{{- /* Copyright Broadcom, Inc. All Rights Reserved. SPDX-License-Identifier: APACHE-2.0 */}} apiVersion: {{ include "common.capabilities.deployment.apiVersion" . }} kind: Deployment metadata: name: {{ template "common.names.fullname" . }} namespace: {{ .Release.Namespace | quote }} labels: {{- include "common.labels.standard" ( dict "customLabels" .Values.commonLabels "context" $ ) | nindent 4 }} {{- if .Values.commonAnnotations }} annotations: {{- include "common.tplvalues.render" ( dict "value" .Values.commonAnnotations "context" $ ) | nindent 4 }} {{- end }} spec: {{- $podLabels := include "common.tplvalues.merge" ( dict "values" ( list .Values.podLabels .Values.commonLabels ) "context" . ) }} selector: matchLabels: {{- include "common.labels.matchLabels" ( dict "customLabels" $podLabels "context" $ ) | nindent 6 }} replicas: {{ .Values.replicaCount }} {{- if .Values.updateStrategy }} strategy: {{- toYaml .Values.updateStrategy | nindent 4 }} {{- end }} template: metadata: labels: {{- include "common.labels.standard" ( dict "customLabels" $podLabels "context" $ ) | nindent 8 }} {{- if or .Values.podAnnotations (and .Values.metrics.enabled .Values.metrics.podAnnotations) }} annotations: {{- if .Values.podAnnotations }} {{- include "common.tplvalues.render" ( dict "value" .Values.podAnnotations "context" $) | nindent 8 }} {{- end }} {{- if and .Values.metrics.enabled .Values.metrics.podAnnotations }} {{- include "common.tplvalues.render" ( dict "value" .Values.metrics.podAnnotations "context" $) | nindent 8 }} {{- end }} {{- end }} spec: {{- include "tensorflow-resnet.imagePullSecrets" . | nindent 6 }} serviceAccountName: {{ include "tensorflow-resnet.serviceAccountName" . }} automountServiceAccountToken: {{ .Values.automountServiceAccountToken }} {{- if .Values.hostAliases }} hostAliases: {{- include "common.tplvalues.render" (dict "value" .Values.hostAliases "context" $) | nindent 8 }} {{- end }} {{- if .Values.affinity }} affinity: {{- include "common.tplvalues.render" ( dict "value" .Values.affinity "context" $) | nindent 8 }} {{- else }} affinity: podAffinity: {{- include "common.affinities.pods" (dict "type" .Values.podAffinityPreset "customLabels" $podLabels "context" $) | nindent 10 }} podAntiAffinity: {{- include "common.affinities.pods" (dict "type" .Values.podAntiAffinityPreset "customLabels" $podLabels "context" $) | nindent 10 }} nodeAffinity: {{- include "common.affinities.nodes" (dict "type" .Values.nodeAffinityPreset.type "key" .Values.nodeAffinityPreset.key "values" .Values.nodeAffinityPreset.values) | nindent 10 }} {{- end }} {{- if .Values.schedulerName }} schedulerName: {{ .Values.schedulerName }} {{- end }} {{- if .Values.topologySpreadConstraints }} topologySpreadConstraints: {{- include "common.tplvalues.render" (dict "value" .Values.topologySpreadConstraints "context" .) | nindent 8 }} {{- end }} {{- if .Values.priorityClassName }} priorityClassName: {{ .Values.priorityClassName | quote }} {{- end }} {{- if .Values.podSecurityContext.enabled }} securityContext: {{- include "common.compatibility.renderSecurityContext" (dict "secContext" .Values.podSecurityContext "context" $) | nindent 8 }} {{- end }} {{- if .Values.nodeSelector }} nodeSelector: {{- include "common.tplvalues.render" ( dict "value" .Values.nodeSelector "context" $) | nindent 8 }} {{- end }} {{- if .Values.tolerations }} tolerations: {{- include "common.tplvalues.render" (dict "value" .Values.tolerations "context" .) | nindent 8 }} {{- end }} initContainers: {{- if .Values.enableDefaultInitContainers }} - name: seed image: {{ include "tensorflow-resnet.client.image" . }} imagePullPolicy: {{ .Values.client.image.pullPolicy | quote }} command: - "/bin/sh" - "-c" - | if [ -f /seed/.initialized ]; then echo "Already initialized. Skipping" else curl -o /seed/resnet_50_classification_1.tar.gz https://storage.googleapis.com/tfhub-modules/tensorflow/resnet_50/classification/1.tar.gz cd /seed/ && mkdir 1 && tar -xzf resnet_50_classification_1.tar.gz -C 1 rm resnet_50_classification_1.tar.gz touch /seed/.initialized fi {{- if .Values.containerSecurityContext.enabled }} securityContext: {{- include "common.compatibility.renderSecurityContext" (dict "secContext" .Values.containerSecurityContext "context" $) | nindent 12 }} {{- end }} volumeMounts: - name: empty-dir mountPath: /tmp subPath: tmp-dir - name: empty-dir mountPath: /seed subPath: app-data-dir {{- end }} {{- if .Values.initContainers }} {{- include "common.tplvalues.render" (dict "value" .Values.initContainers "context" $) | trim | nindent 8 }} {{- end }} containers: - name: tensorflow-serving image: {{ include "tensorflow-resnet.server.image" . }} {{- if .Values.containerSecurityContext.enabled }} securityContext: {{- include "common.compatibility.renderSecurityContext" (dict "secContext" .Values.containerSecurityContext "context" $) | nindent 12 }} {{- end }} imagePullPolicy: {{ .Values.server.image.pullPolicy | quote }} {{- if .Values.diagnosticMode.enabled }} command: {{- include "common.tplvalues.render" (dict "value" .Values.diagnosticMode.command "context" $) | nindent 12 }} {{- else if .Values.command }} command: {{- include "common.tplvalues.render" (dict "value" .Values.command "context" $) | nindent 12 }} {{- end }} {{- if .Values.diagnosticMode.enabled }} args: {{- include "common.tplvalues.render" (dict "value" .Values.diagnosticMode.args "context" $) | nindent 12 }} {{- else if .Values.args }} args: {{- include "common.tplvalues.render" (dict "value" .Values.args "context" $) | nindent 12 }} {{- end }} {{- if .Values.lifecycleHooks }} lifecycle: {{- include "common.tplvalues.render" (dict "value" .Values.lifecycleHooks "context" $) | nindent 12 }} {{- end }} env: - name: TENSORFLOW_SERVING_MODEL_NAME value: "resnet" - name: TENSORFLOW_SERVING_PORT_NUMBER value: "{{ .Values.server.port }}" - name: TENSORFLOW_SERVING_REST_API_PORT_NUMBER value: "{{ .Values.server.restApiPort }}" - name: TENSORFLOW_SERVING_ENABLE_MONITORING value: {{ ternary "yes" "no" .Values.metrics.enabled | quote }} {{- if .Values.extraEnvVars }} {{- include "common.tplvalues.render" (dict "value" .Values.extraEnvVars "context" $) | nindent 12 }} {{- end }} envFrom: {{- if .Values.extraEnvVarsCM }} - configMapRef: name: {{ .Values.extraEnvVarsCM }} {{- end }} {{- if .Values.extraEnvVarsSecret }} - secretRef: name: {{ .Values.extraEnvVarsSecret }} {{- end }} ports: - name: tf-serving containerPort: {{ .Values.containerPorts.server }} - name: tf-serving-api containerPort: {{ .Values.containerPorts.restApi }} {{- if not .Values.diagnosticMode.enabled }} {{- if .Values.customLivenessProbe }} livenessProbe: {{- include "common.tplvalues.render" (dict "value" .Values.customLivenessProbe "context" $) | nindent 12 }} {{- else if .Values.livenessProbe.enabled }} livenessProbe: {{- include "common.tplvalues.render" (dict "value" (omit .Values.livenessProbe "enabled") "context" $) | nindent 12 }} exec: command: - pgrep - tensorflow {{- end }} {{- if .Values.customReadinessProbe }} readinessProbe: {{- include "common.tplvalues.render" (dict "value" .Values.customReadinessProbe "context" $) | nindent 12 }} {{- else if .Values.readinessProbe.enabled }} readinessProbe: {{- include "common.tplvalues.render" (dict "value" (omit .Values.readinessProbe "enabled") "context" $) | nindent 12 }} tcpSocket: port: tf-serving {{- end }} {{- if .Values.customStartupProbe }} startupProbe: {{- include "common.tplvalues.render" (dict "value" .Values.customStartupProbe "context" $) | nindent 12 }} {{- else if .Values.startupProbe.enabled }} startupProbe: {{- include "common.tplvalues.render" (dict "value" (omit .Values.startupProbe "enabled") "context" $) | nindent 12 }} tcpSocket: port: tf-serving {{- end }} {{- end }} {{- if .Values.resources }} resources: {{- toYaml .Values.resources | nindent 12 }} {{- else if ne .Values.resourcesPreset "none" }} resources: {{- include "common.resources.preset" (dict "type" .Values.resourcesPreset) | nindent 12 }} {{- end }} volumeMounts: - name: empty-dir mountPath: /tmp subPath: tmp-dir - name: empty-dir mountPath: /bitnami/model-data subPath: app-data-dir - name: empty-dir mountPath: /opt/bitnami/tensorflow-serving/conf subPath: app-conf-dir - name: empty-dir mountPath: /opt/bitnami/tensorflow-serving/tmp subPath: app-tmp-dir - name: empty-dir mountPath: /opt/bitnami/tensorflow-serving/logs subPath: app-logs-dir {{- if .Values.extraVolumeMounts }} {{- include "common.tplvalues.render" (dict "value" .Values.extraVolumeMounts "context" $) | nindent 12 }} {{- end }} {{- if .Values.sidecars }} {{- include "common.tplvalues.render" (dict "value" .Values.sidecars "context" $) | trim | nindent 8 }} {{- end }} volumes: - name: empty-dir emptyDir: {} {{- if .Values.extraVolumes }} {{- include "common.tplvalues.render" (dict "value" .Values.extraVolumes "context" $) | nindent 8 }} {{- end }}