diff --git a/glance_store/_drivers/vmware_datastore.py b/glance_store/_drivers/vmware_datastore.py
index 8f992f20..22e70931 100644
--- a/glance_store/_drivers/vmware_datastore.py
+++ b/glance_store/_drivers/vmware_datastore.py
@@ -21,11 +21,16 @@ import logging
 import os
 import socket
 
-from oslo.vmware import api
-from oslo.vmware import constants
 from oslo_config import cfg
 from oslo_utils import excutils
 from oslo_utils import units
+from oslo_vmware import api
+from oslo_vmware import constants
+from oslo_vmware.objects import datacenter as oslo_datacenter
+from oslo_vmware.objects import datastore as oslo_datastore
+from oslo_vmware import vim_util
+
+import six
 # NOTE(jokke): simplified transition to py3, behaves like py2 xrange
 from six.moves import range
 import six.moves.urllib.parse as urlparse
@@ -82,7 +87,14 @@ _VMWARE_OPTS = [
     cfg.BoolOpt('vmware_api_insecure',
                 default=False,
                 help=_('Allow to perform insecure SSL requests to ESX/VC.')),
-]
+    cfg.MultiStrOpt('vmware_datastores',
+                    help=_('The datastores where the images are stored inside '
+                           'vCenter. The expected format is '
+                           'datacenter_path:datastore_name:weight. The weight '
+                           'will be used unless there is not enough free '
+                           'space to store the image. If the weights are '
+                           'equal, the datastore with most free space '
+                           'is chosen.'))]
 
 
 def is_valid_ipv6(address):
@@ -170,18 +182,22 @@ class StoreLocation(location.StoreLocation):
     vsphere://server_host/folder/file_path?dcPath=dc_path&dsName=ds_name
     """
 
+    def __init__(self, store_specs, conf):
+        super(StoreLocation, self).__init__(store_specs, conf)
+        self.datacenter_path = None
+        self.datastore_name = None
+
     def process_specs(self):
         self.scheme = self.specs.get('scheme', STORE_SCHEME)
         self.server_host = self.specs.get('server_host')
         self.path = os.path.join(DS_URL_PREFIX,
                                  self.specs.get('image_dir').strip('/'),
                                  self.specs.get('image_id'))
-        dc_path = self.specs.get('datacenter_path')
-        if dc_path is not None:
-            param_list = {'dcPath': self.specs.get('datacenter_path'),
-                          'dsName': self.specs.get('datastore_name')}
-        else:
-            param_list = {'dsName': self.specs.get('datastore_name')}
+        self.datacenter_path = self.specs.get('datacenter_path')
+        self.datstore_name = self.specs.get('datastore_name')
+        param_list = {'dsName': self.datstore_name}
+        if self.datacenter_path:
+            param_list['dcPath'] = self.datacenter_path
         self.query = urlparse.urlencode(param_list)
 
     def get_uri(self):
@@ -218,6 +234,13 @@ class StoreLocation(location.StoreLocation):
         # reason = 'Badly formed VMware datastore URI %(uri)s.' % {'uri': uri}
         # LOG.debug(reason)
         # raise exceptions.BadStoreUri(reason)
+        parts = urlparse.parse_qs(self.query)
+        dc_path = parts.get('dcPath')
+        if dc_path:
+            self.datacenter_path = dc_path[0]
+        ds_name = parts.get('dsName')
+        if ds_name:
+            self.datastore_name = ds_name[0]
 
 
 class Store(glance_store.Store):
@@ -230,6 +253,10 @@ class Store(glance_store.Store):
     # FIXME(arnaud): re-visit this code once the store API is cleaned up.
     _VMW_SESSION = None
 
+    def __init__(self, conf):
+        super(Store, self).__init__(conf)
+        self.datastores = {}
+
     def reset_session(self, force=False):
         if Store._VMW_SESSION is None or force:
             Store._VMW_SESSION = api.VMwareAPISession(
@@ -248,12 +275,29 @@ class Store(glance_store.Store):
             LOG.error(msg)
             raise exceptions.BadStoreConfiguration(
                 store_name='vmware_datastore', reason=msg)
+
         if self.conf.glance_store.vmware_task_poll_interval <= 0:
             msg = _('vmware_task_poll_interval should be greater than zero')
             LOG.error(msg)
             raise exceptions.BadStoreConfiguration(
                 store_name='vmware_datastore', reason=msg)
 
+        if not (self.conf.glance_store.vmware_datastore_name
+                or self.conf.glance_store.vmware_datastores):
+            msg = (_("Specify at least 'vmware_datastore_name' or "
+                     "'vmware_datastores' option"))
+            LOG.error(msg)
+            raise exceptions.BadStoreConfiguration(
+                store_name='vmware_datastore', reason=msg)
+
+        if (self.conf.glance_store.vmware_datastore_name and
+                self.conf.glance_store.vmware_datastores):
+            msg = (_("Specify either 'vmware_datastore_name' or "
+                     "'vmware_datastores' option"))
+            LOG.error(msg)
+            raise exceptions.BadStoreConfiguration(
+                store_name='vmware_datastore', reason=msg)
+
     def configure(self):
         self._sanity_check()
         self.scheme = STORE_SCHEME
@@ -265,31 +309,122 @@ class Store(glance_store.Store):
         self.api_insecure = self.conf.glance_store.vmware_api_insecure
         super(Store, self).configure()
 
-    def configure_add(self):
-        self.datacenter_path = self.conf.glance_store.vmware_datacenter_path
-        self.datastore_name = self._option_get('vmware_datastore_name')
-        global _datastore_info_valid
-        if not _datastore_info_valid:
-            search_index_moref = (
-                self.session.vim.service_content.searchIndex)
+    def _get_datacenter(self, datacenter_path):
+        search_index_moref = self.session.vim.service_content.searchIndex
+        dc_moref = self.session.invoke_api(
+            self.session.vim,
+            'FindByInventoryPath',
+            search_index_moref,
+            inventoryPath=datacenter_path)
+        dc_name = datacenter_path.rsplit('/', 1)[-1]
+        # TODO(sabari): Add datacenter_path attribute in oslo.vmware
+        dc_obj = oslo_datacenter.Datacenter(ref=dc_moref, name=dc_name)
+        dc_obj.path = datacenter_path
+        return dc_obj
 
-            inventory_path = ('%s/datastore/%s'
-                              % (self.datacenter_path, self.datastore_name))
-            ds_moref = self.session.invoke_api(
-                self.session.vim, 'FindByInventoryPath',
-                search_index_moref, inventoryPath=inventory_path)
-            if ds_moref is None:
+    def _get_datastore(self, datacenter_path, datastore_name):
+        dc_obj = self._get_datacenter(datacenter_path)
+        datastore_ret = self.session.invoke_api(
+            vim_util, 'get_object_property', self.session.vim, dc_obj.ref,
+            'datastore')
+        if datastore_ret:
+            datastore_refs = datastore_ret.ManagedObjectReference
+            for ds_ref in datastore_refs:
+                ds_obj = oslo_datastore.get_datastore_by_ref(self.session,
+                                                             ds_ref)
+                if ds_obj.name == datastore_name:
+                    ds_obj.datacenter = dc_obj
+                    return ds_obj
+
+    def _get_freespace(self, ds_obj):
+        # TODO(sabari): Move this function into oslo_vmware's datastore object.
+        return self.session.invoke_api(
+            vim_util, 'get_object_property', self.session.vim, ds_obj.ref,
+            'summary.freeSpace')
+
+    def _parse_datastore_info_and_weight(self, datastore):
+        weight = 0
+        parts = map(lambda x: x.strip(), datastore.rsplit(":", 2))
+        if len(parts) < 2:
+            msg = _('vmware_datastores format must be '
+                    'datacenter_path:datastore_name:weight or '
+                    'datacenter_path:datastore_name')
+            LOG.error(msg)
+            raise exceptions.BadStoreConfiguration(
+                store_name='vmware_datastore', reason=msg)
+        if len(parts) == 3 and parts[2]:
+            weight = parts[2]
+            if not weight.isdigit():
+                msg = (_('Invalid weight value %(weight)s in '
+                         'vmware_datastores configuration') %
+                       {'weight': weight})
+                LOG.exception(msg)
+                raise exceptions.BadStoreConfiguration(
+                    store_name="vmware_datastore", reason=msg)
+        datacenter_path, datastore_name = parts[0], parts[1]
+        if not datacenter_path or not datastore_name:
+            msg = _('Invalid datacenter_path or datastore_name specified '
+                    'in vmware_datastores configuration')
+            LOG.exception(msg)
+            raise exceptions.BadStoreConfiguration(
+                store_name="vmware_datastore", reason=msg)
+        return datacenter_path, datastore_name, weight
+
+    def _build_datastore_weighted_map(self, datastores):
+        """Build an ordered map where the key is a weight and the value is a
+        Datastore object.
+
+        :param: a list of datastores in the format
+                datacenter_path:datastore_name:weight
+        :return: a map with key-value <weight>:<Datastore>
+        """
+        ds_map = {}
+        for ds in datastores:
+            dc_path, name, weight = self._parse_datastore_info_and_weight(ds)
+            # Fetch the server side reference.
+            ds_obj = self._get_datastore(dc_path, name)
+            if not ds_obj:
                 msg = (_("Could not find datastore %(ds_name)s "
                          "in datacenter %(dc_path)s")
-                       % {'ds_name': self.datastore_name,
-                          'dc_path': self.datacenter_path})
+                       % {'ds_name': name,
+                          'dc_path': dc_path})
                 LOG.error(msg)
                 raise exceptions.BadStoreConfiguration(
                     store_name='vmware_datastore', reason=msg)
-            else:
-                _datastore_info_valid = True
+            ds_map.setdefault(int(weight), []).append(ds_obj)
+        return ds_map
+
+    def configure_add(self):
+        if self.conf.glance_store.vmware_datastores:
+            datastores = self.conf.glance_store.vmware_datastores
+        else:
+            # Backwards compatibility for vmware_datastore_name and
+            # vmware_datacenter_path.
+            datacenter_path = self.conf.glance_store.vmware_datacenter_path
+            datastore_name = self._option_get('vmware_datastore_name')
+            datastores = ['%s:%s:%s' % (datacenter_path, datastore_name, 0)]
+
+        self.datastores = self._build_datastore_weighted_map(datastores)
         self.store_image_dir = self.conf.glance_store.vmware_store_image_dir
 
+    def select_datastore(self, image_size):
+        """Select a datastore with free space larger than image size."""
+        for k, v in sorted(six.iteritems(self.datastores), reverse=True):
+            max_ds = None
+            max_fs = 0
+            for ds in v:
+                # Update with current freespace
+                ds.freespace = self._get_freespace(ds)
+                if ds.freespace > max_fs:
+                    max_ds = ds
+                    max_fs = ds.freespace
+            if max_ds and max_ds.freespace >= image_size:
+                return max_ds
+        msg = _LE("No datastore found with enough free space to contain an "
+                  "image of size %d") % image_size
+        LOG.error(msg)
+        raise exceptions.StorageFull()
+
     def _option_get(self, param):
         result = getattr(self.conf.glance_store, param)
         if not result:
@@ -325,6 +460,7 @@ class Store(glance_store.Store):
                 request returned an unexpected status. The expected responses
                 are 201 Created and 200 OK.
         """
+        ds = self.select_datastore(image_size)
         if image_size > 0:
             headers = {'Content-Length': image_size}
             image_file = _Reader(image_file)
@@ -337,8 +473,8 @@ class Store(glance_store.Store):
         loc = StoreLocation({'scheme': self.scheme,
                              'server_host': self.server_host,
                              'image_dir': self.store_image_dir,
-                             'datacenter_path': self.datacenter_path,
-                             'datastore_name': self.datastore_name,
+                             'datacenter_path': ds.datacenter.path,
+                             'datastore_name': ds.name,
                              'image_id': image_id}, self.conf)
         # NOTE(arnaud): use a decorator when the config is not tied to self
         cookie = self._build_vim_cookie_header(True)
@@ -425,18 +561,15 @@ class Store(glance_store.Store):
         :raises NotFound if image does not exist
         """
         file_path = '[%s] %s' % (
-            self.datastore_name,
+            location.store_location.datastore_name,
             location.store_location.path[len(DS_URL_PREFIX):])
-        search_index_moref = self.session.vim.service_content.searchIndex
-        dc_moref = self.session.invoke_api(
-            self.session.vim, 'FindByInventoryPath', search_index_moref,
-            inventoryPath=self.datacenter_path)
+        dc_obj = self._get_datacenter(location.store_location.datacenter_path)
         delete_task = self.session.invoke_api(
             self.session.vim,
             'DeleteDatastoreFile_Task',
             self.session.vim.service_content.fileManager,
             name=file_path,
-            datacenter=dc_moref)
+            datacenter=dc_obj.ref)
         try:
             self.session.wait_for_task(delete_task)
         except Exception:
diff --git a/tests/unit/test_opts.py b/tests/unit/test_opts.py
index cc4f7787..5559dec1 100644
--- a/tests/unit/test_opts.py
+++ b/tests/unit/test_opts.py
@@ -113,6 +113,7 @@ class OptsTestCase(base.StoreBaseTest):
             'vmware_api_retry_count',
             'vmware_datacenter_path',
             'vmware_datastore_name',
+            'vmware_datastores',
             'vmware_server_host',
             'vmware_server_password',
             'vmware_server_username',
diff --git a/tests/unit/test_vmware_store.py b/tests/unit/test_vmware_store.py
index 773e135f..22c3ac9a 100644
--- a/tests/unit/test_vmware_store.py
+++ b/tests/unit/test_vmware_store.py
@@ -19,8 +19,10 @@ import hashlib
 import uuid
 
 import mock
-from oslo.vmware import api
 from oslo_utils import units
+from oslo_vmware import api
+from oslo_vmware.objects import datacenter as oslo_datacenter
+from oslo_vmware.objects import datastore as oslo_datastore
 import six
 
 import glance_store._drivers.vmware_datastore as vm_store
@@ -79,11 +81,20 @@ class FakeHTTPConnection(object):
         pass
 
 
+def fake_datastore_obj(*args, **kwargs):
+    dc_obj = oslo_datacenter.Datacenter(ref='fake-ref',
+                                        name='fake-name')
+    dc_obj.path = args[0]
+    return oslo_datastore.Datastore(ref='fake-ref',
+                                    datacenter=dc_obj,
+                                    name=args[1])
+
+
 class TestStore(base.StoreBaseTest,
                 test_store_capabilities.TestStoreCapabilitiesChecking):
 
-    @mock.patch('oslo.vmware.api.VMwareAPISession', autospec=True)
-    def setUp(self, mock_session):
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    def setUp(self, mock_get_datastore):
         """Establish a clean test environment."""
         super(TestStore, self).setUp()
 
@@ -98,6 +109,7 @@ class TestStore(base.StoreBaseTest,
                     vmware_datastore_name=VMWARE_DS['vmware_datastore_name'],
                     vmware_datacenter_path=VMWARE_DS['vmware_datacenter_path'])
 
+        mock_get_datastore.side_effect = fake_datastore_obj
         backend.create_stores(self.conf)
 
         self.store = backend.get_store_from_scheme('vsphere')
@@ -105,7 +117,8 @@ class TestStore(base.StoreBaseTest,
         self.store.store_image_dir = (
             VMWARE_DS['vmware_store_image_dir'])
 
-    def test_get(self):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_get(self, mock_api_session):
         """Test a "normal" retrieval of an image in chunks."""
         expected_image_size = 31
         expected_returns = ['I am a teapot, short and stout\n']
@@ -119,7 +132,8 @@ class TestStore(base.StoreBaseTest,
         chunks = [c for c in image_file]
         self.assertEqual(expected_returns, chunks)
 
-    def test_get_non_existing(self):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_get_non_existing(self, mock_api_session):
         """
         Test that trying to retrieve an image that doesn't exist
         raises an error
@@ -131,9 +145,12 @@ class TestStore(base.StoreBaseTest,
             HttpConn.return_value = FakeHTTPConnection(status=404)
             self.assertRaises(exceptions.NotFound, self.store.get, loc)
 
+    @mock.patch.object(vm_store.Store, 'select_datastore')
     @mock.patch.object(vm_store._Reader, 'size')
-    def test_add(self, fake_size):
+    @mock.patch.object(api, 'VMwareAPISession')
+    def test_add(self, fake_api_session, fake_size, fake_select_datastore):
         """Test that we can add an image via the VMware backend."""
+        fake_select_datastore.return_value = self.store.datastores[0][0]
         expected_image_id = str(uuid.uuid4())
         expected_size = FIVE_KB
         expected_contents = "*" * expected_size
@@ -159,12 +176,16 @@ class TestStore(base.StoreBaseTest,
         self.assertEqual(expected_size, size)
         self.assertEqual(expected_checksum, checksum)
 
+    @mock.patch.object(vm_store.Store, 'select_datastore')
     @mock.patch.object(vm_store._Reader, 'size')
-    def test_add_size_zero(self, fake_size):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_add_size_zero(self, mock_api_session, fake_size,
+                           fake_select_datastore):
         """
         Test that when specifying size zero for the image to add,
         the actual size of the image is returned.
         """
+        fake_select_datastore.return_value = self.store.datastores[0][0]
         expected_image_id = str(uuid.uuid4())
         expected_size = FIVE_KB
         expected_contents = "*" * expected_size
@@ -189,7 +210,8 @@ class TestStore(base.StoreBaseTest,
         self.assertEqual(expected_size, size)
         self.assertEqual(expected_checksum, checksum)
 
-    def test_delete(self):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_delete(self, mock_api_session):
         """Test we can delete an existing image in the VMware store."""
         loc = location.get_location_from_uri(
             "vsphere://127.0.0.1/folder/openstack_glance/%s?"
@@ -202,7 +224,8 @@ class TestStore(base.StoreBaseTest,
             HttpConn.return_value = FakeHTTPConnection(status=404)
             self.assertRaises(exceptions.NotFound, self.store.get, loc)
 
-    def test_get_size(self):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_get_size(self, mock_api_session):
         """
         Test we can get the size of an existing image in the VMware store
         """
@@ -214,7 +237,8 @@ class TestStore(base.StoreBaseTest,
             image_size = self.store.get_size(loc)
         self.assertEqual(image_size, 31)
 
-    def test_get_size_non_existing(self):
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_get_size_non_existing(self, mock_api_session):
         """
         Test that trying to retrieve an image size that doesn't exist
         raises an error
@@ -329,8 +353,64 @@ class TestStore(base.StoreBaseTest,
         except exceptions.BadStoreConfiguration:
             self.fail()
 
+    def test_sanity_check_multiple_datastores(self):
+        self.store.conf.glance_store.vmware_api_retry_count = 1
+        self.store.conf.glance_store.vmware_task_poll_interval = 1
+        # Check both vmware_datastore_name and vmware_datastores defined.
+        self.store.conf.glance_store.vmware_datastores = ['a:b:0']
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._sanity_check)
+        # Both vmware_datastore_name and vmware_datastores are not defined.
+        self.store.conf.glance_store.vmware_datastore_name = None
+        self.store.conf.glance_store.vmware_datastores = None
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._sanity_check)
+        self.store.conf.glance_store.vmware_datastore_name = None
+        self.store.conf.glance_store.vmware_datastores = ['a:b:0', 'a:d:0']
+        try:
+            self.store._sanity_check()
+        except exceptions.BadStoreConfiguration:
+            self.fail()
+
+    def test_parse_datastore_info_and_weight_less_opts(self):
+        datastore = 'a'
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._parse_datastore_info_and_weight,
+                          datastore)
+
+    def test_parse_datastore_info_and_weight_invalid_weight(self):
+        datastore = 'a:b:c'
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._parse_datastore_info_and_weight,
+                          datastore)
+
+    def test_parse_datastore_info_and_weight_empty_opts(self):
+        datastore = 'a: :0'
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._parse_datastore_info_and_weight,
+                          datastore)
+        datastore = ':b:0'
+        self.assertRaises(exceptions.BadStoreConfiguration,
+                          self.store._parse_datastore_info_and_weight,
+                          datastore)
+
+    def test_parse_datastore_info_and_weight(self):
+        datastore = 'a:b:100'
+        parts = self.store._parse_datastore_info_and_weight(datastore)
+        self.assertEqual('a', parts[0])
+        self.assertEqual('b', parts[1])
+        self.assertEqual('100', parts[2])
+
+    def test_parse_datastore_info_and_weight_default_weight(self):
+        datastore = 'a:b'
+        parts = self.store._parse_datastore_info_and_weight(datastore)
+        self.assertEqual('a', parts[0])
+        self.assertEqual('b', parts[1])
+        self.assertEqual(0, parts[2])
+
+    @mock.patch.object(vm_store.Store, 'select_datastore')
     @mock.patch.object(api, 'VMwareAPISession')
-    def test_unexpected_status(self, mock_api_session):
+    def test_unexpected_status(self, mock_api_session, mock_select_datastore):
         expected_image_id = str(uuid.uuid4())
         expected_size = FIVE_KB
         expected_contents = "*" * expected_size
@@ -344,6 +424,9 @@ class TestStore(base.StoreBaseTest,
 
     @mock.patch.object(api, 'VMwareAPISession')
     def test_reset_session(self, mock_api_session):
+        # Initialize session and reset mock before testing.
+        self.store.reset_session()
+        mock_api_session.reset_mock()
         self.store.reset_session(force=False)
         self.assertFalse(mock_api_session.called)
         self.store.reset_session()
@@ -353,6 +436,9 @@ class TestStore(base.StoreBaseTest,
 
     @mock.patch.object(api, 'VMwareAPISession')
     def test_build_vim_cookie_header_active(self, mock_api_session):
+        # Initialize session and reset mock before testing.
+        self.store.reset_session()
+        mock_api_session.reset_mock()
         self.store.session.is_current_session_active = mock.Mock()
         self.store.session.is_current_session_active.return_value = True
         self.store._build_vim_cookie_header(True)
@@ -360,6 +446,9 @@ class TestStore(base.StoreBaseTest,
 
     @mock.patch.object(api, 'VMwareAPISession')
     def test_build_vim_cookie_header_expired(self, mock_api_session):
+        # Initialize session and reset mock before testing.
+        self.store.reset_session()
+        mock_api_session.reset_mock()
         self.store.session.is_current_session_active = mock.Mock()
         self.store.session.is_current_session_active.return_value = False
         self.store._build_vim_cookie_header(True)
@@ -367,13 +456,18 @@ class TestStore(base.StoreBaseTest,
 
     @mock.patch.object(api, 'VMwareAPISession')
     def test_build_vim_cookie_header_expired_noverify(self, mock_api_session):
+        # Initialize session and reset mock before testing.
+        self.store.reset_session()
+        mock_api_session.reset_mock()
         self.store.session.is_current_session_active = mock.Mock()
         self.store.session.is_current_session_active.return_value = False
         self.store._build_vim_cookie_header()
         self.assertFalse(mock_api_session.called)
 
+    @mock.patch.object(vm_store.Store, 'select_datastore')
     @mock.patch.object(api, 'VMwareAPISession')
-    def test_add_ioerror(self, mock_api_session):
+    def test_add_ioerror(self, mock_api_session, mock_select_datastore):
+        mock_select_datastore.return_value = self.store.datastores[0][0]
         expected_image_id = str(uuid.uuid4())
         expected_size = FIVE_KB
         expected_contents = "*" * expected_size
@@ -390,3 +484,120 @@ class TestStore(base.StoreBaseTest,
         exp_url = 'scheme://example.com/path?key1=val1%3Fsort%3Dtrue&key2=val2'
         self.assertEqual(exp_url,
                          utils.sort_url_by_qs_keys(url))
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(api, 'VMwareAPISession')
+    def test_build_datastore_weighted_map(self, mock_api_session, mock_ds_obj):
+        datastores = ['a:b:100', 'c:d:100', 'e:f:200']
+        mock_ds_obj.side_effect = fake_datastore_obj
+        ret = self.store._build_datastore_weighted_map(datastores)
+        ds = ret[200]
+        self.assertEqual('e', ds[0].datacenter.path)
+        self.assertEqual('f', ds[0].name)
+        ds = ret[100]
+        self.assertEqual(2, len(ds))
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(api, 'VMwareAPISession')
+    def test_build_datastore_weighted_map_equal_weight(self, mock_api_session,
+                                                       mock_ds_obj):
+        datastores = ['a:b:200', 'a:b:200']
+        mock_ds_obj.side_effect = fake_datastore_obj
+        ret = self.store._build_datastore_weighted_map(datastores)
+        ds = ret[200]
+        self.assertEqual(2, len(ds))
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(api, 'VMwareAPISession')
+    def test_build_datastore_weighted_map_empty_list(self, mock_api_session,
+                                                     mock_ds_ref):
+        datastores = []
+        ret = self.store._build_datastore_weighted_map(datastores)
+        self.assertEqual({}, ret)
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(vm_store.Store, '_get_freespace')
+    def test_select_datastore_insufficient_freespace(self, mock_get_freespace,
+                                                     mock_ds_ref):
+        datastores = ['a:b:100', 'c:d:100', 'e:f:200']
+        image_size = 10
+        self.store.datastores = (
+            self.store._build_datastore_weighted_map(datastores))
+        freespaces = [5, 5, 5]
+
+        def fake_get_fp(*args, **kwargs):
+            return freespaces.pop(0)
+        mock_get_freespace.side_effect = fake_get_fp
+        self.assertRaises(exceptions.StorageFull,
+                          self.store.select_datastore, image_size)
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(vm_store.Store, '_get_freespace')
+    def test_select_datastore_insufficient_fs_one_ds(self, mock_get_freespace,
+                                                     mock_ds_ref):
+        # Tests if fs is updated with just one datastore.
+        datastores = ['a:b:100']
+        image_size = 10
+        self.store.datastores = (
+            self.store._build_datastore_weighted_map(datastores))
+        freespaces = [5]
+
+        def fake_get_fp(*args, **kwargs):
+            return freespaces.pop(0)
+        mock_get_freespace.side_effect = fake_get_fp
+        self.assertRaises(exceptions.StorageFull,
+                          self.store.select_datastore, image_size)
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(vm_store.Store, '_get_freespace')
+    def test_select_datastore_equal_freespace(self, mock_get_freespace,
+                                              mock_ds_obj):
+        datastores = ['a:b:100', 'c:d:100', 'e:f:200']
+        image_size = 10
+        mock_ds_obj.side_effect = fake_datastore_obj
+        self.store.datastores = (
+            self.store._build_datastore_weighted_map(datastores))
+        freespaces = [11, 11, 11]
+
+        def fake_get_fp(*args, **kwargs):
+            return freespaces.pop(0)
+        mock_get_freespace.side_effect = fake_get_fp
+
+        ds = self.store.select_datastore(image_size)
+        self.assertEqual('e', ds.datacenter.path)
+        self.assertEqual('f', ds.name)
+
+    @mock.patch.object(vm_store.Store, '_get_datastore')
+    @mock.patch.object(vm_store.Store, '_get_freespace')
+    def test_select_datastore_contention(self, mock_get_freespace,
+                                         mock_ds_obj):
+        datastores = ['a:b:100', 'c:d:100', 'e:f:200']
+        image_size = 10
+        mock_ds_obj.side_effect = fake_datastore_obj
+        self.store.datastores = (
+            self.store._build_datastore_weighted_map(datastores))
+        freespaces = [5, 11, 12]
+
+        def fake_get_fp(*args, **kwargs):
+            return freespaces.pop(0)
+        mock_get_freespace.side_effect = fake_get_fp
+        ds = self.store.select_datastore(image_size)
+        self.assertEqual('c', ds.datacenter.path)
+        self.assertEqual('d', ds.name)
+
+    def test_select_datastore_empty_list(self):
+        datastores = []
+        self.store.datastores = (
+            self.store._build_datastore_weighted_map(datastores))
+        self.assertRaises(exceptions.StorageFull,
+                          self.store.select_datastore, 10)
+
+    @mock.patch('oslo_vmware.api.VMwareAPISession')
+    def test_get_datacenter_ref(self, mock_api_session):
+        datacenter_path = 'Datacenter1'
+        self.store._get_datacenter(datacenter_path)
+        self.store.session.invoke_api.assert_called_with(
+            self.store.session.vim,
+            'FindByInventoryPath',
+            self.store.session.vim.service_content.searchIndex,
+            inventoryPath=datacenter_path)