public final class AutomaticResources extends GeneratedMessageV3 implements AutomaticResourcesOrBuilder
A description of resources that to large degree are decided by Vertex AI,
and require only a modest additional configuration.
Each Model supporting these resources documents its specific guidelines.
Protobuf type google.cloud.aiplatform.v1.AutomaticResources
Static Fields
public static final int MAX_REPLICA_COUNT_FIELD_NUMBER
Field Value
public static final int MIN_REPLICA_COUNT_FIELD_NUMBER
Field Value
Static Methods
public static AutomaticResources getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static AutomaticResources.Builder newBuilder()
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public static AutomaticResources.Builder newBuilder(AutomaticResources prototype)
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public static AutomaticResources parseDelimitedFrom(InputStream input)
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Exceptions
public static AutomaticResources parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static AutomaticResources parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
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Exceptions
public static AutomaticResources parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static AutomaticResources parseFrom(ByteString data)
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public static AutomaticResources parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static AutomaticResources parseFrom(CodedInputStream input)
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public static AutomaticResources parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static AutomaticResources parseFrom(InputStream input)
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public static AutomaticResources parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static AutomaticResources parseFrom(ByteBuffer data)
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public static AutomaticResources parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<AutomaticResources> parser()
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Methods
public boolean equals(Object obj)
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Overrides
public AutomaticResources getDefaultInstanceForType()
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public int getMaxReplicaCount()
Immutable. The maximum number of replicas this DeployedModel may be
deployed on when the traffic against it increases. If the requested value
is too large, the deployment will error, but if deployment succeeds then
the ability to scale the model to that many replicas is guaranteed (barring
service outages). If traffic against the DeployedModel increases beyond
what its replicas at maximum may handle, a portion of the traffic will be
dropped. If this value is not provided, a no upper bound for scaling under
heavy traffic will be assume, though Vertex AI may be unable to scale
beyond certain replica number.
int32 max_replica_count = 2 [(.google.api.field_behavior) = IMMUTABLE];
Returns
Type | Description |
int | The maxReplicaCount.
|
public int getMinReplicaCount()
Immutable. The minimum number of replicas this DeployedModel will be always
deployed on. If traffic against it increases, it may dynamically be
deployed onto more replicas up to
max_replica_count,
and as traffic decreases, some of these extra replicas may be freed. If the
requested value is too large, the deployment will error.
int32 min_replica_count = 1 [(.google.api.field_behavior) = IMMUTABLE];
Returns
Type | Description |
int | The minReplicaCount.
|
public Parser<AutomaticResources> getParserForType()
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Overrides
public int getSerializedSize()
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Overrides
public final UnknownFieldSet getUnknownFields()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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Overrides
public AutomaticResources.Builder newBuilderForType()
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protected AutomaticResources.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
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public AutomaticResources.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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Exceptions