[analysis] Add a lattice for value types

Add a lattice that is a thin wrapper around `wasm::Type` giving it the interface
of a lattice. As usual, `Type::unreachable` is the bottom element, but unlike in
the underlying API, we uniformly treat `Type::none` as the top type so that we
have a proper lattice.

Author: tlively

src/analysis/lattices/valtype.h

@@ -0,0 +1,82 @@
+/*
+ * Copyright 2023 WebAssembly Community Group participants
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef wasm_analysis_lattices_valtype_h
+#define wasm_analysis_lattices_valtype_h
+
+#include "../lattice.h"
+#include "wasm-type.h"
+
+namespace wasm::analysis {
+
+// Thin wrapper around `wasm::Type` giving it the interface of a lattice. As
+// usual, `Type::unreachable` is the bottom element, but unlike in the
+// underlying API, we uniformly treat `Type::none` as the top type so that we
+// have a proper lattice.
+struct ValType {
+  using Element = Type;
+
+  Element getBottom() const noexcept { return Type::unreachable; }
+
+  Element getTop() const noexcept { return Type::none; }
+
+  LatticeComparison compare(Element a, Element b) const noexcept {
+    if (a == b) {
+      return EQUAL;
+    }
+    if (b == Type::none || Type::isSubType(a, b)) {
+      return LESS;
+    }
+    if (a == Type::none || Type::isSubType(b, a)) {
+      return GREATER;
+    }
+    return NO_RELATION;
+  }
+
+  bool join(Element& joinee, Element joiner) const noexcept {
+    // `getLeastUpperBound` already treats `Type::none` as top.
+    auto lub = Type::getLeastUpperBound(joinee, joiner);
+    if (lub != joinee) {
+      joinee = lub;
+      return true;
+    }
+    return false;
+  }
+
+  bool meet(Element& meetee, Element meeter) const noexcept {
+    if (meetee == meeter || meeter == Type::none) {
+      return false;
+    }
+    if (meetee == Type::none) {
+      meetee = meeter;
+      return true;
+    }
+    auto glb = Type::getGreatestLowerBound(meetee, meeter);
+    if (glb != meetee) {
+      meetee = glb;
+      return true;
+    }
+    return false;
+  }
+};
+
+#if __cplusplus >= 202002L
+static_assert(FullLattice<ValType>);
+#endif
+
+} // namespace wasm::analysis
+
+#endif // wasm_analysis_lattices_valtype_h

src/tools/wasm-fuzz-lattices.cpp

@@ -29,6 +29,7 @@
 #include "analysis/lattices/lift.h"
 #include "analysis/lattices/stack.h"
 #include "analysis/lattices/tuple.h"
+#include "analysis/lattices/valtype.h"
 #include "analysis/lattices/vector.h"
 #include "analysis/liveness-transfer-function.h"
 #include "analysis/reaching-definitions-transfer-function.h"
@@ -158,6 +159,7 @@ using TupleLattice = analysis::Tuple<RandomLattice, RandomLattice>;
 
 struct RandomFullLattice::L : std::variant<Bool,
                                            UInt32,
+                                           ValType,
                                            Inverted<RandomFullLattice>,
                                            ArrayFullLattice,
                                            Vector<RandomFullLattice>,
@@ -166,6 +168,7 @@ struct RandomFullLattice::L : std::variant<Bool,
 struct RandomFullLattice::ElementImpl
   : std::variant<typename Bool::Element,
                  typename UInt32::Element,
+                 typename ValType::Element,
                  typename Inverted<RandomFullLattice>::Element,
                  typename ArrayFullLattice::Element,
                  typename Vector<RandomFullLattice>::Element,
@@ -186,7 +189,7 @@ struct RandomLattice::ElementImpl
                  typename Vector<RandomLattice>::Element,
                  typename TupleLattice::Element> {};
 
-constexpr int FullLatticePicks = 6;
+constexpr int FullLatticePicks = 7;
 
 RandomFullLattice::RandomFullLattice(Random& rand,
                                      size_t depth,
@@ -202,18 +205,21 @@ RandomFullLattice::RandomFullLattice(Random& rand,
       lattice = std::make_unique<L>(L{UInt32{}});
       return;
     case 2:
+      lattice = std::make_unique<L>(L{ValType{}});
+      return;
+    case 3:
       lattice =
         std::make_unique<L>(L{Inverted{RandomFullLattice{rand, depth + 1}}});
       return;
-    case 3:
+    case 4:
       lattice = std::make_unique<L>(
         L{ArrayFullLattice{RandomFullLattice{rand, depth + 1}}});
       return;
-    case 4:
+    case 5:
       lattice = std::make_unique<L>(
         L{Vector{RandomFullLattice{rand, depth + 1}, rand.upTo(4)}});
       return;
-    case 5:
+    case 6:
       lattice = std::make_unique<L>(
         L{TupleFullLattice{RandomFullLattice{rand, depth + 1},
                            RandomFullLattice{rand, depth + 1}}});
@@ -261,6 +267,36 @@ RandomFullLattice::Element RandomFullLattice::makeElement() const noexcept {
   if (std::get_if<UInt32>(lattice.get())) {
     return ElementImpl{rand.upToSquared(33)};
   }
+  if (std::get_if<ValType>(lattice.get())) {
+    Type type;
+    switch (rand.upTo(8)) {
+      case 0:
+        type = Type::unreachable;
+        break;
+      case 1:
+        type = Type::none;
+        break;
+      case 2:
+        type = Type::i32;
+        break;
+      case 3:
+        type = Type::f32;
+        break;
+      case 4:
+        type = Type(HeapType::any, rand.oneIn(2) ? Nullable : NonNullable);
+        break;
+      case 5:
+        type = Type(HeapType::none, rand.oneIn(2) ? Nullable : NonNullable);
+        break;
+      case 6:
+        type = Type(HeapType::struct_, rand.oneIn(2) ? Nullable : NonNullable);
+        break;
+      case 7:
+        type = Type(HeapType::array, rand.oneIn(2) ? Nullable : NonNullable);
+        break;
+    }
+    return ElementImpl{type};
+  }
   if (const auto* l = std::get_if<Inverted<RandomFullLattice>>(lattice.get())) {
     return ElementImpl{l->lattice.makeElement()};
   }
@@ -338,6 +374,8 @@ void printFullElement(std::ostream& os,
     os << (*e ? "true" : "false") << "\n";
   } else if (const auto* e = std::get_if<typename UInt32::Element>(&*elem)) {
     os << *e << "\n";
+  } else if (const auto* e = std::get_if<typename ValType::Element>(&*elem)) {
+    os << *e << "\n";
   } else if (const auto* e =
                std::get_if<typename Inverted<RandomFullLattice>::Element>(
                  &*elem)) {
@@ -439,13 +477,20 @@ std::ostream& operator<<(std::ostream& os,
 
 // Check that random lattices have the correct mathematical properties by
 // checking the relationships between random elements.
-void checkLatticeProperties(Random& rand) {
+void checkLatticeProperties(Random& rand, bool verbose) {
   RandomLattice lattice(rand);
 
   // Generate the lattice elements we will perform checks on.
   typename RandomLattice::Element elems[3] = {
     lattice.makeElement(), lattice.makeElement(), lattice.makeElement()};
 
+  if (verbose) {
+    std::cout << "Random lattice elements:\n"
+              << elems[0] << "\n"
+              << elems[1] << "\n"
+              << elems[2];
+  }
+
   // Calculate the relations between the generated elements.
   LatticeComparison relation[3][3];
   for (int i = 0; i < 3; ++i) {
@@ -920,7 +965,7 @@ struct Fuzzer {
     }
 
     Random rand(std::move(funcBytes));
-    checkLatticeProperties(rand);
+    checkLatticeProperties(rand, verbose);
 
     CFG cfg = CFG::fromFunction(func);
 

test/gtest/lattices.cpp

@@ -21,6 +21,7 @@
 #include "analysis/lattices/inverted.h"
 #include "analysis/lattices/lift.h"
 #include "analysis/lattices/tuple.h"
+#include "analysis/lattices/valtype.h"
 #include "analysis/lattices/vector.h"
 #include "gtest/gtest.h"
 
@@ -709,3 +710,114 @@ TEST(TupleLattice, Meet) {
   test(tt, tf, true, tf);
   test(tt, tt, false, tt);
 }
+
+TEST(ValTypeLattice, GetBottom) {
+  analysis::ValType valtype;
+  EXPECT_EQ(valtype.getBottom(), Type::unreachable);
+}
+
+TEST(ValTypeLattice, GetTop) {
+  analysis::ValType valtype;
+  EXPECT_EQ(valtype.getTop(), Type::none);
+}
+
+TEST(ValTypeLattice, Compare) {
+  analysis::ValType valtype;
+
+  Type ff = Type::unreachable;
+  Type ft = Type::i32;
+  Type tf = Type::f32;
+  Type tt = Type::none;
+
+  EXPECT_EQ(valtype.compare(ff, ff), analysis::EQUAL);
+  EXPECT_EQ(valtype.compare(ff, ft), analysis::LESS);
+  EXPECT_EQ(valtype.compare(ff, tf), analysis::LESS);
+  EXPECT_EQ(valtype.compare(ff, tt), analysis::LESS);
+
+  EXPECT_EQ(valtype.compare(ft, ff), analysis::GREATER);
+  EXPECT_EQ(valtype.compare(ft, ft), analysis::EQUAL);
+  EXPECT_EQ(valtype.compare(ft, tf), analysis::NO_RELATION);
+  EXPECT_EQ(valtype.compare(ft, tt), analysis::LESS);
+
+  EXPECT_EQ(valtype.compare(tf, ff), analysis::GREATER);
+  EXPECT_EQ(valtype.compare(tf, ft), analysis::NO_RELATION);
+  EXPECT_EQ(valtype.compare(tf, tf), analysis::EQUAL);
+  EXPECT_EQ(valtype.compare(tf, tt), analysis::LESS);
+
+  EXPECT_EQ(valtype.compare(tt, ff), analysis::GREATER);
+  EXPECT_EQ(valtype.compare(tt, ft), analysis::GREATER);
+  EXPECT_EQ(valtype.compare(tt, tf), analysis::GREATER);
+  EXPECT_EQ(valtype.compare(tt, tt), analysis::EQUAL);
+}
+
+TEST(ValTypeLattice, Join) {
+  analysis::ValType valtype;
+
+  auto ff = []() -> Type { return Type::unreachable; };
+  auto ft = []() -> Type { return Type::i32; };
+  auto tf = []() -> Type { return Type::f32; };
+  auto tt = []() -> Type { return Type::none; };
+
+  auto test =
+    [&](auto& makeJoinee, auto& makeJoiner, bool modified, auto& makeExpected) {
+      auto joinee = makeJoinee();
+      EXPECT_EQ(valtype.join(joinee, makeJoiner()), modified);
+      EXPECT_EQ(joinee, makeExpected());
+    };
+
+  test(ff, ff, false, ff);
+  test(ff, ft, true, ft);
+  test(ff, tf, true, tf);
+  test(ff, tt, true, tt);
+
+  test(ft, ff, false, ft);
+  test(ft, ft, false, ft);
+  test(ft, tf, true, tt);
+  test(ft, tt, true, tt);
+
+  test(tf, ff, false, tf);
+  test(tf, ft, true, tt);
+  test(tf, tf, false, tf);
+  test(tf, tt, true, tt);
+
+  test(tt, ff, false, tt);
+  test(tt, ft, false, tt);
+  test(tt, tf, false, tt);
+  test(tt, tt, false, tt);
+}
+
+TEST(ValTypeLattice, Meet) {
+  analysis::ValType valtype;
+
+  auto ff = []() -> Type { return Type::unreachable; };
+  auto ft = []() -> Type { return Type::i32; };
+  auto tf = []() -> Type { return Type::f32; };
+  auto tt = []() -> Type { return Type::none; };
+
+  auto test =
+    [&](auto& makeMeetee, auto& makeMeeter, bool modified, auto& makeExpected) {
+      auto meetee = makeMeetee();
+      EXPECT_EQ(valtype.meet(meetee, makeMeeter()), modified);
+      EXPECT_EQ(meetee, makeExpected());
+    };
+
+  test(ff, ff, false, ff);
+  test(ff, ft, false, ff);
+  test(ff, tf, false, ff);
+  test(ff, tt, false, ff);
+
+  test(ft, ff, true, ff);
+  test(ft, ft, false, ft);
+  test(ft, tf, true, ff);
+  test(ft, tt, false, ft);
+
+  test(tf, ff, true, ff);
+  test(tf, ft, true, ff);
+  test(tf, tf, false, tf);
+  test(tf, tt, false, tf);
+
+  test(tt, ff, true, ff);
+  test(tt, ft, true, ft);
+  test(tt, tf, true, tf);
+  test(tt, tt, false, tt);
+}