def maybe_do_deployment_stuff():
if args.deploy:
try:
dl.packages.get('zazuml').delete()
except:
pass
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
maybe_login()
project = dl.projects.get(project_name=global_project_name)
package_obj = push_package(project)
try:
trial_service = deploy_model(package=package_obj, service_name='trial')
trainer_service = deploy_model(package=package_obj, service_name='trainer')
zazu_service = deploy_zazu(package=package_obj)
except:
trial_service.delete()
trainer_service.delete()
zazu_service.delete()
if args.update:
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)
maybe_login()
project = dl.projects.get(project_name=global_project_name)
update_service(project, 'trial')
update_service(project, 'trainer')
update_service(project, 'zazu')
def maybe_do_deployment_stuff():
if args.deploy:
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
global_project = dl.projects.get(project_name=global_project_name)
global_package_obj = push_package(global_project)
try:
# predict_service = deploy_predict(package=global_package_obj)
trial_service = deploy_model(package=global_package_obj)
zazu_service = deploy_zazu(package=global_package_obj)
except:
# predict_service.delete()
trial_service.delete()
zazu_service.delete()
elif args.zazu_timer:
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
global_project = dl.projects.get(project_name=global_project_name)
global_package_obj = push_package(global_project)
with open('configs.json', 'r') as fp:
configs = json.load(fp)
configs_input = dl.FunctionIO(type='Json',
name='configs',
value=configs)
time_input = dl.FunctionIO(type='Json', name='time', value=3600)
deploy_zazu_timer(package=global_package_obj,
configs=configs_input,
time=time_input,
test_dataset=test_dataset_input,
query=query_input)
if args.update:
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)
maybe_login()
global_project = dl.projects.get(project_name=global_project_name)
update_service(global_project, 'trial')
update_service(global_project, 'zazu')
def maybe_do_deployment_stuff():
if args.deploy:
logger.info('about to launch 2 deployments, zazu and trial')
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
global_project = dl.projects.get(project_name=global_project_name)
global_package_obj = push_package(global_project)
try:
# predict_service = deploy_predict(package=global_package_obj)
trial_service = deploy_model(package=global_package_obj)
zazu_service = deploy_zazu(package=global_package_obj)
logger.info('deployments launched successfully')
except:
# predict_service.delete()
trial_service.delete()
zazu_service.delete()
if args.zazu_timer:
logger.info('about to launch timer deployment')
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
global_project = dl.projects.get(project_name=global_project_name)
global_package_obj = push_package(global_project)
with open('configs.json', 'r') as fp:
configs = json.load(fp)
configs_input = dl.FunctionIO(type='Json', name='configs', value=json.dumps(configs))
time_input = dl.FunctionIO(type='Json', name='time', value=3600*0.25)
test_dataset_input = dl.FunctionIO(type='Json', name='test_dataset_id', value='5eb7e0bdd4eb9434c77d80b5')
query_input = dl.FunctionIO(type='Json', name='query', value=json.dumps({"resource": "items", "sort": {}, "page": 0, "pageSize": 1000, "filter": {"$and": [{"dir": "/items/val*"}, {"hidden": False}, {"type": "file"}]}}))
init_inputs = [configs_input, time_input, test_dataset_input, query_input]
deploy_zazu_timer(package=global_package_obj,
init_inputs=init_inputs)
logger.info('timer deployment launched successfully')
if args.update:
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)
maybe_login()
global_project = dl.projects.get(project_name=global_project_name)
update_service(global_project, 'trial')
update_service(global_project, 'zazu')
def do_deployment_stuff(model_id, checkpoint_id):
with open('global_configs.json', 'r') as fp:
global_project_name = json.load(fp)['project']
global_project = dl.projects.get(project_name=global_project_name)
package_obj = push_package(global_project)
logger.info('package pushed')
try:
deploy_predict_item(package=package_obj,
model_id=model_id,
checkpoint_id=checkpoint_id)
logger.info('service deployed')
except:
pass