mrushyendra / G2

G2 performs lazy symbolic execution of Haskell programs to detect state reachability. It is capable of generating assertion failure counterexamples and solving for higher-order functions.

G2 Haskell Symbolic Execution Engine

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About

G2 performs lazy symbolic execution of Haskell programs to detect state reachability. It is capable of generating assertion failure counterexamples and solving for higher-order functions.

For instance, suppose we have a function add that sums two Peano numbers:

data Peano = Succ Peano | Zero deriving (Show, Eq)

add :: Peano -> Peano -> Peano
add Zero p = p
add (Succ p) p2 = add p (Succ p2)

along with the assertion:

equalsFour :: Peano -> Peano -> Peano -> Bool
equalsFour _ _ p = toInt p == 4

When G2 is run as follows:

cabal run G2 ./tests/Samples/Peano.hs add -- --merge-states --assert equalsFour

It yields several counterexamples, some of which are illustrated here:

add (Succ (Succ (Succ Zero))) (Succ (Succ Zero)) = Succ (Succ (Succ (Succ (Succ Zero))))
add (Succ (Succ (Succ Zero))) Zero = Succ (Succ (Succ Zero))
add Zero (Succ (Succ (Succ Zero))) = Succ (Succ (Succ Zero))
add Zero (Succ (Succ Zero)) = Succ (Succ Zero)

The repository also contains G2Q, which allows haskell constraint programming with Haskell predicates, as well as G2QMerge, which is an extension of G2Q that integrates State Merging.

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Dependencies

• GHC 8.2.2: https://www.haskell.org/ghc/
• Custom Haskell Standard Library: https://github.com/AntonXue/base-4.9.1.0
• Z3 SMT Solver: https://github.com/Z3Prover/z3

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Setup:

1. Install GHC 8.2.2 (other GHC 8 versions might also work)
2. Install Z3
3. Either:

a) Pull the Custom Haskell Standard Library into ~/.g2 by running bash base_setup.sh

b) Manually pull the base library. Add a file to the G2 folder, called g2.cfg that contains: base = /path/to/custom/library

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Command line:

Reachability:

cabal run G2 ./tests/Samples/Peano.hs add

LiquidHaskell:

cabal run G2 -- --liquid ./tests/Liquid/Peano.hs --liquid-func add

G2QMerge:

cabal run G2M (Assumes that functions to be run are contained in g2m/Main.hs)

Arguments:

• --n number of reduction steps to run
• --max-outputs number of inputs/results to display
• --smt Pass "z3" or "cvc4" to select a solver [Default: Z3]
• --time Set a timeout in seconds
• --merge-states Enable state merging. (Not compatible with LiquidHaskell)

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Authors

• Bill Hallahan (Yale)
• Anton Xue (Yale)
• Rushyendra Maganty (Yale)
• Maxwell Troy Bland (UCSD)
• Ranjit Jhala (UCSD)
• Ruzica Piskac (Yale)