import logging
import os
import struct
from common_func.constant import Constant
from common_func.db_name_constant import DBNameConstant
from common_func.file_manager import FileManager
from common_func.file_manager import FileOpen
from common_func.info_conf_reader import InfoConfReader
from common_func.ms_constant.number_constant import NumberConstant
from common_func.ms_multi_process import MsMultiProcess
from common_func.msprof_exception import ProfException
from common_func.msvp_common import is_valid_original_data
from common_func.path_manager import PathManager
from framework.offset_calculator import OffsetCalculator
from msmodel.hardware.hbm_model import HbmModel
from msparser.data_struct_size_constant import StructFmt
from profiling_bean.prof_enum.data_tag import DataTag
class ParsingHBMData(MsMultiProcess):
"""
parsing DDR data class
"""
def __init__(self: any, file_list: dict, sample_config: dict) -> None:
super().__init__(sample_config)
self.hbm_data = []
self.sample_config = sample_config
self._file_list = file_list.get(DataTag.HBM, [])
self.project_path = sample_config.get("result_dir", "")
self.calculate = OffsetCalculator(self._file_list, StructFmt.HBM_FMT_SIZE, self.project_path)
self._model = HbmModel(self.project_path, DBNameConstant.DB_HBM,
[DBNameConstant.TABLE_HBM_ORIGIN, DBNameConstant.TABLE_HBM_BW])
self._file_list.sort(key=lambda x: int(x.split("_")[-1]))
@staticmethod
def _update_hbm_data(start_time: int, item: list, headers: list) -> tuple:
item[0] = start_time + item[0] * NumberConstant.USTONS
item[2] = '{}'.format('read' if item[2] == 0 else 'write')
return tuple(headers + item)
def read_binary_data(self: any, file_name: str, device_id: str, replay_id: str) -> int:
"""
parsing hbm data and insert into hbm.db
"""
status = NumberConstant.ERROR
hbm_file = PathManager.get_data_file_path(self.project_path, file_name)
if not os.path.exists(hbm_file):
return status
_file_size = os.path.getsize(hbm_file)
try:
with FileOpen(hbm_file, "rb") as hbm_f:
hbm_data = self.calculate.pre_process(hbm_f.file_reader, _file_size)
struct_nums = _file_size // StructFmt.HBM_FMT_SIZE
struct_data = struct.unpack(StructFmt.BYTE_ORDER_CHAR + StructFmt.HBM_FMT * struct_nums,
hbm_data)
start_time = InfoConfReader().get_start_timestamp()
for i in range(struct_nums):
self.hbm_data.append(self._update_hbm_data(start_time, list(struct_data[i * 4:(i + 1) * 4]),
[device_id, replay_id]))
return NumberConstant.SUCCESS
except (OSError, SystemError, ValueError, TypeError, RuntimeError) as err:
logging.error("%s: %s", file_name, err, exc_info=Constant.TRACE_BACK_SWITCH)
return status
def start_parsing_data_file(self: any) -> None:
"""
parsing data file
"""
try:
for file_name in self._file_list:
if is_valid_original_data(file_name, self.project_path):
self._original_data_handler(file_name)
except (OSError, SystemError, ValueError, TypeError, RuntimeError) as err:
logging.error(str(err), exc_info=Constant.TRACE_BACK_SWITCH)
def save(self: any) -> None:
"""
save data to db
:return: None
"""
if self.hbm_data and self._model:
self._model.init()
self._model.create_table()
self._model.flush(self.hbm_data)
self._model.insert_bw_data(self.sample_config.get("hbm_profiling_events", "").split(","))
self._model.finalize()
def ms_run(self: any) -> None:
"""
main
:return: None
"""
try:
if self._file_list:
self.start_parsing_data_file()
self.save()
except (OSError, SystemError, ValueError, TypeError, RuntimeError, ProfException) as hbm_err:
logging.error(str(hbm_err), exc_info=Constant.TRACE_BACK_SWITCH)
def _original_data_handler(self: any, file_name: str) -> None:
device_id = self.sample_config.get("device_id", "0")
logging.info("start parsing HBM data file: %s", file_name)
status = self.read_binary_data(file_name, device_id, '0')
FileManager.add_complete_file(self.project_path, file_name)
if status:
logging.error('Insert HBM bandwidth data error.')
logging.info("Create HBM DB finished!")