Files
tidb/expression/builtin_vectorized_test.go

397 lines
11 KiB
Go

// Copyright 2019 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 expression
import (
"fmt"
"math/rand"
"testing"
"time"
. "github.com/pingcap/check"
"github.com/pingcap/parser/mysql"
"github.com/pingcap/tidb/types"
"github.com/pingcap/tidb/types/json"
"github.com/pingcap/tidb/util/chunk"
"github.com/pingcap/tidb/util/mock"
"github.com/pingcap/tidb/util/testleak"
)
type mockRowBuiltinDouble struct {
baseBuiltinFunc
}
func (p *mockRowBuiltinDouble) evalInt(row chunk.Row) (int64, bool, error) {
v, isNull, err := p.args[0].EvalInt(p.ctx, row)
if err != nil {
return 0, false, err
}
return v * 2, isNull, nil
}
func (p *mockRowBuiltinDouble) evalReal(row chunk.Row) (float64, bool, error) {
v, isNull, err := p.args[0].EvalReal(p.ctx, row)
if err != nil {
return 0, false, err
}
return v * 2, isNull, nil
}
func (p *mockRowBuiltinDouble) evalString(row chunk.Row) (string, bool, error) {
v, isNull, err := p.args[0].EvalString(p.ctx, row)
if err != nil {
return "", false, err
}
return v + v, isNull, nil
}
func (p *mockRowBuiltinDouble) evalDecimal(row chunk.Row) (*types.MyDecimal, bool, error) {
v, isNull, err := p.args[0].EvalDecimal(p.ctx, row)
if err != nil {
return nil, false, err
}
r := new(types.MyDecimal)
if err := types.DecimalAdd(v, v, r); err != nil {
return nil, false, err
}
return r, isNull, nil
}
func (p *mockRowBuiltinDouble) evalTime(row chunk.Row) (types.Time, bool, error) {
v, isNull, err := p.args[0].EvalTime(p.ctx, row)
if err != nil {
return types.Time{}, false, err
}
d, err := v.ConvertToDuration()
if err != nil {
return types.Time{}, false, err
}
v, err = v.Add(p.ctx.GetSessionVars().StmtCtx, d)
return v, isNull, err
}
func (p *mockRowBuiltinDouble) evalDuration(row chunk.Row) (types.Duration, bool, error) {
v, isNull, err := p.args[0].EvalDuration(p.ctx, row)
if err != nil {
return types.Duration{}, false, err
}
v, err = v.Add(v)
return v, isNull, err
}
func (p *mockRowBuiltinDouble) evalJSON(row chunk.Row) (json.BinaryJSON, bool, error) {
j, isNull, err := p.args[0].EvalJSON(p.ctx, row)
if err != nil {
return json.BinaryJSON{}, false, err
}
if isNull {
return json.BinaryJSON{}, true, nil
}
path, err := json.ParseJSONPathExpr("$.key")
if err != nil {
return json.BinaryJSON{}, false, err
}
ret, ok := j.Extract([]json.PathExpression{path})
if !ok {
return json.BinaryJSON{}, true, err
}
if err := j.UnmarshalJSON([]byte(fmt.Sprintf(`{"key":%v}`, 2*ret.GetInt64()))); err != nil {
return json.BinaryJSON{}, false, err
}
return j, false, nil
}
func convertETType(eType types.EvalType) (mysqlType byte) {
switch eType {
case types.ETInt:
mysqlType = mysql.TypeLonglong
case types.ETReal:
mysqlType = mysql.TypeDouble
case types.ETDecimal:
mysqlType = mysql.TypeNewDecimal
case types.ETDuration:
mysqlType = mysql.TypeDuration
case types.ETJson:
mysqlType = mysql.TypeJSON
case types.ETString:
mysqlType = mysql.TypeVarString
case types.ETDatetime:
mysqlType = mysql.TypeDatetime
}
return
}
func genMockRowDouble(eType types.EvalType) (builtinFunc, *chunk.Chunk, *chunk.Column, error) {
mysqlType := convertETType(eType)
tp := types.NewFieldType(mysqlType)
col1 := newColumn(1)
col1.Index = 0
col1.RetType = tp
bf := newBaseBuiltinFuncWithTp(mock.NewContext(), []Expression{col1}, eType, eType)
rowDouble := &mockRowBuiltinDouble{bf}
input := chunk.New([]*types.FieldType{tp}, 1024, 1024)
buf := chunk.NewColumn(types.NewFieldType(convertETType(eType)), 1024)
for i := 0; i < 1024; i++ {
switch eType {
case types.ETInt:
input.AppendInt64(0, int64(i))
case types.ETReal:
input.AppendFloat64(0, float64(i))
case types.ETDecimal:
dec := new(types.MyDecimal)
if err := dec.FromFloat64(float64(i)); err != nil {
return nil, nil, nil, err
}
input.AppendMyDecimal(0, dec)
case types.ETDuration:
input.AppendDuration(0, types.Duration{Duration: time.Duration(i)})
case types.ETJson:
j := new(json.BinaryJSON)
if err := j.UnmarshalJSON([]byte(fmt.Sprintf(`{"key":%v}`, i))); err != nil {
return nil, nil, nil, err
}
input.AppendJSON(0, *j)
case types.ETString:
input.AppendString(0, fmt.Sprintf("%v", i))
case types.ETDatetime:
t := types.FromDate(i, 0, 0, 0, 0, 0, 0)
input.AppendTime(0, types.Time{Time: t, Type: mysqlType})
}
}
return &vecRowConverter{rowDouble}, input, buf, nil
}
func (s *testEvaluatorSuite) checkVecEval(c *C, eType types.EvalType, sel []int, result *chunk.Column) {
if sel == nil {
for i := 0; i < 1024; i++ {
sel = append(sel, i)
}
}
switch eType {
case types.ETInt:
i64s := result.Int64s()
c.Assert(len(i64s), Equals, len(sel))
for i, j := range sel {
c.Assert(i64s[i], Equals, int64(j*2))
}
case types.ETReal:
f64s := result.Float64s()
c.Assert(len(f64s), Equals, len(sel))
for i, j := range sel {
c.Assert(f64s[i], Equals, float64(j*2))
}
case types.ETDecimal:
ds := result.Decimals()
c.Assert(len(ds), Equals, len(sel))
for i, j := range sel {
dec := new(types.MyDecimal)
c.Assert(dec.FromFloat64(float64(j)), IsNil)
rst := new(types.MyDecimal)
c.Assert(types.DecimalAdd(dec, dec, rst), IsNil)
c.Assert(rst.Compare(&ds[i]), Equals, 0)
}
case types.ETDuration:
ds := result.GoDurations()
c.Assert(len(ds), Equals, len(sel))
for i, j := range sel {
c.Assert(ds[i], Equals, time.Duration(j+j))
}
case types.ETDatetime:
ds := result.Times()
c.Assert(len(ds), Equals, len(sel))
for i, j := range sel {
gt := types.FromDate(j, 0, 0, 0, 0, 0, 0)
t := types.Time{Time: gt, Type: convertETType(eType)}
d, err := t.ConvertToDuration()
c.Assert(err, IsNil)
v, err := t.Add(mock.NewContext().GetSessionVars().StmtCtx, d)
c.Assert(err, IsNil)
c.Assert(v.Compare(ds[i]), Equals, 0)
}
case types.ETJson:
for i, j := range sel {
path, err := json.ParseJSONPathExpr("$.key")
c.Assert(err, IsNil)
ret, ok := result.GetJSON(i).Extract([]json.PathExpression{path})
c.Assert(ok, IsTrue)
c.Assert(ret.GetInt64(), Equals, int64(j*2))
}
case types.ETString:
for i, j := range sel {
c.Assert(result.GetString(i), Equals, fmt.Sprintf("%v%v", j, j))
}
}
}
func (s *testEvaluatorSuite) TestDoubleRow2Vec(c *C) {
defer testleak.AfterTest(c)()
eTypes := []types.EvalType{types.ETInt, types.ETReal, types.ETDecimal, types.ETDuration, types.ETString, types.ETDatetime, types.ETJson}
for _, eType := range eTypes {
rowDouble, input, result, err := genMockRowDouble(eType)
c.Assert(err, IsNil)
c.Assert(rowDouble.vecEval(input, result), IsNil)
s.checkVecEval(c, eType, nil, result)
sel := []int{0}
for {
end := sel[len(sel)-1]
gap := 1024 - end
if gap < 10 {
break
}
sel = append(sel, end+rand.Intn(gap-1)+1)
}
input.SetSel(sel)
c.Assert(rowDouble.vecEval(input, result), IsNil)
s.checkVecEval(c, eType, sel, result)
}
}
func BenchmarkMockDoubleRow(b *testing.B) {
typeNames := []string{"Int", "Real", "Decimal", "Duration", "String", "Datetime", "JSON"}
eTypes := []types.EvalType{types.ETInt, types.ETReal, types.ETDecimal, types.ETDuration, types.ETString, types.ETDatetime, types.ETJson}
for i, eType := range eTypes {
b.Run(typeNames[i], func(b *testing.B) {
rowDouble, input, result, _ := genMockRowDouble(eType)
it := chunk.NewIterator4Chunk(input)
b.ResetTimer()
switch eType {
case types.ETInt:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalInt(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendInt64(v)
}
}
}
case types.ETReal:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalReal(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendFloat64(v)
}
}
}
case types.ETDecimal:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalDecimal(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendMyDecimal(v)
}
}
}
case types.ETDuration:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalDuration(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendDuration(v)
}
}
}
case types.ETString:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalString(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendString(v)
}
}
}
case types.ETDatetime:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalTime(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendTime(v)
}
}
}
case types.ETJson:
for i := 0; i < b.N; i++ {
result.Reset()
for r := it.Begin(); r != it.End(); r = it.Next() {
v, isNull, err := rowDouble.evalJSON(r)
if err != nil {
b.Fatal(err)
}
if isNull {
result.AppendNull()
} else {
result.AppendJSON(v)
}
}
}
}
})
}
}
func BenchmarkMockDoubleRow2Vec(b *testing.B) {
typeNames := []string{"Int", "Real", "Decimal", "Duration", "String", "Datetime", "JSON"}
eTypes := []types.EvalType{types.ETInt, types.ETReal, types.ETDecimal, types.ETDuration, types.ETString, types.ETDatetime, types.ETJson}
for i, eType := range eTypes {
b.Run(typeNames[i], func(b *testing.B) {
rowDouble, input, result, _ := genMockRowDouble(eType)
b.ResetTimer()
for i := 0; i < b.N; i++ {
err := rowDouble.vecEval(input, result)
if err != nil {
b.Fatal(err)
}
}
})
}
}