#include namespace DB { namespace ErrorCodes { extern const int LOGICAL_ERROR; } ColumnNullable::ColumnNullable(ColumnPtr nested_column_) : nested_column{nested_column_} { if (nested_column->isNullable()) throw Exception{"A nullable column cannot contain another nullable column", ErrorCodes::LOGICAL_ERROR}; } ColumnNullable::ColumnNullable(ColumnPtr nested_column_, bool fill_with_nulls) : nested_column{nested_column_}, null_map{std::make_shared()} { if (nested_column->isNullable()) throw Exception{"A nullable column cannot contain another nullable column", ErrorCodes::LOGICAL_ERROR}; size_t n = nested_column->size(); if (n > 0) getNullMapContent().getData().resize_fill(n, (fill_with_nulls ? 1 : 0)); } std::string ColumnNullable::getName() const { return "ColumnNullable(" + nested_column->getName() + ")"; } bool ColumnNullable::isNullable() const { return true; } ColumnPtr ColumnNullable::convertToFullColumnIfConst() const { ColumnPtr new_col_holder; if (auto full_col = nested_column->convertToFullColumnIfConst()) { new_col_holder = std::make_shared(full_col); ColumnNullable & new_col = static_cast(*new_col_holder); new_col.null_map = null_map; } return new_col_holder; } void ColumnNullable::updateHashWithValue(size_t n, SipHash & hash) const { const auto & arr = getNullMapContent().getData(); hash.update(reinterpret_cast(&arr[n]), sizeof(arr[0])); if (arr[n] == 0) nested_column->updateHashWithValue(n, hash); } ColumnPtr ColumnNullable::cloneResized(size_t size) const { ColumnPtr new_col_holder = std::make_shared(nested_column->cloneResized(size)); auto & new_col = static_cast(*new_col_holder); new_col.null_map = getNullMapContent().cloneResized(size); return new_col_holder; } size_t ColumnNullable::size() const { return nested_column->size(); } Field ColumnNullable::operator[](size_t n) const { if (isNullAt(n)) return Field{}; else { const IColumn & col = *nested_column; return col[n]; } } void ColumnNullable::get(size_t n, Field & res) const { if (isNullAt(n)) res = Field{}; else nested_column->get(n, res); } UInt64 ColumnNullable::get64(size_t n) const { return nested_column->get64(n); } StringRef ColumnNullable::getDataAt(size_t n) const { throw Exception{"Method getDataAt is not supported for " + getName(), ErrorCodes::NOT_IMPLEMENTED}; } void ColumnNullable::insertData(const char * pos, size_t length) { throw Exception{"Method insertData is not supported for " + getName(), ErrorCodes::NOT_IMPLEMENTED}; } StringRef ColumnNullable::serializeValueIntoArena(size_t n, Arena & arena, char const *& begin) const { const auto & arr = getNullMapContent().getData(); static constexpr auto s = sizeof(arr[0]); auto pos = arena.allocContinue(s, begin); memcpy(pos, &arr[n], s); if (arr[n] == 0) return nested_column->serializeValueIntoArena(n, arena, begin); else return StringRef{pos, s}; } const char * ColumnNullable::deserializeAndInsertFromArena(const char * pos) { UInt8 val = *reinterpret_cast(pos); const auto next_pos = pos + sizeof(val); getNullMapContent().insert(val); if (val == 0) return nested_column->deserializeAndInsertFromArena(pos + sizeof(next_pos)); else return next_pos; } void ColumnNullable::insertRangeFrom(const IColumn & src, size_t start, size_t length) { const ColumnNullable & nullable_col = static_cast(src); getNullMapContent().insertRangeFrom(*nullable_col.null_map, start, length); nested_column->insertRangeFrom(*nullable_col.nested_column, start, length); } void ColumnNullable::insert(const Field & x) { if (x.isNull()) { nested_column->insertDefault(); getNullMapContent().insert(1); } else { nested_column->insert(x); getNullMapContent().insert(0); } } void ColumnNullable::insertDefault() { nested_column->insertDefault(); getNullMapContent().insert(0); } void ColumnNullable::popBack(size_t n) { nested_column->popBack(n); getNullMapContent().popBack(n); } ColumnPtr ColumnNullable::filter(const Filter & filt, ssize_t result_size_hint) const { ColumnPtr new_data = nested_column->filter(filt, result_size_hint); ColumnPtr filtered_col_holder = std::make_shared(new_data); ColumnNullable & filtered_col = static_cast(*filtered_col_holder); filtered_col.null_map = getNullMapContent().filter(filt, result_size_hint); return filtered_col_holder; } ColumnPtr ColumnNullable::permute(const Permutation & perm, size_t limit) const { ColumnPtr new_data = nested_column->permute(perm, limit); ColumnPtr permuted_col_holder = std::make_shared(new_data); ColumnNullable & permuted_col = static_cast(*permuted_col_holder); permuted_col.null_map = getNullMapContent().permute(perm, limit); return permuted_col_holder; } int ColumnNullable::compareAt(size_t n, size_t m, const IColumn & rhs_, int null_direction_hint) const { const ColumnNullable & nullable_rhs = static_cast(rhs_); bool lval_is_null = isNullAt(n); bool rval_is_null = nullable_rhs.isNullAt(m); /// Two null values are equal. if (lval_is_null && rval_is_null) return 0; /// The null value is always lesser than any value. if (lval_is_null) return -1; /// A non-null value is always greater than the null value. if (rval_is_null) return 1; const IColumn & nested_rhs = *(nullable_rhs.getNestedColumn()); return nested_column->compareAt(n, m, nested_rhs, null_direction_hint); } void ColumnNullable::getPermutation(bool reverse, size_t limit, Permutation & res) const { nested_column->getPermutation(reverse, limit, res); size_t s = res.size(); /// Since we have created a permutation "res" that sorts a subset of the column values /// and some of these values may actually be nulls, there is no guarantee that /// these null values are well positioned. So we create a permutation "p" which /// operates on the result of "res" by moving all the null values to the required /// direction and leaving the order of the remaining elements unchanged. /// Create the permutation p. Permutation p; p.resize(s); size_t pos_left = 0; size_t pos_right = s - 1; if (reverse) { /// Move the null elements to the right. for (size_t i = 0; i < s; ++i) { if (isNullAt(res[i])) { p[i] = pos_right; --pos_right; } else { p[i] = pos_left; ++pos_left; } } } else { /// Move the null elements to the left. for (size_t i = 0; i < s; ++i) { size_t j = s - i - 1; if (isNullAt(res[j])) { p[j] = pos_left; ++pos_left; } else { p[j] = pos_right; --pos_right; } } } /// Combine the permutations res and p. Permutation res2; res2.resize(s); for (size_t i = 0; i < s; ++i) res2[i] = res[p[i]]; res = std::move(res2); } void ColumnNullable::reserve(size_t n) { nested_column->reserve(n); getNullMapContent().reserve(n); } size_t ColumnNullable::byteSize() const { return nested_column->byteSize() + getNullMapContent().byteSize(); } namespace { /// The following function implements a slightly more general version /// of getExtremes() than the implementation from ColumnVector. /// It takes into account the possible presence of nullable values. template void getExtremesFromNullableContent(const ColumnVector & col, const NullValuesByteMap & null_map, Field & min, Field & max) { const auto & data = col.getData(); size_t size = data.size(); if (size == 0) { min = typename NearestFieldType::Type(0); max = typename NearestFieldType::Type(0); return; } size_t min_i = 0; for (; min_i < size; ++min_i) { if (null_map[min_i] == 0) break; } if (min_i == size) { min = Field{}; max = Field{}; return; } T cur_min = data[min_i]; T cur_max = data[min_i]; for (size_t i = min_i + 1; i < size; ++i) { if (null_map[i] != 0) continue; if (data[i] < cur_min) cur_min = data[i]; if (data[i] > cur_max) cur_max = data[i]; } min = typename NearestFieldType::Type(cur_min); max = typename NearestFieldType::Type(cur_max); } } void ColumnNullable::getExtremes(Field & min, Field & max) const { if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else if (const auto col = typeid_cast(nested_column.get())) getExtremesFromNullableContent(*col, getNullMapContent().getData(), min, max); else nested_column->getExtremes(min, max); } ColumnPtr ColumnNullable::replicate(const Offsets_t & offsets) const { ColumnPtr replicated_col_holder = std::make_shared(nested_column->replicate(offsets)); ColumnNullable & replicated_col = static_cast(*replicated_col_holder); replicated_col.null_map = getNullMapContent().replicate(offsets); return replicated_col_holder; } ColumnPtr & ColumnNullable::getNestedColumn() { return nested_column; } const ColumnPtr & ColumnNullable::getNestedColumn() const { return nested_column; } ColumnPtr & ColumnNullable::getNullValuesByteMap() { return null_map; } const ColumnPtr & ColumnNullable::getNullValuesByteMap() const { return null_map; } void ColumnNullable::applyNullValuesByteMap(const ColumnNullable & other) { NullValuesByteMap & arr1 = getNullMapContent().getData(); const NullValuesByteMap & arr2 = other.getNullMapContent().getData(); if (arr1.size() != arr2.size()) throw Exception{"Inconsistent sizes", ErrorCodes::LOGICAL_ERROR}; for (size_t i = 0; i < arr1.size(); ++i) arr1[i] |= arr2[i]; } bool ColumnNullable::isNullAt(size_t n) const { auto & arr = getNullMapContent().getData(); return arr[n] != 0; } ColumnUInt8 & ColumnNullable::getNullMapContent() { return static_cast(*null_map); } const ColumnUInt8 & ColumnNullable::getNullMapContent() const { return static_cast(*null_map); } }