高级Helm Chart 配置

Seldon Core Operator Chart 配置

本页提供了使用 Helm 3.x 安装Seldon Core安装参数的详细概述。可以在高级别 安装工作流 查看更多信息。

下面参数配置可在 seldon-core-operator Helm chart 的 values.yaml 文件找到，它包含了所有基础的配置和值，使用 --set value.path=YOUR_VALUE 在你的安装中进行配置的自定义设置。

该文件已被设置为自动记录所有核心参数及说明，文件中进一步的信息需要引用特定文档。(翻译版本更新不同步）

  1# # Seldon Core Operator
  2# Below are the default values when installing Seldon Core
  3
  4# Defaults to .Release.Namespace
  5namespaceOverride: ""
  6
  7# ## Ingress Options
  8# You are able to choose between Istio and Ambassador
  9
 10# If you have ambassador installed you can just use the enabled flag
 11ambassador:
 12  enabled: true
 13  singleNamespace: false
 14# When activating Istio, respecive virtual services will be created
 15# You must make sure you create the seldon-gateway as well
 16istio:
 17  enabled: false
 18  gateway: istio-system/seldon-gateway
 19  tlsMode: ""
 20# If you have KEDA installed you can use it for autoscaling
 21keda:
 22  enabled: false
 23# ## Install with Cert Manager
 24# See installation page in documentation for more information
 25certManager:
 26  enabled: false
 27
 28# ## Install with limited namespace visibility
 29# If you want to ensure seldon-core-controller can only have visibility
 30#   to specify namespaces you can set the controllerId
 31controllerId: ""
 32
 33# Whether operator should create the webhooks and configmap on startup (false means created from chart)
 34managerCreateResources: false
 35
 36# Default user id to add to all Pod Security Context as the default
 37# Use this to ensure all container run as non-root by default
 38# For openshift leave blank as usually this will be injected automatically on an openshift cluster
 39# to all pods.
 40defaultUserID: "8888"
 41
 42# runtime user to use for manager
 43managerUserID: 8888
 44
 45# ## Service Orchestrator (Executor)
 46# The executor is the default service orchestrator which has superceded the "Java Engine"
 47executor:
 48  port: 8000
 49  metricsPortName: metrics
 50  image:
 51    pullPolicy: IfNotPresent
 52    registry: docker.io
 53    repository: seldonio/seldon-core-executor
 54    tag: 1.14.0
 55  resources:
 56    cpuLimit: 500m
 57    cpuRequest: 500m
 58    memoryLimit: 512Mi
 59    memoryRequest: 512Mi
 60  prometheus:
 61    path: /prometheus
 62  serviceAccount:
 63    name: default
 64  user: 8888
 65# If you want to make available your own request logger for ELK integration you can set this
 66# For more information see the Production Integration for Payload Request Logging with ELK in the docs
 67  requestLogger:
 68    defaultEndpoint: 'http://default-broker'
 69    workQueueSize: 10000
 70    writeTimeoutMs: 2000
 71  # Whether to run full protocol API based health checks on models in deployment graph. False will just do TCP connects
 72  fullHealthChecks: false
 73
 74
 75# ## Seldon Core Controller Manager Options
 76image:
 77  pullPolicy: IfNotPresent
 78  registry: docker.io
 79  repository: seldonio/seldon-core-operator
 80  tag: 1.14.0
 81manager:
 82  cpuLimit: 500m
 83  cpuRequest: 100m
 84  memoryLimit: 300Mi
 85  memoryRequest: 200Mi
 86  logLevel: INFO
 87  leaderElectionID: a33bd623.machinelearning.seldon.io
 88  annotations: {}
 89  containerSecurityContext: {}
 90  deploymentNameAsPrefix: false
 91  priorityClassName:
 92rbac:
 93  configmap:
 94    create: true
 95  create: true
 96serviceAccount:
 97  create: true
 98  name: seldon-manager
 99singleNamespace: false
100storageInitializer:
101  cpuLimit: "1"
102  cpuRequest: 100m
103  image: seldonio/rclone-storage-initializer:1.14.0
104  memoryLimit: 1Gi
105  memoryRequest: 100Mi
106usageMetrics:
107  enabled: false
108# In scenarios like EKS with non-standard CNI plugin like calico, the control plane cannot reach the webhook
109# hence it is needed to set hostNetwork: true
110hostNetwork: false
111webhook:
112  port: 4443 # If 'hostNetwork: true' you might need to change this port if it is already used by the node
113metrics: # these are the metrics exposed by the controller pod
114  port: 8080 # If 'hostNetwork: true' you might need to change this port if it is already used by the node
115
116# ## Predictive Unit Values
117predictiveUnit:
118  httpPort: 9000
119  grpcPort: 9500
120  metricsPortName: metrics
121  # If you would like to add extra environment variables to the init container to make available
122  #   secrets such as cloud credentials, you can provide a default secret name that will be loaded
123  #   to all the containers. You can then override this using the envSecretRefName in SeldonDeployments
124  defaultEnvSecretRefName: ""
125predictor_servers:
126  MLFLOW_SERVER:
127    protocols:
128      seldon:
129        defaultImageVersion: "1.14.0"
130        image: seldonio/mlflowserver
131      v2:
132        defaultImageVersion: "1.1.0-mlflow"
133        image: seldonio/mlserver
134  SKLEARN_SERVER:
135    protocols:
136      seldon:
137        defaultImageVersion: "1.14.0"
138        image: seldonio/sklearnserver
139      v2:
140        defaultImageVersion: "1.1.0-sklearn"
141        image: seldonio/mlserver
142  TENSORFLOW_SERVER:
143    protocols:
144      seldon:
145        defaultImageVersion: "1.14.0"
146        image: seldonio/tfserving-proxy
147      tensorflow:
148        defaultImageVersion: 2.1.0
149        image:  tensorflow/serving
150  XGBOOST_SERVER:
151    protocols:
152      seldon:
153        defaultImageVersion: "1.14.0"
154        image: seldonio/xgboostserver
155      v2:
156        defaultImageVersion: "1.1.0-xgboost"
157        image: seldonio/mlserver
158  TRITON_SERVER:
159    protocols:
160      v2:
161        defaultImageVersion: "21.08-py3"
162        image: nvcr.io/nvidia/tritonserver
163  HUGGINGFACE_SERVER:
164    protocols:
165      v2:
166        defaultImageVersion: "1.1.0-huggingface"
167        image: seldonio/mlserver
168  TEMPO_SERVER:
169    protocols:
170      v2:
171        defaultImageVersion: "1.1.0-slim"
172        image: seldonio/mlserver
173
174# ## Other
175# You can choose the crds to not be installed if you already installed them
176# This applies to just the yaml template. If you set managerCreateResources=true then
177# it will try to create the CRD but only if it does not exist
178crd:
179  create: true
180  # Whether to force the use of the v1beta1 or v1 CRD.
181  forceV1: false
182  forceV1beta1: false
183  annotations: {} # Annotations to add to the CRD if not created by the Manager
184
185# Warning: credentials will be depricated soon, please use defaultEnvSecretRefName above
186# For more info please check the documentation
187credentials:
188  gcs:
189    gcsCredentialFileName: gcloud-application-credentials.json
190  s3:
191    s3AccessKeyIDName: awsAccessKeyID
192    s3SecretAccessKeyName: awsSecretAccessKey
193
194kubeflow: false
195
196# Explainer image
197explainer:
198  image: seldonio/alibiexplainer:1.14.0
199  image_v2: seldonio/mlserver:1.1.0-alibi-explain