// 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) []*Range { if isUnsigned { return []*Range{{LowVal: []types.Datum{types.NewUintDatum(0)}, HighVal: []types.Datum{types.NewUintDatum(math.MaxUint64)}, Collators: collate.GetBinaryCollatorSlice(1)}} } return []*Range{{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() []*Range { return []*Range{{LowVal: []types.Datum{{}}, HighVal: []types.Datum{types.MaxValueDatum()}, Collators: collate.GetBinaryCollatorSlice(1)}} } // FullNotNullRange is (-∞, +∞) for Range. func FullNotNullRange() []*Range { return []*Range{{LowVal: []types.Datum{types.MinNotNullDatum()}, HighVal: []types.Datum{types.MaxValueDatum()}}} } // NullRange is [null, null] for Range. func NullRange() []*Range { return []*Range{{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] }