Package biopb.image

Class Tensor

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessageV3
biopb.image.Tensor
All Implemented Interfaces:
TensorOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
public final class Tensor extends com.google.protobuf.GeneratedMessageV3 implements TensorOrBuilder
 Generic nd tensor
Protobuf type biopb.image.Tensor
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    Tensor.Builder
    Generic nd tensor

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

    com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    BINDATA_FIELD_NUMBER
     
    static final int
    DIM_LABELS_FIELD_NUMBER
     
    static final int
    DIMS_FIELD_NUMBER
     
    static final int
    DTYPE_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessageV3

    alwaysUseFieldBuilders, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    BinData
    getBindata()
    Pixel values
    BinDataOrBuilder
    getBindataOrBuilder()
    Pixel values
    static Tensor
    getDefaultInstance()
     
    Tensor
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    String
    getDimLabels(int index)
    A list of strings describing the dimension order of the pixel data e.g.
    com.google.protobuf.ByteString
    getDimLabelsBytes(int index)
    A list of strings describing the dimension order of the pixel data e.g.
    int
    getDimLabelsCount()
    A list of strings describing the dimension order of the pixel data e.g.
    com.google.protobuf.ProtocolStringList
    getDimLabelsList()
    A list of strings describing the dimension order of the pixel data e.g.
    int
    getDims(int index)
    A list of Dimensional size of pixel data array, e.g.
    int
    getDimsCount()
    A list of Dimensional size of pixel data array, e.g.
    List<Integer>
    getDimsList()
    A list of Dimensional size of pixel data array, e.g.
    String
    getDtype()
    A string describing the data type using numpy's convention.
    com.google.protobuf.ByteString
    getDtypeBytes()
    A string describing the data type using numpy's convention.
    com.google.protobuf.Parser<Tensor>
    getParserForType()
     
    int
    getSerializedSize()
     
    boolean
    hasBindata()
    Pixel values
    int
    hashCode()
     
    protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static Tensor.Builder
    newBuilder()
     
    static Tensor.Builder
    newBuilder(Tensor prototype)
     
    Tensor.Builder
    newBuilderForType()
     
    protected Tensor.Builder
    newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
     
    protected Object
    newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
     
    static Tensor
    parseDelimitedFrom(InputStream input)
     
    static Tensor
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static Tensor
    parseFrom(byte[] data)
     
    static Tensor
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static Tensor
    parseFrom(com.google.protobuf.ByteString data)
     
    static Tensor
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static Tensor
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static Tensor
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static Tensor
    parseFrom(InputStream input)
     
    static Tensor
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static Tensor
    parseFrom(ByteBuffer data)
     
    static Tensor
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<Tensor>
    parser()
     
    Tensor.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessageV3

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

  • Field Details

  • Method Details

    • newInstance

      protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
      Overrides:
      newInstance in class com.google.protobuf.GeneratedMessageV3

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

    • hasBindata

      public boolean hasBindata()
       Pixel values
      .biopb.image.BinData bindata = 1;
      Specified by:
      hasBindata in interface TensorOrBuilder
      Returns:
      Whether the bindata field is set.

    • getBindata

      public BinData getBindata()
       Pixel values
      .biopb.image.BinData bindata = 1;
      Specified by:
      getBindata in interface TensorOrBuilder
      Returns:
      The bindata.

    • getBindataOrBuilder

      public BinDataOrBuilder getBindataOrBuilder()
       Pixel values
      .biopb.image.BinData bindata = 1;
      Specified by:
      getBindataOrBuilder in interface TensorOrBuilder

    • getDtype

      public String getDtype()
       A string describing the data type using numpy's convention. E.g., 'i8'
 represent int64. Endianness indicator, e.g. '=i8', is allowed but will be
 ignored. Instead the endianness will be determined by the field within
 the Bindata structure.
      string dtype = 2;
      Specified by:
      getDtype in interface TensorOrBuilder
      Returns:
      The dtype.

    • getDtypeBytes

      public com.google.protobuf.ByteString getDtypeBytes()
       A string describing the data type using numpy's convention. E.g., 'i8'
 represent int64. Endianness indicator, e.g. '=i8', is allowed but will be
 ignored. Instead the endianness will be determined by the field within
 the Bindata structure.
      string dtype = 2;
      Specified by:
      getDtypeBytes in interface TensorOrBuilder
      Returns:
      The bytes for dtype.

    • getDimsList

      public List<Integer> getDimsList()
       A list of Dimensional size of pixel data array, e.g. [10, 5, 512, 512, 3]
      repeated uint32 dims = 3;
      Specified by:
      getDimsList in interface TensorOrBuilder
      Returns:
      A list containing the dims.

    • getDimsCount

      public int getDimsCount()
       A list of Dimensional size of pixel data array, e.g. [10, 5, 512, 512, 3]
      repeated uint32 dims = 3;
      Specified by:
      getDimsCount in interface TensorOrBuilder
      Returns:
      The count of dims.

    • getDims

      public int getDims(int index)
       A list of Dimensional size of pixel data array, e.g. [10, 5, 512, 512, 3]
      repeated uint32 dims = 3;
      Specified by:
      getDims in interface TensorOrBuilder
      Parameters:
      index - The index of the element to return.
      Returns:
      The dims at the given index.

    • getDimLabelsList

      public com.google.protobuf.ProtocolStringList getDimLabelsList()
       A list of strings describing the dimension order of the pixel data
 e.g. ['T', 'Z', 'Y', 'X', 'C']. The order of the list specifies the
 order of dimensions in the bindata.
      repeated string dim_labels = 4;
      Specified by:
      getDimLabelsList in interface TensorOrBuilder
      Returns:
      A list containing the dimLabels.

    • getDimLabelsCount

      public int getDimLabelsCount()
       A list of strings describing the dimension order of the pixel data
 e.g. ['T', 'Z', 'Y', 'X', 'C']. The order of the list specifies the
 order of dimensions in the bindata.
      repeated string dim_labels = 4;
      Specified by:
      getDimLabelsCount in interface TensorOrBuilder
      Returns:
      The count of dimLabels.

    • getDimLabels

      public String getDimLabels(int index)
       A list of strings describing the dimension order of the pixel data
 e.g. ['T', 'Z', 'Y', 'X', 'C']. The order of the list specifies the
 order of dimensions in the bindata.
      repeated string dim_labels = 4;
      Specified by:
      getDimLabels in interface TensorOrBuilder
      Parameters:
      index - The index of the element to return.
      Returns:
      The dimLabels at the given index.

    • getDimLabelsBytes

      public com.google.protobuf.ByteString getDimLabelsBytes(int index)
       A list of strings describing the dimension order of the pixel data
 e.g. ['T', 'Z', 'Y', 'X', 'C']. The order of the list specifies the
 order of dimensions in the bindata.
      repeated string dim_labels = 4;
      Specified by:
      getDimLabelsBytes in interface TensorOrBuilder
      Parameters:
      index - The index of the value to return.
      Returns:
      The bytes of the dimLabels at the given index.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessageV3

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessageV3
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessageV3

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static Tensor parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static Tensor parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static Tensor parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static Tensor parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static Tensor parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static Tensor parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static Tensor parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public Tensor.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static Tensor.Builder newBuilder()

    • newBuilder

      public static Tensor.Builder newBuilder(Tensor prototype)

    • toBuilder

      public Tensor.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected Tensor.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
      Specified by:
      newBuilderForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstance

      public static Tensor getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<Tensor> parser()

    • getParserForType

      public com.google.protobuf.Parser<Tensor> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessageV3

    • getDefaultInstanceForType

      public Tensor getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder