thevar1able/ClickHouse
1
0
Fork 0
mirror of https://github.com/ClickHouse/ClickHouse.git synced 2024-11-21 15:12:02 +00:00
Code Issues Packages Projects Releases Wiki Activity

support more hash functions for tuples

Browse Source
This commit is contained in:
CurtizJ 2018-10-23 20:43:09 +03:00
parent 4bf54337b9
commit e3dea84265
5 changed files with 161 additions and 188 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

299
dbms/src/Functions/FunctionsHashing.h
View File

@ -54,8 +54,10 @@ namespace ErrorCodes
* Fast non-cryptographic hash function for strings:
* cityHash64: String -> UInt64
*
* A non-cryptographic hash from a tuple of values of any types (uses cityHash64 for strings and intHash64 for numbers):
* A non-cryptographic hashes from a tuple of values of any types (uses respective function for strings and intHash64 for numbers):
* cityHash64: any* -> UInt64
* sipHash64: any* -> UInt64
* halfMD5: any* -> UInt64
*
* Fast non-cryptographic hash function from any integer:
* intHash32: number -> UInt32
@ -63,8 +65,31 @@ namespace ErrorCodes
*
*/
struct IntHash32Impl
{
using ReturnType = UInt32;
static UInt32 apply(UInt64 x)
{
/// seed is taken from /dev/urandom. It allows you to avoid undesirable dependencies with hashes in different data structures.
return intHash32<0x75D9543DE018BF45ULL>(x);
}
};
struct IntHash64Impl
{
using ReturnType = UInt64;
static UInt64 apply(UInt64 x)
{
return intHash64(x ^ 0x4CF2D2BAAE6DA887ULL);
}
};
struct HalfMD5Impl
{
static constexpr auto name = "halfMD5";
using ReturnType = UInt64;
static UInt64 apply(const char * begin, size_t size)
@ -82,6 +107,11 @@ struct HalfMD5Impl
return Poco::ByteOrder::flipBytes(buf.uint64_data); /// Compatibility with existing code.
}
static UInt64 mergeHashes(UInt64 h1, UInt64 h2)
{
return IntHash64Impl::apply(h1) ^ h2;
}
};
struct MD5Impl
@ -142,12 +172,18 @@ struct SHA256Impl
struct SipHash64Impl
{
static constexpr auto name = "sipHash64";
using ReturnType = UInt64;
static UInt64 apply(const char * begin, size_t size)
{
return sipHash64(begin, size);
}
static UInt64 mergeHashes(UInt64 h1, UInt64 h2){
return IntHash64Impl::apply(h1) ^ h2;
}
};
@ -162,27 +198,6 @@ struct SipHash128Impl
}
};
struct IntHash32Impl
{
using ReturnType = UInt32;
static UInt32 apply(UInt64 x)
{
/// seed is taken from /dev/urandom. It allows you to avoid undesirable dependencies with hashes in different data structures.
return intHash32<0x75D9543DE018BF45ULL>(x);
}
};
struct IntHash64Impl
{
using ReturnType = UInt64;
static UInt64 apply(UInt64 x)
{
return intHash64(x ^ 0x4CF2D2BAAE6DA887ULL);
}
};
template <typename Impl>
class FunctionStringHashFixedString : public IFunction
@ -322,19 +337,18 @@ public:
};
/** We use hash functions called CityHash, FarmHash, MetroHash.
* In this regard, this template is named with the words `NeighborhoodHash`.
*/
template <typename Impl>
class FunctionNeighbourhoodHash64 : public IFunction
class FunctionAnyHash : public IFunction
{
public:
static constexpr auto name = Impl::name;
static FunctionPtr create(const Context &) { return std::make_shared<FunctionNeighbourhoodHash64>(); }
static FunctionPtr create(const Context &) { return std::make_shared<FunctionAnyHash>(); }
private:
using ToType = typename Impl::ReturnType;
template <typename FromType, bool first>
void executeIntType(const IColumn * column, ColumnUInt64::Container & vec_to)
void executeIntType(const IColumn * column, typename ColumnVector<ToType>::Container & vec_to)
{
if (const ColumnVector<FromType> * col_from = checkAndGetColumn<ColumnVector<FromType>>(column))
{
@ -342,16 +356,26 @@ private:
size_t size = vec_from.size();
for (size_t i = 0; i < size; ++i)
{
UInt64 h = IntHash64Impl::apply(ext::bit_cast<UInt64>(vec_from[i]));
ToType h;
if constexpr (std::is_same_v<ToType, UInt64>)
h = IntHash64Impl::apply(ext::bit_cast<UInt64>(vec_from[i]));
else
h = IntHash32Impl::apply(ext::bit_cast<UInt32>(vec_from[i]));
if (first)
vec_to[i] = h;
else
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], h));
vec_to[i] = Impl::mergeHashes(vec_to[i], h);
}
}
else if (auto col_from = checkAndGetColumnConst<ColumnVector<FromType>>(column))
{
const UInt64 hash = IntHash64Impl::apply(ext::bit_cast<UInt64>(col_from->template getValue<FromType>()));
auto value = col_from->template getValue<FromType>();
ToType hash;
if constexpr (std::is_same_v<ToType, UInt64>)
hash = IntHash64Impl::apply(ext::bit_cast<UInt64>(value));
else
hash = IntHash32Impl::apply(ext::bit_cast<UInt32>(value));
size_t size = vec_to.size();
if (first)
{
@ -360,7 +384,7 @@ private:
else
{
for (size_t i = 0; i < size; ++i)
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], hash));
vec_to[i] = Impl::mergeHashes(vec_to[i], hash);
}
}
else
@ -370,7 +394,7 @@ private:
}
template <bool first>
void executeString(const IColumn * column, ColumnUInt64::Container & vec_to)
void executeString(const IColumn * column, typename ColumnVector<ToType>::Container & vec_to)
{
if (const ColumnString * col_from = checkAndGetColumn<ColumnString>(column))
{
@ -381,14 +405,14 @@ private:
ColumnString::Offset current_offset = 0;
for (size_t i = 0; i < size; ++i)
{
const UInt64 h = Impl::Hash64(
const ToType h = Impl::apply(
reinterpret_cast<const char *>(&data[current_offset]),
offsets[i] - current_offset - 1);
if (first)
vec_to[i] = h;
else
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], h));
vec_to[i] = Impl::mergeHashes(vec_to[i], h);
current_offset = offsets[i];
}
@ -401,17 +425,17 @@ private:
for (size_t i = 0; i < size; ++i)
{
const UInt64 h = Impl::Hash64(reinterpret_cast<const char *>(&data[i * n]), n);
const ToType h = Impl::apply(reinterpret_cast<const char *>(&data[i * n]), n);
if (first)
vec_to[i] = h;
else
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], h));
vec_to[i] = Impl::mergeHashes(vec_to[i], h);
}
}
else if (const ColumnConst * col_from = checkAndGetColumnConstStringOrFixedString(column))
{
String value = col_from->getValue<String>().data();
const UInt64 hash = Impl::Hash64(value.data(), value.size());
const ToType hash = Impl::apply(value.data(), value.size());
const size_t size = vec_to.size();
if (first)
@ -422,7 +446,7 @@ private:
{
for (size_t i = 0; i < size; ++i)
{
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], hash));
vec_to[i] = Impl::mergeHashes(vec_to[i], hash);
}
}
}
@ -433,7 +457,7 @@ private:
}
template <bool first>
void executeArray(const IDataType * type, const IColumn * column, ColumnUInt64::Container & vec_to)
void executeArray(const IDataType * type, const IColumn * column, typename ColumnVector<ToType>::Container & vec_to)
{
const IDataType * nested_type = typeid_cast<const DataTypeArray *>(type)->getNestedType().get();
@ -443,7 +467,7 @@ private:
const ColumnArray::Offsets & offsets = col_from->getOffsets();
const size_t nested_size = nested_column->size();
ColumnUInt64::Container vec_temp(nested_size);
typename ColumnVector<ToType>::Container vec_temp(nested_size);
executeAny<true>(nested_type, nested_column, vec_temp);
const size_t size = offsets.size();
@ -453,14 +477,19 @@ private:
{
ColumnArray::Offset next_offset = offsets[i];
UInt64 h = IntHash64Impl::apply(next_offset - current_offset);
ToType h;
if constexpr (std::is_same_v<ToType, UInt64>)
h = IntHash64Impl::apply(next_offset - current_offset);
else
h = IntHash32Impl::apply(next_offset - current_offset);
if (first)
vec_to[i] = h;
else
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], h));
vec_to[i] = Impl::mergeHashes(vec_to[i], h);
for (size_t j = current_offset; j < next_offset; ++j)
vec_to[i] = Impl::Hash128to64(typename Impl::uint128_t(vec_to[i], vec_temp[j]));
vec_to[i] = Impl::mergeHashes(vec_to[i], vec_temp[j]);
current_offset = offsets[i];
}
@ -478,7 +507,7 @@ private:
}
template <bool first>
void executeAny(const IDataType * from_type, const IColumn * icolumn, ColumnUInt64::Container & vec_to)
void executeAny(const IDataType * from_type, const IColumn * icolumn, typename ColumnVector<ToType>::Container & vec_to)
{
WhichDataType which(from_type);
@ -504,7 +533,7 @@ private:
ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
}
void executeForArgument(const IDataType * type, const IColumn * column, ColumnUInt64::Container & vec_to, bool & is_first)
void executeForArgument(const IDataType * type, const IColumn * column, typename ColumnVector<ToType>::Container & vec_to, bool & is_first)
{
/// Flattening of tuples.
if (const ColumnTuple * tuple = typeid_cast<const ColumnTuple *>(column))
@ -549,20 +578,20 @@ public:
DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments*/) const override
{
return std::make_shared<DataTypeUInt64>();
return std::make_shared<DataTypeNumber<ToType>>();
}
void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override
{
size_t rows = input_rows_count;
auto col_to = ColumnUInt64::create(rows);
auto col_to = ColumnVector<ToType>::create(rows);
ColumnUInt64::Container & vec_to = col_to->getData();
typename ColumnVector<ToType>::Container & vec_to = col_to->getData();
if (arguments.empty())
{
/// Constant random number from /dev/urandom is used as a hash value of empty list of arguments.
vec_to.assign(rows, static_cast<UInt64>(0xe28dbde7fe22e41c));
vec_to.assign(rows, static_cast<ToType>(0xe28dbde7fe22e41c));
}
/// The function supports arbitrary number of arguments of arbitrary types.
@ -579,110 +608,6 @@ public:
};
template <typename Impl, typename Name>
class FunctionStringHash : public IFunction
{
public:
static constexpr auto name = Name::name;
static FunctionPtr create(const Context &) { return std::make_shared<FunctionStringHash>(); }
String getName() const override { return name; }
bool isVariadic() const override { return false; }
size_t getNumberOfArguments() const override { return 1; }
DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments */) const override
{ return std::make_shared<DataTypeNumber<ToType>>(); }
bool useDefaultImplementationForConstants() const override { return true; }
void executeImpl(Block & block, const ColumnNumbers & arguments, size_t result, size_t input_rows_count) override
{
auto col_to = ColumnVector<ToType>::create(input_rows_count);
typename ColumnVector<ToType>::Container & vec_to = col_to->getData();
const ColumnWithTypeAndName & col = block.getByPosition(arguments[0]);
const IDataType * from_type = col.type.get();
const IColumn * icolumn = col.column.get();
WhichDataType which(from_type);
if (which.isUInt8()) executeIntType<UInt8>(icolumn, vec_to);
else if (which.isUInt16()) executeIntType<UInt16>(icolumn, vec_to);
else if (which.isUInt32()) executeIntType<UInt32>(icolumn, vec_to);
else if (which.isUInt64()) executeIntType<UInt64>(icolumn, vec_to);
else if (which.isInt8()) executeIntType<Int8>(icolumn, vec_to);
else if (which.isInt16()) executeIntType<Int16>(icolumn, vec_to);
else if (which.isInt32()) executeIntType<Int32>(icolumn, vec_to);
else if (which.isInt64()) executeIntType<Int64>(icolumn, vec_to);
else if (which.isEnum8()) executeIntType<Int8>(icolumn, vec_to);
else if (which.isEnum16()) executeIntType<Int16>(icolumn, vec_to);
else if (which.isDate()) executeIntType<UInt16>(icolumn, vec_to);
else if (which.isDateTime()) executeIntType<UInt32>(icolumn, vec_to);
else if (which.isFloat32()) executeIntType<Float32>(icolumn, vec_to);
else if (which.isFloat64()) executeIntType<Float64>(icolumn, vec_to);
else if (which.isStringOrFixedString()) executeString(icolumn, vec_to);
else
throw Exception("Unexpected type " + from_type->getName() + " of argument of function " + getName(),
ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
block.getByPosition(result).column = std::move(col_to);
}
private:
using ToType = typename Impl::ReturnType;
template <typename FromType>
void executeIntType(const IColumn * column, typename ColumnVector<ToType>::Container & vec_to)
{
if (const ColumnVector<FromType> * col_from = checkAndGetColumn<ColumnVector<FromType>>(column))
{
const typename ColumnVector<FromType>::Container & vec_from = col_from->getData();
size_t size = vec_from.size();
for (size_t i = 0; i < size; ++i)
{
vec_to[i] = Impl::apply(reinterpret_cast<const char *>(&vec_from[i]), sizeof(FromType));
}
}
else
throw Exception("Illegal column " + column->getName()
+ " of argument of function " + getName(),
ErrorCodes::ILLEGAL_COLUMN);
}
void executeString(const IColumn * column, typename ColumnVector<ToType>::Container & vec_to)
{
if (const ColumnString * col_from = checkAndGetColumn<ColumnString>(column))
{
const typename ColumnString::Chars_t & data = col_from->getChars();
const typename ColumnString::Offsets & offsets = col_from->getOffsets();
size_t size = offsets.size();
ColumnString::Offset current_offset = 0;
for (size_t i = 0; i < size; ++i)
{
vec_to[i] = Impl::apply(
reinterpret_cast<const char *>(&data[current_offset]),
offsets[i] - current_offset - 1);
current_offset = offsets[i];
}
}
else if (const ColumnFixedString * col_from = checkAndGetColumn<ColumnFixedString>(column))
{
const typename ColumnString::Chars_t & data = col_from->getChars();
size_t n = col_from->getN();
size_t size = data.size() / n;
for (size_t i = 0; i < size; ++i)
vec_to[i] = Impl::apply(reinterpret_cast<const char *>(&data[i * n]), n);
}
else
throw Exception("Illegal column " + column->getName()
+ " of first argument of function " + getName(),
ErrorCodes::ILLEGAL_COLUMN);
}
};
/** Why we need MurmurHash2?
* MurmurHash2 is an outdated hash function, superseded by MurmurHash3 and subsequently by CityHash, xxHash, HighwayHash.
* Usually there is no reason to use MurmurHash.
@ -692,26 +617,41 @@ private:
*/
struct MurmurHash2Impl32
{
static constexpr auto name = "murmurHash2_32";
using ReturnType = UInt32;
static UInt32 apply(const char * data, const size_t size)
{
return MurmurHash2(data, size, 0);
}
static UInt32 mergeHashes(UInt32 h1, UInt32 h2)
{
return IntHash32Impl::apply(h1) ^ h2;
}
};
struct MurmurHash2Impl64
{
static constexpr auto name = "murmurHash2_64";
using ReturnType = UInt64;
static UInt64 apply(const char * data, const size_t size)
{
return MurmurHash64A(data, size, 0);
}
static UInt64 mergeHashes(UInt64 h1, UInt64 h2){
return IntHash64Impl::apply(h1) ^ h2;
}
};
struct MurmurHash3Impl32
{
static constexpr auto name = "murmurHash3_32";
using ReturnType = UInt32;
static UInt32 apply(const char * data, const size_t size)
@ -724,10 +664,16 @@ struct MurmurHash3Impl32
MurmurHash3_x86_32(data, size, 0, bytes);
return h;
}
static UInt32 mergeHashes(UInt32 h1, UInt32 h2)
{
return IntHash32Impl::apply(h1) ^ h2;
}
};
struct MurmurHash3Impl64
{
static constexpr auto name = "murmurHash3_64";
using ReturnType = UInt64;
static UInt64 apply(const char * data, const size_t size)
@ -740,6 +686,11 @@ struct MurmurHash3Impl64
MurmurHash3_x64_128(data, size, 0, bytes);
return h[0] ^ h[1];
}
static UInt64 mergeHashes(UInt64 h1, UInt64 h2)
{
return IntHash64Impl::apply(h1) ^ h2;
}
};
struct MurmurHash3Impl128
@ -943,43 +894,39 @@ private:
};
struct NameHalfMD5 { static constexpr auto name = "halfMD5"; };
struct NameSipHash64 { static constexpr auto name = "sipHash64"; };
struct NameIntHash32 { static constexpr auto name = "intHash32"; };
struct NameIntHash64 { static constexpr auto name = "intHash64"; };
struct NameMurmurHash2_32 { static constexpr auto name = "murmurHash2_32"; };
struct NameMurmurHash2_64 { static constexpr auto name = "murmurHash2_64"; };
struct NameMurmurHash3_32 { static constexpr auto name = "murmurHash3_32"; };
struct NameMurmurHash3_64 { static constexpr auto name = "murmurHash3_64"; };
struct NameMurmurHash3_128 { static constexpr auto name = "murmurHash3_128"; };
struct ImplCityHash64
{
static constexpr auto name = "cityHash64";
using ReturnType = UInt64;
using uint128_t = CityHash_v1_0_2::uint128;
static auto Hash128to64(const uint128_t & x) { return CityHash_v1_0_2::Hash128to64(x); }
static auto Hash64(const char * s, const size_t len) { return CityHash_v1_0_2::CityHash64(s, len); }
static auto mergeHashes(UInt64 h1, UInt64 h2) { return CityHash_v1_0_2::Hash128to64(uint128_t(h1, h2)); }
static auto apply(const char * s, const size_t len) { return CityHash_v1_0_2::CityHash64(s, len); }
};
// see farmhash.h for definition of NAMESPACE_FOR_HASH_FUNCTIONS
struct ImplFarmHash64
{
static constexpr auto name = "farmHash64";
using ReturnType = UInt64;
using uint128_t = NAMESPACE_FOR_HASH_FUNCTIONS::uint128_t;
static auto Hash128to64(const uint128_t & x) { return NAMESPACE_FOR_HASH_FUNCTIONS::Hash128to64(x); }
static auto Hash64(const char * s, const size_t len) { return NAMESPACE_FOR_HASH_FUNCTIONS::Hash64(s, len); }
static auto mergeHashes(UInt64 h1, UInt64 h2) { return NAMESPACE_FOR_HASH_FUNCTIONS::Hash128to64(uint128_t(h1, h2)); }
static auto apply(const char * s, const size_t len) { return NAMESPACE_FOR_HASH_FUNCTIONS::Hash64(s, len); }
};
struct ImplMetroHash64
{
static constexpr auto name = "metroHash64";
using ReturnType = UInt64;
using uint128_t = CityHash_v1_0_2::uint128;
static auto Hash128to64(const uint128_t & x) { return CityHash_v1_0_2::Hash128to64(x); }
static auto Hash64(const char * s, const size_t len)
static auto mergeHashes(UInt64 h1, UInt64 h2) { return CityHash_v1_0_2::Hash128to64(uint128_t(h1, h2)); }
static auto apply(const char * s, const size_t len)
{
union
{
@ -993,8 +940,8 @@ struct ImplMetroHash64
}
};
using FunctionHalfMD5 = FunctionStringHash<HalfMD5Impl, NameHalfMD5>;
using FunctionSipHash64 = FunctionStringHash<SipHash64Impl, NameSipHash64>;
using FunctionHalfMD5 = FunctionAnyHash<HalfMD5Impl>;
using FunctionSipHash64 = FunctionAnyHash<SipHash64Impl>;
using FunctionIntHash32 = FunctionIntHash<IntHash32Impl, NameIntHash32>;
using FunctionIntHash64 = FunctionIntHash<IntHash64Impl, NameIntHash64>;
using FunctionMD5 = FunctionStringHashFixedString<MD5Impl>;
@ -1002,12 +949,12 @@ using FunctionSHA1 = FunctionStringHashFixedString<SHA1Impl>;
using FunctionSHA224 = FunctionStringHashFixedString<SHA224Impl>;
using FunctionSHA256 = FunctionStringHashFixedString<SHA256Impl>;
using FunctionSipHash128 = FunctionStringHashFixedString<SipHash128Impl>;
using FunctionCityHash64 = FunctionNeighbourhoodHash64<ImplCityHash64>;
using FunctionFarmHash64 = FunctionNeighbourhoodHash64<ImplFarmHash64>;
using FunctionMetroHash64 = FunctionNeighbourhoodHash64<ImplMetroHash64>;
using FunctionMurmurHash2_32 = FunctionStringHash<MurmurHash2Impl32, NameMurmurHash2_32>;
using FunctionMurmurHash2_64 = FunctionStringHash<MurmurHash2Impl64, NameMurmurHash2_64>;
using FunctionMurmurHash3_32 = FunctionStringHash<MurmurHash3Impl32, NameMurmurHash3_32>;
using FunctionMurmurHash3_64 = FunctionStringHash<MurmurHash3Impl64, NameMurmurHash3_64>;
using FunctionCityHash64 = FunctionAnyHash<ImplCityHash64>;
using FunctionFarmHash64 = FunctionAnyHash<ImplFarmHash64>;
using FunctionMetroHash64 = FunctionAnyHash<ImplMetroHash64>;
using FunctionMurmurHash2_32 = FunctionAnyHash<MurmurHash2Impl32>;
using FunctionMurmurHash2_64 = FunctionAnyHash<MurmurHash2Impl64>;
using FunctionMurmurHash3_32 = FunctionAnyHash<MurmurHash3Impl32>;
using FunctionMurmurHash3_64 = FunctionAnyHash<MurmurHash3Impl64>;
using FunctionMurmurHash3_128 = FunctionStringHashFixedString<MurmurHash3Impl128>;
}

22
dbms/tests/queries/0_stateless/00678_murmurhash.reference
View File

@ -1,26 +1,26 @@
623211862
3533626746
2388617433
2708309598
3012058918
1298551497
864444010
367840556
2414502773
670491991
1343103100
0
0
0
0
0
0
0
1
1343103100
1996614413
kek
1
14834356025302342401
12725806677685968135
12725806677685968135
10577349846663553072
4138058784
3831157163
3831157163
1343103100
11303473983767132390
956517343494314387
956517343494314387
10577349846663553072
6145F501578671E2877DBA2BE487AF7E
16FE7483905CCE7A85670E43E4678877

1
dbms/tests/queries/0_stateless/00678_murmurhash.sql
View File

@ -13,7 +13,6 @@ SELECT murmurHash2_32('\x03\0\0');
SELECT murmurHash2_32(1);
SELECT murmurHash2_32(toUInt16(2));
SELECT murmurHash2_32(2) = bitXor(toUInt32(0x5bd1e995 * bitXor(toUInt32(3 * 0x5bd1e995) AS a, bitShiftRight(a, 13))) AS b, bitShiftRight(b, 15));
SELECT murmurHash2_32('\x02') = bitXor(toUInt32(0x5bd1e995 * bitXor(toUInt32(3 * 0x5bd1e995) AS a, bitShiftRight(a, 13))) AS b, bitShiftRight(b, 15));
SELECT murmurHash2_64('foo');

12
dbms/tests/queries/0_stateless/00746_hashing_tuples.reference Normal file
View File

@ -0,0 +1,12 @@
6847376565456338547
15499510486101262177
3822366986039497337
617416965
3293554683
15433379
6847376565456338547
15499510486101262177
3137889964064254064
6847376565456338547
15499510486101262177
6284898493105666575

15
dbms/tests/queries/0_stateless/00746_hashing_tuples.sql Normal file
View File

@ -0,0 +1,15 @@
SELECT sipHash64(1, 2, 3);
SELECT sipHash64(1, 3, 2);
SELECT sipHash64('a', [1, 2, 3], 4);
SELECT murmurHash2_32(1, 2, 3);
SELECT murmurHash2_32(1, 3, 2);
SELECT murmurHash2_32('a', [1, 2, 3], 4);
SELECT murmurHash2_64(1, 2, 3);
SELECT murmurHash2_64(1, 3, 2);
SELECT murmurHash2_64('a', [1, 2, 3], 4);
SELECT murmurHash3_64(1, 2, 3);
SELECT murmurHash3_64(1, 3, 2);
SELECT murmurHash3_64('a', [1, 2, 3], 4);