Files
doris/be/src/vec/columns/column_string.cpp
HappenLee e1d7233e9c [feature](vectorization) Support Vectorized Exec Engine In Doris (#7785)
# Proposed changes

Issue Number: close #6238

    Co-authored-by: HappenLee <happenlee@hotmail.com>
    Co-authored-by: stdpain <34912776+stdpain@users.noreply.github.com>
    Co-authored-by: Zhengguo Yang <yangzhgg@gmail.com>
    Co-authored-by: wangbo <506340561@qq.com>
    Co-authored-by: emmymiao87 <522274284@qq.com>
    Co-authored-by: Pxl <952130278@qq.com>
    Co-authored-by: zhangstar333 <87313068+zhangstar333@users.noreply.github.com>
    Co-authored-by: thinker <zchw100@qq.com>
    Co-authored-by: Zeno Yang <1521564989@qq.com>
    Co-authored-by: Wang Shuo <wangshuo128@gmail.com>
    Co-authored-by: zhoubintao <35688959+zbtzbtzbt@users.noreply.github.com>
    Co-authored-by: Gabriel <gabrielleebuaa@gmail.com>
    Co-authored-by: xinghuayu007 <1450306854@qq.com>
    Co-authored-by: weizuo93 <weizuo@apache.org>
    Co-authored-by: yiguolei <guoleiyi@tencent.com>
    Co-authored-by: anneji-dev <85534151+anneji-dev@users.noreply.github.com>
    Co-authored-by: awakeljw <993007281@qq.com>
    Co-authored-by: taberylyang <95272637+taberylyang@users.noreply.github.com>
    Co-authored-by: Cui Kaifeng <48012748+azurenake@users.noreply.github.com>


## Problem Summary:

### 1. Some code from clickhouse

**ClickHouse is an excellent implementation of the vectorized execution engine database,
so here we have referenced and learned a lot from its excellent implementation in terms of
data structure and function implementation.
We are based on ClickHouse v19.16.2.2 and would like to thank the ClickHouse community and developers.**

The following comment has been added to the code from Clickhouse, eg:
// This file is copied from
// https://github.com/ClickHouse/ClickHouse/blob/master/src/Interpreters/AggregationCommon.h
// and modified by Doris

### 2. Support exec node and query:
* vaggregation_node
* vanalytic_eval_node
* vassert_num_rows_node
* vblocking_join_node
* vcross_join_node
* vempty_set_node
* ves_http_scan_node
* vexcept_node
* vexchange_node
* vintersect_node
* vmysql_scan_node
* vodbc_scan_node
* volap_scan_node
* vrepeat_node
* vschema_scan_node
* vselect_node
* vset_operation_node
* vsort_node
* vunion_node
* vhash_join_node

You can run exec engine of SSB/TPCH and 70% TPCDS stand query test set.

### 3. Data Model

Vec Exec Engine Support **Dup/Agg/Unq** table, Support Block Reader Vectorized.
Segment Vec is working in process.

### 4. How to use

1. Set the environment variable `set enable_vectorized_engine = true; `(required)
2. Set the environment variable `set batch_size = 4096; ` (recommended)

### 5. Some diff from origin exec engine

https://github.com/doris-vectorized/doris-vectorized/issues/294

## Checklist(Required)

1. Does it affect the original behavior: (No)
2. Has unit tests been added: (Yes)
3. Has document been added or modified: (No)
4. Does it need to update dependencies: (No)
5. Are there any changes that cannot be rolled back: (Yes)
2022-01-18 10:07:15 +08:00

382 lines
12 KiB
C++

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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.
// This file is copied from
// https://github.com/ClickHouse/ClickHouse/blob/master/src/Columns/ColumnString.cpp
// and modified by Doris
#include "vec/columns/column_string.h"
#include "vec/columns/collator.h"
#include "vec/columns/columns_common.h"
#include "vec/common/arena.h"
#include "vec/common/assert_cast.h"
#include "vec/common/memcmp_small.h"
#include "vec/common/unaligned.h"
namespace doris::vectorized {
MutableColumnPtr ColumnString::clone_resized(size_t to_size) const {
auto res = ColumnString::create();
if (to_size == 0) return res;
size_t from_size = size();
if (to_size <= from_size) {
/// Just cut column.
res->offsets.assign(offsets.begin(), offsets.begin() + to_size);
res->chars.assign(chars.begin(), chars.begin() + offsets[to_size - 1]);
} else {
/// Copy column and append empty strings for extra elements.
Offset offset = 0;
if (from_size > 0) {
res->offsets.assign(offsets.begin(), offsets.end());
res->chars.assign(chars.begin(), chars.end());
offset = offsets.back();
}
/// Empty strings are just zero terminating bytes.
res->chars.resize_fill(res->chars.size() + to_size - from_size);
res->offsets.resize(to_size);
for (size_t i = from_size; i < to_size; ++i) {
++offset;
res->offsets[i] = offset;
}
}
return res;
}
void ColumnString::insert_range_from(const IColumn& src, size_t start, size_t length) {
if (length == 0) return;
const ColumnString& src_concrete = assert_cast<const ColumnString&>(src);
if (start + length > src_concrete.offsets.size()) {
LOG(FATAL) << "Parameter out of bound in IColumnString::insert_range_from method.";
}
size_t nested_offset = src_concrete.offset_at(start);
size_t nested_length = src_concrete.offsets[start + length - 1] - nested_offset;
size_t old_chars_size = chars.size();
chars.resize(old_chars_size + nested_length);
memcpy(&chars[old_chars_size], &src_concrete.chars[nested_offset], nested_length);
if (start == 0 && offsets.empty()) {
offsets.assign(src_concrete.offsets.begin(), src_concrete.offsets.begin() + length);
} else {
size_t old_size = offsets.size();
size_t prev_max_offset = offsets.back(); /// -1th index is Ok, see PaddedPODArray
offsets.resize(old_size + length);
for (size_t i = 0; i < length; ++i)
offsets[old_size + i] =
src_concrete.offsets[start + i] - nested_offset + prev_max_offset;
}
}
void ColumnString::insert_indices_from(const IColumn& src, const int* indices_begin, const int* indices_end) {
for (auto x = indices_begin; x != indices_end; ++x) {
ColumnString::insert_from(src, *x);
}
}
ColumnPtr ColumnString::filter(const Filter& filt, ssize_t result_size_hint) const {
if (offsets.size() == 0) return ColumnString::create();
auto res = ColumnString::create();
Chars& res_chars = res->chars;
Offsets& res_offsets = res->offsets;
filter_arrays_impl<UInt8>(chars, offsets, res_chars, res_offsets, filt, result_size_hint);
return res;
}
ColumnPtr ColumnString::permute(const Permutation& perm, size_t limit) const {
size_t size = offsets.size();
if (limit == 0)
limit = size;
else
limit = std::min(size, limit);
if (perm.size() < limit) {
LOG(FATAL) << "Size of permutation is less than required.";
}
if (limit == 0) return ColumnString::create();
auto res = ColumnString::create();
Chars& res_chars = res->chars;
Offsets& res_offsets = res->offsets;
if (limit == size)
res_chars.resize(chars.size());
else {
size_t new_chars_size = 0;
for (size_t i = 0; i < limit; ++i) new_chars_size += size_at(perm[i]);
res_chars.resize(new_chars_size);
}
res_offsets.resize(limit);
Offset current_new_offset = 0;
for (size_t i = 0; i < limit; ++i) {
size_t j = perm[i];
size_t string_offset = offsets[j - 1];
size_t string_size = offsets[j] - string_offset;
memcpy_small_allow_read_write_overflow15(&res_chars[current_new_offset],
&chars[string_offset], string_size);
current_new_offset += string_size;
res_offsets[i] = current_new_offset;
}
return res;
}
StringRef ColumnString::serialize_value_into_arena(size_t n, Arena& arena,
char const*& begin) const {
size_t string_size = size_at(n);
size_t offset = offset_at(n);
StringRef res;
res.size = sizeof(string_size) + string_size;
char* pos = arena.alloc_continue(res.size, begin);
memcpy(pos, &string_size, sizeof(string_size));
memcpy(pos + sizeof(string_size), &chars[offset], string_size);
res.data = pos;
return res;
}
const char* ColumnString::deserialize_and_insert_from_arena(const char* pos) {
const size_t string_size = unaligned_load<size_t>(pos);
pos += sizeof(string_size);
const size_t old_size = chars.size();
const size_t new_size = old_size + string_size;
chars.resize(new_size);
memcpy(chars.data() + old_size, pos, string_size);
offsets.push_back(new_size);
return pos + string_size;
}
template <typename Type>
ColumnPtr ColumnString::index_impl(const PaddedPODArray<Type>& indexes, size_t limit) const {
if (limit == 0) return ColumnString::create();
auto res = ColumnString::create();
Chars& res_chars = res->chars;
Offsets& res_offsets = res->offsets;
size_t new_chars_size = 0;
for (size_t i = 0; i < limit; ++i) new_chars_size += size_at(indexes[i]);
res_chars.resize(new_chars_size);
res_offsets.resize(limit);
Offset current_new_offset = 0;
for (size_t i = 0; i < limit; ++i) {
size_t j = indexes[i];
size_t string_offset = offsets[j - 1];
size_t string_size = offsets[j] - string_offset;
memcpy_small_allow_read_write_overflow15(&res_chars[current_new_offset],
&chars[string_offset], string_size);
current_new_offset += string_size;
res_offsets[i] = current_new_offset;
}
return res;
}
template <bool positive>
struct ColumnString::less {
const ColumnString& parent;
explicit less(const ColumnString& parent_) : parent(parent_) {}
bool operator()(size_t lhs, size_t rhs) const {
int res = memcmp_small_allow_overflow15(
parent.chars.data() + parent.offset_at(lhs), parent.size_at(lhs) - 1,
parent.chars.data() + parent.offset_at(rhs), parent.size_at(rhs) - 1);
return positive ? (res < 0) : (res > 0);
}
};
void ColumnString::get_permutation(bool reverse, size_t limit, int /*nan_direction_hint*/,
Permutation& res) const {
size_t s = offsets.size();
res.resize(s);
for (size_t i = 0; i < s; ++i) res[i] = i;
if (limit >= s) limit = 0;
if (limit) {
if (reverse)
std::partial_sort(res.begin(), res.begin() + limit, res.end(), less<false>(*this));
else
std::partial_sort(res.begin(), res.begin() + limit, res.end(), less<true>(*this));
} else {
if (reverse)
std::sort(res.begin(), res.end(), less<false>(*this));
else
std::sort(res.begin(), res.end(), less<true>(*this));
}
}
ColumnPtr ColumnString::replicate(const Offsets& replicate_offsets) const {
size_t col_size = size();
if (col_size != replicate_offsets.size()) {
LOG(FATAL) << "Size of offsets doesn't match size of column.";
}
auto res = ColumnString::create();
if (0 == col_size) return res;
Chars& res_chars = res->chars;
Offsets& res_offsets = res->offsets;
res_chars.reserve(chars.size() / col_size * replicate_offsets.back());
res_offsets.reserve(replicate_offsets.back());
Offset prev_replicate_offset = 0;
Offset prev_string_offset = 0;
Offset current_new_offset = 0;
for (size_t i = 0; i < col_size; ++i) {
size_t size_to_replicate = replicate_offsets[i] - prev_replicate_offset;
size_t string_size = offsets[i] - prev_string_offset;
for (size_t j = 0; j < size_to_replicate; ++j) {
current_new_offset += string_size;
res_offsets.push_back(current_new_offset);
res_chars.resize(res_chars.size() + string_size);
memcpy_small_allow_read_write_overflow15(&res_chars[res_chars.size() - string_size],
&chars[prev_string_offset], string_size);
}
prev_replicate_offset = replicate_offsets[i];
prev_string_offset = offsets[i];
}
return res;
}
void ColumnString::reserve(size_t n) {
offsets.reserve(n);
}
void ColumnString::resize(size_t n) {
offsets.resize(n);
}
void ColumnString::get_extremes(Field& min, Field& max) const {
min = String();
max = String();
size_t col_size = size();
if (col_size == 0) return;
size_t min_idx = 0;
size_t max_idx = 0;
less<true> less_op(*this);
for (size_t i = 1; i < col_size; ++i) {
if (less_op(i, min_idx))
min_idx = i;
else if (less_op(max_idx, i))
max_idx = i;
}
get(min_idx, min);
get(max_idx, max);
}
int ColumnString::compare_at_with_collation(size_t n, size_t m, const IColumn& rhs_,
const Collator& collator) const {
const ColumnString& rhs = assert_cast<const ColumnString&>(rhs_);
return collator.compare(reinterpret_cast<const char*>(&chars[offset_at(n)]), size_at(n),
reinterpret_cast<const char*>(&rhs.chars[rhs.offset_at(m)]),
rhs.size_at(m));
}
template <bool positive>
struct ColumnString::lessWithCollation {
const ColumnString& parent;
const Collator& collator;
lessWithCollation(const ColumnString& parent_, const Collator& collator_)
: parent(parent_), collator(collator_) {}
bool operator()(size_t lhs, size_t rhs) const {
int res = collator.compare(
reinterpret_cast<const char*>(&parent.chars[parent.offset_at(lhs)]),
parent.size_at(lhs),
reinterpret_cast<const char*>(&parent.chars[parent.offset_at(rhs)]),
parent.size_at(rhs));
return positive ? (res < 0) : (res > 0);
}
};
void ColumnString::get_permutation_with_collation(const Collator& collator, bool reverse,
size_t limit, Permutation& res) const {
size_t s = offsets.size();
res.resize(s);
for (size_t i = 0; i < s; ++i) res[i] = i;
if (limit >= s) limit = 0;
if (limit) {
if (reverse)
std::partial_sort(res.begin(), res.begin() + limit, res.end(),
lessWithCollation<false>(*this, collator));
else
std::partial_sort(res.begin(), res.begin() + limit, res.end(),
lessWithCollation<true>(*this, collator));
} else {
if (reverse)
std::sort(res.begin(), res.end(), lessWithCollation<false>(*this, collator));
else
std::sort(res.begin(), res.end(), lessWithCollation<true>(*this, collator));
}
}
void ColumnString::protect() {
get_chars().protect();
get_offsets().protect();
}
} // namespace doris::vectorized