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1//===- TestStridedMetadataRangeAnalysis.cpp - Test strided md analysis ----===//2//3// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.4// See https://llvm.org/LICENSE.txt for license information.5// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception6//7//===----------------------------------------------------------------------===//8 9#include "mlir/Analysis/DataFlow/ConstantPropagationAnalysis.h"10#include "mlir/Analysis/DataFlow/DeadCodeAnalysis.h"11#include "mlir/Analysis/DataFlow/IntegerRangeAnalysis.h"12#include "mlir/Analysis/DataFlow/StridedMetadataRangeAnalysis.h"13#include "mlir/Analysis/DataFlowFramework.h"14#include "mlir/IR/BuiltinAttributes.h"15#include "mlir/IR/Operation.h"16#include "mlir/Pass/Pass.h"17#include "mlir/Pass/PassRegistry.h"18#include "llvm/ADT/STLExtras.h"19#include "llvm/Support/raw_ostream.h"20 21using namespace mlir;22using namespace mlir::dataflow;23 24static void printAnalysisResults(DataFlowSolver &solver, Operation *op,25                                 raw_ostream &os) {26  // Collect the strided metadata of the op results.27  SmallVector<std::pair<unsigned, const StridedMetadataRangeLattice *>> results;28  for (OpResult result : op->getResults()) {29    const auto *state = solver.lookupState<StridedMetadataRangeLattice>(result);30    // Skip the result if it's uninitialized.31    if (!state || state->getValue().isUninitialized())32      continue;33 34    // Skip the result if the range is empty.35    const mlir::StridedMetadataRange &md = state->getValue();36    if (md.getOffsets().empty() && md.getSizes().empty() &&37        md.getStrides().empty())38      continue;39    results.push_back({result.getResultNumber(), state});40  }41 42  // Early exit if there's no metadata to print.43  if (results.empty())44    return;45 46  // Print the metadata.47  os << "Op: " << OpWithFlags(op, OpPrintingFlags().skipRegions()) << "\n";48  for (auto [idx, state] : results)49    os << "  result[" << idx << "]: " << state->getValue() << "\n";50  os << "\n";51}52 53namespace {54struct TestStridedMetadataRangeAnalysisPass55    : public PassWrapper<TestStridedMetadataRangeAnalysisPass,56                         OperationPass<>> {57  MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(58      TestStridedMetadataRangeAnalysisPass)59 60  StringRef getArgument() const override {61    return "test-strided-metadata-range-analysis";62  }63  void runOnOperation() override {64    Operation *op = getOperation();65 66    DataFlowSolver solver;67    solver.load<DeadCodeAnalysis>();68    solver.load<SparseConstantPropagation>();69    solver.load<IntegerRangeAnalysis>();70    solver.load<StridedMetadataRangeAnalysis>();71    if (failed(solver.initializeAndRun(op)))72      return signalPassFailure();73 74    op->walk(75        [&](Operation *op) { printAnalysisResults(solver, op, llvm::errs()); });76  }77};78} // end anonymous namespace79 80namespace mlir {81namespace test {82void registerTestStridedMetadataRangeAnalysisPass() {83  PassRegistration<TestStridedMetadataRangeAnalysisPass>();84}85} // end namespace test86} // end namespace mlir87