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inference

The CakeML type inferencer.

Includes a translation of "specification-level" code into a cv_compute-based presentation. This is done in a number of stages. The base complication is the fact that the HOL unification algorithm is expressed over a different type (α term with constructors: Var, Const and Pair) from the one we want to use (infer_t with constructors: Infer_Tvar_db, Infer_Tapp and Infer_Tuvar), and uses finite maps to represent its substitutions.

The HOL presentation does provide a version of unify that uses sptrees instead of finite-maps (sunify), but we do the conversion to the infer_t type with the functions

    encode_infer_t : infer_t -> atom term
    decode_infer_t : atom term -> infer_t

eventually deriving

    cunify : infer_t num_map -> infer_t -> infer_t -> 
             infer_t num_map option

The second problem is that cunify features nested recursion and a complicated precondition to guarantee termination. The next part of the translation is to create an equivalent tail-recursive formulation of cunify which can be more readily translated into cv_compute land. This process generates a tcunifywl. The tc prefix indicates that it tail-calls, and the wl suffix says that the process of contification has made the presentation use a "work-list".

Guard Removal

There are four important theorems proved for every tail-recursive constant (cunify and its auxiliaries):

{const}_preserves_precond: |- !x y. precond x /\ {const}_code x = INL y ==> precond y

{const}_ensures_decrease: |- !x y. precond x /\ {const}_code x = INL y ==> {const}R y x

WF_{const}R: |- !x. precond x ==> WF ({const}R x)

{const}_tcallish: |- !x. precond x ==> {const} x = TAILCALL {const}_code {const} x

The {const}_code is of type returning a sum, where the INL corresponds to a recursive tail-call and the INR case corresponds to terminating.

These can then be used to prove the {const}_pre results, which are of the form

precond x ==> {const}_pre args

The strategy is to set up a well-founded induction with WF_{const}R, and to then exploit the fact that {const}_pre is "basically" an inductive relation defined on the basis of

  !y. {const}_code x = INL y ==> {const}_pre y
----------------------------------------------
                {const}_pre x

We can use the inversion ("cases") theorem for this inductive relation, and the fact that {const}_code reduces the relation to get the induction to go through.

inferPropsScript.sml: Various lemmas that are handy in the soundness and completeness proofs of the type inferencer.

inferScript.sml: Definition of CakeML's type inferencer.

infer_cvScript.sml: Translating inferTheory to cv equations for use with cv_eval

infer_tScript.sml: The infer_t datatype and various to_string functions.

proofs: This directory contains the correctness proofs for the type inferencer: both soundness and completeness proofs.

tests: This directory contains tests that evaluate the type inferencer inside the logic of HOL.

unifyLib.sml: Code that makes evaluating the unification algorithm easy.

unifyScript.sml: Defines a unification algorithm for use in the type inferencer. Based on the triangular unification algorithm in HOL/examples/unification/triangular/first-order. We encode our CakeML types into the term structure used there and them bring over those definitions and theorems.

unify_cvScript.sml: Translating unifyTheory to cv equations for use with cv_eval