diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index d84c74f..9f770f4 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,5 +1,11 @@
 name: Tests
-on: [push]
+on:
+  push:
+    branches:
+      - "main"
+    tags:
+      - "v*"
+  pull_request:
 jobs:
   postgres:
     strategy:
diff --git a/dialector.go b/dialector.go
new file mode 100644
index 0000000..70c565f
--- /dev/null
+++ b/dialector.go
@@ -0,0 +1,77 @@
+package sharding
+
+import (
+	"fmt"
+
+	"gorm.io/gorm"
+)
+
+type ShardingDialector struct {
+	gorm.Dialector
+	sharding *Sharding
+}
+
+type ShardingMigrator struct {
+	gorm.Migrator
+	sharding  *Sharding
+	dialector gorm.Dialector
+}
+
+func NewShardingDialector(d gorm.Dialector, s *Sharding) ShardingDialector {
+	return ShardingDialector{
+		Dialector: d,
+		sharding:  s,
+	}
+}
+
+func (d ShardingDialector) Migrator(db *gorm.DB) gorm.Migrator {
+	m := d.Dialector.Migrator(db)
+	return ShardingMigrator{
+		Migrator:  m,
+		sharding:  d.sharding,
+		dialector: d.Dialector,
+	}
+}
+
+func (m ShardingMigrator) AutoMigrate(dst ...interface{}) error {
+	noShardingDsts := make([]interface{}, 0)
+	for _, model := range dst {
+		stmt := &gorm.Statement{DB: m.sharding.DB}
+		if err := stmt.Parse(model); err == nil {
+			if cfg, ok := m.sharding.configs[stmt.Table]; ok {
+				// support sharding table
+				suffixs := cfg.ShardingSuffixs()
+				if len(suffixs) == 0 {
+					return fmt.Errorf("sharding table:%s suffixs is empty", stmt.Table)
+				}
+
+				for _, suffix := range suffixs {
+					shardingTable := stmt.Table + suffix
+					tx := stmt.DB.Session(&gorm.Session{}).Table(shardingTable)
+					if err := m.dialector.Migrator(tx).AutoMigrate(model); err != nil {
+						return err
+					}
+				}
+
+				if cfg.DoubleWrite {
+					noShardingDsts = append(noShardingDsts, model)
+				}
+			} else {
+				noShardingDsts = append(noShardingDsts, model)
+			}
+		} else {
+			return err
+		}
+	}
+
+	if len(noShardingDsts) > 0 {
+		if err := m.Migrator.AutoMigrate(noShardingDsts...); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+// TODO: DropTable drop sharding table
+// func (m ShardingMigrator) DropTable(dst ...interface{}) error {
+// }
diff --git a/sharding.go b/sharding.go
index e68863a..cbb8d1e 100644
--- a/sharding.go
+++ b/sharding.go
@@ -56,6 +56,19 @@ type Config struct {
 	// 	}
 	ShardingAlgorithm func(columnValue interface{}) (suffix string, err error)
 
+	// ShardingSuffixs specifies a function to generate all table's suffix.
+	// Used to support Migrator.
+	// For example, this function get a mod all sharding suffixs.
+	//
+	// func () (suffixs []string) {
+	// 	numberOfShards := 5
+	// 	for i := 0; i < numberOfShards; i++ {
+	// 		suffixs = append(suffixs, fmt.Sprintf("_%02d", i%numberOfShards))
+	// 	}
+	// 	return
+	// }
+	ShardingSuffixs func() (suffixs []string)
+
 	// ShardingAlgorithmByPrimaryKey specifies a function to generate the sharding
 	// table's suffix by the primary key. Used when no sharding key specified.
 	// For example, this function use the Snowflake library to generate the suffix.
@@ -160,10 +173,24 @@ func (s *Sharding) compile() error {
 					return "", fmt.Errorf("default algorithm only support integer and string column," +
 						"if you use other type, specify you own ShardingAlgorithm")
 				}
+
 				return fmt.Sprintf(c.tableFormat, id%int(c.NumberOfShards)), nil
 			}
 		}
 
+		if c.ShardingSuffixs == nil {
+			c.ShardingSuffixs = func() (suffixs []string) {
+				for i := 0; i < int(c.NumberOfShards); i++ {
+					suffix, err := c.ShardingAlgorithm(i)
+					if err != nil {
+						return nil
+					}
+					suffixs = append(suffixs, suffix)
+				}
+				return
+			}
+		}
+
 		if c.ShardingAlgorithmByPrimaryKey == nil {
 			if c.PrimaryKeyGenerator == PKSnowflake {
 				c.ShardingAlgorithmByPrimaryKey = func(id int64) (suffix string) {
@@ -193,6 +220,7 @@ func (s *Sharding) LastQuery() string {
 
 // Initialize implement for Gorm plugin interface
 func (s *Sharding) Initialize(db *gorm.DB) error {
+	db.Dialector = NewShardingDialector(db.Dialector, s)
 	s.DB = db
 	s.registerCallbacks(db)
 
diff --git a/sharding_test.go b/sharding_test.go
index eaeb8d0..7492ffe 100644
--- a/sharding_test.go
+++ b/sharding_test.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"os"
 	"regexp"
+	"sort"
 	"strings"
 	"testing"
 
@@ -151,6 +152,20 @@ func dropTables() {
 	}
 }
 
+func TestAutoMigrate(t *testing.T) {
+	targetTables := []string{"orders", "orders_0", "orders_1", "orders_2", "orders_3", "categories"}
+	for _, table := range targetTables {
+		db.Exec("DROP TABLE IF EXISTS " + table)
+		db.Exec(("DROP SEQUENCE IF EXISTS gorm_sharding_" + table + "_id_seq"))
+	}
+
+	db.AutoMigrate(&Order{}, &Category{})
+	tables, _ := db.Migrator().GetTables()
+	sort.Strings(tables)
+	sort.Strings(targetTables)
+	assert.Equal(t, tables, targetTables)
+}
+
 func TestInsert(t *testing.T) {
 	tx := db.Create(&Order{ID: 100, UserID: 100, Product: "iPhone"})
 	assertQueryResult(t, `INSERT INTO orders_0 ("user_id", "product", "id") VALUES ($1, $2, $3) RETURNING "id"`, tx)