def get_time_info():
"""
Get minddata operation info.
Returns:
Response, the minddata operation info.
Examples:
>>> GET http://xxxx/v1/mindinsight/profile/minddata_op
"""
profiler_dir_abs = get_profiler_abs_dir(request)
check_train_job_and_profiler_dir(profiler_dir_abs)
device_id = unquote_args(request, "device_id")
to_int(device_id, 'device_id')
op_type = unquote_args(request, "type")
time_info = {
'size': 0,
'info': [],
"summary": {
"time_summary": {}
},
"advise": {}
}
minddata_analyser = AnalyserFactory.instance().get_analyser(
'minddata', profiler_dir_abs, device_id)
if op_type == "get_next":
_, time_info = minddata_analyser.analyse_get_next_info(
info_type="time")
elif op_type == "device_queue":
_, time_info = minddata_analyser.analyse_device_queue_info(
info_type="time")
return jsonify(time_info)
def get_queue_info():
"""
Get each type queue info.
Returns:
Response, the queue info.
Examples:
>>> GET http://xxxx/v1/mindinsight/profile/queue_info
"""
profiler_dir_abs = get_profiler_abs_dir(request)
check_train_job_and_profiler_dir(profiler_dir_abs)
device_id = unquote_args(request, "device_id")
to_int(device_id, 'device_id')
queue_type = unquote_args(request, "type")
queue_info = {}
minddata_analyser = AnalyserFactory.instance().get_analyser(
'minddata', profiler_dir_abs, device_id)
if queue_type == "get_next":
queue_info, _ = minddata_analyser.analyse_get_next_info(
info_type="queue")
elif queue_type == "device_queue":
queue_info, _ = minddata_analyser.analyse_device_queue_info(
info_type="queue")
return jsonify(queue_info)
def get_process_summary():
"""
Get interval process summary.
Returns:
Response, the process summary.
Examples:
>>> GET http://xxxx/v1/mindinsight/profile/process_summary
"""
profiler_dir_abs = get_profiler_abs_dir(request)
check_train_job_and_profiler_dir(profiler_dir_abs)
device_id = unquote_args(request, "device_id")
to_int(device_id, 'device_id')
minddata_analyser = AnalyserFactory.instance().get_analyser(
'minddata', profiler_dir_abs, device_id)
get_next_queue_info, _ = minddata_analyser.analyse_get_next_info(
info_type="queue")
device_queue_info, _ = minddata_analyser.analyse_device_queue_info(
info_type="queue")
result = MinddataAnalyser.analyse_queue_summary(get_next_queue_info,
device_queue_info)
return jsonify(result)