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AggregationCommon.h
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361 lines (319 loc) · 10.6 KB
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// Copyright 2023 PingCAP, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#pragma once
#include <Columns/ColumnFixedString.h>
#include <Columns/ColumnsNumber.h>
#include <Columns/IColumn.h>
#include <Common/Arena.h>
#include <Common/HashTable/Hash.h>
#include <Common/SipHash.h>
#include <array>
namespace DB
{
using Sizes = std::vector<size_t>;
/// When packing the values of nullable columns at a given row, we have to
/// store the fact that these values are nullable or not. This is achieved
/// by encoding this information as a bitmap. Let S be the size in bytes of
/// a packed values binary blob and T the number of bytes we may place into
/// this blob, the size that the bitmap shall occupy in the blob is equal to:
/// ceil(T/8). Thus we must have: S = T + ceil(T/8). Below we indicate for
/// each value of S, the corresponding value of T, and the bitmap size:
///
/// 32,28,4
/// 16,14,2
/// 8,7,1
/// 4,3,1
/// 2,1,1
///
namespace
{
template <typename T>
constexpr auto getBitmapSize()
{
return (sizeof(T) == 32) ? 4
: (sizeof(T) == 16) ? 2
: ((sizeof(T) == 8) ? 1 : ((sizeof(T) == 4) ? 1 : ((sizeof(T) == 2) ? 1 : 0)));
}
} // namespace
template <typename T>
using KeysNullMap = std::array<UInt8, getBitmapSize<T>()>;
/// Pack into a binary blob of type T a set of fixed-size keys. Granted that all the keys fit into the
/// binary blob, they are disposed in it consecutively.
template <typename T>
static inline T ALWAYS_INLINE
packFixed(size_t i, size_t keys_size, const ColumnRawPtrs & key_columns, const Sizes & key_sizes)
{
union
{
T key;
char bytes[sizeof(key)] = {};
};
size_t offset = 0;
for (size_t j = 0; j < keys_size; ++j)
{
switch (key_sizes[j])
{
case 1:
memcpy(bytes + offset, &static_cast<const ColumnUInt8 *>(key_columns[j])->getData()[i], 1);
offset += 1;
break;
case 2:
memcpy(bytes + offset, &static_cast<const ColumnUInt16 *>(key_columns[j])->getData()[i], 2);
offset += 2;
break;
case 4:
memcpy(bytes + offset, &static_cast<const ColumnUInt32 *>(key_columns[j])->getData()[i], 4);
offset += 4;
break;
case 8:
memcpy(bytes + offset, &static_cast<const ColumnUInt64 *>(key_columns[j])->getData()[i], 8);
offset += 8;
break;
default:
memcpy(
bytes + offset,
&static_cast<const ColumnFixedString *>(key_columns[j])->getChars()[i * key_sizes[j]],
key_sizes[j]);
offset += key_sizes[j];
}
}
return key;
}
/// Similar as above but supports nullable values.
template <typename T>
static inline T ALWAYS_INLINE packFixed(
size_t i,
size_t keys_size,
const ColumnRawPtrs & key_columns,
const Sizes & key_sizes,
const KeysNullMap<T> & bitmap)
{
union
{
T key;
char bytes[sizeof(key)] = {};
};
size_t offset = 0;
static constexpr auto bitmap_size = std::tuple_size<KeysNullMap<T>>::value;
static constexpr bool has_bitmap = bitmap_size > 0;
if (has_bitmap)
{
memcpy(bytes + offset, bitmap.data(), bitmap_size * sizeof(UInt8));
offset += bitmap_size;
}
for (size_t j = 0; j < keys_size; ++j)
{
bool is_null;
if (!has_bitmap)
is_null = false;
else
{
size_t bucket = j / 8;
size_t off = j % 8;
is_null = ((bitmap[bucket] >> off) & 1) == 1;
}
if (is_null)
continue;
switch (key_sizes[j])
{
case 1:
memcpy(bytes + offset, &static_cast<const ColumnUInt8 *>(key_columns[j])->getData()[i], 1);
offset += 1;
break;
case 2:
memcpy(bytes + offset, &static_cast<const ColumnUInt16 *>(key_columns[j])->getData()[i], 2);
offset += 2;
break;
case 4:
memcpy(bytes + offset, &static_cast<const ColumnUInt32 *>(key_columns[j])->getData()[i], 4);
offset += 4;
break;
case 8:
memcpy(bytes + offset, &static_cast<const ColumnUInt64 *>(key_columns[j])->getData()[i], 8);
offset += 8;
break;
default:
memcpy(
bytes + offset,
&static_cast<const ColumnFixedString *>(key_columns[j])->getChars()[i * key_sizes[j]],
key_sizes[j]);
offset += key_sizes[j];
}
}
return key;
}
/*
/// Hash a set of keys into a UInt128 value.
static inline UInt128 ALWAYS_INLINE hash128(
size_t i,
size_t keys_size,
const ColumnRawPtrs & key_columns,
StringRefs & keys,
const TiDB::TiDBCollators & collators,
std::vector<String> & sort_key_containers)
{
UInt128 key;
SipHash hash;
for (size_t j = 0; j < keys_size; ++j)
{
/// Hashes the key.
keys[j] = key_columns[j]->getDataAtWithTerminatingZero(i);
if (!collators.empty() && collators[j] != nullptr)
{
// todo check if need to handle the terminating zero
/// Note if collation is enabled, keys only exists before next call to hash128 since it
/// will be overwritten in the next call
keys[j] = collators[j]->sortKey(keys[j].data, keys[j].size - 1, sort_key_containers[j]);
}
hash.update(keys[j].data, keys[j].size);
}
hash.get128(key);
return key;
}
*/
/// Almost the same as above but it doesn't return any reference to key data.
static inline UInt128 ALWAYS_INLINE hash128(
size_t i,
size_t keys_size,
const ColumnRawPtrs & key_columns,
const TiDB::TiDBCollators & collators,
std::vector<std::string> & sort_key_containers)
{
UInt128 key{};
SipHash hash;
if (collators.empty())
{
for (size_t j = 0; j < keys_size; ++j)
key_columns[j]->updateHashWithValue(i, hash, nullptr, TiDB::dummy_sort_key_contaner);
}
else
{
for (size_t j = 0; j < keys_size; ++j)
key_columns[j]->updateHashWithValue(i, hash, collators[j], sort_key_containers[j]);
}
hash.get128(key);
return key;
}
/** Serialize keys into a continuous chunk of memory.
*/
static inline StringRef ALWAYS_INLINE serializeKeysToPoolContiguous(
size_t i,
size_t keys_size,
const ColumnRawPtrs & key_columns,
const TiDB::TiDBCollators & collators,
std::vector<String> & sort_key_containers,
Arena & pool)
{
const char * begin = nullptr;
size_t sum_size = 0;
if (!collators.empty())
{
for (size_t j = 0; j < keys_size; ++j)
sum_size
+= key_columns[j]->serializeValueIntoArena(i, pool, begin, collators[j], sort_key_containers[j]).size;
}
else
{
for (size_t j = 0; j < keys_size; ++j)
sum_size
+= key_columns[j]->serializeValueIntoArena(i, pool, begin, nullptr, TiDB::dummy_sort_key_contaner).size;
}
return {begin, sum_size};
}
/** Pack elements with shuffle instruction.
* See the explanation in ColumnsHashing.h
*/
#if defined(__SSSE3__) && !defined(MEMORY_SANITIZER)
template <typename T>
static T inline packFixedShuffle(
const char * __restrict * __restrict srcs,
size_t num_srcs,
const size_t * __restrict elem_sizes,
size_t idx,
const uint8_t * __restrict masks)
{
assert(num_srcs > 0);
__m128i res = _mm_shuffle_epi8(
_mm_loadu_si128(reinterpret_cast<const __m128i *>(srcs[0] + elem_sizes[0] * idx)),
_mm_loadu_si128(reinterpret_cast<const __m128i *>(masks)));
for (size_t i = 1; i < num_srcs; ++i)
{
res = _mm_xor_si128(
res,
_mm_shuffle_epi8(
_mm_loadu_si128(reinterpret_cast<const __m128i *>(srcs[i] + elem_sizes[i] * idx)),
_mm_loadu_si128(reinterpret_cast<const __m128i *>(&masks[i * sizeof(T)]))));
}
T out;
__builtin_memcpy(&out, &res, sizeof(T));
return out;
}
#endif
template <typename T, size_t step>
void fillFixedBatch(size_t num_rows, const T * source, T * dest)
{
for (size_t i = 0; i < num_rows; ++i)
{
*dest = *source;
++source;
dest += step;
}
}
/// Move keys of size T into binary blob, starting from offset.
/// It is assumed that offset is aligned to sizeof(T).
/// Example: sizeof(key) = 16, sizeof(T) = 4, offset = 8
/// out[0] : [--------****----]
/// out[1] : [--------****----]
/// ...
template <typename T, typename Key>
void fillFixedBatch(
size_t keys_size,
const ColumnRawPtrs & key_columns,
const Sizes & key_sizes,
PaddedPODArray<Key> & out,
size_t & offset)
{
for (size_t i = 0; i < keys_size; ++i)
{
if (key_sizes[i] == sizeof(T))
{
const auto * column = key_columns[i];
size_t num_rows = column->size();
out.resize_fill(num_rows);
/// Note: here we violate strict aliasing.
/// It should be ok as log as we do not reffer to any value from `out` before filling.
const char * source = static_cast<const ColumnVectorHelper *>(column)->getRawDataBegin<sizeof(T)>();
T * dest = reinterpret_cast<T *>(reinterpret_cast<char *>(out.data()) + offset);
fillFixedBatch<T, sizeof(Key) / sizeof(T)>(num_rows, reinterpret_cast<const T *>(source), dest);
offset += sizeof(T);
}
}
}
/// Pack into a binary blob of type T a set of fixed-size keys. Granted that all the keys fit into the
/// binary blob. Keys are placed starting from the longest one.
template <typename T>
void packFixedBatch(
size_t keys_size,
const ColumnRawPtrs & key_columns,
const Sizes & key_sizes,
PaddedPODArray<T> & out)
{
size_t offset = 0;
fillFixedBatch<UInt128>(keys_size, key_columns, key_sizes, out, offset);
fillFixedBatch<UInt64>(keys_size, key_columns, key_sizes, out, offset);
fillFixedBatch<UInt32>(keys_size, key_columns, key_sizes, out, offset);
fillFixedBatch<UInt16>(keys_size, key_columns, key_sizes, out, offset);
fillFixedBatch<UInt8>(keys_size, key_columns, key_sizes, out, offset);
}
} // namespace DB