return false;
    }
  }
  return true;
}

void FoldConstantsToSubgraphPass::runOnOperation() {
  auto module = getOperation();

  for (auto fn : module.getOps<func::FuncOp>()) {
    fn.walk([&](Operation* op) {
      if (!llvm::isa<TFL::ConstOp, TFL::QConstOp, arith::ConstantOp>(op))
        return;

      // We only fold int32/int64 for Const and i32 for QConst if not specify

    }

    /**
     * Returns the underlying Git object from JGit.
     *
     * Please consider adding more convenience methods to this fixture over using "raw" Git APIs.
     */
    public Git getGit() {
        return git;
    }

    @Override
    public String getName() {
        return repoName;
    }

    /**
     * Factory method for creating a GitRepository without using a JUnit @Rule.
     *

    }

    for (auto i = 0; i < window_strides.size(); ++i) {
      window_strides_vec.push_back(
          window_strides.getValues<IntegerAttr>()[i].getInt());
    }

    for (auto i = 0; i < base_dilations.size(); ++i) {
      base_dilations_vec.push_back(
          base_dilations.getValues<IntegerAttr>()[i].getInt());
    }

EOF
  exit 1
}

set -o errexit
set -o nounset
set -o pipefail

KUBE_ROOT=$(dirname "${BASH_SOURCE[0]}")/..
source "${KUBE_ROOT}/hack/lib/init.sh"

base=
target=
while getopts "r:t:" o; do
    case "${o}" in
        r)
            base="${OPTARG}"
            if [ ! "$base" ]; then
                echo "ERROR: -${o} needs a non-empty parameter" >&2
                echo >&2

  MLIRContext* ctx = module_op.getContext();

  auto func_op_quant_spec = GetStableHloOpQuantSpec;
  auto func_op_quant_scale_spec = GetStableHloQuantConstraints;

  for (auto func_op : module_op.getOps<func::FuncOp>()) {
    // The function might contain more stats ops than required, and it will
    // introduce requantize if the calibration stats have conflicts. This tries
    // to remove all the redundant stats ops.

  if (!int_attr) {
    return func.emitError()
           << attribute.c_str() << " attribute is not set or not an integer";
  }
  builder->Int(attribute.c_str(), int_attr.getInt());
  return success();
}

LogicalResult ConvertSSDPostProcessFunc::AddFloatAttr(
    func::FuncOp func, DictionaryAttr attrs, const std::string& attribute,
    flexbuffers::Builder* builder) {

}

}  // namespace

ResourceAnalyzer::ResourceAnalyzer(ModuleOp module, bool skip_session_init) {
  auto session_init_func = GetSessionInitializerFunc(module);
  for (auto func : module.getOps<func::FuncOp>()) {
    if (skip_session_init && func == session_init_func) continue;
    (void)AnalyzeRegion(func.getRegion());
  }
}

void ResourceAnalyzer::SetPotentiallyWritten(Value resource) {

    signalPassFailure();
    return;
  }
  TF::SideEffectAnalysis side_effect_analysis(module_op,
                                              op_to_parallel_ids_map);
  for (auto func : module_op.getOps<func::FuncOp>()) {
    if (func.isExternal()) continue;
    const auto& analysis_for_func =
        side_effect_analysis.GetAnalysisForFunc(func);
    if (failed(UpdateAllControlDependencies(func, analysis_for_func))) {

  if (tac_filter.has_function_filter()) {
    llvm::Regex func_regex(
        tac_filter.function_filter().function_name_pattern());
    for (auto func : module.getOps<func::FuncOp>()) {
      if (!func_regex.match(func.getName())) {
        continue;
      }

      ApplyFunctionTacFilter(func, tac_filter.function_filter().filter_type(),
                             builder);

                                    min_num_elements_for_weights_);
  FrozenRewritePatternSet frozen_patterns(std::move(patterns));
  for (auto func : module.getOps<func::FuncOp>()) {
    if (failed(applyPatternsAndFoldGreedily(func, frozen_patterns))) {
      func.emitError()
          << "quant-lift-quantizable-spots-as-functions-drq failed.";
      signalPassFailure();
    }