com.twitter.elephantbird.util.ThriftToDynamicProto Maven / Gradle / Ivy
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package com.twitter.elephantbird.util;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import com.google.common.base.Preconditions;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import com.google.protobuf.ByteString;
import com.google.protobuf.DescriptorProtos;
import com.google.protobuf.DescriptorProtos.FieldDescriptorProto.Label;
import com.google.protobuf.DescriptorProtos.FieldDescriptorProto.Type;
import com.google.protobuf.Descriptors;
import com.google.protobuf.Descriptors.DescriptorValidationException;
import com.google.protobuf.Descriptors.FieldDescriptor;
import com.google.protobuf.DynamicMessage;
import com.google.protobuf.Message;
import org.apache.thrift.TBase;
import org.apache.thrift.TFieldIdEnum;
import org.apache.thrift.protocol.TType;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.twitter.elephantbird.thrift.TStructDescriptor;
import com.twitter.elephantbird.thrift.TStructDescriptor.Field;
import com.twitter.elephantbird.util.Pair;
/**
* Translates a Thrift object into a Protocol Buffer message.
*
* For most data types, there is a 1:1 mapping between Thrift
* and Protobufs, except for:
*
* enums: converted to their String representations.
* lists: added to the enclosing struct as a repeated field.
* sets: protobufs doesn't have native support for them so they're
* treated as lists and we rely on thrift to enforce uniqueness.
* maps: protobufs also doesn't have native support for these so we
* create an intermediate Message type with key and value fields of the
* appropriate types and add these as repeated fields of the enclosing
* struct.
*
* @param Source thrift class
*/
public class ThriftToDynamicProto> {
private static final Logger LOG = LoggerFactory.getLogger(ThriftToDynamicProto.class);
private static final List> EMPTY_FIELDS = new ArrayList>();
private static final String MAP_KEY_FIELD_NAME = "key";
private static final String MAP_VALUE_FIELD_NAME = "value";
private boolean supportNestedObjects = false;
private boolean ignoreUnsupportedTypes = false;
private final Descriptors.FileDescriptor fileDescriptor;
// a map of descriptors keyed to their typeName
private Map descriptorBuilderMap
= Maps.newHashMap();
// a map of message builders keyed to their typeName
private Map messageBuilderMap = Maps.newHashMap();
/**
* Create a Dynamic Protocol Buffer message with fields equivalent to those in the provided
* Thrift class.
* @param thriftClass
* @throws DescriptorValidationException
*/
public ThriftToDynamicProto(Class thriftClass) throws DescriptorValidationException {
this(thriftClass, new ArrayList>());
}
public ThriftToDynamicProto(Class thriftClass,
boolean supportNestedObjects,
boolean ignoreUnsupportedTypes) throws DescriptorValidationException {
this(thriftClass, new ArrayList>(), supportNestedObjects,
ignoreUnsupportedTypes);
}
/**
* Create a converter that produces a Dynamic Protocol Buffer message with fields equivalent to
* those in the provided Thrift class, plus additional fields as defined by extraFields. Nested
* Thrift Structs will be ignored, but other unsupported types will throw an exception.
* @param thriftClass class to use to generate the protobuf schema
* @param extraFields a list of pairs of (fieldName, protobufType) that defines extra fields to
* add to the generated message.
* @throws DescriptorValidationException
*/
public ThriftToDynamicProto(Class thriftClass, List> extraFields)
throws DescriptorValidationException {
this(thriftClass, extraFields, false, false);
}
/**
* Create a converter that produces a Dynamic Protocol Buffer message with fields equivalent to
* those in the provided Thrift class, plus additional fields as defined by extraFields.
* @param thriftClass class to use to generate the protobuf schema
* @param extraFields a list of pairs of (fieldName, protobufType) that defines extra fields to
* add to the generated message.
* @param supportNestedObjects if true, builds a nested structure. Defaults is false, which will
* silently ignore nested objects, which include structs, lists/sets of structs and maps of all
* types. Lists/sets of base types are not considered to be nested objects.
* @param ignoreUnsupportedTypes if true, ignores types that aren't supported. If false an
* exception will be thrown when an unsupported type is encountered. Default is false.
* @throws DescriptorValidationException
*/
public ThriftToDynamicProto(Class thriftClass,
List> extraFields,
boolean supportNestedObjects,
boolean ignoreUnsupportedTypes) throws DescriptorValidationException {
this.supportNestedObjects = supportNestedObjects;
this.ignoreUnsupportedTypes = ignoreUnsupportedTypes;
// setup the descriptor proto builder for the top-level class
DescriptorProtos.DescriptorProto.Builder desBuilder
= DescriptorProtos.DescriptorProto.newBuilder();
desBuilder.setName(protoMessageType(thriftClass));
descriptorBuilderMap.put(desBuilder.getName(), desBuilder);
// convert the thrift schema to a proto schema
thriftToProtoSchema(desBuilder, TStructDescriptor.getInstance(thriftClass), extraFields);
// add all of the message types to the file descriptor proto builder
DescriptorProtos.FileDescriptorProto.Builder fileDescProtoBuilder =
DescriptorProtos.FileDescriptorProto.newBuilder();
for (DescriptorProtos.DescriptorProto.Builder builder : descriptorBuilderMap.values()) {
fileDescProtoBuilder.addMessageType(builder);
}
// create dynamic message builders to be cloned for all types
Descriptors.FileDescriptor dynamicDescriptor = Descriptors.FileDescriptor.buildFrom(
fileDescProtoBuilder.build(), new Descriptors.FileDescriptor[0]);
for (String type : descriptorBuilderMap.keySet()) {
Descriptors.Descriptor msgDescriptor = dynamicDescriptor.findMessageTypeByName(type);
messageBuilderMap.put(type, DynamicMessage.newBuilder(msgDescriptor));
}
fileDescriptor = dynamicDescriptor;
}
/**
* For the given thriftClass, return a Protobufs builder to build a similar protobuf class.
* @param thriftClass The thrift class for which the builder is desired.
* @return a protobuf message builder
*/
public Message.Builder getBuilder(Class> thriftClass) {
return messageBuilderMap.get(protoMessageType(thriftClass)).clone();
}
/**
* Return Protobufs builder for a Map field
*/
private Message.Builder mapEntryProtoBuilder(TStructDescriptor descriptor, Field field) {
return messageBuilderMap.get(mapProtoMessageType(descriptor, field)).clone();
}
private void thriftToProtoSchema(DescriptorProtos.DescriptorProto.Builder desBuilder,
TStructDescriptor fieldDesc, List> extraFields)
throws DescriptorValidationException {
int maxThriftId = doSchemaMapping(desBuilder, fieldDesc);
// handle extra fields if they exist. Only supported on the top level message
int extraFieldIdx = maxThriftId + 1;
for (Pair extraField : extraFields) {
addProtoField(desBuilder,
extraField.getFirst(),
++extraFieldIdx,
extraField.getSecond(),
false);
}
}
private int doSchemaMapping(DescriptorProtos.DescriptorProto.Builder desBuilder,
TStructDescriptor fieldDesc) throws DescriptorValidationException {
int maxThriftId = 0;
for (Field tField : fieldDesc.getFields()) {
maxThriftId = Math.max(tField.getFieldId(), maxThriftId);
if (supportNestedObjects && tField.isMap()) {
String typeName = mapProtoMessageType(fieldDesc, tField);
if (descriptorBuilderMap.get(typeName) == null) {
DescriptorProtos.DescriptorProto.Builder mapBuilder =
mapDescriptorProtoBuilder(tField, typeName);
descriptorBuilderMap.put(typeName, mapBuilder);
addProtoField(desBuilder, tField.getName(), tField.getFieldId() + 1, typeName, true);
}
} else {
Field field = resolveField(tField);
Type protoType = thriftTypeToProtoType(field);
boolean isContainer = isContainer(tField);
if (supportNestedObjects && protoType == Type.TYPE_MESSAGE) {
String typeName = resolveMessageTypeName(field.gettStructDescriptor());
// Protobuf field ids start at 1. Thrift starts at 0.
addProtoField(desBuilder,
tField.getName(),
tField.getFieldId() + 1,
typeName,
isContainer);
} else if (protoType != null) {
if (supportNestedObjects
|| (!supportNestedObjects && !hasNestedObject(tField))) {
addProtoField(desBuilder,
tField.getName(),
tField.getFieldId() + 1,
protoType,
isContainer);
}
}
}
}
return maxThriftId;
}
// When dealing with a Set/List, we want to retrieve the relevant Field type
private Field resolveField(Field inputField) {
if (inputField.isList()) {
return inputField.getListElemField();
} else if (inputField.isSet()) {
return inputField.getSetElemField();
} else {
return inputField;
}
}
/**
* Determines whether a field is considered to be a nested object based on:
* - whether the field itself is a struct
* - whether the field is a list/set of structs
* - whether field is a Map
*/
private boolean hasNestedObject(Field field) {
return field.isStruct()
|| (field.isList() && field.getListElemField().isStruct())
|| (field.isSet() && field.getSetElemField().isStruct())
|| field.isMap();
}
/**
* Generate a DescriptorProto.Builder for the Message type that will be used
* to represent the entries of the input Map field.
*
* @param field a Map Field (field.isMap() == true)
* @param typeName name of new message type
*/
private DescriptorProtos.DescriptorProto.Builder mapDescriptorProtoBuilder(
Field field, String typeName) throws DescriptorValidationException {
DescriptorProtos.DescriptorProto.Builder mapBuilder =
DescriptorProtos.DescriptorProto.newBuilder().setName(typeName);
Field keyField = field.getMapKeyField();
Field valueField = field.getMapValueField();
DescriptorProtos.FieldDescriptorProto.Builder keyBuilder = mapKeyProtoBuilder();
DescriptorProtos.FieldDescriptorProto.Builder valueBuilder = mapValueProtoBuilder();
setBuilderTypeFromField(keyField, keyBuilder);
setBuilderTypeFromField(valueField, valueBuilder);
mapBuilder.addField(keyBuilder.build());
mapBuilder.addField(valueBuilder.build());
return mapBuilder;
}
// field descriptor for key field to be used in Message used to hold Map entries
private DescriptorProtos.FieldDescriptorProto.Builder mapKeyProtoBuilder() {
return fieldDescriptorProtoBuilder(MAP_KEY_FIELD_NAME, 1).setLabel(Label.LABEL_REQUIRED);
}
// field descriptor for value field to be used in Message used to hold Map entries
private DescriptorProtos.FieldDescriptorProto.Builder mapValueProtoBuilder() {
return fieldDescriptorProtoBuilder(MAP_VALUE_FIELD_NAME, 2).setLabel(Label.LABEL_REQUIRED);
}
private void setBuilderTypeFromField(
Field field,
DescriptorProtos.FieldDescriptorProto.Builder builder
) throws DescriptorValidationException {
Type valueProtoType = thriftTypeToProtoType(field);
if (valueProtoType == Type.TYPE_MESSAGE) {
builder.setTypeName(resolveMessageTypeName(field.gettStructDescriptor()));
} else if (valueProtoType != null) {
builder.setType(valueProtoType);
}
}
/**
* For a TStructDescriptor, resolves the typeName and optionally converts and memoizes it's
* schema.
*/
private String resolveMessageTypeName(TStructDescriptor descriptor)
throws DescriptorValidationException {
String typeName = protoMessageType(descriptor.getThriftClass());
// Anytime we have a new message typeName, we make sure that we have a builder for it.
// If not, we create one.
DescriptorProtos.DescriptorProto.Builder builder = descriptorBuilderMap.get(typeName);
if (builder == null) {
builder = DescriptorProtos.DescriptorProto.newBuilder();
builder.setName(typeName);
descriptorBuilderMap.put(typeName, builder);
doSchemaMapping(builder, descriptor);
}
return typeName;
}
private void addProtoField(DescriptorProtos.DescriptorProto.Builder builder, String name,
int fieldIdx, Type type, boolean isRepeated) {
DescriptorProtos.FieldDescriptorProto.Builder fdBuilder
= fieldDescriptorProtoBuilder(name, fieldIdx).setType(type);
if (isRepeated) {
fdBuilder.setLabel(Label.LABEL_REPEATED);
}
builder.addField(fdBuilder.build());
}
private void addProtoField(DescriptorProtos.DescriptorProto.Builder builder, String name,
int fieldIdx, String type, boolean isRepeated) {
DescriptorProtos.FieldDescriptorProto.Builder fdBuilder
= fieldDescriptorProtoBuilder(name, fieldIdx).setTypeName(type);
if (isRepeated) {
fdBuilder.setLabel(Label.LABEL_REPEATED);
}
builder.addField(fdBuilder.build());
}
private DescriptorProtos.FieldDescriptorProto.Builder fieldDescriptorProtoBuilder(
String name, int fieldIdx) {
DescriptorProtos.FieldDescriptorProto.Builder fdBuilder =
DescriptorProtos.FieldDescriptorProto.newBuilder()
.setName(name)
.setNumber(fieldIdx);
return fdBuilder;
}
/**
* Convert a thrift object to a protobuf message.
* @param thriftObj thrift object
* @return protobuf protobuf message
*/
@SuppressWarnings("unchecked")
public Message convert(T thriftObj) {
return doConvert((TBase)
Preconditions.checkNotNull(thriftObj, "Can not convert a null object"));
}
/**
* conver TBase object to Message object
* @param thriftObj
*/
@SuppressWarnings("unchecked")
public Message doConvert(TBase thriftObj) {
if (thriftObj == null) { return null; }
Class> clazz = (Class>) thriftObj.getClass();
checkState(clazz);
Message.Builder builder = getBuilder(clazz);
TStructDescriptor fieldDesc = TStructDescriptor.getInstance(clazz);
int fieldId = 0;
for (Field tField : fieldDesc.getFields()) {
// don't want to carry over default values from unset fields
if (!thriftObj.isSet((F) tField.getFieldIdEnum())
|| (!supportNestedObjects && hasNestedObject(tField))) {
fieldId++;
continue;
}
// recurse into the object if it's a struct, otherwise just add the field
if (supportNestedObjects && tField.getType() == TType.STRUCT) {
TBase fieldValue = (TBase) fieldDesc.getFieldValue(fieldId++, thriftObj);
Message message = doConvert(fieldValue);
if (message != null) {
FieldDescriptor protoFieldDesc = builder.getDescriptorForType().findFieldByName(
tField.getName());
builder.setField(protoFieldDesc, message);
}
} else {
fieldId = convertField(thriftObj, builder, fieldDesc, fieldId, tField);
}
}
return builder.build();
}
private void checkState(Class> thriftClass) {
Preconditions.checkState(hasBuilder(thriftClass),
"No message builder found for thrift class: " + thriftClass.getCanonicalName());
}
private boolean hasBuilder(Class> thriftClass) {
return messageBuilderMap.get(protoMessageType(thriftClass)) != null;
}
private Object sanitizeRawValue(Object value, Field tField) {
Object returnValue = value;
if (tField.isEnum()) {
// TODO: proper enum handling
returnValue = returnValue.toString();
} else if (tField.isBuffer()) {
returnValue = ByteString.copyFrom((byte[]) returnValue);
}
if (returnValue instanceof Byte) {
returnValue = new Integer((Byte) returnValue);
} else if (returnValue instanceof Short) {
returnValue = new Integer((Short) returnValue);
}
return returnValue;
}
/*
* Determines if the field in question is a Set or List of a Struct type
*/
private boolean isStructContainer(Field tField) {
return (tField.isList() && tField.getListElemField().isStruct())
|| (tField.isSet() && tField.getSetElemField().isStruct());
}
@SuppressWarnings("unchecked")
private int convertField(TBase thriftObj, Message.Builder builder,
TStructDescriptor fieldDesc, int fieldId, Field tField) {
int tmpFieldId = fieldId;
FieldDescriptor protoFieldDesc = builder.getDescriptorForType().findFieldByName(
tField.getName());
if (protoFieldDesc == null) {
// not finding a field might be ok if we're ignoring an unsupported types
Type protoType = thriftTypeToProtoType(tField);
if (protoType == null
&& (ignoreUnsupportedTypes
|| (!supportNestedObjects && hasNestedObject(tField)))) {
return tmpFieldId; // no-op
}
throw new RuntimeException("Field " + tField.getName() + " not found in dynamic protobuf.");
}
Object fieldValue = fieldDesc.getFieldValue(tmpFieldId++, thriftObj);
if (fieldValue == null) {
return tmpFieldId;
}
try {
// For non-Map containers that contain struct types,
// we have to convert each struct into a Message.
if (isStructContainer(tField)) {
List convertedStructs = Lists.newLinkedList();
Iterable> structIterator = (Iterable>) fieldValue;
for (TBase struct : structIterator) {
convertedStructs.add(doConvert(struct));
}
fieldValue = convertedStructs;
} else if (tField.isMap()) {
List convertedMapEntries = Lists.newLinkedList();
Map rawMap = (Map) fieldValue;
for (Map.Entry entry : rawMap.entrySet()) {
Message.Builder mapBuilder = mapEntryProtoBuilder(fieldDesc, tField);
Message msg = buildMapEntryMessage(mapBuilder, tField, entry.getKey(), entry.getValue());
convertedMapEntries.add(msg);
}
fieldValue = convertedMapEntries;
} else {
// protobufs throws an exception if you try to set byte on an int32 field so we need to
// convert it to an Integer before it gets set
fieldValue = sanitizeRawValue(fieldValue, tField);
}
// Container types have to be added as repeated fields
if (isContainer(tField)) {
Iterable container = (Iterable) fieldValue;
for (Object obj : container) {
builder.addRepeatedField(protoFieldDesc, obj);
}
} else {
builder.setField(protoFieldDesc, fieldValue);
}
} catch (IllegalArgumentException e) {
LOG.error(String.format("Could not set protoField(index=%d, name=%s, type=%s) with "
+ "thriftField(index=%d, name=%s, type=%d, value=%s)",
protoFieldDesc.getIndex(), protoFieldDesc.getName(), protoFieldDesc.getType(),
tmpFieldId - 1, tField.getName(), tField.getType(), fieldValue), e);
throw e;
}
return tmpFieldId;
}
/**
* Builds a Message that contains the key value pair of a Map entry
*/
private Message buildMapEntryMessage(Message.Builder mapBuilder, Field field,
Object mapKey, Object mapValue) {
FieldDescriptor keyFieldDescriptor =
mapBuilder.getDescriptorForType().findFieldByName(MAP_KEY_FIELD_NAME);
FieldDescriptor valueFieldDescriptor =
mapBuilder.getDescriptorForType().findFieldByName(MAP_VALUE_FIELD_NAME);
boolean isKeyStruct = field.getMapKeyField().isStruct();
boolean isValueStruct = field.getMapValueField().isStruct();
Object convertedKey;
if (isKeyStruct) {
convertedKey = doConvert((TBase) mapKey);
} else {
convertedKey = sanitizeRawValue(mapKey, field.getMapKeyField());
}
Object convertedValue;
if (isValueStruct) {
convertedValue = doConvert((TBase) mapValue);
} else {
convertedValue = sanitizeRawValue(mapValue, field.getMapValueField());
}
mapBuilder.setField(keyFieldDescriptor, convertedKey);
mapBuilder.setField(valueFieldDescriptor, convertedValue);
return mapBuilder.build();
}
// Checks a field to determine whether it's a List/Set/Map
private boolean isContainer(Field field) {
return field.isSet() || field.isList() || field.isMap();
}
private Type thriftTypeToProtoType(Field tField) {
byte thriftType = tField.getType();
switch (thriftType) {
case TType.BOOL:
return Type.TYPE_BOOL;
case TType.BYTE:
return Type.TYPE_INT32;
case TType.DOUBLE:
return Type.TYPE_DOUBLE;
case TType.I16:
return Type.TYPE_INT32;
case TType.I32:
return Type.TYPE_INT32;
case TType.I64:
return Type.TYPE_INT64;
case TType.STRING:
// Thrift thinks bytes and strings are interchangeable. Protocol buffers are not insane.
return tField.isBuffer() ? Type.TYPE_BYTES : Type.TYPE_STRING;
case TType.ENUM:
// TODO: proper enum handling. For now, convert to strings.
return Type.TYPE_STRING;
case TType.STRUCT:
if (supportNestedObjects) { return Type.TYPE_MESSAGE; }
return null;
case TType.MAP:
return null;
case TType.SET:
return null;
case TType.LIST:
return null;
default:
if (ignoreUnsupportedTypes) {
LOG.warn("Thrift type " + thriftType + " not supported for field "
+ tField.getName() + ". Ignoring");
return null;
}
throw new IllegalArgumentException("Can't map Thrift type " + thriftType
+ " to a Protobuf type for field: " + tField.getName());
}
}
// name the proto message type after the thrift class name. Dots are not permitted in protobuf
// names
private String protoMessageType(Class> thriftClass) {
return thriftClass.getCanonicalName().replace(".", "_");
}
/**
* name the proto message used for Map types after the thrift class name of the enclosing
* struct and the field name
*/
private String mapProtoMessageType(TStructDescriptor descriptor, Field field) {
return String.format("%s_%s", protoMessageType(descriptor.getThriftClass()), field.getName());
}
// Given the class name, finds the corresponding Descriptor and return the appropriate
// FieldDescriptor
public FieldDescriptor getFieldDescriptor(Class> thriftClass,
String fieldName) {
checkState(thriftClass);
Descriptors.Descriptor descriptor = getBuilder(thriftClass).getDescriptorForType();
return descriptor.findFieldByName(fieldName);
}
// Picks off the FileDescriptor for this instance
public Descriptors.FileDescriptor getFileDescriptor() {
return fileDescriptor;
}
}
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