Class ModelContainerSpec (3.32.0)

public final class ModelContainerSpec extends GeneratedMessageV3 implements ModelContainerSpecOrBuilder

Specification of a container for serving predictions. Some fields in this message correspond to fields in the Kubernetes Container v1 core specification.

Protobuf type google.cloud.aiplatform.v1.ModelContainerSpec

Static Fields

ARGS_FIELD_NUMBER

public static final int ARGS_FIELD_NUMBER
Field Value
TypeDescription
int

COMMAND_FIELD_NUMBER

public static final int COMMAND_FIELD_NUMBER
Field Value
TypeDescription
int

DEPLOYMENT_TIMEOUT_FIELD_NUMBER

public static final int DEPLOYMENT_TIMEOUT_FIELD_NUMBER
Field Value
TypeDescription
int

ENV_FIELD_NUMBER

public static final int ENV_FIELD_NUMBER
Field Value
TypeDescription
int

GRPC_PORTS_FIELD_NUMBER

public static final int GRPC_PORTS_FIELD_NUMBER
Field Value
TypeDescription
int

HEALTH_PROBE_FIELD_NUMBER

public static final int HEALTH_PROBE_FIELD_NUMBER
Field Value
TypeDescription
int

HEALTH_ROUTE_FIELD_NUMBER

public static final int HEALTH_ROUTE_FIELD_NUMBER
Field Value
TypeDescription
int

IMAGE_URI_FIELD_NUMBER

public static final int IMAGE_URI_FIELD_NUMBER
Field Value
TypeDescription
int

PORTS_FIELD_NUMBER

public static final int PORTS_FIELD_NUMBER
Field Value
TypeDescription
int

PREDICT_ROUTE_FIELD_NUMBER

public static final int PREDICT_ROUTE_FIELD_NUMBER
Field Value
TypeDescription
int

SHARED_MEMORY_SIZE_MB_FIELD_NUMBER

public static final int SHARED_MEMORY_SIZE_MB_FIELD_NUMBER
Field Value
TypeDescription
int

STARTUP_PROBE_FIELD_NUMBER

public static final int STARTUP_PROBE_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static ModelContainerSpec getDefaultInstance()
Returns
TypeDescription
ModelContainerSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static ModelContainerSpec.Builder newBuilder()
Returns
TypeDescription
ModelContainerSpec.Builder

newBuilder(ModelContainerSpec prototype)

public static ModelContainerSpec.Builder newBuilder(ModelContainerSpec prototype)
Parameter
NameDescription
prototypeModelContainerSpec
Returns
TypeDescription
ModelContainerSpec.Builder

parseDelimitedFrom(InputStream input)

public static ModelContainerSpec parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static ModelContainerSpec parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelContainerSpec parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelContainerSpec parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static ModelContainerSpec parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static ModelContainerSpec parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelContainerSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelContainerSpec
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<ModelContainerSpec> parser()
Returns
TypeDescription
Parser<ModelContainerSpec>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getArgs(int index)

public String getArgs(int index)

Immutable. Specifies arguments for the command that runs when the container starts. This overrides the container's CMD. Specify this field as an array of executable and arguments, similar to a Docker CMD's "default parameters" form.

If you don't specify this field but do specify the command field, then the command from the command field runs without any additional arguments. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

If you don't specify this field and don't specify the command field, then the container's ENTRYPOINT and CMD determine what runs based on their default behavior. See the Docker documentation about how CMD and ENTRYPOINT interact.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the args field of the Kubernetes Containers v1 core API.

repeated string args = 3 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint

The index of the element to return.

Returns
TypeDescription
String

The args at the given index.

getArgsBytes(int index)

public ByteString getArgsBytes(int index)

Immutable. Specifies arguments for the command that runs when the container starts. This overrides the container's CMD. Specify this field as an array of executable and arguments, similar to a Docker CMD's "default parameters" form.

If you don't specify this field but do specify the command field, then the command from the command field runs without any additional arguments. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

If you don't specify this field and don't specify the command field, then the container's ENTRYPOINT and CMD determine what runs based on their default behavior. See the Docker documentation about how CMD and ENTRYPOINT interact.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the args field of the Kubernetes Containers v1 core API.

repeated string args = 3 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint

The index of the value to return.

Returns
TypeDescription
ByteString

The bytes of the args at the given index.

getArgsCount()

public int getArgsCount()

Immutable. Specifies arguments for the command that runs when the container starts. This overrides the container's CMD. Specify this field as an array of executable and arguments, similar to a Docker CMD's "default parameters" form.

If you don't specify this field but do specify the command field, then the command from the command field runs without any additional arguments. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

If you don't specify this field and don't specify the command field, then the container's ENTRYPOINT and CMD determine what runs based on their default behavior. See the Docker documentation about how CMD and ENTRYPOINT interact.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the args field of the Kubernetes Containers v1 core API.

repeated string args = 3 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
int

The count of args.

getArgsList()

public ProtocolStringList getArgsList()

Immutable. Specifies arguments for the command that runs when the container starts. This overrides the container's CMD. Specify this field as an array of executable and arguments, similar to a Docker CMD's "default parameters" form.

If you don't specify this field but do specify the command field, then the command from the command field runs without any additional arguments. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

If you don't specify this field and don't specify the command field, then the container's ENTRYPOINT and CMD determine what runs based on their default behavior. See the Docker documentation about how CMD and ENTRYPOINT interact.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the args field of the Kubernetes Containers v1 core API.

repeated string args = 3 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
ProtocolStringList

A list containing the args.

getCommand(int index)

public String getCommand(int index)

Immutable. Specifies the command that runs when the container starts. This overrides the container's ENTRYPOINT. Specify this field as an array of executable and arguments, similar to a Docker ENTRYPOINT's "exec" form, not its "shell" form.

If you do not specify this field, then the container's ENTRYPOINT runs, in conjunction with the args field or the container's CMD, if either exists. If this field is not specified and the container does not have an ENTRYPOINT, then refer to the Docker documentation about how CMD and ENTRYPOINT interact.

If you specify this field, then you can also specify the args field to provide additional arguments for this command. However, if you specify this field, then the container's CMD is ignored. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the command field of the Kubernetes Containers v1 core API.

repeated string command = 2 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint

The index of the element to return.

Returns
TypeDescription
String

The command at the given index.

getCommandBytes(int index)

public ByteString getCommandBytes(int index)

Immutable. Specifies the command that runs when the container starts. This overrides the container's ENTRYPOINT. Specify this field as an array of executable and arguments, similar to a Docker ENTRYPOINT's "exec" form, not its "shell" form.

If you do not specify this field, then the container's ENTRYPOINT runs, in conjunction with the args field or the container's CMD, if either exists. If this field is not specified and the container does not have an ENTRYPOINT, then refer to the Docker documentation about how CMD and ENTRYPOINT interact.

If you specify this field, then you can also specify the args field to provide additional arguments for this command. However, if you specify this field, then the container's CMD is ignored. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the command field of the Kubernetes Containers v1 core API.

repeated string command = 2 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint

The index of the value to return.

Returns
TypeDescription
ByteString

The bytes of the command at the given index.

getCommandCount()

public int getCommandCount()

Immutable. Specifies the command that runs when the container starts. This overrides the container's ENTRYPOINT. Specify this field as an array of executable and arguments, similar to a Docker ENTRYPOINT's "exec" form, not its "shell" form.

If you do not specify this field, then the container's ENTRYPOINT runs, in conjunction with the args field or the container's CMD, if either exists. If this field is not specified and the container does not have an ENTRYPOINT, then refer to the Docker documentation about how CMD and ENTRYPOINT interact.

If you specify this field, then you can also specify the args field to provide additional arguments for this command. However, if you specify this field, then the container's CMD is ignored. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the command field of the Kubernetes Containers v1 core API.

repeated string command = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
int

The count of command.

getCommandList()

public ProtocolStringList getCommandList()

Immutable. Specifies the command that runs when the container starts. This overrides the container's ENTRYPOINT. Specify this field as an array of executable and arguments, similar to a Docker ENTRYPOINT's "exec" form, not its "shell" form.

If you do not specify this field, then the container's ENTRYPOINT runs, in conjunction with the args field or the container's CMD, if either exists. If this field is not specified and the container does not have an ENTRYPOINT, then refer to the Docker documentation about how CMD and ENTRYPOINT interact.

If you specify this field, then you can also specify the args field to provide additional arguments for this command. However, if you specify this field, then the container's CMD is ignored. See the Kubernetes documentation about how the command and args fields interact with a container's ENTRYPOINT and CMD.

In this field, you can reference environment variables set by Vertex AI and environment variables set in the env field. You cannot reference environment variables set in the Docker image. In order for environment variables to be expanded, reference them by using the following syntax: <code>$(<var>VARIABLE_NAME</var>)</code> Note that this differs from Bash variable expansion, which does not use parentheses. If a variable cannot be resolved, the reference in the input string is used unchanged. To avoid variable expansion, you can escape this syntax with $$; for example: <code>$$(<var>VARIABLE_NAME</var>)</code> This field corresponds to the command field of the Kubernetes Containers v1 core API.

repeated string command = 2 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
ProtocolStringList

A list containing the command.

getDefaultInstanceForType()

public ModelContainerSpec getDefaultInstanceForType()
Returns
TypeDescription
ModelContainerSpec

getDeploymentTimeout()

public Duration getDeploymentTimeout()

Immutable. Deployment timeout. Limit for deployment timeout is 2 hours.

.google.protobuf.Duration deployment_timeout = 10 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
Duration

The deploymentTimeout.

getDeploymentTimeoutOrBuilder()

public DurationOrBuilder getDeploymentTimeoutOrBuilder()

Immutable. Deployment timeout. Limit for deployment timeout is 2 hours.

.google.protobuf.Duration deployment_timeout = 10 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
DurationOrBuilder

getEnv(int index)

public EnvVar getEnv(int index)

Immutable. List of environment variables to set in the container. After the container starts running, code running in the container can read these environment variables.

Additionally, the command and args fields can reference these variables. Later entries in this list can also reference earlier entries. For example, the following example sets the variable VAR_2 to have the value foo bar:

`json [ { "name": "VAR_1", "value": "foo" }, { "name": "VAR_2", "value": "$(VAR_1) bar" } ]

If you switch the order of the variables in the example, then the expansion does not occur.

This field corresponds to the env` field of the Kubernetes Containers v1 core API.

repeated .google.cloud.aiplatform.v1.EnvVar env = 4 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint
Returns
TypeDescription
EnvVar

getEnvCount()

public int getEnvCount()

Immutable. List of environment variables to set in the container. After the container starts running, code running in the container can read these environment variables.

Additionally, the command and args fields can reference these variables. Later entries in this list can also reference earlier entries. For example, the following example sets the variable VAR_2 to have the value foo bar:

`json [ { "name": "VAR_1", "value": "foo" }, { "name": "VAR_2", "value": "$(VAR_1) bar" } ]

If you switch the order of the variables in the example, then the expansion does not occur.

This field corresponds to the env` field of the Kubernetes Containers v1 core API.

repeated .google.cloud.aiplatform.v1.EnvVar env = 4 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
int

getEnvList()

public List<EnvVar> getEnvList()

Immutable. List of environment variables to set in the container. After the container starts running, code running in the container can read these environment variables.

Additionally, the command and args fields can reference these variables. Later entries in this list can also reference earlier entries. For example, the following example sets the variable VAR_2 to have the value foo bar:

`json [ { "name": "VAR_1", "value": "foo" }, { "name": "VAR_2", "value": "$(VAR_1) bar" } ]

If you switch the order of the variables in the example, then the expansion does not occur.

This field corresponds to the env` field of the Kubernetes Containers v1 core API.

repeated .google.cloud.aiplatform.v1.EnvVar env = 4 [(.google.api.field_behavior) = IMMUTABLE];

Returns
TypeDescription
List<EnvVar>

getEnvOrBuilder(int index)

public EnvVarOrBuilder getEnvOrBuilder(int index)

Immutable. List of environment variables to set in the container. After the container starts running, code running in the container can read these environment variables.

Additionally, the command and args fields can reference these variables. Later entries in this list can also reference earlier entries. For example, the following example sets the variable VAR_2 to have the value foo bar:

`json [ { "name": "VAR_1", "value": "foo" }, { "name": "VAR_2", "value": "$(VAR_1) bar" } ]

If you switch the order of the variables in the example, then the expansion does not occur.

This field corresponds to the env` field of the Kubernetes Containers v1 core API.

repeated .google.cloud.aiplatform.v1.EnvVar env = 4 [(.google.api.field_behavior) = IMMUTABLE];

Parameter
NameDescription
indexint
Returns
TypeDescription
EnvVarOrBuilder

getEnvOrBuilderList()

public List<? extends EnvVarOrBuilder> getEnvOrBuilderList()

Immutable. List of environment variables to set in the container. After the container starts running, code running in the container can read these environment variables.

Additionally, the command and args fields can reference these variables. Later entries in this list can also reference earlier entries. For example, the following example sets the variable VAR_2 to have the value foo bar:

`json [ { "name": "VAR_1", "value": "foo" }, { "name": "VAR_2", "value": "$(VAR_1) bar" } ]