## Section: Research Program

### Language extensions for the scaling of proof assistants

The development of tools to construct software systems that respect
a given specification is a major challenge of current and future research
in computer science. Certified programming with dependent types has
recently attracted a lot of interest, and Coq is the *de facto*
standard for such endeavours, with an increasing number of users,
pedagogical resources, and large-scale projects. Nevertheless, significant
work remains to be done to make Coq more usable from a software engineering
point of view. The Gallinette team proposes to make progress on three
lines of work: (i) the development of gradual certified programming,
(ii) the integration of imperative features and object polymorphism
in Coq, and (iii) the development of robust tactics for proof engineering
for the scaling of formalised libraries.

#### Gradual Certified Programming

One of the main issues faced by a programmer starting to internalise in a proof assistant code written in a more permissive world is that type theory is constrained by a strict type discipline which lacks flexibility. Concretely, as soon that you start giving more a precise type/specification to a function, the rest of the code interacting with this functions needs to be more precise too. To address this issue, the Gallinette team will put strong efforts into the development of gradual typing in type theory to allow progressive integration of code that comes from a more permissive world.

Indeed, on the way to full verification, programmers can take advantage of a gradual approach in which some properties are simply asserted instead of proven, subject to dynamic verification. Tabareau and Tanter have made preliminary progress in this direction [107]. This work, however, suffers from a number of limitations, the most important being the lack of a mechanism for handling the possibility of runtime errors within Coq. Instead of relying on axioms, this project will explore the application of Section 3.3 to embed effects in Coq. This way, instead of postulating axioms for parts of the development that are too hard/marginal to be dealt with, the system adds dynamic checks. Then, after extraction, we get a program that corresponds to the initial program but with dynamic check for parts that have not been proven, ensuring that the program will raise an error instead of going outside its specification.

This will yield new foundations of gradual certified programming, both more expressive and practical. We will also study how to integrate previous techniques with the extraction mechanism of Coq programs to OCaml, in order to exploit the exception mechanism of OCaml.

#### Imperative features and object polymorphism in the Coq proof assistant

##### Imperative features.

Abstract data types (ADTs) become useful as the size of programs grows since they provide for a modular approach, allowing abstractions about data to be expressed and then instantiated. Moreover, ADTs are natural concepts in the calculus of inductive constructions. But while it is easy to declare an ADT, it is often difficult to implement an efficient one. Compare this situation with, for example, Okasaki's purely functional data structures [97] which implement ADTs like queues in languages with imperative features. Of course, Okasaki's queues enforce some additional properties for free, such as persistence, but the programmer may prefer to use and to study a simpler implementation without those additional properties. Also in certified symbolic computation (see 3.5.3), an efficient functional implementation of ADTs is often not available, and efficiency is a major challenge in this area. Relying on the theoretical work done in 3.3, we will equip Coq with imperative features and we will demonstrate how they can be used to provide efficient implementations of ADTs. However, it is also often the case that imperative implementation are hard-to-reason-on, requiring for instance the use of separation logic. But in that case, we could take benefice of recent works on integration of separation logic in the Coq proof assistant and in particular the Iris project http://iris-project.org/.

##### Object polymorphism.

Object-oriented programming has evolved since its foundation based on the representation of computations as an exchange of messages between objects. In modern programming languages like Scala, which aims at a synthesis between object-oriented and functional programming, object-orientation concretely results in the use of hierarchies of interfaces ordered by the subtyping relation and the definition of interface implementations that can interoperate. As observed by Cook and Aldrich [49], [32], interoperability can be considered as the essential feature of objects and is a requirement for many modern frameworks and ecosystems: it means that two different implementations of the same interface can interoperate.

Our objective is to provide a representation of object-oriented programs, by focusing on subtyping and interoperability.

For subtyping, the natural solution in type theory is coercive subtyping [83], as implemented in Coq, with an explicit operator for coercions. This should lead to a shallow embedding, but has limitations: indeed, while it allows subtyping to be faithfully represented, it does not provide a direct means to represent union and intersection types, which are often associated with subtyping (for instance intersection types are present in Scala). A more ambitious solution would be to resort to subsumptive subtyping (or semantic subtyping [56]): in its more general form, a type algebra is extended with boolean operations (union, intersection, complementing) to get a boolean algebra with operators (the original type constructors). Subtying is then interpreted as the natural partial order of the boolean algebra.

We propose to use the type class machinery of Coq to implement semantic subtyping for dependent type theory. Using type class resolution, we can emulate inference rules of subsumptive subtyping without modifying Coq internally. This has also another advantage. As subsumptive subtyping for dependent types should be undecidable in general, using type class resolution allows for an incomplete yet extensible decision procedure.

#### Robust tactics for proof engineering for the scaling of formalised libraries

When developing certified software, a major part of the effort is
spent not only on writing proof scripts, but on *rewriting* them,
either for the purpose of code maintenance or because of more significant
changes in the base definitions. Regrettably, proof scripts suffer
more often than not from a bad programming style, and too many proof
developers casually neglect the most elementary principles of well-behaved
programmers. As a result, many proof scripts are very brittle, user-defined
tactics are often difficult to extend, and sometimes even lack a clear
specification. Formal libraries are thus generally very fragile pieces
of software. One reason for this unfortunate situation is that proof
engineering is very badly served by the tools currently available
to the users of the Coq proof assistant, starting with its tactic
language. One objective of the Gallinette team is to develop better
tools to write proof scripts.

Completing and maintaining a large corpus of formalised mathematics
requires a well-designed tactic language. This language should both
accommodate the possible specific needs of the theories at stake,
and help with diagnostics at refactoring time. Coq's tactic language
is in fact two-leveled. First, it includes a basic tactic language,
to organise the deductive steps in a proof script and to perform the
elementary bureaucracy. Its second layer is a meta-programming language,
which allows user to defined their own new tactics at toplevel. Our
first direction of work consists in the investigation of the appropriate
features of the *basic tactic language*. For instance, the design
of the Ssreflect tactic language, and its support for the small scale
reflection methodology [62], has been a
key ingredient in at least two large scale formalisation endeavours:
the Four Colour Theorem [61] and of the Odd Order
Theorem [60]. Building on our experience with the Ssreflect
tactic language, we will contribute to the ongoing work on the basic
tactic language for Coq. The second objective of this task is to contribute
to the design of a *typed tactic language*. In particular, we
will build on the work of Ziliani and his collaborators [110],
extending it with reasoning about the effects that tactics have on
the “state of a proof” (e.g. number of sub-goals, metavariables in
context). We will also develop a novel approach for incremental type
checking of proof scripts, so that programmers gain access to a richer
discovery- engineering interaction with the proof assistant.