#include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace DB { namespace ErrorCodes { extern const int ARGUMENT_OUT_OF_BOUND; extern const int TYPE_MISMATCH; } /** Checking for a `Field from` of `From` type falls to a range of values of type `To`. * `From` and `To` - numeric types. They can be floating-point types. * `From` is one of UInt64, Int64, Float64, * whereas `To` can also be 8, 16, 32 bit. * * If falls into a range, then `from` is converted to the `Field` closest to the `To` type. * If not, return Field(Null). */ namespace { template static Field convertNumericTypeImpl(const Field & from) { To result; if (!accurate::convertNumeric(from.get(), result)) return {}; return result; } template static Field convertNumericType(const Field & from, const IDataType & type) { if (from.getType() == Field::Types::UInt64) return convertNumericTypeImpl(from); if (from.getType() == Field::Types::Int64) return convertNumericTypeImpl(from); if (from.getType() == Field::Types::Float64) return convertNumericTypeImpl(from); throw Exception("Type mismatch in IN or VALUES section. Expected: " + type.getName() + ". Got: " + Field::Types::toString(from.getType()), ErrorCodes::TYPE_MISMATCH); } template static Field convertIntToDecimalType(const Field & from, const DataTypeDecimal & type) { From value = from.get(); if (!type.canStoreWhole(value)) throw Exception("Number is too much to place in " + type.getName(), ErrorCodes::ARGUMENT_OUT_OF_BOUND); T scaled_value = type.getScaleMultiplier() * value; return DecimalField(scaled_value, type.getScale()); } template static Field convertStringToDecimalType(const Field & from, const DataTypeDecimal & type) { const String & str_value = from.get(); T value = type.parseFromString(str_value); return DecimalField(value, type.getScale()); } template static Field convertDecimalToDecimalType(const Field & from, const DataTypeDecimal & type) { auto field = from.get>(); T value = convertDecimals, DataTypeDecimal>(field.getValue(), field.getScale(), type.getScale()); return DecimalField(value, type.getScale()); } template static Field convertDecimalType(const Field & from, const To & type) { if (from.getType() == Field::Types::UInt64) return convertIntToDecimalType(from, type); if (from.getType() == Field::Types::Int64) return convertIntToDecimalType(from, type); if (from.getType() == Field::Types::String) return convertStringToDecimalType(from, type); if (from.getType() == Field::Types::Decimal32) return convertDecimalToDecimalType(from, type); if (from.getType() == Field::Types::Decimal64) return convertDecimalToDecimalType(from, type); if (from.getType() == Field::Types::Decimal128) return convertDecimalToDecimalType(from, type); throw Exception("Type mismatch in IN or VALUES section. Expected: " + type.getName() + ". Got: " + Field::Types::toString(from.getType()), ErrorCodes::TYPE_MISMATCH); } Field convertFieldToTypeImpl(const Field & src, const IDataType & type, const IDataType * from_type_hint) { WhichDataType which_type(type); WhichDataType which_from_type; if (from_type_hint) { which_from_type = WhichDataType(*from_type_hint); // This was added to mitigate converting DateTime64-Field (a typedef to a Decimal64) to DataTypeDate64-compatible type. if (from_type_hint && from_type_hint->equals(type)) { return src; } } /// Conversion between Date and DateTime and vice versa. if (which_type.isDate() && which_from_type.isDateTime()) { return static_cast(static_cast(*from_type_hint).getTimeZone().toDayNum(src.get()).toUnderType()); } else if (which_type.isDateTime() && which_from_type.isDate()) { return static_cast(type).getTimeZone().fromDayNum(DayNum(src.get())); } else if (type.isValueRepresentedByNumber() && src.getType() != Field::Types::String) { if (which_type.isUInt8()) return convertNumericType(src, type); if (which_type.isUInt16()) return convertNumericType(src, type); if (which_type.isUInt32()) return convertNumericType(src, type); if (which_type.isUInt64()) return convertNumericType(src, type); if (which_type.isUInt128()) return convertNumericType(src, type); if (which_type.isUInt256()) return convertNumericType(src, type); if (which_type.isInt8()) return convertNumericType(src, type); if (which_type.isInt16()) return convertNumericType(src, type); if (which_type.isInt32()) return convertNumericType(src, type); if (which_type.isInt64()) return convertNumericType(src, type); if (which_type.isInt128()) return convertNumericType(src, type); if (which_type.isInt256()) return convertNumericType(src, type); if (which_type.isFloat32()) return convertNumericType(src, type); if (which_type.isFloat64()) return convertNumericType(src, type); if (const auto * ptype = typeid_cast *>(&type)) return convertDecimalType(src, *ptype); if (const auto * ptype = typeid_cast *>(&type)) return convertDecimalType(src, *ptype); if (const auto * ptype = typeid_cast *>(&type)) return convertDecimalType(src, *ptype); if (which_type.isEnum() && (src.getType() == Field::Types::UInt64 || src.getType() == Field::Types::Int64)) { /// Convert UInt64 or Int64 to Enum's value return dynamic_cast(type).castToValue(src); } if (which_type.isDateOrDateTime() && !which_type.isDateTime64() && src.getType() == Field::Types::UInt64) { /// We don't need any conversion UInt64 is under type of Date and DateTime return src; } if (which_type.isUUID() && src.getType() == Field::Types::UInt128) { /// Already in needed type. return src; } if (which_type.isDateTime64() && src.getType() == Field::Types::Decimal64) { /// Already in needed type. return src; } /// TODO Conversion from integers to DateTime64 } else if (which_type.isStringOrFixedString()) { if (src.getType() == Field::Types::String) { if (which_type.isFixedString()) { size_t n = assert_cast(type).getN(); const auto & src_str = src.get(); if (src_str.size() < n) { String src_str_extended = src_str; src_str_extended.resize(n); return src_str_extended; } } return src; } } else if (const DataTypeArray * type_array = typeid_cast(&type)) { if (src.getType() == Field::Types::Array) { const Array & src_arr = src.get(); size_t src_arr_size = src_arr.size(); const auto & element_type = *(type_array->getNestedType()); bool have_unconvertible_element = false; Array res(src_arr_size); for (size_t i = 0; i < src_arr_size; ++i) { res[i] = convertFieldToType(src_arr[i], element_type); if (res[i].isNull() && !element_type.isNullable()) { // See the comment for Tuples below. have_unconvertible_element = true; } } return have_unconvertible_element ? Field(Null()) : Field(res); } } else if (const DataTypeTuple * type_tuple = typeid_cast(&type)) { if (src.getType() == Field::Types::Tuple) { const auto & src_tuple = src.get(); size_t src_tuple_size = src_tuple.size(); size_t dst_tuple_size = type_tuple->getElements().size(); if (dst_tuple_size != src_tuple_size) throw Exception("Bad size of tuple in IN or VALUES section. Expected size: " + toString(dst_tuple_size) + ", actual size: " + toString(src_tuple_size), ErrorCodes::TYPE_MISMATCH); Tuple res(dst_tuple_size); bool have_unconvertible_element = false; for (size_t i = 0; i < dst_tuple_size; ++i) { const auto & element_type = *(type_tuple->getElements()[i]); res[i] = convertFieldToType(src_tuple[i], element_type); if (!res[i].isNull() || element_type.isNullable()) continue; /* * Either the source element was Null, or the conversion did not * succeed, because the source and the requested types of the * element are compatible, but the value is not convertible * (e.g. trying to convert -1 from Int8 to UInt8). In these * cases, consider the whole tuple also compatible but not * convertible. According to the specification of this function, * we must return Null in this case. * * The following elements might be not even compatible, so it * makes sense to check them to detect user errors. Remember * that there is an unconvertible element, and try to process * the remaining ones. The convertFieldToType for each element * will throw if it detects incompatibility. */ have_unconvertible_element = true; } return have_unconvertible_element ? Field(Null()) : Field(res); } } else if (const DataTypeMap * type_map = typeid_cast(&type)) { if (src.getType() == Field::Types::Map) { const auto & key_type = *type_map->getKeyType(); const auto & value_type = *type_map->getValueType(); const auto & map = src.get(); size_t map_size = map.size(); Map res(map_size); bool have_unconvertible_element = false; for (size_t i = 0; i < map_size; ++i) { const auto & map_entry = map[i].get(); const auto & key = map_entry[0]; const auto & value = map_entry[1]; Tuple updated_entry(2); updated_entry[0] = convertFieldToType(key, key_type); if (updated_entry[0].isNull() && !key_type.isNullable()) have_unconvertible_element = true; updated_entry[1] = convertFieldToType(value, value_type); if (updated_entry[1].isNull() && !value_type.isNullable()) have_unconvertible_element = true; res[i] = updated_entry; } return have_unconvertible_element ? Field(Null()) : Field(res); } } else if (const DataTypeAggregateFunction * agg_func_type = typeid_cast(&type)) { if (src.getType() != Field::Types::AggregateFunctionState) throw Exception(String("Cannot convert ") + src.getTypeName() + " to " + agg_func_type->getName(), ErrorCodes::TYPE_MISMATCH); const auto & name = src.get().name; if (agg_func_type->getName() != name) throw Exception("Cannot convert " + name + " to " + agg_func_type->getName(), ErrorCodes::TYPE_MISMATCH); return src; } /// Conversion from string by parsing. if (src.getType() == Field::Types::String) { /// Promote data type to avoid overflows. Note that overflows in the largest data type are still possible. const IDataType * type_to_parse = &type; DataTypePtr holder; if (type.canBePromoted()) { holder = type.promoteNumericType(); type_to_parse = holder.get(); } const auto col = type_to_parse->createColumn(); ReadBufferFromString in_buffer(src.get()); try { type_to_parse->getDefaultSerialization()->deserializeWholeText(*col, in_buffer, FormatSettings{}); } catch (Exception & e) { e.addMessage(fmt::format("while converting '{}' to {}", src.get(), type.getName())); throw; } if (!in_buffer.eof()) throw Exception(ErrorCodes::TYPE_MISMATCH, "Cannot convert string {} to type {}", src.get(), type.getName()); Field parsed = (*col)[0]; return convertFieldToType(parsed, type, from_type_hint); } throw Exception("Type mismatch in IN or VALUES section. Expected: " + type.getName() + ". Got: " + Field::Types::toString(src.getType()), ErrorCodes::TYPE_MISMATCH); } } Field convertFieldToType(const Field & from_value, const IDataType & to_type, const IDataType * from_type_hint) { if (from_value.isNull()) return from_value; if (from_type_hint && from_type_hint->equals(to_type)) return from_value; if (const auto * low_cardinality_type = typeid_cast(&to_type)) return convertFieldToType(from_value, *low_cardinality_type->getDictionaryType(), from_type_hint); else if (const auto * nullable_type = typeid_cast(&to_type)) { const IDataType & nested_type = *nullable_type->getNestedType(); /// NULL remains NULL after any conversion. if (WhichDataType(nested_type).isNothing()) return {}; if (from_type_hint && from_type_hint->equals(nested_type)) return from_value; return convertFieldToTypeImpl(from_value, nested_type, from_type_hint); } else return convertFieldToTypeImpl(from_value, to_type, from_type_hint); } Field convertFieldToTypeOrThrow(const Field & from_value, const IDataType & to_type, const IDataType * from_type_hint) { bool is_null = from_value.isNull(); if (is_null && !to_type.isNullable()) throw Exception(ErrorCodes::TYPE_MISMATCH, "Cannot convert NULL to {}", to_type.getName()); Field converted = convertFieldToType(from_value, to_type, from_type_hint); if (!is_null && converted.isNull()) throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "Cannot convert value '{}'{}: it cannot be represented as {}", toString(from_value), from_type_hint ? " from " + from_type_hint->getName() : "", to_type.getName()); return converted; } }