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The AWS Java SDK for Amazon SageMaker module holds the client classes that are used for communicating with Amazon SageMaker Service

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/*
 * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 * 
 * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with
 * the License. A copy of the License is located at
 * 
 * http://aws.amazon.com/apache2.0
 * 
 * or in the "license" file accompanying this file. This file 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 software.amazon.awssdk.services.sagemaker.model;

import java.io.Serializable;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Optional;
import java.util.function.BiConsumer;
import java.util.function.Consumer;
import java.util.function.Function;
import software.amazon.awssdk.annotations.Generated;
import software.amazon.awssdk.core.SdkField;
import software.amazon.awssdk.core.SdkPojo;
import software.amazon.awssdk.core.protocol.MarshallLocation;
import software.amazon.awssdk.core.protocol.MarshallingType;
import software.amazon.awssdk.core.traits.LocationTrait;
import software.amazon.awssdk.utils.ToString;
import software.amazon.awssdk.utils.builder.CopyableBuilder;
import software.amazon.awssdk.utils.builder.ToCopyableBuilder;

/**
 * 

* Defines the traffic routing strategy during an endpoint deployment to shift traffic from the old fleet to the new * fleet. *

*/ @Generated("software.amazon.awssdk:codegen") public final class TrafficRoutingConfig implements SdkPojo, Serializable, ToCopyableBuilder { private static final SdkField TYPE_FIELD = SdkField. builder(MarshallingType.STRING).memberName("Type") .getter(getter(TrafficRoutingConfig::typeAsString)).setter(setter(Builder::type)) .traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("Type").build()).build(); private static final SdkField WAIT_INTERVAL_IN_SECONDS_FIELD = SdkField. builder(MarshallingType.INTEGER) .memberName("WaitIntervalInSeconds").getter(getter(TrafficRoutingConfig::waitIntervalInSeconds)) .setter(setter(Builder::waitIntervalInSeconds)) .traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("WaitIntervalInSeconds").build()) .build(); private static final SdkField CANARY_SIZE_FIELD = SdkField. builder(MarshallingType.SDK_POJO) .memberName("CanarySize").getter(getter(TrafficRoutingConfig::canarySize)).setter(setter(Builder::canarySize)) .constructor(CapacitySize::builder) .traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("CanarySize").build()).build(); private static final SdkField LINEAR_STEP_SIZE_FIELD = SdkField . builder(MarshallingType.SDK_POJO).memberName("LinearStepSize") .getter(getter(TrafficRoutingConfig::linearStepSize)).setter(setter(Builder::linearStepSize)) .constructor(CapacitySize::builder) .traits(LocationTrait.builder().location(MarshallLocation.PAYLOAD).locationName("LinearStepSize").build()).build(); private static final List> SDK_FIELDS = Collections.unmodifiableList(Arrays.asList(TYPE_FIELD, WAIT_INTERVAL_IN_SECONDS_FIELD, CANARY_SIZE_FIELD, LINEAR_STEP_SIZE_FIELD)); private static final Map> SDK_NAME_TO_FIELD = memberNameToFieldInitializer(); private static final long serialVersionUID = 1L; private final String type; private final Integer waitIntervalInSeconds; private final CapacitySize canarySize; private final CapacitySize linearStepSize; private TrafficRoutingConfig(BuilderImpl builder) { this.type = builder.type; this.waitIntervalInSeconds = builder.waitIntervalInSeconds; this.canarySize = builder.canarySize; this.linearStepSize = builder.linearStepSize; } /** *

* Traffic routing strategy type. *

*
    *
  • *

    * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

    *
  • *
  • *

    * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, which * is a small portion of the traffic. The second step is the remainder of the traffic. *

    *
  • *
  • *

    * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

    *
  • *
*

* If the service returns an enum value that is not available in the current SDK version, {@link #type} will return * {@link TrafficRoutingConfigType#UNKNOWN_TO_SDK_VERSION}. The raw value returned by the service is available from * {@link #typeAsString}. *

* * @return Traffic routing strategy type.

*
    *
  • *

    * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

    *
  • *
  • *

    * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, * which is a small portion of the traffic. The second step is the remainder of the traffic. *

    *
  • *
  • *

    * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

    *
  • * @see TrafficRoutingConfigType */ public final TrafficRoutingConfigType type() { return TrafficRoutingConfigType.fromValue(type); } /** *

    * Traffic routing strategy type. *

    *
      *
    • *

      * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

      *
    • *
    • *

      * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, which * is a small portion of the traffic. The second step is the remainder of the traffic. *

      *
    • *
    • *

      * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

      *
    • *
    *

    * If the service returns an enum value that is not available in the current SDK version, {@link #type} will return * {@link TrafficRoutingConfigType#UNKNOWN_TO_SDK_VERSION}. The raw value returned by the service is available from * {@link #typeAsString}. *

    * * @return Traffic routing strategy type.

    *
      *
    • *

      * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

      *
    • *
    • *

      * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, * which is a small portion of the traffic. The second step is the remainder of the traffic. *

      *
    • *
    • *

      * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

      *
    • * @see TrafficRoutingConfigType */ public final String typeAsString() { return type; } /** *

      * The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. *

      * * @return The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. */ public final Integer waitIntervalInSeconds() { return waitIntervalInSeconds; } /** *

      * Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less than * or equal to 50% of the variant's total instance count. *

      * * @return Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be * less than or equal to 50% of the variant's total instance count. */ public final CapacitySize canarySize() { return canarySize; } /** *

      * Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of the * variant's total instance count. *

      * * @return Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% * of the variant's total instance count. */ public final CapacitySize linearStepSize() { return linearStepSize; } @Override public Builder toBuilder() { return new BuilderImpl(this); } public static Builder builder() { return new BuilderImpl(); } public static Class serializableBuilderClass() { return BuilderImpl.class; } @Override public final int hashCode() { int hashCode = 1; hashCode = 31 * hashCode + Objects.hashCode(typeAsString()); hashCode = 31 * hashCode + Objects.hashCode(waitIntervalInSeconds()); hashCode = 31 * hashCode + Objects.hashCode(canarySize()); hashCode = 31 * hashCode + Objects.hashCode(linearStepSize()); return hashCode; } @Override public final boolean equals(Object obj) { return equalsBySdkFields(obj); } @Override public final boolean equalsBySdkFields(Object obj) { if (this == obj) { return true; } if (obj == null) { return false; } if (!(obj instanceof TrafficRoutingConfig)) { return false; } TrafficRoutingConfig other = (TrafficRoutingConfig) obj; return Objects.equals(typeAsString(), other.typeAsString()) && Objects.equals(waitIntervalInSeconds(), other.waitIntervalInSeconds()) && Objects.equals(canarySize(), other.canarySize()) && Objects.equals(linearStepSize(), other.linearStepSize()); } /** * Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be * redacted from this string using a placeholder value. */ @Override public final String toString() { return ToString.builder("TrafficRoutingConfig").add("Type", typeAsString()) .add("WaitIntervalInSeconds", waitIntervalInSeconds()).add("CanarySize", canarySize()) .add("LinearStepSize", linearStepSize()).build(); } public final Optional getValueForField(String fieldName, Class clazz) { switch (fieldName) { case "Type": return Optional.ofNullable(clazz.cast(typeAsString())); case "WaitIntervalInSeconds": return Optional.ofNullable(clazz.cast(waitIntervalInSeconds())); case "CanarySize": return Optional.ofNullable(clazz.cast(canarySize())); case "LinearStepSize": return Optional.ofNullable(clazz.cast(linearStepSize())); default: return Optional.empty(); } } @Override public final List> sdkFields() { return SDK_FIELDS; } @Override public final Map> sdkFieldNameToField() { return SDK_NAME_TO_FIELD; } private static Map> memberNameToFieldInitializer() { Map> map = new HashMap<>(); map.put("Type", TYPE_FIELD); map.put("WaitIntervalInSeconds", WAIT_INTERVAL_IN_SECONDS_FIELD); map.put("CanarySize", CANARY_SIZE_FIELD); map.put("LinearStepSize", LINEAR_STEP_SIZE_FIELD); return Collections.unmodifiableMap(map); } private static Function getter(Function g) { return obj -> g.apply((TrafficRoutingConfig) obj); } private static BiConsumer setter(BiConsumer s) { return (obj, val) -> s.accept((Builder) obj, val); } public interface Builder extends SdkPojo, CopyableBuilder { /** *

      * Traffic routing strategy type. *

      *
        *
      • *

        * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

        *
      • *
      • *

        * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, * which is a small portion of the traffic. The second step is the remainder of the traffic. *

        *
      • *
      • *

        * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

        *
      • *
      * * @param type * Traffic routing strategy type.

      *
        *
      • *

        * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

        *
      • *
      • *

        * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the * canary, which is a small portion of the traffic. The second step is the remainder of the traffic. *

        *
      • *
      • *

        * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

        *
      • * @see TrafficRoutingConfigType * @return Returns a reference to this object so that method calls can be chained together. * @see TrafficRoutingConfigType */ Builder type(String type); /** *

        * Traffic routing strategy type. *

        *
          *
        • *

          * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

          *
        • *
        • *

          * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the canary, * which is a small portion of the traffic. The second step is the remainder of the traffic. *

          *
        • *
        • *

          * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

          *
        • *
        * * @param type * Traffic routing strategy type.

        *
          *
        • *

          * ALL_AT_ONCE: Endpoint traffic shifts to the new fleet in a single step. *

          *
        • *
        • *

          * CANARY: Endpoint traffic shifts to the new fleet in two steps. The first step is the * canary, which is a small portion of the traffic. The second step is the remainder of the traffic. *

          *
        • *
        • *

          * LINEAR: Endpoint traffic shifts to the new fleet in n steps of a configurable size. *

          *
        • * @see TrafficRoutingConfigType * @return Returns a reference to this object so that method calls can be chained together. * @see TrafficRoutingConfigType */ Builder type(TrafficRoutingConfigType type); /** *

          * The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. *

          * * @param waitIntervalInSeconds * The waiting time (in seconds) between incremental steps to turn on traffic on the new endpoint fleet. * @return Returns a reference to this object so that method calls can be chained together. */ Builder waitIntervalInSeconds(Integer waitIntervalInSeconds); /** *

          * Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less * than or equal to 50% of the variant's total instance count. *

          * * @param canarySize * Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be * less than or equal to 50% of the variant's total instance count. * @return Returns a reference to this object so that method calls can be chained together. */ Builder canarySize(CapacitySize canarySize); /** *

          * Batch size for the first step to turn on traffic on the new endpoint fleet. Value must be less * than or equal to 50% of the variant's total instance count. *

          * This is a convenience method that creates an instance of the {@link CapacitySize.Builder} avoiding the need * to create one manually via {@link CapacitySize#builder()}. * *

          * When the {@link Consumer} completes, {@link CapacitySize.Builder#build()} is called immediately and its * result is passed to {@link #canarySize(CapacitySize)}. * * @param canarySize * a consumer that will call methods on {@link CapacitySize.Builder} * @return Returns a reference to this object so that method calls can be chained together. * @see #canarySize(CapacitySize) */ default Builder canarySize(Consumer canarySize) { return canarySize(CapacitySize.builder().applyMutation(canarySize).build()); } /** *

          * Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of * the variant's total instance count. *

          * * @param linearStepSize * Batch size for each step to turn on traffic on the new endpoint fleet. Value must be * 10-50% of the variant's total instance count. * @return Returns a reference to this object so that method calls can be chained together. */ Builder linearStepSize(CapacitySize linearStepSize); /** *

          * Batch size for each step to turn on traffic on the new endpoint fleet. Value must be 10-50% of * the variant's total instance count. *

          * This is a convenience method that creates an instance of the {@link CapacitySize.Builder} avoiding the need * to create one manually via {@link CapacitySize#builder()}. * *

          * When the {@link Consumer} completes, {@link CapacitySize.Builder#build()} is called immediately and its * result is passed to {@link #linearStepSize(CapacitySize)}. * * @param linearStepSize * a consumer that will call methods on {@link CapacitySize.Builder} * @return Returns a reference to this object so that method calls can be chained together. * @see #linearStepSize(CapacitySize) */ default Builder linearStepSize(Consumer linearStepSize) { return linearStepSize(CapacitySize.builder().applyMutation(linearStepSize).build()); } } static final class BuilderImpl implements Builder { private String type; private Integer waitIntervalInSeconds; private CapacitySize canarySize; private CapacitySize linearStepSize; private BuilderImpl() { } private BuilderImpl(TrafficRoutingConfig model) { type(model.type); waitIntervalInSeconds(model.waitIntervalInSeconds); canarySize(model.canarySize); linearStepSize(model.linearStepSize); } public final String getType() { return type; } public final void setType(String type) { this.type = type; } @Override public final Builder type(String type) { this.type = type; return this; } @Override public final Builder type(TrafficRoutingConfigType type) { this.type(type == null ? null : type.toString()); return this; } public final Integer getWaitIntervalInSeconds() { return waitIntervalInSeconds; } public final void setWaitIntervalInSeconds(Integer waitIntervalInSeconds) { this.waitIntervalInSeconds = waitIntervalInSeconds; } @Override public final Builder waitIntervalInSeconds(Integer waitIntervalInSeconds) { this.waitIntervalInSeconds = waitIntervalInSeconds; return this; } public final CapacitySize.Builder getCanarySize() { return canarySize != null ? canarySize.toBuilder() : null; } public final void setCanarySize(CapacitySize.BuilderImpl canarySize) { this.canarySize = canarySize != null ? canarySize.build() : null; } @Override public final Builder canarySize(CapacitySize canarySize) { this.canarySize = canarySize; return this; } public final CapacitySize.Builder getLinearStepSize() { return linearStepSize != null ? linearStepSize.toBuilder() : null; } public final void setLinearStepSize(CapacitySize.BuilderImpl linearStepSize) { this.linearStepSize = linearStepSize != null ? linearStepSize.build() : null; } @Override public final Builder linearStepSize(CapacitySize linearStepSize) { this.linearStepSize = linearStepSize; return this; } @Override public TrafficRoutingConfig build() { return new TrafficRoutingConfig(this); } @Override public List> sdkFields() { return SDK_FIELDS; } @Override public Map> sdkFieldNameToField() { return SDK_NAME_TO_FIELD; } } }





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