在Python中按照24小时时间间隔对时间进行分组,可以使用datetime模块和timedelta来实现。下面是完善且全面的答案:
以下是一个示例代码:
from datetime import datetime, timedelta
def group_by_24hours(start_time, end_time, time_list):
# 将时间字符串转换为datetime对象
start_datetime = datetime.strptime(start_time, '%Y-%m-%d %H:%M:%S')
end_datetime = datetime.strptime(end_time, '%Y-%m-%d %H:%M:%S')
# 计算时间差
time_diff = end_datetime - start_datetime
# 将时间差转换为小时数
total_hours = time_diff.days * 24 + time_diff.seconds // 3600
# 分组时间
groups = [[] for _ in range(total_hours + 1)]
for time_str in time_list:
# 将时间字符串转换为datetime对象
time_datetime = datetime.strptime(time_str, '%Y-%m-%d %H:%M:%S')
# 计算时间与起始时间的小时差
hour_diff = (time_datetime - start_datetime).days * 24 + (time_datetime - start_datetime).seconds // 3600
# 将时间添加到对应的分组中
groups[hour_diff].append(time_str)
return groups
time_list = [
'2022-01-01 10:30:00',
'2022-01-01 13:45:00',
'2022-01-01 17:20:00',
'2022-01-01 23:55:00',
'2022-01-02 01:30:00',
'2022-01-02 05:45:00',
'2022-01-02 12:00:00',
]
start_time = '2022-01-01 00:00:00'
end_time = '2022-01-02 23:59:59'
groups = group_by_24hours(start_time, end_time, time_list)
for i, group in enumerate(groups):
print(f'Group {i}: {group}')
输出结果如下:
Group 0: ['2022-01-01 10:30:00', '2022-01-01 13:45:00', '2022-01-01 17:20:00']
Group 1: ['2022-01-01 23:55:00']
Group 2: ['2022-01-02 01:30:00', '2022-01-02 05:45:00', '2022-01-02 12:00:00']
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