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Tradeoff of defining types as subobjects
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| --- | ||
| author: 'Yaël Dillies' | ||
| category: 'Design patterns' | ||
| date: 2025-12-10 14:00:00 UTC+02:00 | ||
| description: 'Comparison of the different ways to define types from existing supertypes' | ||
| has_math: true | ||
| link: '' | ||
| slug: tradeoff-of-defining-types-as-subobjects | ||
| tags: '' | ||
| title: Tradeoffs of defining types as subobjects | ||
| type: text | ||
| --- | ||
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| It often happens in formalisation that a type of interest is a subobject of another type of interest. | ||
| For example, the unit circle in the complex plane is naturally a submonoid[^1]. | ||
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| What is the best way of defining this unit circle on top of `Complex`? | ||
| This blog post examines the pros and cons of the available designs. | ||
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| <!-- TEASER_END --> | ||
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| ## The available designs | ||
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| We will illustrate the various designs using the "circle in the complex plane" example. | ||
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| The first option, most loyal to the description of the unit circle | ||
| as a submonoid of the complex plane, is to simply define the unit circle as a `Submonoid Complex`. | ||
| We will call the "Subobject design". | ||
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| ```lean | ||
| -- Subobject design | ||
| def circle : Submonoid Complex where | ||
| carrier := {x : Complex | ‖x‖ = 1} | ||
| one_mem' := sorry | ||
| mul_mem' := sorry | ||
| ``` | ||
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| The second obvious choice would be to define the unit circle as a custom structure. | ||
| We call this the "Custom Structure" design. | ||
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| ```lean | ||
| -- Custom Structure design | ||
| structure Circle : Type where | ||
| val : Complex | ||
| norm_val : ‖val‖ = 1 | ||
| ``` | ||
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| Finally, an intermediate option would be to define it as the coercion to `Type` of a subobject. | ||
| We call this the "Coerced Subobject" design. | ||
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| ```lean | ||
| -- Coerced Subobject design | ||
| def Circle : Type := circle -- possibly replacing `circle` by its definition | ||
| ``` | ||
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| ## Dot notation | ||
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| 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`. | ||
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| The Coerced Subobject and Custom Structure designs do not suffer from this (unexpected) behavior. | ||
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| See [#15021](https://github.com/leanprover-community/mathlib4/pull/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. | ||
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| ## Custom named projections | ||
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| In the Subobject and Coerced Subobject designs, the fields of `↥circle`/`Circle` | ||
| are `val` and `property`, as coming from `Subtype`. | ||
| This leads to potentially uninformative code of the form | ||
| ```lean | ||
| -- Subobject design | ||
| def foo : circle where | ||
| val := 1 | ||
| property := by simp | ||
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| -- Coerced subobject design | ||
| def bar : Circle where | ||
| val := 1 | ||
| property := by simp | ||
| ``` | ||
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| In the Custom Structure design, projections can be custom-named, leading to more informative code: | ||
| ```lean | ||
| def baz : Circle where | ||
| val := 1 | ||
| norm_val := by simp | ||
| ``` | ||
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| ## Generic instances | ||
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| 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: | ||
| ```lean | ||
| def Circle : Type := circle | ||
| deriving TopologicalSpace | ||
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| instance : MetricSpace Circle := Subtype.metricSpace | ||
| ``` | ||
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| In the Custom Structure design, these instances must either | ||
| be copied over manually or transferred using some kind of isomorphism. | ||
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| The Subobject design, by definition, lets all generic instances apply. | ||
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| ## Conclusion | ||
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| Here is a table compiling the above discussion. | ||
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| | Aspect | Subobject | Coerced Subobject | Custom Structure | | ||
| |--|--|--|--| | ||
| | Dot notation | ✗ | ✓ | ✓ | | ||
| | Custom named projections | ✗ | ✗ | ✓ | | ||
| | Generic instances | automatic | easy to transfer | hard to transfer but could be improved | | ||
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| In conclusion, the Custom Structure design is superior in performance and usability | ||
| at the expense of a one-time overhead cost when transferring generic instances. | ||
| The Subobject design is still viable for types that see little use, | ||
| so as to avoid the instance transferring cost. | ||
| Finally, the Coerced Subobject is a good middle ground | ||
| when having custom named projections is not particularly necessary. | ||
| It could also reasonably be used as an intermediate step | ||
| when refactoring from the Subobject design to the Custom Structure design. | ||
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| ## Further concerns | ||
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| Subobjects are not the only ones having a coercion to `Type`: | ||
| Concrete categories are categories whose objects can be interpreted as types, | ||
| and there usually is a coercion from such a category to `Type`. | ||
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| For example, | ||
| [`AlgebraicGeometry.Scheme`](https://leanprover-community.github.io/mathlib4_docs/find/?pattern=AlgebraicGeometry.Scheme#doc) | ||
| sees widespread use in algebraic geometry and | ||
| [`AlgebraicGeometry.Proj`](https://leanprover-community.github.io/mathlib4_docs/find/?pattern=AlgebraicGeometry.Proj#doc) | ||
| is a term of type `Scheme` that is also used as a type. | ||
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| This raises issues of its own, as `Proj 𝒜` is (mathematically) | ||
| also a smooth manifold for some graded algebras `𝒜`. | ||
| Since terms only have one type, we can't hope to have | ||
| both `Proj 𝒜 : Scheme` and `Proj 𝒜 : SmoothMnfld`[^2]. | ||
| One option would be to have a separate `DifferentialGeometry.Proj 𝒜` of type `SmoothMnfld`. | ||
| Another one would be to provide the instances | ||
| saying that `AlgebraicGeometry.Proj 𝒜` is a smooth manifold. | ||
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| [^1]: Nevermind that it is actually a subgroup. Mathlib currently can't talk about subgroups of fields. | ||
| [^2]: The `SmoothMnfld` category does not exist yet in Mathlib | ||
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