flytek8s

package
v1.13.3 Latest Latest
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 Go to latest Published: Oct 23, 2024 License: Apache-2.0 Imports: 29 Imported by: 4

Documentation

Index

Constants

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const Interrupted = "Interrupted"
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const OOMKilled = "OOMKilled"
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const PodKind = "pod"
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const PrimaryContainerKey = "primary_container_name"
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const PrimaryContainerNotFound = "PrimaryContainerNotFound"
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const ResourceNvidiaGPU = "nvidia.com/gpu"

ResourceNvidiaGPU is the name of the Nvidia GPU resource. Copied from: k8s.io/autoscaler/cluster-autoscaler/utils/gpu/gpu.go

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const SIGKILL = 137

Variables

This section is empty.

Functions

func AddCoPilotToContainer 

func AddCoPilotToContainer(ctx context.Context, cfg config.FlyteCoPilotConfig, c *v1.Container, iFace *core.TypedInterface, pilot *core.DataLoadingConfig) error

func AddCoPilotToPod 

func AddCoPilotToPod(ctx context.Context, cfg config.FlyteCoPilotConfig, coPilotPod *v1.PodSpec, iFace *core.TypedInterface, taskExecMetadata core2.TaskExecutionMetadata, inputPaths io.InputFilePaths, outputPaths io.OutputFilePaths, pilot *core.DataLoadingConfig) error

func AddFlyteCustomizationsToContainer 

func AddFlyteCustomizationsToContainer(ctx context.Context, parameters template.Parameters,
	mode ResourceCustomizationMode, container *v1.Container) error

AddFlyteCustomizationsToContainer takes a container definition which specifies how to run a Flyte task and fills in templated command and argument values, updates resources and decorates environment variables with platform and task-specific customizations.

func AddPreferredNodeSelectorRequirements added in v1.9.20 

func AddPreferredNodeSelectorRequirements(base *v1.Affinity, weight int32, new ...v1.NodeSelectorRequirement)

AddPreferredNodeSelectorRequirements appends the provided v1.NodeSelectorRequirement objects to an existing v1.Affinity object's list of preferred scheduling terms. See: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#node-affinity-weight for how weights are used during scheduling.

func AddRequiredNodeSelectorRequirements added in v1.9.20 

func AddRequiredNodeSelectorRequirements(base *v1.Affinity, new ...v1.NodeSelectorRequirement)

AddRequiredNodeSelectorRequirements adds the provided v1.NodeSelectorRequirement objects to an existing v1.Affinity object. If there are no existing required node selectors, the new v1.NodeSelectorRequirement will be added as-is. However, if there are existing required node selectors, we iterate over all existing node selector terms and append the node selector requirement. Note that multiple node selector terms are OR'd, and match expressions within a single node selector term are AND'd during scheduling. See: https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#node-affinity

func ApplyContainerImageOverride added in v1.11.0 

func ApplyContainerImageOverride(podSpec *v1.PodSpec, containerImage string, primaryContainerName string)

func ApplyFlytePodConfiguration 

func ApplyFlytePodConfiguration(ctx context.Context, tCtx pluginsCore.TaskExecutionContext, podSpec *v1.PodSpec, objectMeta *metav1.ObjectMeta, primaryContainerName string) (*v1.PodSpec, *metav1.ObjectMeta, error)

ApplyFlytePodConfiguration updates the PodSpec and ObjectMeta with various Flyte configuration. This includes applying default k8s configuration, applying overrides (resources etc.), injecting copilot containers, and merging with the configuration PodTemplate (if exists).

func ApplyGPUNodeSelectors added in v1.9.20 

func ApplyGPUNodeSelectors(podSpec *v1.PodSpec, gpuAccelerator *core.GPUAccelerator)

func ApplyInterruptibleNodeAffinity 

func ApplyInterruptibleNodeAffinity(interruptible bool, podSpec *v1.PodSpec)

ApplyInterruptibleNodeAffinity configures the node-affinity for the pod using the configuration specified.

func ApplyInterruptibleNodeSelectorRequirement 

func ApplyInterruptibleNodeSelectorRequirement(interruptible bool, affinity *v1.Affinity)

ApplyInterruptibleNodeSelectorRequirement configures the node selector requirement of the node-affinity using the configuration specified.

func ApplyResourceOverrides 

func ApplyResourceOverrides(resources, platformResources v1.ResourceRequirements, assignIfUnset bool) v1.ResourceRequirements

ApplyResourceOverrides handles resource resolution, allocation and validation. Primarily, it ensures that container resources do not exceed defined platformResource limits and in the case of assignIfUnset, ensures that limits and requests are sensibly set for resources of all types.

func BuildIdentityPod 

func BuildIdentityPod() *v1.Pod

func BuildRawContainer 

func BuildRawContainer(ctx context.Context, tCtx pluginscore.TaskExecutionContext) (*v1.Container, error)

BuildRawContainer constructs a Container based on the definition passed by the TaskExecutionContext.

func BuildRawPod 

func BuildRawPod(ctx context.Context, tCtx pluginsCore.TaskExecutionContext) (*v1.PodSpec, *metav1.ObjectMeta, string, error)

BuildRawPod constructs a PodSpec and ObjectMeta based on the definition passed by the TaskExecutionContext. This definition does not include any configuration injected by Flyte.

func CalculateStorageSize 

func CalculateStorageSize(requirements *v1.ResourceRequirements) *resource.Quantity

func CopilotCommandArgs 

func CopilotCommandArgs(storageConfig *storage.Config) []string

func DataVolume 

func DataVolume(name string, size *resource.Quantity) v1.Volume

func DecorateEnvVars 

func DecorateEnvVars(ctx context.Context, envVars []v1.EnvVar, envFroms []v1.EnvFromSource, taskEnvironmentVariables map[string]string, id pluginsCore.TaskExecutionID, consoleURL string) ([]v1.EnvVar, []v1.EnvFromSource)

func DemystifyFailure 

func DemystifyFailure(status v1.PodStatus, info pluginsCore.TaskInfo) (pluginsCore.PhaseInfo, error)

DemystifyFailure resolves the various Kubernetes pod failure modes to determine the most appropriate course of action

func DemystifyPending 

func DemystifyPending(status v1.PodStatus, info pluginsCore.TaskInfo) (pluginsCore.PhaseInfo, error)

DemystifyPending is one the core functions, that helps FlytePropeller determine if a pending pod is indeed pending, or it is actually stuck in a un-reparable state. In such a case the pod should be marked as dead and the task should be retried. This has to be handled sadly, as K8s is still largely designed for long running services that should recover from failures, but Flyte pods are completely automated and should either run or fail Important considerations. Pending Status in Pod could be for various reasons and sometimes could signal a problem Case I: Pending because the Image pull is failing and it is backing off 

This could be transient. So we can actually rely on the failure reason.
The failure transitions from ErrImagePull -> ImagePullBackoff

Case II: Not enough resources are available. This is tricky. It could be that the total number of 

resources requested is beyond the capability of the system. for this we will rely on configuration
and hence input gates. We should not allow bad requests that Request for large number of resource through.
In the case it makes through, we will fail after timeout

func DemystifySuccess 

func DemystifySuccess(status v1.PodStatus, info pluginsCore.TaskInfo) (pluginsCore.PhaseInfo, error)

func DeterminePrimaryContainerPhase 

func DeterminePrimaryContainerPhase(primaryContainerName string, statuses []v1.ContainerStatus, info *pluginsCore.TaskInfo) pluginsCore.PhaseInfo

DeterminePrimaryContainerPhase as the name suggests, given all the containers, will return a pluginsCore.PhaseInfo object corresponding to the phase of the primaryContainer which is identified using the provided name. This is useful in case of sidecars or pod jobs, where Flyte will monitor successful exit of a single container.

func DownloadCommandArgs 

func DownloadCommandArgs(fromInputsPath, outputPrefix storage.DataReference, toLocalPath string, format core.DataLoadingConfig_LiteralMapFormat, inputInterface *core.VariableMap) ([]string, error)

func FlyteCoPilotContainer 

func FlyteCoPilotContainer(name string, cfg config.FlyteCoPilotConfig, args []string, volumeMounts ...v1.VolumeMount) (v1.Container, error)

func GetContainer added in v1.9.18 

func GetContainer(podSpec *v1.PodSpec, name string) (*v1.Container, error)

func GetContextEnvVars 

func GetContextEnvVars(ownerCtx context.Context) []v1.EnvVar

func GetExecutionEnvVars 

func GetExecutionEnvVars(id pluginsCore.TaskExecutionID, consoleURL string) []v1.EnvVar

func GetLastTransitionOccurredAt 

func GetLastTransitionOccurredAt(pod *v1.Pod) metav1.Time

func GetMessageAfterGracePeriod added in v1.10.7 

func GetMessageAfterGracePeriod(message string, gracePeriod time.Duration) string

func GetPodTemplateUpdatesHandler 

func GetPodTemplateUpdatesHandler(store *PodTemplateStore) cache.ResourceEventHandler

GetPodTemplateUpdatesHandler returns a new ResourceEventHandler which adds / removes PodTemplates to / from the provided PodTemplateStore.

func GetPodTolerations 

func GetPodTolerations(interruptible bool, resourceRequirements ...v1.ResourceRequirements) []v1.Toleration

func GetReportedAt 

func GetReportedAt(pod *v1.Pod) metav1.Time

func GetServiceAccountNameFromTaskExecutionMetadata 

func GetServiceAccountNameFromTaskExecutionMetadata(taskExecutionMetadata pluginmachinery_core.TaskExecutionMetadata) string

func MergeResources 

func MergeResources(in v1.ResourceRequirements, out *v1.ResourceRequirements)

func MergeWithBasePodTemplate 

func MergeWithBasePodTemplate(ctx context.Context, tCtx pluginsCore.TaskExecutionContext,
	podSpec *v1.PodSpec, objectMeta *metav1.ObjectMeta, primaryContainerName string) (*v1.PodSpec, *metav1.ObjectMeta, error)

MergeWithBasePodTemplate attempts to merge the provided PodSpec and ObjectMeta with the configuration PodTemplate for this task.

func NewPluginTaskExecutionContext added in v1.10.6 

func NewPluginTaskExecutionContext(tc pluginsCore.TaskExecutionContext, options ...PluginTaskExecutionContextOption) pluginsCore.TaskExecutionContext

func SanitizeGPUResourceRequirements added in v1.12.0 

func SanitizeGPUResourceRequirements(resources *v1.ResourceRequirements)

Convert GPU resource requirements named 'gpu' the recognized 'nvidia.com/gpu' identifier.

func SidecarCommandArgs 

func SidecarCommandArgs(fromLocalPath string, outputPrefix, rawOutputPath storage.DataReference, startTimeout time.Duration, iface *core.TypedInterface) ([]string, error)

func ToK8sContainer 

func ToK8sContainer(ctx context.Context, tCtx pluginscore.TaskExecutionContext) (*v1.Container, error)

ToK8sContainer builds a Container based on the definition passed by the TaskExecutionContext. This involves applying all Flyte configuration including k8s plugins and resource requests.

func ToK8sEnvVar 

func ToK8sEnvVar(env []*core.KeyValuePair) []v1.EnvVar

func ToK8sPodSpec 

func ToK8sPodSpec(ctx context.Context, tCtx pluginsCore.TaskExecutionContext) (*v1.PodSpec, *metav1.ObjectMeta, string, error)

ToK8sPodSpec builds a PodSpec and ObjectMeta based on the definition passed by the TaskExecutionContext. This involves parsing the raw PodSpec definition and applying all Flyte configuration options.

func ToK8sResourceList 

func ToK8sResourceList(resources []*core.Resources_ResourceEntry) (v1.ResourceList, error)

TODO we should modify the container resources to contain a map of enum values? Also we should probably create tolerations / taints, but we could do that as a post process

func ToK8sResourceRequirements 

func ToK8sResourceRequirements(resources *core.Resources) (*v1.ResourceRequirements, error)

func UpdatePod 

func UpdatePod(taskExecutionMetadata pluginsCore.TaskExecutionMetadata,
	resourceRequirements []v1.ResourceRequirements, podSpec *v1.PodSpec)

UpdatePod updates the base pod spec used to execute tasks. This is configured with plugins and task metadata-specific options

Types

type PluginTaskExecutionContextOption added in v1.10.6 

type PluginTaskExecutionContextOption func(*pluginTaskExecutionContext)

func WithExtendedResources added in v1.10.6 

func WithExtendedResources(er *core.ExtendedResources) PluginTaskExecutionContextOption

func WithInterruptible added in v1.10.6 

func WithInterruptible(v bool) PluginTaskExecutionContextOption

func WithResources added in v1.10.6 

func WithResources(r *v1.ResourceRequirements) PluginTaskExecutionContextOption

type PodTemplateStore 

type PodTemplateStore struct {
	*sync.Map
	// contains filtered or unexported fields
}

PodTemplateStore maintains a thread-safe mapping of active PodTemplates with their associated namespaces. 

var DefaultPodTemplateStore PodTemplateStore = NewPodTemplateStore()

func NewPodTemplateStore 

func NewPodTemplateStore() PodTemplateStore

NewPodTemplateStore initializes a new PodTemplateStore

func (*PodTemplateStore) Delete 

func (p *PodTemplateStore) Delete(podTemplate *v1.PodTemplate)

Delete removes the specified PodTemplate from the store.

func (*PodTemplateStore) LoadOrDefault 

func (p *PodTemplateStore) LoadOrDefault(namespace string, podTemplateName string) *v1.PodTemplate

LoadOrDefault returns the PodTemplate with the specified name in the given namespace. If one does not exist it attempts to retrieve the one associated with the defaultNamespace.

func (*PodTemplateStore) SetDefaultNamespace 

func (p *PodTemplateStore) SetDefaultNamespace(namespace string)

SetDefaultNamespace sets the default namespace for the PodTemplateStore.

func (*PodTemplateStore) Store 

func (p *PodTemplateStore) Store(podTemplate *v1.PodTemplate)

Store loads the specified PodTemplate into the store.

type ResourceCustomizationMode 

type ResourceCustomizationMode int
const (
	// ResourceCustomizationModeAssignResources is used for container tasks where resources are validated and assigned if necessary.
	ResourceCustomizationModeAssignResources ResourceCustomizationMode = iota
	// ResourceCustomizationModeMergeExistingResources is used for primary containers in pod tasks where container requests and limits are
	// merged, validated and assigned if necessary.
	ResourceCustomizationModeMergeExistingResources
	// ResourceCustomizationModeEnsureExistingResourcesInRange is used for secondary containers in pod tasks where requests and limits are only
	// adjusted if needed (downwards).
	ResourceCustomizationModeEnsureExistingResourcesInRange
)

func ResourceCustomizationModeString 

func ResourceCustomizationModeString(s string) (ResourceCustomizationMode, error)

ResourceCustomizationModeString retrieves an enum value from the enum constants string name. Throws an error if the param is not part of the enum.

func ResourceCustomizationModeValues 

func ResourceCustomizationModeValues() []ResourceCustomizationMode

ResourceCustomizationModeValues returns all values of the enum

func (ResourceCustomizationMode) IsAResourceCustomizationMode 

func (i ResourceCustomizationMode) IsAResourceCustomizationMode() bool

IsAResourceCustomizationMode returns "true" if the value is listed in the enum definition. "false" otherwise

func (ResourceCustomizationMode) String 

func (i ResourceCustomizationMode) String() string

type ResourceRequirement 

type ResourceRequirement struct {
	Request resource.Quantity
	Limit   resource.Quantity
}

func AdjustOrDefaultResource 

func AdjustOrDefaultResource(request, limit, platformDefault, platformLimit resource.Quantity) ResourceRequirement

AdjustOrDefaultResource validates resources conform to platform limits and assigns defaults for Request and Limit values by using the Request when the Limit is unset, and vice versa.

Source Files

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Directories

Path Synopsis
Package config contains configuration for the flytek8s module - which is global configuration for all Flyte K8s interactions.
 Package config contains configuration for the flytek8s module - which is global configuration for all Flyte K8s interactions.

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