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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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_1778 TILs and counting..._
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See some of the other learning resources I work on:
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@@ -1048,6 +1048,7 @@ If you've learned something here, support my efforts writing daily TILs by
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- [Access Instance Variables](python/access-instance-variables.md)
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- [Access Most Recent Return Value In REPL](python/access-most-recent-return-value-in-repl.md)
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- [Access Variables Outside Loop Scope](python/access-variables-outside-loop-scope.md)
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- [Avoid Modification With Frozen Dataclass](python/avoid-modification-with-frozen-dataclass.md)
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- [Break Debugger On First Line Of Program](python/break-debugger-on-first-line-of-program.md)
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- [Check If Package Is Installed With Pip](python/check-if-package-is-installed-with-pip.md)
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@@ -1063,6 +1064,7 @@ 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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@@ -1419,6 +1421,7 @@ If you've learned something here, support my efforts writing daily TILs by
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- [Defaulting To Frozen String Literals](ruby/defaulting-to-frozen-string-literals.md)
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- [Define A Custom RSpec Matcher](ruby/define-a-custom-rspec-matcher.md)
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- [Define A Method On A Struct](ruby/define-a-method-on-a-struct.md)
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- [Define A Set Of Class Methods](ruby/define-a-set-of-class-methods.md)
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- [Define Multiline Strings With Heredocs](ruby/define-multiline-strings-with-heredocs.md)
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- [Destructure The First Item From An Array](ruby/destructure-the-first-item-from-an-array.md)
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- [Destructuring Arrays In Blocks](ruby/destructuring-arrays-in-blocks.md)
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@@ -0,0 +1,44 @@
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# Access Variables Outside Loop Scope
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Here is a function that loops over a list to find the first occurrence of a
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falsy value.
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```python
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def find_false(self):
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for item in self.items:
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item_type = type(item)
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print(f"Current item: {item} ({item_type})")
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if not item:
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break
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print(f"First false item: {item} ({item_type})")
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```
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Notice how at the end of the function, outside of the loop, I am able to access
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both `item` (defined in the loop definition) and `item_type` (defined within the
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loop's body).
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Both of these variables are defined, by the loop, in _function scope_ and are
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accessible anywhere in the function after they have been defined.
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The title of this TIL is a bit of a misnomer because Python doesn't have the
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concept of a _loop scope_. There are two levels of scope in Python --
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module/global scope and function scope.
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I spend most of my time writing Ruby which also has _block scope_, so Python's
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simplified two-level scoping took me by surprise.
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Though the code sample above is contrived, this function scope assignment can be
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taken advantage of with loop definitions in scenarios where you want to know
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what the last `item` defined was before the loop terminated.
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```python
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for submission in submissions:
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if passes(submission, criteria):
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break
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else:
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raise ValueError("No submissions that meet given criteria")
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print(f"Submit first passing submission: {submission.id}")
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submit(submission)
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```
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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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@@ -0,0 +1,46 @@
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# Define A Set Of Class Methods
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The most common way to define class methods is by defining them directly with
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`self` (the class in the current context) on a method by method basis:
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```ruby
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class User
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def self.find_by(attrs)
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# lookup logic ...
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end
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end
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```
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If you have a group of class methods you want to define, you can stick them all
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within a `class << self` block which does similarly defines each of them as
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singleton methods of that class (`User` in this case):
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```ruby
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class User
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class << self
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def find_by_email(email)
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# lookup logic ...
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end
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def find_by_last_name(last_name)
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# lookup logic ...
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end
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end
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end
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```
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This opens the singleton class of `User` for modification, adding these two new
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methods.
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We can see those defined alongside all other direct and inherited class methods:
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```ruby
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> User.methods
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=>
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[:find_by_email,
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:find_by_last_name,
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:yaml_tag,
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:allocate,
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...
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]
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```
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