Class CollectionDef

  • All Implemented Interfaces:
    com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, java.io.Serializable, CollectionDefOrBuilder

    public final class CollectionDef
    extends com.google.protobuf.GeneratedMessageV3
    implements CollectionDefOrBuilder
     CollectionDef should cover most collections.
     To add a user-defined collection, do one of the following:
     1. For simple data types, such as string, int, float:
          tf.add_to_collection("your_collection_name", your_simple_value)
        strings will be stored as bytes_list.
     2. For Protobuf types, there are three ways to add them:
        1) tf.add_to_collection("your_collection_name",
             your_proto.SerializeToString())
           collection_def {
             key: "user_defined_bytes_collection"
             value {
               bytes_list {
                 value: "queue_name: \"test_queue\"\n"
               }
             }
           }
      or
        2) tf.add_to_collection("your_collection_name", str(your_proto))
           collection_def {
             key: "user_defined_string_collection"
             value {
              bytes_list {
                 value: "\n\ntest_queue"
               }
             }
           }
      or
        3) any_buf = any_pb2.Any()
           tf.add_to_collection("your_collection_name",
             any_buf.Pack(your_proto))
           collection_def {
             key: "user_defined_any_collection"
             value {
               any_list {
                 value {
                   type_url: "type.googleapis.com/tensorflow.QueueRunnerDef"
                   value: "\n\ntest_queue"
                 }
               }
             }
           }
     3. For Python objects, implement to_proto() and from_proto(), and register
        them in the following manner:
        ops.register_proto_function("your_collection_name",
                                    proto_type,
                                    to_proto=YourPythonObject.to_proto,
                                    from_proto=YourPythonObject.from_proto)
        These functions will be invoked to serialize and de-serialize the
        collection. For example,
        ops.register_proto_function(ops.GraphKeys.GLOBAL_VARIABLES,
                                    proto_type=variable_pb2.VariableDef,
                                    to_proto=Variable.to_proto,
                                    from_proto=Variable.from_proto)
     
    Protobuf type org.platanios.tensorflow.proto.CollectionDef
    See Also:
    Serialized Form
    • Method Detail

      • newInstance

        protected java.lang.Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3
      • getUnknownFields

        public final com.google.protobuf.UnknownFieldSet getUnknownFields()
        Specified by:
        getUnknownFields in interface com.google.protobuf.MessageOrBuilder
        Overrides:
        getUnknownFields 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
      • hasNodeList

        public boolean hasNodeList()
        .org.platanios.tensorflow.proto.CollectionDef.NodeList node_list = 1;
        Specified by:
        hasNodeList in interface CollectionDefOrBuilder
        Returns:
        Whether the nodeList field is set.
      • hasBytesList

        public boolean hasBytesList()
        .org.platanios.tensorflow.proto.CollectionDef.BytesList bytes_list = 2;
        Specified by:
        hasBytesList in interface CollectionDefOrBuilder
        Returns:
        Whether the bytesList field is set.
      • hasInt64List

        public boolean hasInt64List()
        .org.platanios.tensorflow.proto.CollectionDef.Int64List int64_list = 3;
        Specified by:
        hasInt64List in interface CollectionDefOrBuilder
        Returns:
        Whether the int64List field is set.
      • hasFloatList

        public boolean hasFloatList()
        .org.platanios.tensorflow.proto.CollectionDef.FloatList float_list = 4;
        Specified by:
        hasFloatList in interface CollectionDefOrBuilder
        Returns:
        Whether the floatList field is set.
      • hasAnyList

        public boolean hasAnyList()
        .org.platanios.tensorflow.proto.CollectionDef.AnyList any_list = 5;
        Specified by:
        hasAnyList in interface CollectionDefOrBuilder
        Returns:
        Whether the anyList field is set.
      • 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 java.io.IOException
        Specified by:
        writeTo in interface com.google.protobuf.MessageLite
        Overrides:
        writeTo in class com.google.protobuf.GeneratedMessageV3
        Throws:
        java.io.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​(java.lang.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 CollectionDef parseFrom​(java.nio.ByteBuffer data)
                                       throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException
      • parseFrom

        public static CollectionDef parseFrom​(java.nio.ByteBuffer data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException
      • parseFrom

        public static CollectionDef parseFrom​(com.google.protobuf.ByteString data)
                                       throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException
      • parseFrom

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

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

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

        public static CollectionDef parseFrom​(java.io.InputStream input)
                                       throws java.io.IOException
        Throws:
        java.io.IOException
      • parseFrom

        public static CollectionDef parseFrom​(java.io.InputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws java.io.IOException
        Throws:
        java.io.IOException
      • parseDelimitedFrom

        public static CollectionDef parseDelimitedFrom​(java.io.InputStream input)
                                                throws java.io.IOException
        Throws:
        java.io.IOException
      • parseDelimitedFrom

        public static CollectionDef parseDelimitedFrom​(java.io.InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws java.io.IOException
        Throws:
        java.io.IOException
      • parseFrom

        public static CollectionDef parseFrom​(com.google.protobuf.CodedInputStream input)
                                       throws java.io.IOException
        Throws:
        java.io.IOException
      • parseFrom

        public static CollectionDef parseFrom​(com.google.protobuf.CodedInputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws java.io.IOException
        Throws:
        java.io.IOException
      • newBuilderForType

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

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

        protected CollectionDef.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3
      • getDefaultInstance

        public static CollectionDef getDefaultInstance()
      • parser

        public static com.google.protobuf.Parser<CollectionDef> parser()
      • getParserForType

        public com.google.protobuf.Parser<CollectionDef> 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 CollectionDef getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder