Class AutomaticResources (3.43.0)

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.v1beta1.AutomaticResources

Static Fields

MAX_REPLICA_COUNT_FIELD_NUMBER

public static final int MAX_REPLICA_COUNT_FIELD_NUMBER
Field Value
Type Description
int

MIN_REPLICA_COUNT_FIELD_NUMBER

public static final int MIN_REPLICA_COUNT_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static AutomaticResources getDefaultInstance()
Returns
Type Description
AutomaticResources

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static AutomaticResources.Builder newBuilder()
Returns
Type Description
AutomaticResources.Builder

newBuilder(AutomaticResources prototype)

public static AutomaticResources.Builder newBuilder(AutomaticResources prototype)
Parameter
Name Description
prototype AutomaticResources
Returns
Type Description
AutomaticResources.Builder

parseDelimitedFrom(InputStream input)

public static AutomaticResources parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static AutomaticResources parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static AutomaticResources parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static AutomaticResources parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static AutomaticResources parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static AutomaticResources parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static AutomaticResources parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutomaticResources
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<AutomaticResources> parser()
Returns
Type Description
Parser<AutomaticResources>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getDefaultInstanceForType()

public AutomaticResources getDefaultInstanceForType()
Returns
Type Description
AutomaticResources

getMaxReplicaCount()

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.

getMinReplicaCount()

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.

getParserForType()

public Parser<AutomaticResources> getParserForType()
Returns
Type Description
Parser<AutomaticResources>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public AutomaticResources.Builder newBuilderForType()
Returns
Type Description
AutomaticResources.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected AutomaticResources.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
AutomaticResources.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public AutomaticResources.Builder toBuilder()
Returns
Type Description
AutomaticResources.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException