diff --git a/go.mod b/go.mod
index 24483289430f1..d523e6abd2d20 100644
--- a/go.mod
+++ b/go.mod
@@ -52,7 +52,7 @@ require (
 	github.com/pingcap/goleveldb v0.0.0-20171020084629-8d44bfdf1030
 	github.com/pingcap/kvproto v0.0.0-20190826051950-fc8799546726
 	github.com/pingcap/log v0.0.0-20190307075452-bd41d9273596
-	github.com/pingcap/parser v0.0.0-20191014023410-e7801c924a44
+	github.com/pingcap/parser v0.0.0-20191023041603-32865d31ae3f
 	github.com/pingcap/pd v2.1.12+incompatible
 	github.com/pingcap/tidb-tools v2.1.3-0.20190116051332-34c808eef588+incompatible
 	github.com/pingcap/tipb v0.0.0-20180910045846-371b48b15d93
diff --git a/go.sum b/go.sum
index df395f590f100..1602a33278a4f 100644
--- a/go.sum
+++ b/go.sum
@@ -109,8 +109,8 @@ github.com/pingcap/kvproto v0.0.0-20190826051950-fc8799546726 h1:AzGIEmaYVYMtmki
 github.com/pingcap/kvproto v0.0.0-20190826051950-fc8799546726/go.mod h1:0gwbe1F2iBIjuQ9AH0DbQhL+Dpr5GofU8fgYyXk+ykk=
 github.com/pingcap/log v0.0.0-20190307075452-bd41d9273596 h1:t2OQTpPJnrPDGlvA+3FwJptMTt6MEPdzK1Wt99oaefQ=
 github.com/pingcap/log v0.0.0-20190307075452-bd41d9273596/go.mod h1:WpHUKhNZ18v116SvGrmjkA9CBhYmuUTKL+p8JC9ANEw=
-github.com/pingcap/parser v0.0.0-20191014023410-e7801c924a44 h1:DprW0H6iFwLI3YkS/b2rqc5zvpu//myquMUKMzL26SE=
-github.com/pingcap/parser v0.0.0-20191014023410-e7801c924a44/go.mod h1:1FNvfp9+J0wvc4kl8eGNh7Rqrxveg15jJoWo/a0uHwA=
+github.com/pingcap/parser v0.0.0-20191023041603-32865d31ae3f h1:kvIfudXU5KGun9X5Bz6LnIbhfun6UM+NzVvkl8aPKuY=
+github.com/pingcap/parser v0.0.0-20191023041603-32865d31ae3f/go.mod h1:1FNvfp9+J0wvc4kl8eGNh7Rqrxveg15jJoWo/a0uHwA=
 github.com/pingcap/pd v2.1.12+incompatible h1:6N3LBxx2aSZqT+IWEG730EDNDttP7dXO8J6yvBh+HXw=
 github.com/pingcap/pd v2.1.12+incompatible/go.mod h1:nD3+EoYes4+aNNODO99ES59V83MZSI+dFbhyr667a0E=
 github.com/pingcap/tidb-tools v2.1.3-0.20190116051332-34c808eef588+incompatible h1:e9Gi/LP9181HT3gBfSOeSBA+5JfemuE4aEAhqNgoE4k=
diff --git a/kv/error.go b/kv/error.go
index b705165238783..63f0f1b208aed 100644
--- a/kv/error.go
+++ b/kv/error.go
@@ -24,8 +24,6 @@ import (
 const (
 	codeClosed                     terror.ErrCode = 1
 	codeNotExist                                  = 2
-	codeConditionNotMatch                         = 3
-	codeLockConflict                              = 4
 	codeLazyConditionPairsNotMatch                = 5
 	codeRetryable                                 = 6
 	codeCantSetNilValue                           = 7
@@ -38,15 +36,15 @@ const (
 	codeKeyExists = 1062
 )
 
+// TxnRetryableMark is used to uniform the commit error messages which could retry the transaction.
+// *WARNING*: changing this string will affect the backward compatibility.
+const TxnRetryableMark = "[try again later]"
+
 var (
 	// ErrClosed is used when close an already closed txn.
 	ErrClosed = terror.ClassKV.New(codeClosed, "Error: Transaction already closed")
 	// ErrNotExist is used when try to get an entry with an unexist key from KV store.
 	ErrNotExist = terror.ClassKV.New(codeNotExist, "Error: key not exist")
-	// ErrConditionNotMatch is used when condition is not met.
-	ErrConditionNotMatch = terror.ClassKV.New(codeConditionNotMatch, "Error: Condition not match")
-	// ErrLockConflict is used when try to lock an already locked key.
-	ErrLockConflict = terror.ClassKV.New(codeLockConflict, "Error: Lock conflict")
 	// ErrLazyConditionPairsNotMatch is used when value in store differs from expect pairs.
 	ErrLazyConditionPairsNotMatch = terror.ClassKV.New(codeLazyConditionPairsNotMatch, "Error: Lazy condition pairs not match")
 	// ErrRetryable is used when KV store occurs RPC error or some other
@@ -69,13 +67,21 @@ var (
 	ErrKeyExists = terror.ClassKV.New(codeKeyExists, "key already exist")
 	// ErrNotImplemented returns when a function is not implemented yet.
 	ErrNotImplemented = terror.ClassKV.New(codeNotImplemented, "not implemented")
+	// ErrWriteConflict is the error when the commit meets an write conflict error.
+	ErrWriteConflict = terror.ClassKV.New(mysql.ErrWriteConflict,
+		mysql.MySQLErrName[mysql.ErrWriteConflict]+" "+TxnRetryableMark)
+	// ErrWriteConflictInTiDB is the error when the commit meets an write conflict error when local latch is enabled.
+	ErrWriteConflictInTiDB = terror.ClassKV.New(mysql.ErrWriteConflictInTiDB,
+		mysql.MySQLErrName[mysql.ErrWriteConflictInTiDB]+" "+TxnRetryableMark)
 )
 
 func init() {
 	kvMySQLErrCodes := map[terror.ErrCode]uint16{
-		codeKeyExists:     mysql.ErrDupEntry,
-		codeEntryTooLarge: mysql.ErrTooBigRowsize,
-		codeTxnTooLarge:   mysql.ErrTxnTooLarge,
+		codeKeyExists:                mysql.ErrDupEntry,
+		codeEntryTooLarge:            mysql.ErrTooBigRowsize,
+		codeTxnTooLarge:              mysql.ErrTxnTooLarge,
+		mysql.ErrWriteConflict:       mysql.ErrWriteConflict,
+		mysql.ErrWriteConflictInTiDB: mysql.ErrWriteConflictInTiDB,
 	}
 	terror.ErrClassToMySQLCodes[terror.ClassKV] = kvMySQLErrCodes
 }
@@ -87,8 +93,8 @@ func IsRetryableError(err error) bool {
 	}
 
 	if ErrRetryable.Equal(err) ||
-		ErrLockConflict.Equal(err) ||
-		ErrConditionNotMatch.Equal(err) ||
+		ErrWriteConflict.Equal(err) ||
+		ErrWriteConflictInTiDB.Equal(err) ||
 		// TiKV exception message will tell you if you should retry or not
 		strings.Contains(err.Error(), "try again later") {
 		return true
diff --git a/store/tikv/2pc.go b/store/tikv/2pc.go
index 5e6813571f50d..d64e5164ef55d 100644
--- a/store/tikv/2pc.go
+++ b/store/tikv/2pc.go
@@ -542,7 +542,7 @@ func (c *twoPhaseCommitter) commitSingleBatch(bo *Backoffer, batch batchKeys) er
 		logutil.Logger(context.Background()).Debug("2PC failed commit primary key",
 			zap.Error(err),
 			zap.Uint64("txnStartTS", c.startTS))
-		return errors.Annotate(err, txnRetryableMark)
+		return errors.Annotate(err, kv.TxnRetryableMark)
 	}
 
 	c.mu.Lock()
@@ -685,7 +685,7 @@ func (c *twoPhaseCommitter) execute(ctx context.Context) error {
 	if c.store.oracle.IsExpired(c.startTS, c.maxTxnTimeUse) {
 		err = errors.Errorf("conn%d txn takes too much time, txnStartTS: %d, comm: %d",
 			c.connID, c.startTS, c.commitTS)
-		return errors.Annotate(err, txnRetryableMark)
+		return errors.Annotate(err, kv.TxnRetryableMark)
 	}
 
 	start = time.Now()
diff --git a/store/tikv/2pc_test.go b/store/tikv/2pc_test.go
index 2578a3b7060ba..ba5ec0efc1870 100644
--- a/store/tikv/2pc_test.go
+++ b/store/tikv/2pc_test.go
@@ -22,6 +22,7 @@ import (
 	. "github.com/pingcap/check"
 	"github.com/pingcap/errors"
 	"github.com/pingcap/kvproto/pkg/kvrpcpb"
+	"github.com/pingcap/tidb/kv"
 	"github.com/pingcap/tidb/store/mockstore/mocktikv"
 	"github.com/pingcap/tidb/store/tikv/tikvrpc"
 	"golang.org/x/net/context"
@@ -223,7 +224,7 @@ func (s *testCommitterSuite) TestContextCancelRetryable(c *C) {
 	c.Assert(err, IsNil)
 	err = txn2.Commit(context.Background())
 	c.Assert(err, NotNil)
-	c.Assert(strings.Contains(err.Error(), txnRetryableMark), IsTrue)
+	c.Assert(kv.ErrWriteConflictInTiDB.Equal(err), IsTrue, Commentf("err: %s", err))
 }
 
 func (s *testCommitterSuite) mustGetRegionID(c *C, key []byte) uint64 {
diff --git a/store/tikv/backoff.go b/store/tikv/backoff.go
index b2ded80c0c3b4..b3500bf2c9c9a 100644
--- a/store/tikv/backoff.go
+++ b/store/tikv/backoff.go
@@ -188,7 +188,7 @@ func (t backoffType) TError() error {
 	case BoTxnLock, boTxnLockFast:
 		return ErrResolveLockTimeout
 	case boPDRPC:
-		return ErrPDServerTimeout.GenWithStackByArgs(txnRetryableMark)
+		return ErrPDServerTimeout.GenWithStackByArgs(kv.TxnRetryableMark)
 	case BoRegionMiss, BoUpdateLeader:
 		return ErrRegionUnavailable
 	case boServerBusy:
diff --git a/store/tikv/error.go b/store/tikv/error.go
index c05682c16de74..fbbd8bce0aa14 100644
--- a/store/tikv/error.go
+++ b/store/tikv/error.go
@@ -17,6 +17,7 @@ import (
 	"github.com/pingcap/errors"
 	"github.com/pingcap/parser/mysql"
 	"github.com/pingcap/parser/terror"
+	"github.com/pingcap/tidb/kv"
 )
 
 var (
@@ -27,21 +28,13 @@ var (
 // mismatchClusterID represents the message that the cluster ID of the PD client does not match the PD.
 const mismatchClusterID = "mismatch cluster id"
 
-// TiDB decides whether to retry transaction by checking if error message contains
-// string "try again later" literally.
-// In TiClient we use `errors.Annotate(err, txnRetryableMark)` to direct TiDB to
-// restart a transaction.
-// Note that it should be only used if i) the error occurs inside a transaction
-// and ii) the error is not totally unexpected and hopefully will recover soon.
-const txnRetryableMark = "[try again later]"
-
 // MySQL error instances.
 var (
-	ErrTiKVServerTimeout  = terror.ClassTiKV.New(mysql.ErrTiKVServerTimeout, mysql.MySQLErrName[mysql.ErrTiKVServerTimeout]+txnRetryableMark)
-	ErrResolveLockTimeout = terror.ClassTiKV.New(mysql.ErrResolveLockTimeout, mysql.MySQLErrName[mysql.ErrResolveLockTimeout]+txnRetryableMark)
+	ErrTiKVServerTimeout  = terror.ClassTiKV.New(mysql.ErrTiKVServerTimeout, mysql.MySQLErrName[mysql.ErrTiKVServerTimeout]+kv.TxnRetryableMark)
+	ErrResolveLockTimeout = terror.ClassTiKV.New(mysql.ErrResolveLockTimeout, mysql.MySQLErrName[mysql.ErrResolveLockTimeout]+kv.TxnRetryableMark)
 	ErrPDServerTimeout    = terror.ClassTiKV.New(mysql.ErrPDServerTimeout, mysql.MySQLErrName[mysql.ErrPDServerTimeout]+"%v")
-	ErrRegionUnavailable  = terror.ClassTiKV.New(mysql.ErrRegionUnavailable, mysql.MySQLErrName[mysql.ErrRegionUnavailable]+txnRetryableMark)
-	ErrTiKVServerBusy     = terror.ClassTiKV.New(mysql.ErrTiKVServerBusy, mysql.MySQLErrName[mysql.ErrTiKVServerBusy]+txnRetryableMark)
+	ErrRegionUnavailable  = terror.ClassTiKV.New(mysql.ErrRegionUnavailable, mysql.MySQLErrName[mysql.ErrRegionUnavailable]+kv.TxnRetryableMark)
+	ErrTiKVServerBusy     = terror.ClassTiKV.New(mysql.ErrTiKVServerBusy, mysql.MySQLErrName[mysql.ErrTiKVServerBusy]+kv.TxnRetryableMark)
 	ErrGCTooEarly         = terror.ClassTiKV.New(mysql.ErrGCTooEarly, mysql.MySQLErrName[mysql.ErrGCTooEarly])
 )
 
diff --git a/store/tikv/kv.go b/store/tikv/kv.go
index 4e8456c717f76..cd090604d10b4 100644
--- a/store/tikv/kv.go
+++ b/store/tikv/kv.go
@@ -88,7 +88,7 @@ func (d Driver) Open(path string) (kv.Storage, error) {
 
 	if err != nil {
 		if strings.Contains(err.Error(), "i/o timeout") {
-			return nil, errors.Annotate(err, txnRetryableMark)
+			return nil, errors.Annotate(err, kv.TxnRetryableMark)
 		}
 		return nil, errors.Trace(err)
 	}
diff --git a/store/tikv/snapshot.go b/store/tikv/snapshot.go
index a3ba50e66a2dd..fe214ac4230c3 100644
--- a/store/tikv/snapshot.go
+++ b/store/tikv/snapshot.go
@@ -300,13 +300,12 @@ func extractLockFromKeyErr(keyErr *pb.KeyError) (*Lock, error) {
 		return NewLock(locked), nil
 	}
 	if keyErr.Conflict != nil {
-		err := errors.New(conflictToString(keyErr.Conflict))
-		return nil, errors.Annotate(err, txnRetryableMark)
+		return nil, newWriteConflictError(keyErr.Conflict)
 	}
 	if keyErr.Retryable != "" {
 		err := errors.Errorf("tikv restarts txn: %s", keyErr.GetRetryable())
 		logutil.Logger(context.Background()).Debug("error", zap.Error(err))
-		return nil, errors.Annotate(err, txnRetryableMark)
+		return nil, errors.Annotate(err, kv.TxnRetryableMark)
 	}
 	if keyErr.Abort != "" {
 		err := errors.Errorf("tikv aborts txn: %s", keyErr.GetAbort())
@@ -316,16 +315,12 @@ func extractLockFromKeyErr(keyErr *pb.KeyError) (*Lock, error) {
 	return nil, errors.Errorf("unexpected KeyError: %s", keyErr.String())
 }
 
-func conflictToString(conflict *pb.WriteConflict) string {
+func newWriteConflictError(conflict *pb.WriteConflict) error {
 	var buf bytes.Buffer
-	_, err := fmt.Fprintf(&buf, "WriteConflict: txnStartTS=%d, conflictTS=%d, key=", conflict.StartTs, conflict.ConflictTs)
-	if err != nil {
-		logutil.Logger(context.Background()).Error("error", zap.Error(err))
-	}
 	prettyWriteKey(&buf, conflict.Key)
 	buf.WriteString(" primary=")
 	prettyWriteKey(&buf, conflict.Primary)
-	return buf.String()
+	return kv.ErrWriteConflict.GenWithStackByArgs(conflict.StartTs, conflict.ConflictTs, buf.String())
 }
 
 func prettyWriteKey(buf *bytes.Buffer, key []byte) {
diff --git a/store/tikv/snapshot_test.go b/store/tikv/snapshot_test.go
index 33046432664e3..4e563de444e61 100644
--- a/store/tikv/snapshot_test.go
+++ b/store/tikv/snapshot_test.go
@@ -154,6 +154,6 @@ func (s *testSnapshotSuite) TestWriteConflictPrettyFormat(c *C) {
 		Primary:    []byte{116, 128, 0, 0, 0, 0, 0, 1, 155, 95, 105, 128, 0, 0, 0, 0, 0, 0, 1, 1, 82, 87, 48, 49, 0, 0, 0, 0, 251, 1, 55, 54, 56, 50, 50, 49, 49, 48, 255, 57, 0, 0, 0, 0, 0, 0, 0, 248, 1, 0, 0, 0, 0, 0, 0, 0, 0, 247},
 	}
 
-	expectedStr := `WriteConflict: txnStartTS=399402937522847774, conflictTS=399402937719455772, key={tableID=411, indexID=1, indexValues={RW01, 768221109, , }} primary={tableID=411, indexID=1, indexValues={RW01, 768221109, , }}`
-	c.Assert(conflictToString(conflict), Equals, expectedStr)
+	expectedStr := `[kv:9007]Write conflict, txnStartTS=399402937522847774, conflictTS=399402937719455772, key={tableID=411, indexID=1, indexValues={RW01, 768221109, , }} primary={tableID=411, indexID=1, indexValues={RW01, 768221109, , }} [try again later]`
+	c.Assert(newWriteConflictError(conflict).Error(), Equals, expectedStr)
 }
diff --git a/store/tikv/txn.go b/store/tikv/txn.go
index 1dedeb9990331..6aa7583d948b2 100644
--- a/store/tikv/txn.go
+++ b/store/tikv/txn.go
@@ -261,8 +261,7 @@ func (txn *tikvTxn) Commit(ctx context.Context) error {
 	}
 	defer txn.store.txnLatches.UnLock(lock)
 	if lock.IsStale() {
-		err = errors.Errorf("txnStartTS %d is stale", txn.startTS)
-		return errors.Annotate(err, txnRetryableMark)
+		return kv.ErrWriteConflictInTiDB.GenWithStackByArgs(txn.startTS)
 	}
 	err = committer.executeAndWriteFinishBinlog(ctx)
 	if err == nil {