CompressionCodecT64.cpp

#include <cstring>

#include <Compression/ICompressionCodec.h>
#include <Compression/CompressionFactory.h>
#include <base/unaligned.h>
#include <Parsers/IAST.h>
#include <Parsers/ASTLiteral.h>
#include <Parsers/ASTFunction.h>
#include <IO/WriteHelpers.h>
#include <Core/Types.h>
#include <bit>


namespace DB
{

/// Get 64 integer values, makes 64x64 bit matrix, transpose it and crop unused bits (most significant zeroes).
/// In example, if we have UInt8 with only 0 and 1 inside 64xUInt8 would be compressed into 1xUInt64.
/// It detects unused bits by calculating min and max values of data part, saving them in header in compression phase.
/// There's a special case with signed integers parts with crossing zero data. Here it stores one more bit to detect sign of value.
class CompressionCodecT64 : public ICompressionCodec
{
public:
    static constexpr UInt32 HEADER_SIZE = 1 + 2 * sizeof(UInt64);
    static constexpr UInt32 MAX_COMPRESSED_BLOCK_SIZE = sizeof(UInt64) * 64;

    /// There're 2 compression variants:
    /// Byte - transpose bit matrix by bytes (only the last not full byte is transposed by bits). It's default.
    /// Bits - full bit-transpose of the bit matrix. It uses more resources and leads to better compression with ZSTD (but worse with LZ4).
    enum class Variant
    {
        Byte,
        Bit
    };

    CompressionCodecT64(TypeIndex type_idx_, Variant variant_);

    uint8_t getMethodByte() const override;

    void updateHash(SipHash & hash) const override;

protected:
    UInt32 doCompressData(const char * src, UInt32 src_size, char * dst) const override;
    void doDecompressData(const char * src, UInt32 src_size, char * dst, UInt32 uncompressed_size) const override;

    UInt32 getMaxCompressedDataSize(UInt32 uncompressed_size) const override
    {
        /// uncompressed_size - (uncompressed_size % (sizeof(T) * 64)) + sizeof(UInt64) * sizeof(T) + header_size
        return uncompressed_size + MAX_COMPRESSED_BLOCK_SIZE + HEADER_SIZE;
    }

    bool isCompression() const override { return true; }
    bool isGenericCompression() const override { return false; }

private:
    TypeIndex type_idx;
    Variant variant;
};


namespace ErrorCodes
{
    extern const int CANNOT_COMPRESS;
    extern const int CANNOT_DECOMPRESS;
    extern const int ILLEGAL_SYNTAX_FOR_CODEC_TYPE;
    extern const int ILLEGAL_CODEC_PARAMETER;
    extern const int LOGICAL_ERROR;
}

namespace
{

/// Fixed TypeIds that numbers would not be changed between versions.
enum class MagicNumber : uint8_t
{
    UInt8       = 1,
    UInt16      = 2,
    UInt32      = 3,
    UInt64      = 4,
    Int8        = 6,
    Int16       = 7,
    Int32       = 8,
    Int64       = 9,
    Date        = 13,
    DateTime    = 14,
    DateTime64  = 15,
    Enum8       = 17,
    Enum16      = 18,
    Decimal32   = 19,
    Decimal64   = 20,
};

MagicNumber serializeTypeId(TypeIndex type_id)
{
    switch (type_id)
    {
        case TypeIndex::UInt8:      return MagicNumber::UInt8;
        case TypeIndex::UInt16:     return MagicNumber::UInt16;
        case TypeIndex::UInt32:     return MagicNumber::UInt32;
        case TypeIndex::UInt64:     return MagicNumber::UInt64;
        case TypeIndex::Int8:       return MagicNumber::Int8;
        case TypeIndex::Int16:      return MagicNumber::Int16;
        case TypeIndex::Int32:      return MagicNumber::Int32;
        case TypeIndex::Int64:      return MagicNumber::Int64;
        case TypeIndex::Date:       return MagicNumber::Date;
        case TypeIndex::DateTime:   return MagicNumber::DateTime;
        case TypeIndex::DateTime64: return MagicNumber::DateTime64;
        case TypeIndex::Enum8:      return MagicNumber::Enum8;
        case TypeIndex::Enum16:     return MagicNumber::Enum16;
        case TypeIndex::Decimal32:  return MagicNumber::Decimal32;
        case TypeIndex::Decimal64:  return MagicNumber::Decimal64;
        default:
            break;
    }

    throw Exception("Type is not supported by T64 codec: " + toString(static_cast<UInt32>(type_id)), ErrorCodes::LOGICAL_ERROR);
}

TypeIndex deserializeTypeId(uint8_t serialized_type_id)
{
    MagicNumber magic = static_cast<MagicNumber>(serialized_type_id);
    switch (magic)
    {
        case MagicNumber::UInt8:        return TypeIndex::UInt8;
        case MagicNumber::UInt16:       return TypeIndex::UInt16;
        case MagicNumber::UInt32:       return TypeIndex::UInt32;
        case MagicNumber::UInt64:       return TypeIndex::UInt64;
        case MagicNumber::Int8:         return TypeIndex::Int8;
        case MagicNumber::Int16:        return TypeIndex::Int16;
        case MagicNumber::Int32:        return TypeIndex::Int32;
        case MagicNumber::Int64:        return TypeIndex::Int64;
        case MagicNumber::Date:         return TypeIndex::Date;
        case MagicNumber::DateTime:     return TypeIndex::DateTime;
        case MagicNumber::DateTime64:   return TypeIndex::DateTime64;
        case MagicNumber::Enum8:        return TypeIndex::Enum8;
        case MagicNumber::Enum16:       return TypeIndex::Enum16;
        case MagicNumber::Decimal32:    return TypeIndex::Decimal32;
        case MagicNumber::Decimal64:    return TypeIndex::Decimal64;
    }

    throw Exception("Bad magic number in T64 codec: " + toString(static_cast<UInt32>(serialized_type_id)), ErrorCodes::LOGICAL_ERROR);
}


UInt8 codecId()
{
    return static_cast<UInt8>(CompressionMethodByte::T64);
}

TypeIndex baseType(TypeIndex type_idx)
{
    switch (type_idx)
    {
        case TypeIndex::Int8:
            return TypeIndex::Int8;
        case TypeIndex::Int16:
            return TypeIndex::Int16;
        case TypeIndex::Int32:
        case TypeIndex::Decimal32:
            return TypeIndex::Int32;
        case TypeIndex::Int64:
        case TypeIndex::Decimal64:
        case TypeIndex::DateTime64:
            return TypeIndex::Int64;
        case TypeIndex::UInt8:
        case TypeIndex::Enum8:
            return TypeIndex::UInt8;
        case TypeIndex::UInt16:
        case TypeIndex::Enum16:
        case TypeIndex::Date:
            return TypeIndex::UInt16;
        case TypeIndex::UInt32:
        case TypeIndex::DateTime:
            return TypeIndex::UInt32;
        case TypeIndex::UInt64:
            return TypeIndex::UInt64;
        default:
            break;
    }

    return TypeIndex::Nothing;
}

TypeIndex typeIdx(const IDataType * data_type)
{
    if (!data_type)
        return TypeIndex::Nothing;

    WhichDataType which(*data_type);
    switch (which.idx)
    {
        case TypeIndex::Int8:
        case TypeIndex::UInt8:
        case TypeIndex::Enum8:
        case TypeIndex::Int16:
        case TypeIndex::UInt16:
        case TypeIndex::Enum16:
        case TypeIndex::Date:
        case TypeIndex::Int32:
        case TypeIndex::UInt32:
        case TypeIndex::DateTime:
        case TypeIndex::DateTime64:
        case TypeIndex::Decimal32:
        case TypeIndex::Int64:
        case TypeIndex::UInt64:
        case TypeIndex::Decimal64:
            return which.idx;
        default:
            break;
    }

    return TypeIndex::Nothing;
}

void transpose64x8(UInt64 * src_dst)
{
    const auto * src8 = reinterpret_cast<const UInt8 *>(src_dst);
    UInt64 dst[8] = {};

    for (UInt32 i = 0; i < 64; ++i)
    {
        UInt64 value = src8[i];
        dst[0] |= (value & 0x1) << i;
        dst[1] |= ((value >> 1) & 0x1) << i;
        dst[2] |= ((value >> 2) & 0x1) << i;
        dst[3] |= ((value >> 3) & 0x1) << i;
        dst[4] |= ((value >> 4) & 0x1) << i;
        dst[5] |= ((value >> 5) & 0x1) << i;
        dst[6] |= ((value >> 6) & 0x1) << i;
        dst[7] |= ((value >> 7) & 0x1) << i;
    }

    memcpy(src_dst, dst, 8 * sizeof(UInt64));
}

void reverseTranspose64x8(UInt64 * src_dst)
{
    UInt8 dst8[64];

    for (UInt32 i = 0; i < 64; ++i)
    {
        dst8[i] = ((src_dst[0] >> i) & 0x1)
            | (((src_dst[1] >> i) & 0x1) << 1)
            | (((src_dst[2] >> i) & 0x1) << 2)
            | (((src_dst[3] >> i) & 0x1) << 3)
            | (((src_dst[4] >> i) & 0x1) << 4)
            | (((src_dst[5] >> i) & 0x1) << 5)
            | (((src_dst[6] >> i) & 0x1) << 6)
            | (((src_dst[7] >> i) & 0x1) << 7);
    }

    memcpy(src_dst, dst8, 8 * sizeof(UInt64));
}

template <typename T>
void transposeBytes(T value, UInt64 * matrix, UInt32 col)
{
    UInt8 * matrix8 = reinterpret_cast<UInt8 *>(matrix);
    const UInt8 * value8 = reinterpret_cast<const UInt8 *>(&value);

    if constexpr (sizeof(T) > 4)
    {
        matrix8[64 * 7 + col] = value8[7];
        matrix8[64 * 6 + col] = value8[6];
        matrix8[64 * 5 + col] = value8[5];
        matrix8[64 * 4 + col] = value8[4];
    }

    if constexpr (sizeof(T) > 2)
    {
        matrix8[64 * 3 + col] = value8[3];
        matrix8[64 * 2 + col] = value8[2];
    }

    if constexpr (sizeof(T) > 1)
        matrix8[64 * 1 + col] = value8[1];

    matrix8[64 * 0 + col] = value8[0];
}

template <typename T>
void reverseTransposeBytes(const UInt64 * matrix, UInt32 col, T & value)
{
    const auto * matrix8 = reinterpret_cast<const UInt8 *>(matrix);

    if constexpr (sizeof(T) > 4)
    {
        value |= static_cast<UInt64>(matrix8[64 * 7 + col]) << (8 * 7);
        value |= static_cast<UInt64>(matrix8[64 * 6 + col]) << (8 * 6);
        value |= static_cast<UInt64>(matrix8[64 * 5 + col]) << (8 * 5);
        value |= static_cast<UInt64>(matrix8[64 * 4 + col]) << (8 * 4);
    }

    if constexpr (sizeof(T) > 2)
    {
        value |= static_cast<UInt32>(matrix8[64 * 3 + col]) << (8 * 3);
        value |= static_cast<UInt32>(matrix8[64 * 2 + col]) << (8 * 2);
    }

    if constexpr (sizeof(T) > 1)
        value |= static_cast<UInt32>(matrix8[64 * 1 + col]) << (8 * 1);

    value |= static_cast<UInt32>(matrix8[col]);
}


template <typename T>
void load(const char * src, T * buf, UInt32 tail = 64)
{
    if constexpr (std::endian::native == std::endian::little)
    {
        memcpy(buf, src, tail * sizeof(T));
    }
    else
    {
        /// Since the algorithm uses little-endian integers, data is loaded
        /// as little-endian types on big-endian machine (s390x, etc).
        for (UInt32 i = 0; i < tail; ++i)
        {
            buf[i] = unalignedLoadLE<T>(src + i * sizeof(T));
        }
    }
}

template <typename T>
void store(const T * buf, char * dst, UInt32 tail = 64)
{
    memcpy(dst, buf, tail * sizeof(T));
}

template <typename T>
void clear(T * buf)
{
    for (UInt32 i = 0; i < 64; ++i)
        buf[i] = 0;
}


/// UIntX[64] -> UInt64[N] transposed matrix, N <= X
template <typename T, bool full = false>
void transpose(const T * src, char * dst, UInt32 num_bits, UInt32 tail = 64)
{
    UInt32 full_bytes = num_bits / 8;
    UInt32 part_bits = num_bits % 8;

    UInt64 matrix[64] = {};
    for (UInt32 col = 0; col < tail; ++col)
        transposeBytes(src[col], matrix, col);

    if constexpr (full)
    {
        UInt64 * matrix_line = matrix;
        for (UInt32 byte = 0; byte < full_bytes; ++byte, matrix_line += 8)
            transpose64x8(matrix_line);
    }

    UInt32 full_size = sizeof(UInt64) * (num_bits - part_bits);
    memcpy(dst, matrix, full_size);
    dst += full_size;

    /// transpose only partially filled last byte
    if (part_bits)
    {
        UInt64 * matrix_line = &matrix[full_bytes * 8];
        transpose64x8(matrix_line);
        memcpy(dst, matrix_line, part_bits * sizeof(UInt64));
    }
}

/// UInt64[N] transposed matrix -> UIntX[64]
template <typename T, bool full = false>
void reverseTranspose(const char * src, T * buf, UInt32 num_bits, UInt32 tail = 64)
{
    UInt64 matrix[64] = {};
    memcpy(matrix, src, num_bits * sizeof(UInt64));

    UInt32 full_bytes = num_bits / 8;
    UInt32 part_bits = num_bits % 8;

    if constexpr (full)
    {
        UInt64 * matrix_line = matrix;
        for (UInt32 byte = 0; byte < full_bytes; ++byte, matrix_line += 8)
            reverseTranspose64x8(matrix_line);
    }

    if (part_bits)
    {
        UInt64 * matrix_line = &matrix[full_bytes * 8];
        reverseTranspose64x8(matrix_line);
    }

    clear(buf);
    for (UInt32 col = 0; col < tail; ++col)
        reverseTransposeBytes(matrix, col, buf[col]);
}

template <typename T, typename MinMaxT = std::conditional_t<is_signed_v<T>, Int64, UInt64>>
void restoreUpperBits(T * buf, T upper_min, T upper_max [[maybe_unused]], T sign_bit [[maybe_unused]], UInt32 tail = 64)
{
    if constexpr (is_signed_v<T>)
    {
        /// Restore some data as negatives and others as positives
        if (sign_bit)
        {
            for (UInt32 col = 0; col < tail; ++col)
            {
                T & value = buf[col];

                if (value & sign_bit)
                    value |= upper_min;
                else
                    value |= upper_max;
            }

            return;
        }
    }

    for (UInt32 col = 0; col < tail; ++col)
        buf[col] |= upper_min;
}


UInt32 getValuableBitsNumber(UInt64 min, UInt64 max)
{
    UInt64 diff_bits = min ^ max;
    if (diff_bits)
        return 64 - std::countl_zero(diff_bits);
    return 0;
}

UInt32 getValuableBitsNumber(Int64 min, Int64 max)
{
    if (min < 0 && max >= 0)
    {
        if (min + max >= 0)
            return getValuableBitsNumber(0ull, static_cast<UInt64>(max)) + 1;
        else
            return getValuableBitsNumber(0ull, static_cast<UInt64>(~min)) + 1;
    }
    else
        return getValuableBitsNumber(static_cast<UInt64>(min), static_cast<UInt64>(max));
}


template <typename T>
void findMinMax(const char * src, UInt32 src_size, T & min, T & max)
{
    min = unalignedLoad<T>(src);
    max = unalignedLoad<T>(src);

    const char * end = src + src_size;
    for (; src < end; src += sizeof(T))
    {
        auto current = unalignedLoad<T>(src);
        if (current < min)
            min = current;
        if (current > max)
            max = current;
    }
}


using Variant = CompressionCodecT64::Variant;

template <typename T, bool full>
UInt32 compressData(const char * src, UInt32 bytes_size, char * dst)
{
    using MinMaxType = std::conditional_t<is_signed_v<T>, Int64, UInt64>;

    static constexpr const UInt32 matrix_size = 64;
    static constexpr const UInt32 header_size = 2 * sizeof(UInt64);

    if (bytes_size % sizeof(T))
        throw Exception("Cannot compress, data size " + toString(bytes_size) + " is not multiplier of " + toString(sizeof(T)),
                        ErrorCodes::CANNOT_COMPRESS);

    UInt32 src_size = bytes_size / sizeof(T);
    UInt32 num_full = src_size / matrix_size;
    UInt32 tail = src_size % matrix_size;

    T min, max;
    findMinMax<T>(src, bytes_size, min, max);
    MinMaxType min64 = min; // NOLINT
    MinMaxType max64 = max; // NOLINT

    /// Write header
    {
        memcpy(dst, &min64, sizeof(MinMaxType));
        memcpy(dst + 8, &max64, sizeof(MinMaxType));
        dst += header_size;
    }

    UInt32 num_bits = getValuableBitsNumber(min64, max64);
    if (!num_bits)
        return header_size;

    T buf[matrix_size];
    UInt32 src_shift = sizeof(T) * matrix_size;
    UInt32 dst_shift = sizeof(UInt64) * num_bits;
    for (UInt32 i = 0; i < num_full; ++i)
    {
        load<T>(src, buf, matrix_size);
        transpose<T, full>(buf, dst, num_bits);
        src += src_shift;
        dst += dst_shift;
    }

    UInt32 dst_bytes = num_full * dst_shift;

    if (tail)
    {
        load<T>(src, buf, tail);
        transpose<T, full>(buf, dst, num_bits, tail);
        dst_bytes += dst_shift;
    }

    return header_size + dst_bytes;
}

template <typename T, bool full>
void decompressData(const char * src, UInt32 bytes_size, char * dst, UInt32 uncompressed_size)
{
    using MinMaxType = std::conditional_t<is_signed_v<T>, Int64, UInt64>;

    static constexpr const UInt32 matrix_size = 64;
    static constexpr const UInt32 header_size = 2 * sizeof(UInt64);

    if (bytes_size < header_size)
        throw Exception("Cannot decompress, data size " + toString(bytes_size) + " is less then T64 header",
                        ErrorCodes::CANNOT_DECOMPRESS);

    if (uncompressed_size % sizeof(T))
        throw Exception("Cannot decompress, unexpected uncompressed size " + toString(uncompressed_size),
                        ErrorCodes::CANNOT_DECOMPRESS);

    UInt64 num_elements = uncompressed_size / sizeof(T);
    MinMaxType min;
    MinMaxType max;

    /// Read header
    {
        memcpy(&min, src, sizeof(MinMaxType));
        memcpy(&max, src + 8, sizeof(MinMaxType));
        src += header_size;
        bytes_size -= header_size;
    }

    UInt32 num_bits = getValuableBitsNumber(min, max);
    if (!num_bits)
    {
        T min_value = static_cast<T>(min);
        for (UInt32 i = 0; i < num_elements; ++i, dst += sizeof(T))
            unalignedStore<T>(dst, min_value);
        return;
    }

    UInt32 src_shift = sizeof(UInt64) * num_bits;
    UInt32 dst_shift = sizeof(T) * matrix_size;

    if (!bytes_size || bytes_size % src_shift)
        throw Exception("Cannot decompress, data size " + toString(bytes_size) + " is not multiplier of " + toString(src_shift),
                        ErrorCodes::CANNOT_DECOMPRESS);

    UInt32 num_full = bytes_size / src_shift;
    UInt32 tail = num_elements % matrix_size;
    if (tail)
        --num_full;

    T upper_min = 0;
    T upper_max [[maybe_unused]] = 0;
    T sign_bit [[maybe_unused]] = 0;
    if (num_bits < 64)
        upper_min = static_cast<T>(static_cast<UInt64>(min) >> num_bits << num_bits);

    if constexpr (is_signed_v<T>)
    {
        if (min < 0 && max >= 0 && num_bits < 64)
        {
            sign_bit = static_cast<T>(1ull << (num_bits - 1));
            upper_max = static_cast<T>(static_cast<UInt64>(max) >> num_bits << num_bits);
        }
    }

    T buf[matrix_size];
    for (UInt32 i = 0; i < num_full; ++i)
    {
        reverseTranspose<T, full>(src, buf, num_bits);
        restoreUpperBits(buf, upper_min, upper_max, sign_bit);
        store<T>(buf, dst, matrix_size);
        src += src_shift;
        dst += dst_shift;
    }

    if (tail)
    {
        reverseTranspose<T, full>(src, buf, num_bits, tail);
        restoreUpperBits(buf, upper_min, upper_max, sign_bit, tail);
        store<T>(buf, dst, tail);
    }
}

template <typename T>
UInt32 compressData(const char * src, UInt32 src_size, char * dst, Variant variant)
{
    if (variant == Variant::Bit)
        return compressData<T, true>(src, src_size, dst);
    return compressData<T, false>(src, src_size, dst);
}

template <typename T>
void decompressData(const char * src, UInt32 src_size, char * dst, UInt32 uncompressed_size, Variant variant)
{
    if (variant == Variant::Bit)
        decompressData<T, true>(src, src_size, dst, uncompressed_size);
    else
        decompressData<T, false>(src, src_size, dst, uncompressed_size);
}

}


UInt32 CompressionCodecT64::doCompressData(const char * src, UInt32 src_size, char * dst) const
{
    UInt8 cookie = static_cast<UInt8>(serializeTypeId(type_idx)) | (static_cast<UInt8>(variant) << 7);
    memcpy(dst, &cookie, 1);
    dst += 1;

    switch (baseType(type_idx))
    {
        case TypeIndex::Int8:
            return 1 + compressData<Int8>(src, src_size, dst, variant);
        case TypeIndex::Int16:
            return 1 + compressData<Int16>(src, src_size, dst, variant);
        case TypeIndex::Int32:
            return 1 + compressData<Int32>(src, src_size, dst, variant);
        case TypeIndex::Int64:
            return 1 + compressData<Int64>(src, src_size, dst, variant);
        case TypeIndex::UInt8:
            return 1 + compressData<UInt8>(src, src_size, dst, variant);
        case TypeIndex::UInt16:
            return 1 + compressData<UInt16>(src, src_size, dst, variant);
        case TypeIndex::UInt32:
            return 1 + compressData<UInt32>(src, src_size, dst, variant);
        case TypeIndex::UInt64:
            return 1 + compressData<UInt64>(src, src_size, dst, variant);
        default:
            break;
    }

    throw Exception("Cannot compress with T64", ErrorCodes::CANNOT_COMPRESS);
}

void CompressionCodecT64::doDecompressData(const char * src, UInt32 src_size, char * dst, UInt32 uncompressed_size) const
{
    if (!src_size)
        throw Exception("Cannot decompress with T64", ErrorCodes::CANNOT_DECOMPRESS);

    UInt8 cookie = unalignedLoad<UInt8>(src);
    src += 1;
    src_size -= 1;

    auto saved_variant = static_cast<Variant>(cookie >> 7);
    TypeIndex saved_type_id = deserializeTypeId(cookie & 0x7F);

    switch (baseType(saved_type_id))
    {
        case TypeIndex::Int8:
            return decompressData<Int8>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::Int16:
            return decompressData<Int16>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::Int32:
            return decompressData<Int32>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::Int64:
            return decompressData<Int64>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::UInt8:
            return decompressData<UInt8>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::UInt16:
            return decompressData<UInt16>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::UInt32:
            return decompressData<UInt32>(src, src_size, dst, uncompressed_size, saved_variant);
        case TypeIndex::UInt64:
            return decompressData<UInt64>(src, src_size, dst, uncompressed_size, saved_variant);
        default:
            break;
    }

    throw Exception("Cannot decompress with T64", ErrorCodes::CANNOT_DECOMPRESS);
}

uint8_t CompressionCodecT64::getMethodByte() const
{
    return codecId();
}

CompressionCodecT64::CompressionCodecT64(TypeIndex type_idx_, Variant variant_)
    : type_idx(type_idx_)
    , variant(variant_)
{
    if (variant == Variant::Byte)
        setCodecDescription("T64");
    else
        setCodecDescription("T64", {std::make_shared<ASTLiteral>("bit")});
}

void CompressionCodecT64::updateHash(SipHash & hash) const
{
    getCodecDesc()->updateTreeHash(hash);
    hash.update(type_idx);
    hash.update(variant);
}

void registerCodecT64(CompressionCodecFactory & factory)
{
    auto reg_func = [&](const ASTPtr & arguments, const IDataType * type) -> CompressionCodecPtr
    {
        Variant variant = Variant::Byte;

        if (arguments && !arguments->children.empty())
        {
            if (arguments->children.size() > 1)
                throw Exception("T64 support zero or one parameter, given " + std::to_string(arguments->children.size()),
                                ErrorCodes::ILLEGAL_SYNTAX_FOR_CODEC_TYPE);

            const auto children = arguments->children;
            const auto * literal = children[0]->as<ASTLiteral>();
            if (!literal)
                throw Exception("Wrong modification for T64. Expected: 'bit', 'byte')",
                                ErrorCodes::ILLEGAL_CODEC_PARAMETER);
            String name = literal->value.safeGet<String>();

            if (name == "byte")
                variant = Variant::Byte;
            else if (name == "bit")
                variant = Variant::Bit;
            else
                throw Exception("Wrong modification for T64: " + name, ErrorCodes::ILLEGAL_CODEC_PARAMETER);
        }

        auto type_idx = typeIdx(type);
        if (type && type_idx == TypeIndex::Nothing)
            throw Exception("T64 codec is not supported for specified type " + type->getName(), ErrorCodes::ILLEGAL_SYNTAX_FOR_CODEC_TYPE);
        return std::make_shared<CompressionCodecT64>(type_idx, variant);
    };

    factory.registerCompressionCodecWithType("T64", codecId(), reg_func);
}
}