在python中有一个时间数据库如下: 序号 年 月 日 时 分 秒 {'date': '2023-05-9 21:00:00', 'Orbit': '371'} {'date': '2023-05-9 21:00:01', 'Orbit': '371'} {'date': '2023-05-9 21:00:02', 'Orbit': '371'} {'date': '2023-05-9 21:00:03', 'Orbit': '371'} {'date': '2023-05-9 21:00:04', 'Orbit': '371'} {'date': '2023-05-9 21:00:05', 'Orbit': '371'} {'date': '2023-05-9 21:00:06', 'Orbit': '371'} {'date': '2023-05-9 21:00:07', 'Orbit': '371'} {'date': '2023-05-9 21:00:08', 'Orbit': '371'} {'date': '2023-05-10 08:16:43', 'Orbit': '378'} {'date': '2023-05-10 08:16:44', 'Orbit': '378'} {'date': '2023-05-10 08:16:45', 'Orbit': '378'} {'date': '2023-05-10 08:16:46', 'Orbit': '378'} {'date': '2023-05-10 08:16:47', 'Orbit': '378'} {'date': '2023-05-10 08:16:48', 'Orbit': '378'} {'date': '2023-05-10 08:16:49', 'Orbit': '379'} {'date': '2023-05-10 08:16:50', 'Orbit': '379'} {'date': '2023-05-10 08:16:51', 'Orbit': '379'} {'date': '2023-05-10 08:16:52', 'Orbit': '379'} {'date': '2023-05-10 08:16:53', 'Orbit': '379'} {'date': '2023-05-10 08:16:54', 'Orbit': '379'} {'date': '2023-05-10 08:16:55', 'Orbit': '379'} {'date': '2023-05-10 08:16:56', 'Orbit': '379'} {'date': '2023-05-10 08:16:57', 'Orbit': '379'} {'date': '2023-05-10 08:16:58', 'Orbit': '379'} 我现在需要按照以下格式 时间段 城市名字 序号 20230509180413 20230509234724 GZ 78 20230510065339 20230510110050 JM 80 将数据库里面的时间放在相应的时间段里面,该怎么做
时间: 2023-07-27 17:07:00 浏览: 89
可以使用datetime模块来处理时间格式和时间计算,具体的处理方法如下:
1. 首先将原始数据按时间顺序排列,并将每个时间转换为datetime格式
```python
import datetime
# 原始数据
data = [{'date': '2023-05-9 21:00:00', 'Orbit': '371'},
{'date': '2023-05-9 21:00:01', 'Orbit': '371'},
{'date': '2023-05-9 21:00:02', 'Orbit': '371'},
{'date': '2023-05-9 21:00:03', 'Orbit': '371'},
{'date': '2023-05-9 21:00:04', 'Orbit': '371'},
{'date': '2023-05-9 21:00:05', 'Orbit': '371'},
{'date': '2023-05-9 21:00:06', 'Orbit': '371'},
{'date': '2023-05-9 21:00:07', 'Orbit': '371'},
{'date': '2023-05-9 21:00:08', 'Orbit': '371'},
{'date': '2023-05-10 08:16:43', 'Orbit': '378'},
{'date': '2023-05-10 08:16:44', 'Orbit': '378'},
{'date': '2023-05-10 08:16:45', 'Orbit': '378'},
{'date': '2023-05-10 08:16:46', 'Orbit': '378'},
{'date': '2023-05-10 08:16:47', 'Orbit': '378'},
{'date': '2023-05-10 08:16:48', 'Orbit': '378'},
{'date': '2023-05-10 08:16:49', 'Orbit': '379'},
{'date': '2023-05-10 08:16:50', 'Orbit': '379'},
{'date': '2023-05-10 08:16:51', 'Orbit': '379'},
{'date': '2023-05-10 08:16:52', 'Orbit': '379'},
{'date': '2023-05-10 08:16:53', 'Orbit': '379'},
{'date': '2023-05-10 08:16:54', 'Orbit': '379'},
{'date': '2023-05-10 08:16:55', 'Orbit': '379'},
{'date': '2023-05-10 08:16:56', 'Orbit': '379'},
{'date': '2023-05-10 08:16:57', 'Orbit': '379'},
{'date': '2023-05-10 08:16:58', 'Orbit': '379'}]
# 将时间转换为datetime格式,并按时间顺序排列
data = sorted([(datetime.datetime.strptime(d['date'], '%Y-%m-%d %H:%M:%S'), d['Orbit']) for d in data])
```
2. 然后按照时间段将数据分组,并计算每个时间段的起始时间和结束时间
```python
# 定义时间段的起始时间和结束时间
start_time = datetime.datetime(2023, 5, 9, 18, 4, 13)
end_time = datetime.datetime(2023, 5, 10, 11, 0, 50)
# 将数据按时间段分组
result = []
while start_time <= end_time:
end = start_time + datetime.timedelta(minutes=30)
if end > end_time:
end = end_time
orbit_list = [d[1] for d in data if start_time <= d[0] < end]
result.append((start_time, end, orbit_list))
start_time = end
```
3. 最后将数据输出为指定格式
```python
# 将数据输出为指定格式
for i, r in enumerate(result):
start = r[0].strftime('%Y%m%d%H%M%S')
end = r[1].strftime('%Y%m%d%H%M%S')
city = 'GZ' if i % 2 == 0 else 'JM'
count = len(r[2])
print(f'{start} {end} {city} {count}')
```
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