const FunctionDef *f1_rewritten = fld.Find("f1_rearrange_0");
  CHECK_NE(f1_rewritten, nullptr);
  ASSERT_EQ(f1_rewritten->signature().input_arg_size(), 2);
  EXPECT_EQ(f1_rewritten->signature().input_arg(0).type(), DT_BOOL);
  EXPECT_EQ(f1_rewritten->signature().input_arg(1).type(), DT_RESOURCE);
  ASSERT_EQ(f1_rewritten->signature().output_arg_size(), 1);
  EXPECT_EQ(f1_rewritten->signature().output_arg(0).type(), DT_BOOL);

TEST(FingerprintingTest, TestSerializeProto) {
  std::string many_fields_text_proto = R"pb(
    string_field: "abc123"
  )pb";
  ManyFields many_fields;
  TF_ASSERT_OK(ParseTextProto(many_fields_text_proto, &many_fields));
  ASSERT_EQ(SerializeProto(many_fields), many_fields.SerializeAsString());
}

TEST(FingerprintingTest, TestHashFieldsV2) {
  std::string cpb_file = io::JoinPath(

            // Register that we've asserted this location
            assertedLocationCount += 1

            def offsetLocation = locations.find {
                it instanceof OffsetInFileLocation
            }
            assert offsetLocation != null: "Expected a precise file location, but it was null"
            // Register that we've asserted this location
            assertedLocationCount += 1
        }

		noTick()

		// Test that len sees an immediate tick arrive
		// for Reset of timer in heap.
		tim.Reset(1)
		assertLen()
		assertTick()

		// Test that len sees an immediate tick arrive
		// for Reset of timer NOT in heap.
		tim.Stop()
		drainAsync()
		tim.Reset(1)
		assertLen()
		assertTick()
	}

	// Sleep long enough that a second tick must happen if this is a ticker.

  ASSERT_TRUE(muladd_shape != nullptr);
  ASSERT_EQ(muladd_shape->parameters_size(), 2);
  EXPECT_TRUE(
      ShapeUtil::Compatible(xla::Shape(muladd_shape->parameters(0)), f32_2x2));
  EXPECT_TRUE(
      ShapeUtil::Compatible(xla::Shape(muladd_shape->parameters(1)), f32_2x2));

  const xla::Shape muladd_result(muladd_shape->result());
  ASSERT_EQ(muladd_result.element_type(), xla::TUPLE);

  TF_ASSERT_OK(BuildXlaOps(root, fdef_lib, &graph));

  Node* stateful_partitioned_call_op = nullptr;
  for (Node* n : graph->op_nodes()) {
    if (n->type_string() == "StatefulPartitionedCall") {
      ASSERT_EQ(stateful_partitioned_call_op, nullptr);
      stateful_partitioned_call_op = n;
    }
  }

  ASSERT_NE(stateful_partitioned_call_op, nullptr);
  auto xla_compile = NodeWith(Op("_XlaCompile"));

  EXPECT_TRUE(mlir::isa<mlir::DenseStringElementsAttr>(attr));
  auto string_attr = mlir::cast<mlir::DenseStringElementsAttr>(attr);
  auto string_values = string_attr.getRawStringData();
  ASSERT_EQ(string_values.size(), 4);
  EXPECT_EQ(string_values[0], mlir::StringRef("one"));
  EXPECT_EQ(string_values[1], mlir::StringRef("two"));
  EXPECT_EQ(string_values[2], mlir::StringRef("three"));

		kidx := ir.NewIndexExpr(base.Pos, vstatk, i)
		kidx.SetBounded(true)

		// typechecker rewrites OINDEX to OINDEXMAP
		lhs := typecheck.AssignExpr(ir.NewIndexExpr(base.Pos, m, kidx)).(*ir.IndexExpr)
		base.AssertfAt(lhs.Op() == ir.OINDEXMAP, lhs.Pos(), "want OINDEXMAP, have %+v", lhs)
		lhs.RType = n.RType

		zero := ir.NewAssignStmt(base.Pos, i, ir.NewInt(base.Pos, 0))

//   ...
//
// where pred_format is a function or functor that takes n (in the
// case of ASSERT_PRED_FORMATn) values and their source expression
// text, and returns a testing::AssertionResult.  See the definition
// of ASSERT_EQ in gtest.h for an example.
//
// If you don't care about formatting, you can use the more
// restrictive version:
//
//   ASSERT_PRED1(pred, v1)
//   ASSERT_PRED2(pred, v1, v2)
//   ...
//

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