tidb points 源码

tidb points 代码

文件路径：/util/ranger/points.go

// 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,
// 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.

package ranger

import (
	"fmt"
	"math"
	"sort"

	"github.com/pingcap/errors"
	"github.com/pingcap/tidb/errno"
	"github.com/pingcap/tidb/expression"
	"github.com/pingcap/tidb/parser/ast"
	"github.com/pingcap/tidb/parser/mysql"
	"github.com/pingcap/tidb/sessionctx/stmtctx"
	"github.com/pingcap/tidb/types"
	"github.com/pingcap/tidb/util/chunk"
	"github.com/pingcap/tidb/util/collate"
	"github.com/pingcap/tidb/util/dbterror"
)

// Error instances.
var (
	ErrUnsupportedType = dbterror.ClassOptimizer.NewStd(errno.ErrUnsupportedType)
)

// RangeType is alias for int.
type RangeType int

// RangeType constants.
const (
	IntRangeType RangeType = iota
	ColumnRangeType
	IndexRangeType
)

// Point is the end point of range interval.
type point struct {
	value types.Datum
	excl  bool // exclude
	start bool
}

func (rp *point) String() string {
	val := rp.value.GetValue()
	if rp.value.Kind() == types.KindMinNotNull {
		val = "-inf"
	} else if rp.value.Kind() == types.KindMaxValue {
		val = "+inf"
	}
	if rp.start {
		symbol := "["
		if rp.excl {
			symbol = "("
		}
		return fmt.Sprintf("%s%v", symbol, val)
	}
	symbol := "]"
	if rp.excl {
		symbol = ")"
	}
	return fmt.Sprintf("%v%s", val, symbol)
}

func (rp *point) Clone(value types.Datum) *point {
	return &point{
		value: value,
		excl:  rp.excl,
		start: rp.start,
	}
}

type pointSorter struct {
	err      error
	collator collate.Collator
	sc       *stmtctx.StatementContext
	points   []*point
}

func (r *pointSorter) Len() int {
	return len(r.points)
}

func (r *pointSorter) Less(i, j int) bool {
	a := r.points[i]
	b := r.points[j]
	less, err := rangePointLess(r.sc, a, b, r.collator)
	if err != nil {
		r.err = err
	}
	return less
}

func rangePointLess(sc *stmtctx.StatementContext, a, b *point, collator collate.Collator) (bool, error) {
	if a.value.Kind() == types.KindMysqlEnum && b.value.Kind() == types.KindMysqlEnum {
		return rangePointEnumLess(sc, a, b)
	}
	cmp, err := a.value.Compare(sc, &b.value, collator)
	if cmp != 0 {
		return cmp < 0, nil
	}
	return rangePointEqualValueLess(a, b), errors.Trace(err)
}

func rangePointEnumLess(_ *stmtctx.StatementContext, a, b *point) (bool, error) {
	cmp := types.CompareInt64(a.value.GetInt64(), b.value.GetInt64())
	if cmp != 0 {
		return cmp < 0, nil
	}
	return rangePointEqualValueLess(a, b), nil
}

func rangePointEqualValueLess(a, b *point) bool {
	if a.start && b.start {
		return !a.excl && b.excl
	} else if a.start {
		return !a.excl && !b.excl
	} else if b.start {
		return a.excl || b.excl
	}
	return a.excl && !b.excl
}

func (r *pointSorter) Swap(i, j int) {
	r.points[i], r.points[j] = r.points[j], r.points[i]
}

/*
 * If use []point, fullRange will be copied when used.
 * So for keep this behaver, getFullRange function is introduced.
 */
func getFullRange() []*point {
	return []*point{
		{start: true},
		{value: types.MaxValueDatum()},
	}
}

func getNotNullFullRange() []*point {
	return []*point{
		{value: types.MinNotNullDatum(), start: true},
		{value: types.MaxValueDatum()},
	}
}

// FullIntRange is used for table range. Since table range cannot accept MaxValueDatum as the max value.
// So we need to set it to MaxInt64.
func FullIntRange(isUnsigned bool) Ranges {
	if isUnsigned {
		return Ranges{{LowVal: []types.Datum{types.NewUintDatum(0)}, HighVal: []types.Datum{types.NewUintDatum(math.MaxUint64)}, Collators: collate.GetBinaryCollatorSlice(1)}}
	}
	return Ranges{{LowVal: []types.Datum{types.NewIntDatum(math.MinInt64)}, HighVal: []types.Datum{types.NewIntDatum(math.MaxInt64)}, Collators: collate.GetBinaryCollatorSlice(1)}}
}

// FullRange is [null, +∞) for Range.
func FullRange() Ranges {
	return Ranges{{LowVal: []types.Datum{{}}, HighVal: []types.Datum{types.MaxValueDatum()}, Collators: collate.GetBinaryCollatorSlice(1)}}
}

// FullNotNullRange is (-∞, +∞) for Range.
func FullNotNullRange() Ranges {
	return Ranges{{LowVal: []types.Datum{types.MinNotNullDatum()}, HighVal: []types.Datum{types.MaxValueDatum()}}}
}

// NullRange is [null, null] for Range.
func NullRange() Ranges {
	return Ranges{{LowVal: []types.Datum{{}}, HighVal: []types.Datum{{}}, Collators: collate.GetBinaryCollatorSlice(1)}}
}

// builder is the range builder struct.
type builder struct {
	err error
	sc  *stmtctx.StatementContext
}

func (r *builder) build(expr expression.Expression, collator collate.Collator) []*point {
	switch x := expr.(type) {
	case *expression.Column:
		return r.buildFromColumn()
	case *expression.ScalarFunction:
		return r.buildFromScalarFunc(x, collator)
	case *expression.Constant:
		return r.buildFromConstant(x)
	}

	return getFullRange()
}

func (r *builder) buildFromConstant(expr *expression.Constant) []*point {
	dt, err := expr.Eval(chunk.Row{})
	if err != nil {
		r.err = err
		return nil
	}
	if dt.IsNull() {
		return nil
	}

	val, err := dt.ToBool(r.sc)
	if err != nil {
		r.err = err
		return nil
	}

	if val == 0 {
		return nil
	}
	return getFullRange()
}

func (*builder) buildFromColumn() []*point {
	// column name expression is equivalent to column name is true.
	startPoint1 := &point{value: types.MinNotNullDatum(), start: true}
	endPoint1 := &point{excl: true}
	endPoint1.value.SetInt64(0)
	startPoint2 := &point{excl: true, start: true}
	startPoint2.value.SetInt64(0)
	endPoint2 := &point{value: types.MaxValueDatum()}
	return []*point{startPoint1, endPoint1, startPoint2, endPoint2}
}

func (r *builder) buildFromBinOp(expr *expression.ScalarFunction) []*point {
	// This has been checked that the binary operation is comparison operation, and one of
	// the operand is column name expression.
	var (
		op    string
		value types.Datum
		err   error
		ft    *types.FieldType
	)

	// refineValueAndOp refines the constant datum and operator:
	// 1. for string type since we may eval the constant to another collation instead of its own collation.
	// 2. for year type since 2-digit year value need adjustment, see https://dev.mysql.com/doc/refman/5.6/en/year.html
	refineValueAndOp := func(col *expression.Column, value *types.Datum, op *string) (err error) {
		if col.RetType.EvalType() == types.ETString && (value.Kind() == types.KindString || value.Kind() == types.KindBinaryLiteral) {
			value.SetString(value.GetString(), col.RetType.GetCollate())
		}
		// If nulleq with null value, values.ToInt64 will return err
		if col.GetType().GetType() == mysql.TypeYear && !value.IsNull() {
			// If the original value is adjusted, we need to change the condition.
			// For example, col < 2156. Since the max year is 2155, 2156 is changed to 2155.
			// col < 2155 is wrong. It should be col <= 2155.
			preValue, err1 := value.ToInt64(r.sc)
			if err1 != nil {
				return err1
			}
			*value, err = value.ConvertToMysqlYear(r.sc, col.RetType)
			if errors.ErrorEqual(err, types.ErrWarnDataOutOfRange) {
				// Keep err for EQ and NE.
				switch *op {
				case ast.GT:
					if value.GetInt64() > preValue {
						*op = ast.GE
					}
					err = nil
				case ast.LT:
					if value.GetInt64() < preValue {
						*op = ast.LE
					}
					err = nil
				case ast.GE, ast.LE:
					err = nil
				}
			}
		}
		return
	}
	var col *expression.Column
	var ok bool
	if col, ok = expr.GetArgs()[0].(*expression.Column); ok {
		ft = col.RetType
		value, err = expr.GetArgs()[1].Eval(chunk.Row{})
		if err != nil {
			return nil
		}
		op = expr.FuncName.L
	} else {
		col, ok = expr.GetArgs()[1].(*expression.Column)
		if !ok {
			return nil
		}
		ft = col.RetType
		value, err = expr.GetArgs()[0].Eval(chunk.Row{})
		if err != nil {
			return nil
		}
		switch expr.FuncName.L {
		case ast.GE:
			op = ast.LE
		case ast.GT:
			op = ast.LT
		case ast.LT:
			op = ast.GT
		case ast.LE:
			op = ast.GE
		default:
			op = expr.FuncName.L
		}
	}
	if op != ast.NullEQ && value.IsNull() {
		return nil
	}
	err = refineValueAndOp(col, &value, &op)
	if err != nil {
		if op == ast.NE {
			// col != an impossible value (not valid year)
			return getNotNullFullRange()
		}
		// col = an impossible value (not valid year)
		return nil
	}

	value, op, isValidRange := handleUnsignedCol(ft, value, op)
	if !isValidRange {
		return nil
	}

	value, op, isValidRange = handleBoundCol(ft, value, op)
	if !isValidRange {
		return nil
	}

	if ft.GetType() == mysql.TypeEnum && ft.EvalType() == types.ETString {
		return handleEnumFromBinOp(r.sc, ft, value, op)
	}

	switch op {
	case ast.NullEQ:
		if value.IsNull() {
			return []*point{{start: true}, {}} // [null, null]
		}
		fallthrough
	case ast.EQ:
		startPoint := &point{value: value, start: true}
		endPoint := &point{value: value}
		return []*point{startPoint, endPoint}
	case ast.NE:
		startPoint1 := &point{value: types.MinNotNullDatum(), start: true}
		endPoint1 := &point{value: value, excl: true}
		startPoint2 := &point{value: value, start: true, excl: true}
		endPoint2 := &point{value: types.MaxValueDatum()}
		return []*point{startPoint1, endPoint1, startPoint2, endPoint2}
	case ast.LT:
		startPoint := &point{value: types.MinNotNullDatum(), start: true}
		endPoint := &point{value: value, excl: true}
		return []*point{startPoint, endPoint}
	case ast.LE:
		startPoint := &point{value: types.MinNotNullDatum(), start: true}
		endPoint := &point{value: value}
		return []*point{startPoint, endPoint}
	case ast.GT:
		startPoint := &point{value: value, start: true, excl: true}
		endPoint := &point{value: types.MaxValueDatum()}
		return []*point{startPoint, endPoint}
	case ast.GE:
		startPoint := &point{value: value, start: true}
		endPoint := &point{value: types.MaxValueDatum()}
		return []*point{startPoint, endPoint}
	}
	return nil
}

// handleUnsignedCol handles the case when unsigned column meets negative value.
// The three returned values are: fixed constant value, fixed operator, and a boolean
// which indicates whether the range is valid or not.
func handleUnsignedCol(ft *types.FieldType, val types.Datum, op string) (types.Datum, string, bool) {
	isUnsigned := mysql.HasUnsignedFlag(ft.GetFlag())
	isNegative := (val.Kind() == types.KindInt64 && val.GetInt64() < 0) ||
		(val.Kind() == types.KindFloat32 && val.GetFloat32() < 0) ||
		(val.Kind() == types.KindFloat64 && val.GetFloat64() < 0) ||
		(val.Kind() == types.KindMysqlDecimal && val.GetMysqlDecimal().IsNegative())

	if !isUnsigned || !isNegative {
		return val, op, true
	}

	// If the operator is GT, GE or NE, the range should be [0, +inf].
	// Otherwise the value is out of valid range.
	if op == ast.GT || op == ast.GE || op == ast.NE {
		op = ast.GE
		switch val.Kind() {
		case types.KindInt64:
			val.SetUint64(0)
		case types.KindFloat32:
			val.SetFloat32(0)
		case types.KindFloat64:
			val.SetFloat64(0)
		case types.KindMysqlDecimal:
			val.SetMysqlDecimal(new(types.MyDecimal))
		}
		return val, op, true
	}

	return val, op, false
}

// handleBoundCol handles the case when column meets overflow value.
// The three returned values are: fixed constant value, fixed operator, and a boolean
// which indicates whether the range is valid or not.
func handleBoundCol(ft *types.FieldType, val types.Datum, op string) (types.Datum, string, bool) {
	isUnsigned := mysql.HasUnsignedFlag(ft.GetFlag())
	isNegative := val.Kind() == types.KindInt64 && val.GetInt64() < 0
	if isUnsigned {
		return val, op, true
	}

	switch ft.GetType() {
	case mysql.TypeTiny, mysql.TypeShort, mysql.TypeInt24, mysql.TypeLong, mysql.TypeLonglong:
		if !isNegative && val.GetUint64() > math.MaxInt64 {
			switch op {
			case ast.GT, ast.GE:
				return val, op, false
			case ast.NE, ast.LE, ast.LT:
				op = ast.LE
				val = types.NewIntDatum(math.MaxInt64)
			}
		}
	case mysql.TypeFloat:
		if val.GetFloat64() > math.MaxFloat32 {
			switch op {
			case ast.GT, ast.GE:
				return val, op, false
			case ast.NE, ast.LE, ast.LT:
				op = ast.LE
				val = types.NewFloat32Datum(math.MaxFloat32)
			}
		} else if val.GetFloat64() < -math.MaxFloat32 {
			switch op {
			case ast.LE, ast.LT:
				return val, op, false
			case ast.GT, ast.GE, ast.NE:
				op = ast.GE
				val = types.NewFloat32Datum(-math.MaxFloat32)
			}
		}
	}

	return val, op, true
}

func handleEnumFromBinOp(sc *stmtctx.StatementContext, ft *types.FieldType, val types.Datum, op string) []*point {
	res := make([]*point, 0, len(ft.GetElems())*2)
	appendPointFunc := func(d types.Datum) {
		res = append(res, &point{value: d, excl: false, start: true})
		res = append(res, &point{value: d, excl: false, start: false})
	}

	if op == ast.NullEQ && val.IsNull() {
		res = append(res, &point{start: true}, &point{}) // null point
	}

	tmpEnum := types.Enum{}
	for i := 0; i <= len(ft.GetElems()); i++ {
		if i == 0 {
			tmpEnum = types.Enum{}
		} else {
			tmpEnum.Name = ft.GetElems()[i-1]
			tmpEnum.Value = uint64(i)
		}

		d := types.NewCollateMysqlEnumDatum(tmpEnum, ft.GetCollate())
		if v, err := d.Compare(sc, &val, collate.GetCollator(ft.GetCollate())); err == nil {
			switch op {
			case ast.LT:
				if v < 0 {
					appendPointFunc(d)
				}
			case ast.LE:
				if v <= 0 {
					appendPointFunc(d)
				}
			case ast.GT:
				if v > 0 {
					appendPointFunc(d)
				}
			case ast.GE:
				if v >= 0 {
					appendPointFunc(d)
				}
			case ast.EQ, ast.NullEQ:
				if v == 0 {
					appendPointFunc(d)
				}
			case ast.NE:
				if v != 0 {
					appendPointFunc(d)
				}
			}
		}
	}
	return res
}

func (*builder) buildFromIsTrue(_ *expression.ScalarFunction, isNot int, keepNull bool) []*point {
	if isNot == 1 {
		if keepNull {
			// Range is {[0, 0]}
			startPoint := &point{start: true}
			startPoint.value.SetInt64(0)
			endPoint := &point{}
			endPoint.value.SetInt64(0)
			return []*point{startPoint, endPoint}
		}
		// NOT TRUE range is {[null null] [0, 0]}
		startPoint1 := &point{start: true}
		endPoint1 := &point{}
		startPoint2 := &point{start: true}
		startPoint2.value.SetInt64(0)
		endPoint2 := &point{}
		endPoint2.value.SetInt64(0)
		return []*point{startPoint1, endPoint1, startPoint2, endPoint2}
	}
	// TRUE range is {[-inf 0) (0 +inf]}
	startPoint1 := &point{value: types.MinNotNullDatum(), start: true}
	endPoint1 := &point{excl: true}
	endPoint1.value.SetInt64(0)
	startPoint2 := &point{excl: true, start: true}
	startPoint2.value.SetInt64(0)
	endPoint2 := &point{value: types.MaxValueDatum()}
	return []*point{startPoint1, endPoint1, startPoint2, endPoint2}
}

func (*builder) buildFromIsFalse(_ *expression.ScalarFunction, isNot int) []*point {
	if isNot == 1 {
		// NOT FALSE range is {[-inf, 0), (0, +inf], [null, null]}
		startPoint1 := &point{start: true}
		endPoint1 := &point{excl: true}
		endPoint1.value.SetInt64(0)
		startPoint2 := &point{start: true, excl: true}
		startPoint2.value.SetInt64(0)
		endPoint2 := &point{value: types.MaxValueDatum()}
		return []*point{startPoint1, endPoint1, startPoint2, endPoint2}
	}
	// FALSE range is {[0, 0]}
	startPoint := &point{start: true}
	startPoint.value.SetInt64(0)
	endPoint := &point{}
	endPoint.value.SetInt64(0)
	return []*point{startPoint, endPoint}
}

func (r *builder) buildFromIn(expr *expression.ScalarFunction) ([]*point, bool) {
	list := expr.GetArgs()[1:]
	rangePoints := make([]*point, 0, len(list)*2)
	hasNull := false
	colCollate := expr.GetArgs()[0].GetType().GetCollate()
	for _, e := range list {
		v, ok := e.(*expression.Constant)
		if !ok {
			r.err = ErrUnsupportedType.GenWithStack("expr:%v is not constant", e)
			return getFullRange(), hasNull
		}
		dt, err := v.Eval(chunk.Row{})
		if err != nil {
			r.err = ErrUnsupportedType.GenWithStack("expr:%v is not evaluated", e)
			return getFullRange(), hasNull
		}
		if dt.IsNull() {
			hasNull = true
			continue
		}
		if expr.GetArgs()[0].GetType().GetType() == mysql.TypeEnum {
			switch dt.Kind() {
			case types.KindString, types.KindBytes, types.KindBinaryLiteral:
				// Can't use ConvertTo directly, since we shouldn't convert numerical string to Enum in select stmt.
				targetType := expr.GetArgs()[0].GetType()
				enum, parseErr := types.ParseEnumName(targetType.GetElems(), dt.GetString(), targetType.GetCollate())
				if parseErr == nil {
					dt.SetMysqlEnum(enum, targetType.GetCollate())
				} else {
					err = parseErr
				}
			default:
				dt, err = dt.ConvertTo(r.sc, expr.GetArgs()[0].GetType())
			}

			if err != nil {
				// in (..., an impossible value (not valid enum), ...), the range is empty, so skip it.
				continue
			}
		}
		if expr.GetArgs()[0].GetType().GetType() == mysql.TypeYear {
			dt, err = dt.ConvertToMysqlYear(r.sc, expr.GetArgs()[0].GetType())
			if err != nil {
				// in (..., an impossible value (not valid year), ...), the range is empty, so skip it.
				continue
			}
		}
		if expr.GetArgs()[0].GetType().EvalType() == types.ETString && (dt.Kind() == types.KindString || dt.Kind() == types.KindBinaryLiteral) {
			dt.SetString(dt.GetString(), expr.GetArgs()[0].GetType().GetCollate()) // refine the string like what we did in builder.buildFromBinOp
		}
		var startValue, endValue types.Datum
		dt.Copy(&startValue)
		dt.Copy(&endValue)
		startPoint := &point{value: startValue, start: true}
		endPoint := &point{value: endValue}
		rangePoints = append(rangePoints, startPoint, endPoint)
	}
	sorter := pointSorter{points: rangePoints, sc: r.sc, collator: collate.GetCollator(colCollate)}
	sort.Sort(&sorter)
	if sorter.err != nil {
		r.err = sorter.err
	}
	// check and remove duplicates
	curPos, frontPos := 0, 0
	for frontPos < len(rangePoints) {
		if rangePoints[curPos].start == rangePoints[frontPos].start {
			frontPos++
		} else {
			curPos++
			rangePoints[curPos] = rangePoints[frontPos]
			frontPos++
		}
	}
	if curPos > 0 {
		curPos++
	}
	return rangePoints[:curPos], hasNull
}

func (r *builder) newBuildFromPatternLike(expr *expression.ScalarFunction) []*point {
	_, collation := expr.CharsetAndCollation()
	if !collate.CompatibleCollate(expr.GetArgs()[0].GetType().GetCollate(), collation) {
		return getFullRange()
	}
	pdt, err := expr.GetArgs()[1].(*expression.Constant).Eval(chunk.Row{})
	tpOfPattern := expr.GetArgs()[0].GetType()
	if err != nil {
		r.err = errors.Trace(err)
		return getFullRange()
	}
	pattern, err := pdt.ToString()
	if err != nil {
		r.err = errors.Trace(err)
		return getFullRange()
	}
	if pattern == "" {
		startPoint := &point{value: types.NewStringDatum(""), start: true}
		endPoint := &point{value: types.NewStringDatum("")}
		return []*point{startPoint, endPoint}
	}
	lowValue := make([]byte, 0, len(pattern))
	edt, err := expr.GetArgs()[2].(*expression.Constant).Eval(chunk.Row{})
	if err != nil {
		r.err = errors.Trace(err)
		return getFullRange()
	}
	escape := byte(edt.GetInt64())
	var exclude bool
	isExactMatch := true
	for i := 0; i < len(pattern); i++ {
		if pattern[i] == escape {
			i++
			if i < len(pattern) {
				lowValue = append(lowValue, pattern[i])
			} else {
				lowValue = append(lowValue, escape)
			}
			continue
		}
		if pattern[i] == '%' {
			// Get the prefix.
			isExactMatch = false
			break
		} else if pattern[i] == '_' {
			// Get the prefix, but exclude the prefix.
			// e.g., "abc_x", the start point exclude "abc",
			// because the string length is more than 3.
			exclude = true
			isExactMatch = false
			break
		}
		lowValue = append(lowValue, pattern[i])
	}
	if len(lowValue) == 0 {
		return []*point{{value: types.MinNotNullDatum(), start: true}, {value: types.MaxValueDatum()}}
	}
	if isExactMatch {
		val := types.NewCollationStringDatum(string(lowValue), tpOfPattern.GetCollate())
		return []*point{{value: val, start: true}, {value: val}}
	}
	startPoint := &point{start: true, excl: exclude}
	startPoint.value.SetBytesAsString(lowValue, tpOfPattern.GetCollate(), uint32(tpOfPattern.GetFlen()))
	highValue := make([]byte, len(lowValue))
	copy(highValue, lowValue)
	endPoint := &point{excl: true}
	for i := len(highValue) - 1; i >= 0; i-- {
		// Make the end point value more than the start point value,
		// and the length of the end point value is the same as the length of the start point value.
		// e.g., the start point value is "abc", so the end point value is "abd".
		highValue[i]++
		if highValue[i] != 0 {
			endPoint.value.SetBytesAsString(highValue, tpOfPattern.GetCollate(), uint32(tpOfPattern.GetFlen()))
			break
		}
		// If highValue[i] is 255 and highValue[i]++ is 0, then the end point value is max value.
		if i == 0 {
			endPoint.value = types.MaxValueDatum()
		}
	}
	return []*point{startPoint, endPoint}
}

func (r *builder) buildFromNot(expr *expression.ScalarFunction) []*point {
	switch n := expr.FuncName.L; n {
	case ast.IsTruthWithoutNull:
		return r.buildFromIsTrue(expr, 1, false)
	case ast.IsTruthWithNull:
		return r.buildFromIsTrue(expr, 1, true)
	case ast.IsFalsity:
		return r.buildFromIsFalse(expr, 1)
	case ast.In:
		var (
			isUnsignedIntCol bool
			nonNegativePos   int
		)
		rangePoints, hasNull := r.buildFromIn(expr)
		if hasNull {
			return nil
		}
		if x, ok := expr.GetArgs()[0].(*expression.Column); ok {
			isUnsignedIntCol = mysql.HasUnsignedFlag(x.RetType.GetFlag()) && mysql.IsIntegerType(x.RetType.GetType())
		}
		// negative ranges can be directly ignored for unsigned int columns.
		if isUnsignedIntCol {
			for nonNegativePos = 0; nonNegativePos < len(rangePoints); nonNegativePos += 2 {
				if rangePoints[nonNegativePos].value.Kind() == types.KindUint64 || rangePoints[nonNegativePos].value.GetInt64() >= 0 {
					break
				}
			}
			rangePoints = rangePoints[nonNegativePos:]
		}
		retRangePoints := make([]*point, 0, 2+len(rangePoints))
		previousValue := types.Datum{}
		for i := 0; i < len(rangePoints); i += 2 {
			retRangePoints = append(retRangePoints, &point{value: previousValue, start: true, excl: true})
			retRangePoints = append(retRangePoints, &point{value: rangePoints[i].value, excl: true})
			previousValue = rangePoints[i].value
		}
		// Append the interval (last element, max value].
		retRangePoints = append(retRangePoints, &point{value: previousValue, start: true, excl: true})
		retRangePoints = append(retRangePoints, &point{value: types.MaxValueDatum()})
		return retRangePoints
	case ast.Like:
		// Pattern not like is not supported.
		r.err = ErrUnsupportedType.GenWithStack("NOT LIKE is not supported.")
		return getFullRange()
	case ast.IsNull:
		startPoint := &point{value: types.MinNotNullDatum(), start: true}
		endPoint := &point{value: types.MaxValueDatum()}
		return []*point{startPoint, endPoint}
	}
	// TODO: currently we don't handle ast.LogicAnd, ast.LogicOr, ast.GT, ast.LT and so on. Most of those cases are eliminated
	// by PushDownNot but they may happen. For now, we return full range for those unhandled cases in order to keep correctness.
	// Later we need to cover those cases and set r.err when meeting some unexpected case.
	return getFullRange()
}

func (r *builder) buildFromScalarFunc(expr *expression.ScalarFunction, collator collate.Collator) []*point {
	switch op := expr.FuncName.L; op {
	case ast.GE, ast.GT, ast.LT, ast.LE, ast.EQ, ast.NE, ast.NullEQ:
		return r.buildFromBinOp(expr)
	case ast.LogicAnd:
		return r.intersection(r.build(expr.GetArgs()[0], collator), r.build(expr.GetArgs()[1], collator), collator)
	case ast.LogicOr:
		return r.union(r.build(expr.GetArgs()[0], collator), r.build(expr.GetArgs()[1], collator), collator)
	case ast.IsTruthWithoutNull:
		return r.buildFromIsTrue(expr, 0, false)
	case ast.IsTruthWithNull:
		return r.buildFromIsTrue(expr, 0, true)
	case ast.IsFalsity:
		return r.buildFromIsFalse(expr, 0)
	case ast.In:
		retPoints, _ := r.buildFromIn(expr)
		return retPoints
	case ast.Like:
		return r.newBuildFromPatternLike(expr)
	case ast.IsNull:
		startPoint := &point{start: true}
		endPoint := &point{}
		return []*point{startPoint, endPoint}
	case ast.UnaryNot:
		return r.buildFromNot(expr.GetArgs()[0].(*expression.ScalarFunction))
	}

	return nil
}

func (r *builder) intersection(a, b []*point, collator collate.Collator) []*point {
	return r.merge(a, b, false, collator)
}

func (r *builder) union(a, b []*point, collator collate.Collator) []*point {
	return r.merge(a, b, true, collator)
}

func (r *builder) mergeSorted(a, b []*point, collator collate.Collator) []*point {
	ret := make([]*point, 0, len(a)+len(b))
	i, j := 0, 0
	for i < len(a) && j < len(b) {
		less, err := rangePointLess(r.sc, a[i], b[j], collator)
		if err != nil {
			r.err = err
			return nil
		}
		if less {
			ret = append(ret, a[i])
			i++
		} else {
			ret = append(ret, b[j])
			j++
		}
	}
	if i < len(a) {
		ret = append(ret, a[i:]...)
	} else if j < len(b) {
		ret = append(ret, b[j:]...)
	}
	return ret
}

func (r *builder) merge(a, b []*point, union bool, collator collate.Collator) []*point {
	mergedPoints := r.mergeSorted(a, b, collator)
	if r.err != nil {
		return nil
	}

	var (
		inRangeCount         int
		requiredInRangeCount int
	)
	if union {
		requiredInRangeCount = 1
	} else {
		requiredInRangeCount = 2
	}
	curTail := 0
	for _, val := range mergedPoints {
		if val.start {
			inRangeCount++
			if inRangeCount == requiredInRangeCount {
				// Just reached the required in range count, a new range started.
				mergedPoints[curTail] = val
				curTail++
			}
		} else {
			if inRangeCount == requiredInRangeCount {
				// Just about to leave the required in range count, the range is ended.
				mergedPoints[curTail] = val
				curTail++
			}
			inRangeCount--
		}
	}
	return mergedPoints[:curTail]
}

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