}

        @Override
        public boolean contains(Object o) {
            return asSet.contains(o);
        }

        @Override
        public boolean containsAll(Collection<?> c) {
            return asSet.containsAll(c);
        }

        @Override
        public int size() {
            return size;
        }
    }

      * output_tensor is a float 2x2 matrix
    """
    # Creates and populates an asset file.
    asset_dir = self.create_tempdir('assets').full_path
    asset_file = os.path.join(asset_dir, 'vocab_file.txt')
    file_io.write_string_to_file(
        filename=asset_file, file_content='hello,model,quantization\n'
    )

    vocab_file = asset.Asset(asset_file)

    raw_vocab = io_ops.read_file(vocab_file)

// the value `checkpoint_path`.
// Also adds SessionInitializer op.
absl::Status AddSessionInitializerAndInlineCheckpoint(
    ModuleOp module, absl::string_view checkpoint_path);

// Creates a pass that sinks SavedModel asset filenames to constants.
std::unique_ptr<mlir::OperationPass<mlir::ModuleOp>> CreateAssetSinkingPass(
    llvm::StringRef saved_model_dir);

}  // namespace tf_saved_model
}  // namespace mlir

   *
   * <p><b>Note:</b> {@code a.asSet(d).equals(b.asSet(d))} does not imply {@code a.equals(b)}! For
   * example, {@code a} and {@code b} could be {@code [2..4]} and {@code (1..5)}, or the empty
   * ranges {@code [3..3)} and {@code [4..4)}.
   *
   * <p><b>Warning:</b> Be extremely careful what you do with the {@code asSet} view of a large

    Set<String> expected = Collections.singleton("a");
    assertEquals(expected, Optional.of("a").asSet());
  }

  public void testAsSet_absent() {
    assertTrue("Returned set should be empty", Optional.absent().asSet().isEmpty());
  }

  public void testAsSet_presentIsImmutable() {
    Set<String> presentAsSet = Optional.of("a").asSet();
    try {
      presentAsSet.add("b");
      fail();

    public static Test suite() {
      TestSuite suite = new TestSuite();

      suite.addTest(
          NavigableSetTestSuiteBuilder.using(new ContiguousSetGenerator())
              .named("Range.asSet")
              .withFeatures(
                  CollectionSize.ANY,
                  KNOWN_ORDER,
                  ALLOWS_NULL_QUERIES,
                  NON_STANDARD_TOSTRING,

  "tf_saved_model.session_initializer"() {initializers = [@legacy_init_op]} : () -> ()
  "tf_saved_model.asset"() {filename = "assets/foo.txt", sym_name = "asset"} : () -> ()
  // CHECK: @legacy_init_op
  func.func @legacy_init_op(%arg0: tensor<!tf_type.string> {tf_saved_model.bound_input = @asset}) attributes {tf_saved_model.exported_names = ["f"]} {

        this.capabilities = capabilities;
    }

    @Override
    public List<? extends Capability> getCapabilities() {
        return capabilities.asSet().asList();
    }

    function_aliases: Function name -> function alias mapping.
    asset_file_defs: `AssetFileDef`s that associates the asset files and the
      name of the tensors to which the asset file names should be fed. The
      caller should make sure the asset files exist in the output saved model
      directory.

  Raises:
    ValueError iff the graph does not contain a valid signature or the file

// Sets up and runs the passes for exporting `module_op`. The behavior of the
// exporting passes is controlled by `export_opts`. Returns `AssetFileDef`s that
// associate the input arguments of @main and the asset file names. Asset file
// names will be used to feed the corresponding tensors during initialization
// upon model loading.
// TODO: b/329206105 - Add unit tests after decomposing post processing passes.