def create_job(cls, job_id, role, party_id, job_info):
# parse job configuration
dsl = job_info['dsl']
runtime_conf = job_info['runtime_conf']
train_runtime_conf = job_info['train_runtime_conf']
if USE_AUTHENTICATION:
authentication_check(src_role=job_info.get('src_role', None),
src_party_id=job_info.get(
'src_party_id', None),
dsl=dsl,
runtime_conf=runtime_conf,
role=role,
party_id=party_id)
dsl_parser = schedule_utils.get_job_dsl_parser(
dsl=dsl,
runtime_conf=runtime_conf,
train_runtime_conf=train_runtime_conf)
job_parameters = dsl_parser.get_job_parameters().get(role, {}).get(
party_id, {})
schedule_logger(job_id).info(
'job parameters:{}'.format(job_parameters))
dest_user = dsl_parser.get_job_parameters().get(role, {}).get(
party_id, {}).get("user", '')
user = {}
src_party_id = int(job_info.get('src_party_id')) if job_info.get(
'src_party_id') else 0
src_user = dsl_parser.get_job_parameters().get(
job_info.get('src_role'), {}).get(src_party_id,
{}).get("user", '')
for _role, party_id_item in dsl_parser.get_job_parameters().items():
user[_role] = {}
for _party_id, _parameters in party_id_item.items():
user[_role][_party_id] = _parameters.get("user", "")
schedule_logger(job_id).info('job user:{}'.format(user))
if USE_DATA_AUTHENTICATION:
job_args = dsl_parser.get_args_input()
schedule_logger(job_id).info('job args:{}'.format(job_args))
dataset_dict = cls.get_dataset(False, role, party_id,
runtime_conf.get("role"), job_args)
dataset_list = []
if dataset_dict.get(role, {}).get(party_id):
for k, v in dataset_dict[role][party_id].items():
dataset_list.append({
"namespace": v.split('.')[0],
"table_name": v.split('.')[1]
})
data_authentication_check(
src_role=job_info.get('src_role'),
src_party_id=job_info.get('src_party_id'),
src_user=src_user,
dest_user=dest_user,
dataset_list=dataset_list)
job_parameters = RunParameters(**job_parameters)
# save new job into db
if role == job_info["initiator_role"] and party_id == job_info[
"initiator_party_id"]:
is_initiator = True
else:
is_initiator = False
job_info["status"] = JobStatus.WAITING
job_info["user_id"] = dest_user
job_info["src_user"] = src_user
job_info["user"] = user
# this party configuration
job_info["role"] = role
job_info["party_id"] = party_id
job_info["is_initiator"] = is_initiator
job_info["progress"] = 0
cls.adapt_job_parameters(role=role, job_parameters=job_parameters)
engines_info = cls.get_job_engines_address(
job_parameters=job_parameters)
cls.check_parameters(job_parameters=job_parameters,
role=role,
party_id=party_id,
engines_info=engines_info)
job_info["runtime_conf_on_party"][
"job_parameters"] = job_parameters.to_dict()
job_utils.save_job_conf(
job_id=job_id,
role=role,
job_dsl=dsl,
job_runtime_conf=runtime_conf,
job_runtime_conf_on_party=job_info["runtime_conf_on_party"],
train_runtime_conf=train_runtime_conf,
pipeline_dsl=None)
cls.initialize_tasks(job_id=job_id,
role=role,
party_id=party_id,
run_on_this_party=True,
initiator_role=job_info["initiator_role"],
initiator_party_id=job_info["initiator_party_id"],
job_parameters=job_parameters,
dsl_parser=dsl_parser)
job_parameters = job_info['runtime_conf_on_party']['job_parameters']
roles = job_info['roles']
cls.initialize_job_tracker(job_id=job_id,
role=role,
party_id=party_id,
job_parameters=job_parameters,
roles=roles,
is_initiator=is_initiator,
dsl_parser=dsl_parser)
JobSaver.create_job(job_info=job_info)
def create_job(cls, job_id, role, party_id, job_info):
# parse job configuration
dsl = job_info['dsl']
runtime_conf = job_info['runtime_conf']
train_runtime_conf = job_info['train_runtime_conf']
if USE_AUTHENTICATION:
authentication_check(src_role=job_info.get('src_role', None),
src_party_id=job_info.get(
'src_party_id', None),
dsl=dsl,
runtime_conf=runtime_conf,
role=role,
party_id=party_id)
dsl_parser = schedule_utils.get_job_dsl_parser(
dsl=dsl,
runtime_conf=runtime_conf,
train_runtime_conf=train_runtime_conf)
job_parameters = dsl_parser.get_job_parameters(runtime_conf)
schedule_logger(job_id).info(
'job parameters:{}'.format(job_parameters))
dest_user = job_parameters.get(role, {}).get(party_id,
{}).get('user', '')
user = {}
src_party_id = int(
job_info['src_party_id']) if job_info.get('src_party_id') else 0
src_role = job_info.get('src_role', '')
src_user = job_parameters.get(src_role, {}).get(src_party_id, {}).get(
'user', '') if src_role else ''
for _role, party_id_item in job_parameters.items():
user[_role] = {}
for _party_id, _parameters in party_id_item.items():
user[_role][_party_id] = _parameters.get("user", "")
schedule_logger(job_id).info('job user:{}'.format(user))
if USE_DATA_AUTHENTICATION:
job_args = dsl_parser.get_args_input()
schedule_logger(job_id).info('job args:{}'.format(job_args))
dataset_dict = cls.get_dataset(False, role, party_id,
runtime_conf.get("role"), job_args)
dataset_list = []
if dataset_dict.get(role, {}).get(party_id):
for k, v in dataset_dict[role][party_id].items():
dataset_list.append({
"namespace": v.split('.')[0],
"table_name": v.split('.')[1]
})
data_authentication_check(
src_role=job_info.get('src_role'),
src_party_id=job_info.get('src_party_id'),
src_user=src_user,
dest_user=dest_user,
dataset_list=dataset_list)
job_parameters = RunParameters(
**job_parameters.get(role, {}).get(party_id, {}))
# save new job into db
if role == job_info["initiator_role"] and party_id == job_info[
"initiator_party_id"]:
is_initiator = True
else:
is_initiator = False
job_info["status"] = JobStatus.READY
job_info["user_id"] = dest_user
job_info["src_user"] = src_user
job_info["user"] = user
# this party configuration
job_info["role"] = role
job_info["party_id"] = party_id
job_info["is_initiator"] = is_initiator
job_info["progress"] = 0
cls.create_job_parameters_on_party(role=role,
party_id=party_id,
job_parameters=job_parameters)
# update job parameters on party
job_info["runtime_conf_on_party"][
"job_parameters"] = job_parameters.to_dict()
JobSaver.create_job(job_info=job_info)
schedule_logger(job_id).info("start initialize tasks")
initialized_result, provider_group = cls.initialize_tasks(
job_id=job_id,
role=role,
party_id=party_id,
run_on_this_party=True,
initiator_role=job_info["initiator_role"],
initiator_party_id=job_info["initiator_party_id"],
job_parameters=job_parameters,
dsl_parser=dsl_parser)
schedule_logger(job_id).info("initialize tasks success")
for provider_key, group_info in provider_group.items():
for cpn in group_info["components"]:
dsl["components"][cpn]["provider"] = provider_key
roles = job_info['roles']
cls.initialize_job_tracker(job_id=job_id,
role=role,
party_id=party_id,
job_parameters=job_parameters,
roles=roles,
is_initiator=is_initiator,
dsl_parser=dsl_parser)
job_utils.save_job_conf(
job_id=job_id,
role=role,
party_id=party_id,
dsl=dsl,
runtime_conf=runtime_conf,
runtime_conf_on_party=job_info["runtime_conf_on_party"],
train_runtime_conf=train_runtime_conf,
pipeline_dsl=None)
return {"components": initialized_result}
def create_job(cls, job_id, role, party_id, job_info):
# parse job configuration
dsl = job_info['dsl']
runtime_conf = job_info['runtime_conf']
train_runtime_conf = job_info['train_runtime_conf']
if USE_AUTHENTICATION:
authentication_check(src_role=job_info.get('src_role', None),
src_party_id=job_info.get(
'src_party_id', None),
dsl=dsl,
runtime_conf=runtime_conf,
role=role,
party_id=party_id)
dsl_parser = schedule_utils.get_job_dsl_parser(
dsl=dsl,
runtime_conf=runtime_conf,
train_runtime_conf=train_runtime_conf)
job_parameters = dsl_parser.get_job_parameters().get(role, {}).get(
party_id, {})
schedule_logger(job_id).info(
'job parameters:{}'.format(job_parameters))
job_parameters = RunParameters(**job_parameters)
# save new job into db
if role == job_info["initiator_role"] and party_id == job_info[
"initiator_party_id"]:
is_initiator = True
else:
is_initiator = False
job_info["status"] = JobStatus.WAITING
# this party configuration
job_info["role"] = role
job_info["party_id"] = party_id
job_info["is_initiator"] = is_initiator
job_info["progress"] = 0
cls.adapt_job_parameters(role=role, job_parameters=job_parameters)
engines_info = cls.get_job_engines_address(
job_parameters=job_parameters)
cls.check_parameters(job_parameters=job_parameters,
role=role,
party_id=party_id,
engines_info=engines_info)
job_info["runtime_conf_on_party"][
"job_parameters"] = job_parameters.to_dict()
job_utils.save_job_conf(
job_id=job_id,
role=role,
job_dsl=dsl,
job_runtime_conf=runtime_conf,
job_runtime_conf_on_party=job_info["runtime_conf_on_party"],
train_runtime_conf=train_runtime_conf,
pipeline_dsl=None)
cls.initialize_tasks(job_id=job_id,
role=role,
party_id=party_id,
run_on_this_party=True,
initiator_role=job_info["initiator_role"],
initiator_party_id=job_info["initiator_party_id"],
job_parameters=job_parameters,
dsl_parser=dsl_parser)
job_parameters = job_info['runtime_conf_on_party']['job_parameters']
roles = job_info['roles']
cls.initialize_job_tracker(job_id=job_id,
role=role,
party_id=party_id,
job_parameters=job_parameters,
roles=roles,
is_initiator=is_initiator,
dsl_parser=dsl_parser)
JobSaver.create_job(job_info=job_info)
