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#pragma once
#include <util/generic/vector.h>
#include <util/generic/string.h>
#include <yql/essentials/core/yql_statistics.h>
#include <yql/essentials/core/yql_cost_function.h>
#include <unordered_map>
#include <memory>
#include <map>
#include <sstream>
namespace NYql {
/**
* OptimizerNodes are the internal representations of operators inside the
* Cost-based optimizer. Currently we only support RelOptimizerNode - a node that
* is an input relation to the equi-join, and JoinOptimizerNode - an inner join
* that connects two sets of relations.
*/
enum EOptimizerNodeKind: ui32
{
RelNodeType,
JoinNodeType
};
/**
* BaseOptimizerNode is a base class for the internal optimizer nodes
* It records a pointer to statistics and records the current cost of the
* operator tree, rooted at this node
*/
struct IBaseOptimizerNode {
EOptimizerNodeKind Kind;
TOptimizerStatistics Stats;
IBaseOptimizerNode(EOptimizerNodeKind k) : Kind(k) {}
IBaseOptimizerNode(EOptimizerNodeKind k, TOptimizerStatistics s) :
Kind(k), Stats(std::move(s)) {}
virtual TVector<TString> Labels()=0;
virtual void Print(std::stringstream& stream, int ntabs=0)=0;
};
enum EJoinKind: ui32
{
InnerJoin,
LeftJoin,
RightJoin,
OuterJoin,
LeftOnly /* == LeftAntiJoin */,
RightOnly /* == RightAntiJoin */,
LeftSemi,
RightSemi,
Cross,
Exclusion
};
EJoinKind ConvertToJoinKind(const TString& joinString);
TString ConvertToJoinString(const EJoinKind kind);
struct TCardinalityHints {
enum ECardOperation : ui32 {
Add,
Subtract,
Multiply,
Divide,
Replace
};
struct TCardinalityHint {
TVector<TString> JoinLabels;
ECardOperation Operation;
double Value;
TString StringRepr;
bool Applied = false;
double ApplyHint(double originalValue) {
Applied = true;
switch (Operation) {
case Add:
return originalValue + Value;
case Subtract:
return originalValue - Value;
case Multiply:
return originalValue * Value;
case Divide:
return originalValue / Value;
case Replace:
return Value;
}
}
};
TVector<TCardinalityHint> Hints;
void PushBack(TVector<TString> labels, ECardOperation op, double value, TString stringRepr) {
Hints.push_back({.JoinLabels = std::move(labels), .Operation = op, .Value = value, .StringRepr = std::move(stringRepr)});
}
};
struct TJoinAlgoHints {
struct TJoinAlgoHint {
TVector<TString> JoinLabels;
EJoinAlgoType Algo;
TString StringRepr;
bool Applied = false;
};
TVector<TJoinAlgoHint> Hints;
void PushBack(TVector<TString> labels, EJoinAlgoType algo, TString stringRepr) {
Hints.push_back({.JoinLabels = std::move(labels), .Algo = algo, .StringRepr = std::move(stringRepr)});
}
};
struct TJoinOrderHints {
struct ITreeNode {
enum _ : ui32 {
Relation,
Join
};
virtual TVector<TString> Labels() = 0;
bool IsRelation() { return Type == Relation; }
bool IsJoin() { return Type == Join; }
virtual ~ITreeNode() = default;
ui32 Type;
};
struct TJoinNode: public ITreeNode {
TJoinNode(std::shared_ptr<ITreeNode> lhs, std::shared_ptr<ITreeNode> rhs)
: Lhs(std::move(lhs))
, Rhs(std::move(rhs))
{
this->Type = ITreeNode::Join;
}
TVector<TString> Labels() override {
auto labels = Lhs->Labels();
auto rhsLabels = Rhs->Labels();
labels.insert(labels.end(), std::make_move_iterator(rhsLabels.begin()), std::make_move_iterator(rhsLabels.end()));
return labels;
}
std::shared_ptr<ITreeNode> Lhs;
std::shared_ptr<ITreeNode> Rhs;
};
struct TRelationNode: public ITreeNode {
TRelationNode(TString label)
: Label(std::move(label))
{
this->Type = ITreeNode::Relation;
}
TVector<TString> Labels() override { return {Label}; }
TString Label;
};
struct TJoinOrderHint {
std::shared_ptr<ITreeNode> Tree;
TString StringRepr;
bool Applied = false;
};
TVector<TJoinOrderHint> Hints;
void PushBack(std::shared_ptr<ITreeNode> hintTree, TString stringRepr) {
Hints.push_back({.Tree = std::move(hintTree), .StringRepr = std::move(stringRepr)});
}
};
struct TOptimizerHints {
std::shared_ptr<TCardinalityHints> CardinalityHints = std::make_shared<TCardinalityHints>();
std::shared_ptr<TJoinAlgoHints> JoinAlgoHints = std::make_shared<TJoinAlgoHints>();
std::shared_ptr<TJoinOrderHints> JoinOrderHints = std::make_shared<TJoinOrderHints>();
TVector<TString> GetUnappliedString();
/*
* The function accepts string with three type of expressions: array of (JoinAlgo | Card | JoinOrder):
* 1) JoinAlgo(t1 t2 ... tn Map | Grace | Lookup) to change join algo for join, where these labels take part
* 2) Card(t1 t2 ... tn (*|/|+|-) Number) to change cardinality for join, where these labels take part or labels only
* 3) JoinOrder( (t1 t2) (t3 (t4 ...)) ) - fixate this join subtree in the general join tree
*/
static TOptimizerHints Parse(const TString&);
};
/**
* This is a temporary structure for KQP provider
* We will soon be supporting multiple providers and we will need to design
* some interfaces to pass provider-specific context to the optimizer
*/
struct IProviderContext {
virtual ~IProviderContext() = default;
virtual double ComputeJoinCost(const TOptimizerStatistics& leftStats, const TOptimizerStatistics& rightStats, const double outputRows, const double outputByteSize, EJoinAlgoType joinAlgol) const = 0;
virtual TOptimizerStatistics ComputeJoinStats(
const TOptimizerStatistics& leftStats,
const TOptimizerStatistics& rightStats,
const TVector<NDq::TJoinColumn>& leftJoinKeys,
const TVector<NDq::TJoinColumn>& rightJoinKeys,
EJoinAlgoType joinAlgo,
EJoinKind joinKind,
TCardinalityHints::TCardinalityHint* maybeHint = nullptr) const = 0;
virtual bool IsJoinApplicable(const std::shared_ptr<IBaseOptimizerNode>& left,
const std::shared_ptr<IBaseOptimizerNode>& right,
const TVector<NDq::TJoinColumn>& leftJoinKeys,
const TVector<NDq::TJoinColumn>& rightJoinKeys,
EJoinAlgoType joinAlgo,
EJoinKind joinKin) = 0;
};
/**
* Default provider context with default cost and stats computation.
*/
struct TBaseProviderContext : public IProviderContext {
TBaseProviderContext() {}
double ComputeJoinCost(const TOptimizerStatistics& leftStats, const TOptimizerStatistics& rightStats, const double outputRows, const double outputByteSize, EJoinAlgoType joinAlgo) const override;
bool IsJoinApplicable(
const std::shared_ptr<IBaseOptimizerNode>& leftStats,
const std::shared_ptr<IBaseOptimizerNode>& rightStats,
const TVector<NDq::TJoinColumn>& leftJoinKeys,
const TVector<NDq::TJoinColumn>& rightJoinKeys,
EJoinAlgoType joinAlgo,
EJoinKind joinKind) override;
virtual TOptimizerStatistics ComputeJoinStats(
const TOptimizerStatistics& leftStats,
const TOptimizerStatistics& rightStats,
const TVector<NDq::TJoinColumn>& leftJoinKeys,
const TVector<NDq::TJoinColumn>& rightJoinKeys,
EJoinAlgoType joinAlgo,
EJoinKind joinKind,
TCardinalityHints::TCardinalityHint* maybeHint = nullptr) const override;
static const TBaseProviderContext& Instance();
};
/**
* RelOptimizerNode adds a label to base class
* This is the label assinged to the input by equi-Join
*/
struct TRelOptimizerNode : public IBaseOptimizerNode {
TString Label;
// Temporary solution to check if a LookupJoin is possible in KQP
//void* Expr;
TRelOptimizerNode(TString label, TOptimizerStatistics stats) :
IBaseOptimizerNode(RelNodeType, std::move(stats)), Label(label) { }
//TRelOptimizerNode(TString label, std::shared_ptr<TOptimizerStatistics> stats, const TExprNode::TPtr expr) :
// IBaseOptimizerNode(RelNodeType, stats), Label(label), Expr(expr) { }
virtual ~TRelOptimizerNode() {}
virtual TVector<TString> Labels();
virtual void Print(std::stringstream& stream, int ntabs=0);
};
/**
* JoinOptimizerNode records the left and right arguments of the join
* as well as the set of join conditions.
* It also has methods to compute the statistics and cost of a join,
* based on pre-computed costs and statistics of the children.
*/
struct TJoinOptimizerNode : public IBaseOptimizerNode {
std::shared_ptr<IBaseOptimizerNode> LeftArg;
std::shared_ptr<IBaseOptimizerNode> RightArg;
TVector<NDq::TJoinColumn> LeftJoinKeys;
TVector<NDq::TJoinColumn> RightJoinKeys;
EJoinKind JoinType;
EJoinAlgoType JoinAlgo;
/////////////////// 'ANY' flag means leaving only one row from the join side.
bool LeftAny;
bool RightAny;
///////////////////
bool IsReorderable;
TJoinOptimizerNode(const std::shared_ptr<IBaseOptimizerNode>& left,
const std::shared_ptr<IBaseOptimizerNode>& right,
TVector<NDq::TJoinColumn> leftKeys,
TVector<NDq::TJoinColumn> rightKeys,
const EJoinKind joinType,
const EJoinAlgoType joinAlgo,
bool leftAny,
bool rightAny,
bool nonReorderable = false
);
virtual ~TJoinOptimizerNode() {}
virtual TVector<TString> Labels();
virtual void Print(std::stringstream& stream, int ntabs=0);
};
struct IOptimizerNew {
IProviderContext& Pctx;
IOptimizerNew(IProviderContext& ctx) : Pctx(ctx) {}
virtual ~IOptimizerNew() = default;
virtual std::shared_ptr<TJoinOptimizerNode> JoinSearch(
const std::shared_ptr<TJoinOptimizerNode>& joinTree,
const TOptimizerHints& hints = {}
) = 0;
};
} // namespace NYql
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