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// Copyright 2017 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 (
"strconv"
"github.com/juju/errors"
"github.com/pingcap/tidb/ast"
"github.com/pingcap/tidb/mysql"
"github.com/pingcap/tidb/sessionctx"
"github.com/pingcap/tidb/types"
"github.com/pingcap/tidb/util/chunk"
)
// Vectorizable checks whether a list of expressions can employ vectorized execution.
func Vectorizable(exprs []Expression) bool {
for _, expr := range exprs {
if hasUnVectorizableFunc(expr) {
return false
}
}
return true
}
// hasUnVectorizableFunc checks whether an expression contains functions that can not utilize the vectorized execution.
func hasUnVectorizableFunc(expr Expression) bool {
scalaFunc, ok := expr.(*ScalarFunction)
if !ok {
return false
}
if scalaFunc.FuncName.L == ast.SetVar {
return true
}
if scalaFunc.FuncName.L == ast.GetVar {
return true
}
for _, arg := range scalaFunc.GetArgs() {
if hasUnVectorizableFunc(arg) {
return true
}
}
return false
}
// VectorizedExecute evaluates a list of expressions column by column and append their results to "output" Chunk.
func VectorizedExecute(ctx sessionctx.Context, exprs []Expression, iterator *chunk.Iterator4Chunk, output *chunk.Chunk) error {
for colID, expr := range exprs {
err := evalOneColumn(ctx, expr, iterator, output, colID)
if err != nil {
return errors.Trace(err)
}
}
return nil
}
func evalOneColumn(ctx sessionctx.Context, expr Expression, iterator *chunk.Iterator4Chunk, output *chunk.Chunk, colID int) (err error) {
switch fieldType, evalType := expr.GetType(), expr.GetType().EvalType(); evalType {
case types.ETInt:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToInt(ctx, expr, fieldType, row, output, colID)
}
case types.ETReal:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToReal(ctx, expr, fieldType, row, output, colID)
}
case types.ETDecimal:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToDecimal(ctx, expr, fieldType, row, output, colID)
}
case types.ETDatetime, types.ETTimestamp:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToDatetime(ctx, expr, fieldType, row, output, colID)
}
case types.ETDuration:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToDuration(ctx, expr, fieldType, row, output, colID)
}
case types.ETJson:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToJSON(ctx, expr, fieldType, row, output, colID)
}
case types.ETString:
for row := iterator.Begin(); err == nil && row != iterator.End(); row = iterator.Next() {
err = executeToString(ctx, expr, fieldType, row, output, colID)
}
}
return errors.Trace(err)
}
func evalOneCell(ctx sessionctx.Context, expr Expression, row chunk.Row, output *chunk.Chunk, colID int) (err error) {
switch fieldType, evalType := expr.GetType(), expr.GetType().EvalType(); evalType {
case types.ETInt:
err = executeToInt(ctx, expr, fieldType, row, output, colID)
case types.ETReal:
err = executeToReal(ctx, expr, fieldType, row, output, colID)
case types.ETDecimal:
err = executeToDecimal(ctx, expr, fieldType, row, output, colID)
case types.ETDatetime, types.ETTimestamp:
err = executeToDatetime(ctx, expr, fieldType, row, output, colID)
case types.ETDuration:
err = executeToDuration(ctx, expr, fieldType, row, output, colID)
case types.ETJson:
err = executeToJSON(ctx, expr, fieldType, row, output, colID)
case types.ETString:
err = executeToString(ctx, expr, fieldType, row, output, colID)
}
return errors.Trace(err)
}
func executeToInt(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalInt(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
return nil
}
if fieldType.Tp == mysql.TypeBit {
output.AppendBytes(colID, strconv.AppendUint(make([]byte, 0, 8), uint64(res), 10))
return nil
}
if mysql.HasUnsignedFlag(fieldType.Flag) {
output.AppendUint64(colID, uint64(res))
return nil
}
output.AppendInt64(colID, res)
return nil
}
func executeToReal(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalReal(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
return nil
}
if fieldType.Tp == mysql.TypeFloat {
output.AppendFloat32(colID, float32(res))
return nil
}
output.AppendFloat64(colID, res)
return nil
}
func executeToDecimal(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalDecimal(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
return nil
}
output.AppendMyDecimal(colID, res)
return nil
}
func executeToDatetime(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalTime(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
} else {
output.AppendTime(colID, res)
}
return nil
}
func executeToDuration(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalDuration(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
} else {
output.AppendDuration(colID, res)
}
return nil
}
func executeToJSON(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalJSON(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
} else {
output.AppendJSON(colID, res)
}
return nil
}
func executeToString(ctx sessionctx.Context, expr Expression, fieldType *types.FieldType, row chunk.Row, output *chunk.Chunk, colID int) error {
res, isNull, err := expr.EvalString(ctx, row)
if err != nil {
return errors.Trace(err)
}
if isNull {
output.AppendNull(colID)
} else if fieldType.Tp == mysql.TypeEnum {
val := types.Enum{Value: uint64(0), Name: res}
output.AppendEnum(colID, val)
} else if fieldType.Tp == mysql.TypeSet {
val := types.Set{Value: uint64(0), Name: res}
output.AppendSet(colID, val)
} else {
output.AppendString(colID, res)
}
return nil
}
// VectorizedFilter applies a list of filters to a Chunk and
// returns a bool slice, which indicates whether a row is passed the filters.
// Filters is executed vectorized.
func VectorizedFilter(ctx sessionctx.Context, filters []Expression, iterator *chunk.Iterator4Chunk, selected []bool) ([]bool, error) {
selected = selected[:0]
for i, numRows := 0, iterator.Len(); i < numRows; i++ {
selected = append(selected, true)
}
for _, filter := range filters {
isIntType := true
if filter.GetType().EvalType() != types.ETInt {
isIntType = false
}
for row := iterator.Begin(); row != iterator.End(); row = iterator.Next() {
if !selected[row.Idx()] {
continue
}
if isIntType {
filterResult, isNull, err := filter.EvalInt(ctx, row)
if err != nil {
return nil, errors.Trace(err)
}
selected[row.Idx()] = selected[row.Idx()] && !isNull && (filterResult != 0)
} else {
// TODO: should rewrite the filter to `cast(expr as SIGNED) != 0` and always use `EvalInt`.
bVal, err := EvalBool(ctx, []Expression{filter}, row)
if err != nil {
return nil, errors.Trace(err)
}
selected[row.Idx()] = selected[row.Idx()] && bVal
}
}
}
return selected, nil
}
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