Files
doris/be/src/vec/functions/nullif.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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// 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/Functions/Nullif.cpp
// and modified by Doris
#include "vec/functions/simple_function_factory.h"
#include "vec/columns/column_nullable.h"
#include "vec/functions/function_helpers.h"
#include "vec/utils/util.hpp"
#include "vec/functions/function_string.h"
#include "vec/data_types/data_type_nothing.h"
#include "vec/data_types/data_type_nullable.h"
#include "vec/data_types/data_type_number.h"
#include "vec/data_types/get_least_supertype.h"
#include "vec/data_types/number_traits.h"
namespace doris::vectorized {
class FunctionNullIf : public IFunction {
public:
struct NullPresence {
bool has_nullable = false;
bool has_null_constant = false;
};
static constexpr auto name = "nullif";
static FunctionPtr create() { return std::make_shared<FunctionNullIf>(); }
String get_name() const override { return name; }
size_t get_number_of_arguments() const override { return 2; }
bool use_default_implementation_for_constants() const override { return false; }
bool use_default_implementation_for_nulls() const override { return false; }
DataTypePtr get_return_type_impl(const DataTypes& arguments) const override {
return arguments[0];
}
NullPresence get_null_resense(const ColumnsWithTypeAndName& args) const {
NullPresence res;
for (const auto& elem : args) {
if (!res.has_nullable) res.has_nullable = elem.type->is_nullable();
if (!res.has_null_constant) res.has_null_constant = elem.type->only_null();
}
return res;
}
DataTypePtr get_return_type_for_equal(
const ColumnsWithTypeAndName& arguments) const {
size_t num_full_ordinary_columns = 0;
ColumnsWithTypeAndName args_without_low_cardinality(arguments);
for (ColumnWithTypeAndName& arg : args_without_low_cardinality) {
bool is_const = arg.column && is_column_const(*arg.column);
if (is_const)
arg.column = assert_cast<const ColumnConst&>(*arg.column).remove_low_cardinality();
if (!is_const) ++num_full_ordinary_columns;
}
if (!arguments.empty()) {
NullPresence null_presence = get_null_resense(arguments);
if (null_presence.has_null_constant) {
return make_nullable(std::make_shared<DataTypeNothing>());
}
if (null_presence.has_nullable) {
return make_nullable(std::make_shared<doris::vectorized::DataTypeUInt8>());
}
}
return std::make_shared<doris::vectorized::DataTypeUInt8>();
}
// nullIf(col1, col2) == if(col1 = col2, NULL, col1)
Status execute_impl(FunctionContext* context, Block &block, const ColumnNumbers &arguments, size_t result,
size_t input_rows_count) override {
const ColumnsWithTypeAndName eq_columns
{
block.get_by_position(arguments[0]),
block.get_by_position(arguments[1]),
};
auto result_type = get_return_type_for_equal(eq_columns);
Block eq_temporary_block(
{block.get_by_position(arguments[0]),
block.get_by_position(arguments[1]),
{nullptr, result_type, ""}
});
auto equals_func = SimpleFunctionFactory::instance().get_function("eq", eq_columns, result_type);
equals_func->execute(context, eq_temporary_block, {0, 1}, 2, input_rows_count);
const ColumnWithTypeAndName new_result_column {
block.get_by_position(result),
};
const ColumnWithTypeAndName if_column {
eq_temporary_block.get_by_position(2),
};
const ColumnsWithTypeAndName if_columns
{
if_column,
{block.get_by_position(result).type->create_column_const_with_default_value(
input_rows_count),
block.get_by_position(result).type, "NULL"},
block.get_by_position(arguments[0]),
};
Block temporary_block(
{if_column,
{block.get_by_position(result).type->create_column_const_with_default_value(
input_rows_count),
block.get_by_position(result).type, "NULL"},
block.get_by_position(arguments[0]),
new_result_column
});
auto func_if = SimpleFunctionFactory::instance().get_function("if", if_columns, new_result_column.type);
func_if->execute(context, temporary_block, {0, 1, 2}, 3, input_rows_count);
/// need to handle nullable type and not nullable type differently,
/// because `IF` function always return nullable type, but result type is not always
if (block.get_by_position(result).type->is_nullable()) {
block.get_by_position(result).column = temporary_block.get_by_position(3).column;
} else {
auto cols = check_and_get_column<ColumnNullable>(temporary_block.get_by_position(3).column.get());
block.replace_by_position(result, std::move(cols->get_nested_column_ptr()));
}
return Status::OK();
}
};
void register_function_nullif(SimpleFunctionFactory& factory) {
factory.register_function<FunctionNullIf>();
}
}