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46 lines
1.5 KiB
Markdown
46 lines
1.5 KiB
Markdown
# Make Dataclass Sortable By Specific Field
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One way to sort a list of some `dataclass` is to define the `key` parameter when
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calling `sort` or `sorted` like I discussed in [Sort a List of Dataclass
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Instances](sort-a-list-of-dataclass-instances.md):
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```python
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for date in sessions_grouped_by_day.keys():
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sessions_grouped_by_day[date].sort(
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key=lambda session: session.start_time.time()
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)
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```
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But then that lambda for `key` needs to be defined everywhere you sort.
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If the dataclass has a single, specific field that acts as a natural proxy for
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sort order, then you can define that in the `dataclass` implementation with the
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`__lt__` method.
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As long as a class defines the _less than_ dunder method, it will be sortable.
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Here is what that looks like for this `Session` dataclass:
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```python
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from dataclasses import dataclass
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from datetime import datetime, timezone
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@dataclass
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class Session:
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start_time: datetime
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project_name: str
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end_time: datetime | None = None
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def __lt__(self, other):
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if not isinstance(other, Session):
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return NotImplemented
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return self.start_time < other.start_time
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# more methods below ...
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```
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This implementation of `__lt__` tells the sorting methods that _this_ (`self`)
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instance of `Session` can be compared to some `other` instance of `Session` by
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comparing their `start_time` values to see which is less than. The guard at the
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beginning makes sure only instances of `Session` are being compared.
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