}
    return main;
  }

 protected:
  MLIRContext context_;
  OwningOpRef<ModuleOp> module_;
};

TEST_F(LegalizationOpConfigTest, FailsWithExpectsLegalizationWithMlir) {
  TF_EXPECT_OK(CreateMlirModule());
  EXPECT_FALSE(IsOpLegalizedWithMlir(*module_->getOperation()));
}

TEST_F(LegalizationOpConfigTest, ExpectsFalseForNonMlirOps) {
  TF_EXPECT_OK(CreateMlirModule());
  TF_ASSERT_OK_AND_ASSIGN(FuncOp main, GetMain());

  std::unique_ptr<mlir::PassManager> pm_;
};

TEST_F(VerifyTfxlaLegalizationTest, RecordsStreamzFailedVerification) {
  // Using a string constant here instead of testdata to make this compatible
  // with open source.
  static constexpr char kMlirModuleStr[] = R"(
  module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 268 : i32}} {
    func.func @main() -> tensor<1xi32> {

class MlirFunction : public AbstractFunction {
 public:
  explicit MlirFunction(std::unique_ptr<MLIRContext> context,
                        OwningOpRef<mlir::ModuleOp> module, func::FuncOp func)
      : AbstractFunction(kMlir),
        context_(std::move(context)),
        module_(std::move(module)),
        func_(func) {}

  Status GetFunctionDef(const tensorflow::FunctionDef** f) override;

        given:
        final parentModule = ivyHttpRepo.module("org.gradle.parent", "parent_module", "1.1").dependsOn("org.gradle.dep", "dep_module", "1.1").publish()
        final depModule = ivyHttpRepo.module("org.gradle.dep", "dep_module", "1.1").publish()

        final dep = ivyHttpRepo.module("org.gradle", "test", "1.45")
        final extendAttributes = [organisation: "org.gradle.parent", module: "parent_module", revision: "1.1"]

 public:
  explicit QuantizationSummary(ModuleOp module)
      : module_(module), symbol_table_(module) {}

  void Print() {
    llvm::StringMap<OpCountItem> func_count_map;
    int32_t total_quantized_func_count = 0, float_output_func_count = 0,
            quantize_func_count = 0, dequantize_func_count = 0,
            weight_only_count = 0;

    module_.walk([&](Operation* op) {

      const GraphImportConfig& specs, mlir::ModuleOp module,
      std::unordered_map<std::string, std::string>* tf_name_to_mlir_name,
      NameUniquifier* function_name_uniquifier,
      llvm::StringRef function_name_for_debug_info = "")
      : builder_(module.getContext()),
        module_(module),
        context_(module.getContext()),
        tf_name_to_mlir_name_(tf_name_to_mlir_name),

Such modules, that only have a name as module description, are called _automatic module_ that export **all** their packages and can read **all** modules on the module path.

A third case are traditional libraries that provide no module information at all -- for example `commons-cli:commons-cli:1.4`.
Gradle puts such libraries on the classpath instead of the module path.
The classpath is then treated as one module (the so called _unnamed_ module) by Java.

  explicit Translator(ModuleOp module, const toco::TocoFlags& toco_flags,
                      const std::unordered_set<std::string>& saved_model_tags,
                      OpOrArgNameMapper* op_or_arg_name_mapper,
                      const std::map<std::string, std::string>& metadata,
                      std::optional<size_t> custom_option_alignment)
      : module_(module),
        name_mapper_(*op_or_arg_name_mapper),

Alternatively, the module you request can change over time even for the same version, a so-called <<dynamic_versions.adoc#sub:declaring_dependency_with_changing_version,changing version>>.
An example of this type of _changing module_ is a Maven `SNAPSHOT` module, which always points at the latest artifact published.
In other words, a standard Maven snapshot is a module that is continually evolving, it is a "changing module".

  ModuleOp module = entry_func->getParentOfType<ModuleOp>();
  SymbolTable entry_module_table(module);
  llvm::SmallVector<func::FuncOp, 4> referenced({entry_func});

  // Create a new module to hold func and all referenced functions.
  OwningOpRef<mlir::ModuleOp> module_for_func =
      ModuleOp::create(mlir::UnknownLoc::get(entry_func.getContext()),