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#include <Common/Exception.h>
#include <Common/FieldVisitorToString.h>
#include <Core/Block.h>
#include <IO/WriteBufferFromString.h>
#include <IO/Operators.h>
#include <Common/assert_cast.h>
#include <Columns/ColumnAggregateFunction.h>
#include <Columns/ColumnConst.h>
#include <Columns/ColumnSparse.h>
#include <iterator>
#include <base/sort.h>
#include <boost/algorithm/string.hpp>
namespace DB
{
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
extern const int POSITION_OUT_OF_BOUND;
extern const int NOT_FOUND_COLUMN_IN_BLOCK;
extern const int SIZES_OF_COLUMNS_DOESNT_MATCH;
extern const int AMBIGUOUS_COLUMN_NAME;
}
template <typename ReturnType, typename... FmtArgs>
static ReturnType onError(int code [[maybe_unused]],
FormatStringHelper<FmtArgs...> fmt_string [[maybe_unused]],
FmtArgs && ...fmt_args [[maybe_unused]])
{
if constexpr (std::is_same_v<ReturnType, void>)
throw Exception(code, std::move(fmt_string), std::forward<FmtArgs>(fmt_args)...);
else
return false;
}
template <typename ReturnType>
static ReturnType checkColumnStructure(const ColumnWithTypeAndName & actual, const ColumnWithTypeAndName & expected,
std::string_view context_description, bool allow_materialize, int code)
{
if (actual.name != expected.name)
return onError<ReturnType>(code, "Block structure mismatch in {} stream: different names of columns:\n{}\n{}",
context_description, actual.dumpStructure(), expected.dumpStructure());
if ((actual.type && !expected.type) || (!actual.type && expected.type)
|| (actual.type && expected.type && !actual.type->equals(*expected.type)))
return onError<ReturnType>(code, "Block structure mismatch in {} stream: different types:\n{}\n{}",
context_description, actual.dumpStructure(), expected.dumpStructure());
if (!actual.column || !expected.column)
return ReturnType(true);
const IColumn * actual_column = actual.column.get();
/// If we allow to materialize, and expected column is not const or sparse, then unwrap actual column.
if (allow_materialize)
{
if (!isColumnConst(*expected.column))
if (const auto * column_const = typeid_cast<const ColumnConst *>(actual_column))
actual_column = &column_const->getDataColumn();
if (!expected.column->isSparse())
if (const auto * column_sparse = typeid_cast<const ColumnSparse *>(actual_column))
actual_column = &column_sparse->getValuesColumn();
}
const auto * actual_column_maybe_agg = typeid_cast<const ColumnAggregateFunction *>(actual_column);
const auto * expected_column_maybe_agg = typeid_cast<const ColumnAggregateFunction *>(expected.column.get());
if (actual_column_maybe_agg && expected_column_maybe_agg)
{
if (!actual_column_maybe_agg->getAggregateFunction()->haveSameStateRepresentation(*expected_column_maybe_agg->getAggregateFunction()))
return onError<ReturnType>(code,
"Block structure mismatch in {} stream: different columns:\n{}\n{}",
context_description,
actual.dumpStructure(),
expected.dumpStructure());
}
else if (actual_column->getName() != expected.column->getName())
return onError<ReturnType>(code,
"Block structure mismatch in {} stream: different columns:\n{}\n{}",
context_description,
actual.dumpStructure(),
expected.dumpStructure());
if (isColumnConst(*actual.column) && isColumnConst(*expected.column)
&& !actual.column->empty() && !expected.column->empty()) /// don't check values in empty columns
{
Field actual_value = assert_cast<const ColumnConst &>(*actual.column).getField();
Field expected_value = assert_cast<const ColumnConst &>(*expected.column).getField();
if (actual_value != expected_value)
return onError<ReturnType>(code,
"Block structure mismatch in {} stream: different values of constants in column '{}': actual: {}, expected: {}",
context_description,
actual.name,
applyVisitor(FieldVisitorToString(), actual_value),
applyVisitor(FieldVisitorToString(), expected_value));
}
return ReturnType(true);
}
template <typename ReturnType>
static ReturnType checkBlockStructure(const Block & lhs, const Block & rhs, std::string_view context_description, bool allow_materialize)
{
size_t columns = rhs.columns();
if (lhs.columns() != columns)
return onError<ReturnType>(ErrorCodes::LOGICAL_ERROR, "Block structure mismatch in {} stream: different number of columns:\n{}\n{}",
context_description, lhs.dumpStructure(), rhs.dumpStructure());
for (size_t i = 0; i < columns; ++i)
{
const auto & actual = lhs.getByPosition(i);
const auto & expected = rhs.getByPosition(i);
if constexpr (std::is_same_v<ReturnType, bool>)
{
if (!checkColumnStructure<ReturnType>(actual, expected, context_description, allow_materialize, ErrorCodes::LOGICAL_ERROR))
return false;
}
else
checkColumnStructure<ReturnType>(actual, expected, context_description, allow_materialize, ErrorCodes::LOGICAL_ERROR);
}
return ReturnType(true);
}
Block::Block(std::initializer_list<ColumnWithTypeAndName> il) : data{il}
{
initializeIndexByName();
}
Block::Block(const ColumnsWithTypeAndName & data_) : data{data_}
{
initializeIndexByName();
}
Block::Block(ColumnsWithTypeAndName && data_) : data{std::move(data_)}
{
initializeIndexByName();
}
void Block::initializeIndexByName()
{
for (size_t i = 0, size = data.size(); i < size; ++i)
index_by_name.emplace(data[i].name, i);
}
void Block::reserve(size_t count)
{
index_by_name.reserve(count);
data.reserve(count);
}
void Block::insert(size_t position, ColumnWithTypeAndName elem)
{
if (position > data.size())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position out of bound in Block::insert(), max position = {}",
data.size());
if (elem.name.empty())
throw Exception(ErrorCodes::AMBIGUOUS_COLUMN_NAME, "Column name in Block cannot be empty");
auto [new_it, inserted] = index_by_name.emplace(elem.name, position);
if (!inserted)
checkColumnStructure<void>(data[new_it->second], elem,
"(columns with identical name must have identical structure)", true, ErrorCodes::AMBIGUOUS_COLUMN_NAME);
for (auto it = index_by_name.begin(); it != index_by_name.end(); ++it)
{
if (it->second >= position && (!inserted || it != new_it))
++it->second;
}
data.emplace(data.begin() + position, std::move(elem));
}
void Block::insert(ColumnWithTypeAndName elem)
{
if (elem.name.empty())
throw Exception(ErrorCodes::AMBIGUOUS_COLUMN_NAME, "Column name in Block cannot be empty");
auto [it, inserted] = index_by_name.emplace(elem.name, data.size());
if (!inserted)
checkColumnStructure<void>(data[it->second], elem,
"(columns with identical name must have identical structure)", true, ErrorCodes::AMBIGUOUS_COLUMN_NAME);
data.emplace_back(std::move(elem));
}
void Block::insertUnique(ColumnWithTypeAndName elem)
{
if (elem.name.empty())
throw Exception(ErrorCodes::AMBIGUOUS_COLUMN_NAME, "Column name in Block cannot be empty");
if (index_by_name.end() == index_by_name.find(elem.name))
insert(std::move(elem));
}
void Block::erase(const std::set<size_t> & positions)
{
for (auto it = positions.rbegin(); it != positions.rend(); ++it)
erase(*it);
}
void Block::erase(size_t position)
{
if (data.empty())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Block is empty");
if (position >= data.size())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position out of bound in Block::erase(), max position = {}",
data.size() - 1);
eraseImpl(position);
}
void Block::eraseImpl(size_t position)
{
data.erase(data.begin() + position);
for (auto it = index_by_name.begin(); it != index_by_name.end();)
{
if (it->second == position)
it = index_by_name.erase(it);
else
{
if (it->second > position)
--it->second;
++it;
}
}
}
void Block::erase(const String & name)
{
auto index_it = index_by_name.find(name);
if (index_it == index_by_name.end())
throw Exception(ErrorCodes::NOT_FOUND_COLUMN_IN_BLOCK, "No such name in Block::erase(): '{}'", name);
eraseImpl(index_it->second);
}
ColumnWithTypeAndName & Block::safeGetByPosition(size_t position)
{
if (data.empty())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Block is empty");
if (position >= data.size())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position {} is out of bound in Block::safeGetByPosition(), "
"max position = {}, there are columns: {}", toString(position), toString(data.size() - 1), dumpNames());
return data[position];
}
const ColumnWithTypeAndName & Block::safeGetByPosition(size_t position) const
{
if (data.empty())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Block is empty");
if (position >= data.size())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position {} is out of bound in Block::safeGetByPosition(), "
"max position = {}, there are columns: {}", toString(position), toString(data.size() - 1), dumpNames());
return data[position];
}
const ColumnWithTypeAndName * Block::findByName(const std::string & name, bool case_insensitive) const
{
if (case_insensitive)
{
auto found = std::find_if(data.begin(), data.end(), [&](const auto & column) { return boost::iequals(column.name, name); });
if (found == data.end())
{
return nullptr;
}
return &*found;
}
auto it = index_by_name.find(name);
if (index_by_name.end() == it)
{
return nullptr;
}
return &data[it->second];
}
const ColumnWithTypeAndName & Block::getByName(const std::string & name, bool case_insensitive) const
{
const auto * result = findByName(name, case_insensitive);
if (!result)
throw Exception(ErrorCodes::NOT_FOUND_COLUMN_IN_BLOCK, "Not found column {} in block. There are only columns: {}",
name, dumpNames());
return *result;
}
bool Block::has(const std::string & name, bool case_insensitive) const
{
if (case_insensitive)
return std::find_if(data.begin(), data.end(), [&](const auto & column) { return boost::iequals(column.name, name); })
!= data.end();
return index_by_name.end() != index_by_name.find(name);
}
size_t Block::getPositionByName(const std::string & name) const
{
auto it = index_by_name.find(name);
if (index_by_name.end() == it)
throw Exception(ErrorCodes::NOT_FOUND_COLUMN_IN_BLOCK, "Not found column {} in block. There are only columns: {}",
name, dumpNames());
return it->second;
}
void Block::checkNumberOfRows(bool allow_null_columns) const
{
ssize_t rows = -1;
for (const auto & elem : data)
{
if (!elem.column && allow_null_columns)
continue;
if (!elem.column)
throw Exception(ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH, "Column {} in block is nullptr, in method checkNumberOfRows." , elem.name);
ssize_t size = elem.column->size();
if (rows == -1)
rows = size;
else if (rows != size)
throw Exception(ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH, "Sizes of columns doesn't match: {}: {}, {}: {}",
data.front().name, rows, elem.name, toString(size));
}
}
size_t Block::rows() const
{
for (const auto & elem : data)
if (elem.column)
return elem.column->size();
return 0;
}
size_t Block::bytes() const
{
size_t res = 0;
for (const auto & elem : data)
res += elem.column->byteSize();
return res;
}
size_t Block::allocatedBytes() const
{
size_t res = 0;
for (const auto & elem : data)
res += elem.column->allocatedBytes();
return res;
}
std::string Block::dumpNames() const
{
WriteBufferFromOwnString out;
for (auto it = data.begin(); it != data.end(); ++it)
{
if (it != data.begin())
out << ", ";
out << it->name;
}
return out.str();
}
std::string Block::dumpStructure() const
{
WriteBufferFromOwnString out;
for (auto it = data.begin(); it != data.end(); ++it)
{
if (it != data.begin())
out << ", ";
it->dumpStructure(out);
}
return out.str();
}
std::string Block::dumpIndex() const
{
WriteBufferFromOwnString out;
bool first = true;
for (const auto & [name, pos] : index_by_name)
{
if (!first)
out << ", ";
first = false;
out << name << ' ' << pos;
}
return out.str();
}
Block Block::cloneEmpty() const
{
Block res;
res.reserve(data.size());
for (const auto & elem : data)
res.insert(elem.cloneEmpty());
return res;
}
MutableColumns Block::cloneEmptyColumns() const
{
size_t num_columns = data.size();
MutableColumns columns(num_columns);
for (size_t i = 0; i < num_columns; ++i)
columns[i] = data[i].column ? data[i].column->cloneEmpty() : data[i].type->createColumn();
return columns;
}
Columns Block::getColumns() const
{
size_t num_columns = data.size();
Columns columns(num_columns);
for (size_t i = 0; i < num_columns; ++i)
columns[i] = data[i].column;
return columns;
}
MutableColumns Block::mutateColumns()
{
size_t num_columns = data.size();
MutableColumns columns(num_columns);
for (size_t i = 0; i < num_columns; ++i)
columns[i] = data[i].column ? IColumn::mutate(std::move(data[i].column)) : data[i].type->createColumn();
return columns;
}
void Block::setColumns(MutableColumns && columns)
{
/// TODO: assert if |columns| doesn't match |data|!
size_t num_columns = data.size();
for (size_t i = 0; i < num_columns; ++i)
data[i].column = std::move(columns[i]);
}
void Block::setColumns(const Columns & columns)
{
/// TODO: assert if |columns| doesn't match |data|!
size_t num_columns = data.size();
for (size_t i = 0; i < num_columns; ++i)
data[i].column = columns[i];
}
void Block::setColumn(size_t position, ColumnWithTypeAndName column)
{
if (position >= data.size())
throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position {} out of bound in Block::setColumn(), max position {}",
position, data.size());
if (data[position].name != column.name)
{
index_by_name.erase(data[position].name);
index_by_name.emplace(column.name, position);
}
data[position] = std::move(column);
}
Block Block::cloneWithColumns(MutableColumns && columns) const
{
Block res;
size_t num_columns = data.size();
if (num_columns != columns.size())
{
throw Exception(
ErrorCodes::LOGICAL_ERROR,
"Cannot clone block with columns because block has {} columns, but {} columns given",
num_columns, columns.size());
}
res.reserve(num_columns);
for (size_t i = 0; i < num_columns; ++i)
res.insert({ std::move(columns[i]), data[i].type, data[i].name });
return res;
}
Block Block::cloneWithColumns(const Columns & columns) const
{
Block res;
size_t num_columns = data.size();
if (num_columns != columns.size())
{
throw Exception(
ErrorCodes::LOGICAL_ERROR,
"Cannot clone block with columns because block has {} columns, but {} columns given",
num_columns, columns.size());
}
res.reserve(num_columns);
for (size_t i = 0; i < num_columns; ++i)
res.insert({ columns[i], data[i].type, data[i].name });
return res;
}
Block Block::cloneWithoutColumns() const
{
Block res;
size_t num_columns = data.size();
res.reserve(num_columns);
for (size_t i = 0; i < num_columns; ++i)
res.insert({ nullptr, data[i].type, data[i].name });
return res;
}
Block Block::cloneWithCutColumns(size_t start, size_t length) const
{
Block copy = *this;
for (auto & column_to_cut : copy.data)
column_to_cut.column = column_to_cut.column->cut(start, length);
return copy;
}
Block Block::sortColumns() const
{
Block sorted_block;
/// std::unordered_map (index_by_name) cannot be used to guarantee the sort order
std::vector<IndexByName::const_iterator> sorted_index_by_name(index_by_name.size());
{
size_t i = 0;
for (auto it = index_by_name.begin(); it != index_by_name.end(); ++it)
sorted_index_by_name[i++] = it;
}
::sort(sorted_index_by_name.begin(), sorted_index_by_name.end(), [](const auto & lhs, const auto & rhs)
{
return lhs->first < rhs->first;
});
for (const auto & it : sorted_index_by_name)
sorted_block.insert(data[it->second]);
return sorted_block;
}
const ColumnsWithTypeAndName & Block::getColumnsWithTypeAndName() const
{
return data;
}
NamesAndTypesList Block::getNamesAndTypesList() const
{
NamesAndTypesList res;
for (const auto & elem : data)
res.emplace_back(elem.name, elem.type);
return res;
}
NamesAndTypes Block::getNamesAndTypes() const
{
NamesAndTypes res;
res.reserve(columns());
for (const auto & elem : data)
res.emplace_back(elem.name, elem.type);
return res;
}
Names Block::getNames() const
{
Names res;
res.reserve(columns());
for (const auto & elem : data)
res.push_back(elem.name);
return res;
}
DataTypes Block::getDataTypes() const
{
DataTypes res;
res.reserve(columns());
for (const auto & elem : data)
res.push_back(elem.type);
return res;
}
Names Block::getDataTypeNames() const
{
Names res;
res.reserve(columns());
for (const auto & elem : data)
res.push_back(elem.type->getName());
return res;
}
Block::NameMap Block::getNamesToIndexesMap() const
{
NameMap res(index_by_name.size());
res.set_empty_key(StringRef{});
for (const auto & [name, index] : index_by_name)
res[name] = index;
return res;
}
bool blocksHaveEqualStructure(const Block & lhs, const Block & rhs)
{
return checkBlockStructure<bool>(lhs, rhs, "", false);
}
void assertBlocksHaveEqualStructure(const Block & lhs, const Block & rhs, std::string_view context_description)
{
checkBlockStructure<void>(lhs, rhs, context_description, false);
}
bool isCompatibleHeader(const Block & actual, const Block & desired)
{
return checkBlockStructure<bool>(actual, desired, "", true);
}
void assertCompatibleHeader(const Block & actual, const Block & desired, std::string_view context_description)
{
checkBlockStructure<void>(actual, desired, context_description, true);
}
void getBlocksDifference(const Block & lhs, const Block & rhs, std::string & out_lhs_diff, std::string & out_rhs_diff)
{
/// The traditional task: the largest common subsequence (LCS).
/// Assume that order is important. If this becomes wrong once, let's simplify it: for example, make 2 sets.
std::vector<std::vector<int>> lcs(lhs.columns() + 1);
for (auto & v : lcs)
v.resize(rhs.columns() + 1);
for (size_t i = 1; i <= lhs.columns(); ++i)
{
for (size_t j = 1; j <= rhs.columns(); ++j)
{
if (lhs.safeGetByPosition(i - 1) == rhs.safeGetByPosition(j - 1))
lcs[i][j] = lcs[i - 1][j - 1] + 1;
else
lcs[i][j] = std::max(lcs[i - 1][j], lcs[i][j - 1]);
}
}
/// Now go back and collect the answer.
ColumnsWithTypeAndName left_columns;
ColumnsWithTypeAndName right_columns;
size_t l = lhs.columns();
size_t r = rhs.columns();
while (l > 0 && r > 0)
{
if (lhs.safeGetByPosition(l - 1) == rhs.safeGetByPosition(r - 1))
{
/// This element is in both sequences, so it does not get into `diff`.
--l;
--r;
}
else
{
/// Small heuristics: most often used when getting a difference for (expected_block, actual_block).
/// Therefore, the preference will be given to the field, which is in the left block (expected_block), therefore
/// in `diff` the column from `actual_block` will get.
if (lcs[l][r - 1] >= lcs[l - 1][r])
right_columns.push_back(rhs.safeGetByPosition(--r));
else
left_columns.push_back(lhs.safeGetByPosition(--l));
}
}
while (l > 0)
left_columns.push_back(lhs.safeGetByPosition(--l));
while (r > 0)
right_columns.push_back(rhs.safeGetByPosition(--r));
WriteBufferFromString lhs_diff_writer(out_lhs_diff);
WriteBufferFromString rhs_diff_writer(out_rhs_diff);
for (auto it = left_columns.rbegin(); it != left_columns.rend(); ++it)
{
lhs_diff_writer << it->dumpStructure();
lhs_diff_writer << ", position: " << lhs.getPositionByName(it->name) << '\n';
}
for (auto it = right_columns.rbegin(); it != right_columns.rend(); ++it)
{
rhs_diff_writer << it->dumpStructure();
rhs_diff_writer << ", position: " << rhs.getPositionByName(it->name) << '\n';
}
}
void Block::clear()
{
info = BlockInfo();
data.clear();
index_by_name.clear();
}
void Block::swap(Block & other) noexcept
{
std::swap(info, other.info);
data.swap(other.data);
index_by_name.swap(other.index_by_name);
}
void Block::updateHash(SipHash & hash) const
{
for (size_t row_no = 0, num_rows = rows(); row_no < num_rows; ++row_no)
for (const auto & col : data)
col.column->updateHashWithValue(row_no, hash);
}
Serializations Block::getSerializations() const
{
Serializations res;
res.reserve(data.size());
for (const auto & column : data)
res.push_back(column.type->getDefaultSerialization());
return res;
}
void convertToFullIfSparse(Block & block)
{
for (auto & column : block)
column.column = recursiveRemoveSparse(column.column);
}
Block materializeBlock(const Block & block)
{
if (!block)
return block;
Block res = block;
size_t columns = res.columns();
for (size_t i = 0; i < columns; ++i)
{
auto & element = res.getByPosition(i);
element.column = recursiveRemoveSparse(element.column->convertToFullColumnIfConst());
}
return res;
}
void materializeBlockInplace(Block & block)
{
for (size_t i = 0; i < block.columns(); ++i)
block.getByPosition(i).column = recursiveRemoveSparse(block.getByPosition(i).column->convertToFullColumnIfConst());
}
Block concatenateBlocks(const std::vector<Block> & blocks)
{
if (blocks.empty())
return {};
size_t num_rows = 0;
for (const auto & block : blocks)
num_rows += block.rows();
Block out = blocks[0].cloneEmpty();
MutableColumns columns = out.mutateColumns();
for (size_t i = 0; i < columns.size(); ++i)
{
columns[i]->reserve(num_rows);
for (const auto & block : blocks)
{
const auto & tmp_column = *block.getByPosition(i).column;
columns[i]->insertRangeFrom(tmp_column, 0, block.rows());
}
}
out.setColumns(std::move(columns));
return out;
}
}
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