configSizeBytes = monitoring.NewDistribution(
		"pilot_xds_config_size_bytes",
		"Distribution of configuration sizes pushed to clients",
		// Important boundaries: 10K, 1M, 4M, 10M, 40M
		// 4M default limit for gRPC, 10M config will start to strain system,
		// 40M is likely upper-bound on config sizes supported.
		[]float64{1, 10000, 1000000, 4000000, 10000000, 40000000},
		monitoring.WithUnit(monitoring.Bytes),
	)
)

  // Max length in number of characters that we permit the total
  // buffer containing the concatenation of all added strings to be.
  // For historical reasons this is limited to 32bit length. At this files
  // inception, sizes were represented using 32bit which forced an implicit cap
  // on the size of the buffer. When this was refactored to use size_t (which
  // could be 64bit) we enforce that the buffer remains at most 32bit length to

//    Ignored for MLIR input.
//  input_arg_shapes_str:  A string representation of input argument shapes for
//    'main' entry-point, separating tensors with ':', dimension with ',', and
//    using '?' for unknown sizes. For example, 'input-arg-shapes=1,2::1,?'
//    expresses argument shapes [1,2], [] and [1,?].
//  is_input_mlir_module: If true, `input_path` is treated as an MLIR
//    module instead of a SavedModel.
//
// Returns:

	maxBytes := 1 + 5*traceBytesPerNumber + len(typName)

	// Estimate the size of this record. This
	// bound is pretty loose, but avoids counting
	// lots of varint sizes.
	//
	// Add 1 because we might also write a traceAllocFreeTypesBatch byte.
	var flushed bool
	w, flushed = w.ensure(1 + maxBytes)
	if flushed {
		// Annotate the batch as containing types.

 * {@link
 * com.google.common.collect.testing.FeatureSpecificTestSuiteBuilder#withFeatures(Feature...)}),
 * this annotation specifies each of the different sizes for which a test suite should be built. (In
 * a typical case, the features should include {@link CollectionSize#ANY}.) These semantics are thus
 * a little different from those of other Collection-related features such as {@link

 * {@link
 * com.google.common.collect.testing.FeatureSpecificTestSuiteBuilder#withFeatures(Feature...)}),
 * this annotation specifies each of the different sizes for which a test suite should be built. (In
 * a typical case, the features should include {@link CollectionSize#ANY}.) These semantics are thus
 * a little different from those of other Collection-related features such as {@link

  if (input_type_size == 0 || output_type_size == 0) {
    std::ostringstream err;
    err << "Cannot bitcast type " << input_type << " to " << output_type
        << " because one of the type sizes is zero";
    TF_SetStatus(status, TF_INVALID_ARGUMENT, err.str().c_str());
    return;
  }

  TF_SetStatus(status, TF_OK, "");
  if (input_type_size < output_type_size) {

	// prefix.
	setBrowserRedirectMiddleware,
	// Adds 'crossdomain.xml' policy middleware to serve legacy flash clients.
	setCrossDomainPolicyMiddleware,
	// Limits all body and header sizes to a maximum fixed limit
	setRequestLimitMiddleware,
	// Validate all the incoming requests.
	setRequestValidityMiddleware,
	// Add upload forwarding middleware for site replication
	setUploadForwardingMiddleware,

			if got != want {
				t.Errorf("unexpected marshaled value\ngot:\n%s\nwant:\n%s", got, want)
			}
		})
	}
}

// BenchmarkMarshalCorpusFile measures the time it takes to serialize byte
// slices of various sizes to a corpus file. The slice contains a repeating
// sequence of bytes 0-255 to mix escaped and non-escaped characters.
func BenchmarkMarshalCorpusFile(b *testing.B) {
	buf := make([]byte, 1024*1024)

    "input-arg-shapes",
    llvm::cl::desc(
        "A string representation of input argument shapes for 'main' "
        "entry-point, separating tensors with ':', dimension with ',', and "
        "using '?' for unknown sizes. For example, 'input-arg-shapes=1,2::1,?' "
        "expresses argument shapes [1,2], [] and [1,?]"),
    llvm::cl::Optional, llvm::cl::init(""));

// NOLINTNEXTLINE
opt<std::string> exported_model_signatures(