def get(self, request, modelname):
"""
Retrieves model information or metadata
"""
flame_status = manage.action_info(modelname, 0, output='bin')
if flame_status[0]:
return Response(flame_status[1], status=status.HTTP_200_OK)
else:
return JsonResponse(flame_status[1],
status=status.HTTP_404_NOT_FOUND)
def get(self, request, modelname, version):
"""
Retrieve info of model version
"""
flame_status = manage.action_info(modelname, version, output='bin')
if flame_status[0]:
return Response(flame_status[1], status=status.HTTP_200_OK)
else:
return JsonResponse(flame_status[1],
status=status.HTTP_404_NOT_FOUND)
def get(self, request, modelname, version):
"""
Retrieve info of model version
"""
flame_status = manage.action_info(modelname, version, output='JSON')
if flame_status[0]:
return Response(json.loads(flame_status[1]),
status=status.HTTP_200_OK)
else:
return JsonResponse({'error': flame_status[1]},
status=status.HTTP_404_NOT_FOUND)
def get(self, request, modelname):
"""
Retrieves model information or metadata
TODO: dont use hardcoded 0 version
TODO: haandle info errors
"""
# TODO: FIX model info and metadata for whole endpoint in flame
flame_status = manage.action_info(modelname, 0, output='bin')
if flame_status[0]:
return Response(flame_status[1], status=status.HTTP_200_OK)
else:
return JsonResponse(flame_status[1],
status=status.HTTP_404_NOT_FOUND)
def manage_cmd(args):
'''
Calls diverse model maintenance commands
'''
import flame.manage as manage
version = utils.intver(args.version)
if args.action == 'new':
# check if config model repo path is correct
utils.check_repository_path()
success, results = manage.action_new(args.endpoint)
elif args.action == 'kill':
success, results = manage.action_kill(args.endpoint)
elif args.action == 'remove':
success, results = manage.action_remove(args.endpoint, version)
elif args.action == 'publish':
success, results = manage.action_publish(args.endpoint)
elif args.action == 'list':
success, results = manage.action_list(args.endpoint)
elif args.action == 'import':
success, results = manage.action_import(args.infile)
elif args.action == 'export':
success, results = manage.action_export(args.endpoint)
elif args.action == 'refactoring':
success, results = manage.action_refactoring(args.file)
elif args.action == 'info':
success, results = manage.action_info(args.endpoint, version)
elif args.action == 'results':
success, results = manage.action_results(args.endpoint, version)
elif args.action == 'parameters':
success, results = manage.action_parameters(args.endpoint, version)
elif args.action == 'dir':
success, results = manage.action_dir()
elif args.action == 'report':
success, results = manage.action_report()
else:
success = False
results = "Specified manage action is not defined"
return success, results
def get(self, request, modelname, version):
"""
Retrieve info of model version
"""
# threadNames = [i.name for i in threading.enumerate()]
# if 'building_'+modelname in threadNames:
# return JsonResponse({'waiting': time.ctime(time.time())}, status=status.HTTP_200_OK)
success, result = manage.action_info(modelname, version, output='bin')
if success:
return Response(result, status=status.HTTP_200_OK)
else:
if 'code' in result and result['code'] == 0:
return JsonResponse({'waiting': time.ctime(time.time())},
status=status.HTTP_200_OK)
if 'code' in result and result['code'] == 1:
return JsonResponse({'aborted': result['message']},
status=status.HTTP_200_OK)
return JsonResponse(result, status=status.HTTP_404_NOT_FOUND)
def manage_cmd(args):
'''
Instantiates a Build object to build a model using the given input
file (training series) and model (name of endpoint, eg. 'CACO2')
'''
version = utils.intver(args.version)
if args.action == 'new':
# check if config model repo path is correct
utils.check_repository_path()
success, results = manage.action_new(args.endpoint)
elif args.action == 'kill':
success, results = manage.action_kill(args.endpoint)
elif args.action == 'remove':
success, results = manage.action_remove(args.endpoint, version)
elif args.action == 'publish':
success, results = manage.action_publish(args.endpoint)
elif args.action == 'list':
success, results = manage.action_list(args.endpoint)
elif args.action == 'import':
success, results = manage.action_import(args.infile)
elif args.action == 'export':
success, results = manage.action_export(args.endpoint)
elif args.action == 'refactoring':
success, results = manage.action_refactoring(args.file)
elif args.action == 'dir':
success, results = manage.action_dir()
elif args.action == 'info':
success, results = manage.action_info(args.endpoint, version)
elif args.action == 'results':
success, results = manage.action_results(args.endpoint, version)
else:
raise ValueError("Specified action does not exist.")
print('flame : ', results)
def manage_cmd(args):
'''
Calls diverse model or space maintenance commands
'''
version = utils.intver(args.version)
if args.space is not None or 'searches' in args.action :
import flame.smanage as smanage
if args.action == 'new':
success, results = smanage.action_new(args.space)
elif args.action == 'kill':
success, results = smanage.action_kill(args.space)
elif args.action == 'remove':
success, results = smanage.action_remove(args.space, version)
elif args.action == 'publish':
success, results = smanage.action_publish(args.space)
elif args.action == 'list':
success, results = smanage.action_list(args.space)
elif args.action == 'parameters':
success, results = smanage.action_parameters(args.space, version)
elif args.action == 'info':
success, results = smanage.action_info(args.space, version)
elif args.action == 'dir':
success, results = smanage.action_dir()
elif args.action == 'searches_result':
success, results = smanage.action_searches_result(args.label)
else:
success = False
results = "Specified manage action is not defined"
else:
import flame.manage as manage
if args.action == 'new':
success, results = manage.action_new(args.endpoint)
elif args.action == 'kill':
success, results = manage.action_kill(args.endpoint)
elif args.action == 'remove':
success, results = manage.action_remove(args.endpoint, version)
elif args.action == 'publish':
success, results = manage.action_publish(args.endpoint)
elif args.action == 'list':
success, results = manage.action_list(args.endpoint)
elif args.action == 'export':
success, results = manage.action_export(args.endpoint)
elif args.action == 'info':
success, results = manage.action_info(args.endpoint, version)
elif args.action == 'refresh':
if args.version == None:
version = None
success, results = manage.action_refresh(args.endpoint, version)
elif args.action == 'series':
success, results = manage.action_series(args.endpoint, version)
elif args.action == 'results':
success, results = manage.action_results(args.endpoint, version)
elif args.action == 'parameters':
success, results = manage.action_parameters(args.endpoint, version)
elif args.action == 'documentation':
success, results = manage.action_documentation(args.endpoint,
version, args.documentation_file)
elif args.action == 'model_template':
success, results = manage.action_model_template(args.endpoint,
version, args.documentation_file)
elif args.action == 'prediction_template':
success, results = manage.action_prediction_template(args.endpoint, version)
elif args.action == 'import':
success, results = manage.action_import(args.infile)
elif args.action == 'dir':
success, results = manage.action_dir()
elif args.action == 'report':
success, results = manage.action_report()
elif args.action == 'list':
success, results = manage.action_list(args.endpoint)
elif args.action == 'predictions':
success, results = manage.action_predictions_list()
elif args.action == 'predictions_result':
success, results = manage.action_predictions_result(args.label)
elif args.action == 'predictions_remove':
success, results = manage.action_predictions_remove(args.label)
elif args.action == 'label':
success, results = manage.action_label(args.endpoint, version, args.label)
else:
success = False
results = "Specified manage action is not defined"
return success, results
def POST(self, model, version, output):
result = manage.action_info(model, numeric_version(version), output)
return result[1]
