Files
doris/be/test/vec/exec/vgeneric_iterators_test.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

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6.0 KiB
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// 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.
#include "vec/olap/vgeneric_iterators.h"
#include <gtest/gtest.h>
#include <vector>
#include "olap/olap_common.h"
#include "olap/row_block2.h"
#include "olap/schema.h"
#include "util/slice.h"
namespace doris {
namespace vectorized {
class VGenericIteratorsTest : public testing::Test {
public:
VGenericIteratorsTest() {}
virtual ~VGenericIteratorsTest() {}
};
Schema create_schema() {
std::vector<TabletColumn> col_schemas;
col_schemas.emplace_back(OLAP_FIELD_AGGREGATION_NONE, OLAP_FIELD_TYPE_SMALLINT, true);
// c2: int
col_schemas.emplace_back(OLAP_FIELD_AGGREGATION_NONE, OLAP_FIELD_TYPE_INT, true);
// c3: big int
col_schemas.emplace_back(OLAP_FIELD_AGGREGATION_SUM, OLAP_FIELD_TYPE_BIGINT, true);
Schema schema(col_schemas, 2);
return schema;
}
static void create_block(Schema& schema, vectorized::Block& block)
{
for (auto &column_desc : schema.columns()) {
ASSERT_TRUE(column_desc);
auto data_type = Schema::get_data_type_ptr(column_desc->type());
ASSERT_NE(data_type, nullptr);
vectorized::ColumnWithTypeAndName ctn(data_type->create_column(), data_type, column_desc->name());
block.insert(ctn);
}
}
TEST(VGenericIteratorsTest, AutoIncrement) {
auto schema = create_schema();
auto iter = vectorized::new_auto_increment_iterator(schema, 10);
StorageReadOptions opts;
auto st = iter->init(opts);
ASSERT_TRUE(st.ok());
vectorized::Block block;
create_block(schema, block);
auto ret = iter->next_batch(&block);
ASSERT_TRUE(ret.ok());
ASSERT_EQ(block.rows(), 10);
auto c0 = block.get_by_position(0).column;
auto c1 = block.get_by_position(1).column;
auto c2 = block.get_by_position(2).column;
ASSERT_TRUE(c0->is_numeric());
ASSERT_TRUE(c1->is_numeric());
ASSERT_TRUE(c2->is_numeric());
int row_count = 0;
size_t rows = block.rows();
for (size_t i = 0; i < rows; ++i) {
ASSERT_EQ(row_count, c0->get_int(i));
ASSERT_EQ(row_count + 1, c1->get_int(i));
ASSERT_EQ(row_count + 2, c2->get_int(i));
row_count++;
}
delete iter;
}
TEST(VGenericIteratorsTest, Union) {
auto schema = create_schema();
std::vector<RowwiseIterator*> inputs;
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 100));
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 200));
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 300));
auto iter = vectorized::new_union_iterator(inputs, MemTracker::CreateTracker(-1, "VUnionIterator", nullptr, false));
StorageReadOptions opts;
auto st = iter->init(opts);
ASSERT_TRUE(st.ok());
vectorized::Block block;
create_block(schema, block);
do {
st = iter->next_batch(&block);
} while (st.ok());
ASSERT_TRUE(st.is_end_of_file());
ASSERT_EQ(block.rows(), 600);
auto c0 = block.get_by_position(0).column;
auto c1 = block.get_by_position(1).column;
auto c2 = block.get_by_position(2).column;
ASSERT_TRUE(c0->is_numeric());
ASSERT_TRUE(c1->is_numeric());
ASSERT_TRUE(c2->is_numeric());
size_t row_count = 0;
for (size_t i = 0; i < block.rows(); ++i) {
size_t base_value = row_count;
if (row_count >= 300) {
base_value -= 300;
} else if (row_count >= 100) {
base_value -= 100;
}
ASSERT_EQ(base_value, c0->get_int(i));
ASSERT_EQ(base_value + 1, c1->get_int(i));
ASSERT_EQ(base_value + 2, c2->get_int(i));
row_count++;
}
delete iter;
}
TEST(VGenericIteratorsTest, Merge) {
ASSERT_TRUE(1);
auto schema = create_schema();
std::vector<RowwiseIterator*> inputs;
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 100));
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 200));
inputs.push_back(vectorized::new_auto_increment_iterator(schema, 300));
auto iter = vectorized::new_merge_iterator(inputs, MemTracker::CreateTracker(-1, "VMergeIterator", nullptr, false));
StorageReadOptions opts;
auto st = iter->init(opts);
ASSERT_TRUE(st.ok());
vectorized::Block block;
create_block(schema, block);
do {
st = iter->next_batch(&block);
} while (st.ok());
ASSERT_TRUE(st.is_end_of_file());
ASSERT_EQ(block.rows(), 600);
auto c0 = block.get_by_position(0).column;
auto c1 = block.get_by_position(1).column;
auto c2 = block.get_by_position(2).column;
ASSERT_TRUE(c0->is_numeric());
ASSERT_TRUE(c1->is_numeric());
ASSERT_TRUE(c2->is_numeric());
size_t row_count = 0;
for (size_t i = 0; i < block.rows(); ++i) {
size_t base_value = row_count;
// 100 * 3, 200 * 2, 300
if (row_count < 300) {
base_value = row_count / 3;
} else if (row_count < 500) {
base_value = (row_count - 300) / 2 + 100;
} else {
base_value = row_count - 300;
}
ASSERT_EQ(base_value, c0->get_int(i));
ASSERT_EQ(base_value + 1, c1->get_int(i));
ASSERT_EQ(base_value + 2, c2->get_int(i));
row_count++;
}
delete iter;
}
} // namespace vectorized
} // namespace doris
int main(int argc, char** argv) {
testing::InitGoogleTest(&argc, argv);
return RUN_ALL_TESTS();
}