diff --git a/go.mod b/go.mod
index 653421b5b..4222e42d7 100644
--- a/go.mod
+++ b/go.mod
@@ -69,7 +69,7 @@ require (
 	github.com/pingcap/parser v0.0.0-20181210061630-27e9d3e251d4 // indirect
 	github.com/pingcap/pd v2.0.5+incompatible
 	github.com/pingcap/tidb v2.1.0-beta.0.20180823032518-ef6590e1899a+incompatible
-	github.com/pingcap/tidb-tools v2.1.1-0.20181130053235-0206fdab9ef8+incompatible
+	github.com/pingcap/tidb-tools v2.1.3-0.20190215110732-23405d82dbe6+incompatible
 	github.com/pingcap/tipb v0.0.0-20180711115030-4141907f6909
 	github.com/pkg/errors v0.8.0
 	github.com/pmezard/go-difflib v1.0.0 // indirect
@@ -80,7 +80,7 @@ require (
 	github.com/rcrowley/go-metrics v0.0.0-20180503174638-e2704e165165
 	github.com/samuel/go-zookeeper v0.0.0-20170815201139-e6b59f6144be
 	github.com/siddontang/go v0.0.0-20161005110831-1e9ce2a5ac40
-	github.com/sirupsen/logrus v0.0.0-20180830201151-78fa2915c1fa // indirect
+	github.com/sirupsen/logrus v0.0.0-20180830201151-78fa2915c1fa
 	github.com/soheilhy/cmux v0.1.2
 	github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72 // indirect
 	github.com/stretchr/testify v1.2.2 // indirect
@@ -110,7 +110,7 @@ require (
 	gopkg.in/fsnotify.v1 v1.4.7 // indirect
 	gopkg.in/gemnasium/logrus-airbrake-hook.v2 v2.1.2 // indirect
 	gopkg.in/mgo.v2 v2.0.0-20180705113604-9856a29383ce // indirect
-	gopkg.in/natefinch/lumberjack.v2 v2.0.0-20170531160350-a96e63847dc3 // indirect
+	gopkg.in/natefinch/lumberjack.v2 v2.0.0-20170531160350-a96e63847dc3
 	gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect
 	gopkg.in/yaml.v2 v2.0.0-20170407172122-cd8b52f8269e // indirect
 )
diff --git a/pkg/loader/translate.go b/pkg/loader/translate.go
index fb7df72cf..b2714db45 100644
--- a/pkg/loader/translate.go
+++ b/pkg/loader/translate.go
@@ -34,7 +34,7 @@ func SlaveBinlogToTxn(binlog *pb.Binlog) (txn *Txn) {
 				dml.Values = make(map[string]interface{})
 				for i, col := range mut.Row.GetColumns() {
 					name := table.ColumnInfo[i].Name
-					arg := columnToArg(col)
+					arg := columnToArg(table.ColumnInfo[i].GetMysqlType(), col)
 					dml.Values[name] = arg
 				}
 
@@ -43,7 +43,7 @@ func SlaveBinlogToTxn(binlog *pb.Binlog) (txn *Txn) {
 					dml.OldValues = make(map[string]interface{})
 					for i, col := range mut.ChangeRow.GetColumns() {
 						name := table.ColumnInfo[i].Name
-						arg := columnToArg(col)
+						arg := columnToArg(table.ColumnInfo[i].GetMysqlType(), col)
 						dml.OldValues[name] = arg
 					}
 				}
@@ -53,7 +53,7 @@ func SlaveBinlogToTxn(binlog *pb.Binlog) (txn *Txn) {
 	return
 }
 
-func columnToArg(c *pb.Column) (arg interface{}) {
+func columnToArg(mysqlType string, c *pb.Column) (arg interface{}) {
 	if c.GetIsNull() {
 		return nil
 	}
@@ -71,6 +71,13 @@ func columnToArg(c *pb.Column) (arg interface{}) {
 	}
 
 	if c.BytesValue != nil {
+		// https://github.com/go-sql-driver/mysql/issues/819
+		// for downstream = mysql
+		// it work for tidb to use binary
+		if mysqlType == "json" {
+			var str string = string(c.GetBytesValue())
+			return str
+		}
 		return c.GetBytesValue()
 	}
 
diff --git a/vendor/github.com/pingcap/tidb-tools/tidb-binlog/driver/reader/offset.go b/vendor/github.com/pingcap/tidb-tools/tidb-binlog/driver/reader/offset.go
index b8d7bb20a..0e3d4a19d 100644
--- a/vendor/github.com/pingcap/tidb-tools/tidb-binlog/driver/reader/offset.go
+++ b/vendor/github.com/pingcap/tidb-tools/tidb-binlog/driver/reader/offset.go
@@ -148,7 +148,7 @@ func (ks *KafkaSeeker) seekOffset(topic string, partition int32, start int64, en
 	}
 
 	if endTS <= ts {
-		return sarama.OffsetNewest, nil
+		return end + 1, nil
 	}
 
 	return end, nil