An open API service indexing awesome lists of open source software.

https://github.com/formalsec/smtml

An SMT solver frontend for OCaml
https://github.com/formalsec/smtml

alt-ergo bitwuzla colibri2 cvc5 ocaml smt smt-lib symbolic-execution webassembly z3

Last synced: 3 months ago
JSON representation

An SMT solver frontend for OCaml

Awesome Lists containing this project

README

          

# Smt.ml [![Build badge](https://github.com/formalsec/smtml/actions/workflows/build.yml/badge.svg)](https://github.com/formalsec/smtml/actions) [![Coverage Status](https://coveralls.io/repos/github/formalsec/smtml/badge.svg)](https://coveralls.io/github/formalsec/smtml) [![MIT](https://img.shields.io/github/license/formalsec/smtml)](LICENSE) ![Platform](https://img.shields.io/badge/platform-linux%20%7C%20macos-lightgrey)

Smt.ml is an SMT solver frontend for OCaml that simplifies integration
with various solvers through a consistent interface. Its parametric
encoding facilitates the easy addition of new solver backends, while
optimisations like formula simplification, result caching, and detailed
error feedback enhance performance and usability.

## Installation

### OPAM

Install [opam](https://opam.ocaml.org/doc/Install.html) and bootstrap the OCaml compiler:

```sh
$ opam init
$ opam switch create 5.3.0 5.3.0
```

Then install encoding:

```sh
$ opam install smtml
```

### Installing a Solver

Smt.ml uses optional dependencies (known as `depopts` in opam) to integrate
with different SMT solvers. By default, Smt.ml installs without a solver, but
you can enable support for a specific solver by installing it with opam.
For example, to install smtml with Z3:

```sh
$ opam install smtml z3
```

Alternatively, if you've already installed Smt.ml through opam, you can simply
install the solver of your choice and opam will recompile smtml for you.
For example, to install Z3 after installing smtml:

```sh
$ opam install z3
```

See the [Supported Solvers](#supported-solvers) section below for a complete
list of available solvers.

### Build from source

Clone the repo and install the dependencies:

```sh
$ git clone https://github.com/formalsec/smtml.git
$ cd smtml
$ opam install . --deps-only --with-test
```

Build and test:

```sh
$ dune build @install
$ dune runtest
```

Install `smtml` on your path by running:

```sh
$ dune install
```

### Code Coverage Reports

```sh
$ BISECT_FILE=`pwd`/bisect dune runtest --force --instrument-with bisect_ppx
$ bisect-ppx-report summary # Shell summary
$ bisect-ppx-report html # Detailed Report in _coverage/index.html
```

## Quick Start

```ocaml
# #require "smtml";;
# open Smtml;;
# #install_printer Expr.pp;;
# #install_printer Value.pp
# #install_printer Symbol.pp
# #install_printer Statistics.pp;;
# let pp_model = Model.pp ~no_values:false;;
val pp_model : Model.t Fmt.t =
# #install_printer pp_model;;

# module Z3 = Solver.Batch (Z3_mappings);;
module Z3 :
sig
type t = Smtml.Solver.Batch(Smtml.Z3_mappings).t
type solver = Smtml.Solver.Batch(Smtml.Z3_mappings).solver
val solver_time : float ref
val solver_count : int ref
val pp_statistics : t Fmt.t
val create : ?params:Smtml.Params.t -> ?logic:Smtml.Logic.t -> unit -> t
val interrupt : t -> unit
val clone : t -> t
val push : t -> unit
val pop : t -> int -> unit
val reset : t -> unit
val add : t -> Expr.t list -> unit
val add_set : t -> Expr.Set.t -> unit
val get_assertions : t -> Expr.t list
val get_statistics : t -> Statistics.t
val check : t -> Expr.t list -> [ `Sat | `Unknown | `Unsat ]
val check_set : t -> Expr.Set.t -> [ `Sat | `Unknown | `Unsat ]
val get_value : t -> Expr.t -> Expr.t
val model : ?symbols:Symbol.t list -> t -> Model.t option
val get_sat_model :
?symbols:Symbol.t list ->
t -> Expr.Set.t -> [ `Model of Model.t | `Unknown | `Unsat ]
end
# let solver = Z3.create ();;
val solver : Z3.t =

# let cond =
let a = Expr.symbol (Symbol.make Ty.Ty_bool "a") in
let b = Expr.symbol (Symbol.make Ty.Ty_bool "b") in
Expr.(binop Ty_bool And a (unop Ty_bool Not b));;
val cond : Expr.t = (bool.and a (bool.not b))

# match Z3.check solver [ cond ] with
| `Sat -> "Satisfiable"
| `Unsat -> "Unsatisfiable"
| `Unknown -> "Unknown";;
- : string = "Satisfiable"
```

## Features & Usage

### Multi-Solver Support

```ocaml
# module Z3 = Solver.Batch (Z3_mappings);;
...
# module Bzla = Solver.Batch (Bitwuzla_mappings);;
...
```

### Bitvector Arithmetic

```ocaml
# let cond =
let x = Expr.Bitv.I32.sym "x" in
let y = Expr.Bitv.I32.v 0xdeadbeefl in
let sum = Expr.(binop (Ty_bitv 32) Add x y) in
Expr.(relop Ty_bool Eq sum (Expr.Bitv.I32.v 0xffffffffl));;
val cond : Expr.t = (bool.eq (i32.add x -559038737) -1)

# let model =
let () = Z3.add solver [ cond ] in
let _ = Z3.check solver [] in
Z3.model solver
val model : Model.t option = Some (model
(x i32 559038736))
```

### Model Inspection

```ocaml
# match model with
| Some model -> Model.get_bindings model
| None -> []
- : (Symbol.t * Value.t) list = [(x, 559038736)]
```

### Solver Statistics

```ocaml
# let stats = Z3.get_statistics solver;;
val stats : Statistics.t =
((added eqs 4)
(arith-make-feasible 2)
(arith-max-columns 4)
(bv bit2core 32)
(del clause 2)
(final checks 2)
(max memory 17.15)
(memory 17.15)
(mk bool var 38)
(mk clause 3)
(num allocs 11363)
(num checks 2)
(propagations 3)
(rlimit count 262))
```

## Supported Solvers

| Solver | Status | Opam Package |
|------------|:-------:|--------------|
| [Z3] | ☑️ | [z3](https://opam.ocaml.org/packages/z3/) |
| [Colibri2] | ☑️ | [colibri2](https://opam.ocaml.org/packages/colibri2/) |
| [Bitwuzla] | ☑️ | [bitwuzla-cxx](https://opam.ocaml.org/packages/bitwuzla-cxx/) |
| [Alt-Ergo] | ☑️ | [alt-ergo](https://opam.ocaml.org/packages/alt-ergo/) |
| [cvc5] | ☑️ | [cvc5](https://opam.ocaml.org/packages/cvc5/) |
| [Minisat] | 📆 | [minisat](https://opam.ocaml.org/packages/minisat/) |

#### Legend

- ☑️ Solver is currently supported
- 🔄 Ongoing work to support solver
- 📆 Planned to support in the future

## About

### Project Name

The name `Smt.ml` is a portmanteau of the terms `SMT` and `OCaml`. The `.ml`
extension is a common file extension for OCaml source files. The library itself
is named `smtml` and can be imported into OCaml projects by:

```dune
(library
(name client_library)
(libraries smtml))
```

### Changelog

See [CHANGES]

### Copyright

MIT License

Copyright (c) 2024 formalsec

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

[Z3]: https://github.com/Z3Prover/z3
[Colibri2]: https://git.frama-c.com/pub/colibrics
[Bitwuzla]: https://github.com/bitwuzla/ocaml-bitwuzla
[Alt-Ergo]: https://github.com/OCamlPro/alt-ergo
[CVC5]: https://github.com/cvc5/cvc5
[Minisat]: https://github.com/c-cube/ocaml-minisat

[CHANGES]: /CHANGES.md