def superadmin_client():
from singa_auto.client import Client
admin_host = os.environ['ADMIN_HOST']
admin_port = os.environ['ADMIN_PORT']
client = Client(admin_host=admin_host, admin_port=admin_port)
client.login(email=SUPERADMIN_EMAIL,
password=os.environ['SUPERADMIN_PASSWORD'])
return client
type=int,
default=0,
help='How many GPUs to use for training')
parser.add_argument(
'--hours',
type=float,
default=0.1,
help='How long the train job should run for (in hours)') # 6min
parser.add_argument(
'--query_path',
type=str,
default=
'examples/data/image_classification/fashion_mnist_test_1.png,examples/data/image_classification/fashion_mnist_test_2.png',
help='Path(s) to query image(s), delimited by commas')
(args, _) = parser.parse_known_args()
out_train_dataset_path = 'data/fashion_mnist_train.zip'
out_val_dataset_path = 'data/fashion_mnist_val.zip'
# Initialize client
client = Client()
client.login(email=args.email, password=args.password)
web_admin_url = 'http://{}:{}'.format(args.host, args.web_admin_port)
print('During training, you can view the status of the train job at {}'.
format(web_admin_url))
print('Login with email "{}" and password "{}"'.format(
args.email, args.password))
# Run quickstart
quickstart(client, out_train_dataset_path, out_val_dataset_path, args.gpus,
args.hours, args.query_path.split(','))
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
#
import os
from singa_auto.client import Client
from singa_auto.config import SUPERADMIN_EMAIL
print("\npython3 ./scripts/stop_all_jobs.py ---->")
if __name__ == '__main__':
singa_auto_host = os.environ.get('SINGA_AUTO_HOST', 'localhost')
admin_port = int(os.environ.get('ADMIN_EXT_PORT', 3000))
user_email = SUPERADMIN_EMAIL
user_password = os.environ.get('SUPERADMIN_PASSWORD', 'singa_auto')
# Initialize client
client = Client(admin_host=singa_auto_host, admin_port=admin_port)
client.login(email=user_email, password=user_password)
print("\nclient.stop_all_jobs(): ", client.stop_all_jobs())
def seed_users(client, csv_file_path):
with open(csv_file_path, 'rt', encoding='utf-8-sig') as f:
reader = csv.DictReader(f)
reader.fieldnames = [name.lower() for name in reader.fieldnames]
for row in reader:
email = row['email']
password = row['password']
user_type = row['user_type']
try:
pprint(client.create_user(email, password, user_type))
except Exception as e:
print('Failed to create user `{}` due to:'.format(email))
print(e)
if __name__ == '__main__':
singa_auto_host = os.environ.get('SINGA_AUTO_HOST', 'localhost')
admin_port = int(os.environ.get('ADMIN_EXT_PORT', 3000))
web_admin_port = int(os.environ.get('WEB_ADMIN_EXT_PORT', 3001))
user_email = os.environ.get('USER_EMAIL', SUPERADMIN_EMAIL)
user_password = os.environ.get('USER_PASSWORD', SUPERADMIN_PASSWORD)
csv_file_path = os.environ.get('CSV_FILE_PATH',
'examples/scripts/users.csv')
# Initialize client
client = Client(admin_host=singa_auto_host, admin_port=admin_port)
client.login(email=user_email, password=user_password)
seed_users(client, csv_file_path)