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consumer.go
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/*
Copyright ApeCloud, Inc.
Licensed under the Apache v2(found in the LICENSE file in the root directory).
*/
package cdc
import (
"context"
"flag"
"fmt"
"github.com/wesql/sqlparser"
"github.com/wesql/sqlparser/go/sqltypes"
binlogdatapb "github.com/wesql/sqlparser/go/vt/proto/binlogdata"
querypb "github.com/wesql/sqlparser/go/vt/proto/query"
topodatapb "github.com/wesql/sqlparser/go/vt/proto/topodata"
vtgatepb "github.com/wesql/sqlparser/go/vt/proto/vtgate"
"github.com/wesql/sqlparser/go/vt/proto/vtgateservice"
"google.golang.org/grpc"
"google.golang.org/grpc/credentials/insecure"
"io"
"net"
"strings"
)
type CdcConsumer struct {
Ctx context.Context
DialContextFunc func(ctx context.Context, address string) (net.Conn, error)
VtgateClient vtgateservice.VitessClient
VtgateCloseFunc func()
EventReader vtgateservice.Vitess_VStreamClient
ColumnInfoMap map[string]*ColumnInfo
PkFields []*querypb.Field
}
func NewCdcConsumer() (cc *CdcConsumer) {
flag.Parse()
err := checkFlags()
if err != nil {
SpiFatalf("cdc consumer error: %v\n", err)
}
return &CdcConsumer{
Ctx: context.Background(),
DialContextFunc: func(ctx context.Context, address string) (net.Conn, error) {
return net.Dial("tcp", address)
},
}
}
func (cc *CdcConsumer) Open() {
// 1. Connect to the vtgate server.
cc.VtgateClient, cc.VtgateCloseFunc = cc.OpenWeScaleClient()
SpiOpen(cc)
// 2. Build ColumnInfo Map
cc.ReloadColInfoMap(DefaultConfig.TableSchema, DefaultConfig.SourceTableName)
}
func (cc *CdcConsumer) Close() {
cc.VtgateCloseFunc()
SpiClose(cc)
}
func (cc *CdcConsumer) Run() {
// 3. Create a VStream request.
cc.StartVStream()
// 4. Read the stream and process the events.
var fields []*querypb.Field
var currentGTID string
var currentPK *querypb.QueryResult
// todo cdc: consider replace it with a channel
var resultList []*RowResult
for {
resp, err := cc.EventReader.Recv()
if err == io.EOF {
SpiInfof("cdc consumer ended\n")
return
}
if err != nil {
SpiInfof("cdc consumer exit for error: %v\n", err)
return
}
eventList := resp.Events
for _, event := range eventList {
switch event.Type {
case binlogdatapb.VEventType_FIELD:
fields = event.FieldEvent.Fields
cc.PkFields = getPkFields(cc.ColumnInfoMap, fields)
case binlogdatapb.VEventType_ROW:
resultList = ProcessRowEvent(event, fields, resultList)
case binlogdatapb.VEventType_VGTID:
if len(event.Vgtid.GetShardGtids()) > 0 && event.Vgtid.GetShardGtids()[0].Gtid != "" {
currentGTID = event.Vgtid.GetShardGtids()[0].Gtid
}
if len(event.Vgtid.GetShardGtids()) > 0 && len(event.Vgtid.GetShardGtids()[0].TablePKs) > 0 {
currentPK = event.Vgtid.GetShardGtids()[0].TablePKs[0].Lastpk
if currentPK != nil {
currentPK.Fields = cc.PkFields
} else {
}
}
case binlogdatapb.VEventType_COMMIT:
if len(resultList) == 0 {
continue
}
cc.ExecuteBatch(currentGTID, currentPK, resultList)
// clear the result list
resultList = make([]*RowResult, 0)
case binlogdatapb.VEventType_COPY_COMPLETED:
SpiInfof("cdc consumer copy completed\n")
}
}
}
}
func ProcessRowEvent(event *binlogdatapb.VEvent, fields []*querypb.Field, resultList []*RowResult) []*RowResult {
for _, rowChange := range event.RowEvent.RowChanges {
before := false
after := false
if rowChange.Before != nil {
before = true
}
if rowChange.After != nil {
after = true
}
switch {
case !before && after:
// insert
res := sqltypes.CustomProto3ToResult(fields, &querypb.QueryResult{
Fields: fields,
Rows: []*querypb.Row{
rowChange.After,
},
})
resultList = append(resultList, &RowResult{RowType: INSERT, Before: nil, After: res})
case before && !after:
// delete
res := sqltypes.CustomProto3ToResult(fields, &querypb.QueryResult{
Fields: fields,
Rows: []*querypb.Row{
rowChange.Before,
},
})
resultList = append(resultList, &RowResult{RowType: DELETE, Before: res, After: nil})
case before && after:
// update
res1 := sqltypes.CustomProto3ToResult(fields, &querypb.QueryResult{
Fields: fields,
Rows: []*querypb.Row{
rowChange.Before,
},
})
res2 := sqltypes.CustomProto3ToResult(fields, &querypb.QueryResult{
Fields: fields,
Rows: []*querypb.Row{
rowChange.After,
},
})
resultList = append(resultList, &RowResult{RowType: UPDATE, Before: res1, After: res2})
default:
panic("unreachable code")
}
}
return resultList
}
func (cc *CdcConsumer) StartVStream() {
lastGtid, lastPK, err := SpiLoadGTIDAndLastPK(cc)
if err != nil {
SpiFatalf("cdc consumer failed to load gtid and lastpk: %v\n", err)
}
vgtid := &binlogdatapb.VGtid{
ShardGtids: []*binlogdatapb.ShardGtid{{
Keyspace: DefaultConfig.TableSchema,
Shard: "0",
Gtid: lastGtid,
TablePKs: []*binlogdatapb.TableLastPK{{
TableName: DefaultConfig.SourceTableName,
Lastpk: lastPK,
}},
}}}
filter := &binlogdatapb.Filter{
Rules: []*binlogdatapb.Rule{{
Match: DefaultConfig.SourceTableName,
Filter: DefaultConfig.FilterStatement,
}},
}
flags := &vtgatepb.VStreamFlags{}
req := &vtgatepb.VStreamRequest{
TabletType: topodatapb.TabletType_PRIMARY,
Vgtid: vgtid,
Filter: filter,
Flags: flags,
}
cc.EventReader, err = cc.VtgateClient.VStream(cc.Ctx, req)
if err != nil {
SpiFatalf("cdc consumer failed to create vstream: %v\n", err)
}
SpiInfof("cdc consumer start streaming\n")
}
func (cc *CdcConsumer) OpenWeScaleClient() (vtgateservice.VitessClient, func()) {
conn, err := grpc.Dial(fmt.Sprintf("%s:%s", DefaultConfig.WeScaleHost, DefaultConfig.WeScaleGrpcPort),
grpc.WithTransportCredentials(insecure.NewCredentials()),
grpc.WithContextDialer(cc.DialContextFunc),
)
if err != nil {
SpiFatalf("cdc consumer failed to connect to vtgate: %v\n", err)
}
client := vtgateservice.NewVitessClient(conn)
closeFunc := func() {
conn.Close()
}
return client, closeFunc
}
func generateInsertParsedQuery(tableSchema, tableName string, result *sqltypes.Result) *sqlparser.ParsedQuery {
fieldNameList := make([]string, 0)
vals := make([]string, 0)
vars := make([]any, 0)
for _, field := range result.Fields {
fieldNameList = append(fieldNameList, field.Name)
vars = append(vars, sqlparser.String(sqlparser.NewArgument(field.Name)))
vals = append(vals, "%a")
}
queryTemplate := fmt.Sprintf("insert into %s.%s (%s) values (%s)", tableSchema, tableName, strings.Join(fieldNameList, ","), strings.Join(vals, ","))
return sqlparser.BuildParsedQuery(queryTemplate, vars...)
}
func generateInsertQueryBindVariables(result *sqltypes.Result) map[string]*querypb.BindVariable {
bindVars := make(map[string]*querypb.BindVariable)
for _, namedValues := range result.Named().Rows {
for colName, value := range namedValues {
bindVars[colName] = sqltypes.ValueBindVariable(value)
}
}
return bindVars
}
func getCharsetAndCollation(columnName string, colInfoMap map[string]*ColumnInfo) (string, string) {
if colInfo, ok := colInfoMap[columnName]; ok {
return colInfo.CharSet, colInfo.Collation
}
return "", ""
}
func generatePKConstraint(pkFields []*querypb.Field, colInfoMap map[string]*ColumnInfo) string {
buf := sqlparser.NewTrackedBuffer(nil)
type charSetCollation struct {
charSet string
collation string
}
var charSetCollations []*charSetCollation
separator := "("
for _, pkname := range pkFields {
charSet, collation := getCharsetAndCollation(pkname.Name, colInfoMap)
charSetCollations = append(charSetCollations, &charSetCollation{charSet: charSet, collation: collation})
buf.Myprintf("%s%s%v%s", separator, charSet, &sqlparser.ColName{Name: sqlparser.NewIdentifierCI(pkname.Name)}, collation)
separator = ","
}
separator = ") = ("
for i := range pkFields {
buf.WriteString(separator)
buf.WriteString(charSetCollations[i].charSet)
separator = ","
buf.WriteString("%a")
buf.WriteString(charSetCollations[i].collation)
}
buf.WriteString(")")
return buf.String()
}
func GenerateInsertSQL(rowResult *RowResult) (string, error) {
parsedInsert := generateInsertParsedQuery(DefaultConfig.TableSchema, DefaultConfig.TargetTableName, rowResult.After)
bindVars := generateInsertQueryBindVariables(rowResult.After)
insertSql, err := parsedInsert.GenerateQuery(bindVars, nil)
if err != nil {
return "", err
}
return insertSql, nil
}
func generateDeleteParsedQuery(tableSchema, tableName string, pkFields []*querypb.Field, colInfoMap map[string]*ColumnInfo) *sqlparser.ParsedQuery {
queryTemplate := fmt.Sprintf("delete from %s.%s", tableSchema, tableName)
vars := make([]any, 0)
buf := sqlparser.NewTrackedBuffer(nil)
buf.WriteString(" where ")
buf.WriteString(generatePKConstraint(pkFields, colInfoMap))
for _, field := range pkFields {
vars = append(vars, sqlparser.String(sqlparser.NewArgument(field.Name)))
}
queryTemplate = fmt.Sprintf("%s%s", queryTemplate, buf.String())
return sqlparser.BuildParsedQuery(queryTemplate, vars...)
}
func generateDeleteQueryBindVariables(result *sqltypes.Result, pkFields []*querypb.Field) map[string]*querypb.BindVariable {
pkMap := make(map[string]bool)
for _, pkField := range pkFields {
pkMap[pkField.Name] = true
}
bindVars := make(map[string]*querypb.BindVariable)
for _, namedValues := range result.Named().Rows {
for colName, value := range namedValues {
if _, ok := pkMap[colName]; ok {
bindVars[colName] = sqltypes.ValueBindVariable(value)
}
}
}
return bindVars
}
func GenerateDeleteSQL(rowResult *RowResult, pkFields []*querypb.Field, colInfoMap map[string]*ColumnInfo) (string, error) {
parsedDelete := generateDeleteParsedQuery(DefaultConfig.TableSchema, DefaultConfig.TargetTableName, pkFields, colInfoMap)
bindVars := generateDeleteQueryBindVariables(rowResult.Before, pkFields)
deleteSQL, err := parsedDelete.GenerateQuery(bindVars, nil)
if err != nil {
return "", err
}
return deleteSQL, nil
}
func generateUpdateParsedQuery(tableSchema, tableName string, allFields []*querypb.Field, pkFields []*querypb.Field, colInfoMap map[string]*ColumnInfo) *sqlparser.ParsedQuery {
queryTemplate := fmt.Sprintf("update %s.%s", tableSchema, tableName)
vars := make([]any, 0)
buf := sqlparser.NewTrackedBuffer(nil)
buf.WriteString(" set ")
separator := ""
for _, col := range allFields {
buf.Myprintf("%s%s=", separator, col.Name)
buf.Myprintf("%s", "%a")
separator = ","
vars = append(vars, sqlparser.String(sqlparser.NewArgument(col.Name)))
}
separator = ""
buf.WriteString(" where ")
buf.WriteString(generatePKConstraint(pkFields, colInfoMap))
for _, field := range pkFields {
vars = append(vars, sqlparser.String(sqlparser.NewArgument(field.Name)))
}
queryTemplate = fmt.Sprintf("%s%s", queryTemplate, buf.String())
return sqlparser.BuildParsedQuery(queryTemplate, vars...)
}
func generateUpdateQueryBindVariables(before *sqltypes.Result, after *sqltypes.Result, pkFields []*querypb.Field) map[string]*querypb.BindVariable {
pkMap := make(map[string]bool)
for _, pkField := range pkFields {
pkMap[pkField.Name] = true
}
// bind vars of set value part
bindVars := make(map[string]*querypb.BindVariable)
for _, namedValues := range after.Named().Rows {
for colName, value := range namedValues {
bindVars[colName] = sqltypes.ValueBindVariable(value)
}
}
// bind vars of where part
for _, namedValues := range before.Named().Rows {
for colName, value := range namedValues {
if _, ok := pkMap[colName]; ok {
bindVars["pk_"+colName] = sqltypes.ValueBindVariable(value)
}
}
}
return bindVars
}
func GenerateUpdateSQL(rowResult *RowResult, pkFields []*querypb.Field, colInfoMap map[string]*ColumnInfo) (string, error) {
parsedUpdate := generateUpdateParsedQuery(DefaultConfig.TableSchema, DefaultConfig.TargetTableName, rowResult.Before.Fields, pkFields, colInfoMap)
bindVars := generateUpdateQueryBindVariables(rowResult.Before, rowResult.After, pkFields)
updateSQL, err := parsedUpdate.GenerateQuery(bindVars, nil)
if err != nil {
return "", err
}
return updateSQL, nil
}
// ExecuteBatch Here we provide an "at least once" way to deal with streaming data,
// if you want to do it in an "exactly once" way, you can store data, gtid and lastpk
// atomically, for example, you can store all of them inside a single transaction in
// your SpiStoreTableData and SpiStoreGtidAndLastPK.
func (cc *CdcConsumer) ExecuteBatch(
currentGTID string,
currentPK *querypb.QueryResult,
resultList []*RowResult,
) {
// store table data
err := SpiStoreTableData(resultList, cc)
if err != nil {
SpiFatalf("cdc consumer failed to store table data: %v\n", err)
}
// store gtid and pk
err = SpiStoreGtidAndLastPK(currentGTID, currentPK, cc)
if err != nil {
SpiFatalf("cdc consumer failed to store gtid and lastpk: %v\n", err)
}
}