Python google.protobuf.descriptor.FieldDescriptor.LABEL_REPEATED Examples

def _handle_field_values(pb, field_values,
                         use_enum_labels, including_default_value_fields):
    result_dict = {}
    extensions = {}
    for field, value in field_values:
        if field.message_type and field.message_type.has_options and \
                field.message_type.GetOptions().map_entry:
            result_dict[field.name] = dict()
            value_field = field.message_type.fields_by_name['value']
            type_callable = _get_field_value_adaptor(
                pb, value_field,
                use_enum_labels, including_default_value_fields)
            for k, v in value.items():
                result_dict[field.name][k] = type_callable(v)
            continue
        type_callable = _get_field_value_adaptor(
            pb, field, use_enum_labels, including_default_value_fields)
        if field.label == FieldDescriptor.LABEL_REPEATED:
            type_callable = repeated(type_callable)

        if field.is_extension:
            extensions[str(field.number)] = type_callable(value)
            continue
        result_dict[field.name] = type_callable(value)
    return result_dict, extensions 

def _handle_default_value_fields(pb, keys, result_dict):
    for field in pb.DESCRIPTOR.fields:
        if keys and field.name not in keys:
            continue
        # Singular message fields and oneof fields will not be affected.
        if ((field.label != FieldDescriptor.LABEL_REPEATED and
             field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE) or
                field.containing_oneof):
            continue
        if field.name in result_dict:
            # Skip the field which has been serailized already.
            continue
        if _is_map_entry(field):
            result_dict[field.name] = {}
        elif _is_repeat_label(field):
            result_dict[field.name] = []
        else:
            result_dict[field.name] = field.default_value
    return result_dict 

def json2pb(pb, js):
	''' convert JSON string to google.protobuf.descriptor instance '''
	for field in pb.DESCRIPTOR.fields:
		if field.name not in js:
			continue
		if field.type == FD.TYPE_MESSAGE:
			pass
		elif field.type in _js2ftype:
			ftype = _js2ftype[field.type]
		else: 
			raise ParseError("Field %s.%s of type '%d' is not supported" % (pb.__class__.__name__, field.name, field.type, ))
		value = js[field.name]
		if field.label == FD.LABEL_REPEATED:
			pb_value = getattr(pb, field.name, None)
			for v in value:
				if field.type == FD.TYPE_MESSAGE:
					json2pb(pb_value.add(), v)
				else:
					pb_value.append(ftype(v))
		else:
			if field.type == FD.TYPE_MESSAGE:
				json2pb(getattr(pb, field.name, None), value)
			else:
				setattr(pb, field.name, ftype(value))
	return pb 

def pb2json(pb):
	''' convert google.protobuf.descriptor instance to JSON string '''
	js = {}
	# fields = pb.DESCRIPTOR.fields #all fields
	fields = pb.ListFields()	#only filled (including extensions)
	for field,value in fields:
		if field.type == FD.TYPE_MESSAGE:
			ftype = pb2json
		elif field.type in _ftype2js:
			ftype = _ftype2js[field.type]
		else:
			raise ParseError("Field %s.%s of type '%d' is not supported" % (pb.__class__.__name__, field.name, field.type, ))
		if field.label == FD.LABEL_REPEATED:
			js_value = []
			for v in value:
				js_value.append(ftype(v))
		else:
			js_value = ftype(value)
		js[field.name] = js_value
	return js 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def __setitem__(self, extension_handle, value):
    """If extension_handle specifies a non-repeated, scalar extension
    field, sets the value of that field.
    """

    _VerifyExtensionHandle(self._extended_message, extension_handle)

    if (extension_handle.label == FieldDescriptor.LABEL_REPEATED or
        extension_handle.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE):
      raise TypeError(
          'Cannot assign to extension "%s" because it is a repeated or '
          'composite type.' % extension_handle.full_name)

    # It's slightly wasteful to lookup the type checker each time,
    # but we expect this to be a vanishingly uncommon case anyway.
    type_checker = type_checkers.GetTypeChecker(extension_handle)
    # pylint: disable=protected-access
    self._extended_message._fields[extension_handle] = (
        type_checker.CheckValue(value))
    self._extended_message._Modified() 

def pb2dict(obj):
    """
    Takes a ProtoBuf Message obj and convertes it to a dict.
    """
    adict = {}
    if not obj.IsInitialized():
        return None
    for field in obj.DESCRIPTOR.fields:
        if not getattr(obj, field.name):
            continue
        if not field.label == FD.LABEL_REPEATED:
            if not field.type == FD.TYPE_MESSAGE:
                adict[field.name] = getattr(obj, field.name)
            else:
                value = pb2dict(getattr(obj, field.name))
                if value:
                    adict[field.name] = value
        else:
            if field.type == FD.TYPE_MESSAGE:
                adict[field.name] = \
                    [pb2dict(v) for v in getattr(obj, field.name)]
            else:
                adict[field.name] = [v for v in getattr(obj, field.name)]
    return adict 

def pb2json(pb, useFieldNumber=False):
    ''' convert google.protobuf.descriptor instance to JSON string '''
    js = {}
    # fields = pb.DESCRIPTOR.fields #all fields
    fields = pb.ListFields()        #only filled (including extensions)
    for field,value in fields:
        if useFieldNumber:
            key = field.number
        else:
            key = field.name
        if field.type == FD.TYPE_MESSAGE:
            ftype = partial(pb2json, useFieldNumber=useFieldNumber)
        elif field.type in _ftype2js:
            ftype = _ftype2js[field.type]
        else:
            raise ParseError("Field %s.%s of type '%d' is not supported" % (pb.__class__.__name__, field.name, field.type, ))
        if field.label == FD.LABEL_REPEATED:
            js_value = []
            for v in value:
                js_value.append(ftype(v))
        else:
            js_value = ftype(value)
        js[key] = js_value
    return js 

def protobuf_to_dict(pb, containers=CONTAINER_MAP, converters=TYPE_CALLABLE_MAP):
    result = message_to_container(pb, containers)

    # for field, value in pb.ListFields():  # only non-empty fields
    for field in pb.DESCRIPTOR.fields:  # empty fields too
        value = getattr(pb, field.name)
        if (field.message_type and field.message_type.has_options and
                field.message_type.GetOptions().map_entry):
            converter = dict
        elif field.type == FieldDescriptor.TYPE_MESSAGE:
            # recursively encode protobuf sub-message
            converter = partial(protobuf_to_dict, containers=containers,
                                converters=converters)
        elif field.type == FieldDescriptor.TYPE_ENUM:
            converter = partial(enum_to_label, field)
        else:
            converter = converters[field.type]

        if field.label == FieldDescriptor.LABEL_REPEATED:
            converter = partial(map, converter)

        result[field.name] = converter(value)

    return result 

def protobuf_to_dict(pb, type_callable_map=TYPE_CALLABLE_MAP, use_enum_labels=False):
    result_dict = {}
    extensions = {}
    for field, value in pb.ListFields():
        if field.message_type and field.message_type.has_options and field.message_type.GetOptions().map_entry:
            result_dict[field.name] = dict(value)
            continue
        type_callable = _get_field_value_adaptor(pb, field, type_callable_map, use_enum_labels)
        if field.label == FieldDescriptor.LABEL_REPEATED:
            type_callable = repeated(type_callable)

        if field.is_extension:
            extensions[str(field.number)] = type_callable(value)
            continue

        result_dict[field.name] = type_callable(value)

    if extensions:
        result_dict[EXTENSION_CONTAINER] = extensions
    return result_dict 

def protobuf_to_dict(pb, type_callable_map=TYPE_CALLABLE_MAP, use_enum_labels=False):
    result_dict = {}
    extensions = {}
    for field, value in pb.ListFields():
        if field.message_type and field.message_type.has_options and field.message_type.GetOptions().map_entry:
            result_dict[field.name] = dict(value)
            continue
        type_callable = _get_field_value_adaptor(pb, field, type_callable_map, use_enum_labels)
        if field.label == FieldDescriptor.LABEL_REPEATED:
            type_callable = repeated(type_callable)

        if field.is_extension:
            extensions[str(field.number)] = type_callable(value)
            continue

        result_dict[field.name] = type_callable(value)

    if extensions:
        result_dict[EXTENSION_CONTAINER] = extensions
    return result_dict 

def pb2dict(obj):
    """
    Takes a ProtoBuf Message obj and convertes it to a dict.
    """
    adict = {}
    if not obj.IsInitialized():
        return None
    for field in obj.DESCRIPTOR.fields:
        if not getattr(obj, field.name):
            continue
        if not field.label == FD.LABEL_REPEATED:
            if not field.type == FD.TYPE_MESSAGE:
                adict[field.name] = getattr(obj, field.name)
            else:
                value = pb2dict(getattr(obj, field.name))
                if value:
                    adict[field.name] = value
        else:
            if field.type == FD.TYPE_MESSAGE:
                adict[field.name] = \
                    [pb2dict(v) for v in getattr(obj, field.name)]
            else:
                adict[field.name] = [v for v in getattr(obj, field.name)]
    return adict 

def traverse_field_options(fields, prefix):
    field_options = []
    for field in fields:
        assert isinstance(field, FieldDescriptorProto)
        full_name = prefix + '-' + field.name
        option = None
        if field.type == FieldDescriptor.TYPE_MESSAGE and field.label != \
                FieldDescriptor.LABEL_REPEATED:
            if field.options:
                for fd, val in field.options.ListFields():
                    if fd.full_name == 'voltha.yang_inline_node':
                        field_options.append(
                            {'name': full_name,
                             'option': fd.full_name,
                             'proto_name': val.id,
                             'proto_type': val.type
                             }
                        )
        return field_options 

def json2pb(pb, js):
    """ convert JSON string to google.protobuf.descriptor instance
    :param pb: protobuf class to fill
    :param js: json input data
    """
    for field in pb.DESCRIPTOR.fields:
        if field.name not in js:
            continue
        if field.type == FD.TYPE_MESSAGE:
            pass
        elif field.type in _js2ftype:
            ftype = _js2ftype[field.type]
        else:
            raise ParseError(
                "Field %s.%s of type '%d' is not supported" % (pb.__class__.__name__, field.name, field.type,))
        value = js[field.name]
        if field.label == FD.LABEL_REPEATED:
            pb_value = getattr(pb, field.name, None)
            for v in value:
                if field.type == FD.TYPE_MESSAGE:
                    json2pb(pb_value.add(), v)
                else:
                    pb_value.append(ftype(v))
        else:
            if field.type == FD.TYPE_MESSAGE:
                json2pb(getattr(pb, field.name, None), value)
            elif field.type == FD.TYPE_ENUM:
                real_value = field.enum_type.values_by_name[value].number
                setattr(pb, field.name, real_value)
            else:
                setattr(pb, field.name, ftype(value))
    return pb 

def pb2json(pb):
    """ convert google.protobuf.descriptor instance to JSON string
    :param pb: protobuf class to be converted in json
    """
    js = {}
    # fields = pb.DESCRIPTOR.fields #all fields
    fields = pb.ListFields()  # only filled (including extensions)
    for field, value in fields:
        if field.type == FD.TYPE_MESSAGE:
            ftype = pb2json
        elif field.type == FD.TYPE_ENUM:
            ftype = str
            value = field.enum_type.values_by_number[value].name
        elif field.type in _ftype2js:
            ftype = _ftype2js[field.type]
        else:
            raise ParseError(
                "Field %s.%s of type '%d' is not supported" % (pb.__class__.__name__, field.name, field.type,))
        if field.label == FD.LABEL_REPEATED:
            js_value = []
            for v in value:
                js_value.append(ftype(v))
        else:
            js_value = ftype(value)
        js[field.name] = js_value
    return js 

def _IsValidPath(message_descriptor, path):
  """Checks whether the path is valid for Message Descriptor."""
  parts = path.split('.')
  last = parts.pop()
  for name in parts:
    field = message_descriptor.fields_by_name.get(name)
    if (field is None or
        field.label == FieldDescriptor.LABEL_REPEATED or
        field.type != FieldDescriptor.TYPE_MESSAGE):
      return False
    message_descriptor = field.message_type
  return last in message_descriptor.fields_by_name 

def _MergeMessage(
    node, source, destination, replace_message, replace_repeated):
  """Merge all fields specified by a sub-tree from source to destination."""
  source_descriptor = source.DESCRIPTOR
  for name in node:
    child = node[name]
    field = source_descriptor.fields_by_name[name]
    if field is None:
      raise ValueError('Error: Can\'t find field {0} in message {1}.'.format(
          name, source_descriptor.full_name))
    if child:
      # Sub-paths are only allowed for singular message fields.
      if (field.label == FieldDescriptor.LABEL_REPEATED or
          field.cpp_type != FieldDescriptor.CPPTYPE_MESSAGE):
        raise ValueError('Error: Field {0} in message {1} is not a singular '
                         'message field and cannot have sub-fields.'.format(
                             name, source_descriptor.full_name))
      if source.HasField(name):
        _MergeMessage(
            child, getattr(source, name), getattr(destination, name),
            replace_message, replace_repeated)
      continue
    if field.label == FieldDescriptor.LABEL_REPEATED:
      if replace_repeated:
        destination.ClearField(_StrConvert(name))
      repeated_source = getattr(source, name)
      repeated_destination = getattr(destination, name)
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        for item in repeated_source:
          repeated_destination.add().MergeFrom(item)
      else:
        repeated_destination.extend(repeated_source)
    else:
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        if replace_message:
          destination.ClearField(_StrConvert(name))
        if source.HasField(name):
          getattr(destination, name).MergeFrom(getattr(source, name))
      else:
        setattr(destination, name, getattr(source, name)) 

def _IsValidPath(message_descriptor, path):
  """Checks whether the path is valid for Message Descriptor."""
  parts = path.split('.')
  last = parts.pop()
  for name in parts:
    field = message_descriptor.fields_by_name[name]
    if (field is None or
        field.label == FieldDescriptor.LABEL_REPEATED or
        field.type != FieldDescriptor.TYPE_MESSAGE):
      return False
    message_descriptor = field.message_type
  return last in message_descriptor.fields_by_name 

def _MergeMessage(
    node, source, destination, replace_message, replace_repeated):
  """Merge all fields specified by a sub-tree from source to destination."""
  source_descriptor = source.DESCRIPTOR
  for name in node:
    child = node[name]
    field = source_descriptor.fields_by_name[name]
    if field is None:
      raise ValueError('Error: Can\'t find field {0} in message {1}.'.format(
          name, source_descriptor.full_name))
    if child:
      # Sub-paths are only allowed for singular message fields.
      if (field.label == FieldDescriptor.LABEL_REPEATED or
          field.cpp_type != FieldDescriptor.CPPTYPE_MESSAGE):
        raise ValueError('Error: Field {0} in message {1} is not a singular '
                         'message field and cannot have sub-fields.'.format(
                             name, source_descriptor.full_name))
      _MergeMessage(
          child, getattr(source, name), getattr(destination, name),
          replace_message, replace_repeated)
      continue
    if field.label == FieldDescriptor.LABEL_REPEATED:
      if replace_repeated:
        destination.ClearField(_StrConvert(name))
      repeated_source = getattr(source, name)
      repeated_destination = getattr(destination, name)
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        for item in repeated_source:
          repeated_destination.add().MergeFrom(item)
      else:
        repeated_destination.extend(repeated_source)
    else:
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        if replace_message:
          destination.ClearField(_StrConvert(name))
        if source.HasField(name):
          getattr(destination, name).MergeFrom(getattr(source, name))
      else:
        setattr(destination, name, getattr(source, name)) 

def protobuf_to_dict(pb, type_callable_map=TYPE_CALLABLE_MAP, use_enum_labels=False):
    """ protobuf to dict

    Args:
        pb: data in proto format

    Returns:
        result_dict: data in dict format
    """

    result_dict = {}
    extensions = {}
    for field, value in pb.ListFields():
        type_callable = _get_field_value_adaptor(pb, field, type_callable_map, use_enum_labels)
        if field.label == FieldDescriptor.LABEL_REPEATED:
            type_callable = repeated(type_callable)

        if field.is_extension:
            extensions[str(field.number)] = type_callable(value)
            continue

        result_dict[field.name] = type_callable(value)

    if extensions:
        result_dict[EXTENSION_CONTAINER] = extensions
    return result_dict 

def _dict_to_protobuf(pb, value, type_callable_map, strict):
    """ dict to protobuf

    Args:
        pb: data in dict format

    Returns:
        pb: data in proto format
    """

    fields = _get_field_mapping(pb, value, strict)

    for field, input_value, pb_value in fields:
        if field.label == FieldDescriptor.LABEL_REPEATED:
            for item in input_value:
                if field.type == FieldDescriptor.TYPE_MESSAGE:
                    m = pb_value.add()
                    _dict_to_protobuf(m, item, type_callable_map, strict)
                elif field.type == FieldDescriptor.TYPE_ENUM and isinstance(item, basestring):
                    pb_value.append(_string_to_enum(field, item))
                else:
                    pb_value.append(item)
            continue
        if field.type == FieldDescriptor.TYPE_MESSAGE:
            _dict_to_protobuf(pb_value, input_value, type_callable_map, strict)
            continue

        if field.type in type_callable_map:
            input_value = type_callable_map[field.type](input_value)

        if field.is_extension:
            pb.Extensions[field] = input_value
            continue

        if field.type == FieldDescriptor.TYPE_ENUM and isinstance(input_value, basestring):
            input_value = _string_to_enum(field, input_value)

        setattr(pb, field.name, input_value)

    return pb 

def _IsValidPath(message_descriptor, path):
  """Checks whether the path is valid for Message Descriptor."""
  parts = path.split('.')
  last = parts.pop()
  for name in parts:
    field = message_descriptor.fields_by_name[name]
    if (field is None or
        field.label == FieldDescriptor.LABEL_REPEATED or
        field.type != FieldDescriptor.TYPE_MESSAGE):
      return False
    message_descriptor = field.message_type
  return last in message_descriptor.fields_by_name 

def _MergeMessage(
    node, source, destination, replace_message, replace_repeated):
  """Merge all fields specified by a sub-tree from source to destination."""
  source_descriptor = source.DESCRIPTOR
  for name in node:
    child = node[name]
    field = source_descriptor.fields_by_name[name]
    if field is None:
      raise ValueError('Error: Can\'t find field {0} in message {1}.'.format(
          name, source_descriptor.full_name))
    if child:
      # Sub-paths are only allowed for singular message fields.
      if (field.label == FieldDescriptor.LABEL_REPEATED or
          field.cpp_type != FieldDescriptor.CPPTYPE_MESSAGE):
        raise ValueError('Error: Field {0} in message {1} is not a singular '
                         'message field and cannot have sub-fields.'.format(
                             name, source_descriptor.full_name))
      _MergeMessage(
          child, getattr(source, name), getattr(destination, name),
          replace_message, replace_repeated)
      continue
    if field.label == FieldDescriptor.LABEL_REPEATED:
      if replace_repeated:
        destination.ClearField(_StrConvert(name))
      repeated_source = getattr(source, name)
      repeated_destination = getattr(destination, name)
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        for item in repeated_source:
          repeated_destination.add().MergeFrom(item)
      else:
        repeated_destination.extend(repeated_source)
    else:
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        if replace_message:
          destination.ClearField(_StrConvert(name))
        if source.HasField(name):
          getattr(destination, name).MergeFrom(getattr(source, name))
      else:
        setattr(destination, name, getattr(source, name)) 

def _IsValidPath(message_descriptor, path):
  """Checks whether the path is valid for Message Descriptor."""
  parts = path.split('.')
  last = parts.pop()
  for name in parts:
    field = message_descriptor.fields_by_name[name]
    if (field is None or
        field.label == FieldDescriptor.LABEL_REPEATED or
        field.type != FieldDescriptor.TYPE_MESSAGE):
      return False
    message_descriptor = field.message_type
  return last in message_descriptor.fields_by_name 

def _MergeMessage(
    node, source, destination, replace_message, replace_repeated):
  """Merge all fields specified by a sub-tree from source to destination."""
  source_descriptor = source.DESCRIPTOR
  for name in node:
    child = node[name]
    field = source_descriptor.fields_by_name[name]
    if field is None:
      raise ValueError('Error: Can\'t find field {0} in message {1}.'.format(
          name, source_descriptor.full_name))
    if child:
      # Sub-paths are only allowed for singular message fields.
      if (field.label == FieldDescriptor.LABEL_REPEATED or
          field.cpp_type != FieldDescriptor.CPPTYPE_MESSAGE):
        raise ValueError('Error: Field {0} in message {1} is not a singular '
                         'message field and cannot have sub-fields.'.format(
                             name, source_descriptor.full_name))
      _MergeMessage(
          child, getattr(source, name), getattr(destination, name),
          replace_message, replace_repeated)
      continue
    if field.label == FieldDescriptor.LABEL_REPEATED:
      if replace_repeated:
        destination.ClearField(_StrConvert(name))
      repeated_source = getattr(source, name)
      repeated_destination = getattr(destination, name)
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        for item in repeated_source:
          repeated_destination.add().MergeFrom(item)
      else:
        repeated_destination.extend(repeated_source)
    else:
      if field.cpp_type == FieldDescriptor.CPPTYPE_MESSAGE:
        if replace_message:
          destination.ClearField(_StrConvert(name))
        if source.HasField(name):
          getattr(destination, name).MergeFrom(getattr(source, name))
      else:
        setattr(destination, name, getattr(source, name)) 

def convert(pb):
  """Convert protobuf to plain-old-python-object"""
  obj = {}
  for field, value in pb.ListFields():
    if field.label == fd.LABEL_REPEATED:
      obj[field.name] = list(_get_json_func(field.type)(v) for v in value)
    else:
      obj[field.name] = _get_json_func(field.type)(value)
  return obj