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508 lines
15 KiB
C++
508 lines
15 KiB
C++
#include <Common/Arena.h>
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#include <Common/SipHash.h>
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#include <Common/NaNUtils.h>
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#include <Common/typeid_cast.h>
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#include <Common/assert_cast.h>
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#include <Common/WeakHash.h>
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#include <Columns/ColumnNullable.h>
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#include <Columns/ColumnConst.h>
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#include <DataStreams/ColumnGathererStream.h>
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namespace DB
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{
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namespace ErrorCodes
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{
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extern const int NOT_IMPLEMENTED;
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extern const int LOGICAL_ERROR;
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extern const int ILLEGAL_COLUMN;
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extern const int SIZES_OF_NESTED_COLUMNS_ARE_INCONSISTENT;
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}
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ColumnNullable::ColumnNullable(MutableColumnPtr && nested_column_, MutableColumnPtr && null_map_)
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: nested_column(std::move(nested_column_)), null_map(std::move(null_map_))
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{
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/// ColumnNullable cannot have constant nested column. But constant argument could be passed. Materialize it.
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nested_column = getNestedColumn().convertToFullColumnIfConst();
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if (!getNestedColumn().canBeInsideNullable())
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throw Exception{getNestedColumn().getName() + " cannot be inside Nullable column", ErrorCodes::ILLEGAL_COLUMN};
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if (isColumnConst(*null_map))
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throw Exception{"ColumnNullable cannot have constant null map", ErrorCodes::ILLEGAL_COLUMN};
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}
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void ColumnNullable::updateHashWithValue(size_t n, SipHash & hash) const
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{
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const auto & arr = getNullMapData();
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hash.update(arr[n]);
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if (arr[n] == 0)
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getNestedColumn().updateHashWithValue(n, hash);
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}
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void ColumnNullable::updateWeakHash32(WeakHash32 & hash) const
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{
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auto s = size();
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if (hash.getData().size() != s)
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throw Exception("Size of WeakHash32 does not match size of column: column size is " + std::to_string(s) +
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", hash size is " + std::to_string(hash.getData().size()), ErrorCodes::LOGICAL_ERROR);
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WeakHash32 old_hash = hash;
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nested_column->updateWeakHash32(hash);
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auto & null_map_data = getNullMapData();
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auto & hash_data = hash.getData();
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auto & old_hash_data = old_hash.getData();
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/// Use old data for nulls.
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for (size_t row = 0; row < s; ++row)
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if (null_map_data[row])
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hash_data[row] = old_hash_data[row];
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}
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MutableColumnPtr ColumnNullable::cloneResized(size_t new_size) const
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{
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MutableColumnPtr new_nested_col = getNestedColumn().cloneResized(new_size);
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auto new_null_map = ColumnUInt8::create();
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if (new_size > 0)
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{
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new_null_map->getData().resize(new_size);
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size_t count = std::min(size(), new_size);
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memcpy(new_null_map->getData().data(), getNullMapData().data(), count * sizeof(getNullMapData()[0]));
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/// If resizing to bigger one, set all new values to NULLs.
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if (new_size > count)
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memset(&new_null_map->getData()[count], 1, new_size - count);
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}
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return ColumnNullable::create(std::move(new_nested_col), std::move(new_null_map));
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}
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Field ColumnNullable::operator[](size_t n) const
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{
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return isNullAt(n) ? Null() : getNestedColumn()[n];
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}
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void ColumnNullable::get(size_t n, Field & res) const
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{
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if (isNullAt(n))
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res = Null();
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else
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getNestedColumn().get(n, res);
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}
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StringRef ColumnNullable::getDataAt(size_t /*n*/) const
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{
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throw Exception{"Method getDataAt is not supported for " + getName(), ErrorCodes::NOT_IMPLEMENTED};
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}
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void ColumnNullable::insertData(const char * pos, size_t length)
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{
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if (pos == nullptr)
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{
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getNestedColumn().insertDefault();
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getNullMapData().push_back(1);
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}
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else
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{
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getNestedColumn().insertData(pos, length);
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getNullMapData().push_back(0);
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}
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}
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StringRef ColumnNullable::serializeValueIntoArena(size_t n, Arena & arena, char const *& begin) const
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{
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const auto & arr = getNullMapData();
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static constexpr auto s = sizeof(arr[0]);
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auto pos = arena.allocContinue(s, begin);
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memcpy(pos, &arr[n], s);
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if (arr[n])
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return StringRef(pos, s);
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auto nested_ref = getNestedColumn().serializeValueIntoArena(n, arena, begin);
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/// serializeValueIntoArena may reallocate memory. Have to use ptr from nested_ref.data and move it back.
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return StringRef(nested_ref.data - s, nested_ref.size + s);
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}
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const char * ColumnNullable::deserializeAndInsertFromArena(const char * pos)
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{
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UInt8 val = unalignedLoad<UInt8>(pos);
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pos += sizeof(val);
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getNullMapData().push_back(val);
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if (val == 0)
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pos = getNestedColumn().deserializeAndInsertFromArena(pos);
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else
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getNestedColumn().insertDefault();
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return pos;
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}
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void ColumnNullable::insertRangeFrom(const IColumn & src, size_t start, size_t length)
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{
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const ColumnNullable & nullable_col = assert_cast<const ColumnNullable &>(src);
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getNullMapColumn().insertRangeFrom(*nullable_col.null_map, start, length);
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getNestedColumn().insertRangeFrom(*nullable_col.nested_column, start, length);
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}
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void ColumnNullable::insert(const Field & x)
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{
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if (x.isNull())
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{
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getNestedColumn().insertDefault();
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getNullMapData().push_back(1);
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}
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else
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{
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getNestedColumn().insert(x);
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getNullMapData().push_back(0);
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}
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}
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void ColumnNullable::insertFrom(const IColumn & src, size_t n)
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{
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const ColumnNullable & src_concrete = assert_cast<const ColumnNullable &>(src);
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getNestedColumn().insertFrom(src_concrete.getNestedColumn(), n);
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getNullMapData().push_back(src_concrete.getNullMapData()[n]);
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}
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void ColumnNullable::insertFromNotNullable(const IColumn & src, size_t n)
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{
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getNestedColumn().insertFrom(src, n);
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getNullMapData().push_back(0);
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}
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void ColumnNullable::insertRangeFromNotNullable(const IColumn & src, size_t start, size_t length)
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{
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getNestedColumn().insertRangeFrom(src, start, length);
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getNullMapData().resize_fill(getNullMapData().size() + length, 0);
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}
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void ColumnNullable::insertManyFromNotNullable(const IColumn & src, size_t position, size_t length)
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{
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for (size_t i = 0; i < length; ++i)
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insertFromNotNullable(src, position);
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}
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void ColumnNullable::popBack(size_t n)
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{
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getNestedColumn().popBack(n);
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getNullMapColumn().popBack(n);
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}
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ColumnPtr ColumnNullable::filter(const Filter & filt, ssize_t result_size_hint) const
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{
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ColumnPtr filtered_data = getNestedColumn().filter(filt, result_size_hint);
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ColumnPtr filtered_null_map = getNullMapColumn().filter(filt, result_size_hint);
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return ColumnNullable::create(filtered_data, filtered_null_map);
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}
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ColumnPtr ColumnNullable::permute(const Permutation & perm, size_t limit) const
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{
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ColumnPtr permuted_data = getNestedColumn().permute(perm, limit);
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ColumnPtr permuted_null_map = getNullMapColumn().permute(perm, limit);
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return ColumnNullable::create(permuted_data, permuted_null_map);
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}
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ColumnPtr ColumnNullable::index(const IColumn & indexes, size_t limit) const
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{
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ColumnPtr indexed_data = getNestedColumn().index(indexes, limit);
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ColumnPtr indexed_null_map = getNullMapColumn().index(indexes, limit);
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return ColumnNullable::create(indexed_data, indexed_null_map);
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}
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int ColumnNullable::compareAt(size_t n, size_t m, const IColumn & rhs_, int null_direction_hint) const
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{
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/// NULL values share the properties of NaN values.
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/// Here the last parameter of compareAt is called null_direction_hint
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/// instead of the usual nan_direction_hint and is used to implement
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/// the ordering specified by either NULLS FIRST or NULLS LAST in the
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/// ORDER BY construction.
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const ColumnNullable & nullable_rhs = assert_cast<const ColumnNullable &>(rhs_);
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bool lval_is_null = isNullAt(n);
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bool rval_is_null = nullable_rhs.isNullAt(m);
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if (unlikely(lval_is_null || rval_is_null))
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{
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if (lval_is_null && rval_is_null)
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return 0;
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else
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return lval_is_null ? null_direction_hint : -null_direction_hint;
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}
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const IColumn & nested_rhs = nullable_rhs.getNestedColumn();
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return getNestedColumn().compareAt(n, m, nested_rhs, null_direction_hint);
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}
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void ColumnNullable::getPermutation(bool reverse, size_t limit, int null_direction_hint, Permutation & res) const
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{
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/// Cannot pass limit because of unknown amount of NULLs.
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getNestedColumn().getPermutation(reverse, 0, null_direction_hint, res);
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if ((null_direction_hint > 0) != reverse)
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{
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/// Shift all NULL values to the end.
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size_t read_idx = 0;
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size_t write_idx = 0;
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size_t end_idx = res.size();
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if (!limit)
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limit = end_idx;
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else
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limit = std::min(end_idx, limit);
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while (read_idx < limit && !isNullAt(res[read_idx]))
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{
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++read_idx;
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++write_idx;
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}
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++read_idx;
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/// Invariants:
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/// write_idx < read_idx
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/// write_idx points to NULL
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/// read_idx will be incremented to position of next not-NULL
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/// there are range of NULLs between write_idx and read_idx - 1,
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/// We are moving elements from end to begin of this range,
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/// so range will "bubble" towards the end.
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/// Relative order of NULL elements could be changed,
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/// but relative order of non-NULLs is preserved.
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while (read_idx < end_idx && write_idx < limit)
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{
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if (!isNullAt(res[read_idx]))
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{
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std::swap(res[read_idx], res[write_idx]);
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++write_idx;
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}
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++read_idx;
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}
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}
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else
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{
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/// Shift all NULL values to the beginning.
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ssize_t read_idx = res.size() - 1;
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ssize_t write_idx = res.size() - 1;
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while (read_idx >= 0 && !isNullAt(res[read_idx]))
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{
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--read_idx;
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--write_idx;
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}
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--read_idx;
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while (read_idx >= 0 && write_idx >= 0)
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{
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if (!isNullAt(res[read_idx]))
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{
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std::swap(res[read_idx], res[write_idx]);
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--write_idx;
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}
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--read_idx;
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}
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}
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}
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void ColumnNullable::gather(ColumnGathererStream & gatherer)
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{
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gatherer.gather(*this);
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}
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void ColumnNullable::reserve(size_t n)
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{
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getNestedColumn().reserve(n);
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getNullMapData().reserve(n);
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}
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size_t ColumnNullable::byteSize() const
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{
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return getNestedColumn().byteSize() + getNullMapColumn().byteSize();
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}
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size_t ColumnNullable::allocatedBytes() const
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{
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return getNestedColumn().allocatedBytes() + getNullMapColumn().allocatedBytes();
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}
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void ColumnNullable::protect()
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{
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getNestedColumn().protect();
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getNullMapColumn().protect();
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}
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namespace
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{
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/// The following function implements a slightly more general version
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/// of getExtremes() than the implementation from ColumnVector.
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/// It takes into account the possible presence of nullable values.
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template <typename T>
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void getExtremesFromNullableContent(const ColumnVector<T> & col, const NullMap & null_map, Field & min, Field & max)
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{
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const auto & data = col.getData();
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size_t size = data.size();
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if (size == 0)
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{
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min = Null();
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max = Null();
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return;
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}
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bool has_not_null = false;
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bool has_not_nan = false;
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T cur_min = 0;
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T cur_max = 0;
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for (size_t i = 0; i < size; ++i)
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{
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const T x = data[i];
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if (null_map[i])
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continue;
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if (!has_not_null)
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{
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cur_min = x;
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cur_max = x;
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has_not_null = true;
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has_not_nan = !isNaN(x);
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continue;
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}
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if (isNaN(x))
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continue;
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if (!has_not_nan)
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{
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cur_min = x;
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cur_max = x;
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has_not_nan = true;
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continue;
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}
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if (x < cur_min)
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cur_min = x;
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else if (x > cur_max)
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cur_max = x;
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}
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if (has_not_null)
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{
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min = cur_min;
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max = cur_max;
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}
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}
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}
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void ColumnNullable::getExtremes(Field & min, Field & max) const
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{
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min = Null();
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max = Null();
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const auto & null_map_data = getNullMapData();
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if (const auto col_i8 = typeid_cast<const ColumnInt8 *>(nested_column.get()))
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getExtremesFromNullableContent<Int8>(*col_i8, null_map_data, min, max);
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else if (const auto col_i16 = typeid_cast<const ColumnInt16 *>(nested_column.get()))
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getExtremesFromNullableContent<Int16>(*col_i16, null_map_data, min, max);
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else if (const auto col_i32 = typeid_cast<const ColumnInt32 *>(nested_column.get()))
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getExtremesFromNullableContent<Int32>(*col_i32, null_map_data, min, max);
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else if (const auto col_i64 = typeid_cast<const ColumnInt64 *>(nested_column.get()))
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getExtremesFromNullableContent<Int64>(*col_i64, null_map_data, min, max);
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else if (const auto col_u8 = typeid_cast<const ColumnUInt8 *>(nested_column.get()))
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getExtremesFromNullableContent<UInt8>(*col_u8, null_map_data, min, max);
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else if (const auto col_u16 = typeid_cast<const ColumnUInt16 *>(nested_column.get()))
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getExtremesFromNullableContent<UInt16>(*col_u16, null_map_data, min, max);
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else if (const auto col_u32 = typeid_cast<const ColumnUInt32 *>(nested_column.get()))
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getExtremesFromNullableContent<UInt32>(*col_u32, null_map_data, min, max);
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else if (const auto col_u64 = typeid_cast<const ColumnUInt64 *>(nested_column.get()))
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getExtremesFromNullableContent<UInt64>(*col_u64, null_map_data, min, max);
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else if (const auto col_f32 = typeid_cast<const ColumnFloat32 *>(nested_column.get()))
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getExtremesFromNullableContent<Float32>(*col_f32, null_map_data, min, max);
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else if (const auto col_f64 = typeid_cast<const ColumnFloat64 *>(nested_column.get()))
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getExtremesFromNullableContent<Float64>(*col_f64, null_map_data, min, max);
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}
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ColumnPtr ColumnNullable::replicate(const Offsets & offsets) const
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{
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ColumnPtr replicated_data = getNestedColumn().replicate(offsets);
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ColumnPtr replicated_null_map = getNullMapColumn().replicate(offsets);
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return ColumnNullable::create(replicated_data, replicated_null_map);
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}
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template <bool negative>
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void ColumnNullable::applyNullMapImpl(const ColumnUInt8 & map)
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{
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NullMap & arr1 = getNullMapData();
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const NullMap & arr2 = map.getData();
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if (arr1.size() != arr2.size())
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throw Exception{"Inconsistent sizes of ColumnNullable objects", ErrorCodes::LOGICAL_ERROR};
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for (size_t i = 0, size = arr1.size(); i < size; ++i)
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arr1[i] |= negative ^ arr2[i];
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}
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void ColumnNullable::applyNullMap(const ColumnUInt8 & map)
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{
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applyNullMapImpl<false>(map);
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}
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void ColumnNullable::applyNegatedNullMap(const ColumnUInt8 & map)
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{
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applyNullMapImpl<true>(map);
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}
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void ColumnNullable::applyNullMap(const ColumnNullable & other)
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{
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applyNullMap(other.getNullMapColumn());
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}
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void ColumnNullable::checkConsistency() const
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{
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if (null_map->size() != getNestedColumn().size())
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throw Exception("Logical error: Sizes of nested column and null map of Nullable column are not equal",
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ErrorCodes::SIZES_OF_NESTED_COLUMNS_ARE_INCONSISTENT);
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}
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ColumnPtr makeNullable(const ColumnPtr & column)
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{
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if (isColumnNullable(*column))
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return column;
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if (isColumnConst(*column))
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return ColumnConst::create(makeNullable(assert_cast<const ColumnConst &>(*column).getDataColumnPtr()), column->size());
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return ColumnNullable::create(column, ColumnUInt8::create(column->size(), 0));
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}
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}
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