Status AttrValueHasType(const AttrValue& attr_value, StringPiece type) {
  int num_set = 0;

#define VALIDATE_FIELD(name, type_string, oneof_case)                         \
  do {                                                                        \
    if (attr_value.has_list()) {                                              \
      if (attr_value.list().name##_size() > 0) {                              \
        if (type != "list(" type_string ")") {                                \
          return errors::InvalidArgument(                                     \
              "AttrValue had value with type 'list(" type_string ")' when '", \
              type, "' expected");                                            \
        }                                                                     \
        ++num_set;                                                            \
      }                                                                       \
    } else if (attr_value.value_case() == AttrValue::oneof_case) {            \
      if (type != type_string) {                                              \
        return errors::InvalidArgument(                                       \
            "AttrValue had value with type '" type_string "' when '", type,   \
            "' expected");                                                    \
      }                                                                       \
      ++num_set;                                                              \
    }                                                                         \
  } while (false)

  VALIDATE_FIELD(s, "string", kS);
  VALIDATE_FIELD(i, "int", kI);
  VALIDATE_FIELD(f, "float", kF);
  VALIDATE_FIELD(b, "bool", kB);
  VALIDATE_FIELD(type, "type", kType);
  VALIDATE_FIELD(shape, "shape", kShape);
  VALIDATE_FIELD(tensor, "tensor", kTensor);
  VALIDATE_FIELD(func, "func", kFunc);

#undef VALIDATE_FIELD

  if (attr_value.value_case() == AttrValue::kPlaceholder) {
    return errors::InvalidArgument(
        "AttrValue had value with unexpected type 'placeholder'");
  }

  // If the attr type is 'list', we expect attr_value.has_list() to be
  // true.  However, proto3's attr_value.has_list() can be false when
  // set to an empty list for GraphDef versions <= 4. So we simply
  // check if has_list is false and some other field in attr_value is
  // set to flag the error.  This test can be made more strict once
  // support for GraphDef versions <= 4 is dropped.
  if (absl::StartsWith(type, "list(") && !attr_value.has_list()) {
    if (num_set) {
      return errors::InvalidArgument(
          "AttrValue missing value with expected type '", type, "'");
    } else {
      // Indicate that we have a list, but an empty one.
      ++num_set;
    }
  }

  // Okay to have an empty list, but not to be missing a non-list value.
  if (num_set == 0 && !absl::StartsWith(type, "list(")) {
    return errors::InvalidArgument(
        "AttrValue missing value with expected type '", type, "'");
  }

  // Ref types and DT_INVALID are illegal, and DataTypes must
  // be a valid enum type.
  if (type == "type") {
    if (!DataType_IsValid(attr_value.type())) {
      return errors::InvalidArgument("AttrValue has invalid DataType enum: ",
                                     attr_value.type());
    }
    if (IsRefType(attr_value.type())) {
      return errors::InvalidArgument(
          "AttrValue must not have reference type value of ",
          DataTypeString(attr_value.type()));
    }
    if (attr_value.type() == DT_INVALID) {
      return errors::InvalidArgument("AttrValue has invalid DataType");
    }
  } else if (type == "list(type)") {
    for (auto as_int : attr_value.list().type()) {
      const DataType dtype = static_cast<DataType>(as_int);
      if (!DataType_IsValid(dtype)) {
        return errors::InvalidArgument("AttrValue has invalid DataType enum: ",
                                       as_int);
      }
      if (IsRefType(dtype)) {
        return errors::InvalidArgument(
            "AttrValue must not have reference type value of ",
            DataTypeString(dtype));
      }
      if (dtype == DT_INVALID) {
        return errors::InvalidArgument("AttrValue contains invalid DataType");
      }
    }
  }

  return Status::OK();
}
Status AttrValueHasType(const AttrValue& attr_value, StringPiece type) {
  int num_set = 0;

#define VALIDATE_FIELD(name, type_string, oneof_case)                         \
  do {                                                                        \
    if (attr_value.has_list()) {                                              \
      if (attr_value.list().name##_size() > 0) {                              \
        if (type != "list(" type_string ")") {                                \
          return errors::InvalidArgument(                                     \
              "AttrValue had value with type 'list(" type_string ")' when '", \
              type, "' expected");                                            \
        }                                                                     \
        ++num_set;                                                            \
      }                                                                       \
    } else if (attr_value.value_case() == AttrValue::oneof_case) {            \
      if (type != type_string) {                                              \
        return errors::InvalidArgument(                                       \
            "AttrValue had value with type '" type_string "' when '", type,   \
            "' expected");                                                    \
      }                                                                       \
      ++num_set;                                                              \
    }                                                                         \
  } while (false)

  VALIDATE_FIELD(s, "string", kS);
  VALIDATE_FIELD(i, "int", kI);
  VALIDATE_FIELD(f, "float", kF);
  VALIDATE_FIELD(b, "bool", kB);
  VALIDATE_FIELD(type, "type", kType);
  VALIDATE_FIELD(shape, "shape", kShape);
  VALIDATE_FIELD(tensor, "tensor", kTensor);
  VALIDATE_FIELD(func, "func", kFunc);

#undef VALIDATE_FIELD

  if (attr_value.value_case() == AttrValue::kPlaceholder) {
    return errors::InvalidArgument(
        "AttrValue had value with unexpected type 'placeholder'");
  }

   
   
   
   
   
   
  if (absl::StartsWith(type, "list(") && !attr_value.has_list()) {
    if (num_set) {
      return errors::InvalidArgument(
          "AttrValue missing value with expected type '", type, "'");
    } else {
       
      ++num_set;
    }
  }

   
  if (num_set == 0 && !absl::StartsWith(type, "list(")) {
    return errors::InvalidArgument(
        "AttrValue missing value with expected type '", type, "'");
  }

   
   
  if (type == "type") {
    if (!DataType_IsValid(attr_value.type())) {
      return errors::InvalidArgument("AttrValue has invalid DataType enum: ",
                                     attr_value.type());
    }
    if (IsRefType(attr_value.type())) {
      return errors::InvalidArgument(
          "AttrValue must not have reference type value of ",
          DataTypeString(attr_value.type()));
    }
    if (attr_value.type() == DT_INVALID) {
      return errors::InvalidArgument("AttrValue has invalid DataType");
    }
  } else if (type == "list(type)") {
    for (auto as_int : attr_value.list().type()) {
      const DataType dtype = static_cast<DataType>(as_int);
      if (!DataType_IsValid(dtype)) {
        return errors::InvalidArgument("AttrValue has invalid DataType enum: ",
                                       as_int);
      }
      if (IsRefType(dtype)) {
        return errors::InvalidArgument(
            "AttrValue must not have reference type value of ",
            DataTypeString(dtype));
      }
      if (dtype == DT_INVALID) {
        return errors::InvalidArgument("AttrValue contains invalid DataType");
      }
    }
  }

  return Status::OK();
}