I recently wrote on the SIGPLAN blog about how PL notation is a barrier to entry. While the arguments are mine, I acknowledge the many folks who helped me write it in the post. Ideas from an interesting conversation with Neel Krishnaswami came up again in a comment from Jeremy Gibbons. The universe has spoken: here’s what I think about cast notation.

First, here’s what Neel said:

I think that the argument in this note is a bit under theorized. As I see it, there are three fundamental forces at work:

1. Infix operators are hard to parse without extra side information (eg, precedence).

2. Center-embedding is hard to parse for psycholinguistic reasons.

3. Semantics is about relating things, and it is easier for people to see connections when the notational differences between the two things are small.

So when you compare

`cast(e, S, T)`

to`e <S => T>`

, the functional notation wins in point 1 and loses on point 2. This is because`cast(cast(e, S, T), T, U)`

has nested structure in a way that`e <S => T> <T => U>`

does not—the second one can parse as`exp cast*`

.I don’t know the work on gradual typing well enough to say with any confidence, but I would have expected the second notation to be a bit better for 3. The semantics of the term e is a map Γ -> S, and if the meaning of a cast is an embedding function S -> T, then [[ e <S => T> ]] = [[e]]; [[<S => T>]] — i.e., the parts of the term can be interpreted using composition in a diagrammatic order without changing the relative position of the subterms.

My guess in this last part is also an example of the dynamic that leads to bad notation — we pick our notation at the outset, based on a guess about which semantic properties are important, and we can get stuck with bad notation if the properties that actually are important differ from the ones we guessed when designing the notation. (Well, people can also just have bad taste, I guess.)

—Neel Krishnaswami, personal communication.

Both Neel and Jeremy zeroed in on a feature I really like about the `e <S => T>`

or `e :: S => T`

notations: they’re neatly diagrammatic. Jeremy goes further, noting that these notation suggess that cast might compose, as in `e <S=>T> <T=>U> ~= e <S=>U>`

.

If I were forced to choose a notation, I do think these two are the best… with a slight preference for `e :: S => T`

. (I think Phil Wadler introduced this notation, but I’m too tired to run it down just now. Let me know in the comments? **Edit:** thanks to James McKinna for pointing out the source—“Blame for all” by Ahmed et al.—in a comment, below!)

So why do I prefer a function? In short: the notations suggest identities which don’t actually hold.

## Casts don’t compose

Whether you’re casting between simple gradual types or dependent refinements… casts don’t actually compose! Consider a term `f : int -> ?`

, i.e., a function `f`

that takes an `int`

and returns… something.

We can cast `f`

to be purely dynamic, writing `f' = f :: (int -> ?) => (? -> ?)`

. These types are *compatible*, i.e., they differ only by having or not having a `?`

. Now eventually `f'`

may flow out of the dynamic part of our code and arrive at some context that thinks `f'`

ought to be a `bool -> bool`

function, casting it. So we get:

```
f' :: (? -> ?) => (bool -> bool) =
(f :: (int -> ?) => (? -> ?)) :: (? -> ?) => (bool -> bool) =
f :: (int -> ?) => (? -> ?) => (bool -> bool)
```

Now, composition would say that we ought to be able to convert the above to `f :: (int -> ?) => (bool -> bool)`

, but such a cast is statically forbidden—these types *aren’t* compatible because their domains are incompatible, i.e., you can never cast from `int`

to `bool`

! (If you’re surprised that compatibility isn’t transitive in this way, a whole literature awaits. I recommend Abstracting Gradual Typing by Garcia, Clark, and Tanter as a starting point: transitivity can fail.)

In the contracts world, `e :: S => T => U ~= e :: S => U`

is just as bad. What if `S = U = {x:Int|true}`

, but `T = {x:Int|x>0}`

. By eliminating the cast in the middle, we’ve forgotten to check that `e`

is positive! Such a forgetful semantics comes up as a possible space-efficient semantics, though you can do better.

## Cast congruence

Where Jeremy talked about composition of casts, Neel talked about compositional semantics: that is, the postfix notation directly suggested a diagrammatic denotation, as in `[[ e :: S => T ]] = [[ e ]] ; [[ S => T]]`

. My experience with casts suggests that this intuition isn’t a helpful one, for two reasons.

First: the key ingredient for space-efficient evaluation is *not* using conventional composition for casts, but rather treating casts in your continuation specially. That’s no ordinary semi-colon! A “cast congruence” lemma lets you recover conventional reasoning, but it takes quite some work to get there.

Second, treating casts as first class (i.e., utterable without being directly applied) forces you to think about very strange terms, like `<S1->S2 => T1->T2> <S1 => S2>`

. (Just… don’t. For why?) Just as for primitive operations, it’s simplest to force casts to be fully applied.

## Use coercions

I don’t like these notations for casts because they offer bad suggestions. A textual notation is modestly more cumbersome here, but it’s worth it for clarity to newcomers. It’s particularly worth skipping fancy notation in this setting, because casts are merely a technical device for a core calculus, not a part of the surface language.

But the real truth is: if you’re interested in higher-order runtime checks, you really should be using Henglein’s coercions anyway. (And check out Henglein and Rehof’s Scheme implemented on those principles while you’re at it.) Coercions are much clearer than casts, compose naturally, and are the source of space efficiency and fast implementations. What’s more, blame safety for coercions is straightforward… it’s syntactic!

## Postscript: the beam in my eye

You might say, “Well, Michael, it seems like all* your* papers use the `<S => T> e`

notation. Who are you to judge?”

I used that notation first for POPL 2010, when we (me, Benjamin Pierce, and Stephanie Weirich) tried to figure out whether or not contracts and hybrid types were the same. (They are at simple types. They aren’t if you have dependency—they treat “abusive”, self-contradictory contracts differently.) I just stole Cormac Flanagan’s notation from Hybrid Type Checking, changing an `\rhd`

to a `\Rightarrow`

. (Ugh, why change it at all? My guess: I could draw `\Rightarrow`

better on the board.)

I’ve stuck with that notation… and that’s the heart of the problem. People get used to a board notation, and then they decide that their preferred shorthand is what should go in the paper. What’s good for you when you’re doing the work may not be helpful or even clear to new folks.

I like Neel’s final diagnosis. Don’t invent a notation in the *first* paper. Use whatever you want on the board, but publish with text first. Like a good stew, your notation will be better on the second day, once the flavors have had time to marry. Later on, if you decide you do need a notation, you’ll know exactly which identities you want your notation to suggest… and which it should *not* suggest!

Michael,

thanks again for the provocation in your SIGPLAN blog piece, and the follow-up here focusing in on cast notation.

In his 2015 SNAPL paper “A Complement to blame”, Phil Wadler attributes the introduction of the ‘e : S => T’ notation (NB single colon!) to the 2011 POPL paper “Blame for All” (with Amal Ahmed, Robby Findler and Jeremy Siek), in the course of an interesting discussion of (the evolution of) notation for contracts, casts and blame over a 15–20 year period.

The discussion makes clear that it indeed can take a long time for the judicious choice of symbolism to emerge, measured in terms of cognitive load as you have it in your SIGPLAN article; in Phil’s case, he makes clear the appeal to two factors, left-to-right reading (for Western authors! a reminder to check our privilege, if ever there was one) order, together with the ‘free ride’ of being able to concatenate two casts, but *not* eliding the middle term (as Jeremy or others might unwittingly surmise as a further potential ‘free ride’).

Interestingly, Phil makes a separate point there, namely that using a C-like cast notation (he mentions Siek/Taha postfix ‘@’, but… mutatis mutandis) appears to require cast reduction to depend on type inference, in order to be able to push through casts at higher type in the ‘usual’ (Wrap) rule. So his justification for source/target casting (and the subsequent notational choice) has a semantic component to it, as well as the visual.

But it seems that if you take our 2019 WGT paper which uses an ‘unwrapped’ rule for higher-type casts, then such a rule would work perfectly fine, if more opaquely, written ‘@’-style (

~~I’d write it, if I could figure out how to do so cleanly in markdown~~[fixed –MMG]). A pity we didn’t notice that at the time, though!2019 WGT:

versus

And then the choice between notation ‘M @ A’ versus your preference for Carnapian functor/argument style ‘cast(M, A)’ (say), starts to seem a more modest cognitive gap to have to bridge… and with no ‘accidental’ free rides, either: ‘M @ A @ B’ can’t (seemingly) elide ‘A’ without doing some (object-level) reduction. But even then, how much of this is itself a ‘happy’ accident of our particular (syntactic and semantic) choices?