com.google.cloud.vertexai.api

Interface TensorOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

Tensor, Tensor.Builder

public interface TensorOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
boolean	containsStructVal(String key) A map of string to tensor.
boolean	getBoolVal(int index) Type specific representations that make it easy to create tensor protos in all languages.
int	getBoolValCount() Type specific representations that make it easy to create tensor protos in all languages.
List<Boolean>	getBoolValList() Type specific representations that make it easy to create tensor protos in all languages.
com.google.protobuf.ByteString	getBytesVal(int index) [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated bytes bytes_val = 15;
int	getBytesValCount() [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated bytes bytes_val = 15;
List<com.google.protobuf.ByteString>	getBytesValList() [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated bytes bytes_val = 15;
double	getDoubleVal(int index) [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE] repeated double double_val = 6;
int	getDoubleValCount() [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE] repeated double double_val = 6;
List<Double>	getDoubleValList() [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE] repeated double double_val = 6;
Tensor.DataType	getDtype() The data type of tensor.
int	getDtypeValue() The data type of tensor.
float	getFloatVal(int index) [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT] repeated float float_val = 5;
int	getFloatValCount() [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT] repeated float float_val = 5;
List<Float>	getFloatValList() [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT] repeated float float_val = 5;
long	getInt64Val(int index) [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64] repeated int64 int64_val = 8;
int	getInt64ValCount() [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64] repeated int64 int64_val = 8;
List<Long>	getInt64ValList() [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64] repeated int64 int64_val = 8;
int	getIntVal(int index) [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8] [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16] [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32] repeated int32 int_val = 7;
int	getIntValCount() [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8] [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16] [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32] repeated int32 int_val = 7;
List<Integer>	getIntValList() [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8] [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16] [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32] repeated int32 int_val = 7;
Tensor	getListVal(int index) A list of tensor values.
int	getListValCount() A list of tensor values.
List<Tensor>	getListValList() A list of tensor values.
TensorOrBuilder	getListValOrBuilder(int index) A list of tensor values.
List<? extends TensorOrBuilder>	getListValOrBuilderList() A list of tensor values.
long	getShape(int index) Shape of the tensor.
int	getShapeCount() Shape of the tensor.
List<Long>	getShapeList() Shape of the tensor.
String	getStringVal(int index) [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated string string_val = 14;
com.google.protobuf.ByteString	getStringValBytes(int index) [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated string string_val = 14;
int	getStringValCount() [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated string string_val = 14;
List<String>	getStringValList() [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING] repeated string string_val = 14;
Map<String,Tensor>	getStructVal() Deprecated.
int	getStructValCount() A map of string to tensor.
Map<String,Tensor>	getStructValMap() A map of string to tensor.
Tensor	getStructValOrDefault(String key, Tensor defaultValue) A map of string to tensor.
Tensor	getStructValOrThrow(String key) A map of string to tensor.
com.google.protobuf.ByteString	getTensorVal() Serialized raw tensor content.
long	getUint64Val(int index) [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64] repeated uint64 uint64_val = 10;
int	getUint64ValCount() [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64] repeated uint64 uint64_val = 10;
List<Long>	getUint64ValList() [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64] repeated uint64 uint64_val = 10;
int	getUintVal(int index) [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8] [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16] [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32] repeated uint32 uint_val = 9;
int	getUintValCount() [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8] [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16] [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32] repeated uint32 uint_val = 9;
List<Integer>	getUintValList() [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8] [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16] [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32] repeated uint32 uint_val = 9;

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getDtypeValue

int getDtypeValue()

 The data type of tensor.
 

.google.cloud.vertexai.v1.Tensor.DataType dtype = 1;

Returns:

The enum numeric value on the wire for dtype.

getDtype

Tensor.DataType getDtype()

 The data type of tensor.
 

.google.cloud.vertexai.v1.Tensor.DataType dtype = 1;

Returns:

The dtype.

getShapeList

List<Long> getShapeList()

 Shape of the tensor.
 

repeated int64 shape = 2;

Returns:

A list containing the shape.

getShapeCount

int getShapeCount()

 Shape of the tensor.
 

repeated int64 shape = 2;

Returns:

The count of shape.

getShape

long getShape(int index)

 Shape of the tensor.
 

repeated int64 shape = 2;

Parameters:

index - The index of the element to return.

Returns:

The shape at the given index.

getBoolValList

List<Boolean> getBoolValList()

 Type specific representations that make it easy to create tensor protos in
 all languages.  Only the representation corresponding to "dtype" can
 be set.  The values hold the flattened representation of the tensor in
 row major order.

 [BOOL][google.cloud.aiplatform.v1.Tensor.DataType.BOOL]
 

repeated bool bool_val = 3;

Returns:

A list containing the boolVal.

getBoolValCount

int getBoolValCount()

 Type specific representations that make it easy to create tensor protos in
 all languages.  Only the representation corresponding to "dtype" can
 be set.  The values hold the flattened representation of the tensor in
 row major order.

 [BOOL][google.cloud.aiplatform.v1.Tensor.DataType.BOOL]
 

repeated bool bool_val = 3;

Returns:

The count of boolVal.

getBoolVal

boolean getBoolVal(int index)

 Type specific representations that make it easy to create tensor protos in
 all languages.  Only the representation corresponding to "dtype" can
 be set.  The values hold the flattened representation of the tensor in
 row major order.

 [BOOL][google.cloud.aiplatform.v1.Tensor.DataType.BOOL]
 

repeated bool bool_val = 3;

Parameters:

index - The index of the element to return.

Returns:

The boolVal at the given index.

getStringValList

List<String> getStringValList()

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated string string_val = 14;

Returns:

A list containing the stringVal.

getStringValCount

int getStringValCount()

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated string string_val = 14;

Returns:

The count of stringVal.

getStringVal

String getStringVal(int index)

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated string string_val = 14;

Parameters:

index - The index of the element to return.

Returns:

The stringVal at the given index.

getStringValBytes

com.google.protobuf.ByteString getStringValBytes(int index)

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated string string_val = 14;

Parameters:

index - The index of the value to return.

Returns:

The bytes of the stringVal at the given index.

getBytesValList

List<com.google.protobuf.ByteString> getBytesValList()

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated bytes bytes_val = 15;

Returns:

A list containing the bytesVal.

getBytesValCount

int getBytesValCount()

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated bytes bytes_val = 15;

Returns:

The count of bytesVal.

getBytesVal

com.google.protobuf.ByteString getBytesVal(int index)

 [STRING][google.cloud.aiplatform.v1.Tensor.DataType.STRING]
 

repeated bytes bytes_val = 15;

Parameters:

index - The index of the element to return.

Returns:

The bytesVal at the given index.

getFloatValList

List<Float> getFloatValList()

 [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT]
 

repeated float float_val = 5;

Returns:

A list containing the floatVal.

getFloatValCount

int getFloatValCount()

 [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT]
 

repeated float float_val = 5;

Returns:

The count of floatVal.

getFloatVal

float getFloatVal(int index)

 [FLOAT][google.cloud.aiplatform.v1.Tensor.DataType.FLOAT]
 

repeated float float_val = 5;

Parameters:

index - The index of the element to return.

Returns:

The floatVal at the given index.

getDoubleValList

List<Double> getDoubleValList()

 [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE]
 

repeated double double_val = 6;

Returns:

A list containing the doubleVal.

getDoubleValCount

int getDoubleValCount()

 [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE]
 

repeated double double_val = 6;

Returns:

The count of doubleVal.

getDoubleVal

double getDoubleVal(int index)

 [DOUBLE][google.cloud.aiplatform.v1.Tensor.DataType.DOUBLE]
 

repeated double double_val = 6;

Parameters:

index - The index of the element to return.

Returns:

The doubleVal at the given index.

getIntValList

List<Integer> getIntValList()

 [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8]
 [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16]
 [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32]
 

repeated int32 int_val = 7;

Returns:

A list containing the intVal.

getIntValCount

int getIntValCount()

 [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8]
 [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16]
 [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32]
 

repeated int32 int_val = 7;

Returns:

The count of intVal.

getIntVal

int getIntVal(int index)

 [INT_8][google.cloud.aiplatform.v1.Tensor.DataType.INT8]
 [INT_16][google.cloud.aiplatform.v1.Tensor.DataType.INT16]
 [INT_32][google.cloud.aiplatform.v1.Tensor.DataType.INT32]
 

repeated int32 int_val = 7;

Parameters:

index - The index of the element to return.

Returns:

The intVal at the given index.

getInt64ValList

List<Long> getInt64ValList()

 [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64]
 

repeated int64 int64_val = 8;

Returns:

A list containing the int64Val.

getInt64ValCount

int getInt64ValCount()

 [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64]
 

repeated int64 int64_val = 8;

Returns:

The count of int64Val.

getInt64Val

long getInt64Val(int index)

 [INT64][google.cloud.aiplatform.v1.Tensor.DataType.INT64]
 

repeated int64 int64_val = 8;

Parameters:

index - The index of the element to return.

Returns:

The int64Val at the given index.

getUintValList

List<Integer> getUintValList()

 [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8]
 [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16]
 [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32]
 

repeated uint32 uint_val = 9;

Returns:

A list containing the uintVal.

getUintValCount

int getUintValCount()

 [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8]
 [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16]
 [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32]
 

repeated uint32 uint_val = 9;

Returns:

The count of uintVal.

getUintVal

int getUintVal(int index)

 [UINT8][google.cloud.aiplatform.v1.Tensor.DataType.UINT8]
 [UINT16][google.cloud.aiplatform.v1.Tensor.DataType.UINT16]
 [UINT32][google.cloud.aiplatform.v1.Tensor.DataType.UINT32]
 

repeated uint32 uint_val = 9;

Parameters:

index - The index of the element to return.

Returns:

The uintVal at the given index.

getUint64ValList

List<Long> getUint64ValList()

 [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64]
 

repeated uint64 uint64_val = 10;

Returns:

A list containing the uint64Val.

getUint64ValCount

int getUint64ValCount()

 [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64]
 

repeated uint64 uint64_val = 10;

Returns:

The count of uint64Val.

getUint64Val

long getUint64Val(int index)

 [UINT64][google.cloud.aiplatform.v1.Tensor.DataType.UINT64]
 

repeated uint64 uint64_val = 10;

Parameters:

index - The index of the element to return.

Returns:

The uint64Val at the given index.

getListValList

List<Tensor> getListValList()

 A list of tensor values.
 

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

getListVal

Tensor getListVal(int index)

 A list of tensor values.
 

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

getListValCount

int getListValCount()

 A list of tensor values.
 

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

getListValOrBuilderList

List<? extends TensorOrBuilder> getListValOrBuilderList()

 A list of tensor values.
 

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

getListValOrBuilder

TensorOrBuilder getListValOrBuilder(int index)

 A list of tensor values.
 

repeated .google.cloud.vertexai.v1.Tensor list_val = 11;

getStructValCount

int getStructValCount()

 A map of string to tensor.
 

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

containsStructVal

boolean containsStructVal(String key)

 A map of string to tensor.
 

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

getStructVal

@Deprecated
Map<String,Tensor> getStructVal()

Deprecated.

Use getStructValMap() instead.

getStructValMap

Map<String,Tensor> getStructValMap()

 A map of string to tensor.
 

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

getStructValOrDefault

Tensor getStructValOrDefault(String key,
                             Tensor defaultValue)

 A map of string to tensor.
 

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

getStructValOrThrow

Tensor getStructValOrThrow(String key)

 A map of string to tensor.
 

map<string, .google.cloud.vertexai.v1.Tensor> struct_val = 12;

getTensorVal

com.google.protobuf.ByteString getTensorVal()

 Serialized raw tensor content.
 

bytes tensor_val = 13;

Returns:

The tensorVal.