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#pragma once
#include <Columns/IColumn.h>
#include <Columns/IColumnImpl.h>
#include <Columns/ColumnsNumber.h>
#include <Common/typeid_cast.h>
#include <Common/assert_cast.h>
class Collator;
namespace DB
{
/** Column for spare representation.
* It stores column with non-default values and column
* with their sorted positions in original column. Column with
* values contains also one default value at 0 position to make
* implementation of execution of functions and sorting more convenient.
*/
class ColumnSparse final : public COWHelper<IColumn, ColumnSparse>
{
private:
friend class COWHelper<IColumn, ColumnSparse>;
explicit ColumnSparse(MutableColumnPtr && values_);
ColumnSparse(MutableColumnPtr && values_, MutableColumnPtr && offsets_, size_t size_);
ColumnSparse(const ColumnSparse &) = default;
public:
static constexpr auto DEFAULT_ROWS_SEARCH_SAMPLE_RATIO = 0.1;
static constexpr auto DEFAULT_RATIO_FOR_SPARSE_SERIALIZATION = 0.95;
using Base = COWHelper<IColumn, ColumnSparse>;
static Ptr create(const ColumnPtr & values_, const ColumnPtr & offsets_, size_t size_)
{
return Base::create(values_->assumeMutable(), offsets_->assumeMutable(), size_);
}
template <typename TColumnPtr>
requires IsMutableColumns<TColumnPtr>::value
static MutablePtr create(TColumnPtr && values_, TColumnPtr && offsets_, size_t size_)
{
return Base::create(std::forward<TColumnPtr>(values_), std::forward<TColumnPtr>(offsets_), size_);
}
static Ptr create(const ColumnPtr & values_)
{
return Base::create(values_->assumeMutable());
}
template <typename TColumnPtr>
requires IsMutableColumns<TColumnPtr>::value
static MutablePtr create(TColumnPtr && values_)
{
return Base::create(std::forward<TColumnPtr>(values_));
}
bool isSparse() const override { return true; }
const char * getFamilyName() const override { return "Sparse"; }
std::string getName() const override { return "Sparse(" + values->getName() + ")"; }
TypeIndex getDataType() const override { return values->getDataType(); }
MutableColumnPtr cloneResized(size_t new_size) const override;
size_t size() const override { return _size; }
bool isDefaultAt(size_t n) const override;
bool isNullAt(size_t n) const override;
Field operator[](size_t n) const override;
void get(size_t n, Field & res) const override;
bool getBool(size_t n) const override;
Float64 getFloat64(size_t n) const override;
Float32 getFloat32(size_t n) const override;
UInt64 getUInt(size_t n) const override;
Int64 getInt(size_t n) const override;
UInt64 get64(size_t n) const override;
StringRef getDataAt(size_t n) const override;
ColumnPtr convertToFullColumnIfSparse() const override;
/// Will insert null value if pos=nullptr
void insertData(const char * pos, size_t length) override;
StringRef serializeValueIntoArena(size_t n, Arena & arena, char const *& begin, const UInt8 *) const override;
const char * deserializeAndInsertFromArena(const char * pos) override;
const char * skipSerializedInArena(const char *) const override;
void insertRangeFrom(const IColumn & src, size_t start, size_t length) override;
void insert(const Field & x) override;
void insertFrom(const IColumn & src, size_t n) override;
void insertDefault() override;
void insertManyDefaults(size_t length) override;
void popBack(size_t n) override;
ColumnPtr filter(const Filter & filt, ssize_t) const override;
void expand(const Filter & mask, bool inverted) override;
ColumnPtr permute(const Permutation & perm, size_t limit) const override;
ColumnPtr index(const IColumn & indexes, size_t limit) const override;
template <typename Type>
ColumnPtr indexImpl(const PaddedPODArray<Type> & indexes, size_t limit) const;
int compareAt(size_t n, size_t m, const IColumn & rhs_, int null_direction_hint) const override;
void compareColumn(const IColumn & rhs, size_t rhs_row_num,
PaddedPODArray<UInt64> * row_indexes, PaddedPODArray<Int8> & compare_results,
int direction, int nan_direction_hint) const override;
int compareAtWithCollation(size_t n, size_t m, const IColumn & rhs, int null_direction_hint, const Collator & collator) const override;
bool hasEqualValues() const override;
void getPermutationImpl(IColumn::PermutationSortDirection direction, IColumn::PermutationSortStability stability,
size_t limit, int null_direction_hint, Permutation & res, const Collator * collator) const;
void getPermutation(IColumn::PermutationSortDirection direction, IColumn::PermutationSortStability stability,
size_t limit, int null_direction_hint, Permutation & res) const override;
void updatePermutation(IColumn::PermutationSortDirection direction, IColumn::PermutationSortStability stability,
size_t limit, int null_direction_hint, Permutation & res, EqualRanges & equal_ranges) const override;
void getPermutationWithCollation(const Collator & collator, IColumn::PermutationSortDirection direction, IColumn::PermutationSortStability stability,
size_t limit, int null_direction_hint, Permutation & res) const override;
void updatePermutationWithCollation(const Collator & collator, IColumn::PermutationSortDirection direction, IColumn::PermutationSortStability stability,
size_t limit, int null_direction_hint, Permutation & res, EqualRanges& equal_ranges) const override;
size_t byteSize() const override;
size_t byteSizeAt(size_t n) const override;
size_t allocatedBytes() const override;
void protect() override;
ColumnPtr replicate(const Offsets & replicate_offsets) const override;
void updateHashWithValue(size_t n, SipHash & hash) const override;
void updateWeakHash32(WeakHash32 & hash) const override;
void updateHashFast(SipHash & hash) const override;
void getExtremes(Field & min, Field & max) const override;
void getIndicesOfNonDefaultRows(IColumn::Offsets & indices, size_t from, size_t limit) const override;
double getRatioOfDefaultRows(double sample_ratio) const override;
UInt64 getNumberOfDefaultRows() const override;
MutableColumns scatter(ColumnIndex num_columns, const Selector & selector) const override;
void gather(ColumnGathererStream & gatherer_stream) override;
ColumnPtr compress() const override;
void forEachSubcolumn(MutableColumnCallback callback) override;
void forEachSubcolumnRecursively(RecursiveMutableColumnCallback callback) override;
bool structureEquals(const IColumn & rhs) const override;
bool isNullable() const override { return values->isNullable(); }
bool isFixedAndContiguous() const override { return false; }
bool valuesHaveFixedSize() const override { return values->valuesHaveFixedSize(); }
size_t sizeOfValueIfFixed() const override { return values->sizeOfValueIfFixed() + values->sizeOfValueIfFixed(); }
bool isCollationSupported() const override { return values->isCollationSupported(); }
size_t getNumberOfTrailingDefaults() const
{
return offsets->empty() ? _size : _size - getOffsetsData().back() - 1;
}
/// Return position of element in 'values' columns,
/// that corresponds to n-th element of full column.
/// O(log(offsets.size())) complexity,
size_t getValueIndex(size_t n) const;
const IColumn & getValuesColumn() const { return *values; }
IColumn & getValuesColumn() { return *values; }
const ColumnPtr & getValuesPtr() const { return values; }
ColumnPtr & getValuesPtr() { return values; }
const IColumn::Offsets & getOffsetsData() const;
IColumn::Offsets & getOffsetsData();
const ColumnPtr & getOffsetsPtr() const { return offsets; }
ColumnPtr & getOffsetsPtr() { return offsets; }
const IColumn & getOffsetsColumn() const { return *offsets; }
IColumn & getOffsetsColumn() { return *offsets; }
/// This class helps to iterate over all values in ColumnSparse.
class Iterator
{
public:
Iterator(const PaddedPODArray<UInt64> & offsets_, size_t size_, size_t current_offset_, size_t current_row_)
: offsets(offsets_), size(size_), current_offset(current_offset_), current_row(current_row_)
{
}
bool ALWAYS_INLINE isDefault() const { return current_offset == offsets.size() || current_row != offsets[current_offset]; }
size_t ALWAYS_INLINE getValueIndex() const { return isDefault() ? 0 : current_offset + 1; }
size_t ALWAYS_INLINE getCurrentRow() const { return current_row; }
size_t ALWAYS_INLINE getCurrentOffset() const { return current_offset; }
bool operator==(const Iterator & other) const
{
return size == other.size
&& current_offset == other.current_offset
&& current_row == other.current_row;
}
bool operator!=(const Iterator & other) const { return !(*this == other); }
Iterator operator++()
{
if (!isDefault())
++current_offset;
++current_row;
return *this;
}
private:
const PaddedPODArray<UInt64> & offsets;
const size_t size;
size_t current_offset;
size_t current_row;
};
Iterator begin() const { return Iterator(getOffsetsData(), _size, 0, 0); }
Iterator end() const { return Iterator(getOffsetsData(), _size, getOffsetsData().size(), _size); }
Iterator getIterator(size_t n) const;
private:
using Inserter = std::function<void(IColumn &)>;
/// Inserts value to 'values' column via callback.
/// Properly handles cases, when inserted value is default.
/// Used, when it's unknown in advance if inserted value is default.
void insertSingleValue(const Inserter & inserter);
/// Contains default value at 0 position.
/// It's convenient, because it allows to execute, e.g functions or sorting,
/// for this column without handling different cases.
WrappedPtr values;
/// Sorted offsets of non-default values in the full column.
/// 'offsets[i]' corresponds to 'values[i + 1]'.
WrappedPtr offsets;
size_t _size; /// NOLINT
};
ColumnPtr recursiveRemoveSparse(const ColumnPtr & column);
}
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