bool IsTensorArrayOp(mlir::Operation* op);

// This class provides utilities for analyzing side effects for TensorArray ops
// in the graph. mlir::TF::SideEffectAnalysis currently produces suboptimal
// side-effect analysis for TensorArray ops. On the other hand, control
// dependencies are already sorted out for TensorArray ops in the original TF
// graph. Each TensorArray op will take or produce a `flow` value and they are

// exported as a TF SavedModel.
void AddCallModuleSerializationPasses(OpPassManager& pm);

// Passes for unpacking quantized ops to int valued StableHLO ops. This is
// useful when uniform quantized types are suboptimal for the hardware. It goes
// through a StableHLO <-> MHLO roundtrip to utilize the MHLOQuantToInt pass.
void AddStablehloQuantToIntPasses(OpPassManager& pm);

      // Some Android 5.0.x Samsung devices have bugs in JDK reflection APIs that cause
      // getDeclaredField to throw a NoSuchFieldException when the field is definitely there.
      // For these users fallback to a suboptimal implementation, based on synchronized. This will
      // be a definite performance hit to those users.
      thrownReflectionFailure = reflectionFailure;
      helper = new SynchronizedAtomicHelper();
    }

      // Some Android 5.0.x Samsung devices have bugs in JDK reflection APIs that cause
      // getDeclaredField to throw a NoSuchFieldException when the field is definitely there.
      // For these users fallback to a suboptimal implementation, based on synchronized. This will
      // be a definite performance hit to those users.
      thrownReflectionFailure = reflectionFailure;
      helper = new SynchronizedAtomicHelper();
    }

      } catch (Exception e) {
        throw new Error(e);
      }
    }
  }

  /**
   * ThreadLocal holding a single-slot int array holding hash code. Unlike the JDK8 version of this
   * class, we use a suboptimal int[] representation to avoid introducing a new type that can impede
   * class-unloading when ThreadLocals are not removed.
   */
  static final ThreadLocal<int @Nullable []> threadHashCode = new ThreadLocal<>();

        outputContains("execution value = someValue")

        when:
        configurationCacheRun()

        then:
        // TODO(mlopatkin) This behavior is correct but suboptimal, as we're never going to have a cache hit.
        //  We may want to warn the user about it.
        configurationCache.assertStateStored()
        outputContains("configuration value = someValue")

      } catch (Exception e) {
        throw new Error(e);
      }
    }
  }

  /**
   * ThreadLocal holding a single-slot int array holding hash code. Unlike the JDK8 version of this
   * class, we use a suboptimal int[] representation to avoid introducing a new type that can impede
   * class-unloading when ThreadLocals are not removed.
   */
  static final ThreadLocal<int @Nullable []> threadHashCode = new ThreadLocal<>();

      } catch (Exception e) {
        throw new Error(e);
      }
    }
  }

  /**
   * ThreadLocal holding a single-slot int array holding hash code. Unlike the JDK8 version of this
   * class, we use a suboptimal int[] representation to avoid introducing a new type that can impede
   * class-unloading when ThreadLocals are not removed.
   */
  static final ThreadLocal<int @Nullable []> threadHashCode = new ThreadLocal<>();

      } catch (Exception e) {
        throw new Error(e);
      }
    }
  }

  /**
   * ThreadLocal holding a single-slot int array holding hash code. Unlike the JDK8 version of this
   * class, we use a suboptimal int[] representation to avoid introducing a new type that can impede
   * class-unloading when ThreadLocals are not removed.
   */
  static final ThreadLocal<int @Nullable []> threadHashCode = new ThreadLocal<>();

	nodeFilter := []ast.Node{
		(*ast.File)(nil),
		(*ast.RangeStmt)(nil),
		(*ast.ForStmt)(nil),
	}
	inspect.Nodes(nodeFilter, func(n ast.Node, push bool) bool {
		if !push {
			// inspect.Nodes is slightly suboptimal as we only use push=true.
			return true
		}
		// Find the variables updated by the loop statement.
		var vars []types.Object
		addVar := func(expr ast.Expr) {
			if id, _ := expr.(*ast.Ident); id != nil {