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Add Make Dataclass Sortable By Specific Field as a Python TIL
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@@ -10,7 +10,7 @@ working across different projects via [VisualMode](https://www.visualmode.dev/).
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For a steady stream of TILs, [sign up for my newsletter](https://visualmode.kit.com/newsletter).
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_1775 TILs and counting..._
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_1776 TILs and counting..._
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See some of the other learning resources I work on:
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@@ -1063,6 +1063,7 @@ If you've learned something here, support my efforts writing daily TILs by
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- [Keep A Tally With collections.Counter](python/keep-a-tally-with-collections-counter.md)
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- [Load A File Into The Python REPL](python/load-a-file-into-the-python-repl.md)
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- [Look Inside Pytest tmp_path](python/look-inside-pytest-tmp-path.md)
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- [Make Dataclass Sortable By Specific Field](python/make-dataclass-sortable-by-specific-field.md)
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- [Override The Boolean Context Of A Class](python/override-the-boolean-context-of-a-class.md)
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- [Parse Relative Time To datetime Object](python/parse-relative-time-to-datetime-object.md)
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- [Skip Specific Pytest Test Cases](python/skip-specific-pytest-test-cases.md)
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@@ -0,0 +1,45 @@
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# 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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