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{ | ||
"blurb": "Handling dates and imes in software is a surprisingly complex challenge. Python supplies a variety of classes to cover most use case.", | ||
"authors": ["BethanyG", "colinleach"], | ||
"contributors": [] | ||
} |
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# About | ||
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_"Dates and times are something we teach to young children. How hard can it be?"_ | ||
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Many programmers have made that mistake, and the subsequent experience tends to be negative to their health and happiness. | ||
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Anyone doing non-trivial programming with dates and times should at least be prepared to understand and mitigate potential problems. | ||
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## The `datetime` module | ||
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In python, a wide range of date and time functionality is collected in the [`datetime`][datetime] module. | ||
This can be supplemented by other libraries, but `datetime` is central and often sufficient. | ||
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There are five major classes within `datetime`: | ||
- `datetime.date` for simple dates | ||
- `datetime.time` for simple times | ||
- `datetime.datetime` combines date, time and optionally timezone information | ||
- `datetime.timedelta` for intervals | ||
- `datetime.timezone` to handle the reality that few people use UTC | ||
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___Notation detail:___ A `datetime.time` or `datetime.datetime` object that includes timezone information is said to be _aware_, otherwise it is _naive_. | ||
A `datetime.date` object is always naive. | ||
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As `datetime` is a large module with many methods and attributes, only some of the most common will be discussed here. | ||
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You are encouraged to explore the [full documentation][datetime]. | ||
Dates and times are complex but important, so the Python developers have put many years of effort into trying to support most use cases. | ||
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Perhaps the most frequent needs are: | ||
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- Parse some appropriate input format to construct a `datetime` object. | ||
This often uses [`strptime()`][strptime-strftime]. | ||
- Get the required numerical or string format from a `datetime` object. | ||
String output often uses [`strftime()`][strptime-strftime]. | ||
- Apply an offset to a `date`, `time` or `datetime` to create a new object (of the same type). | ||
- Calculate the interval between two such objects. | ||
- Get the current date and/or time. | ||
This will be obtained from the host computer and converted to a Python object. | ||
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### Date and time formats | ||
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There are many ways to write dates and times, which tend to be culturally-specific. | ||
All-number dates such as "7/6/23" are ambiguous, confusing, and have led to many expensive mistakes in multinational organizations. | ||
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The international standard is defined in [`ISO 8601`][ISO8601], with two main advantages: | ||
- Parsing is quick and unambiguous. | ||
- Sorting is easy, as the datetime can be treated as text. | ||
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An example: | ||
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```python | ||
>>> from datetime import datetime | ||
>>> datetime.now(timezone.utc).isoformat() | ||
'2023-12-04T17:54:13.014513+00:00' | ||
``` | ||
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This is built up from various parts, with only the date fields required: | ||
- `YYYY-MM-DD` | ||
- Optionally, `Thh:mm:ss` | ||
- Optionally, microseconds after the decimal point. | ||
- Optionally, timezone offset from UTC with a sign and `hh:mm` value. | ||
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Internally, `date`, `time` and `datetime` are stored as Python objects with separate attributes for year, month, etc. | ||
Examples of this will be shown below, when each class is discussed. | ||
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Most computer operating systems use POSIX timestamps: the number of seconds since `1970-01-01T00:00:00+00.00`. | ||
The `datetime` module makes it easy to import these. | ||
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For code which interacts mainly with computers rather than humans, it may be worth investigating the separate [`time`][time] module, which provides more complete support for POSIX timestamps. | ||
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## The [`datetime.date`][datetime-date] class | ||
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[`datetime.date`][datetime-date] is a relatively small and simple date-only class, with no understanding of times or timezones. | ||
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```python | ||
>>> from datetime import date | ||
>>> date.today() | ||
datetime.date(2023, 12, 4) | ||
>>> date.today().isoformat() | ||
'2023-12-04' | ||
``` | ||
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The default display has the same `date(year, month, day)` syntax as the default constructor. | ||
A `date` object can also be created from an ISO 8601 date string or a POSIX timestamp. | ||
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```python | ||
>>> date(1969, 7, 20) | ||
datetime.date(1969, 7, 20) | ||
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>>> date.fromisoformat('1969-07-20') | ||
datetime.date(1969, 7, 20) | ||
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>>> date.fromisoformat('1969-07-20') == date(1969, 7, 20) | ||
True | ||
``` | ||
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Individual parts of the date can be accessed as instance attributes: | ||
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```python | ||
>>> date.today().month # in December | ||
12 | ||
``` | ||
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There are a number of other methods, mostly related to output formats. | ||
See the [class documentation][datetime-date] for details. | ||
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`datetime.date` is designed to be fairly minimalist, to keep simple applications simple. | ||
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If your application is ever likely to need times or timezones, it may be better to use `datetime.datetime` from the start. | ||
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For more complex date-only applications, compare `datetime.date` with [`calendar`][calendar] and decide which better fits your needs. | ||
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## The [`datetime.time`][datetime-time] class | ||
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`datetime.time` is the basic time-only class. | ||
It has no understanding of dates: times automatically roll over to `time(0, 0, 0)` at midnight. | ||
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Timezone information can optionally be included. | ||
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The full constructor format is `timezone.time(hour, min, sec, microsec, timezone)`. | ||
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All the parameters are optional: numerical values will default to `0`, timezone to `None`. | ||
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```python | ||
>>> from datetime import time | ||
>>> time() | ||
datetime.time(0, 0) | ||
>>> time(14, 30, 23) | ||
datetime.time(14, 30, 23) | ||
``` | ||
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Starting from an ISO 8601 format may be more readable in some cases: | ||
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```python | ||
>>> time.fromisoformat('15:17:01-07:00') # mid-afternoon in Arizona | ||
datetime.time(15, 17, 1, tzinfo=datetime.timezone(datetime.timedelta(days=-1, seconds=61200))) | ||
``` | ||
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Timezones will be discussed in more detail below. | ||
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Arithmetic is not possible with `datetime.time` objects, but they do support comparisons. | ||
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```python | ||
>>> time1 = time(14, 45) | ||
>>> time2 = time(16, 21, 30) | ||
>>> time1 > time2 | ||
False | ||
``` | ||
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As with `date`, individual parts are available as instance attributes: | ||
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```python | ||
>>> time(16, 21, 30).hour | ||
16 | ||
``` | ||
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For other methods and properties, see the [class documentation][datetime-time]. | ||
Much of it relates to working with timezones. | ||
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## The [`datetime.datetime`][datetime-datetime] class | ||
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`datetime.datetime` combines most of the features of the `date` and `time` classes and adds some extras. | ||
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It is the most versatile of these three classes, at the cost of some additional complexity. | ||
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```python | ||
>>> from datetime import datetime | ||
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>>> datetime.now() | ||
datetime.datetime(2023, 12, 4, 15, 45, 50, 66178) | ||
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>>> datetime.now().isoformat() | ||
'2023-12-04T15:46:30.311480' | ||
``` | ||
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As with `date`, the default constructor has the same syntax as the default display. | ||
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The year, month and day parameters are required. Time parameters default to `0`. Timezone defaults to `None`, as in the example above. | ||
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Keeping all these parameters straight can be a challenge, so the ISO format may be preferable: | ||
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```python | ||
>>> datetime.fromisoformat('2023-12-04T15:53+05:30') # Delhi time | ||
datetime.datetime(2023, 12, 4, 15, 53, tzinfo=datetime.timezone(datetime.timedelta(seconds=19800))) | ||
``` | ||
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Much of the functionality in `datetime.datetime` will be familar from `date` and time. | ||
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One addition that may be useful is `combine(date, time)` which constructs a `datetime` instance from a `date` and a `time` instance (and optionally a timezone). | ||
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```python | ||
>>> today = date.today() | ||
>>> current_time = time(4, 5) | ||
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>>> datetime.combine(today, current_time) | ||
datetime.datetime(2023, 12, 4, 4, 5) | ||
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>>> datetime.combine(today, current_time).isoformat() | ||
'2023-12-04T04:05:00' | ||
``` | ||
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For other methods and properties, see the [class documentation][datetime-time]. | ||
Much of it relates to working with timezones. | ||
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## The [`datetime.timedelta`][datetime-timedelta] class | ||
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A `timedelta` is an interval of time, the difference between two `datetime` instances. | ||
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Be careful with the constructor. | ||
The parameters are in an order you may not expect: | ||
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`datetime.timedelta(days=0, seconds=0, microseconds=0, milliseconds=0, minutes=0, hours=0, weeks=0)` | ||
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Thus, it is generally safer to treat these as keyword rather than positional parameters: | ||
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```python | ||
>>> from datetime import timedelta | ||
>>> timedelta(weeks=3, hours=5) | ||
datetime.timedelta(days=21, seconds=18000) | ||
``` | ||
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This illustrates the reason for the strange sequence: only days, seconds and microseconds are stored internally. | ||
Other parameters are provided as a convenience for the programmer, but will be converted. | ||
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Similarly, floating-point input values will be converted to integer days, seconds and microseconds. | ||
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With a `datetime` and a `timedelta` it is possible to add and subtract them: | ||
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```python | ||
>>> now = datetime.now() | ||
>>> now.isoformat() | ||
'2023-12-04T16:24:07.242274' | ||
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>>> later = now + timedelta(hours = 2.5) # 2.5 hours later | ||
>>> later.isoformat() | ||
'2023-12-04T18:54:07.242274' | ||
``` | ||
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Alternatively, substract one `datetime` from another to get the `timedelta`: | ||
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```python | ||
>>> dt1 = datetime.fromisoformat('2023-12-04T16:45') | ||
>>> dt2 = datetime.fromisoformat('2023-07-23T09:16') | ||
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>>> dt1 - dt2 | ||
datetime.timedelta(days=134, seconds=26940) | ||
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>>> str(dt2 - dt1) # formatted string output | ||
'-135 days, 16:31:00' | ||
``` | ||
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Other arithmetic operations are supported, including: | ||
- Multiplying or dividing a `timedelta` by and `int` or `float` | ||
- Dividing one `timedelta` by another to get a `float` | ||
- Integer division (with `//`) and modulus (with `%`) with two `timedelta` instances. | ||
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See the [class documentation][datetime-timedelta] for details. | ||
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## The [`datetime.tzinfo`][datetime-tzinfo] class and its sub-classes | ||
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Dealing with timezones can be challanging. | ||
Quoting the Python documentation: | ||
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_"The rules for time adjustment across the world are more political than rational, change frequently, and there is no standard suitable for every application aside from UTC."_ | ||
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Python provides various libraries to help deal with this situation. | ||
A brief summary is given below, but anyone wishing to write reliable timezone-aware software cannot avoid reading the full documentation. | ||
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The [`datetime.tzinfo`][datetime-tzinfo] class is an [`abstract base class`][ABC]. | ||
ABCs are a relatively advanced topic, but the essential point is that `tzinfo` cannot be instantiated directly. | ||
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Instead, this ABC provides a starting point for timezone-related subclasses to derive from. | ||
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[`datetime.timezone`][datetime-timezone] is a simple, concrete subclass for situations with a fixed offset from UTC. | ||
A limitation of `timezone` is that it has no understanding of Daylight Savings Time (DST) adjustments, it just stores a constant `timedelta` in seconds. | ||
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```python | ||
>>> datetime.fromisoformat('2023-12-04T15:53+03:00') | ||
datetime.datetime(2023, 12, 4, 15, 53, tzinfo=datetime.timezone(datetime.timedelta(seconds=10800))) | ||
``` | ||
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[`zoneinfo.ZoneInfo`][zoneinfo] is a more sophisticated subclass, available in the standard library though not part of `datetime`. | ||
By linking to the [`tzdata`][tzdata] database, `ZoneInfo` understands DST issues worldwide. | ||
Multiple updates per year try, as far as possible, to remain up to date with unexpected changes. | ||
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`ZoneInfo`, via `tzdata`, has access to the [`IANA`][IANA] timezone database, and so can work with timezone names in a `region/city` format. | ||
The full list of [`tznames`][IANA-names] also includes many shorter aliases. | ||
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```python | ||
>>> from zoneinfo import ZoneInfo | ||
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>>> dt = datetime(2020, 10, 31, 12, tzinfo=ZoneInfo("Europe/Helsinki")) | ||
>>> print(dt) | ||
2020-10-31 12:00:00+02:00 # 2h ahead of UTC | ||
>>> dt.tzname() | ||
'EET' # Eastern European Time | ||
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>>> dt_subtract = dt - timedelta(days=7) # previous week | ||
>>> print(dt_subtract) | ||
2023-10-24 12:00:00+03:00 # now 3h ahead of UTC | ||
>>> dt_subtract.tzname() | ||
'EEST' # Eastern European Summer Time | ||
``` | ||
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## The [`strptime()` and `strftime()`][strptime-strftime] methods | ||
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The `datetime.datetime` class supports a complementary pair of methods: | ||
- `strptime()` parses a string representation to a `datetime` object. | ||
- `strftime()` outputs a string representation of a `datetime` object. | ||
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Only `strftime()` is available in `datetime.date` and `datetime.time`. | ||
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A wide variety of format codes is available. | ||
Some of the common ones are shown in the examples below, but see the [official documentation][strptime-strftime] for the full list. | ||
These format codes are copied directly from C, and may be familiar to programmers who have worked in other languages. | ||
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```python | ||
>>> date_string = '14/10/23 23:59:59.999999' | ||
>>> format_string = '%d/%m/%y %H:%M:%S.%f' | ||
>>> dt = datetime.strptime(date_string, format_string) | ||
>>> dt | ||
datetime.datetime(2023, 10, 14, 23, 59, 59, 999999) | ||
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>>> dt.strftime('%a %d %b %Y, %I:%M%p') | ||
'Sat 14 Oct 2023, 11:59PM' | ||
``` | ||
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## Related modules | ||
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This Concept has concentrated on the [`datetime`][datetime] module. | ||
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Python has other modules which work with dates and times. | ||
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### The [`time`][time] module | ||
Optimized for working with computer timestanps, for example in software logs. | ||
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Not to be confused with `datetime.time`, a completely separate class. | ||
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### The [`calendar`][calendar] module | ||
An alternative to `datetime.date`, `calendar` is more sophisticated in dealing with dates across a wide span of historical and future time. | ||
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It also has CSS methods to halp with displaying calendars. | ||
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### The [`zoneinfo`][zoneinfo] module | ||
Mainly consisting of the `ZoneInfo` class, a subclass of `datetime.tzinfo` which supports the [IANA database][IANA] and automatic DST adjustments. | ||
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[ISO8601]: https://en.wikipedia.org/wiki/ISO_8601 | ||
[datetime]: https://docs.python.org/3/library/datetime.html | ||
[datetime-date]: https://docs.python.org/3/library/datetime.html#date-objects | ||
[datetime-time]: https://docs.python.org/3/library/datetime.html#time-objects | ||
[datetime-datetime]: https://docs.python.org/3/library/datetime.html#datetime-objects | ||
[datetime-timedelta]: https://docs.python.org/3/library/datetime.html#timedelta-objects | ||
[datetime-tzinfo]: https://docs.python.org/3/library/datetime.html#tzinfo-objects | ||
[datetime-timezone]: https://docs.python.org/3/library/datetime.html#timezone-objects | ||
[strptime-strftime]: https://docs.python.org/3/library/datetime.html#strftime-and-strptime-behavior | ||
[time]: https://docs.python.org/3/library/time.html | ||
[calendar]: https://docs.python.org/3/library/calendar.html | ||
[ABC]: https://docs.python.org/3/library/abc.html | ||
[zoneinfo]: https://docs.python.org/3/library/zoneinfo.html | ||
[tzdata]: https://peps.python.org/pep-0615/ | ||
[IANA]: https://en.wikipedia.org/wiki/Tz_database | ||
[IANA-names]: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones | ||
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#TODO: Add introduction for this concept. |
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[ | ||
{ | ||
"url": "https://docs.python.org/3/library/datetime.html/", | ||
"description": "The datetime module, containing date, time, datetime, timeddelta and tzinfo classes." | ||
}, | ||
{ | ||
"url": "https://docs.python.org/3/library/time.html/", | ||
"description": "The time module, optimized for working with POSIX timestamps." | ||
}, | ||
{ | ||
"url": "https://en.wikipedia.org/wiki/Tz_database/", | ||
"description": "A summary of information of timezone datebases." | ||
}, | ||
{ | ||
"url": "https://docs.python.org/3/library/calendar.html/", | ||
"description": "The calendar module, for more complex date-only applications." | ||
} | ||
] |
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