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#pragma once
#include <array>
#include <AggregateFunctions/IAggregateFunction.h>
#include <Columns/ColumnNullable.h>
#include <Common/assert_cast.h>
#include <Columns/ColumnsCommon.h>
#include <DataTypes/DataTypeNullable.h>
#include <DataTypes/DataTypesNumber.h>
#include <IO/ReadHelpers.h>
#include <IO/WriteHelpers.h>
#include "clickhouse_config.h"
#if USE_EMBEDDED_COMPILER
# error #include <llvm/IR/IRBuilder.h>
# include <DataTypes/Native.h>
#endif
namespace DB
{
struct Settings;
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
}
/// This class implements a wrapper around an aggregate function. Despite its name,
/// this is an adapter. It is used to handle aggregate functions that are called with
/// at least one nullable argument. It implements the logic according to which any
/// row that contains at least one NULL is skipped.
/// If all rows had NULL, the behaviour is determined by "result_is_nullable" template parameter.
/// true - return NULL; false - return value from empty aggregation state of nested function.
/// When serialize_flag is set to true, the flag about presence of values is serialized
/// regardless to the "result_is_nullable" even if it's unneeded - for protocol compatibility.
template <bool result_is_nullable, bool serialize_flag, typename Derived>
class AggregateFunctionNullBase : public IAggregateFunctionHelper<Derived>
{
protected:
AggregateFunctionPtr nested_function;
size_t prefix_size;
/** In addition to data for nested aggregate function, we keep a flag
* indicating - was there at least one non-NULL value accumulated.
* In case of no not-NULL values, the function will return NULL.
*
* We use prefix_size bytes for flag to satisfy the alignment requirement of nested state.
*/
AggregateDataPtr nestedPlace(AggregateDataPtr __restrict place) const noexcept
{
return place + prefix_size;
}
ConstAggregateDataPtr nestedPlace(ConstAggregateDataPtr __restrict place) const noexcept
{
return place + prefix_size;
}
static void initFlag(AggregateDataPtr __restrict place) noexcept
{
if constexpr (result_is_nullable)
place[0] = 0;
}
static void setFlag(AggregateDataPtr __restrict place) noexcept
{
if constexpr (result_is_nullable)
place[0] = 1;
}
static bool getFlag(ConstAggregateDataPtr __restrict place) noexcept
{
if constexpr (result_is_nullable)
return place[0];
else
return true;
}
public:
AggregateFunctionNullBase(AggregateFunctionPtr nested_function_, const DataTypes & arguments, const Array & params)
: IAggregateFunctionHelper<Derived>(arguments, params, createResultType(nested_function_))
, nested_function{nested_function_}
{
if constexpr (result_is_nullable)
prefix_size = nested_function->alignOfData();
else
prefix_size = 0;
}
String getName() const override
{
/// This is just a wrapper. The function for Nullable arguments is named the same as the nested function itself.
return nested_function->getName();
}
static DataTypePtr createResultType(const AggregateFunctionPtr & nested_function_)
{
if constexpr (result_is_nullable)
return makeNullable(nested_function_->getResultType());
else
return nested_function_->getResultType();
}
void create(AggregateDataPtr __restrict place) const override
{
initFlag(place);
nested_function->create(nestedPlace(place));
}
void destroy(AggregateDataPtr __restrict place) const noexcept override
{
nested_function->destroy(nestedPlace(place));
}
void destroyUpToState(AggregateDataPtr __restrict place) const noexcept override
{
nested_function->destroyUpToState(nestedPlace(place));
}
bool hasTrivialDestructor() const override
{
return nested_function->hasTrivialDestructor();
}
size_t sizeOfData() const override
{
return prefix_size + nested_function->sizeOfData();
}
size_t alignOfData() const override
{
return nested_function->alignOfData();
}
void merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena * arena) const override
{
if constexpr (result_is_nullable)
if (getFlag(rhs))
setFlag(place);
nested_function->merge(nestedPlace(place), nestedPlace(rhs), arena);
}
bool isAbleToParallelizeMerge() const override { return nested_function->isAbleToParallelizeMerge(); }
void merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, ThreadPool & thread_pool, Arena * arena) const override
{
nested_function->merge(nestedPlace(place), nestedPlace(rhs), thread_pool, arena);
}
void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf, std::optional<size_t> version) const override
{
bool flag = getFlag(place);
if constexpr (serialize_flag)
writeBinary(flag, buf);
if (flag)
nested_function->serialize(nestedPlace(place), buf, version);
}
void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, std::optional<size_t> version, Arena * arena) const override
{
bool flag = true;
if constexpr (serialize_flag)
readBinary(flag, buf);
if (flag)
{
setFlag(place);
nested_function->deserialize(nestedPlace(place), buf, version, arena);
}
}
template <bool merge>
void insertResultIntoImpl(AggregateDataPtr __restrict place, IColumn & to, Arena * arena) const
{
if constexpr (result_is_nullable)
{
ColumnNullable & to_concrete = assert_cast<ColumnNullable &>(to);
if (getFlag(place))
{
if constexpr (merge)
nested_function->insertMergeResultInto(nestedPlace(place), to_concrete.getNestedColumn(), arena);
else
nested_function->insertResultInto(nestedPlace(place), to_concrete.getNestedColumn(), arena);
to_concrete.getNullMapData().push_back(0);
}
else
{
to_concrete.insertDefault();
}
}
else
{
if constexpr (merge)
nested_function->insertMergeResultInto(nestedPlace(place), to, arena);
else
nested_function->insertResultInto(nestedPlace(place), to, arena);
}
}
void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena * arena) const override
{
insertResultIntoImpl<false>(place, to, arena);
}
void insertMergeResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena * arena) const override
{
insertResultIntoImpl<true>(place, to, arena);
}
bool allocatesMemoryInArena() const override
{
return nested_function->allocatesMemoryInArena();
}
bool isState() const override
{
return nested_function->isState();
}
bool isVersioned() const override
{
return nested_function->isVersioned();
}
size_t getVersionFromRevision(size_t revision) const override
{
return nested_function->getVersionFromRevision(revision);
}
size_t getDefaultVersion() const override
{
return nested_function->getDefaultVersion();
}
AggregateFunctionPtr getNestedFunction() const override { return nested_function; }
#if USE_EMBEDDED_COMPILER
bool isCompilable() const override
{
return this->nested_function->isCompilable();
}
void compileCreate(llvm::IRBuilderBase & builder, llvm::Value * aggregate_data_ptr) const override
{
llvm::IRBuilder<> & b = static_cast<llvm::IRBuilder<> &>(builder);
if constexpr (result_is_nullable)
b.CreateMemSet(aggregate_data_ptr, llvm::ConstantInt::get(b.getInt8Ty(), 0), this->prefix_size, llvm::assumeAligned(this->alignOfData()));
auto * aggregate_data_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_ptr, this->prefix_size);
this->nested_function->compileCreate(b, aggregate_data_ptr_with_prefix_size_offset);
}
void compileMerge(llvm::IRBuilderBase & builder, llvm::Value * aggregate_data_dst_ptr, llvm::Value * aggregate_data_src_ptr) const override
{
llvm::IRBuilder<> & b = static_cast<llvm::IRBuilder<> &>(builder);
if constexpr (result_is_nullable)
{
auto * aggregate_data_is_null_dst_value = b.CreateLoad(b.getInt8Ty(), aggregate_data_dst_ptr);
auto * aggregate_data_is_null_src_value = b.CreateLoad(b.getInt8Ty(), aggregate_data_src_ptr);
auto * is_src_null = nativeBoolCast(b, std::make_shared<DataTypeUInt8>(), aggregate_data_is_null_src_value);
auto * is_null_result_value = b.CreateSelect(is_src_null, llvm::ConstantInt::get(b.getInt8Ty(), 1), aggregate_data_is_null_dst_value);
b.CreateStore(is_null_result_value, aggregate_data_dst_ptr);
}
auto * aggregate_data_dst_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_dst_ptr, this->prefix_size);
auto * aggregate_data_src_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_src_ptr, this->prefix_size);
this->nested_function->compileMerge(b, aggregate_data_dst_ptr_with_prefix_size_offset, aggregate_data_src_ptr_with_prefix_size_offset);
}
llvm::Value * compileGetResult(llvm::IRBuilderBase & builder, llvm::Value * aggregate_data_ptr) const override
{
llvm::IRBuilder<> & b = static_cast<llvm::IRBuilder<> &>(builder);
auto * return_type = toNativeType(b, this->getResultType());
llvm::Value * result = nullptr;
if constexpr (result_is_nullable)
{
auto * place = b.CreateLoad(b.getInt8Ty(), aggregate_data_ptr);
auto * head = b.GetInsertBlock();
auto * join_block = llvm::BasicBlock::Create(head->getContext(), "join_block", head->getParent());
auto * if_null = llvm::BasicBlock::Create(head->getContext(), "if_null", head->getParent());
auto * if_not_null = llvm::BasicBlock::Create(head->getContext(), "if_not_null", head->getParent());
auto * nullable_value_ptr = b.CreateAlloca(return_type);
b.CreateStore(llvm::ConstantInt::getNullValue(return_type), nullable_value_ptr);
auto * nullable_value = b.CreateLoad(return_type, nullable_value_ptr);
b.CreateCondBr(nativeBoolCast(b, std::make_shared<DataTypeUInt8>(), place), if_not_null, if_null);
b.SetInsertPoint(if_null);
b.CreateStore(b.CreateInsertValue(nullable_value, b.getInt1(true), {1}), nullable_value_ptr);
b.CreateBr(join_block);
b.SetInsertPoint(if_not_null);
auto * aggregate_data_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_ptr, this->prefix_size);
auto * nested_result = this->nested_function->compileGetResult(builder, aggregate_data_ptr_with_prefix_size_offset);
b.CreateStore(b.CreateInsertValue(nullable_value, nested_result, {0}), nullable_value_ptr);
b.CreateBr(join_block);
b.SetInsertPoint(join_block);
result = b.CreateLoad(return_type, nullable_value_ptr);
}
else
{
result = this->nested_function->compileGetResult(b, aggregate_data_ptr);
}
return result;
}
#endif
};
/** There are two cases: for single argument and variadic.
* Code for single argument is much more efficient.
*/
template <bool result_is_nullable, bool serialize_flag>
class AggregateFunctionNullUnary final
: public AggregateFunctionNullBase<result_is_nullable, serialize_flag,
AggregateFunctionNullUnary<result_is_nullable, serialize_flag>>
{
public:
AggregateFunctionNullUnary(AggregateFunctionPtr nested_function_, const DataTypes & arguments, const Array & params)
: AggregateFunctionNullBase<result_is_nullable, serialize_flag,
AggregateFunctionNullUnary<result_is_nullable, serialize_flag>>(std::move(nested_function_), arguments, params)
{
}
void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena * arena) const override
{
const ColumnNullable * column = assert_cast<const ColumnNullable *>(columns[0]);
const IColumn * nested_column = &column->getNestedColumn();
if (!column->isNullAt(row_num))
{
this->setFlag(place);
this->nested_function->add(this->nestedPlace(place), &nested_column, row_num, arena);
}
}
void addBatchSinglePlace( /// NOLINT
size_t row_begin,
size_t row_end,
AggregateDataPtr __restrict place,
const IColumn ** columns,
Arena * arena,
ssize_t if_argument_pos = -1) const override
{
const ColumnNullable * column = assert_cast<const ColumnNullable *>(columns[0]);
const IColumn * nested_column = &column->getNestedColumn();
const UInt8 * null_map = column->getNullMapData().data();
this->nested_function->addBatchSinglePlaceNotNull(
row_begin, row_end, this->nestedPlace(place), &nested_column, null_map, arena, if_argument_pos);
if constexpr (result_is_nullable)
if (!memoryIsByte(null_map, row_begin, row_end, 1))
this->setFlag(place);
}
#if USE_EMBEDDED_COMPILER
void compileAdd(llvm::IRBuilderBase & builder, llvm::Value * aggregate_data_ptr, const ValuesWithType & arguments) const override
{
llvm::IRBuilder<> & b = static_cast<llvm::IRBuilder<> &>(builder);
const auto & nullable_type = arguments[0].type;
const auto & nullable_value = arguments[0].value;
auto * wrapped_value = b.CreateExtractValue(nullable_value, {0});
auto * is_null_value = b.CreateExtractValue(nullable_value, {1});
auto * head = b.GetInsertBlock();
auto * join_block = llvm::BasicBlock::Create(head->getContext(), "join_block", head->getParent());
auto * if_null = llvm::BasicBlock::Create(head->getContext(), "if_null", head->getParent());
auto * if_not_null = llvm::BasicBlock::Create(head->getContext(), "if_not_null", head->getParent());
b.CreateCondBr(is_null_value, if_null, if_not_null);
b.SetInsertPoint(if_null);
b.CreateBr(join_block);
b.SetInsertPoint(if_not_null);
if constexpr (result_is_nullable)
b.CreateStore(llvm::ConstantInt::get(b.getInt8Ty(), 1), aggregate_data_ptr);
auto * aggregate_data_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_ptr, this->prefix_size);
this->nested_function->compileAdd(b, aggregate_data_ptr_with_prefix_size_offset, { ValueWithType(wrapped_value, removeNullable(nullable_type)) });
b.CreateBr(join_block);
b.SetInsertPoint(join_block);
}
#endif
};
template <bool result_is_nullable, bool serialize_flag>
class AggregateFunctionNullVariadic final : public AggregateFunctionNullBase<
result_is_nullable,
serialize_flag,
AggregateFunctionNullVariadic<result_is_nullable, serialize_flag>>
{
public:
AggregateFunctionNullVariadic(AggregateFunctionPtr nested_function_, const DataTypes & arguments, const Array & params)
: AggregateFunctionNullBase<result_is_nullable, serialize_flag, AggregateFunctionNullVariadic<result_is_nullable, serialize_flag>>(
std::move(nested_function_), arguments, params)
, number_of_arguments(arguments.size())
{
if (number_of_arguments == 1)
throw Exception(ErrorCodes::LOGICAL_ERROR, "Logical error: single argument is passed to AggregateFunctionNullVariadic");
if (number_of_arguments > MAX_ARGS)
throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
"Maximum number of arguments for aggregate function with Nullable types is {}",
size_t(MAX_ARGS));
for (size_t i = 0; i < number_of_arguments; ++i)
is_nullable[i] = arguments[i]->isNullable();
}
void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena * arena) const override
{
/// This container stores the columns we really pass to the nested function.
const IColumn * nested_columns[number_of_arguments];
for (size_t i = 0; i < number_of_arguments; ++i)
{
if (is_nullable[i])
{
const ColumnNullable & nullable_col = assert_cast<const ColumnNullable &>(*columns[i]);
if (nullable_col.isNullAt(row_num))
{
/// If at least one column has a null value in the current row,
/// we don't process this row.
return;
}
nested_columns[i] = &nullable_col.getNestedColumn();
}
else
nested_columns[i] = columns[i];
}
this->setFlag(place);
this->nested_function->add(this->nestedPlace(place), nested_columns, row_num, arena);
}
void addBatchSinglePlace(
size_t row_begin,
size_t row_end,
AggregateDataPtr __restrict place,
const IColumn ** columns,
Arena * arena,
ssize_t if_argument_pos) const final
{
/// We are going to merge all the flags into a single one to be able to call the nested batching functions
std::vector<const UInt8 *> nullable_filters;
const IColumn * nested_columns[number_of_arguments];
std::unique_ptr<UInt8[]> final_flags = nullptr;
const UInt8 * final_flags_ptr = nullptr;
if (if_argument_pos >= 0)
{
final_flags = std::make_unique<UInt8[]>(row_end);
final_flags_ptr = final_flags.get();
size_t included_elements = 0;
const auto & flags = assert_cast<const ColumnUInt8 &>(*columns[if_argument_pos]).getData();
for (size_t i = row_begin; i < row_end; i++)
{
final_flags[i] = !flags.data()[i];
included_elements += !!flags.data()[i];
}
if (included_elements == 0)
return;
if (included_elements != (row_end - row_begin))
{
nullable_filters.push_back(final_flags_ptr);
}
}
for (size_t i = 0; i < number_of_arguments; ++i)
{
if (is_nullable[i])
{
const ColumnNullable & nullable_col = assert_cast<const ColumnNullable &>(*columns[i]);
nested_columns[i] = &nullable_col.getNestedColumn();
const ColumnUInt8 & nullmap_column = nullable_col.getNullMapColumn();
nullable_filters.push_back(nullmap_column.getData().data());
}
else
{
nested_columns[i] = columns[i];
}
}
chassert(nullable_filters.size() > 0);
bool found_one = false;
if (nullable_filters.size() == 1)
{
/// We can avoid making copies of the only filter but we still need to check that there is data to be added
final_flags_ptr = nullable_filters[0];
for (size_t i = row_begin; i < row_end; i++)
{
if (!final_flags_ptr[i])
{
found_one = true;
break;
}
}
}
else
{
if (!final_flags)
{
final_flags = std::make_unique<UInt8[]>(row_end);
final_flags_ptr = final_flags.get();
}
const size_t filter_start = nullable_filters[0] == final_flags_ptr ? 1 : 0;
for (size_t filter = filter_start; filter < nullable_filters.size(); filter++)
{
for (size_t i = row_begin; i < row_end; i++)
final_flags[i] |= nullable_filters[filter][i];
}
for (size_t i = row_begin; i < row_end; i++)
{
if (!final_flags_ptr[i])
{
found_one = true;
break;
}
}
}
if (!found_one)
return; // Nothing to do and nothing to mark
this->setFlag(place);
this->nested_function->addBatchSinglePlaceNotNull(
row_begin, row_end, this->nestedPlace(place), nested_columns, final_flags_ptr, arena, -1);
}
#if USE_EMBEDDED_COMPILER
void compileAdd(llvm::IRBuilderBase & builder, llvm::Value * aggregate_data_ptr, const ValuesWithType & arguments) const override
{
llvm::IRBuilder<> & b = static_cast<llvm::IRBuilder<> &>(builder);
size_t arguments_size = arguments.size();
ValuesWithType wrapped_arguments;
wrapped_arguments.reserve(arguments_size);
std::vector<llvm::Value *> is_null_values;
is_null_values.reserve(arguments_size);
for (size_t i = 0; i < arguments_size; ++i)
{
const auto & argument_value = arguments[i].value;
const auto & argument_type = arguments[i].type;
if (is_nullable[i])
{
auto * wrapped_value = b.CreateExtractValue(argument_value, {0});
is_null_values.emplace_back(b.CreateExtractValue(argument_value, {1}));
wrapped_arguments.emplace_back(wrapped_value, removeNullable(argument_type));
}
else
{
wrapped_arguments.emplace_back(argument_value, argument_type);
}
}
auto * head = b.GetInsertBlock();
auto * join_block = llvm::BasicBlock::Create(head->getContext(), "join_block", head->getParent());
auto * if_null = llvm::BasicBlock::Create(head->getContext(), "if_null", head->getParent());
auto * if_not_null = llvm::BasicBlock::Create(head->getContext(), "if_not_null", head->getParent());
auto * values_have_null_ptr = b.CreateAlloca(b.getInt1Ty());
b.CreateStore(b.getInt1(false), values_have_null_ptr);
for (auto * is_null_value : is_null_values)
{
auto * values_have_null = b.CreateLoad(b.getInt1Ty(), values_have_null_ptr);
b.CreateStore(b.CreateOr(values_have_null, is_null_value), values_have_null_ptr);
}
b.CreateCondBr(b.CreateLoad(b.getInt1Ty(), values_have_null_ptr), if_null, if_not_null);
b.SetInsertPoint(if_null);
b.CreateBr(join_block);
b.SetInsertPoint(if_not_null);
if constexpr (result_is_nullable)
b.CreateStore(llvm::ConstantInt::get(b.getInt8Ty(), 1), aggregate_data_ptr);
auto * aggregate_data_ptr_with_prefix_size_offset = b.CreateConstInBoundsGEP1_64(b.getInt8Ty(), aggregate_data_ptr, this->prefix_size);
this->nested_function->compileAdd(b, aggregate_data_ptr_with_prefix_size_offset, wrapped_arguments);
b.CreateBr(join_block);
b.SetInsertPoint(join_block);
}
#endif
private:
enum { MAX_ARGS = 8 };
size_t number_of_arguments = 0;
std::array<char, MAX_ARGS> is_nullable; /// Plain array is better than std::vector due to one indirection less.
};
}
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