using tensorflow::shape_inference::InferenceContext;
using tensorflow::shape_inference::ShapeHandle;

namespace mlir {
namespace TF {
namespace {

// Compute a refined type between two types `lhs` and `rhs`, the result type
// is always more refined (i.e. has more static information) than `lhs`
// This method will actually merge the information contained in the
// types, it is capable of refining:

  }

  // Tests where tf.Const's value needs to be refined.

  func.func @const_refine() -> tensor<*xi32> {
    %0 = "tf.Const"() {value = dense<[3, 2]> : tensor<2xi32>} : () -> tensor<*xi32>
    // CHECK: "tf.Const"
    // CHECK-SAME: -> tensor<2xi32>
    func.return %0 : tensor<*xi32>
  }

  // Tests the case where an op's shape function returns non-fully-defined shapes.

  // CHECK-LABEL: func @op_non_fully_defined_shape_fn

  parser.emitError(parser.getNameLoc()) << "unknown TFL type: " << data_type;
  return nullptr;
}

void TFLDialect::initialize() {
  addOperations<
#define GET_OP_LIST
#include "tensorflow/compiler/mlir/lite/ir/tfl_ops.cc.inc"
      >();
  addAttributes<
#define GET_ATTRDEF_LIST
#include "tensorflow/compiler/mlir/lite/ir/tfl_ops_attrdefs.cc.inc"
      >();
  addInterfaces<TensorFlowLiteInlinerInterface,

void TF_DeleteServer(TF_Server* server) {
#if !defined(IS_MOBILE_PLATFORM) && !defined(IS_SLIM_BUILD)
  delete server;
#endif  // !defined(IS_MOBILE_PLATFORM) && !defined(IS_SLIM_BUILD)
}

void TF_RegisterLogListener(void (*listener)(const char*)) {
#if !defined(IS_MOBILE_PLATFORM) && !defined(IS_SLIM_BUILD)
  tensorflow::logging::RegisterListener(listener);
#endif  // !defined(IS_MOBILE_PLATFORM) && !defined(IS_SLIM_BUILD)
}

that allows uppercase defined by the regex (?i)^[0-9a-f]{8}-?[0-9a-f]{4}-?3[0-9a-f]{3}-?[0-9a-f]{4}-?[0-9a-f]{12}$ - uuid4: an UUID4 that allows uppercase defined by the regex (?i)^[0-9a-f]{8}-?[0-9a-f]{4}-?4[0-9a-f]{3}-?[89ab][0-9a-f]{3}-?[0-9a-f]{12}$ - uuid5: an UUID5 that allows uppercase defined by the regex (?i)^[0-9a-f]{8}-?[0-9a-f]{4}-?5[0-9a-f]{3}-?[89ab][0-9a-f]{3}-?[0-9a-f]{12}$ - isbn: an ISBN10 or ISBN13 number string like \"0321751043\" or \"978-0321751041\" - isbn10: an ISBN10 number...

        "properties": {
          "causes": {

        "properties": {
          "causes": {

        "properties": {
          "causes": {

        "properties": {
          "causes": {

        "properties": {
          "causes": {