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gitea/vendor/github.com/pingcap/tidb/optimizer/plan/filterrate.go
Thomas Boerger b6a95a8cb3 Integrate public as bindata optionally (#293)
* Dropped unused codekit config

* Integrated dynamic and static bindata for public

* Ignore public bindata

* Add a general generate make task

* Integrated flexible public assets into web command

* Updated vendoring, added all missiong govendor deps

* Made the linter happy with the bindata and dynamic code

* Moved public bindata definition to modules directory

* Ignoring the new bindata path now

* Updated to the new public modules import path

* Updated public bindata command and drop the new prefix
2016-11-30 00:26:36 +08:00

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// Copyright 2015 PingCAP, Inc.
//
// 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,
// See the License for the specific language governing permissions and
// limitations under the License.
package plan
import (
"github.com/pingcap/tidb/ast"
"github.com/pingcap/tidb/parser/opcode"
)
const (
rateFull float64 = 1
rateEqual float64 = 0.01
rateNotEqual float64 = 0.99
rateBetween float64 = 0.1
rateGreaterOrLess float64 = 0.33
rateIsFalse float64 = 0.1
rateIsNull float64 = 0.1
rateLike float64 = 0.1
)
// guesstimateFilterRate guesstimates the filter rate for an expression.
// For example: a table has 100 rows, after filter expression 'a between 0 and 9',
// 10 rows returned, then the filter rate is '0.1'.
// It only depends on the expression type, not the expression value.
// The expr parameter should contain only one column name.
func guesstimateFilterRate(expr ast.ExprNode) float64 {
switch x := expr.(type) {
case *ast.BetweenExpr:
return rateBetween
case *ast.BinaryOperationExpr:
return guesstimateBinop(x)
case *ast.ColumnNameExpr:
return rateFull
case *ast.IsNullExpr:
return guesstimateIsNull(x)
case *ast.IsTruthExpr:
return guesstimateIsTrue(x)
case *ast.ParenthesesExpr:
return guesstimateFilterRate(x.Expr)
case *ast.PatternInExpr:
return guesstimatePatternIn(x)
case *ast.PatternLikeExpr:
return guesstimatePatternLike(x)
}
return rateFull
}
func guesstimateBinop(expr *ast.BinaryOperationExpr) float64 {
switch expr.Op {
case opcode.AndAnd:
// P(A and B) = P(A) * P(B)
return guesstimateFilterRate(expr.L) * guesstimateFilterRate(expr.R)
case opcode.OrOr:
// P(A or B) = P(A) + P(B) P(A and B)
rateL := guesstimateFilterRate(expr.L)
rateR := guesstimateFilterRate(expr.R)
return rateL + rateR - rateL*rateR
case opcode.EQ:
return rateEqual
case opcode.GT, opcode.GE, opcode.LT, opcode.LE:
return rateGreaterOrLess
case opcode.NE:
return rateNotEqual
}
return rateFull
}
func guesstimateIsNull(expr *ast.IsNullExpr) float64 {
if expr.Not {
return rateFull - rateIsNull
}
return rateIsNull
}
func guesstimateIsTrue(expr *ast.IsTruthExpr) float64 {
if expr.True == 0 {
if expr.Not {
return rateFull - rateIsFalse
}
return rateIsFalse
}
if expr.Not {
return rateIsFalse + rateIsNull
}
return rateFull - rateIsFalse - rateIsNull
}
func guesstimatePatternIn(expr *ast.PatternInExpr) float64 {
if len(expr.List) > 0 {
rate := rateEqual * float64(len(expr.List))
if expr.Not {
return rateFull - rate
}
return rate
}
return rateFull
}
func guesstimatePatternLike(expr *ast.PatternLikeExpr) float64 {
if expr.Not {
return rateFull - rateLike
}
return rateLike
}