
* @param jsonReader The JsonReader being read.
* @return An instance of OnlineRequestSettings if the JsonReader was pointing to an instance of it, or null if it
* was pointing to JSON null.
* @throws IOException If an error occurs while reading the OnlineRequestSettings.
*/
public static OnlineRequestSettings fromJson(JsonReader jsonReader) throws IOException {
return jsonReader.readObject(reader -> {
OnlineRequestSettings deserializedOnlineRequestSettings = new OnlineRequestSettings();
while (reader.nextToken() != JsonToken.END_OBJECT) {
String fieldName = reader.getFieldName();
reader.nextToken();
if ("maxQueueWait".equals(fieldName)) {
deserializedOnlineRequestSettings.maxQueueWait
= reader.getNullable(nonNullReader -> Duration.parse(nonNullReader.getString()));
} else if ("requestTimeout".equals(fieldName)) {
deserializedOnlineRequestSettings.requestTimeout
= reader.getNullable(nonNullReader -> Duration.parse(nonNullReader.getString()));
} else if ("maxConcurrentRequestsPerInstance".equals(fieldName)) {
deserializedOnlineRequestSettings.maxConcurrentRequestsPerInstance
= reader.getNullable(JsonReader::getInt);
} else {
reader.skipChildren();
}
}
return deserializedOnlineRequestSettings;
});
}
}