def component_metric_all(): request_data = request.json check_request_parameters(request_data) tracker = Tracker(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 = Tracker(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 = Tracker(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={})