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#include <Storages/MergeTree/MergeTreeIndexSet.h>
#include <Interpreters/ExpressionActions.h>
#include <Interpreters/ExpressionAnalyzer.h>
#include <Interpreters/TreeRewriter.h>
#include <Parsers/ASTFunction.h>
#include <Parsers/ASTIdentifier.h>
#include <Parsers/ASTLiteral.h>
#include <Parsers/ASTSelectQuery.h>
#include <Functions/FunctionFactory.h>
#include <Planner/PlannerActionsVisitor.h>
#include <Storages/MergeTree/MergeTreeIndexUtils.h>
namespace DB
{
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
extern const int INCORRECT_QUERY;
}
/// 0b11 -- can be true and false at the same time
static const Field UNKNOWN_FIELD(3u);
MergeTreeIndexGranuleSet::MergeTreeIndexGranuleSet(
const String & index_name_,
const Block & index_sample_block_,
size_t max_rows_)
: index_name(index_name_)
, max_rows(max_rows_)
, index_sample_block(index_sample_block_)
, block(index_sample_block)
{
}
MergeTreeIndexGranuleSet::MergeTreeIndexGranuleSet(
const String & index_name_,
const Block & index_sample_block_,
size_t max_rows_,
MutableColumns && mutable_columns_)
: index_name(index_name_)
, max_rows(max_rows_)
, index_sample_block(index_sample_block_)
, block(index_sample_block.cloneWithColumns(std::move(mutable_columns_)))
{
}
void MergeTreeIndexGranuleSet::serializeBinary(WriteBuffer & ostr) const
{
if (empty())
throw Exception(ErrorCodes::LOGICAL_ERROR, "Attempt to write empty set index {}.", backQuote(index_name));
const auto & size_type = DataTypePtr(std::make_shared<DataTypeUInt64>());
auto size_serialization = size_type->getDefaultSerialization();
if (max_rows != 0 && size() > max_rows)
{
size_serialization->serializeBinary(0, ostr, {});
return;
}
size_serialization->serializeBinary(size(), ostr, {});
for (size_t i = 0; i < index_sample_block.columns(); ++i)
{
const auto & type = index_sample_block.getByPosition(i).type;
ISerialization::SerializeBinaryBulkSettings settings;
settings.getter = [&ostr](ISerialization::SubstreamPath) -> WriteBuffer * { return &ostr; };
settings.position_independent_encoding = false;
settings.low_cardinality_max_dictionary_size = 0;
auto serialization = type->getDefaultSerialization();
ISerialization::SerializeBinaryBulkStatePtr state;
const auto & column = *block.getByPosition(i).column;
serialization->serializeBinaryBulkStatePrefix(column, settings, state);
serialization->serializeBinaryBulkWithMultipleStreams(column, 0, size(), settings, state);
serialization->serializeBinaryBulkStateSuffix(settings, state);
}
}
void MergeTreeIndexGranuleSet::deserializeBinary(ReadBuffer & istr, MergeTreeIndexVersion version)
{
if (version != 1)
throw Exception(ErrorCodes::LOGICAL_ERROR, "Unknown index version {}.", version);
block.clear();
Field field_rows;
const auto & size_type = DataTypePtr(std::make_shared<DataTypeUInt64>());
size_type->getDefaultSerialization()->deserializeBinary(field_rows, istr, {});
size_t rows_to_read = field_rows.get<size_t>();
if (rows_to_read == 0)
return;
for (size_t i = 0; i < index_sample_block.columns(); ++i)
{
const auto & column = index_sample_block.getByPosition(i);
const auto & type = column.type;
ColumnPtr new_column = type->createColumn();
ISerialization::DeserializeBinaryBulkSettings settings;
settings.getter = [&](ISerialization::SubstreamPath) -> ReadBuffer * { return &istr; };
settings.position_independent_encoding = false;
ISerialization::DeserializeBinaryBulkStatePtr state;
auto serialization = type->getDefaultSerialization();
serialization->deserializeBinaryBulkStatePrefix(settings, state);
serialization->deserializeBinaryBulkWithMultipleStreams(new_column, rows_to_read, settings, state, nullptr);
block.insert(ColumnWithTypeAndName(new_column, type, column.name));
}
}
MergeTreeIndexAggregatorSet::MergeTreeIndexAggregatorSet(const String & index_name_, const Block & index_sample_block_, size_t max_rows_)
: index_name(index_name_)
, max_rows(max_rows_)
, index_sample_block(index_sample_block_)
, columns(index_sample_block_.cloneEmptyColumns())
{
ColumnRawPtrs column_ptrs;
column_ptrs.reserve(index_sample_block.columns());
Columns materialized_columns;
for (const auto & column : index_sample_block.getColumns())
{
materialized_columns.emplace_back(column->convertToFullColumnIfConst()->convertToFullColumnIfLowCardinality());
column_ptrs.emplace_back(materialized_columns.back().get());
}
data.init(ClearableSetVariants::chooseMethod(column_ptrs, key_sizes));
columns = index_sample_block.cloneEmptyColumns();
}
void MergeTreeIndexAggregatorSet::update(const Block & block, size_t * pos, size_t limit)
{
if (*pos >= block.rows())
throw Exception(ErrorCodes::LOGICAL_ERROR, "The provided position is not less than the number of block rows. "
"Position: {}, Block rows: {}.", *pos, block.rows());
size_t rows_read = std::min(limit, block.rows() - *pos);
if (max_rows && size() > max_rows)
{
*pos += rows_read;
return;
}
ColumnRawPtrs index_column_ptrs;
index_column_ptrs.reserve(index_sample_block.columns());
Columns materialized_columns;
const Names index_columns = index_sample_block.getNames();
for (const auto & column_name : index_columns)
{
materialized_columns.emplace_back(
block.getByName(column_name).column->convertToFullColumnIfConst()->convertToFullColumnIfLowCardinality());
index_column_ptrs.emplace_back(materialized_columns.back().get());
}
IColumn::Filter filter(block.rows(), 0);
bool has_new_data = false;
switch (data.type)
{
case ClearableSetVariants::Type::EMPTY:
break;
#define M(NAME) \
case ClearableSetVariants::Type::NAME: \
has_new_data = buildFilter(*data.NAME, index_column_ptrs, filter, *pos, rows_read, data); \
break;
APPLY_FOR_SET_VARIANTS(M)
#undef M
}
if (has_new_data)
{
for (size_t i = 0; i < columns.size(); ++i)
{
auto filtered_column = block.getByName(index_columns[i]).column->filter(filter, block.rows());
columns[i]->insertRangeFrom(*filtered_column, 0, filtered_column->size());
}
}
*pos += rows_read;
}
template <typename Method>
bool MergeTreeIndexAggregatorSet::buildFilter(
Method & method,
const ColumnRawPtrs & column_ptrs,
IColumn::Filter & filter,
size_t pos,
size_t limit,
ClearableSetVariants & variants) const
{
/// Like DistinctSortedTransform.
typename Method::State state(column_ptrs, key_sizes, nullptr);
bool has_new_data = false;
for (size_t i = 0; i < limit; ++i)
{
auto emplace_result = state.emplaceKey(method.data, pos + i, variants.string_pool);
if (emplace_result.isInserted())
has_new_data = true;
/// Emit the record if there is no such key in the current set yet.
/// Skip it otherwise.
filter[pos + i] = emplace_result.isInserted();
}
return has_new_data;
}
MergeTreeIndexGranulePtr MergeTreeIndexAggregatorSet::getGranuleAndReset()
{
auto granule = std::make_shared<MergeTreeIndexGranuleSet>(index_name, index_sample_block, max_rows, std::move(columns));
switch (data.type)
{
case ClearableSetVariants::Type::EMPTY:
break;
#define M(NAME) \
case ClearableSetVariants::Type::NAME: \
data.NAME->data.clear(); \
break;
APPLY_FOR_SET_VARIANTS(M)
#undef M
}
columns = index_sample_block.cloneEmptyColumns();
return granule;
}
MergeTreeIndexConditionSet::MergeTreeIndexConditionSet(
const String & index_name_,
const Block & index_sample_block,
size_t max_rows_,
const SelectQueryInfo & query_info,
ContextPtr context)
: index_name(index_name_)
, max_rows(max_rows_)
{
for (const auto & name : index_sample_block.getNames())
if (!key_columns.contains(name))
key_columns.insert(name);
if (context->getSettingsRef().allow_experimental_analyzer)
{
if (!query_info.filter_actions_dag)
return;
if (checkDAGUseless(*query_info.filter_actions_dag->getOutputs().at(0), context))
return;
const auto * filter_node = query_info.filter_actions_dag->getOutputs().at(0);
auto filter_actions_dag = ActionsDAG::buildFilterActionsDAG({filter_node}, {}, context);
const auto * filter_actions_dag_node = filter_actions_dag->getOutputs().at(0);
std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> node_to_result_node;
filter_actions_dag->getOutputs()[0] = &traverseDAG(*filter_actions_dag_node, filter_actions_dag, context, node_to_result_node);
filter_actions_dag->removeUnusedActions();
actions = std::make_shared<ExpressionActions>(filter_actions_dag);
}
else
{
ASTPtr ast_filter_node = buildFilterNode(query_info.query);
if (!ast_filter_node)
return;
if (checkASTUseless(ast_filter_node))
return;
auto expression_ast = ast_filter_node->clone();
/// Replace logical functions with bit functions.
/// Working with UInt8: last bit = can be true, previous = can be false (Like src/Storages/MergeTree/BoolMask.h).
traverseAST(expression_ast);
auto syntax_analyzer_result = TreeRewriter(context).analyze(expression_ast, index_sample_block.getNamesAndTypesList());
actions = ExpressionAnalyzer(expression_ast, syntax_analyzer_result, context).getActions(true);
}
}
bool MergeTreeIndexConditionSet::alwaysUnknownOrTrue() const
{
return isUseless();
}
bool MergeTreeIndexConditionSet::mayBeTrueOnGranule(MergeTreeIndexGranulePtr idx_granule) const
{
if (isUseless())
return true;
auto granule = std::dynamic_pointer_cast<MergeTreeIndexGranuleSet>(idx_granule);
if (!granule)
throw Exception(ErrorCodes::LOGICAL_ERROR,
"Set index condition got a granule with the wrong type");
if (isUseless() || granule->empty() || (max_rows != 0 && granule->size() > max_rows))
return true;
Block result = granule->block;
actions->execute(result);
const auto & filter_node_name = actions->getActionsDAG().getOutputs().at(0)->result_name;
auto column = result.getByName(filter_node_name).column->convertToFullColumnIfConst()->convertToFullColumnIfLowCardinality();
if (column->onlyNull())
return false;
const auto * col_uint8 = typeid_cast<const ColumnUInt8 *>(column.get());
const NullMap * null_map = nullptr;
if (const auto * col_nullable = checkAndGetColumn<ColumnNullable>(*column))
{
col_uint8 = typeid_cast<const ColumnUInt8 *>(&col_nullable->getNestedColumn());
null_map = &col_nullable->getNullMapData();
}
if (!col_uint8)
throw Exception(ErrorCodes::LOGICAL_ERROR,
"ColumnUInt8 expected as Set index condition result");
const auto & condition = col_uint8->getData();
size_t column_size = column->size();
for (size_t i = 0; i < column_size; ++i)
if ((!null_map || (*null_map)[i] == 0) && condition[i] & 1)
return true;
return false;
}
const ActionsDAG::Node & MergeTreeIndexConditionSet::traverseDAG(const ActionsDAG::Node & node,
ActionsDAGPtr & result_dag,
const ContextPtr & context,
std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> & node_to_result_node) const
{
auto result_node_it = node_to_result_node.find(&node);
if (result_node_it != node_to_result_node.end())
return *result_node_it->second;
const ActionsDAG::Node * result_node = nullptr;
if (const auto * operator_node_ptr = operatorFromDAG(node, result_dag, context, node_to_result_node))
{
result_node = operator_node_ptr;
}
else if (const auto * atom_node_ptr = atomFromDAG(node, result_dag, context))
{
result_node = atom_node_ptr;
if (atom_node_ptr->type == ActionsDAG::ActionType::INPUT ||
atom_node_ptr->type == ActionsDAG::ActionType::FUNCTION)
{
auto bit_wrapper_function = FunctionFactory::instance().get("__bitWrapperFunc", context);
result_node = &result_dag->addFunction(bit_wrapper_function, {atom_node_ptr}, {});
}
}
else
{
ColumnWithTypeAndName unknown_field_column_with_type;
unknown_field_column_with_type.name = calculateConstantActionNodeName(UNKNOWN_FIELD);
unknown_field_column_with_type.type = std::make_shared<DataTypeUInt8>();
unknown_field_column_with_type.column = unknown_field_column_with_type.type->createColumnConst(1, UNKNOWN_FIELD);
result_node = &result_dag->addColumn(unknown_field_column_with_type);
}
node_to_result_node.emplace(&node, result_node);
return *result_node;
}
const ActionsDAG::Node * MergeTreeIndexConditionSet::atomFromDAG(const ActionsDAG::Node & node, ActionsDAGPtr & result_dag, const ContextPtr & context) const
{
/// Function, literal or column
const auto * node_to_check = &node;
while (node_to_check->type == ActionsDAG::ActionType::ALIAS)
node_to_check = node_to_check->children[0];
if (node_to_check->column && isColumnConst(*node_to_check->column))
return &node;
RPNBuilderTreeContext tree_context(context);
RPNBuilderTreeNode tree_node(node_to_check, tree_context);
auto column_name = tree_node.getColumnName();
if (key_columns.contains(column_name))
{
const auto * result_node = node_to_check;
if (node.type != ActionsDAG::ActionType::INPUT)
result_node = &result_dag->addInput(column_name, node.result_type);
return result_node;
}
if (node.type != ActionsDAG::ActionType::FUNCTION)
return nullptr;
const auto & arguments = node.children;
size_t arguments_size = arguments.size();
ActionsDAG::NodeRawConstPtrs children(arguments_size);
for (size_t i = 0; i < arguments_size; ++i)
{
children[i] = atomFromDAG(*arguments[i], result_dag, context);
if (!children[i])
return nullptr;
}
return &result_dag->addFunction(node.function_base, children, {});
}
const ActionsDAG::Node * MergeTreeIndexConditionSet::operatorFromDAG(const ActionsDAG::Node & node,
ActionsDAGPtr & result_dag,
const ContextPtr & context,
std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> & node_to_result_node) const
{
/// Functions AND, OR, NOT. Replace with bit*.
const auto * node_to_check = &node;
while (node_to_check->type == ActionsDAG::ActionType::ALIAS)
node_to_check = node_to_check->children[0];
if (node_to_check->column && isColumnConst(*node_to_check->column))
return nullptr;
if (node_to_check->type != ActionsDAG::ActionType::FUNCTION)
return nullptr;
auto function_name = node_to_check->function->getName();
const auto & arguments = node_to_check->children;
size_t arguments_size = arguments.size();
if (function_name == "not")
{
if (arguments_size != 1)
return nullptr;
const ActionsDAG::Node * argument = &traverseDAG(*arguments[0], result_dag, context, node_to_result_node);
auto bit_swap_last_two_function = FunctionFactory::instance().get("__bitSwapLastTwo", context);
return &result_dag->addFunction(bit_swap_last_two_function, {argument}, {});
}
else if (function_name == "and" || function_name == "indexHint" || function_name == "or")
{
if (arguments_size < 2)
return nullptr;
ActionsDAG::NodeRawConstPtrs children;
children.resize(arguments_size);
for (size_t i = 0; i < arguments_size; ++i)
children[i] = &traverseDAG(*arguments[i], result_dag, context, node_to_result_node);
FunctionOverloadResolverPtr function;
if (function_name == "and" || function_name == "indexHint")
function = FunctionFactory::instance().get("__bitBoolMaskAnd", context);
else
function = FunctionFactory::instance().get("__bitBoolMaskOr", context);
const auto * last_argument = children.back();
children.pop_back();
const auto * before_last_argument = children.back();
children.pop_back();
while (true)
{
last_argument = &result_dag->addFunction(function, {before_last_argument, last_argument}, {});
if (children.empty())
break;
before_last_argument = children.back();
children.pop_back();
}
return last_argument;
}
return nullptr;
}
bool MergeTreeIndexConditionSet::checkDAGUseless(const ActionsDAG::Node & node, const ContextPtr & context, bool atomic) const
{
const auto * node_to_check = &node;
while (node_to_check->type == ActionsDAG::ActionType::ALIAS)
node_to_check = node_to_check->children[0];
RPNBuilderTreeContext tree_context(context);
RPNBuilderTreeNode tree_node(node_to_check, tree_context);
if (node.column && isColumnConst(*node.column))
{
Field literal;
node.column->get(0, literal);
return !atomic && literal.safeGet<bool>();
}
else if (node.type == ActionsDAG::ActionType::FUNCTION)
{
auto column_name = tree_node.getColumnName();
if (key_columns.contains(column_name))
return false;
auto function_name = node.function_base->getName();
const auto & arguments = node.children;
if (function_name == "and" || function_name == "indexHint")
return std::all_of(arguments.begin(), arguments.end(), [&, atomic](const auto & arg) { return checkDAGUseless(*arg, context, atomic); });
else if (function_name == "or")
return std::any_of(arguments.begin(), arguments.end(), [&, atomic](const auto & arg) { return checkDAGUseless(*arg, context, atomic); });
else if (function_name == "not")
return checkDAGUseless(*arguments.at(0), context, atomic);
else
return std::any_of(arguments.begin(), arguments.end(),
[&](const auto & arg) { return checkDAGUseless(*arg, context, true /*atomic*/); });
}
auto column_name = tree_node.getColumnName();
return !key_columns.contains(column_name);
}
void MergeTreeIndexConditionSet::traverseAST(ASTPtr & node) const
{
if (operatorFromAST(node))
{
auto & args = node->as<ASTFunction>()->arguments->children;
for (auto & arg : args)
traverseAST(arg);
return;
}
if (atomFromAST(node))
{
if (node->as<ASTIdentifier>() || node->as<ASTFunction>())
/// __bitWrapperFunc* uses default implementation for Nullable types
/// Here we additionally convert Null to 0,
/// otherwise condition 'something OR NULL' will always return Null and filter everything.
node = makeASTFunction("__bitWrapperFunc", makeASTFunction("ifNull", node, std::make_shared<ASTLiteral>(Field(0))));
}
else
node = std::make_shared<ASTLiteral>(UNKNOWN_FIELD);
}
bool MergeTreeIndexConditionSet::atomFromAST(ASTPtr & node) const
{
/// Function, literal or column
if (node->as<ASTLiteral>())
return true;
if (const auto * identifier = node->as<ASTIdentifier>())
return key_columns.contains(identifier->getColumnName());
if (auto * func = node->as<ASTFunction>())
{
if (key_columns.contains(func->getColumnName()))
{
/// Function is already calculated.
node = std::make_shared<ASTIdentifier>(func->getColumnName());
return true;
}
auto & args = func->arguments->children;
for (auto & arg : args)
if (!atomFromAST(arg))
return false;
return true;
}
return false;
}
bool MergeTreeIndexConditionSet::operatorFromAST(ASTPtr & node)
{
/// Functions AND, OR, NOT. Replace with bit*.
auto * func = node->as<ASTFunction>();
if (!func)
return false;
auto & args = func->arguments->children;
if (func->name == "not")
{
if (args.size() != 1)
return false;
func->name = "__bitSwapLastTwo";
}
else if (func->name == "and" || func->name == "indexHint")
{
if (args.size() < 2)
return false;
auto last_arg = args.back();
args.pop_back();
ASTPtr new_func;
if (args.size() > 1)
new_func = makeASTFunction(
"__bitBoolMaskAnd",
node,
last_arg);
else
new_func = makeASTFunction(
"__bitBoolMaskAnd",
args.back(),
last_arg);
node = new_func;
}
else if (func->name == "or")
{
if (args.size() < 2)
return false;
auto last_arg = args.back();
args.pop_back();
ASTPtr new_func;
if (args.size() > 1)
new_func = makeASTFunction(
"__bitBoolMaskOr",
node,
last_arg);
else
new_func = makeASTFunction(
"__bitBoolMaskOr",
args.back(),
last_arg);
node = new_func;
}
else
return false;
return true;
}
bool MergeTreeIndexConditionSet::checkASTUseless(const ASTPtr & node, bool atomic) const
{
if (!node)
return true;
if (const auto * func = node->as<ASTFunction>())
{
if (key_columns.contains(func->getColumnName()))
return false;
const ASTs & args = func->arguments->children;
if (func->name == "and" || func->name == "indexHint")
return std::all_of(args.begin(), args.end(), [this, atomic](const auto & arg) { return checkASTUseless(arg, atomic); });
else if (func->name == "or")
return std::any_of(args.begin(), args.end(), [this, atomic](const auto & arg) { return checkASTUseless(arg, atomic); });
else if (func->name == "not")
return checkASTUseless(args[0], atomic);
else
return std::any_of(args.begin(), args.end(),
[this](const auto & arg) { return checkASTUseless(arg, true); });
}
else if (const auto * literal = node->as<ASTLiteral>())
return !atomic && literal->value.safeGet<bool>();
else if (const auto * identifier = node->as<ASTIdentifier>())
return !key_columns.contains(identifier->getColumnName());
else
return true;
}
MergeTreeIndexGranulePtr MergeTreeIndexSet::createIndexGranule() const
{
return std::make_shared<MergeTreeIndexGranuleSet>(index.name, index.sample_block, max_rows);
}
MergeTreeIndexAggregatorPtr MergeTreeIndexSet::createIndexAggregator() const
{
return std::make_shared<MergeTreeIndexAggregatorSet>(index.name, index.sample_block, max_rows);
}
MergeTreeIndexConditionPtr MergeTreeIndexSet::createIndexCondition(
const SelectQueryInfo & query, ContextPtr context) const
{
return std::make_shared<MergeTreeIndexConditionSet>(index.name, index.sample_block, max_rows, query, context);
}
bool MergeTreeIndexSet::mayBenefitFromIndexForIn(const ASTPtr &) const
{
return false;
}
MergeTreeIndexPtr setIndexCreator(const IndexDescription & index)
{
size_t max_rows = index.arguments[0].get<size_t>();
return std::make_shared<MergeTreeIndexSet>(index, max_rows);
}
void setIndexValidator(const IndexDescription & index, bool /*attach*/)
{
if (index.arguments.size() != 1)
throw Exception(ErrorCodes::INCORRECT_QUERY, "Set index must have exactly one argument.");
else if (index.arguments[0].getType() != Field::Types::UInt64)
throw Exception(ErrorCodes::INCORRECT_QUERY, "Set index argument must be positive integer.");
}
}
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