#include "tensorflow/core/framework/op.h"
#include "tensorflow/core/framework/tensor_shape.h"
#include "tensorflow/core/framework/versions.pb.h"
#include "tensorflow/core/lib/monitoring/counter.h"
#include "tensorflow/core/lib/monitoring/sampler.h"
#include "tensorflow/core/platform/errors.h"
#include "tensorflow/core/platform/profile_utils/cpu_utils.h"
#include "tensorflow/core/platform/status.h"

#include "tensorflow/compiler/tf2xla/xla_helpers.h"
#include "xla/client/client_library.h"
#include "xla/stream_executor/platform_manager.h"
#include "tensorflow/core/lib/monitoring/cell_reader.h"
#include "tensorflow/core/lib/monitoring/test_utils.h"
#include "tensorflow/core/platform/env.h"
#include "tensorflow/core/platform/test.h"
#include "tensorflow/core/protobuf/config.pb.h"

== Performance Monitoring

Gradle actively monitors heap usage to detect memory leaks in the Daemon.

When a memory leak exhausts available heap space, the Daemon:

. Finishes the currently running build.
. Restarts before running the next build.

Gradle enables this monitoring by default.

#include "xla/mlir_hlo/mhlo/utils/type_conversion.h"
#include "tensorflow/core/lib/monitoring/counter.h"

namespace mlir {
namespace mhlo {
namespace {

#define GEN_PASS_DEF_LEGALIZETF
#include "tensorflow/compiler/mlir/tf2xla/transforms/xla_legalize_tf_passes.h.inc"

auto *mlir_legalization_count = tensorflow::monitoring::Counter<1>::New(
    "/tensorflow/core/tf2xla/v1/mlir_failed_xla_legalize_tf_count",

#include "tensorflow/core/framework/metrics.h"
#include "tensorflow/core/lib/monitoring/counter.h"
#include "tensorflow/core/platform/status.h"
#include "tensorflow/core/public/session_options.h"
#include "tensorflow/core/util/debug_data_dumper.h"
#include "tsl/platform/errors.h"

namespace tensorflow {

auto* mlir_function_pass_fallback_count = monitoring::Counter<1>::New(

        files:
          - $all
          - "!**/pkg/monitoring/**"
          - "!**/pkg/tracing/**"
        deny:
          - pkg: go.opentelemetry.io/otel
            desc: "do not use OpenTelemetry directly; use pkg/monitoring"
          - pkg: go.opentelemetry.io/otel/metric
            desc: "do not use OpenTelemetry directly; use pkg/monitoring"
      DenyProtobufV1:
        files:
          - $all

	"istio.io/istio/pkg/config/constants"
	"istio.io/istio/pkg/kube"
	"istio.io/istio/pkg/kube/controllers"
	"istio.io/istio/pkg/kube/kclient"
	"istio.io/istio/pkg/monitoring"
)

var (
	eventTypeTag = monitoring.CreateLabel("type")
	EventTotals  = monitoring.NewSum(
		"nodeagent_reconcile_events_total",
		"The total number of node agent reconcile events.",
	)
)

type K8sHandlers interface {

	httpServer  *http.Server // debug, monitoring and readiness Server.
	httpAddr    string
	httpsServer *http.Server // webhooks HTTPS Server.
	httpsAddr   string

	grpcServer        *grpc.Server
	grpcAddress       string
	secureGrpcServer  *grpc.Server
	secureGrpcAddress string

	// monitoringMux listens on monitoringAddr(:15014).
	// Currently runs prometheus monitoring and debug (if enabled).

https://www.evidentlyai.com/blog/fastapi-tutorial title: ML serving and monitoring with FastAPI and Evidently - author: Visual Studio Code Team author_link: https://code.visualstudio.com/ link: https://code.visualstudio.com/docs/python/tutorial-fastapi title: FastAPI Tutorial in Visual Studio Code - author: Apitally author_link: https://apitally.io link: https://blog.apitally.io/fastapi-application-monitoring-made-easy title: FastAPI application monitoring made easy - author: John Philip author_link: https://me...

	if g != nil {
		return g.AutoPassthroughSNIHosts
	}
	return sets.Set[string]{}
}

var (
	typeTag = monitoring.CreateLabel("type")
	nameTag = monitoring.CreateLabel("name")

	totalRejectedConfigs = monitoring.NewSum(
		"pilot_total_rejected_configs",
		"Total number of configs that Pilot had to reject or ignore.",
	)
)