date_utils.py
· 7.8 KiB · Python
Ham
import calendar # 匯入 calendar 模組
import math
from datetime import date, datetime, time
import pytz
from dateutil.relativedelta import relativedelta
def date_type(value):
return (datetime if isinstance(value, datetime) else date) # 根據值的類型返回 datetime 或 date # fmt: skip
def get_month(date):
date_from = date_type(date)(date.year, date.month, 1) # 建立日期起始值為當月第一天
date_to = date_type(date)(date.year, date.month, calendar.monthrange(date.year, date.month)[1]) # 建立日期結束值為當月最後一天 # fmt: skip
return date_from, date_to # 返回起始日期和結束日期
def get_quarter_number(date):
return math.ceil(date.month / 3) # 回傳日期對應的季度數字,向上取整
def get_quarter(date):
quarter_number = get_quarter_number(date) # 獲取日期對應的季度數字
month_from = ((quarter_number - 1) * 3) + 1 # 計算季度的起始月份
date_from = date_type(date)(date.year, month_from, 1) # 建立季度的起始日期
date_to = date_from + relativedelta(months=2) # 結束日期為起始日期加兩個月
date_to = date_to.replace(
day=calendar.monthrange(date_to.year, date_to.month)[1]
) # 調整結束日期為該月的最後一天
return date_from, date_to # 返回季度的起始日期和結束日期
def get_timedelta(qty, granularity):
switch = {
"hour": relativedelta(hours=qty),
"day": relativedelta(days=qty),
"week": relativedelta(weeks=qty),
"month": relativedelta(months=qty),
"year": relativedelta(years=qty),
}
return switch[granularity]
def start_of(value, granularity):
is_datetime = isinstance(value, datetime)
if granularity == "year":
result = value.replace(month=1, day=1)
elif granularity == "quarter":
# Q1 = Jan 1st
# Q2 = Apr 1st
# Q3 = Jul 1st
# Q4 = Oct 1st
result = get_quarter(value)[0]
elif granularity == "month":
result = value.replace(day=1)
elif granularity == "week":
# by default MONDAY is the first day of the week and SUNDAY is the last.
result = value - relativedelta(
days=calendar.weekday(value.year, value.month, value.day)
)
elif granularity == "day":
result = value
elif granularity == "hour" and is_datetime:
return datetime.combine(value, time.min).replace(hour=value.hour)
elif is_datetime:
raise ValueError("Granularity must be year, quarter, month, week, day or hour for value %s" % value) # fmt: skip
# raise ValueError("請設定精確度為年、季、月、週、日或小時,目前設定值為 %s" % value)
else:
raise ValueError("Granularity must be year, quarter, month, week or day for value %s" % value) # fmt: skip
# raise ValueError("精確度應為年、季、月、週或日,但收到的值為 %s" % value)
return datetime.combine(result, time.min) if is_datetime else result
def end_of(value, granularity):
is_datetime = isinstance(value, datetime)
if granularity == "year":
result = value.replace(month=12, day=31)
elif granularity == "quarter":
# Q1 = Mar 31st
# Q2 = Jun 30th
# Q3 = Sep 30th
# Q4 = Dec 31st
result = get_quarter(value)[1]
elif granularity == "month":
result = value + relativedelta(day=1, months=1, days=-1)
elif granularity == "week":
result = value + relativedelta(days=6 - calendar.weekday(value.year, value.month, value.day)) # fmt: skip
elif granularity == "day":
result = value
elif granularity == "hour" and is_datetime:
return datetime.combine(value, time.max).replace(hour=value.hour)
elif is_datetime:
raise ValueError("Granularity must be year, quarter, month, week, day or hour for value %s" % value) # fmt: skip
# raise ValueError("請設定精確度為年、季、月、週、日或小時,目前設定值為 %s" % value)
else:
raise ValueError("Granularity must be year, quarter, month, week or day for value %s" % value) # fmt: skip
# raise ValueError("精確度應為年、季、月、週或日,但收到的值為 %s" % value)
return datetime.combine(result, time.max) if is_datetime else result
def add(value, *args, **kwargs):
return value + relativedelta(*args, **kwargs) # 將 value 增加指定的相對時間
def subtract(value, *args, **kwargs):
return value - relativedelta(*args, **kwargs) # 將 value 減去指定的相對時間
def date_range(start, end, step=relativedelta(months=1)):
if isinstance(start, datetime) and isinstance(end, datetime):
are_naive = start.tzinfo is None and end.tzinfo is None
are_utc = start.tzinfo == pytz.utc and end.tzinfo == pytz.utc
# Cases with miscellaneous time zones are more complex due to DST.
are_others = start.tzinfo and end.tzinfo and not are_utc
if are_others and start.tzinfo.zone != end.tzinfo.zone:
raise ValueError("Timezones of start argument and end argument seem inconsistent") # fmt: skip
if not are_naive and not are_utc and not are_others:
raise ValueError("Timezones of start argument and end argument mismatch")
dt = start.replace(tzinfo=None)
end_dt = end.replace(tzinfo=None)
post_process = start.tzinfo.localize if start.tzinfo else lambda dt: dt
elif isinstance(start, date) and isinstance(end, date):
dt, end_dt = start, end
post_process = lambda dt: dt
else:
raise ValueError("start/end should be both date or both datetime type")
if start > end:
raise ValueError("start > end, start date must be before end")
if start == start + step:
raise ValueError("Looks like step is null")
while dt <= end_dt:
yield post_process(dt)
dt = dt + step
# 檢查當前程式是否被作為主程式執行
if __name__ == "__main__":
# 建立一個日期物件
input_date = date(2023, 12, 15)
# 使用 get_month 函數獲取該日期所在月份的起始日期和結束日期
month_start_date, month_end_date = get_month(input_date)
# 輸出結果
print("Month Start Date:", month_start_date)
print("Month End Date:", month_end_date)
# 使用 get_quarter_number 函數獲取該日期對應的季度數字
quarter_num = get_quarter_number(input_date)
# 使用 get_quarter 函數獲取該日期所在季度的起始日期和結束日期
quarter_start_date, quarter_end_date = get_quarter(input_date)
# 輸出結果
print("Quarter Number:", quarter_num)
print("Quarter Start Date:", quarter_start_date)
print("Quarter End Date:", quarter_end_date)
# 呼叫 get_timedelta 函數,設定數量為 2,時間間隔為 'month'
time_delta = get_timedelta(2, "month")
# 輸出結果
print("Time Delta:", time_delta)
input_datetime = datetime(2024, 3, 22, 15, 30, 0)
# 使用 start_of 函數獲取以週為精確度的日期起始時間
start_of_week = start_of(input_datetime, "week")
print("Start of Week:", start_of_week)
# 使用 end_of 函數獲取以週為精確度的日期結束時間
end_of_week = end_of(input_datetime, "week")
print("End of Week:", end_of_week)
# 呼叫 add 函數,將 value 增加 2 個月
result_add = add(datetime.now(), months=2)
print("Result of add function:", result_add)
# 呼叫 subtract 函數,將 value 減去 1 年
result_subtract = subtract(datetime.now(), years=1)
print("Result of subtract function:", result_subtract)
# 定義起始日期和結束日期
start_date = datetime(2024, 1, 1)
end_date = datetime(2024, 3, 1)
# 呼叫date_range函數並迭代生成的日期序列
for date in date_range(start_date, end_date, step=relativedelta(months=1)):
print(date)
| 1 | import calendar # 匯入 calendar 模組 |
| 2 | import math |
| 3 | from datetime import date, datetime, time |
| 4 | |
| 5 | import pytz |
| 6 | from dateutil.relativedelta import relativedelta |
| 7 | |
| 8 | |
| 9 | def date_type(value): |
| 10 | return (datetime if isinstance(value, datetime) else date) # 根據值的類型返回 datetime 或 date # fmt: skip |
| 11 | |
| 12 | |
| 13 | def get_month(date): |
| 14 | date_from = date_type(date)(date.year, date.month, 1) # 建立日期起始值為當月第一天 |
| 15 | date_to = date_type(date)(date.year, date.month, calendar.monthrange(date.year, date.month)[1]) # 建立日期結束值為當月最後一天 # fmt: skip |
| 16 | return date_from, date_to # 返回起始日期和結束日期 |
| 17 | |
| 18 | |
| 19 | def get_quarter_number(date): |
| 20 | return math.ceil(date.month / 3) # 回傳日期對應的季度數字,向上取整 |
| 21 | |
| 22 | |
| 23 | def get_quarter(date): |
| 24 | quarter_number = get_quarter_number(date) # 獲取日期對應的季度數字 |
| 25 | month_from = ((quarter_number - 1) * 3) + 1 # 計算季度的起始月份 |
| 26 | date_from = date_type(date)(date.year, month_from, 1) # 建立季度的起始日期 |
| 27 | date_to = date_from + relativedelta(months=2) # 結束日期為起始日期加兩個月 |
| 28 | date_to = date_to.replace( |
| 29 | day=calendar.monthrange(date_to.year, date_to.month)[1] |
| 30 | ) # 調整結束日期為該月的最後一天 |
| 31 | return date_from, date_to # 返回季度的起始日期和結束日期 |
| 32 | |
| 33 | |
| 34 | def get_timedelta(qty, granularity): |
| 35 | switch = { |
| 36 | "hour": relativedelta(hours=qty), |
| 37 | "day": relativedelta(days=qty), |
| 38 | "week": relativedelta(weeks=qty), |
| 39 | "month": relativedelta(months=qty), |
| 40 | "year": relativedelta(years=qty), |
| 41 | } |
| 42 | return switch[granularity] |
| 43 | |
| 44 | |
| 45 | def start_of(value, granularity): |
| 46 | is_datetime = isinstance(value, datetime) |
| 47 | if granularity == "year": |
| 48 | result = value.replace(month=1, day=1) |
| 49 | elif granularity == "quarter": |
| 50 | # Q1 = Jan 1st |
| 51 | # Q2 = Apr 1st |
| 52 | # Q3 = Jul 1st |
| 53 | # Q4 = Oct 1st |
| 54 | result = get_quarter(value)[0] |
| 55 | elif granularity == "month": |
| 56 | result = value.replace(day=1) |
| 57 | elif granularity == "week": |
| 58 | # by default MONDAY is the first day of the week and SUNDAY is the last. |
| 59 | result = value - relativedelta( |
| 60 | days=calendar.weekday(value.year, value.month, value.day) |
| 61 | ) |
| 62 | elif granularity == "day": |
| 63 | result = value |
| 64 | elif granularity == "hour" and is_datetime: |
| 65 | return datetime.combine(value, time.min).replace(hour=value.hour) |
| 66 | elif is_datetime: |
| 67 | raise ValueError("Granularity must be year, quarter, month, week, day or hour for value %s" % value) # fmt: skip |
| 68 | # raise ValueError("請設定精確度為年、季、月、週、日或小時,目前設定值為 %s" % value) |
| 69 | |
| 70 | else: |
| 71 | raise ValueError("Granularity must be year, quarter, month, week or day for value %s" % value) # fmt: skip |
| 72 | # raise ValueError("精確度應為年、季、月、週或日,但收到的值為 %s" % value) |
| 73 | |
| 74 | return datetime.combine(result, time.min) if is_datetime else result |
| 75 | |
| 76 | |
| 77 | def end_of(value, granularity): |
| 78 | is_datetime = isinstance(value, datetime) |
| 79 | if granularity == "year": |
| 80 | result = value.replace(month=12, day=31) |
| 81 | elif granularity == "quarter": |
| 82 | # Q1 = Mar 31st |
| 83 | # Q2 = Jun 30th |
| 84 | # Q3 = Sep 30th |
| 85 | # Q4 = Dec 31st |
| 86 | result = get_quarter(value)[1] |
| 87 | elif granularity == "month": |
| 88 | result = value + relativedelta(day=1, months=1, days=-1) |
| 89 | elif granularity == "week": |
| 90 | result = value + relativedelta(days=6 - calendar.weekday(value.year, value.month, value.day)) # fmt: skip |
| 91 | |
| 92 | elif granularity == "day": |
| 93 | result = value |
| 94 | elif granularity == "hour" and is_datetime: |
| 95 | return datetime.combine(value, time.max).replace(hour=value.hour) |
| 96 | elif is_datetime: |
| 97 | raise ValueError("Granularity must be year, quarter, month, week, day or hour for value %s" % value) # fmt: skip |
| 98 | # raise ValueError("請設定精確度為年、季、月、週、日或小時,目前設定值為 %s" % value) |
| 99 | else: |
| 100 | raise ValueError("Granularity must be year, quarter, month, week or day for value %s" % value) # fmt: skip |
| 101 | # raise ValueError("精確度應為年、季、月、週或日,但收到的值為 %s" % value) |
| 102 | |
| 103 | return datetime.combine(result, time.max) if is_datetime else result |
| 104 | |
| 105 | |
| 106 | def add(value, *args, **kwargs): |
| 107 | return value + relativedelta(*args, **kwargs) # 將 value 增加指定的相對時間 |
| 108 | |
| 109 | |
| 110 | def subtract(value, *args, **kwargs): |
| 111 | return value - relativedelta(*args, **kwargs) # 將 value 減去指定的相對時間 |
| 112 | |
| 113 | |
| 114 | def date_range(start, end, step=relativedelta(months=1)): |
| 115 | if isinstance(start, datetime) and isinstance(end, datetime): |
| 116 | are_naive = start.tzinfo is None and end.tzinfo is None |
| 117 | are_utc = start.tzinfo == pytz.utc and end.tzinfo == pytz.utc |
| 118 | |
| 119 | # Cases with miscellaneous time zones are more complex due to DST. |
| 120 | are_others = start.tzinfo and end.tzinfo and not are_utc |
| 121 | |
| 122 | if are_others and start.tzinfo.zone != end.tzinfo.zone: |
| 123 | raise ValueError("Timezones of start argument and end argument seem inconsistent") # fmt: skip |
| 124 | |
| 125 | if not are_naive and not are_utc and not are_others: |
| 126 | raise ValueError("Timezones of start argument and end argument mismatch") |
| 127 | |
| 128 | dt = start.replace(tzinfo=None) |
| 129 | end_dt = end.replace(tzinfo=None) |
| 130 | post_process = start.tzinfo.localize if start.tzinfo else lambda dt: dt |
| 131 | |
| 132 | elif isinstance(start, date) and isinstance(end, date): |
| 133 | dt, end_dt = start, end |
| 134 | post_process = lambda dt: dt |
| 135 | |
| 136 | else: |
| 137 | raise ValueError("start/end should be both date or both datetime type") |
| 138 | |
| 139 | if start > end: |
| 140 | raise ValueError("start > end, start date must be before end") |
| 141 | |
| 142 | if start == start + step: |
| 143 | raise ValueError("Looks like step is null") |
| 144 | |
| 145 | while dt <= end_dt: |
| 146 | yield post_process(dt) |
| 147 | dt = dt + step |
| 148 | |
| 149 | |
| 150 | # 檢查當前程式是否被作為主程式執行 |
| 151 | if __name__ == "__main__": |
| 152 | # 建立一個日期物件 |
| 153 | input_date = date(2023, 12, 15) |
| 154 | |
| 155 | # 使用 get_month 函數獲取該日期所在月份的起始日期和結束日期 |
| 156 | month_start_date, month_end_date = get_month(input_date) |
| 157 | |
| 158 | # 輸出結果 |
| 159 | print("Month Start Date:", month_start_date) |
| 160 | print("Month End Date:", month_end_date) |
| 161 | |
| 162 | # 使用 get_quarter_number 函數獲取該日期對應的季度數字 |
| 163 | quarter_num = get_quarter_number(input_date) |
| 164 | |
| 165 | # 使用 get_quarter 函數獲取該日期所在季度的起始日期和結束日期 |
| 166 | quarter_start_date, quarter_end_date = get_quarter(input_date) |
| 167 | |
| 168 | # 輸出結果 |
| 169 | print("Quarter Number:", quarter_num) |
| 170 | print("Quarter Start Date:", quarter_start_date) |
| 171 | print("Quarter End Date:", quarter_end_date) |
| 172 | |
| 173 | # 呼叫 get_timedelta 函數,設定數量為 2,時間間隔為 'month' |
| 174 | time_delta = get_timedelta(2, "month") |
| 175 | |
| 176 | # 輸出結果 |
| 177 | print("Time Delta:", time_delta) |
| 178 | |
| 179 | input_datetime = datetime(2024, 3, 22, 15, 30, 0) |
| 180 | |
| 181 | # 使用 start_of 函數獲取以週為精確度的日期起始時間 |
| 182 | start_of_week = start_of(input_datetime, "week") |
| 183 | print("Start of Week:", start_of_week) |
| 184 | |
| 185 | # 使用 end_of 函數獲取以週為精確度的日期結束時間 |
| 186 | end_of_week = end_of(input_datetime, "week") |
| 187 | print("End of Week:", end_of_week) |
| 188 | |
| 189 | # 呼叫 add 函數,將 value 增加 2 個月 |
| 190 | result_add = add(datetime.now(), months=2) |
| 191 | |
| 192 | print("Result of add function:", result_add) |
| 193 | |
| 194 | # 呼叫 subtract 函數,將 value 減去 1 年 |
| 195 | result_subtract = subtract(datetime.now(), years=1) |
| 196 | |
| 197 | print("Result of subtract function:", result_subtract) |
| 198 | |
| 199 | # 定義起始日期和結束日期 |
| 200 | start_date = datetime(2024, 1, 1) |
| 201 | end_date = datetime(2024, 3, 1) |
| 202 | |
| 203 | # 呼叫date_range函數並迭代生成的日期序列 |
| 204 | for date in date_range(start_date, end_date, step=relativedelta(months=1)): |
| 205 | print(date) |
| 206 | |
| 207 |