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//===- CyclicReplacerCacheTest.cpp ----------------------------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "mlir/Support/CyclicReplacerCache.h"
#include "mlir/Support/LLVM.h"
#include "llvm/ADT/SetVector.h"
#include "gmock/gmock.h"
#include <map>
#include <set>
using namespace mlir;
TEST(CachedCyclicReplacerTest, testNoRecursion) {
CachedCyclicReplacer<int, bool> replacer(
/*replacer=*/[](int n) { return static_cast<bool>(n); },
/*cycleBreaker=*/[](int n) { return std::nullopt; });
EXPECT_EQ(replacer(3), true);
EXPECT_EQ(replacer(0), false);
}
TEST(CachedCyclicReplacerTest, testInPlaceRecursionPruneAnywhere) {
// Replacer cycles through ints 0 -> 1 -> 2 -> 0 -> ...
CachedCyclicReplacer<int, int> replacer(
/*replacer=*/[&](int n) { return replacer((n + 1) % 3); },
/*cycleBreaker=*/[&](int n) { return -1; });
// Starting at 0.
EXPECT_EQ(replacer(0), -1);
// Starting at 2.
EXPECT_EQ(replacer(2), -1);
}
//===----------------------------------------------------------------------===//
// CachedCyclicReplacer: ChainRecursion
//===----------------------------------------------------------------------===//
/// This set of tests uses a replacer function that maps ints into vectors of
/// ints.
///
/// The replacement result for input `n` is the replacement result of `(n+1)%3`
/// appended with an element `42`. Theoretically, this will produce an
/// infinitely long vector. The cycle-breaker function prunes this infinite
/// recursion in the replacer logic by returning an empty vector upon the first
/// re-occurrence of an input value.
namespace {
class CachedCyclicReplacerChainRecursionPruningTest : public ::testing::Test {
public:
// N ==> (N+1) % 3
// This will create a chain of infinite length without recursion pruning.
CachedCyclicReplacerChainRecursionPruningTest()
: replacer(
[&](int n) {
++invokeCount;
std::vector<int> result = replacer((n + 1) % 3);
result.push_back(42);
return result;
},
[&](int n) -> std::optional<std::vector<int>> {
return baseCase.value_or(n) == n
? std::make_optional(std::vector<int>{})
: std::nullopt;
}) {}
std::vector<int> getChain(unsigned N) { return std::vector<int>(N, 42); };
CachedCyclicReplacer<int, std::vector<int>> replacer;
int invokeCount = 0;
std::optional<int> baseCase = std::nullopt;
};
} // namespace
TEST_F(CachedCyclicReplacerChainRecursionPruningTest, testPruneAnywhere0) {
// Starting at 0. Cycle length is 3.
EXPECT_EQ(replacer(0), getChain(3));
EXPECT_EQ(invokeCount, 3);
// Starting at 1. Cycle length is 5 now because of a cached replacement at 0.
invokeCount = 0;
EXPECT_EQ(replacer(1), getChain(5));
EXPECT_EQ(invokeCount, 2);
// Starting at 2. Cycle length is 4. Entire result is cached.
invokeCount = 0;
EXPECT_EQ(replacer(2), getChain(4));
EXPECT_EQ(invokeCount, 0);
}
TEST_F(CachedCyclicReplacerChainRecursionPruningTest, testPruneAnywhere1) {
// Starting at 1. Cycle length is 3.
EXPECT_EQ(replacer(1), getChain(3));
EXPECT_EQ(invokeCount, 3);
}
TEST_F(CachedCyclicReplacerChainRecursionPruningTest, testPruneSpecific0) {
baseCase = 0;
// Starting at 0. Cycle length is 3.
EXPECT_EQ(replacer(0), getChain(3));
EXPECT_EQ(invokeCount, 3);
}
TEST_F(CachedCyclicReplacerChainRecursionPruningTest, testPruneSpecific1) {
baseCase = 0;
// Starting at 1. Cycle length is 5 (1 -> 2 -> 0 -> 1 -> 2 -> Prune).
EXPECT_EQ(replacer(1), getChain(5));
EXPECT_EQ(invokeCount, 5);
// Starting at 0. Cycle length is 3. Entire result is cached.
invokeCount = 0;
EXPECT_EQ(replacer(0), getChain(3));
EXPECT_EQ(invokeCount, 0);
}
//===----------------------------------------------------------------------===//
// CachedCyclicReplacer: GraphReplacement
//===----------------------------------------------------------------------===//
/// This set of tests uses a replacer function that maps from cyclic graphs to
/// trees, pruning out cycles in the process.
///
/// It consists of two helper classes:
/// - Graph
/// - A directed graph where nodes are non-negative integers.
/// - PrunedGraph
/// - A Graph where edges that used to cause cycles are now represented with
/// an indirection (a recursionId).
namespace {
class CachedCyclicReplacerGraphReplacement : public ::testing::Test {
public:
/// A directed graph where nodes are non-negative integers.
struct Graph {
using Node = int64_t;
/// Use ordered containers for deterministic output.
/// Nodes without outgoing edges are considered nonexistent.
std::map<Node, std::set<Node>> edges;
void addEdge(Node src, Node sink) { edges[src].insert(sink); }
bool isCyclic() const {
DenseSet<Node> visited;
for (Node root : llvm::make_first_range(edges)) {
if (visited.contains(root))
continue;
SetVector<Node> path;
SmallVector<Node> workstack;
workstack.push_back(root);
while (!workstack.empty()) {
Node curr = workstack.back();
workstack.pop_back();
if (curr < 0) {
// A negative node signals the end of processing all of this node's
// children. Remove self from path.
assert(path.back() == -curr && "internal inconsistency");
path.pop_back();
continue;
}
if (path.contains(curr))
return true;
visited.insert(curr);
auto edgesIter = edges.find(curr);
if (edgesIter == edges.end() || edgesIter->second.empty())
continue;
path.insert(curr);
// Push negative node to signify recursion return.
workstack.push_back(-curr);
workstack.insert(workstack.end(), edgesIter->second.begin(),
edgesIter->second.end());
}
}
return false;
}
/// Deterministic output for testing.
std::string serialize() const {
std::ostringstream oss;
for (const auto &[src, neighbors] : edges) {
oss << src << ":";
for (Graph::Node neighbor : neighbors)
oss << " " << neighbor;
oss << "\n";
}
return oss.str();
}
};
/// A Graph where edges that used to cause cycles (back-edges) are now
/// represented with an indirection (a recursionId).
///
/// In addition to each node having an integer ID, each node also tracks the
/// original integer ID it had in the original graph. This way for every
/// back-edge, we can represent it as pointing to a new instance of the
/// original node. Then we mark the original node and the new instance with
/// a new unique recursionId to indicate that they're supposed to be the same
/// node.
struct PrunedGraph {
using Node = Graph::Node;
struct NodeInfo {
Graph::Node originalId;
/// A negative recursive index means not recursive. Otherwise nodes with
/// the same originalId & recursionId are the same node in the original
/// graph.
int64_t recursionId;
};
/// Add a regular non-recursive-self node.
Node addNode(Graph::Node originalId, int64_t recursionIndex = -1) {
Node id = nextConnectionId++;
info[id] = {originalId, recursionIndex};
return id;
}
/// Add a recursive-self-node, i.e. a duplicate of the original node that is
/// meant to represent an indirection to it.
std::pair<Node, int64_t> addRecursiveSelfNode(Graph::Node originalId) {
return {addNode(originalId, nextRecursionId), nextRecursionId++};
}
void addEdge(Node src, Node sink) { connections.addEdge(src, sink); }
/// Deterministic output for testing.
std::string serialize() const {
std::ostringstream oss;
oss << "nodes\n";
for (const auto &[nodeId, nodeInfo] : info) {
oss << nodeId << ": n" << nodeInfo.originalId;
if (nodeInfo.recursionId >= 0)
oss << '<' << nodeInfo.recursionId << '>';
oss << "\n";
}
oss << "edges\n";
oss << connections.serialize();
return oss.str();
}
bool isCyclic() const { return connections.isCyclic(); }
private:
Graph connections;
int64_t nextRecursionId = 0;
int64_t nextConnectionId = 0;
/// Use ordered map for deterministic output.
std::map<Graph::Node, NodeInfo> info;
};
PrunedGraph breakCycles(const Graph &input) {
assert(input.isCyclic() && "input graph is not cyclic");
PrunedGraph output;
DenseMap<Graph::Node, int64_t> recMap;
auto cycleBreaker = [&](Graph::Node inNode) -> std::optional<Graph::Node> {
auto [node, recId] = output.addRecursiveSelfNode(inNode);
recMap[inNode] = recId;
return node;
};
CyclicReplacerCache<Graph::Node, Graph::Node> cache(cycleBreaker);
std::function<Graph::Node(Graph::Node)> replaceNode =
[&](Graph::Node inNode) {
auto cacheEntry = cache.lookupOrInit(inNode);
if (std::optional<Graph::Node> result = cacheEntry.get())
return *result;
// Recursively replace its neighbors.
SmallVector<Graph::Node> neighbors;
if (auto it = input.edges.find(inNode); it != input.edges.end())
neighbors = SmallVector<Graph::Node>(
llvm::map_range(it->second, replaceNode));
// Create a new node in the output graph.
int64_t recursionIndex =
cacheEntry.wasRepeated() ? recMap.lookup(inNode) : -1;
Graph::Node result = output.addNode(inNode, recursionIndex);
for (Graph::Node neighbor : neighbors)
output.addEdge(result, neighbor);
cacheEntry.resolve(result);
return result;
};
/// Translate starting from each node.
for (Graph::Node root : llvm::make_first_range(input.edges))
replaceNode(root);
return output;
}
/// Helper for serialization tests that allow putting comments in the
/// serialized format. Every line that begins with a `;` is considered a
/// comment. The entire line, incl. the terminating `\n` is removed.
std::string trimComments(StringRef input) {
std::ostringstream oss;
bool isNewLine = false;
bool isComment = false;
for (char c : input) {
// Lines beginning with ';' are comments.
if (isNewLine && c == ';')
isComment = true;
if (!isComment)
oss << c;
if (c == '\n') {
isNewLine = true;
isComment = false;
}
}
return oss.str();
}
};
} // namespace
TEST_F(CachedCyclicReplacerGraphReplacement, testSingleLoop) {
// 0 -> 1 -> 2
// ^ |
// +---------+
Graph input = {{{0, {1}}, {1, {2}}, {2, {0}}}};
PrunedGraph output = breakCycles(input);
ASSERT_FALSE(output.isCyclic()) << output.serialize();
EXPECT_EQ(output.serialize(), trimComments(R"(nodes
; root 0
0: n0<0>
1: n2
2: n1
3: n0<0>
; root 1
4: n2
; root 2
5: n1
edges
1: 0
2: 1
3: 2
4: 3
5: 4
)"));
}
TEST_F(CachedCyclicReplacerGraphReplacement, testDualLoop) {
// +----> 1 -----+
// | v
// 0 <---------- 3
// | ^
// +----> 2 -----+
//
// Two loops:
// 0 -> 1 -> 3 -> 0
// 0 -> 2 -> 3 -> 0
Graph input = {{{0, {1, 2}}, {1, {3}}, {2, {3}}, {3, {0}}}};
PrunedGraph output = breakCycles(input);
ASSERT_FALSE(output.isCyclic()) << output.serialize();
EXPECT_EQ(output.serialize(), trimComments(R"(nodes
; root 0
0: n0<0>
1: n3
2: n1
3: n2
4: n0<0>
; root 1
5: n3
6: n1
; root 2
7: n2
edges
1: 0
2: 1
3: 1
4: 2 3
5: 4
6: 5
7: 5
)"));
}
TEST_F(CachedCyclicReplacerGraphReplacement, testNestedLoops) {
// +----> 1 -----+
// | ^ v
// 0 <----+----- 2
//
// Two nested loops:
// 0 -> 1 -> 2 -> 0
// 1 -> 2 -> 1
Graph input = {{{0, {1}}, {1, {2}}, {2, {0, 1}}}};
PrunedGraph output = breakCycles(input);
ASSERT_FALSE(output.isCyclic()) << output.serialize();
EXPECT_EQ(output.serialize(), trimComments(R"(nodes
; root 0
0: n0<0>
1: n1<1>
2: n2
3: n1<1>
4: n0<0>
; root 1
5: n1<2>
6: n2
7: n1<2>
; root 2
8: n2
edges
2: 0 1
3: 2
4: 3
6: 4 5
7: 6
8: 4 7
)"));
}
TEST_F(CachedCyclicReplacerGraphReplacement, testDualNestedLoops) {
// +----> 1 -----+
// | ^ v
// 0 <----+----- 3
// | v ^
// +----> 2 -----+
//
// Two sets of nested loops:
// 0 -> 1 -> 3 -> 0
// 1 -> 3 -> 1
// 0 -> 2 -> 3 -> 0
// 2 -> 3 -> 2
Graph input = {{{0, {1, 2}}, {1, {3}}, {2, {3}}, {3, {0, 1, 2}}}};
PrunedGraph output = breakCycles(input);
ASSERT_FALSE(output.isCyclic()) << output.serialize();
EXPECT_EQ(output.serialize(), trimComments(R"(nodes
; root 0
0: n0<0>
1: n1<1>
2: n3<2>
3: n2
4: n3<2>
5: n1<1>
6: n2<3>
7: n3
8: n2<3>
9: n0<0>
; root 1
10: n1<4>
11: n3<5>
12: n2
13: n3<5>
14: n1<4>
; root 2
15: n2<6>
16: n3
17: n2<6>
; root 3
18: n3
edges
; root 0
3: 2
4: 0 1 3
5: 4
7: 0 5 6
8: 7
9: 5 8
; root 1
12: 11
13: 9 10 12
14: 13
; root 2
16: 9 14 15
17: 16
; root 3
18: 9 14 17
)"));
}
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