def create_team(self, **kwargs):
if not kwargs.get('name'):
kwargs['name'] = petname.Generate(2, ' ', letters=10).title()
if not kwargs.get('slug'):
kwargs['slug'] = slugify(six.text_type(kwargs['name']))
if not kwargs.get('organization'):
kwargs['organization'] = self.organization
return Team.objects.create(**kwargs)
def create_environment(project, **kwargs):
name = kwargs.get('name', petname.Generate(3, ' ', letters=10)[:64])
env = Environment.objects.create(
organization_id=project.organization_id,
project_id=project.id,
name=name,
)
env.add_project(project, is_hidden=kwargs.get('is_hidden'))
return env
def random_hostname(self, params):
"""Return a random hostname."""
while True:
new_hostname = petname.Generate(2, "-")
try:
Node.objects.get(hostname=new_hostname)
except Node.DoesNotExist:
return new_hostname
return ""
class U2fRestSerializer(serializers.Serializer):
deviceName = serializers.CharField(
label='Device name',
required=False,
max_length=60,
default=lambda: petname.Generate(2, ' ', letters=10).title(),
)
challenge = serializers.CharField(required=True, )
response = serializers.CharField(required=True, )
def __init__(self, *, output=None, source, project: Project, remote=None) -> None:
container_name = petname.Generate(3, "-")
super().__init__(
output=output,
source=source,
project=project,
container_name=container_name,
remote=remote,
)
def model_setup_run(setup=(hidden_size, repeat, lr, weight_decay, batch_size),
epochs=epochs,
n_atoms=n_atoms,
criteria=nn.SmoothL1Loss(),
trainset=trainset,
testset=testset,
test_batch_size=test_batch_size,
name=name,
init_state_path=init_state_path,
ReInitialized_MODEL=ReInitialized_MODEL):
name = petname.Generate(3, ' ', 10)
hidden_size, repeat, lr, weight_decay, batch_size = setup
module = nn.Linear(hidden_size, hidden_size)
batch_size = int(batch_size)
input_module = nn.Linear(n_atoms * 3, hidden_size)
output_module = nn.Linear(hidden_size, n_atoms * 3)
model = modular_nn(input_module, module, repeat, output_module)
if ReInitialized_MODEL:
torch.save(model.state_dict(), init_state_path)
print(model)
r2, a, b, RMSE, MSE, val_loss, name = \
train_over_hyperparameters(model, init_state_path,
trainset, testset,
criteria,
lr=lr, weight_decay=weight_decay, epochs=epochs,
batch_size=batch_size, test_batch_size=test_batch_size,
name=name,
cuda=True, parallel=True, verbose=True)
if args.save_model:
torch.save(model.state_dict(), args.model_path + '/' + name + '.model')
# %% Logging run
LOGGING_FILE = 'bookkeeping.json'
line = dict(name=name,
lr=lr,
weight_decay=weight_decay,
epochs=epochs,
batch_size=batch_size,
test_batch_size=test_batch_size,
hidden_size=hidden_size,
repeat=repeat,
search_method=args.search_method,
R2=r2,
slope=a,
intercept=b,
RMSE=RMSE,
MSE=MSE,
validation_loss=val_loss)
try:
df = pd.read_json(LOGGING_FILE)
except ValueError:
df = pd.DataFrame()
df = df.append(line, ignore_index=True)
df.to_json(LOGGING_FILE)
return RMSE
def __init__(self,
snap_output,
tar_filename,
project_options,
server=_DEFAULT_IMAGE_SERVER):
self._snap_output = snap_output
self._tar_filename = tar_filename
self._project_options = project_options
self._container_name = 'snapcraft-{}'.format(petname.Generate(3, '-'))
self._server = server
def generate_bmc_names(apps, schema_editor):
BMC = apps.get_model("maasserver", "BMC")
generated_names = []
for bmc in BMC.objects.all():
while True:
bmc.name = petname.Generate(2, "-")
if bmc.name not in generated_names:
bmc.save()
generated_names.append(bmc.name)
break
def create_environment(self, **kwargs):
project = kwargs.get('project', self.project)
name = kwargs.get('name', petname.Generate(3, ' ', letters=10)[:64])
env = Environment.objects.create(
organization_id=project.organization_id,
project_id=project.id,
name=name,
)
env.add_project(project)
return env
def set_random_name(self):
"""Set a random `name`."""
while True:
self.name = petname.Generate(2, "-")
try:
self.save()
except ValidationError:
pass
else:
break
def create_repo(project, name=None, provider=None, integration_id=None, url=None):
repo = Repository.objects.create(
organization_id=project.organization_id,
name=name
or "{}-{}".format(petname.Generate(2, "", letters=10), random.randint(1000, 9999)),
provider=provider,
integration_id=integration_id,
url=url,
)
return repo
def generate_captcha():
import uuid
import base64
import petname
#TODO refactor avec feed pour le safe uuid
r_uuid = base64.urlsafe_b64encode(uuid.uuid4().bytes)
verify = petname.Generate(1)
r.setex(r_uuid, TIME_OUT_CAPTCHA, verify)
return image.generate(verify), r_uuid
def create_environment(project, **kwargs):
name = kwargs.get("name", petname.Generate(3, " ", letters=10)[:64])
organization = kwargs.get("organization")
organization_id = organization.id if organization else project.organization_id
env = Environment.objects.create(organization_id=organization_id,
project_id=project.id,
name=name)
env.add_project(project, is_hidden=kwargs.get("is_hidden"))
return env
class U2fRestSerializer(serializers.Serializer):
deviceName = serializers.CharField(
label="Device name",
required=False,
allow_null=True,
allow_blank=True,
max_length=60,
default=lambda: petname.Generate(2, " ", letters=10).title(),
)
challenge = serializers.CharField(required=True)
response = serializers.CharField(required=True)
def create_race_data():
data = {
"name": petname.Generate(3),
"boat_type_id": random.randint(1, db.session.query(BoatType).count()),
"start_time": arrow.now().int_timestamp + 10,
"private": 1,
"start_loc_id": random.randint(1, db.session.query(Location).count()),
"finish_loc_id": random.randint(1, db.session.query(Location).count()),
"user_id": random.randint(1, db.session.query(User).count())
}
return data
def create_project(self, **kwargs):
if not kwargs.get('name'):
kwargs['name'] = petname.Generate(2, ' ').title()
if not kwargs.get('slug'):
kwargs['slug'] = slugify(six.text_type(kwargs['name']))
if not kwargs.get('team'):
kwargs['team'] = self.team
if not kwargs.get('organization'):
kwargs['organization'] = kwargs['team'].organization
return Project.objects.create(**kwargs)
def __init__(self, snap_output, tar_filename, project_options,
remote=None):
self._snap_output = snap_output
self._tar_filename = tar_filename
self._project_options = project_options
container_name = 'snapcraft-{}'.format(petname.Generate(3, '-'))
if remote:
self._verify_remote(remote)
self._container_name = '{}:{}'.format(remote, container_name)
else:
self._container_name = container_name
def create_team(organization, **kwargs):
if not kwargs.get('name'):
kwargs['name'] = petname.Generate(2, ' ', letters=10).title()
if not kwargs.get('slug'):
kwargs['slug'] = slugify(six.text_type(kwargs['name']))
members = kwargs.pop('members', None)
team = Team.objects.create(organization=organization, **kwargs)
if members:
for user in members:
Factories.create_team_membership(team=team, user=user)
return team
def run_exercise():
env_name = 'MountainCar-v0'
run_name = petname.Generate(3, '-')
print "Starting {} run {}".format(env_name, run_name)
environment = gym.make(env_name)
agent = GradientSarsaAgent(environment)
print
print "Starting training"
environment.monitor.start('runs/{}/{}/'.format(env_name, run_name))
run_episodes(environment, agent, episodes=100)
def get_unique_id(availability_func: Callable) -> str:
"""Generate a unique sample id.
The availability function should return a matching result given an id if it
already exists.
"""
while True:
random_id = petname.Generate(3, separator="")
if availability_func(random_id) is None:
return random_id
else:
LOG.debug(f"{random_id} already used - trying another id")
def create_team(organization, **kwargs):
if not kwargs.get("name"):
kwargs["name"] = petname.Generate(2, " ", letters=10).title()
if not kwargs.get("slug"):
kwargs["slug"] = slugify(six.text_type(kwargs["name"]))
members = kwargs.pop("members", None)
team = Team.objects.create(organization=organization, **kwargs)
if members:
for user in members:
Factories.create_team_membership(team=team, user=user)
return team
def create_organization(self, name=None, owner=None, **kwargs):
if not name:
name = petname.Generate(2, ' ', letters=10).title()
org = Organization.objects.create(name=name, **kwargs)
if owner:
self.create_member(
organization=org,
user=owner,
role='owner',
)
return org
def create_alert_rule_trigger(
alert_rule,
label=None,
threshold_type=AlertRuleThresholdType.ABOVE,
alert_threshold=100,
resolve_threshold=10,
):
if not label:
label = petname.Generate(2, " ", letters=10).title()
return create_alert_rule_trigger(alert_rule, label, threshold_type,
alert_threshold, resolve_threshold)
def create_project(organization=None, teams=None, **kwargs):
if not kwargs.get("name"):
kwargs["name"] = petname.Generate(2, " ", letters=10).title()
if not kwargs.get("slug"):
kwargs["slug"] = slugify(six.text_type(kwargs["name"]))
if not organization and teams:
organization = teams[0].organization
project = Project.objects.create(organization=organization, **kwargs)
if teams:
for team in teams:
project.add_team(team)
return project
def my_func(*args, **kwargs):
process_number = petname.Generate(2, '-')
while True:
try:
return func(process_number, *args, **kwargs)
except KeyboardInterrupt:
print("Keyboard interrupt in worker", process_number)
return
except Exception as e:
print(
"Error in worker {}:\n\t{}\n\tRestarting in 3 seconds...".
format(process_number, repr(e)))
sleep(3)
def __init__(self,
*,
output=None,
source,
project_options,
metadata=None,
remote=None):
container_name = petname.Generate(3, '-')
super().__init__(output=output,
source=source,
project_options=project_options,
metadata=metadata,
container_name=container_name,
remote=remote)
def add_family(self, name: str, panels: List[str], priority: str='standard') -> models.Family:
"""Add a new family to the database."""
# generate a unique family id
while True:
internal_id = petname.Generate(2, separator='')
if self.family(internal_id) is None:
break
else:
LOG.debug(f"{internal_id} already used - trying another id")
db_priority = PRIORITY_MAP[priority]
new_family = self.Family(internal_id=internal_id, name=name, priority=db_priority)
new_family.panels = panels
return new_family
def _create_container(self):
try:
remote_tmp = petname.Generate(2, '-')
check_call(['lxc', 'remote', 'add', remote_tmp, self._server])
check_call([
'lxc', 'launch', '-e',
'{}:ubuntu/xenial/{}'.format(remote_tmp,
self._project_options.deb_arch),
self._container_name
])
yield
finally:
check_call(['lxc', 'stop', self._container_name])
check_call(['lxc', 'remote', 'remove', remote_tmp])
def __init__(self, *, project, echoer) -> None:
self.project = project
self.echoer = echoer
# Once https://github.com/CanonicalLtd/multipass/issues/220 is
# closed we can prepend snapcraft- again.
self.instance_name = petname.Generate(2, '-')
self.project_dir = shlex.quote(project.info.name)
if project.info.version:
self.snap_filename = '{}_{}_{}.snap'.format(
project.info.name, project.info.version, project.deb_arch)
else:
self.snap_filename = '{}_{}.snap'.format(project.info.name,
project.deb_arch)
def _start_servers(self, transport, num_servers, num_topics):
topics = [petname.Generate(3, "_") for _i in range(num_topics)]
topics_iter = itertools.cycle(topics)
for i in range(num_servers):
topic = topics_iter.next()
server_name = 'profiler_server'
LOG.info("Starting server %s topic %s" % (server_name, topic))
target = messaging.Target(topic=topic, server=server_name)
pr = multiprocessing.Process(target=self._start_server,
args=(transport, target,
self.messages_received))
pr.start()
self.server_processes.append(pr)
self.context['servers'].append((topic, server_name))
