CollectionDef.Builder

public static final class CollectionDef.Builder

 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 tensorflow.CollectionDef

Public Methods

CollectionDef.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
CollectionDef	build()
CollectionDef	buildPartial()
CollectionDef.Builder	clear()
CollectionDef.Builder	clearAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.Builder	clearBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
CollectionDef.Builder	clearFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.Builder	clearInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Builder	clearKind()
CollectionDef.Builder	clearNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`
CollectionDef.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
CollectionDef.Builder	clone()
CollectionDef.AnyList	getAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.AnyList.Builder	getAnyListBuilder() `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.AnyListOrBuilder	getAnyListOrBuilder() `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.BytesList	getBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.BytesList.Builder	getBytesListBuilder() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.BytesListOrBuilder	getBytesListOrBuilder() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef	getDefaultInstanceForType()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
CollectionDef.FloatList	getFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.FloatList.Builder	getFloatListBuilder() `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.FloatListOrBuilder	getFloatListOrBuilder() `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.Int64List	getInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Int64List.Builder	getInt64ListBuilder() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Int64ListOrBuilder	getInt64ListOrBuilder() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.KindCase	getKindCase()
CollectionDef.NodeList	getNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`
CollectionDef.NodeList.Builder	getNodeListBuilder() `.tensorflow.CollectionDef.NodeList node_list = 1;`
CollectionDef.NodeListOrBuilder	getNodeListOrBuilder() `.tensorflow.CollectionDef.NodeList node_list = 1;`
boolean	hasAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
boolean	hasBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
boolean	hasFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
boolean	hasInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
boolean	hasNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`
final boolean	isInitialized()
CollectionDef.Builder	mergeAnyList(CollectionDef.AnyList value) `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.Builder	mergeBytesList(CollectionDef.BytesList value) `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.Builder	mergeFloatList(CollectionDef.FloatList value) `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.Builder	mergeFrom(com.google.protobuf.Message other)
CollectionDef.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
CollectionDef.Builder	mergeInt64List(CollectionDef.Int64List value) `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Builder	mergeNodeList(CollectionDef.NodeList value) `.tensorflow.CollectionDef.NodeList node_list = 1;`
final CollectionDef.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
CollectionDef.Builder	setAnyList(CollectionDef.AnyList value) `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.Builder	setAnyList(CollectionDef.AnyList.Builder builderForValue) `.tensorflow.CollectionDef.AnyList any_list = 5;`
CollectionDef.Builder	setBytesList(CollectionDef.BytesList.Builder builderForValue) `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.Builder	setBytesList(CollectionDef.BytesList value) `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
CollectionDef.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
CollectionDef.Builder	setFloatList(CollectionDef.FloatList value) `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.Builder	setFloatList(CollectionDef.FloatList.Builder builderForValue) `.tensorflow.CollectionDef.FloatList float_list = 4;`
CollectionDef.Builder	setInt64List(CollectionDef.Int64List value) `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Builder	setInt64List(CollectionDef.Int64List.Builder builderForValue) `.tensorflow.CollectionDef.Int64List int64_list = 3;`
CollectionDef.Builder	setNodeList(CollectionDef.NodeList.Builder builderForValue) `.tensorflow.CollectionDef.NodeList node_list = 1;`
CollectionDef.Builder	setNodeList(CollectionDef.NodeList value) `.tensorflow.CollectionDef.NodeList node_list = 1;`
CollectionDef.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
final CollectionDef.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.CollectionDefOrBuilder

abstract CollectionDef.AnyList	getAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract CollectionDef.AnyListOrBuilder	getAnyListOrBuilder() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract CollectionDef.BytesList	getBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract CollectionDef.BytesListOrBuilder	getBytesListOrBuilder() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract CollectionDef.FloatList	getFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract CollectionDef.FloatListOrBuilder	getFloatListOrBuilder() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract CollectionDef.Int64List	getInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract CollectionDef.Int64ListOrBuilder	getInt64ListOrBuilder() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract CollectionDef.KindCase	getKindCase()
abstract CollectionDef.NodeList	getNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`
abstract CollectionDef.NodeListOrBuilder	getNodeListOrBuilder() `.tensorflow.CollectionDef.NodeList node_list = 1;`
abstract boolean	hasAnyList() `.tensorflow.CollectionDef.AnyList any_list = 5;`
abstract boolean	hasBytesList() `.tensorflow.CollectionDef.BytesList bytes_list = 2;`
abstract boolean	hasFloatList() `.tensorflow.CollectionDef.FloatList float_list = 4;`
abstract boolean	hasInt64List() `.tensorflow.CollectionDef.Int64List int64_list = 3;`
abstract boolean	hasNodeList() `.tensorflow.CollectionDef.NodeList node_list = 1;`

Public Methods

public CollectionDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public CollectionDef build ()

public CollectionDef buildPartial ()

public CollectionDef.Builder clear ()

public CollectionDef.Builder clearAnyList ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.Builder clearBytesList ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.Builder clearField (com.google.protobuf.Descriptors.FieldDescriptor field)

public CollectionDef.Builder clearFloatList ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Builder clearInt64List ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Builder clearKind ()

public CollectionDef.Builder clearNodeList ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public CollectionDef.Builder clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)

public CollectionDef.Builder clone ()

public CollectionDef.AnyList getAnyList ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.AnyList.Builder getAnyListBuilder ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.BytesList getBytesList ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.BytesList.Builder getBytesListBuilder ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef getDefaultInstanceForType ()

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

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()

public CollectionDef.FloatList getFloatList ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.FloatList.Builder getFloatListBuilder ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Int64List getInt64List ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Int64List.Builder getInt64ListBuilder ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.KindCase getKindCase ()

public CollectionDef.NodeList getNodeList ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public CollectionDef.NodeList.Builder getNodeListBuilder ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public boolean hasAnyList ()

.tensorflow.CollectionDef.AnyList any_list = 5;

public boolean hasBytesList ()

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public boolean hasFloatList ()

.tensorflow.CollectionDef.FloatList float_list = 4;

public boolean hasInt64List ()

.tensorflow.CollectionDef.Int64List int64_list = 3;

public boolean hasNodeList ()

.tensorflow.CollectionDef.NodeList node_list = 1;

public final boolean isInitialized ()

public CollectionDef.Builder mergeAnyList (CollectionDef.AnyList value)

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.Builder mergeBytesList (CollectionDef.BytesList value)

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.Builder mergeFloatList (CollectionDef.FloatList value)

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Builder mergeFrom (com.google.protobuf.Message other)

public CollectionDef.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public CollectionDef.Builder mergeInt64List (CollectionDef.Int64List value)

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Builder mergeNodeList (CollectionDef.NodeList value)

.tensorflow.CollectionDef.NodeList node_list = 1;

public final CollectionDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)

public CollectionDef.Builder setAnyList (CollectionDef.AnyList value)

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.Builder setAnyList (CollectionDef.AnyList.Builder builderForValue)

.tensorflow.CollectionDef.AnyList any_list = 5;

public CollectionDef.Builder setBytesList (CollectionDef.BytesList.Builder builderForValue)

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.Builder setBytesList (CollectionDef.BytesList value)

.tensorflow.CollectionDef.BytesList bytes_list = 2;

public CollectionDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public CollectionDef.Builder setFloatList (CollectionDef.FloatList value)

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Builder setFloatList (CollectionDef.FloatList.Builder builderForValue)

.tensorflow.CollectionDef.FloatList float_list = 4;

public CollectionDef.Builder setInt64List (CollectionDef.Int64List value)

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Builder setInt64List (CollectionDef.Int64List.Builder builderForValue)

.tensorflow.CollectionDef.Int64List int64_list = 3;

public CollectionDef.Builder setNodeList (CollectionDef.NodeList.Builder builderForValue)

.tensorflow.CollectionDef.NodeList node_list = 1;

public CollectionDef.Builder setNodeList (CollectionDef.NodeList value)

.tensorflow.CollectionDef.NodeList node_list = 1;

CollectionDef.Builder

Public Methods

Inherited Methods

Public Methods

public CollectionDef.Builder addRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public CollectionDef build ()

public CollectionDef buildPartial ()

public CollectionDef.Builder clear ()

public CollectionDef.Builder clearAnyList ()

public CollectionDef.Builder clearBytesList ()

public CollectionDef.Builder clearField (com.google.protobuf.Descriptors.FieldDescriptor field)

public CollectionDef.Builder clearFloatList ()

public CollectionDef.Builder clearInt64List ()

public CollectionDef.Builder clearKind ()

public CollectionDef.Builder clearNodeList ()

public CollectionDef.Builder clearOneof (com.google.protobuf.Descriptors.OneofDescriptor oneof)

public CollectionDef.Builder clone ()

public CollectionDef.AnyList getAnyList ()

public CollectionDef.AnyList.Builder getAnyListBuilder ()

public CollectionDef.AnyListOrBuilder getAnyListOrBuilder ()

public CollectionDef.BytesList getBytesList ()

public CollectionDef.BytesList.Builder getBytesListBuilder ()

public CollectionDef.BytesListOrBuilder getBytesListOrBuilder ()

public CollectionDef getDefaultInstanceForType ()

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

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType ()

public CollectionDef.FloatList getFloatList ()

public CollectionDef.FloatList.Builder getFloatListBuilder ()

public CollectionDef.FloatListOrBuilder getFloatListOrBuilder ()

public CollectionDef.Int64List getInt64List ()

public CollectionDef.Int64List.Builder getInt64ListBuilder ()

public CollectionDef.Int64ListOrBuilder getInt64ListOrBuilder ()

public CollectionDef.KindCase getKindCase ()

public CollectionDef.NodeList getNodeList ()

public CollectionDef.NodeList.Builder getNodeListBuilder ()

public CollectionDef.NodeListOrBuilder getNodeListOrBuilder ()

public boolean hasAnyList ()

public boolean hasBytesList ()

public boolean hasFloatList ()

public boolean hasInt64List ()

public boolean hasNodeList ()

public final boolean isInitialized ()

public CollectionDef.Builder mergeAnyList (CollectionDef.AnyList value)

public CollectionDef.Builder mergeBytesList (CollectionDef.BytesList value)

public CollectionDef.Builder mergeFloatList (CollectionDef.FloatList value)

public CollectionDef.Builder mergeFrom (com.google.protobuf.Message other)

public CollectionDef.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

public CollectionDef.Builder mergeInt64List (CollectionDef.Int64List value)

public CollectionDef.Builder mergeNodeList (CollectionDef.NodeList value)

public final CollectionDef.Builder mergeUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)

public CollectionDef.Builder setAnyList (CollectionDef.AnyList value)

public CollectionDef.Builder setAnyList (CollectionDef.AnyList.Builder builderForValue)

public CollectionDef.Builder setBytesList (CollectionDef.BytesList.Builder builderForValue)

public CollectionDef.Builder setBytesList (CollectionDef.BytesList value)

public CollectionDef.Builder setField (com.google.protobuf.Descriptors.FieldDescriptor field, Object value)

public CollectionDef.Builder setFloatList (CollectionDef.FloatList value)

public CollectionDef.Builder setFloatList (CollectionDef.FloatList.Builder builderForValue)

public CollectionDef.Builder setInt64List (CollectionDef.Int64List value)

public CollectionDef.Builder setInt64List (CollectionDef.Int64List.Builder builderForValue)

public CollectionDef.Builder setNodeList (CollectionDef.NodeList.Builder builderForValue)

public CollectionDef.Builder setNodeList (CollectionDef.NodeList value)

public CollectionDef.Builder setRepeatedField (com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)

public final CollectionDef.Builder setUnknownFields (com.google.protobuf.UnknownFieldSet unknownFields)