main.go 31.4 KB
Newer Older
1
/*
2
 * SPDX-FileCopyrightText: Copyright (c) 2022 Atalaya Tech. Inc
3
 * SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
4
5
6
7
8
9
10
11
12
13
14
15
16
 * SPDX-License-Identifier: Apache-2.0
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 * http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
17
 * Modifications Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES
18
19
20
21
22
 */

package main

import (
23
	"context"
24
25
	"crypto/tls"
	"flag"
26
	"net/url"
27
	"os"
28
	"time"
29
30
31

	// Import all Kubernetes client auth plugins (e.g. Azure, GCP, OIDC, etc.)
	// to ensure that exec-entrypoint and run can make use of them.
32

33
	corev1 "k8s.io/api/core/v1"
34
	apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
35
36
	"k8s.io/client-go/discovery/cached/memory"
	"k8s.io/client-go/dynamic"
37
38
	"k8s.io/client-go/informers"
	"k8s.io/client-go/kubernetes"
39
	_ "k8s.io/client-go/plugin/pkg/client/auth"
40
41
	"k8s.io/client-go/restmapper"
	"k8s.io/client-go/scale"
42
	k8sCache "k8s.io/client-go/tools/cache"
43
44
45
46
47
48
49
50
51
52
53
	"sigs.k8s.io/controller-runtime/pkg/cache"

	"k8s.io/apimachinery/pkg/runtime"
	utilruntime "k8s.io/apimachinery/pkg/util/runtime"
	clientgoscheme "k8s.io/client-go/kubernetes/scheme"
	ctrl "sigs.k8s.io/controller-runtime"
	"sigs.k8s.io/controller-runtime/pkg/healthz"
	"sigs.k8s.io/controller-runtime/pkg/log/zap"
	metricsserver "sigs.k8s.io/controller-runtime/pkg/metrics/server"
	"sigs.k8s.io/controller-runtime/pkg/webhook"

54
55
56
	lwsscheme "sigs.k8s.io/lws/client-go/clientset/versioned/scheme"
	volcanoscheme "volcano.sh/apis/pkg/client/clientset/versioned/scheme"

57
	semver "github.com/Masterminds/semver/v3"
58
	nvidiacomv1alpha1 "github.com/ai-dynamo/dynamo/deploy/operator/api/v1alpha1"
59
	nvidiacomv1beta1 "github.com/ai-dynamo/dynamo/deploy/operator/api/v1beta1"
60
61
62
63
64
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/consts"
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/controller"
	commonController "github.com/ai-dynamo/dynamo/deploy/operator/internal/controller_common"
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/modelendpoint"
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/namespace_scope"
65
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/observability"
66
67
68
69
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/rbac"
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/secret"
	"github.com/ai-dynamo/dynamo/deploy/operator/internal/secrets"
	internalwebhook "github.com/ai-dynamo/dynamo/deploy/operator/internal/webhook"
70
	webhookdefaulting "github.com/ai-dynamo/dynamo/deploy/operator/internal/webhook/defaulting"
71
	webhookvalidation "github.com/ai-dynamo/dynamo/deploy/operator/internal/webhook/validation"
72
	grovev1alpha1 "github.com/ai-dynamo/grove/operator/api/core/v1alpha1"
73
	istioclientsetscheme "istio.io/client-go/pkg/clientset/versioned/scheme"
74
	gaiev1 "sigs.k8s.io/gateway-api-inference-extension/api/v1"
75
76
77
78
79
80
81
82
	//+kubebuilder:scaffold:imports
)

var (
	scheme   = runtime.NewScheme()
	setupLog = ctrl.Log.WithName("setup")
)

83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
func createScalesGetter(mgr ctrl.Manager) (scale.ScalesGetter, error) {
	config := mgr.GetConfig()

	// Create kubernetes client for discovery
	kubeClient, err := kubernetes.NewForConfig(config)
	if err != nil {
		return nil, err
	}

	// Create cached discovery client
	cachedDiscovery := memory.NewMemCacheClient(kubeClient.Discovery())

	// Create REST mapper
	restMapper := restmapper.NewDeferredDiscoveryRESTMapper(cachedDiscovery)

	scalesGetter, err := scale.NewForConfig(
		config,
		restMapper,
		dynamic.LegacyAPIPathResolverFunc,
		scale.NewDiscoveryScaleKindResolver(cachedDiscovery),
	)
	if err != nil {
		return nil, err
	}

	return scalesGetter, nil
}

111
112
113
114
func init() {
	utilruntime.Must(clientgoscheme.AddToScheme(scheme))

	utilruntime.Must(nvidiacomv1alpha1.AddToScheme(scheme))
115
116
117
118

	utilruntime.Must(lwsscheme.AddToScheme(scheme))

	utilruntime.Must(volcanoscheme.AddToScheme(scheme))
119
120

	utilruntime.Must(grovev1alpha1.AddToScheme(scheme))
121
122
123
124

	utilruntime.Must(apiextensionsv1.AddToScheme(scheme))

	utilruntime.Must(istioclientsetscheme.AddToScheme(scheme))
125
126

	utilruntime.Must(gaiev1.Install(scheme))
127
	utilruntime.Must(nvidiacomv1beta1.AddToScheme(scheme))
128
129
130
	//+kubebuilder:scaffold:scheme
}

131
//nolint:gocyclo
132
133
134
135
136
137
138
139
func main() {
	var metricsAddr string
	var enableLeaderElection bool
	var probeAddr string
	var secureMetrics bool
	var enableHTTP2 bool
	var restrictedNamespace string
	var leaderElectionID string
140
	var leaderElectionNamespace string
141
142
	var natsAddr string
	var etcdAddr string
143
	var istioVirtualServiceGateway string
144
	var virtualServiceSupportsHTTPS bool
145
	var ingressControllerClassName string
146
147
	var ingressControllerTLSSecretName string
	var ingressHostSuffix string
148
	var groveTerminationDelay time.Duration
149
	var modelExpressURL string
150
	var prometheusEndpoint string
151
152
	var mpiRunSecretName string
	var mpiRunSecretNamespace string
153
	var plannerClusterRoleName string
154
	var dgdrProfilingClusterRoleName string
155
	var eppClusterRoleName string
156
157
158
	var namespaceScopeLeaseDuration time.Duration
	var namespaceScopeLeaseRenewInterval time.Duration
	var operatorVersion string
159
	var discoveryBackend string
160
	var enableWebhooks bool
161
	var gpuDiscoveryEnabled bool
162
163
164
165
166
167
168
169
170
171
172
	// Checkpoint configuration
	var checkpointEnabled bool
	var checkpointStorageType string
	var checkpointSignalHostPath string
	var checkpointPVCName string
	var checkpointPVCBasePath string
	var checkpointS3URI string
	var checkpointS3CredentialsSecret string
	var checkpointOCIURI string
	var checkpointOCICredentialsSecret string
	var checkpointInitContainerImage string
173
174
	var checkpointReadyForCheckpointFilePath string
	var checkpointRestoreMarkerFilePath string
175
176
177
178
179
180
181
182
183
	flag.StringVar(&metricsAddr, "metrics-bind-address", ":8080", "The address the metric endpoint binds to.")
	flag.StringVar(&probeAddr, "health-probe-bind-address", ":8081", "The address the probe endpoint binds to.")
	flag.BoolVar(&enableLeaderElection, "leader-elect", false,
		"Enable leader election for controller manager. "+
			"Enabling this will ensure there is only one active controller manager.")
	flag.BoolVar(&secureMetrics, "metrics-secure", false,
		"If set the metrics endpoint is served securely")
	flag.BoolVar(&enableHTTP2, "enable-http2", false,
		"If set, HTTP/2 will be enabled for the metrics and webhook servers")
184
185
186
	flag.BoolVar(&enableWebhooks, "enable-webhooks", false,
		"Enable admission webhooks for validation. When enabled, controllers skip validation "+
			"(webhooks handle it). When disabled, controllers perform validation.")
187
188
189
	flag.BoolVar(&gpuDiscoveryEnabled, "gpu-discovery-enabled", true,
		"Whether GPU discovery is enabled for namespace-scoped operators. When true (default), "+
			"the Helm chart has provisioned a ClusterRole granting node read access for GPU hardware discovery.")
190
191
192
193
	flag.StringVar(&restrictedNamespace, "restrictedNamespace", "",
		"Enable resources filtering, only the resources belonging to the given namespace will be handled.")
	flag.StringVar(&leaderElectionID, "leader-election-id", "", "Leader election id"+
		"Id to use for the leader election.")
194
195
196
	flag.StringVar(&leaderElectionNamespace,
		"leader-election-namespace", "",
		"Namespace where the leader election resource will be created (default: same as operator namespace)")
197
198
	flag.StringVar(&natsAddr, "natsAddr", "", "address of the NATS server")
	flag.StringVar(&etcdAddr, "etcdAddr", "", "address of the etcd server")
199
200
	flag.StringVar(&istioVirtualServiceGateway, "istio-virtual-service-gateway", "",
		"The name of the istio virtual service gateway to use")
201
202
	flag.BoolVar(&virtualServiceSupportsHTTPS, "virtual-service-supports-https", false,
		"If set, assume VirtualService endpoints are HTTPS")
203
204
	flag.StringVar(&ingressControllerClassName, "ingress-controller-class-name", "",
		"The name of the ingress controller class to use")
205
206
207
208
	flag.StringVar(&ingressControllerTLSSecretName, "ingress-controller-tls-secret-name", "",
		"The name of the ingress controller TLS secret to use")
	flag.StringVar(&ingressHostSuffix, "ingress-host-suffix", "",
		"The suffix to use for the ingress host")
209
	flag.DurationVar(&groveTerminationDelay, "grove-termination-delay", consts.DefaultGroveTerminationDelay,
210
		"The termination delay for Grove PodCliqueSets")
211
212
	flag.StringVar(&modelExpressURL, "model-express-url", "",
		"URL of the Model Express server to inject into all pods")
213
214
	flag.StringVar(&prometheusEndpoint, "prometheus-endpoint", "",
		"URL of the Prometheus endpoint to use for metrics")
215
216
217
218
	flag.StringVar(&mpiRunSecretName, "mpi-run-ssh-secret-name", "",
		"Name of the secret containing the SSH key for MPI Run (required)")
	flag.StringVar(&mpiRunSecretNamespace, "mpi-run-ssh-secret-namespace", "",
		"Namespace where the MPI SSH secret is located (required)")
219
220
	flag.StringVar(&plannerClusterRoleName, "planner-cluster-role-name", "",
		"Name of the ClusterRole for planner (cluster-wide mode only)")
221
222
	flag.StringVar(&dgdrProfilingClusterRoleName, "dgdr-profiling-cluster-role-name", "",
		"Name of the ClusterRole for DGDR profiling jobs (cluster-wide mode only)")
223
224
	flag.StringVar(&eppClusterRoleName, "epp-cluster-role-name", "",
		"Name of the ClusterRole for EPP (cluster-wide mode only)")
225
226
227
228
229
230
	flag.DurationVar(&namespaceScopeLeaseDuration, "namespace-scope-lease-duration", 30*time.Second,
		"Duration of namespace scope marker lease before expiration (namespace-restricted mode only)")
	flag.DurationVar(&namespaceScopeLeaseRenewInterval, "namespace-scope-lease-renew-interval", 10*time.Second,
		"Interval for renewing namespace scope marker lease (namespace-restricted mode only)")
	flag.StringVar(&operatorVersion, "operator-version", "unknown",
		"Version of the operator (used in lease holder identity)")
231
232
	flag.StringVar(&discoveryBackend, "discovery-backend", "kubernetes",
		"Discovery backend to use: 'kubernetes' (default, uses Kubernetes API) or 'etcd' (uses ETCD)")
233
234
235
236
237
	// Checkpoint flags
	flag.BoolVar(&checkpointEnabled, "checkpoint-enabled", false,
		"Enable checkpoint/restore functionality")
	flag.StringVar(&checkpointStorageType, "checkpoint-storage-type", commonController.CheckpointStorageTypePVC,
		"Checkpoint storage backend type: pvc, s3, or oci")
238
	flag.StringVar(&checkpointSignalHostPath, "checkpoint-signal-host-path", "/var/lib/chrek/signals",
239
		"Host path for signal files used for checkpoint job coordination")
240
	flag.StringVar(&checkpointPVCName, "checkpoint-pvc-name", "chrek-pvc",
241
242
243
244
245
246
247
248
249
250
251
252
253
		"Name of the PVC for checkpoint storage (used when storage-type=pvc)")
	flag.StringVar(&checkpointPVCBasePath, "checkpoint-pvc-base-path", "/checkpoints",
		"Base path within the PVC for storing checkpoints (used when storage-type=pvc)")
	flag.StringVar(&checkpointS3URI, "checkpoint-s3-uri", "",
		"S3 URI for checkpoint storage: s3://[endpoint/]bucket/prefix (used when storage-type=s3)")
	flag.StringVar(&checkpointS3CredentialsSecret, "checkpoint-s3-credentials-secret", "",
		"Secret name containing AWS credentials (used when storage-type=s3)")
	flag.StringVar(&checkpointOCIURI, "checkpoint-oci-uri", "",
		"OCI URI for checkpoint storage: oci://registry/repository (used when storage-type=oci)")
	flag.StringVar(&checkpointOCICredentialsSecret, "checkpoint-oci-credentials-secret", "",
		"Docker config secret name for OCI registry auth (used when storage-type=oci)")
	flag.StringVar(&checkpointInitContainerImage, "checkpoint-init-container-image", "busybox:latest",
		"Image to use for checkpoint init containers (e.g., signal file cleanup)")
254
255
256
257
258
	flag.StringVar(&checkpointReadyForCheckpointFilePath,
		"checkpoint-ready-for-checkpoint-file-path", "/tmp/ready-for-checkpoint",
		"Path written by the worker container when the model is loaded and ready for checkpointing")
	flag.StringVar(&checkpointRestoreMarkerFilePath, "checkpoint-restore-marker-file-path", "/tmp/dynamo-restored",
		"Path written by restore-entrypoint after successful CRIU restore")
259
260
261
262
263
	opts := zap.Options{
		Development: true,
	}
	opts.BindFlags(flag.CommandLine)
	flag.Parse()
264
	ctrl.SetLogger(zap.New(zap.UseFlagOptions(&opts)))
265

266
267
268
269
270
	if restrictedNamespace == "" && plannerClusterRoleName == "" {
		setupLog.Error(nil, "planner-cluster-role-name is required in cluster-wide mode")
		os.Exit(1)
	}

271
272
273
274
275
276
277
278
	// Validate and normalize operator version to semver
	if _, err := semver.NewVersion(operatorVersion); err != nil {
		setupLog.Info("WARNING: operator-version is not valid semver, falling back to 0.0.0-unknown",
			"provided", operatorVersion, "error", err.Error())
		operatorVersion = "0.0.0-unknown"
	}
	setupLog.Info("Operator version configured", "version", operatorVersion)

279
280
281
	// Validate discoveryBackend value
	if discoveryBackend != "kubernetes" && discoveryBackend != "etcd" {
		setupLog.Error(nil, "invalid discovery-backend value, must be 'kubernetes' or 'etcd'", "value", discoveryBackend)
282
283
		os.Exit(1)
	}
284
	setupLog.Info("Discovery backend configured", "backend", discoveryBackend)
285

286
287
288
289
290
291
292
293
294
	// Validate modelExpressURL if provided
	if modelExpressURL != "" {
		if _, err := url.Parse(modelExpressURL); err != nil {
			setupLog.Error(err, "invalid model-express-url provided", "url", modelExpressURL)
			os.Exit(1)
		}
		setupLog.Info("Model Express URL configured", "url", modelExpressURL)
	}

295
296
297
298
299
300
301
302
303
304
	if mpiRunSecretName == "" {
		setupLog.Error(nil, "mpi-run-ssh-secret-name is required")
		os.Exit(1)
	}

	if mpiRunSecretNamespace == "" {
		setupLog.Error(nil, "mpi-run-ssh-secret-namespace is required")
		os.Exit(1)
	}

305
	ctrlConfig := commonController.Config{
306
		RestrictedNamespace: restrictedNamespace,
307
308
309
310
		Grove: commonController.GroveConfig{
			Enabled:          false, // Will be set after Grove discovery
			TerminationDelay: groveTerminationDelay,
		},
311
312
313
		LWS: commonController.LWSConfig{
			Enabled: false, // Will be set after LWS discovery
		},
314
315
316
		KaiScheduler: commonController.KaiSchedulerConfig{
			Enabled: false, // Will be set after Kai-scheduler discovery
		},
317
318
		EtcdAddress: etcdAddr,
		NatsAddress: natsAddr,
319
320
321
322
323
324
		IngressConfig: commonController.IngressConfig{
			VirtualServiceGateway:      istioVirtualServiceGateway,
			IngressControllerClassName: ingressControllerClassName,
			IngressControllerTLSSecret: ingressControllerTLSSecretName,
			IngressHostSuffix:          ingressHostSuffix,
		},
325
326
		ModelExpressURL:    modelExpressURL,
		PrometheusEndpoint: prometheusEndpoint,
327
328
329
		MpiRun: commonController.MpiRunConfig{
			SecretName: mpiRunSecretName,
		},
330
		RBAC: commonController.RBACConfig{
331
332
			PlannerClusterRoleName:       plannerClusterRoleName,
			DGDRProfilingClusterRoleName: dgdrProfilingClusterRoleName,
333
			EPPClusterRoleName:           eppClusterRoleName,
334
		},
335
		DiscoveryBackend: discoveryBackend,
336
		Checkpoint: commonController.CheckpointConfig{
337
338
339
340
			Enabled:                    checkpointEnabled,
			InitContainerImage:         checkpointInitContainerImage,
			ReadyForCheckpointFilePath: checkpointReadyForCheckpointFilePath,
			RestoreMarkerFilePath:      checkpointRestoreMarkerFilePath,
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
			Storage: commonController.CheckpointStorageConfig{
				Type:           checkpointStorageType,
				SignalHostPath: checkpointSignalHostPath,
				PVC: commonController.CheckpointPVCConfig{
					PVCName:  checkpointPVCName,
					BasePath: checkpointPVCBasePath,
				},
				S3: commonController.CheckpointS3Config{
					URI:                  checkpointS3URI,
					CredentialsSecretRef: checkpointS3CredentialsSecret,
				},
				OCI: commonController.CheckpointOCIConfig{
					URI:                  checkpointOCIURI,
					CredentialsSecretRef: checkpointOCICredentialsSecret,
				},
			},
		},
358
359
	}

360
	mainCtx := ctrl.SetupSignalHandler()
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378

	// if the enable-http2 flag is false (the default), http/2 should be disabled
	// due to its vulnerabilities. More specifically, disabling http/2 will
	// prevent from being vulnerable to the HTTP/2 Stream Cancellation and
	// Rapid Reset CVEs. For more information see:
	// - https://github.com/advisories/GHSA-qppj-fm5r-hxr3
	// - https://github.com/advisories/GHSA-4374-p667-p6c8
	disableHTTP2 := func(c *tls.Config) {
		setupLog.Info("disabling http/2")
		c.NextProtos = []string{"http/1.1"}
	}

	tlsOpts := []func(*tls.Config){}
	if !enableHTTP2 {
		tlsOpts = append(tlsOpts, disableHTTP2)
	}

	webhookServer := webhook.NewServer(webhook.Options{
379
380
381
382
383
384
		// Bind to all interfaces so the Service can reach the webhook server
		Host: "0.0.0.0",
		// Must match the port exposed by the manager container and targeted by the Service.
		Port: 9443,
		// Must match the mountPath of the webhook certificate secret in the Deployment.
		CertDir: "/tmp/k8s-webhook-server/serving-certs",
385
386
387
388
389
390
391
392
393
394
		TLSOpts: tlsOpts,
	})

	mgrOpts := ctrl.Options{
		Scheme: scheme,
		Metrics: metricsserver.Options{
			BindAddress:   metricsAddr,
			SecureServing: secureMetrics,
			TLSOpts:       tlsOpts,
		},
395
396
397
398
399
		WebhookServer:           webhookServer,
		HealthProbeBindAddress:  probeAddr,
		LeaderElection:          enableLeaderElection,
		LeaderElectionID:        leaderElectionID,
		LeaderElectionNamespace: leaderElectionNamespace,
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
		// LeaderElectionReleaseOnCancel defines if the leader should step down voluntarily
		// when the Manager ends. This requires the binary to immediately end when the
		// Manager is stopped, otherwise, this setting is unsafe. Setting this significantly
		// speeds up voluntary leader transitions as the new leader don't have to wait
		// LeaseDuration time first.
		//
		// In the default scaffold provided, the program ends immediately after
		// the manager stops, so would be fine to enable this option. However,
		// if you are doing or is intended to do any operation such as perform cleanups
		// after the manager stops then its usage might be unsafe.
		// LeaderElectionReleaseOnCancel: true,
	}
	if restrictedNamespace != "" {
		mgrOpts.Cache.DefaultNamespaces = map[string]cache.Config{
			restrictedNamespace: {},
		}
416
417
418
		setupLog.Info("Restricted namespace configured, launching in restricted mode", "namespace", restrictedNamespace)
	} else {
		setupLog.Info("No restricted namespace configured, launching in cluster-wide mode")
419
420
421
422
423
424
425
	}
	mgr, err := ctrl.NewManager(ctrl.GetConfigOrDie(), mgrOpts)
	if err != nil {
		setupLog.Error(err, "unable to start manager")
		os.Exit(1)
	}

426
427
428
429
	// Initialize observability metrics
	setupLog.Info("Initializing observability metrics")
	observability.InitMetrics()

430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
	// Initialize namespace scope mechanism
	var leaseManager *namespace_scope.LeaseManager
	var leaseWatcher *namespace_scope.LeaseWatcher

	if restrictedNamespace != "" {
		// Namespace-restricted mode: Create and maintain namespace scope marker lease
		setupLog.Info("Creating namespace scope marker lease manager",
			"namespace", restrictedNamespace,
			"leaseDuration", namespaceScopeLeaseDuration,
			"renewInterval", namespaceScopeLeaseRenewInterval)

		leaseManager, err = namespace_scope.NewLeaseManager(
			mgr.GetConfig(),
			restrictedNamespace,
			operatorVersion,
			namespaceScopeLeaseDuration,
			namespaceScopeLeaseRenewInterval,
		)
		if err != nil {
			setupLog.Error(err, "unable to create namespace scope marker lease manager")
			os.Exit(1)
		}

		// Start the lease manager
		if err = leaseManager.Start(mainCtx); err != nil {
			setupLog.Error(err, "unable to start namespace scope marker lease manager")
			os.Exit(1)
		}

		// Monitor for fatal lease errors
		// If lease renewal fails repeatedly, we must exit to prevent split-brain
		go func() {
			select {
			case err := <-leaseManager.Errors():
				setupLog.Error(err, "FATAL: Lease manager encountered unrecoverable error, shutting down to prevent split-brain")
				os.Exit(1)
			case <-mainCtx.Done():
				// Normal shutdown, error channel monitoring no longer needed
				return
			}
		}()

		// Ensure lease is released on shutdown
		defer func() {
			shutdownCtx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
			defer cancel()
			if err := leaseManager.Stop(shutdownCtx); err != nil {
				setupLog.Error(err, "failed to stop lease manager cleanly")
			}
		}()

		setupLog.Info("Namespace scope marker lease manager started successfully")
	} else {
		// Cluster-wide mode: Watch for namespace scope marker leases
		setupLog.Info("Setting up namespace scope marker lease watcher for cluster-wide mode")

		leaseWatcher, err = namespace_scope.NewLeaseWatcher(mgr.GetConfig())
		if err != nil {
			setupLog.Error(err, "unable to create namespace scope marker lease watcher")
			os.Exit(1)
		}

		// Start the lease watcher
		if err = leaseWatcher.Start(mainCtx); err != nil {
			setupLog.Error(err, "unable to start namespace scope marker lease watcher")
			os.Exit(1)
		}

		setupLog.Info("Namespace scope marker lease watcher started successfully")
499
500
501

		// Pass leaseWatcher to controller config for namespace exclusion filtering
		ctrlConfig.ExcludedNamespaces = leaseWatcher
502
503
	}

504
505
506
	// Start resource counter background goroutine (after ExcludedNamespaces is set)
	setupLog.Info("Starting resource counter")
	go observability.StartResourceCounter(mainCtx, mgr.GetClient(), ctrlConfig.ExcludedNamespaces)
507

508
	// Detect orchestrators availability using discovery client
509
510
511
	setupLog.Info("Detecting Grove availability...")
	groveEnabled := commonController.DetectGroveAvailability(mainCtx, mgr)
	ctrlConfig.Grove.Enabled = groveEnabled
512
513
	setupLog.Info("Detecting LWS availability...")
	lwsEnabled := commonController.DetectLWSAvailability(mainCtx, mgr)
514
515
516
517
	setupLog.Info("Detecting Volcano availability...")
	volcanoEnabled := commonController.DetectVolcanoAvailability(mainCtx, mgr)
	// LWS for multinode deployment usage depends on both LWS and Volcano availability
	ctrlConfig.LWS.Enabled = lwsEnabled && volcanoEnabled
518
519
520
521
522
	// Detect Kai-scheduler availability using discovery client
	setupLog.Info("Detecting Kai-scheduler availability...")
	kaiSchedulerEnabled := commonController.DetectKaiSchedulerAvailability(mainCtx, mgr)
	ctrlConfig.KaiScheduler.Enabled = kaiSchedulerEnabled

523
524
525
526
527
528
529
	setupLog.Info("Detected orchestrators availability",
		"grove", groveEnabled,
		"lws", lwsEnabled,
		"volcano", volcanoEnabled,
		"kai-scheduler", kaiSchedulerEnabled,
	)

530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
	dockerSecretRetriever := secrets.NewDockerSecretIndexer(mgr.GetClient())
	// refresh whenever a secret is created/deleted/updated
	// Set up informer
	var factory informers.SharedInformerFactory
	if restrictedNamespace == "" {
		factory = informers.NewSharedInformerFactory(kubernetes.NewForConfigOrDie(mgr.GetConfig()), time.Hour*24)
	} else {
		factory = informers.NewFilteredSharedInformerFactory(
			kubernetes.NewForConfigOrDie(mgr.GetConfig()),
			time.Hour*24,
			restrictedNamespace,
			nil,
		)
	}
	secretInformer := factory.Core().V1().Secrets().Informer()
	// Start the informer factory
	go factory.Start(mainCtx.Done())
	// Wait for the initial sync
	if !k8sCache.WaitForCacheSync(mainCtx.Done(), secretInformer.HasSynced) {
		setupLog.Error(nil, "Failed to sync informer cache")
		os.Exit(1)
	}
	setupLog.Info("Secret informer cache synced and ready")
	_, err = secretInformer.AddEventHandler(k8sCache.ResourceEventHandlerFuncs{
		AddFunc: func(obj interface{}) {
			secret := obj.(*corev1.Secret)
			if secret.Type == corev1.SecretTypeDockerConfigJson {
				setupLog.Info("refreshing docker secrets index after secret creation...")
				err := dockerSecretRetriever.RefreshIndex(context.Background())
				if err != nil {
					setupLog.Error(err, "unable to refresh docker secrets index after secret creation")
				} else {
					setupLog.Info("docker secrets index refreshed after secret creation")
				}
			}
		},
		UpdateFunc: func(old, new interface{}) {
			newSecret := new.(*corev1.Secret)
			if newSecret.Type == corev1.SecretTypeDockerConfigJson {
				setupLog.Info("refreshing docker secrets index after secret update...")
				err := dockerSecretRetriever.RefreshIndex(context.Background())
				if err != nil {
					setupLog.Error(err, "unable to refresh docker secrets index after secret update")
				} else {
					setupLog.Info("docker secrets index refreshed after secret update")
				}
			}
		},
		DeleteFunc: func(obj interface{}) {
			secret := obj.(*corev1.Secret)
			if secret.Type == corev1.SecretTypeDockerConfigJson {
				setupLog.Info("refreshing docker secrets index after secret deletion...")
				err := dockerSecretRetriever.RefreshIndex(context.Background())
				if err != nil {
					setupLog.Error(err, "unable to refresh docker secrets index after secret deletion")
				} else {
					setupLog.Info("docker secrets index refreshed after secret deletion")
				}
			}
		},
	})
	if err != nil {
		setupLog.Error(err, "unable to add event handler to secret informer")
593
594
		os.Exit(1)
	}
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
	// launch a goroutine to refresh the docker secret indexer in any case every minute
	go func() {
		// Initial refresh
		if err := dockerSecretRetriever.RefreshIndex(context.Background()); err != nil {
			setupLog.Error(err, "initial docker secrets index refresh failed")
		}
		ticker := time.NewTicker(60 * time.Second)
		defer ticker.Stop()
		for {
			select {
			case <-mainCtx.Done():
				return
			case <-ticker.C:
				setupLog.Info("refreshing docker secrets index...")
				if err := dockerSecretRetriever.RefreshIndex(mainCtx); err != nil {
					setupLog.Error(err, "unable to refresh docker secrets index")
				}
				setupLog.Info("docker secrets index refreshed")
			}
		}
	}()
616
617
618
619
620
621
622
623

	// Create MPI SSH SecretReplicator for cross-namespace secret replication
	mpiSecretReplicator := secret.NewSecretReplicator(
		mgr.GetClient(),
		mpiRunSecretNamespace,
		mpiRunSecretName,
	)

624
625
626
627
628
	if err = (&controller.DynamoComponentDeploymentReconciler{
		Client:                mgr.GetClient(),
		Recorder:              mgr.GetEventRecorderFor("dynamocomponentdeployment"),
		Config:                ctrlConfig,
		DockerSecretRetriever: dockerSecretRetriever,
629
	}).SetupWithManager(mgr); err != nil {
630
		setupLog.Error(err, "unable to create controller", "controller", "DynamoComponentDeployment")
631
632
		os.Exit(1)
	}
633
634
635
636
637
638
639
	// Create scale client for Grove resource scaling
	scaleClient, err := createScalesGetter(mgr)
	if err != nil {
		setupLog.Error(err, "unable to create scale client")
		os.Exit(1)
	}

640
641
642
	// Initialize RBAC manager for cross-namespace resource management
	rbacManager := rbac.NewManager(mgr.GetClient())

643
	if err = (&controller.DynamoGraphDeploymentReconciler{
644
645
646
647
		Client:                mgr.GetClient(),
		Recorder:              mgr.GetEventRecorderFor("dynamographdeployment"),
		Config:                ctrlConfig,
		DockerSecretRetriever: dockerSecretRetriever,
648
		ScaleClient:           scaleClient,
649
		MPISecretReplicator:   mpiSecretReplicator,
650
		RBACManager:           rbacManager,
651
	}).SetupWithManager(mgr); err != nil {
652
		setupLog.Error(err, "unable to create controller", "controller", "DynamoGraphDeployment")
653
654
		os.Exit(1)
	}
655

656
657
658
659
660
661
662
663
664
665
	if err = (&controller.DynamoGraphDeploymentScalingAdapterReconciler{
		Client:   mgr.GetClient(),
		Scheme:   mgr.GetScheme(),
		Recorder: mgr.GetEventRecorderFor("dgdscalingadapter"),
		Config:   ctrlConfig,
	}).SetupWithManager(mgr); err != nil {
		setupLog.Error(err, "unable to create controller", "controller", "DGDScalingAdapter")
		os.Exit(1)
	}

666
	if err = (&controller.DynamoGraphDeploymentRequestReconciler{
667
668
669
670
		Client:      mgr.GetClient(),
		Recorder:    mgr.GetEventRecorderFor("dynamographdeploymentrequest"),
		Config:      ctrlConfig,
		RBACManager: rbacManager,
671
672
673
674
	}).SetupWithManager(mgr); err != nil {
		setupLog.Error(err, "unable to create controller", "controller", "DynamoGraphDeploymentRequest")
		os.Exit(1)
	}
675
676
677
678
679

	if err = (&controller.DynamoModelReconciler{
		Client:         mgr.GetClient(),
		Recorder:       mgr.GetEventRecorderFor("dynamomodel"),
		EndpointClient: modelendpoint.NewClient(),
680
		Config:         ctrlConfig,
681
682
683
684
	}).SetupWithManager(mgr); err != nil {
		setupLog.Error(err, "unable to create controller", "controller", "DynamoModel")
		os.Exit(1)
	}
685

686
687
688
689
690
691
692
693
694
	if err = (&controller.CheckpointReconciler{
		Client:   mgr.GetClient(),
		Config:   ctrlConfig,
		Recorder: mgr.GetEventRecorderFor("checkpoint"),
	}).SetupWithManager(mgr); err != nil {
		setupLog.Error(err, "unable to create controller", "controller", "DynamoCheckpoint")
		os.Exit(1)
	}

695
696
	// Set webhooks enabled flag in config
	ctrlConfig.WebhooksEnabled = enableWebhooks
697
	ctrlConfig.GPUDiscoveryEnabled = gpuDiscoveryEnabled
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729

	if enableWebhooks {
		setupLog.Info("Webhooks are enabled - webhooks will validate, controllers will skip validation")
	} else {
		setupLog.Info("Webhooks are disabled - controllers will validate (defense in depth)")
	}

	// Configure webhooks with lease-based namespace exclusion (only if enabled)
	// In cluster-wide mode, inject ctrlConfig.ExcludedNamespaces (leaseWatcher) so webhooks can defer
	// to namespace-restricted operators. In namespace-restricted mode, webhooks validate without checking
	// leases (ExcludedNamespaces is nil). The webhooks use LeaseAwareValidator wrapper to add coordination.
	if enableWebhooks {
		if ctrlConfig.RestrictedNamespace == "" {
			// Cluster-wide mode: inject the same ExcludedNamespaces used by controllers
			setupLog.Info("Configuring webhooks with lease-based namespace exclusion for cluster-wide mode")
			internalwebhook.SetExcludedNamespaces(ctrlConfig.ExcludedNamespaces)
		} else {
			// Namespace-restricted mode: no exclusion checking needed (validators not wrapped)
			setupLog.Info("Configuring webhooks for namespace-restricted mode (no lease checking)",
				"restrictedNamespace", ctrlConfig.RestrictedNamespace)
			internalwebhook.SetExcludedNamespaces(nil)
		}

		// Register validation webhook handlers
		setupLog.Info("Registering validation webhooks")

		dcdHandler := webhookvalidation.NewDynamoComponentDeploymentHandler()
		if err = dcdHandler.RegisterWithManager(mgr); err != nil {
			setupLog.Error(err, "unable to register webhook", "webhook", "DynamoComponentDeployment")
			os.Exit(1)
		}

730
		dgdHandler := webhookvalidation.NewDynamoGraphDeploymentHandler(mgr)
731
732
733
734
735
736
737
738
739
740
741
742
		if err = dgdHandler.RegisterWithManager(mgr); err != nil {
			setupLog.Error(err, "unable to register webhook", "webhook", "DynamoGraphDeployment")
			os.Exit(1)
		}

		dmHandler := webhookvalidation.NewDynamoModelHandler()
		if err = dmHandler.RegisterWithManager(mgr); err != nil {
			setupLog.Error(err, "unable to register webhook", "webhook", "DynamoModel")
			os.Exit(1)
		}

		isClusterWide := ctrlConfig.RestrictedNamespace == ""
743
		dgdrHandler := webhookvalidation.NewDynamoGraphDeploymentRequestHandler(isClusterWide, gpuDiscoveryEnabled)
744
745
746
747
748
		if err = dgdrHandler.RegisterWithManager(mgr); err != nil {
			setupLog.Error(err, "unable to register webhook", "webhook", "DynamoGraphDeploymentRequest")
			os.Exit(1)
		}

749
750
751
752
753
754
755
		if err = ctrl.NewWebhookManagedBy(mgr).
			For(&nvidiacomv1alpha1.DynamoGraphDeploymentRequest{}).
			Complete(); err != nil {
			setupLog.Error(err, "unable to register conversion webhook", "webhook", "DynamoGraphDeploymentRequest-conversion")
			os.Exit(1)
		}

756
		setupLog.Info("Validation webhooks registered successfully")
757
758
759
760
761
762
763
764
765
766
767

		// Register defaulting (mutating) webhook handlers
		setupLog.Info("Registering defaulting webhooks")

		dgdDefaulter := webhookdefaulting.NewDGDDefaulter(operatorVersion)
		if err = dgdDefaulter.RegisterWithManager(mgr); err != nil {
			setupLog.Error(err, "unable to register webhook", "webhook", "DynamoGraphDeployment-defaulting")
			os.Exit(1)
		}

		setupLog.Info("Defaulting webhooks registered successfully")
768
	}
769
770
771
772
773
774
775
776
777
778
779
780
	//+kubebuilder:scaffold:builder

	if err := mgr.AddHealthzCheck("healthz", healthz.Ping); err != nil {
		setupLog.Error(err, "unable to set up health check")
		os.Exit(1)
	}
	if err := mgr.AddReadyzCheck("readyz", healthz.Ping); err != nil {
		setupLog.Error(err, "unable to set up ready check")
		os.Exit(1)
	}

	setupLog.Info("starting manager")
781
	if err := mgr.Start(mainCtx); err != nil {
782
783
784
785
		setupLog.Error(err, "problem running manager")
		os.Exit(1)
	}
}