const char* file_name() const {
    return file_name_.empty() ? NULL : file_name_.c_str();
  }

  // Gets the line in the source file where the test part took place,
  // or -1 if it's unknown.
  int line_number() const { return line_number_; }

  // Gets the summary of the failure message.
  const char* summary() const { return summary_.c_str(); }

  // Gets the message associated with the test part.

                                    std::istreambuf_iterator<char>()};
  }

  flatbuffers::Verifier model_verifier(
      reinterpret_cast<const uint8_t*>(serialized_model->c_str()),
      serialized_model->length());
  if (!model_verifier.VerifyBuffer<Model>()) {
    std::cerr << "Verification failed.\n";
    return true;
  }
  return false;
}

  auto module_op = module.get();
  auto serialized_result_fb = ExportRuntimeMetadata(module_op);
  const auto* result = GetRuntimeMetadata(serialized_result_fb.value().c_str());
  const auto* expected = GetRuntimeMetadata(kExpectedFB.c_str());
  ASSERT_TRUE(result != nullptr);
  ASSERT_TRUE(result->subgraph_metadata() != nullptr);
  ASSERT_TRUE(expected->subgraph_metadata() != nullptr);
  Verify(result, expected);
}

    std::string flops_str;
    std::string mac_str;
    if (ops_count < 10000) {
      flops_str = absl::StrFormat("%ld ", ops_count);
      mac_str = absl::StrFormat("%ld ", ops_count / 2);
    } else if (ops_count < billion) {
      flops_str =
          absl::StrFormat("%.3f M ", static_cast<double>(ops_count) / million);
      mac_str = absl::StrFormat("%.3f M ",

}  // namespace
}  // namespace mlir

int main(int argc, char** argv) {
  llvm::InitLLVM y(argc, argv);
  llvm::cl::ParseCommandLineOptions(argc, argv);
  auto file_or_err = llvm::MemoryBuffer::getFileOrSTDIN(inputFileName.c_str());
  if (std::error_code error = file_or_err.getError()) {
    llvm::errs() << argv[0] << ": could not open input file '" << inputFileName
                 << "': " << error.message() << "\n";
    return 1;
  }

  std::string mat_mul_method =
      absl::StrFormat(kMatMulModuleStr, test_case.mat_mul_method);
  TF_ASSERT_OK_AND_ASSIGN(
      XlaCompiler::CompilationResult result,
      CompileMlirModule(
          mat_mul_method.c_str(),
          ConfigProto::Experimental::MLIR_BRIDGE_ROLLOUT_UNSPECIFIED));
}

INSTANTIATE_TEST_SUITE_P(
    BatchMatMulTest, BatchMatMulTest,
    ::testing::ValuesIn<MatMulTestCase>({
        {"BatchMatMul"},

  // delete[].  Returns the cloned string, or NULL if the input is
  // NULL.
  //
  // This is different from strdup() in string.h, which allocates
  // memory using malloc().
  static const char* CloneCString(const char* c_str);

#if GTEST_OS_WINDOWS_MOBILE
  // Windows CE does not have the 'ANSI' versions of Win32 APIs. To be
  // able to pass strings to Win32 APIs on CE we need to convert them
  // to 'Unicode', UTF-16.

        {
            "detail": [
                {
                    "loc": ["path", "item_id"],
                    "msg": "ensure this value has at least 3 characters",
                    "type": "value_error.any_str.min_length",
                    "ctx": {"limit_value": 3},
                }
            ]
        }
    )


def test_path_param_maxlength_foo():

        | IsDict(
            {
                "ctx": {"limit_value": 1},
                "loc": ["query", "foo"],
                "msg": "ensure this value has at least 1 characters",
                "type": "value_error.any_str.min_length",
            }
        )
    ]
}


@pytest.mark.parametrize(
    "path,expected_status,expected_response",
    [
        ("/default", 200, {"foo": "foo"}),

    // this may not be consistent with python's naming policy.
    mutex_lock l(g_->mu);
    op_.reset(new TF_OperationDescription(g_, op_type_.c_str(),
                                          g_->graph.NewName(op_name).c_str()));
    return absl::OkStatus();
  }
  const string& Name() const override { return op_type_; }
  const string& DeviceName() const override { return device_name_; }