def test_same_code_as_readme(self):
import datetime
# Check if 2018-04-30 is holiday in China
from chinese_calendar import is_workday, is_holiday
april_last = datetime.date(2018, 4, 30)
self.assertFalse(is_workday(april_last))
self.assertTrue(is_holiday(april_last))
# or check and get the holiday name
import chinese_calendar as calendar # with different import style
on_holiday, holiday_name = calendar.get_holiday_detail(april_last)
self.assertTrue(on_holiday)
self.assertEqual(calendar.Holiday.labour_day.value, holiday_name)
# even check if a holiday is in lieu
import chinese_calendar
self.assertFalse(chinese_calendar.is_in_lieu(datetime.date(2006, 2,
1)))
self.assertTrue(chinese_calendar.is_in_lieu(datetime.date(2006, 2, 2)))
def test_same_code_as_readme_english(self):
import datetime
# Check if 2018-04-30 is holiday in China
from chinese_calendar import is_holiday, is_workday
april_last = datetime.date(2018, 4, 30)
assert is_workday(april_last) is False
assert is_holiday(april_last) is True
# or check and get the holiday name
import chinese_calendar as calendar # 也可以这样 import
on_holiday, holiday_name = calendar.get_holiday_detail(april_last)
assert on_holiday is True
assert holiday_name == calendar.Holiday.labour_day.value
# even check if a holiday is in lieu
import chinese_calendar
assert chinese_calendar.is_in_lieu(datetime.date(2006, 2, 1)) is False
assert chinese_calendar.is_in_lieu(datetime.date(2006, 2, 2)) is True
def test_same_code_as_readme_chinese(self):
import datetime
# 判断 2018年4月30号 是不是节假日
from chinese_calendar import is_holiday, is_workday
april_last = datetime.date(2018, 4, 30)
assert is_workday(april_last) is False
assert is_holiday(april_last) is True
# 或者在判断的同时，获取节日名
import chinese_calendar as calendar # 也可以这样 import
on_holiday, holiday_name = calendar.get_holiday_detail(april_last)
assert on_holiday is True
assert holiday_name == calendar.Holiday.labour_day.value
# 还能判断法定节假日是不是调休
import chinese_calendar
assert chinese_calendar.is_in_lieu(datetime.date(2006, 2, 1)) is False
assert chinese_calendar.is_in_lieu(datetime.date(2006, 2, 2)) is True
def check_trading_period():
""""""
now = datetime.now()
current_time = now.time()
trading = False
if (now.weekday() < 5 and not cnc.is_in_lieu(now) and
(time(8, 59) <= current_time <= time(10, 15)
or time(10, 29) <= current_time <= time(11, 30)
or time(13, 29) <= current_time <= time(15, 0)
or time(20, 59) <= current_time <= time(23, 0))
):
trading = True
return trading
def build_date_fea_defult(df, date_col):
""" 构建日期相关特征.
为一个DataFrame的日期列构造日期相关特征,
构建的特征有:
['year', 'month', 'day','dayofyear',
'dayofweek', 'daysinmonth', 'is_leap_year',
'is_in_lieu', 'is_holiday', 'is_workday'].
Args:
df: 输入的DataFrame.
date_col: 日期列名,为一个字符串,需存在于df中,对应列可以是字符串格式或者日期格式.
Returns:
df: 构建完成的新的DataFrame.
"""
year, month, day, dayofyear, \
dayofweek, daysinmonth, is_leap_year, \
is_in_lieu, is_holiday, is_workday = create_empty_list(10)
for t in df[date_col]:
t = pd.to_datetime(t)
year.append(t.year)
month.append(t.month)
day.append(t.day)
dayofyear.append(t.dayofyear)
dayofweek.append(t.dayofweek)
daysinmonth.append(t.daysinmonth)
is_leap_year.append(int(t.is_leap_year))
is_in_lieu.append(int(cc.is_in_lieu(t)))
is_holiday.append(int(cc.is_holiday(t)))
is_workday.append(int(cc.is_workday(t)))
df['year'] = year
df['month'] = month
df['day'] = day
df['dayofyear'] = dayofyear
df['dayofweek'] = dayofweek
df['daysinmonth'] = daysinmonth
df['is_leap_year'] = is_leap_year
df['is_in_lieu'] = is_in_lieu
df['is_holiday'] = is_holiday
df['is_workday'] = is_workday
return df
# encoding: utf-8 """ @author : zhirui zhou @contact: [email protected] @time : 2019/11/29 10:37 """ from dtsp.dataset import example_data, Seq2SeqDataSet, walk_forward_split from dtsp.models import Seq2Seq from torch.utils.data import Subset, DataLoader from pathlib import Path import shutil import chinese_calendar as calendar import datetime as dt calendar.is_in_lieu(dt.datetime(2019, 9, 27)) def test_seq2seq(): hp = { 'path': Path('.').resolve() / 'logs', 'target_size': 20, 'rnn_type': 'LSTM', 'dropout': 0.1, 'hidden_size': 128, 'teacher_forcing_rate': 0.5, 'n_head': 2, 'use_attn': True, 'trans_hidden_size': 4, 'trans_continuous_var': None, 'trans_category_var': [(13, 2)], 'trans_bidirectional': True, 'trans_rnn_type': 'LSTM',
# [A04付费旅客]
import pandas as pd
from datetime import datetime
from chinese_calendar import is_workday, is_holiday, is_in_lieu #是否工作日，休息日，法定节假日
datafile = "D:/2021软件服务外包比赛/result/" + 'train_20210120_date_split.csv' # 航空原始数据,第一行为属性标签
resultfile = "D:/2021软件服务外包比赛/result/" + 'train_20210120_date_split.csv' # 数据探索结果表
print(is_workday(datetime.now()))
print(is_holiday(datetime.now()))
print(is_in_lieu(datetime.now()))
data_train = pd.read_csv(datafile)
print(data_train['seg_dep_time'][0])
print(datetime.strptime(data_train['seg_dep_time'][0], '%Y/%m/%d %H:%M'))
# data_train['seg_dep_time_month'] = [data_train['seg_dep_time'][i].month for i in
# range(len(data_train))]
# data_train['seg_dep_time_year'] = [data_train['seg_dep_time'][i].year for i in
# range(len(data_train))]
data_train['seg_dep_time_is_workday'] = [
is_workday(
datetime.strptime(data_train['seg_dep_time'][i], '%Y/%m/%d %H:%M'))
for i in range(len(data_train))
]
data_train['seg_dep_time_is_holiday'] = [
is_holiday(
datetime.strptime(data_train['seg_dep_time'][i], '%Y/%m/%d %H:%M'))
for i in range(len(data_train))
]
data_train['seg_dep_time_is_in_lieu'] = [
is_in_lieu(
datetime.strptime(data_train['seg_dep_time'][i], '%Y/%m/%d %H:%M'))
import datetime # 判断 2018年4月30号 是不是节假日 from chinese_calendar import is_workday, is_holiday april_last = datetime.date(2018, 4, 30) print(april_last) # 或者在判断的同时，获取节日名 import chinese_calendar as calendar # 也可以这样 import on_holiday, holiday_name = calendar.get_holiday_detail(april_last) print(on_holiday) print(holiday_name) # 还能判断法定节假日是不是调休 import chinese_calendar print(chinese_calendar.is_in_lieu(datetime.date(2006, 1, 1))) print(chinese_calendar.is_in_lieu(datetime.date(2006, 1, 2))) # python -m test.test_workdays
import datetime
from chinese_calendar import is_workday, is_holiday, is_in_lieu
today = datetime.date.today()
one_day_duration = datetime.timedelta(days=1)
tomorrow = today + one_day_duration
try:
if tomorrow.weekday() in (5, 6) and is_workday(tomorrow):
print(
f'Tomorrow {tomorrow} is workday and weekend, do you hava set the alarm clock?'
)
elif is_workday(today):
print(f'Just work.')
elif is_in_lieu(today):
print(f'Today {today} is holiday but also lieu.')
elif is_holiday(today):
print(f'Today {today} is holiday, hava a gooo day!')
except NotImplementedError:
print('Please check chinese_calendar had updated and the date is invalid.')
def overtime(worktimes):
data = {}
for name in worktimes:
for worktime in worktimes[name]:
start = dateutil.parser.parse(
worktime['start']) if worktime['start'] else None
end = dateutil.parser.parse(
worktime['end']) if worktime['end'] else None
today = dateutil.parser.parse(worktime['day'])
yesterday = today - datetime.timedelta(1)
tommorrow = today + datetime.timedelta(1)
# print(start, end ,today,yesterday,tommorrow,work_start_time(today),work_end_time(today))
workday = chinese_calendar.is_workday(start)
lieu = chinese_calendar.is_in_lieu(start)
holiday, holiday_name = chinese_calendar.get_holiday_detail(start)
holiday_name = WEEKDAY[
start.weekday()] if not holiday_name else holiday_name
# if not workday:
# holiday, holiday_name = chinese_calendar.get_holiday_detail(o.start)
# if holiday_name:
# o.holiday_name = holiday_name
if name not in data:
data[name] = {'overtime': []}
w = data[name]['overtime']
overtime = None
if workday:
# 如果首次提交时间小于上班时间，则认为是昨天的通宵加班
if start is not None and start < work_start_time(today):
overtime = OverTime(yesterday, name)
overtime.start = work_end_time(today)
overtime.end = start
# 如果最后一次提交大于下班时间，且没有到0点
if end is not None and end > work_end_time(
today) and end < tommorrow:
overtime = OverTime(today, name)
overtime.start = work_end_time(today)
overtime.end = end
else:
if start is not None and start > work_start_time(today):
overtime = OverTime(today, name)
overtime.start = work_start_time(today)
if end is None:
overtime.end = work_end_time(today)
else:
overtime.end = end if end > work_end_time(
today) else work_end_time(today)
if overtime is None:
continue
overtime.duration = math.ceil(
(overtime.end - overtime.start).seconds / 3600.0)
overtime.workday = workday
overtime.holiday = holiday
overtime.holiday_name = holiday_name
overtime.lieu = lieu
w.append(overtime)
return data