#pragma once #include #include namespace DB { using NullValuesByteMap = PaddedPODArray; /// Class that specifies nullable columns. A nullable column represents /// a column, which may have any type, provided with the possibility of /// storing NULL values. For this purpose, a ColumNullable object stores /// an ordinary column along with a special column, namely a byte map, /// whose type is ColumnUInt8. The latter column indicates whether the /// value of a given row is a NULL or not. Such a design is preferred /// over a bitmap because columns are usually stored on disk as compressed /// files. In this regard, using a bitmap instead of a byte map would /// greatly complicate the implementation with little to no benefits. class ColumnNullable final : public IColumn { public: ColumnNullable(ColumnPtr nested_column_, ColumnPtr null_map_); std::string getName() const override { return "ColumnNullable(" + nested_column->getName() + ")"; } bool isNumeric() const override { return nested_column->isNumeric(); } bool isNumericNotNullable() const override { return false; } bool isConst() const override { return nested_column->isConst(); } bool isFixed() const override { return nested_column->isFixed(); } bool isNullable() const override { return true; } ColumnPtr cloneResized(size_t size) const override; size_t size() const override { return nested_column->size(); } bool isNullAt(size_t n) const { return static_cast(*null_map).getData()[n] != 0;} Field operator[](size_t n) const override; void get(size_t n, Field & res) const override; UInt64 get64(size_t n) const override { return nested_column->get64(n); } StringRef getDataAt(size_t n) const override; void insertData(const char * pos, size_t length) override; StringRef serializeValueIntoArena(size_t n, Arena & arena, char const *& begin) const override; const char * deserializeAndInsertFromArena(const char * pos) 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 { nested_column->insertDefault(); getNullMap().push_back(1); } void popBack(size_t n) override; ColumnPtr filter(const Filter & filt, ssize_t result_size_hint) const override; ColumnPtr permute(const Permutation & perm, size_t limit) const override; int compareAt(size_t n, size_t m, const IColumn & rhs_, int null_direction_hint) const override; void getPermutation(bool reverse, size_t limit, Permutation & res) const override; void reserve(size_t n) override; size_t byteSize() const override; size_t allocatedSize() const override; ColumnPtr replicate(const Offsets_t & replicate_offsets) const override; ColumnPtr convertToFullColumnIfConst() const override; void updateHashWithValue(size_t n, SipHash & hash) const override; void getExtremes(Field & min, Field & max) const override; Columns scatter(ColumnIndex num_columns, const Selector & selector) const override { return scatterImpl(num_columns, selector); } /// Return the column that represents values. ColumnPtr & getNestedColumn() { return nested_column; } const ColumnPtr & getNestedColumn() const { return nested_column; } /// Return the column that represents the byte map. ColumnPtr & getNullMapColumn() { return null_map; } const ColumnPtr & getNullMapColumn() const { return null_map; } ColumnUInt8 & getNullMapConcreteColumn() { return static_cast(*null_map); } const ColumnUInt8 & getNullMapConcreteColumn() const { return static_cast(*null_map); } ColumnUInt8::Container_t & getNullMap() { return getNullMapConcreteColumn().getData(); } const ColumnUInt8::Container_t & getNullMap() const { return getNullMapConcreteColumn().getData(); } /// Apply the null byte map of a specified nullable column onto the /// null byte map of the current column by performing an element-wise OR /// between both byte maps. This method is used to determine the null byte /// map of the result column of a function taking one or more nullable /// columns. void applyNullValuesByteMap(const ColumnNullable & other); void applyNullValuesByteMap(const ColumnUInt8 & map); private: ColumnPtr nested_column; ColumnPtr null_map; }; }