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Tradeoffs of concrete types defined as subobjects
Often, it is possible to define a concrete type as a subobject of another concrete type. Take eg the unit circle in the complex plane. It is naturally a submonoid (nevermind that it is actually a subgroup, we currently can't talk about subgroups of fields), so one natural definition would be
-- Subobject design
def circle : Submonoid Complex where
carrier := {x : Complex | ‖x‖ = 1}
...
The other option would be to define it as a custom structure:
-- Custom Structure design
structure Circle : Type where
val : Complex
norm_val : ‖val‖ = 1
Finally, an intermediate option would be to define it as the coercion to Type
of a subobject:
-- Coerced Subobject design
def Circle : Type := circle -- possibly replacing `circle` by its definition
This page is about the tradeoffs in picking one definition over another.
In the Subobject design, all instances about circle
are actually about ↥circle
where ↥
is CoeSort.coe
. Eg Foo circle
is secretly Foo ↥circle
. This makes the head symbol be CoeSort.coe
, meaning that typeclass search will try unifying every Foo ↥someSubobject
instance with Foo ↥circle
. In doing so, it will try unifying every subobject someSubobject
with a Foo
instance with circle
. This is potentially really expensive.
The Coerced Subobject and Custom Structure designs do not suffer from this performance penalty.
See #12386 for an example where switching from the Subobject design (ringOfIntegers
) to the Coerced Subobject design (RingOfIntegers
) dramatically increased performance.
In the Subobject design, x : circle
really means x : ↥circle
, namely that x
has type Subtype _
. This means that dot notation x.foo
resolves to Subtype.foo x
rather than the expected circle.foo x
.
The Coerced Subobject and Custom Structure designs do not suffer from this (unexpected) behavior.
See #15021 for an example where switching from the Subobject design (ProbabilityTheory.kernel
) to the Custom Structure design (ProbabilityTheory.Kernel
) was motivated by access to dot notation.
In the Subobject and Coerced Subobject designs, the fields of ↥circle
/Circle
are val
and property
, as coming from Subtype
. This leads to potentially uninforming code of the form
-- Subobject design
def foo : circle where
val := 1
property := by simp
-- Coerced subobject design
def bar : Circle where
val := 1
property := by simp
In the Custom Structure design, projections can be custom-named, leading to more informative code:
def baz : Circle where
val := 1
norm_val := by simp
In the Coerced Subobject and Custom Structure designs, generic instances about subobjects do not apply and must be copied over manually. In the Coerced Subobject design, they can easily be transferred/derived:
def Circle : Type := circle
deriving TopologicalSpace
instance : MetricSpace Circle := Subtype.metricSpace
In the Custom Structure design, these instances must be either copied over manually or transferred some kind of isomorphism.
The Subobject design, by definition, lets all generic instances apply.
Aspect | Subobject | Coerced Subobject | Custom Structure |
---|---|---|---|
Typeclass search | Possibly expensive | Fast | Fast |
Dot notation | ✗ | ✓ | ✓ |
Custom named projections | ✗ | ✗ | ✓ |
Generic instances | automatic | easy to transfer | hard to transfer but could be improved |