diff --git a/openstackclient/network/v2/port.py b/openstackclient/network/v2/port.py
index ca02281fd3..7ef3964bf9 100644
--- a/openstackclient/network/v2/port.py
+++ b/openstackclient/network/v2/port.py
@@ -284,10 +284,23 @@ class DeletePort(command.Command):
 
     def take_action(self, parsed_args):
         client = self.app.client_manager.network
+        result = 0
 
         for port in parsed_args.port:
-            res = client.find_port(port)
-            client.delete_port(res)
+            try:
+                obj = client.find_port(port, ignore_missing=False)
+                client.delete_port(obj)
+            except Exception as e:
+                result += 1
+                self.app.log.error(_("Failed to delete port with "
+                                   "name or ID '%(port)s': %(e)s")
+                                   % {'port': port, 'e': e})
+
+        if result > 0:
+            total = len(parsed_args.port)
+            msg = (_("%(result)s of %(total)s ports failed "
+                   "to delete.") % {'result': result, 'total': total})
+            raise exceptions.CommandError(msg)
 
 
 class ListPort(command.Lister):
diff --git a/openstackclient/tests/network/v2/test_port.py b/openstackclient/tests/network/v2/test_port.py
index f2aa26cf88..bb23cf631c 100644
--- a/openstackclient/tests/network/v2/test_port.py
+++ b/openstackclient/tests/network/v2/test_port.py
@@ -13,6 +13,8 @@
 
 import mock
 
+from mock import call
+from openstackclient.common import exceptions
 from openstackclient.common import utils
 from openstackclient.network.v2 import port
 from openstackclient.tests.network.v2 import fakes as network_fakes
@@ -174,30 +176,82 @@ class TestCreatePort(TestPort):
 
 class TestDeletePort(TestPort):
 
-    # The port to delete.
-    _port = network_fakes.FakePort.create_one_port()
+    # Ports to delete.
+    _ports = network_fakes.FakePort.create_ports(count=2)
 
     def setUp(self):
         super(TestDeletePort, self).setUp()
 
         self.network.delete_port = mock.Mock(return_value=None)
-        self.network.find_port = mock.Mock(return_value=self._port)
+        self.network.find_port = network_fakes.FakePort.get_ports(
+            ports=self._ports)
         # Get the command object to test
         self.cmd = port.DeletePort(self.app, self.namespace)
 
-    def test_delete(self):
+    def test_port_delete(self):
         arglist = [
-            self._port.name,
+            self._ports[0].name,
         ]
         verifylist = [
-            ('port', [self._port.name]),
+            ('port', [self._ports[0].name]),
         ]
         parsed_args = self.check_parser(self.cmd, arglist, verifylist)
 
         result = self.cmd.take_action(parsed_args)
-        self.network.delete_port.assert_called_once_with(self._port)
+        self.network.find_port.assert_called_once_with(
+            self._ports[0].name, ignore_missing=False)
+        self.network.delete_port.assert_called_once_with(self._ports[0])
         self.assertIsNone(result)
 
+    def test_multi_ports_delete(self):
+        arglist = []
+        verifylist = []
+
+        for p in self._ports:
+            arglist.append(p.name)
+        verifylist = [
+            ('port', arglist),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        result = self.cmd.take_action(parsed_args)
+
+        calls = []
+        for p in self._ports:
+            calls.append(call(p))
+        self.network.delete_port.assert_has_calls(calls)
+        self.assertIsNone(result)
+
+    def test_multi_ports_delete_with_exception(self):
+        arglist = [
+            self._ports[0].name,
+            'unexist_port',
+        ]
+        verifylist = [
+            ('port',
+             [self._ports[0].name, 'unexist_port']),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        find_mock_result = [self._ports[0], exceptions.CommandError]
+        self.network.find_port = (
+            mock.MagicMock(side_effect=find_mock_result)
+        )
+
+        try:
+            self.cmd.take_action(parsed_args)
+            self.fail('CommandError should be raised.')
+        except exceptions.CommandError as e:
+            self.assertEqual('1 of 2 ports failed to delete.', str(e))
+
+        self.network.find_port.assert_any_call(
+            self._ports[0].name, ignore_missing=False)
+        self.network.find_port.assert_any_call(
+            'unexist_port', ignore_missing=False)
+        self.network.delete_port.assert_called_once_with(
+            self._ports[0]
+        )
+
 
 class TestListPort(TestPort):