public static final class InputOuterClass.ExampleListWithContext extends com.google.protobuf.GeneratedMessageV3 implements InputOuterClass.ExampleListWithContextOrBuilder
Specifies one or more independent input Examples, with a common context
Example.
The common use case for context is to cleanly and optimally specify some
features that are common across multiple examples.
See example below with a search query as the context and multiple restaurants
to perform some inference on.
context: {
features: {
feature: {
key : "query"
value: {
bytes_list: {
value: [ "pizza" ]
}
}
}
}
}
examples: {
features: {
feature: {
key : "cuisine"
value: {
bytes_list: {
value: [ "Pizzeria" ]
}
}
}
}
}
examples: {
features: {
feature: {
key : "cuisine"
value: {
bytes_list: {
value: [ "Taqueria" ]
}
}
}
}
}
Implementations of ExampleListWithContext merge the context Example into each
of the Examples. Note that feature keys must not be duplicated between the
Examples and context Example, or the behavior is undefined.
See also:
tensorflow/core/example/example.proto
https://developers.google.com/protocol-buffers/docs/proto3#maps
Protobuf type tensorflow.serving.ExampleListWithContext| Modifier and Type | Class and Description |
|---|---|
static class |
InputOuterClass.ExampleListWithContext.Builder
Specifies one or more independent input Examples, with a common context
Example.
|
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
CONTEXT_FIELD_NUMBER |
static int |
EXAMPLES_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
equals(java.lang.Object obj) |
Example |
getContext()
.tensorflow.Example context = 2; |
ExampleOrBuilder |
getContextOrBuilder()
.tensorflow.Example context = 2; |
static InputOuterClass.ExampleListWithContext |
getDefaultInstance() |
InputOuterClass.ExampleListWithContext |
getDefaultInstanceForType() |
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
Example |
getExamples(int index)
repeated .tensorflow.Example examples = 1; |
int |
getExamplesCount()
repeated .tensorflow.Example examples = 1; |
java.util.List<Example> |
getExamplesList()
repeated .tensorflow.Example examples = 1; |
ExampleOrBuilder |
getExamplesOrBuilder(int index)
repeated .tensorflow.Example examples = 1; |
java.util.List<? extends ExampleOrBuilder> |
getExamplesOrBuilderList()
repeated .tensorflow.Example examples = 1; |
com.google.protobuf.Parser<InputOuterClass.ExampleListWithContext> |
getParserForType() |
int |
getSerializedSize() |
com.google.protobuf.UnknownFieldSet |
getUnknownFields() |
boolean |
hasContext()
.tensorflow.Example context = 2; |
int |
hashCode() |
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
boolean |
isInitialized() |
static InputOuterClass.ExampleListWithContext.Builder |
newBuilder() |
static InputOuterClass.ExampleListWithContext.Builder |
newBuilder(InputOuterClass.ExampleListWithContext prototype) |
InputOuterClass.ExampleListWithContext.Builder |
newBuilderForType() |
protected InputOuterClass.ExampleListWithContext.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected java.lang.Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static InputOuterClass.ExampleListWithContext |
parseDelimitedFrom(java.io.InputStream input) |
static InputOuterClass.ExampleListWithContext |
parseDelimitedFrom(java.io.InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static InputOuterClass.ExampleListWithContext |
parseFrom(byte[] data) |
static InputOuterClass.ExampleListWithContext |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static InputOuterClass.ExampleListWithContext |
parseFrom(java.nio.ByteBuffer data) |
static InputOuterClass.ExampleListWithContext |
parseFrom(java.nio.ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static InputOuterClass.ExampleListWithContext |
parseFrom(com.google.protobuf.ByteString data) |
static InputOuterClass.ExampleListWithContext |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static InputOuterClass.ExampleListWithContext |
parseFrom(com.google.protobuf.CodedInputStream input) |
static InputOuterClass.ExampleListWithContext |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static InputOuterClass.ExampleListWithContext |
parseFrom(java.io.InputStream input) |
static InputOuterClass.ExampleListWithContext |
parseFrom(java.io.InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<InputOuterClass.ExampleListWithContext> |
parser() |
InputOuterClass.ExampleListWithContext.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, 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, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int EXAMPLES_FIELD_NUMBER
public static final int CONTEXT_FIELD_NUMBER
protected java.lang.Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public final com.google.protobuf.UnknownFieldSet getUnknownFields()
getUnknownFields in interface com.google.protobuf.MessageOrBuildergetUnknownFields in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public java.util.List<Example> getExamplesList()
repeated .tensorflow.Example examples = 1;getExamplesList in interface InputOuterClass.ExampleListWithContextOrBuilderpublic java.util.List<? extends ExampleOrBuilder> getExamplesOrBuilderList()
repeated .tensorflow.Example examples = 1;getExamplesOrBuilderList in interface InputOuterClass.ExampleListWithContextOrBuilderpublic int getExamplesCount()
repeated .tensorflow.Example examples = 1;getExamplesCount in interface InputOuterClass.ExampleListWithContextOrBuilderpublic Example getExamples(int index)
repeated .tensorflow.Example examples = 1;getExamples in interface InputOuterClass.ExampleListWithContextOrBuilderpublic ExampleOrBuilder getExamplesOrBuilder(int index)
repeated .tensorflow.Example examples = 1;getExamplesOrBuilder in interface InputOuterClass.ExampleListWithContextOrBuilderpublic boolean hasContext()
.tensorflow.Example context = 2;hasContext in interface InputOuterClass.ExampleListWithContextOrBuilderpublic Example getContext()
.tensorflow.Example context = 2;getContext in interface InputOuterClass.ExampleListWithContextOrBuilderpublic ExampleOrBuilder getContextOrBuilder()
.tensorflow.Example context = 2;getContextOrBuilder in interface InputOuterClass.ExampleListWithContextOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws java.io.IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3java.io.IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(java.lang.Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static InputOuterClass.ExampleListWithContext parseFrom(java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(java.io.InputStream input) throws java.io.IOException
java.io.IOExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic static InputOuterClass.ExampleListWithContext parseDelimitedFrom(java.io.InputStream input) throws java.io.IOException
java.io.IOExceptionpublic static InputOuterClass.ExampleListWithContext parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(com.google.protobuf.CodedInputStream input) throws java.io.IOException
java.io.IOExceptionpublic static InputOuterClass.ExampleListWithContext parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic InputOuterClass.ExampleListWithContext.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static InputOuterClass.ExampleListWithContext.Builder newBuilder()
public static InputOuterClass.ExampleListWithContext.Builder newBuilder(InputOuterClass.ExampleListWithContext prototype)
public InputOuterClass.ExampleListWithContext.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected InputOuterClass.ExampleListWithContext.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static InputOuterClass.ExampleListWithContext getDefaultInstance()
public static com.google.protobuf.Parser<InputOuterClass.ExampleListWithContext> parser()
public com.google.protobuf.Parser<InputOuterClass.ExampleListWithContext> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public InputOuterClass.ExampleListWithContext getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder