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;

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

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