diff --git a/README.md b/README.md
index 2d70b61..9a5a42c 100644
--- a/README.md
+++ b/README.md
@@ -159,12 +159,12 @@ The syntax is case-insensitive.
 | Create index | `CREATE INDEX ...;` | |
 | Delete index | `DROP INDEX ...;` | |
 | Query | `SELECT ...;` | |
-| DML | `INSERT / UPDATE / DELETE ...;` | |
-| Partitioned DML | | Not supported yet |
+| DML | `(INSERT\|UPDATE\|DELETE) ...;` | |
+| Partitioned DML | `PARTITIONED (UPDATE\|DELETE) ...;` | |
 | Show Query Execution Plan | `EXPLAIN SELECT ...;` | |
 | Show DML Execution Plan | `EXPLAIN INSERT / UPDATE / DELETE ...;` | EXPERIMENTAL |
 | Show Query Execution Plan with Stats | `EXPLAIN ANALYZE SELECT ...;` | EXPERIMENTAL |
-| Show DML Execution Plan with Stats | `EXPLAIN ANALYZE INSERT / UPDATE / DELETE ...;` | EXPERIMENTAL |
+| Show DML Execution Plan with Stats | `EXPLAIN ANALYZE (INSERT\|UPDATE\|DELETE) ...;` | EXPERIMENTAL |
 | Start Read-Write Transaction | `BEGIN (RW);` | |
 | Commit Read-Write Transaction | `COMMIT;` | |
 | Rollback Read-Write Transaction | `ROLLBACK;` | |
diff --git a/cli.go b/cli.go
index ef49717..d0a99bf 100644
--- a/cli.go
+++ b/cli.go
@@ -392,11 +392,18 @@ func resultLine(result *Result, verbose bool) string {
 	}
 
 	if result.IsMutation {
+		var affectedRowsPrefix string
+		if result.AffectedRowsType == rowCountTypeLowerBound {
+			// For Partitioned DML the result's row count is lower bounded number, so we add "at least" to express ambiguity.
+			// See https://cloud.google.com/spanner/docs/reference/rpc/google.spanner.v1?hl=en#resultsetstats
+			affectedRowsPrefix = "at least "
+		}
 		if verbose && timestamp != "" {
-			return fmt.Sprintf("Query OK, %d rows affected (%s)\ntimestamp: %s\n", result.AffectedRows,
-				result.Stats.ElapsedTime, timestamp)
+			return fmt.Sprintf("Query OK, %s%d rows affected (%s)\ntimestamp: %s\n",
+				affectedRowsPrefix, result.AffectedRows, result.Stats.ElapsedTime, timestamp)
 		}
-		return fmt.Sprintf("Query OK, %d rows affected (%s)\n", result.AffectedRows, result.Stats.ElapsedTime)
+		return fmt.Sprintf("Query OK, %s%d rows affected (%s)\n",
+			affectedRowsPrefix, result.AffectedRows, result.Stats.ElapsedTime)
 	}
 
 	var set string
diff --git a/integration_test.go b/integration_test.go
index 939842b..ff37283 100644
--- a/integration_test.go
+++ b/integration_test.go
@@ -696,3 +696,37 @@ func TestTruncateTable(t *testing.T) {
 		t.Errorf("TRUNCATE TABLE executed, but %d rows are remained", count)
 	}
 }
+
+func TestPartitionedDML(t *testing.T) {
+	if skipIntegrateTest {
+		t.Skip("Integration tests skipped")
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 180*time.Second)
+	defer cancel()
+
+	session, tableId, tearDown := setup(t, ctx, []string{
+		"INSERT INTO [[TABLE]] (id, active) VALUES (1, false)",
+	})
+	defer tearDown()
+
+	stmt, err := BuildStatement(fmt.Sprintf("PARTITIONED UPDATE %s SET active = true WHERE true", tableId))
+	if err != nil {
+		t.Fatalf("invalid statement: %v", err)
+	}
+
+	if _, err := stmt.Execute(session); err != nil {
+		t.Fatalf("execution failed: %v", err)
+	}
+
+	selectStmt := spanner.NewStatement(fmt.Sprintf("SELECT active FROM %s", tableId))
+	var got bool
+	if err := session.client.Single().Query(ctx, selectStmt).Do(func(r *spanner.Row) error {
+		return r.Column(0, &got)
+	}); err != nil {
+		t.Fatalf("query failed: %v", err)
+	}
+	if want := true; want != got {
+		t.Errorf("PARTITIONED UPDATE was executed, but rows were not updated")
+	}
+}
diff --git a/statement.go b/statement.go
index 856e51f..2e89dd7 100644
--- a/statement.go
+++ b/statement.go
@@ -35,15 +35,26 @@ type Statement interface {
 	Execute(session *Session) (*Result, error)
 }
 
+// rowCountType is type of modified rows count by DML.
+type rowCountType int
+
+const (
+	// rowCountTypeExact is exact count type for DML result.
+	rowCountTypeExact rowCountType = iota
+	// rowCountTypeLowerBound is lower bound type for Partitioned DML result.
+	rowCountTypeLowerBound
+)
+
 type Result struct {
-	ColumnNames  []string
-	Rows         []Row
-	Predicates   []string
-	AffectedRows int
-	Stats        QueryStats
-	IsMutation   bool
-	Timestamp    time.Time
-	ForceVerbose bool
+	ColumnNames      []string
+	Rows             []Row
+	Predicates       []string
+	AffectedRows     int
+	AffectedRowsType rowCountType
+	Stats            QueryStats
+	IsMutation       bool
+	Timestamp        time.Time
+	ForceVerbose     bool
 }
 
 type Row struct {
@@ -78,6 +89,11 @@ var (
 	// DML
 	dmlRe = regexp.MustCompile(`(?is)^(INSERT|UPDATE|DELETE)\s+.+$`)
 
+	// Partitioned DML
+	// In fact, INSERT is not supported in a Partitioned DML, but accept it for showing better error message.
+	// https://cloud.google.com/spanner/docs/dml-partitioned#features_that_arent_supported
+	pdmlRe = regexp.MustCompile(`(?is)^PARTITIONED\s+((?:INSERT|UPDATE|DELETE)\s+.+$)`)
+
 	// Transaction
 	beginRwRe  = regexp.MustCompile(`(?is)^BEGIN(\s+RW)?$`)
 	beginRoRe  = regexp.MustCompile(`(?is)^BEGIN\s+RO(?:\s+([^\s]+))?$`)
@@ -157,6 +173,9 @@ func BuildStatement(input string) (Statement, error) {
 		return &ShowIndexStatement{Table: unquoteIdentifier(matched[1])}, nil
 	case dmlRe.MatchString(input):
 		return &DmlStatement{Dml: input}, nil
+	case pdmlRe.MatchString(input):
+		matched := pdmlRe.FindStringSubmatch(input)
+		return &PartitionedDmlStatement{Dml: matched[1]}, nil
 	case beginRwRe.MatchString(input):
 		return &BeginRwStatement{}, nil
 	case beginRoRe.MatchString(input):
@@ -768,6 +787,32 @@ func (s *DmlStatement) Execute(session *Session) (*Result, error) {
 	return result, nil
 }
 
+type PartitionedDmlStatement struct {
+	Dml string
+}
+
+func (s *PartitionedDmlStatement) Execute(session *Session) (*Result, error) {
+	if session.InRwTxn() {
+		// PartitionedUpdate creates a new transaction and it could cause dead lock with the current running transaction.
+		return nil, errors.New(`Partitioned DML statement can not be run in a read-write transaction`)
+	}
+	if session.InRoTxn() {
+		// Just for user-friendly.
+		return nil, errors.New(`Partitioned DML statement can not be run in a read-only transaction`)
+	}
+
+	stmt := spanner.NewStatement(s.Dml)
+	count, err := session.client.PartitionedUpdate(session.ctx, stmt)
+	if err != nil {
+		return nil, err
+	}
+	return &Result{
+		IsMutation:       true,
+		AffectedRows:     int(count),
+		AffectedRowsType: rowCountTypeLowerBound,
+	}, nil
+}
+
 type ExplainDmlStatement struct {
 	Dml string
 }
diff --git a/statement_test.go b/statement_test.go
index 70ee1af..dc23883 100644
--- a/statement_test.go
+++ b/statement_test.go
@@ -119,6 +119,16 @@ func TestBuildStatement(t *testing.T) {
 			input: "DELETE FROM t1 WHERE id = 1",
 			want:  &DmlStatement{Dml: "DELETE FROM t1 WHERE id = 1"},
 		},
+		{
+			desc:  "PARTITIONED UPDATE statement",
+			input: "PARTITIONED UPDATE t1 SET name = hello WHERE id > 1",
+			want:  &PartitionedDmlStatement{Dml: "UPDATE t1 SET name = hello WHERE id > 1"},
+		},
+		{
+			desc:  "PARTITIONED DELETE statement",
+			input: "PARTITIONED DELETE FROM t1 WHERE id > 1",
+			want:  &PartitionedDmlStatement{Dml: "DELETE FROM t1 WHERE id > 1"},
+		},
 		{
 			desc:  "EXPLAIN INSERT statement",
 			input: "EXPLAIN INSERT INTO t1 (id, name) VALUES (1, 'yuki')",