packages feed

grisette-0.4.0.0: test/Grisette/Backend/SBV/Data/SMT/CEGISTests.hs

{-# LANGUAGE BinaryLiterals #-}
{-# LANGUAGE DataKinds #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE TypeApplications #-}
{-# LANGUAGE TypeOperators #-}

module Grisette.Backend.SBV.Data.SMT.CEGISTests (cegisTests) where

import Control.Monad.Except (ExceptT, runExceptT)
import Data.Proxy (Proxy (Proxy))
import qualified Data.SBV as SBV
import Data.String (IsString (fromString))
import GHC.Stack (HasCallStack)
import Grisette.Backend.SBV (GrisetteSMTConfig, precise, z3)
import Grisette.Core.Control.Exception
  ( VerificationConditions,
  )
import Grisette.Core.Control.Monad.UnionM (UnionM)
import Grisette.Core.Data.Class.BitVector
  ( SizedBV (sizedBVConcat, sizedBVSelect, sizedBVSext, sizedBVZext),
  )
import Grisette.Core.Data.Class.CEGISSolver
  ( CEGISResult (CEGISSuccess),
    cegis,
    cegisExceptVC,
    cegisMultiInputs,
    cegisPostCond,
  )
import Grisette.Core.Data.Class.Error
  ( symAssert,
    symAssume,
  )
import Grisette.Core.Data.Class.EvaluateSym (EvaluateSym (evaluateSym))
import Grisette.Core.Data.Class.ExtractSymbolics
  ( ExtractSymbolics,
  )
import Grisette.Core.Data.Class.Function (Apply (apply), Function ((#)))
import Grisette.Core.Data.Class.ITEOp (ITEOp (symIte))
import Grisette.Core.Data.Class.LogicalOp
  ( LogicalOp (symNot, symXor, (.&&), (.||)),
  )
import Grisette.Core.Data.Class.SEq (SEq ((.==)))
import Grisette.Core.Data.Class.SOrd (SOrd ((.<), (.>=)))
import Grisette.Core.Data.Class.SimpleMergeable (mrgIf)
import Grisette.Core.Data.Class.Solvable (Solvable (con))
import Grisette.Core.Data.Class.Solver (solve)
import Grisette.IR.SymPrim.Data.SymPrim
  ( SymBool,
    SymIntN,
    SymInteger,
    type (-~>),
    type (=~>),
  )
import Test.Framework (Test, testGroup)
import Test.Framework.Providers.HUnit (testCase)
import Test.HUnit (Assertion, assertFailure, (@=?))

testCegis ::
  (HasCallStack, ExtractSymbolics a, EvaluateSym a, Show a, SEq a) =>
  GrisetteSMTConfig i ->
  Bool ->
  a ->
  (a -> [SymBool]) ->
  Assertion
testCegis config shouldSuccess inputs bs = do
  x <-
    cegisExceptVC
      config
      (inputs, "internal" :: SymInteger)
      return
      ( \(cexInputs, internal) ->
          runExceptT $ buildFormula internal (bs cexInputs)
      )
  case x of
    (_, CEGISSuccess m) -> do
      shouldSuccess @=? True
      verify (bs inputs)
      where
        verify [] = return ()
        verify (v : vs) = do
          y <- solve config (evaluateSym False m $ symNot v)
          case y of
            Left _ -> do
              verify vs
            Right _ ->
              assertFailure $
                "Failed to verify " ++ show v ++ " with the model " ++ show m
    _ -> shouldSuccess @=? False
  where
    buildFormula internal l = do
      symAssume (internal .>= 0)
      go l 0
      where
        go ::
          [SymBool] -> SymInteger -> ExceptT VerificationConditions UnionM ()
        go [] _ = return ()
        go (x : xs) i =
          mrgIf
            (internal .>= i .&& internal .< (i + 1))
            (symAssert x)
            (go xs (i + 1))

cegisTests :: Test
cegisTests =
  let unboundedConfig = precise SBV.z3
   in testGroup
        "CEGIS"
        [ testGroup
            "Regression"
            [ testCase "Empty symbolic inputs makes cegis work like solve" $ do
                (_, CEGISSuccess m1) <-
                  cegisMultiInputs
                    (precise z3)
                    [1 :: Integer, 2]
                    (\idx -> cegisPostCond $ fromString $ "a" ++ show idx)
                Right m2 <- solve (precise z3) ("a1" .&& "a2")
                m1 @=? m2,
              testCase "Lowering of TabularFun" $ do
                let s1 = "s1" :: SymInteger =~> SymInteger
                let s2 = "s2" :: SymInteger =~> SymInteger
                (_, CEGISSuccess m1) <-
                  cegis unboundedConfig ("cond" :: SymBool) $
                    \cond ->
                      cegisPostCond $
                        apply (symIte cond s1 s2) (symIte cond 1 2)
                          .== 10
                          .&& apply (symIte cond s1 s2) (symIte cond 3 4)
                            .== 100
                let s1e = evaluateSym False m1 s1
                let s2e = evaluateSym False m1 s2
                s1e # 1 @=? 10
                s1e # 3 @=? 100
                s2e # 2 @=? 10
                s2e # 4 @=? 100,
              testCase "Lowering of GeneralFun" $ do
                let s1 = "s1" :: SymInteger -~> SymInteger
                let s2 = "s2" :: SymInteger -~> SymInteger
                (_, CEGISSuccess m1) <-
                  cegis unboundedConfig ("cond" :: SymBool) $
                    \cond ->
                      cegisPostCond $
                        apply (symIte cond s1 s2) (symIte cond 1 2)
                          .== 10
                          .&& apply (symIte cond s1 s2) (symIte cond 3 4)
                            .== 100
                let s1e = evaluateSym False m1 s1
                let s2e = evaluateSym False m1 s2
                s1e # 1 @=? 10
                s1e # 3 @=? 100
                s2e # 2 @=? 10
                s2e # 4 @=? 100
            ],
          testGroup
            "Boolean"
            [ testCase "Basic" $ do
                testCegis unboundedConfig True () $ const ["a", "b", "c"]
                testCegis unboundedConfig False () $ const ["a", symNot "a"],
              testCase "And" $ do
                testCegis unboundedConfig True () $
                  const ["a" .&& "b", "b" .&& symNot "c", "a", "b", symNot "c"]
                testCegis unboundedConfig False () $
                  const ["a" .&& "b", "b" .&& symNot "c", "a", "b", "c"]
                testCegis unboundedConfig True ("a" :: SymBool) $
                  \a -> [symNot $ a .&& "b", symNot "b"]
                testCegis unboundedConfig False ("a" :: SymBool) $
                  \a -> [symNot $ a .&& "b", "b"],
              testCase "Or" $ do
                testCegis unboundedConfig True () $
                  const ["a" .|| "b", "b" .|| symNot "c", "a", "b", symNot "c"]
                testCegis unboundedConfig True () $
                  const ["a" .|| "b", "b" .|| symNot "c", "a", "b", "c"]
                testCegis unboundedConfig True ("a" :: SymBool) $
                  \a -> [a .|| "b", "b"]
                testCegis unboundedConfig False ("a" :: SymBool) $
                  \a -> [a .|| "b", symNot "b"],
              testCase "And / Or should be consistent" $ do
                testCegis unboundedConfig True () $
                  const ["a" .&& "b", "a" .|| "b"]
                testCegis unboundedConfig True () $
                  const [symNot "a" .&& "b", "a" .|| "b"]
                testCegis unboundedConfig False () $
                  const ["a" .&& "b", symNot $ "a" .|| "b"]
                testCegis unboundedConfig True () $
                  const [symNot $ "a" .&& "b", symNot $ "a" .|| "b"],
              testCase "Eqv" $ do
                testCegis unboundedConfig True () $
                  const [("a" :: SymBool) .== "b", "a", "b"]
                testCegis unboundedConfig True () $
                  const [("a" :: SymBool) .== "b", symNot "a", symNot "b"]
                testCegis unboundedConfig False () $
                  const [("a" :: SymBool) .== "b", symNot "a", "b"]
                testCegis unboundedConfig False () $
                  const [("a" :: SymBool) .== "b", symNot "a", "b"]
                testCegis unboundedConfig True () $
                  const [("a" :: SymBool) .== "b", symNot "a" `symXor` "b"]
                testCegis unboundedConfig False () $
                  const [("a" :: SymBool) .== "b", "a" `symXor` "b"],
              testCase "symIte" $ do
                testCegis unboundedConfig True ("c" :: SymBool) $
                  \c -> [symIte "a" "b" c, "a", "b"]
                testCegis unboundedConfig False ("c" :: SymBool) $
                  \c -> [symIte "a" "b" c, symNot "a"]
                testCegis unboundedConfig True ("b" :: SymBool) $
                  \b -> [symIte "a" b "c", symNot "a", "c"]
                testCegis unboundedConfig False ("b" :: SymBool) $
                  \b -> [symIte "a" b "c", "a"]
                testCegis unboundedConfig True () $
                  const [symIte "a" "b" "c", "a", "b", "c"]
                testCegis unboundedConfig True () $
                  const [symIte "a" "b" "c", "a", "b", symNot "c"]
                testCegis unboundedConfig True () $
                  const [symIte "a" "b" "c", symNot "a", "b", "c"]
                testCegis unboundedConfig True () $
                  const [symIte "a" "b" "c", symNot "a", symNot "b", "c"]
                testCegis unboundedConfig False () $
                  const [symIte "a" "b" "c", "a", symNot "b", "c"]
                testCegis unboundedConfig False () $
                  const [symIte "a" "b" "c", "a", symNot "b", symNot "c"]
                testCegis unboundedConfig False () $
                  const [symIte "a" "b" "c", symNot "a", "b", symNot "c"]
                testCegis unboundedConfig False () $
                  const [symIte "a" "b" "c", symNot "a", symNot "b", symNot "c"]
            ],
          let a = "a" :: SymIntN 5
              b = "b" :: SymIntN 5
              c = "c" :: SymIntN 5
              d = "c" :: SymIntN 10
           in testGroup
                "Different sized BV"
                [ testGroup
                    "Select"
                    [ testCase "sizedBVSelect" $ do
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVSelect (Proxy @2) (Proxy @2) a
                                .== (con 1 :: SymIntN 2),
                              a .== con 0b10101
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVSelect (Proxy @2) (Proxy @2) a
                                .== (con 1 :: SymIntN 2),
                              a .== con 0b10001
                            ],
                      testCase "sizedBVSelect when lowered twice" $ do
                        testCegis unboundedConfig True a $
                          \ca ->
                            [ sizedBVSelect
                                (Proxy @2)
                                (Proxy @2)
                                (sizedBVConcat ca b)
                                .== (con 1 :: SymIntN 2)
                            ]
                        testCegis unboundedConfig True b $
                          \cb ->
                            [ sizedBVSelect
                                (Proxy @7)
                                (Proxy @2)
                                (sizedBVConcat a cb)
                                .== (con 1 :: SymIntN 2)
                            ]
                    ],
                  testGroup
                    "Concat"
                    [ testCase "sizedBVConcat" $ do
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVConcat a b .== d,
                              a .== con 1,
                              b .== con 1,
                              d .== con 0b100001
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVConcat a b .== d,
                              a .== con 1,
                              b .== con 1,
                              d .== con 0b100010
                            ],
                      testCase "sizedBVConcat when lowered twice" $ do
                        testCegis unboundedConfig True (a, c) $
                          \(ca, cc) ->
                            [ sizedBVConcat
                                cc
                                ( sizedBVSelect
                                    (Proxy @2)
                                    (Proxy @2)
                                    (sizedBVConcat ca b) ::
                                    SymIntN 2
                                )
                                .== sizedBVConcat cc (con 1 :: SymIntN 2)
                            ]
                        testCegis unboundedConfig True (b, c) $
                          \(cb, cc) ->
                            [ sizedBVConcat
                                cc
                                ( sizedBVSelect
                                    (Proxy @7)
                                    (Proxy @2)
                                    (sizedBVConcat a cb) ::
                                    SymIntN 2
                                )
                                .== sizedBVConcat cc (con 1 :: SymIntN 2)
                            ]
                    ],
                  testGroup
                    "Zext"
                    [ testCase "sizedBVZext" $ do
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVZext (Proxy @10) a .== d,
                              a .== con 1,
                              d .== (con 1 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVZext (Proxy @10) a .== d,
                              a .== con 0b11111,
                              d .== (con 0b11111 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVZext (Proxy @10) a .== d,
                              d .== (con 0b111111 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVZext (Proxy @10) a .== d,
                              d .== (con 0b1111111111 :: SymIntN 10)
                            ],
                      testCase "sizedBVZext when lowered twice" $ do
                        testCegis unboundedConfig True a $
                          \ca ->
                            [ sizedBVZext
                                (Proxy @10)
                                ( sizedBVSelect
                                    (Proxy @2)
                                    (Proxy @2)
                                    (sizedBVConcat ca b) ::
                                    SymIntN 2
                                )
                                .== (con 1 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig True b $
                          \cb ->
                            [ sizedBVZext
                                (Proxy @10)
                                ( sizedBVSelect
                                    (Proxy @7)
                                    (Proxy @2)
                                    (sizedBVConcat a cb) ::
                                    SymIntN 2
                                )
                                .== (con 1 :: SymIntN 10)
                            ]
                    ],
                  testGroup
                    "Sext"
                    [ testCase "sizedBVSext" $ do
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVSext (Proxy @10) a .== d,
                              a .== con 1,
                              d .== (con 1 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig True () $
                          const
                            [ sizedBVSext (Proxy @10) a .== d,
                              a .== con 0b11111,
                              d .== (con 0b1111111111 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVSext (Proxy @10) a .== d,
                              d .== (con 0b111111 :: SymIntN 10)
                            ]
                        testCegis unboundedConfig False () $
                          const
                            [ sizedBVSext (Proxy @10) a .== d,
                              d .== (con 0b11111 :: SymIntN 10)
                            ],
                      testCase "sizedBVSext when lowered twice" $ do
                        testCegis unboundedConfig True a $ \ca ->
                          [ sizedBVSext
                              (Proxy @10)
                              ( sizedBVSelect
                                  (Proxy @2)
                                  (Proxy @2)
                                  (sizedBVConcat ca b) ::
                                  SymIntN 2
                              )
                              .== (con 1 :: SymIntN 10)
                          ]
                        testCegis unboundedConfig True b $
                          \cb ->
                            [ sizedBVSext
                                (Proxy @10)
                                ( sizedBVSelect
                                    (Proxy @7)
                                    (Proxy @2)
                                    (sizedBVConcat a cb) ::
                                    SymIntN 2
                                )
                                .== (con 1 :: SymIntN 10)
                            ]
                    ]
                ]
        ]