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- // Copyright (c) 2019 Google LLC
- //
- // 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 SOURCE_FUZZ_EQUIVALENCE_RELATION_H_
- #define SOURCE_FUZZ_EQUIVALENCE_RELATION_H_
- #include <algorithm>
- #include <cassert>
- #include <memory>
- #include <unordered_map>
- #include <unordered_set>
- #include <vector>
- #include "source/util/make_unique.h"
- namespace spvtools {
- namespace fuzz {
- // A class for representing an equivalence relation on objects of type |T|,
- // which should be a value type. The type |T| is required to have a copy
- // constructor, and |PointerHashT| and |PointerEqualsT| must be functors
- // providing hashing and equality testing functionality for pointers to objects
- // of type |T|.
- //
- // A disjoint-set (a.k.a. union-find or merge-find) data structure is used to
- // represent the equivalence relation. Path compression is used. Union by
- // rank/size is not used.
- //
- // Each disjoint set is represented as a tree, rooted at the representative
- // of the set.
- //
- // Getting the representative of a value simply requires chasing parent pointers
- // from the value until you reach the root.
- //
- // Checking equivalence of two elements requires checking that the
- // representatives are equal.
- //
- // Traversing the tree rooted at a value's representative visits the value's
- // equivalence class.
- //
- // |PointerHashT| and |PointerEqualsT| are used to define *equality* between
- // values, and otherwise are *not* used to define the equivalence relation
- // (except that equal values are equivalent). The equivalence relation is
- // constructed by repeatedly adding pairs of (typically non-equal) values that
- // are deemed to be equivalent.
- //
- // For example in an equivalence relation on integers, 1 and 5 might be added
- // as equivalent, so that IsEquivalent(1, 5) holds, because they represent
- // IDs in a SPIR-V binary that are known to contain the same value at run time,
- // but clearly 1 != 5. Since 1 and 1 are equal, IsEquivalent(1, 1) will also
- // hold.
- //
- // Each unique (up to equality) value added to the relation is copied into
- // |owned_values_|, so there is one canonical memory address per unique value.
- // Uniqueness is ensured by storing (and checking) a set of pointers to these
- // values in |value_set_|, which uses |PointerHashT| and |PointerEqualsT|.
- //
- // |parent_| and |children_| encode the equivalence relation, i.e., the trees.
- template <typename T, typename PointerHashT, typename PointerEqualsT>
- class EquivalenceRelation {
- public:
- // Requires that |value1| and |value2| are already registered in the
- // equivalence relation. Merges the equivalence classes associated with
- // |value1| and |value2|.
- void MakeEquivalent(const T& value1, const T& value2) {
- assert(Exists(value1) &&
- "Precondition: value1 must already be registered.");
- assert(Exists(value2) &&
- "Precondition: value2 must already be registered.");
- // Look up canonical pointers to each of the values in the value pool.
- const T* value1_ptr = *value_set_.find(&value1);
- const T* value2_ptr = *value_set_.find(&value2);
- // If the values turn out to be identical, they are already in the same
- // equivalence class so there is nothing to do.
- if (value1_ptr == value2_ptr) {
- return;
- }
- // Find the representative for each value's equivalence class, and if they
- // are not already in the same class, make one the parent of the other.
- const T* representative1 = Find(value1_ptr);
- const T* representative2 = Find(value2_ptr);
- assert(representative1 && "Representatives should never be null.");
- assert(representative2 && "Representatives should never be null.");
- if (representative1 != representative2) {
- parent_[representative1] = representative2;
- children_[representative2].push_back(representative1);
- }
- }
- // Requires that |value| is not known to the equivalence relation. Registers
- // it in its own equivalence class and returns a pointer to the equivalence
- // class representative.
- const T* Register(const T& value) {
- assert(!Exists(value));
- // This relies on T having a copy constructor.
- auto unique_pointer_to_value = MakeUnique<T>(value);
- auto pointer_to_value = unique_pointer_to_value.get();
- owned_values_.push_back(std::move(unique_pointer_to_value));
- value_set_.insert(pointer_to_value);
- // Initially say that the value is its own parent and that it has no
- // children.
- assert(pointer_to_value && "Representatives should never be null.");
- parent_[pointer_to_value] = pointer_to_value;
- children_[pointer_to_value] = std::vector<const T*>();
- return pointer_to_value;
- }
- // Returns exactly one representative per equivalence class.
- std::vector<const T*> GetEquivalenceClassRepresentatives() const {
- std::vector<const T*> result;
- for (auto& value : owned_values_) {
- if (parent_[value.get()] == value.get()) {
- result.push_back(value.get());
- }
- }
- return result;
- }
- // Returns pointers to all values in the equivalence class of |value|, which
- // must already be part of the equivalence relation.
- std::vector<const T*> GetEquivalenceClass(const T& value) const {
- assert(Exists(value));
- std::vector<const T*> result;
- // Traverse the tree of values rooted at the representative of the
- // equivalence class to which |value| belongs, and collect up all the values
- // that are encountered. This constitutes the whole equivalence class.
- std::vector<const T*> stack;
- stack.push_back(Find(*value_set_.find(&value)));
- while (!stack.empty()) {
- const T* item = stack.back();
- result.push_back(item);
- stack.pop_back();
- for (auto child : children_[item]) {
- stack.push_back(child);
- }
- }
- return result;
- }
- // Returns true if and only if |value1| and |value2| are in the same
- // equivalence class. Both values must already be known to the equivalence
- // relation.
- bool IsEquivalent(const T& value1, const T& value2) const {
- return Find(&value1) == Find(&value2);
- }
- // Returns all values known to be part of the equivalence relation.
- std::vector<const T*> GetAllKnownValues() const {
- std::vector<const T*> result;
- for (auto& value : owned_values_) {
- result.push_back(value.get());
- }
- return result;
- }
- // Returns true if and only if |value| is known to be part of the equivalence
- // relation.
- bool Exists(const T& value) const {
- return value_set_.find(&value) != value_set_.end();
- }
- // Returns the representative of the equivalence class of |value|, which must
- // already be known to the equivalence relation. This is the 'Find' operation
- // in a classic union-find data structure.
- const T* Find(const T* value) const {
- assert(Exists(*value));
- // Get the canonical pointer to the value from the value pool.
- const T* known_value = *value_set_.find(value);
- assert(parent_[known_value] && "Every known value should have a parent.");
- // Compute the result by chasing parents until we find a value that is its
- // own parent.
- const T* result = known_value;
- while (parent_[result] != result) {
- result = parent_[result];
- }
- assert(result && "Representatives should never be null.");
- // At this point, |result| is the representative of the equivalence class.
- // Now perform the 'path compression' optimization by doing another pass up
- // the parent chain, setting the parent of each node to be the
- // representative, and rewriting children correspondingly.
- const T* current = known_value;
- while (parent_[current] != result) {
- const T* next = parent_[current];
- parent_[current] = result;
- children_[result].push_back(current);
- auto child_iterator =
- std::find(children_[next].begin(), children_[next].end(), current);
- assert(child_iterator != children_[next].end() &&
- "'next' is the parent of 'current', so 'current' should be a "
- "child of 'next'");
- children_[next].erase(child_iterator);
- current = next;
- }
- return result;
- }
- private:
- // Maps every value to a parent. The representative of an equivalence class
- // is its own parent. A value's representative can be found by walking its
- // chain of ancestors.
- //
- // Mutable because the intuitively const method, 'Find', performs path
- // compression.
- mutable std::unordered_map<const T*, const T*> parent_;
- // Stores the children of each value. This allows the equivalence class of
- // a value to be calculated by traversing all descendents of the class's
- // representative.
- //
- // Mutable because the intuitively const method, 'Find', performs path
- // compression.
- mutable std::unordered_map<const T*, std::vector<const T*>> children_;
- // The values known to the equivalence relation are allocated in
- // |owned_values_|, and |value_pool_| provides (via |PointerHashT| and
- // |PointerEqualsT|) a means for mapping a value of interest to a pointer
- // into an equivalent value in |owned_values_|.
- std::unordered_set<const T*, PointerHashT, PointerEqualsT> value_set_;
- std::vector<std::unique_ptr<T>> owned_values_;
- };
- } // namespace fuzz
- } // namespace spvtools
- #endif // SOURCE_FUZZ_EQUIVALENCE_RELATION_H_
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