def test_many_nested(self):
class ExampleMany(model.Model):
class Schema(model.Schema):
object_id = model.PrimaryKey()
many = model.Nested(Simple, many=True)
many = ExampleMany.load_from_cloud(
self.cloud, {
'object_id': 'foo',
'many': [
{
'foo': 'foo'
},
{
'foo': 'bar'
},
{
'foo': 'baz'
},
],
})
self.assertEqual('foo', many.many[0].foo)
self.assertEqual('bar', many.many[1].foo)
self.assertEqual('baz', many.many[2].foo)
with model.Session() as session:
session.store(many)
with model.Session() as session:
obj = session.retrieve(ExampleMany,
model.ObjectId('foo', 'test_cloud'))
self.assertEqual('foo', obj.many[0].foo)
self.assertEqual('bar', obj.many[1].foo)
self.assertEqual('baz', obj.many[2].foo)
def invalidate(self, old_signature, new_signature, force=False):
"""
Remove data related to any cloud that changed signature.
"""
if force:
with model.Session() as session:
session.delete()
return
self.missing_clouds = []
# Create set of cloud names that which data is not valid anymore
old_clouds = set(old_signature.keys())
invalid_clouds = old_clouds.difference(new_signature.keys())
for name, signature in new_signature.items():
if name not in old_signature:
self.missing_clouds.append(name)
continue
if old_signature[name] != signature:
self.missing_clouds.append(name)
invalid_clouds.add(name)
with model.Session() as session:
for cloud in invalid_clouds:
session.delete(cloud=cloud)
def test_store_list(self):
data = Example.generate_cloud_data()
orig_obj = Example.load_from_cloud(self.cloud, data)
object_id = orig_obj.object_id
with model.Session() as session:
session.store(orig_obj)
# Validate retrieve working before commit
self._validate_example_obj(object_id, session.list(Example)[0])
with model.Session() as session:
# Validate retrieve working after commit
self._validate_example_obj(object_id, session.list(Example)[0])
def test_load_store(self):
data = Example.generate_cloud_data()
orig_obj = Example.load_from_cloud(self.cloud, data)
object_id = orig_obj.object_id
with model.Session() as session:
session.store(orig_obj)
with model.Session() as session:
obj = session.retrieve(Example, object_id)
self._validate_example_obj(object_id, obj)
obj.baz.foo = 'changed'
obj.bar = 'changed too'
with model.Session() as session:
loaded_obj = session.retrieve(Example, object_id)
self.assertEqual('changed', loaded_obj.baz.foo)
self.assertEqual('changed too', loaded_obj.bar)
def setUp(self):
super(StageTestCase, self).setUp()
self.cloud = mock.MagicMock()
self.cloud.name = 'test_cloud'
self.obj1 = TestMode.load_from_cloud(self.cloud, {
'id': 'id1',
'field1': 'a',
'field2': 'a',
})
self.obj2 = TestMode.load_from_cloud(self.cloud, {
'id': 'id2',
'field1': 'a',
'field2': 'b',
})
self.obj3 = TestMode.load_from_cloud(self.cloud, {
'id': 'id3',
'field1': 'b',
'field2': 'a',
})
self.obj4 = TestMode.load_from_cloud(self.cloud, {
'id': 'id4',
'field1': 'b',
'field2': 'b',
})
with model.Session() as s:
s.store(self.obj1)
s.store(self.obj2)
s.store(self.obj3)
s.store(self.obj4)
def show_largest_servers(cfg, count, migration_name):
def server_size(server):
size = 0
if server.image is not None:
size += server.image.size
for ephemeral_disk in server.ephemeral_disks:
size += ephemeral_disk.size
for volume in server.attached_volumes:
size += volume.size
return size
output = []
migration = cfg.migrations[migration_name]
with model.Session() as session:
for index, server in enumerate(
heapq.nlargest(
count,
migration.query.search(session, migration.source,
nova.Server),
key=server_size),
start=1):
output.append(
' {0}. {1.object_id.id} {1.name} - {2}'.format(
index, server,
sizeof_format.sizeof_fmt(server_size(server))))
if output:
print '\n{0} largest servers:'.format(len(output))
for line in output:
print line
def discover(cls, cloud):
volume_client = cloud.volume_client()
volumes_list = volume_client.volumes.list(
search_opts={'all_tenants': True})
with model.Session() as session:
for raw_volume in volumes_list:
volume = Volume.load_from_cloud(cloud, raw_volume)
session.store(volume)
def test_jmespath_query(self):
q = query.Query({
CLASS_FQN: [
'[? field1 == `b` && field2 == `a` ]'
]
})
with model.Session() as session:
objs = sorted(q.search(session), key=lambda x: x.object_id.id)
self.assertEqual(1, len(objs))
self.assertEqual(objs[0].object_id.id, 'id3')
def test_nested_sessions(self):
data = Example.generate_cloud_data()
orig_obj1 = Example.load_from_cloud(self.cloud, data)
object1_id = orig_obj1.object_id
orig_obj2 = Example.load_from_cloud(self.cloud2, data)
object2_id = orig_obj2.object_id
with model.Session() as s1:
s1.store(orig_obj1)
with model.Session() as s2:
s2.store(orig_obj2)
self._validate_example_obj(object1_id,
s2.retrieve(Example, object1_id))
self._validate_example_obj(object2_id,
s2.retrieve(Example, object2_id))
with model.Session() as s:
self._validate_example_obj(object1_id,
s.retrieve(Example, object1_id))
self._validate_example_obj(object2_id,
s2.retrieve(Example, object2_id))
def show_largest_unused_resources(count, cloud_name, tenant):
with model.Session() as session:
used_volumes = set()
used_images = set()
servers = list_filtered(session, nova.Server, cloud_name, tenant)
for server in servers:
if server.image is not None:
used_images.add(server.image.object_id)
for volume in server.attached_volumes:
used_volumes.add(volume.object_id)
# Find unused volumes
volumes_output = []
volumes_size = 0
volumes = list_filtered(session, cinder.Volume, cloud_name, tenant)
for index, volume in enumerate(
heapq.nlargest(count,
(v for v in volumes
if v.object_id not in used_volumes),
key=lambda v: v.size),
start=1):
volumes_size += volume.size
size = sizeof_format.sizeof_fmt(volume.size, 'G')
volumes_output.append(
' {0:3d}. {1.object_id.id} {2:10s} {1.name}'.format(
index, volume, size))
# Find unused images
images_output = []
images_size = 0
images = list_filtered(session, glance.Image, cloud_name, tenant)
for index, image in enumerate(
heapq.nlargest(count,
(i for i in images
if i.object_id not in used_images),
key=lambda i: i.size),
start=1):
images_size += image.size
size = sizeof_format.sizeof_fmt(image.size)
images_output.append(
' {0:3d}. {1.object_id.id} {2:10s} {1.name}'.format(
index, image, size))
# Output result
if volumes_output:
print '\n{0} largest unused volumes:'.format(len(volumes_output))
for line in volumes_output:
print line
print ' Total:', sizeof_format.sizeof_fmt(volumes_size, 'G')
if images_output:
print '\n{0} largest unused images:'.format(len(images_output))
for line in images_output:
print line
print ' Total:', sizeof_format.sizeof_fmt(images_size)
def test_store_list_cloud(self):
data = Example.generate_cloud_data()
orig_obj1 = Example.load_from_cloud(self.cloud, data)
object1_id = orig_obj1.object_id
orig_obj2 = Example.load_from_cloud(self.cloud2, data)
object2_id = orig_obj2.object_id
with model.Session() as session:
session.store(orig_obj1)
session.store(orig_obj2)
# Validate retrieve working before commit
self._validate_example_obj(object1_id,
session.list(Example, 'test_cloud')[0])
self._validate_example_obj(object2_id,
session.list(Example, 'test_cloud2')[0])
# Validate retrieve working after commit
with model.Session() as session:
self._validate_example_obj(object1_id,
session.list(Example, 'test_cloud')[0])
with model.Session() as session:
self._validate_example_obj(object2_id,
session.list(Example, 'test_cloud2')[0])
def test_simple_query2(self):
q = query.Query({
CLASS_FQN: [
{
'field1': ['b'],
'field2': ['b'],
}
]
})
with model.Session() as session:
objs = sorted(q.search(session), key=lambda x: x.object_id.id)
self.assertEqual(1, len(objs))
self.assertEqual(objs[0].object_id.id, 'id4')
def test_nested_sessions_save_updates_after_nested(self):
data = Example.generate_cloud_data()
orig_obj1 = Example.load_from_cloud(self.cloud, data)
object1_id = orig_obj1.object_id
orig_obj2 = Example.load_from_cloud(self.cloud2, data)
object2_id = orig_obj2.object_id
with model.Session() as s1:
s1.store(orig_obj1)
with model.Session() as s2:
s2.store(orig_obj2)
self._validate_example_obj(object1_id,
s2.retrieve(Example, object1_id))
self._validate_example_obj(object2_id,
s2.retrieve(Example, object2_id))
orig_obj1.bar = 'some other non-random string'
with model.Session() as s:
self._validate_example_obj(
object1_id,
s.retrieve(Example, object1_id),
bar_value='some other non-random string')
self._validate_example_obj(object2_id,
s2.retrieve(Example, object2_id))
def discover(cls, cloud):
compute_client = cloud.compute_client()
avail_hosts = list_available_compute_hosts(compute_client)
with model.Session() as session:
servers = []
# Collect servers using API
for tenant in session.list(keystone.Tenant, cloud.name):
server_list = compute_client.servers.list(
search_opts={
'all_tenants': True,
'tenant_id': tenant.object_id.id,
})
for raw_server in server_list:
host = getattr(raw_server, HOST)
if host not in avail_hosts:
LOG.warning('Skipping server %s, host not available.',
host)
continue
# Workaround for grizzly lacking os-extended-volumes
overrides = {}
if not hasattr(raw_server, VOLUMES_ATTACHED):
overrides['attached_volumes'] = [
volume.id for volume in compute_client.volumes.
get_server_volumes(raw_server.id)
]
try:
srv = Server.load_from_cloud(cloud, raw_server,
overrides)
if srv.image and srv.image.tenant != srv.tenant:
srv.image_membership = glance.ImageMember.get(
cloud, srv.image.object_id.id,
srv.tenant.object_id.id)
servers.append(srv)
LOG.debug('Discovered: %s', srv)
except marshmallow_exc.ValidationError as e:
LOG.warning('Server %s ignored: %s', raw_server.id, e)
continue
# Discover ephemeral volume info using SSH
servers.sort(key=lambda s: s.host)
for host, host_servers in itertools.groupby(servers,
key=lambda s: s.host):
with cloud.remote_executor(host, ignore_errors=True) as remote:
for srv in host_servers:
ephemeral_disks = _list_ephemeral(remote, srv)
if ephemeral_disks is not None:
srv.ephemeral_disks = ephemeral_disks
session.store(srv)
def discover(cls, cloud):
image_client = cloud.image_client()
with model.Session() as session:
for raw_image in image_client.images.list(
filters={"is_public": None}):
try:
image = Image.load_from_cloud(cloud, raw_image)
session.store(image)
members_list = image_client.image_members.list(
image=raw_image)
for raw_member in members_list:
member = ImageMember.load_from_cloud(cloud, raw_member)
session.store(member)
image.members.append(member)
except exceptions.ValidationError as e:
LOG.warning('Invalid image %s: %s', raw_image.id, e)
def estimate_copy(cfg, migration_name):
migration = cfg.migrations[migration_name]
query = migration.query
src_cloud = migration.source
with model.Session() as session:
total_ephemeral_size = 0
total_volume_size = 0
total_image_size = 0
accounted_volumes = set()
accounted_images = set()
for server in query.search(session, src_cloud, nova.Server):
for ephemeral_disk in server.ephemeral_disks:
total_ephemeral_size += ephemeral_disk.size
if server.image is not None \
and server.image.object_id not in accounted_images:
total_image_size += server.image.size
accounted_images.add(server.image.object_id)
for volume in server.attached_volumes:
if volume.object_id not in accounted_volumes:
total_volume_size += volume.size
accounted_volumes.add(volume.object_id)
for volume in query.search(session, src_cloud, cinder.Volume):
if volume.object_id not in accounted_volumes:
total_volume_size += volume.size
for image in query.search(session, src_cloud, glance.Image):
if image.object_id not in accounted_images:
total_image_size += image.size
print 'Migration', migration_name, 'estimates:'
print 'Images:'
print ' Size:', sizeof_format.sizeof_fmt(total_image_size)
print 'Ephemeral disks:'
print ' Size:', sizeof_format.sizeof_fmt(total_ephemeral_size)
print 'Volumes:'
print ' Size:', sizeof_format.sizeof_fmt(total_volume_size, 'G')
def discover(cls, cloud):
identity_client = cloud.identity_client()
with model.Session() as session:
for tenant in identity_client.tenants.list():
session.store(Tenant.load_from_cloud(cloud, tenant))