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opt: introduce optimizer expression trees and build them from TypedExprs
This change brings in a subset of https://github.com/petermattis/opttoy/tree/master/v3 This change introduces: - the expr tree: cascades-style optimizers operate on expression trees which can represent both scalar and relational expressions; this is a departure from the way we represent expressions and statements (sem/tree) so we need a new tree structure. - scalar operators: initially, we focus only on scalar expressions. - building an expr tree from a sem/tree.TypedExpr. - opt version of logic tests See the RFC in cockroachdb#19135 for more context on the optimizer. This is the first step of an initial project related to the optimizer: generating index constraints from scalar expressions. This will be a rewrite of the current index constraint generation code (which has many problems, see cockroachdb#6346). Roughly, the existing `makeIndexConstraints` will call into the optimizer with a `TypedExpr` and the optimizer will return index constraints. Release note: None
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// Copyright 2017 The Cockroach Authors. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or | ||
// implied. See the License for the specific language governing | ||
// permissions and limitations under the License. | ||
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package opt | ||
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import ( | ||
"github.com/cockroachdb/cockroach/pkg/sql/sem/tree" | ||
) | ||
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// Map from tree.ComparisonOperator to operator. | ||
var comparisonOpMap = [...]operator{ | ||
tree.EQ: eqOp, | ||
tree.LT: ltOp, | ||
tree.GT: gtOp, | ||
tree.LE: leOp, | ||
tree.GE: geOp, | ||
tree.NE: neOp, | ||
tree.In: inOp, | ||
tree.NotIn: notInOp, | ||
tree.Like: likeOp, | ||
tree.NotLike: notLikeOp, | ||
tree.ILike: iLikeOp, | ||
tree.NotILike: notILikeOp, | ||
tree.SimilarTo: similarToOp, | ||
tree.NotSimilarTo: notSimilarToOp, | ||
tree.RegMatch: regMatchOp, | ||
tree.NotRegMatch: notRegMatchOp, | ||
tree.RegIMatch: regIMatchOp, | ||
tree.NotRegIMatch: notRegIMatchOp, | ||
tree.IsDistinctFrom: isDistinctFromOp, | ||
tree.IsNotDistinctFrom: isNotDistinctFromOp, | ||
tree.Is: isOp, | ||
tree.IsNot: isNotOp, | ||
tree.Any: anyOp, | ||
tree.Some: someOp, | ||
tree.All: allOp, | ||
} | ||
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// Map from tree.BinaryOperator to operator. | ||
var binaryOpMap = [...]operator{ | ||
tree.Bitand: bitandOp, | ||
tree.Bitor: bitorOp, | ||
tree.Bitxor: bitxorOp, | ||
tree.Plus: plusOp, | ||
tree.Minus: minusOp, | ||
tree.Mult: multOp, | ||
tree.Div: divOp, | ||
tree.FloorDiv: floorDivOp, | ||
tree.Mod: modOp, | ||
tree.Pow: powOp, | ||
tree.Concat: concatOp, | ||
tree.LShift: lShiftOp, | ||
tree.RShift: rShiftOp, | ||
} | ||
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// Map from tree.UnaryOperator to operator. | ||
var unaryOpMap = [...]operator{ | ||
tree.UnaryPlus: unaryPlusOp, | ||
tree.UnaryMinus: unaryMinusOp, | ||
tree.UnaryComplement: unaryComplementOp, | ||
} | ||
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type buildContext struct { | ||
// We allocate *scalarProps and *expr in chunks. | ||
preallocScalarProps []scalarProps | ||
preallocExprs []expr | ||
} | ||
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const exprAllocChunk = 16 | ||
const scalarPropsAllocChunk = 16 | ||
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func (bc *buildContext) newScalarProps() *scalarProps { | ||
if len(bc.preallocScalarProps) == 0 { | ||
bc.preallocScalarProps = make([]scalarProps, scalarPropsAllocChunk) | ||
} | ||
p := &bc.preallocScalarProps[0] | ||
bc.preallocScalarProps = bc.preallocScalarProps[1:] | ||
return p | ||
} | ||
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// newExpr returns a new *expr with a new, blank scalarProps. | ||
func (bc *buildContext) newExpr() *expr { | ||
if len(bc.preallocExprs) == 0 { | ||
bc.preallocExprs = make([]expr, exprAllocChunk) | ||
} | ||
e := &bc.preallocExprs[0] | ||
bc.preallocExprs = bc.preallocExprs[1:] | ||
e.scalarProps = bc.newScalarProps() | ||
return e | ||
} | ||
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// buildScalar converts a tree.TypedExpr to an expr tree. | ||
func buildScalar(buildCtx *buildContext, pexpr tree.TypedExpr) *expr { | ||
switch t := pexpr.(type) { | ||
case *tree.ParenExpr: | ||
return buildScalar(buildCtx, t.TypedInnerExpr()) | ||
} | ||
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e := buildCtx.newExpr() | ||
e.scalarProps.typ = pexpr.ResolvedType() | ||
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switch t := pexpr.(type) { | ||
case *tree.AndExpr: | ||
initBinaryExpr( | ||
e, andOp, | ||
buildScalar(buildCtx, t.TypedLeft()), | ||
buildScalar(buildCtx, t.TypedRight()), | ||
) | ||
case *tree.OrExpr: | ||
initBinaryExpr( | ||
e, orOp, | ||
buildScalar(buildCtx, t.TypedLeft()), | ||
buildScalar(buildCtx, t.TypedRight()), | ||
) | ||
case *tree.NotExpr: | ||
initUnaryExpr(e, notOp, buildScalar(buildCtx, t.TypedInnerExpr())) | ||
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case *tree.BinaryExpr: | ||
initBinaryExpr( | ||
e, binaryOpMap[t.Operator], | ||
buildScalar(buildCtx, t.TypedLeft()), | ||
buildScalar(buildCtx, t.TypedRight()), | ||
) | ||
case *tree.ComparisonExpr: | ||
initBinaryExpr( | ||
e, comparisonOpMap[t.Operator], | ||
buildScalar(buildCtx, t.TypedLeft()), | ||
buildScalar(buildCtx, t.TypedRight()), | ||
) | ||
case *tree.UnaryExpr: | ||
initUnaryExpr(e, unaryOpMap[t.Operator], buildScalar(buildCtx, t.TypedInnerExpr())) | ||
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case *tree.FuncExpr: | ||
def, err := t.Func.Resolve(tree.SearchPath{}) | ||
if err != nil { | ||
panic(err.Error()) | ||
} | ||
children := make([]*expr, len(t.Exprs)) | ||
for i, pexpr := range t.Exprs { | ||
children[i] = buildScalar(buildCtx, pexpr.(tree.TypedExpr)) | ||
} | ||
initFunctionExpr(e, def, children) | ||
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case *tree.IndexedVar: | ||
initVariableExpr(e, t.Idx) | ||
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case tree.Datum: | ||
initConstExpr(e, t) | ||
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default: | ||
panicf("node %T not supported", t) | ||
} | ||
return e | ||
} |
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// Copyright 2017 The Cockroach Authors. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or | ||
// implied. See the License for the specific language governing | ||
// permissions and limitations under the License. | ||
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package opt | ||
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// expr is a unified interface for both relational and scalar expressions in a | ||
// query. TODO(radu): currently, it only supports scalar expressions. | ||
type expr struct { | ||
op operator | ||
// Child expressions. The interpretation of the children is operator | ||
// dependent. | ||
children []*expr | ||
// Scalar properties. | ||
scalarProps *scalarProps | ||
// Operator-dependent data used by this expression. For example, constOp | ||
// stores a pointer to the constant value. | ||
private interface{} | ||
} | ||
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func (e *expr) opClass() operatorClass { | ||
return operatorTab[e.op].class | ||
} | ||
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func (e *expr) inputs() []*expr { | ||
return e.children | ||
} | ||
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func formatExprs(tp *treePrinter, title string, exprs []*expr) { | ||
if len(exprs) > 0 { | ||
tp.Add(title) | ||
tp.Enter() | ||
for _, e := range exprs { | ||
if e != nil { | ||
e.format(tp) | ||
} | ||
} | ||
tp.Exit() | ||
} | ||
} | ||
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// format is part of the operatorInfo interface. | ||
func (e *expr) format(tp *treePrinter) { | ||
e.opClass().format(e, tp) | ||
} | ||
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func (e *expr) String() string { | ||
tp := makeTreePrinter() | ||
e.format(&tp) | ||
return tp.String() | ||
} |
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// Copyright 2017 The Cockroach Authors. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or | ||
// implied. See the License for the specific language governing | ||
// permissions and limitations under the License. | ||
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package opt | ||
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import "fmt" | ||
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func panicf(format string, args ...interface{}) { | ||
panic(fmt.Sprintf(format, args...)) | ||
} |
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// Copyright 2017 The Cockroach Authors. | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or | ||
// implied. See the License for the specific language governing | ||
// permissions and limitations under the License. | ||
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package opt | ||
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import "fmt" | ||
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type operator uint8 | ||
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const ( | ||
unknownOp operator = iota | ||
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// TODO(radu): no relational operators yet. | ||
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// Scalar operators | ||
variableOp | ||
constOp | ||
listOp | ||
orderedListOp | ||
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existsOp | ||
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andOp | ||
orOp | ||
notOp | ||
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eqOp | ||
ltOp | ||
gtOp | ||
leOp | ||
geOp | ||
neOp | ||
inOp | ||
notInOp | ||
likeOp | ||
notLikeOp | ||
iLikeOp | ||
notILikeOp | ||
similarToOp | ||
notSimilarToOp | ||
regMatchOp | ||
notRegMatchOp | ||
regIMatchOp | ||
notRegIMatchOp | ||
isDistinctFromOp | ||
isNotDistinctFromOp | ||
isOp | ||
isNotOp | ||
anyOp | ||
someOp | ||
allOp | ||
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bitandOp | ||
bitorOp | ||
bitxorOp | ||
plusOp | ||
minusOp | ||
multOp | ||
divOp | ||
floorDivOp | ||
modOp | ||
powOp | ||
concatOp | ||
lShiftOp | ||
rShiftOp | ||
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unaryPlusOp | ||
unaryMinusOp | ||
unaryComplementOp | ||
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functionOp | ||
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numOperators | ||
) | ||
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type operatorInfo struct { | ||
name string | ||
class operatorClass | ||
} | ||
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var operatorTab = [numOperators]operatorInfo{ | ||
unknownOp: {name: "unknown"}, | ||
} | ||
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func (op operator) String() string { | ||
if op >= numOperators { | ||
return fmt.Sprintf("operator(%d)", op) | ||
} | ||
return operatorTab[op].name | ||
} | ||
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func registerOperator(op operator, name string, class operatorClass) { | ||
operatorTab[op].name = name | ||
operatorTab[op].class = class | ||
} | ||
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type operatorClass interface { | ||
// format outputs information about the expr tree to a treePrinter. | ||
format(e *expr, tp *treePrinter) | ||
} |
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