mlflow

package

v0.0.0-...-91183f6 Latest Latest Go to latest Published: May 14, 2024 License: MIT Imports: 11 Imported by: 0

Details

Valid go.mod file
Redistributable license
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Stable version
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Repository

github.com/Trendyol/mlflow-operator

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Documentation ¶

Index ¶

type Model
- func (m Model) GenerateDeploymentName(prefix string) string
- func (m Model) ToLowerName() string
type ModelDeploymentObjectConfig
type Models
type ObjectManager

Constants ¶

This section is empty.

Variables ¶

This section is empty.

Functions ¶

This section is empty.

Types ¶

type Model ¶

type Model struct {
	Name    string
	Version string
}

func (Model) GenerateDeploymentName ¶

func (m Model) GenerateDeploymentName(prefix string) string

func (Model) ToLowerName ¶

func (m Model) ToLowerName() string

type ModelDeploymentObjectConfig ¶

type ModelDeploymentObjectConfig struct {
	Name               string
	Namespace          string
	MlFlowServerConfig *mlflowv1beta1.MLFlow
	Model              Model
	CPURequest         resource.Quantity
	CPULimit           resource.Quantity
	MemoryRequest      resource.Quantity
	MemoryLimit        resource.Quantity
	MlFlowTrackingURI  string
	MlFlowModelImage   string
}

type Models ¶

type Models []Model

type ObjectManager ¶

type ObjectManager struct {
	Scheme *runtime.Scheme
	Debug  bool
}

func (*ObjectManager) CreateMlflowDeploymentObject ¶

func (om *ObjectManager) CreateMlflowDeploymentObject(name string, namespace string, config *mlflowv1beta1.MLFlow) (*appsv1.Deployment, error)

func (*ObjectManager) CreateMlflowModelDeploymentObject ¶

func (om *ObjectManager) CreateMlflowModelDeploymentObject(config ModelDeploymentObjectConfig) (*appsv1.Deployment, error)

func (*ObjectManager) CreateMlflowPVCObject ¶

func (om *ObjectManager) CreateMlflowPVCObject(name string, namespace string, folder string, config *mlflowv1beta1.MLFlow) (*corev1.PersistentVolumeClaim, error)

func (*ObjectManager) CreateMlflowServiceObject ¶

func (om *ObjectManager) CreateMlflowServiceObject(name string, namespace string, config *mlflowv1beta1.MLFlow) (*corev1.Service, error)

func (*ObjectManager) CreateMlflowWineQualityJobObject ¶

func (om *ObjectManager) CreateMlflowWineQualityJobObject(name string, namespace string, config *mlflowv1beta1.MLFlow) (*batchv1.Job, error)

func (*ObjectManager) CreateVolumeMountObject ¶

func (om *ObjectManager) CreateVolumeMountObject(volumes []string) []corev1.VolumeMount

func (*ObjectManager) CreateVolumeObject ¶

func (om *ObjectManager) CreateVolumeObject(volumes []string) []corev1.Volume

Source Files ¶

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