codefuse-chatbot/dev_opsgpt/utils/common_utils.py

68 lines
1.9 KiB
Python

import textwrap, time, copy, random, hashlib, json, os
from datetime import datetime, timedelta
from functools import wraps
from loguru import logger
DATE_FORMAT = "%Y-%m-%d %H:%M:%S"
def timestampToDateformat(ts, interval=1000, dateformat=DATE_FORMAT):
'''将标准时间戳转换标准指定时间格式'''
return datetime.fromtimestamp(ts//interval).strftime(dateformat)
def datefromatToTimestamp(dt, interval=1000, dateformat=DATE_FORMAT):
'''将标准时间格式转换未标准时间戳'''
return datetime.strptime(dt, dateformat).timestamp()*interval
def func_timer():
'''
用装饰器实现函数计时
:param function: 需要计时的函数
:return: None
'''
@wraps(function)
def function_timer(*args, **kwargs):
t0 = time.time()
result = function(*args, **kwargs)
t1 = time.time()
logger.info('[Function: {name} finished, spent time: {time:.3f}s]'.format(
name=function.__name__,
time=t1 - t0
))
return result
return function_timer
def read_jsonl_file(filename):
data = []
with open(filename, "r", encoding="utf-8") as f:
for line in f:
data.append(json.loads(line))
return data
def save_to_jsonl_file(data, filename):
dir_name = os.path.dirname(filename)
if not os.path.exists(dir_name): os.makedirs(dir_name)
with open(filename, "w", encoding="utf-8") as f:
for item in data:
f.write(json.dumps(item, ensure_ascii=False) + "\n")
def read_json_file(filename):
with open(filename, "r", encoding="utf-8") as f:
return json.load(f)
def save_to_json_file(data, filename):
dir_name = os.path.dirname(filename)
if not os.path.exists(dir_name): os.makedirs(dir_name)
with open(filename, "w", encoding="utf-8") as f:
json.dump(data, f, indent=2, ensure_ascii=False)