def component_metric_all():
request_data = request.json
check_request_parameters(request_data)
tracker = Tracking(job_id=request_data['job_id'],
component_name=request_data['component_name'],
role=request_data['role'],
party_id=request_data['party_id'])
metrics = tracker.get_metric_list()
all_metric_data = {}
if metrics:
for metric_namespace, metric_names in metrics.items():
all_metric_data[metric_namespace] = all_metric_data.get(
metric_namespace, {})
for metric_name in metric_names:
all_metric_data[metric_namespace][
metric_name] = all_metric_data[metric_namespace].get(
metric_name, {})
metric_data, metric_meta = get_metric_all_data(
tracker=tracker,
metric_namespace=metric_namespace,
metric_name=metric_name)
all_metric_data[metric_namespace][metric_name][
'data'] = metric_data
all_metric_data[metric_namespace][metric_name][
'meta'] = metric_meta
return get_json_result(retcode=0,
retmsg='success',
data=all_metric_data)
else:
return get_json_result(retcode=0, retmsg='no data', data={})
def job_view():
request_data = request.json
check_request_parameters(request_data)
job_tracker = Tracking(job_id=request_data['job_id'],
role=request_data['role'],
party_id=request_data['party_id'])
job_view_data = job_tracker.get_job_view()
if job_view_data:
job_metric_list = job_tracker.get_metric_list(job_level=True)
job_view_data['model_summary'] = {}
for metric_namespace, namespace_metrics in job_metric_list.items():
job_view_data['model_summary'][metric_namespace] = job_view_data[
'model_summary'].get(metric_namespace, {})
for metric_name in namespace_metrics:
job_view_data['model_summary'][metric_namespace][
metric_name] = job_view_data['model_summary'][
metric_namespace].get(metric_name, {})
for metric_data in job_tracker.get_job_metric_data(
metric_namespace=metric_namespace,
metric_name=metric_name):
job_view_data['model_summary'][metric_namespace][
metric_name][metric_data.key] = metric_data.value
return get_json_result(retcode=0, retmsg='success', data=job_view_data)
else:
return get_json_result(retcode=101, retmsg='error')
def component_metrics():
request_data = request.json
check_request_parameters(request_data)
tracker = Tracking(job_id=request_data['job_id'], component_name=request_data['component_name'],
role=request_data['role'], party_id=request_data['party_id'])
metrics = tracker.get_metric_list()
if metrics:
return get_json_result(retcode=0, retmsg='success', data=metrics)
else:
return get_json_result(retcode=0, retmsg='no data', data={})
