Comment by skeledrew 3 days ago
Actually you can. If you really want a multi-line lambda with your example...
```f = lambda x, y: [ z := x + y, w := z 2, z - w + x, ][-1]```
* That version does look strange, as it uses a list in order to get that last calculation. But I often use lambdas to check results in parametrized tests, and they naturally spread to multiple lines without the list hack since they're chains of comparisons.
It may be nice in the moment, but there's usually regret a few weeks/months down the line when trying to read that code, or angst for the next developer. There isn't that much more effort to just create a normal def to hold that increase in complexity suggested by the need for multiple statements. That's why functions were invented in the first place.
If a callback function gets really unwieldy then you should probably extract it from the call site and define it elsewhere, but that should happen because you decided to, not because the language's limitations coerced you into doing it. The lambda restrictions in Python are probably due to the complexities of parsing indentation based languages, and the clean code argument is just a helpful rationalization. I've never woken up in angst over the fact that I wrote a callback function with two statements in it.
There may be a few restrictions due to complexity, but lambdas isn't one. This is about decent and sane design choice[0] for readability.
[0] https://www.artima.com/weblogs/viewpost.jsp?thread=147358
That's pretty janky - I don't think it would pass review in many places!
Interesting. I see HN has mangled my code block onto 1 line and replaced a couple stars, but the fixup should be obvious...
Yes, it is, it should, and that's exactly the point. It'd look janky even without the `[-1]`, and this is what the core devs are trying to protect against. Lambdas are anonymous functions meant only to be used in places where expressions are valid, such as function parameters and return values. There's even a linter warning if you assign one to a variable. All to help reduce the creation of janky-looking code, and that's a huge benefit for most developers.
But what if I want to use lambdas for more things?
Imperative programming only gets you so far.
Maybe this is a sign that people are using Python for grander things than it was designed for?
I feel like there is something missing here. What's stopping you from using a normal def? Aside from the definition itself not being usable inline, there is nothing lambda does that def doesn't. And if you really want a definition close to the calling site, just define it there and then put the name where you want to pass it.
At the end of the day though there's really nothing to prevent you from creating janky code. Heck I saw a wild hack a couple weeks ago that allows for the creation of arbitrary custom syntax with pure Python, so you could create a multi-line lambda if you really want to that badly. But the widely adopted conventions exist for a reason.
Using a list combined with the walrus operator is a clever hack, but it's nice to not be limited to expressions. In JS you can define the equivalent of a multi-line lambda function with any number of statements (which is helpful when you're passing a function as a callback e.g. in a React hook).