from common_func.db_manager import DBManager
from common_func.db_name_constant import DBNameConstant
from msmodel.interface.parser_model import ParserModel
from msparser.npu_mem.npu_mem_dto import NpuMemDto
class NpuMemModel(ParserModel):
"""
npu mem model class
"""
def __init__(self: any, result_dir: str, db_name: str, table_list: list) -> None:
super().__init__(result_dir, db_name, table_list)
self.conn = None
self.cur = None
def flush(self: any, npu_mem_data: list) -> None:
"""
save npu mem data to db
:return:
"""
self.insert_data_to_db(DBNameConstant.TABLE_NPU_MEM, npu_mem_data)
def get_timeline_data(self: any) -> list:
npu_mem_sql = "select timestamp, event, ddr, hbm, memory from {0} " \
.format(DBNameConstant.TABLE_NPU_MEM)
return DBManager.fetch_all_data(self.cur, npu_mem_sql, dto_class=NpuMemDto)
def get_summary_data(self: any) -> list:
return self.get_timeline_data()