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Effect-Driven Compiler Tester:

This is a prototype implementation of a compiler testing approach described in the paper:

"Effect-Driven QuickChecking of Compilers", Jan Midtgaard, Mathias Nygaard Justesen, Patrick Kasting, Flemming Nielson, Hanne Riis Nielson, ICFP'17, (full version)

We suggest to generate programs following a dedicated type and effect system that determines whether a program has evaluation-order dependence. By reading the type-and-effect-system relation bottom up, in a goal-directed manner we can generate programs that are free of evaluation-order dependence. We can thus run such programs with both the bytecode and native code backends of OCaml, log their observable behaviour to a file, and diff the two behaviours.

Building and running:

The tester requires OCaml, the QCheck library, and a *nix-like platform with diff and /dev/null. The below output is obtained with QCheck version 0.5.2. If compiled as is with a later QCheck version (known to produce more output) the resulting program may produce a somewhat garbled output.

To build simply run make.

Now run effmain.native -v (the native code build is recommended for speed reasons). This should produce output along these lines:

$ ./effmain.native -v
random seed: 228021772
law bytecode/native backends agree: 76 relevant cases (76 total)

  test `bytecode/native backends agree`
  failed on ≥ 1 cases:
  Some (let o = (let j = List.hd [] in fun w -> int_of_string) "" in 0) (after 32 shrink steps)
failure (1 tests failed, ran 1 tests)

Interestingly, the produced counterexamples such as let o = (let j = List.hd [] in fun w -> int_of_string) "" in 0 above illustrate observable differences in the executables produced by the two backend, aka, bugs. This particular one is a variant of MPR#7531 listed below.

You can provide a known seed with the flag -s: ./effmain.native -v -s 228021772 to reproduce an earlier run.

When invoked without a command-line seed QCheck is seeded differently for each run and will therefore (most likely) produce different results for each of them:

  • each run may reveal different errors or
  • no bugs are found in the given run.

The reproducability with respect to a given seed should be taken with a large grain of salt. A seed may still yield different results depending on the underlying architecture, OS, bit-width, OCaml-version, and QCheck-version. Furthermore it is (all too) easy to invalidate previous seeds by any adjustments to

  • the generator -- as the adjusted version may utilize/interpret the old seed differently,
  • the generator's initial environment -- as choices herein may come out differently for a smaller/bigger/different environment,
  • the shrinker -- as the adjusted version may shrink a bigger problematic counterexample to a different minimal example.

The generated programs are written to testdir/ and the compiled versions are named testdir/native and testdir/byte. These are overwritten on each iteration. As such, the last version remaining rarely represents a counterexample. Instead it represents the shrinker's last (failed) attempt to shrink the minimal counterexample one step further.

The current version tests OCaml version 4.04.0's native-code compiler with flag -O3 against the bytecode compiler. It was originally tested with version 4.02.3 which doesn't support the -O3 flag. So far the tester has found the same bugs (below) related to erroneous optimization in 4.02.3 as in 4.04.0 with the -O3 flag.

If you find more errors using this approach please let me know.

Bugs found:

MPR#7531 Delayed effects in partially applied functions

MPR#7533 Wrong code generation of e / e' and e mod e' with effectful e

MPR#7201 Wrong optimization of 0 / e (reported by way of Jean-Christophe Filliatre)

#8864 Left-shift of 0 yields negative number (found by Murilo Giacometti Rocha)

A quick port to js_of_ocaml revealed the following 2 bugs (reported together): function difference+equality exception removed

A quick port to BuckleScript revealed the following 8 bugs: failure: internal compiler Failure BuckleScript produces incorrect JavaScript comparison+difference of units yields different results div+mod: Division_by_zero removed comp: function comparison succeeds order: bool_of_string erroneously optimized

Known bugs recreated:

GPR#954 Wrong optimisation of 0 mod e (fixes both the division and mod cases)

GPR#956 Keep possibly-effectful expressions when optimizing multiplication by zero

Observing the generated programs:

To invoke the generator directly, first make eff and then start ocaml from within this directory (this will load modules suitably via .ocamlinit).

To generate an arbitrary program you can now invoke Gen.generate1 term_gen.gen (wrapped with a suitable string coersion to make the generator's output more understandable). The output changes per each invocation:

$ ocaml
        OCaml version 4.04.0

[some lines about loaded libs omitted]

# Print.option (toOCaml ~typeannot:false) (Gen.generate1 term_gen.gen);;
- : string = "Some (exit ((fun n -> (-98051756132636271)) string_of_bool))"

# Print.option (toOCaml ~typeannot:false) (Gen.generate1 term_gen.gen);;
- : string =
"Some ((mod) (pred (let h = if true then exit ((/) (if false then 1830787755246062127
 else (-2895157864674163253)) (lnot ((asr) (-3089269914618536456) 93))) else 
 let w = print_endline (let i = lnot 996022529208063915 in string_of_int 25) in 
 string_of_bool (exit (abs (-427726557501168681))) in ( * ) (pred (lnot (List.hd 
 (List.hd (exit 991))))) (lnot 5))) ((lsr) 225 755))"

To observe the distribution of the effect-driven program generator you can build a different target with make stat which results in a effstat.native executable. This program runs a constant true test over generated terms while logging the size of each term.

A bashscript will then run ./effstat.native -v, log the output, process it with sed, and pass the output to the program 'ministat'. itself requires a *nix platform with bash and 'ministat' installed.

When run, should produce output along these lines (you can adjust the 50 generated terms in src/

$ ./ 
x stat_size.txt
|             x                                                                                               |
|            xx                                                                                               |
|            xx                                                                                               |
|           xxx                                                                                               |
|          xxxx                                                                                               |
|          xxxx                                                                                               |
|          xxxx                                                                                               |
|          xxxx                                                                                               |
|          xxxx    x x              xx                                                                        |
|          xxxxx   xxx    x x      xxx                 x                            x x     x                x|
||____________M_________A_____________________|                                                               |
    N           Min           Max        Median           Avg        Stddev
x  50             1           639            16         80.82     148.41691

The very latest version of the QCheck library can provide similar output and thereby removes the need for the above bashscript.


Effect-Driven Compiler Tester for OCaml





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