modeljob

Documentation

Overview

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.

Index

• func GenerateExtractionModelJob(domain, project, modelName, versionName, format string) *modeljobsv1alpha1.ModelJob
• func IsExtractModel(format string) bool
• type ModelJobController
  • func New(kleverossClient clientset.Interface, ...) *ModelJobController
  • func (m ModelJobController) Create(namespace string, modeljob *modeljobsv1alpha1.ModelJob) (*modeljobsv1alpha1.ModelJob, error)
  • func (m ModelJobController) Delete(namespace, modeljobID string) error
  • func (m ModelJobController) Get(namespace, modeljobID string) (*modeljobsv1alpha1.ModelJob, error)
  • func (m ModelJobController) List(namespace, typeFilter string, opt *paging.ListOption) (*ModelJobList, error)
• type ModelJobList

Functions

func GenerateExtractionModelJob

func GenerateExtractionModelJob(domain, project, modelName, versionName, format string) *modeljobsv1alpha1.ModelJob

GenerateExtractionModelJob will generate ModelJob by base information.

func IsExtractModel

func IsExtractModel(format string) bool

IsExtractModel return bool which is represent whether extract model or not. For `TensorRT` format, since extract MUST have GPU, but GPU resource is precious, so not extract. For `MLflow` format, we current do not support model extraction. models will be handled by MLflow server. For `Others` format, not extract.

Types

type ModelJobController

type ModelJobController struct {
	// contains filtered or unexported fields
}

func New

func New(kleverossClient clientset.Interface, modeljobInformer v1alpha1.ModelJobInformer) *ModelJobController

func (ModelJobController) Create

func (m ModelJobController) Create(namespace string, modeljob *modeljobsv1alpha1.ModelJob) (*modeljobsv1alpha1.ModelJob, error)

func (ModelJobController) Delete

func (m ModelJobController) Delete(namespace, modeljobID string) error

func (ModelJobController) Get

func (m ModelJobController) Get(namespace, modeljobID string) (*modeljobsv1alpha1.ModelJob, error)

func (ModelJobController) List

func (m ModelJobController) List(namespace, typeFilter string, opt *paging.ListOption) (*ModelJobList, error)

type ModelJobList

type ModelJobList struct {
	ListMeta paging.ListMeta               `json:"metadata"`
	Items    []*modeljobsv1alpha1.ModelJob `json:"items"`
}

ModelJobList is the response of List Interface.