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ms-operator

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提交 47aabfdc 编写于 作者: M mindspore-ci-bot 提交者： Gitee
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!9 Delete redundant comment lines and rename variable names 

Merge pull request !9 from YedongLiu/fixed_var_names
上级 e0a3f13c 5922cdda
隐藏空白更改
内联 并排
Showing with 80 addition and 121 deletion
cmd/ms-operator.v1/app/options/options.go
浏览文件 @ 47aabfdc
......@@ -37,7 +37,7 @@ func NewServerOption() *ServerOption {
// AddFlags adds flags for a specific CMServer to the specified FlagSet
func (s *ServerOption) AddFlags(fs *flag.FlagSet) {
// chaos level will be removed once we have a formal tool to inject failures.
fs.IntVar(&s.ChaosLevel, "chaos-level", -1, "DO NOT USE IN PRODUCTION - level of chaos injected into the PyTorchJob created by the operator.")
fs.IntVar(&s.ChaosLevel, "chaos-level", -1, "DO NOT USE IN PRODUCTION - level of chaos injected into the MSJob created by the operator.")
fs.BoolVar(&s.PrintVersion, "version", false, "Show version and quit")
fs.DurationVar(&s.GCInterval, "gc-interval", 10*time.Minute, "GC interval")
fs.StringVar(&s.ControllerConfigFile, "controller-config-file", "", "Path to file containing the controller config.")
......
pkg/apis/mindspore/helper/helper.go
浏览文件 @ 47aabfdc
......@@ -106,8 +106,7 @@ func ConfigureAcceleratorsForMSJobSpec(c *msv1.MSJobSpec, accelerators map[strin
// Cleanup cleans up user passed spec, e.g. defaulting, transforming fields.
// TODO: move this to admission controller
func Cleanup(c *msv1.MSJobSpec) {
// TODO(jlewi): Add logic to cleanup user provided spec; e.g. by filling in defaults.
// We should have default container images so user doesn't have to provide these.
}
func CRDName() string {
......
pkg/apis/mindspore/v1/types.go
浏览文件 @ 47aabfdc
......@@ -45,7 +45,6 @@ type MSJob struct {
}
type MSJobSpec struct {
// TODO(jlewi): Can we we get rid of this and use some value from Kubernetes or a random ide.
RuntimeId string
// ReplicaSpecs specifies the MS replicas to run.
......@@ -81,11 +80,9 @@ const (
const (
DefaultMSContainer string = "mindspore"
DefaultMSImage string = "mindspore/mindspore:v0.1.0"
DefaultMSImage string = "mindspore/mindspore:v0.1.0-alpha"
)
// TODO(jlewi): We probably want to add a name field. This would allow us to have more than 1 type of each worker.
// This might be useful if you wanted to have a separate set of workers to do eval.
type MSReplicaSpec struct {
// Replicas is the number of desired replicas.
// This is a pointer to distinguish between explicit zero and unspecified.
......
pkg/apis/mindspore/validation/validation.go
浏览文件 @ 47aabfdc
......@@ -57,7 +57,7 @@ func ValidateMSJobSpec(c *msv1.MSJobSpec) error {
}
if !isValidReplicaType {
return fmt.Errorf("tfReplicaSpec.MSReplicaType is %v but must be one of %v", r.MSReplicaType, validReplicaTypes)
return fmt.Errorf("msReplicaSpec.MSReplicaType is %v but must be one of %v", r.MSReplicaType, validReplicaTypes)
}
for _, c := range r.Template.Spec.Containers {
......
pkg/controller/controller.go
浏览文件 @ 47aabfdc
......@@ -12,7 +12,7 @@
// See the License for the specific language governing permissions and
// limitations under the License.
// Package controller provides a Kubernetes controller for a TensorFlow job resource.
// Package controller provides a Kubernetes controller for a MindSpore job resource.
package controller
import (
......@@ -85,9 +85,9 @@ type Controller struct {
syncHandler func(jobKey string) (bool, error)
}
func New(kubeClient kubernetes.Interface, APIExtclient apiextensionsclient.Interface, tfJobClient msjobclient.Interface,
config msv1.ControllerConfig, tfJobInformerFactory informers.SharedInformerFactory) (*Controller, error) {
tfJobInformer := tfJobInformerFactory.Kubeflow().V1().MSJobs()
func New(kubeClient kubernetes.Interface, APIExtclient apiextensionsclient.Interface, msJobClient msjobclient.Interface,
config msv1.ControllerConfig, msJobInformerFactory informers.SharedInformerFactory) (*Controller, error) {
msJobInformer := msJobInformerFactory.Kubeflow().V1().MSJobs()
kubeflowscheme.AddToScheme(scheme.Scheme)
log.Debug("Creating event broadcaster")
......@@ -99,22 +99,21 @@ func New(kubeClient kubernetes.Interface, APIExtclient apiextensionsclient.Inter
controller := &Controller{
KubeClient: kubeClient,
APIExtclient: APIExtclient,
MSJobClient: tfJobClient,
MSJobClient: msJobClient,
WorkQueue: workqueue.NewNamedRateLimitingQueue(workqueue.DefaultControllerRateLimiter(), "MSjobs"),
recorder: recorder,
// TODO(jlewi)): What to do about cluster.Cluster?
jobs: make(map[string]*trainer.TrainingJob),
config: config,
}
log.Info("Setting up event handlers")
// Set up an event handler for when Foo resources change
tfJobInformer.Informer().AddEventHandler(
msJobInformer.Informer().AddEventHandler(
cache.FilteringResourceEventHandler{
FilterFunc: func(obj interface{}) bool {
switch t := obj.(type) {
case *msv1.MSJob:
log.Debugf("filter tfjob name: %v", t.Name)
log.Debugf("filter msjob name: %v", t.Name)
return true
default:
return false
......@@ -129,8 +128,8 @@ func New(kubeClient kubernetes.Interface, APIExtclient apiextensionsclient.Inter
},
})
controller.MSJobLister = tfJobInformer.Lister()
controller.MSJobSynced = tfJobInformer.Informer().HasSynced
controller.MSJobLister = msJobInformer.Lister()
controller.MSJobSynced = msJobInformer.Informer().HasSynced
controller.syncHandler = controller.syncMSJob
return controller, nil
......@@ -216,7 +215,7 @@ func (c *Controller) syncMSJob(key string) (bool, error) {
return false, fmt.Errorf("invalid job key %q: either namespace or name is missing", key)
}
tfJob, err := c.MSJobLister.MSJobs(ns).Get(name)
msJob, err := c.MSJobLister.MSJobs(ns).Get(name)
if err != nil {
if apierrors.IsNotFound(err) {
......@@ -228,8 +227,8 @@ func (c *Controller) syncMSJob(key string) (bool, error) {
// Create a new TrainingJob if there is no TrainingJob stored for it in the jobs map or if the UID's don't match.
// The UID's won't match in the event we deleted the job and then recreated the job with the same name.
if cJob, ok := c.jobs[key]; !ok || cJob.UID() != tfJob.UID {
nc, err := trainer.NewJob(c.KubeClient, c.MSJobClient, c.recorder, tfJob, &c.config)
if cJob, ok := c.jobs[key]; !ok || cJob.UID() != msJob.UID {
nc, err := trainer.NewJob(c.KubeClient, c.MSJobClient, c.recorder, msJob, &c.config)
if err != nil {
return false, err
......@@ -243,15 +242,13 @@ func (c *Controller) syncMSJob(key string) (bool, error) {
return false, err
}
tfJob, err = c.MSJobClient.KubeflowV1().MSJobs(tfJob.ObjectMeta.Namespace).Get(tfJob.ObjectMeta.Name, metav1.GetOptions{})
msJob, err = c.MSJobClient.KubeflowV1().MSJobs(msJob.ObjectMeta.Namespace).Get(msJob.ObjectMeta.Name, metav1.GetOptions{})
if err != nil {
return false, err
}
// TODO(jlewi): This logic will need to change when/if we get rid of phases and move to conditions. At that
// case we should forget about a job when the appropriate condition is reached.
if tfJob.Status.Phase == msv1.MSJobPhaseCleanUp {
if msJob.Status.Phase == msv1.MSJobPhaseCleanUp {
return true, nil
}
return false, nil
......
pkg/trainer/replicas.go
浏览文件 @ 47aabfdc
......@@ -29,9 +29,8 @@ import (
"k8s.io/client-go/kubernetes"
"k8s.io/client-go/tools/record"
torchv1alpha1 "gitee.com/mindspore/ms-operator/pkg/apis/mindspore/v1"
msv1 "gitee.com/mindspore/ms-operator/pkg/apis/mindspore/v1"
"gitee.com/mindspore/ms-operator/pkg/util/k8sutil"
// TOOO(jlewi): Rename to apiErrors
"gitee.com/mindspore/ms-operator/pkg/apis/mindspore/helper"
"gitee.com/mindspore/ms-operator/pkg/util"
)
......@@ -47,53 +46,53 @@ type MSReplicaSet struct {
recorder record.EventRecorder
// Job is a pointer to the TrainingJob to which this replica belongs.
Job *TrainingJob
Spec torchv1alpha1.MSReplicaSpec
Spec msv1.MSReplicaSpec
}
// MSReplicas is an interface for managing a set of replicas.
type MSReplicaSetInterface interface {
Create() error
Delete() error
GetStatus() (torchv1alpha1.MSReplicaStatus, error)
GetStatus() (msv1.MSReplicaStatus, error)
}
// MSConfig is a struct representing the TensorFlow config. This struct is turned into an environment
// which is used by TensorFlow processes to configure themselves.
// MSConfig is a struct representing the MindSpore config. This struct is turned into an environment
// which is used by MindSpore processes to configure themselves.
type MSConfig struct {
Cluster ClusterSpec `json:"cluster"`
Task TaskSpec `json:"task"`
Environment string `json:"environment"`
}
func NewMSReplicaSet(clientSet kubernetes.Interface, recorder record.EventRecorder, tfReplicaSpec torchv1alpha1.MSReplicaSpec, job *TrainingJob) (*MSReplicaSet, error) {
if tfReplicaSpec.MSReplicaType == torchv1alpha1.MASTER && *tfReplicaSpec.Replicas != 1 {
func NewMSReplicaSet(clientSet kubernetes.Interface, recorder record.EventRecorder, msReplicaSpec msv1.MSReplicaSpec, job *TrainingJob) (*MSReplicaSet, error) {
if msReplicaSpec.MSReplicaType == msv1.MASTER && *msReplicaSpec.Replicas != 1 {
return nil, errors.New("The MASTER must have Replicas = 1")
}
if tfReplicaSpec.MasterPort == nil {
return nil, errors.New("tfReplicaSpec.MasterPort can't be nil.")
if msReplicaSpec.MasterPort == nil {
return nil, errors.New("msReplicaSpec.MasterPort can't be nil.")
}
// Make sure the replica type is valid.
validReplicaTypes := []torchv1alpha1.MSReplicaType{torchv1alpha1.MASTER, torchv1alpha1.WORKER}
validReplicaTypes := []msv1.MSReplicaType{msv1.MASTER, msv1.WORKER}
isValidReplicaType := false
for _, t := range validReplicaTypes {
if t == tfReplicaSpec.MSReplicaType {
if t == msReplicaSpec.MSReplicaType {
isValidReplicaType = true
break
}
}
if !isValidReplicaType {
return nil, fmt.Errorf("tfReplicaSpec.MSReplicaType is %v but must be one of %v", tfReplicaSpec.MSReplicaType, validReplicaTypes)
return nil, fmt.Errorf("msReplicaSpec.MSReplicaType is %v but must be one of %v", msReplicaSpec.MSReplicaType, validReplicaTypes)
}
return &MSReplicaSet{
ClientSet: clientSet,
recorder: recorder,
Job: job,
Spec: tfReplicaSpec,
Spec: msReplicaSpec,
}, nil
}
......@@ -108,7 +107,7 @@ func (s *MSReplicaSet) Labels() KubernetesLabels {
"ms_job_name": s.Job.job.ObjectMeta.Name})
}
func (s *MSReplicaSet) Create(config *torchv1alpha1.ControllerConfig, worldSize int32) error {
func (s *MSReplicaSet) Create(config *msv1.ControllerConfig, worldSize int32) error {
// Create services
err := s.SyncServices()
if err != nil {
......@@ -137,7 +136,7 @@ func (s *MSReplicaSet) CreateServiceWithIndex(index int32) (*v1.Service, error)
Selector: taskLabels,
Ports: []v1.ServicePort{
{
Name: "tf-port",
Name: "ms-port",
Port: *s.Spec.MasterPort,
},
},
......@@ -173,7 +172,7 @@ func (s *MSReplicaSet) CreatePodWithIndex(index int32, worldSize int32) (*v1.Pod
masterAddr = "localhost"
}
rank := strconv.Itoa(int(index))
tfConfig := MSConfig{
msConfig := MSConfig{
Cluster: s.Job.ClusterSpec(),
Task: TaskSpec{
Type: strings.ToLower(string(s.Spec.MSReplicaType)),
......@@ -183,27 +182,26 @@ func (s *MSReplicaSet) CreatePodWithIndex(index int32, worldSize int32) (*v1.Pod
Environment: "cloud",
}
tfConfigJson, err := json.Marshal(tfConfig)
msConfigJson, err := json.Marshal(msConfig)
if err != nil {
log.Errorf("Job: %v serializing tfConfig: %v return error; %v", s.Job.job.ObjectMeta.Name, util.Pformat(tfConfig), err)
log.Errorf("Job: %v serializing msConfig: %v return error; %v", s.Job.job.ObjectMeta.Name, util.Pformat(msConfig), err)
return nil, err
}
// TODO(jose5918) Do not need TF_CONFIG but leaving for POC
// Add TF_CONFIG environment variable.
// Add MS_CONFIG environment variable.
for i, _ := range pod.Spec.Containers {
// We can't get c in the loop variable because that would be by value so our modifications
// wouldn't have any effect.
c := &pod.Spec.Containers[i]
if c.Name != torchv1alpha1.DefaultMSContainer {
if c.Name != msv1.DefaultMSContainer {
continue
}
if len(c.Env) == 0 {
c.Env = make([]v1.EnvVar, 0)
}
c.Env = append(c.Env, v1.EnvVar{
Name: "TF_CONFIG",
Value: string(tfConfigJson),
Name: "MS_CONFIG",
Value: string(msConfigJson),
})
c.Env = append(c.Env, v1.EnvVar{
Name: "MASTER_PORT",
......@@ -258,7 +256,6 @@ func (s *MSReplicaSet) Delete() error {
}
// Services doesn't support DeleteCollection so we delete them individually.
// TODO(jlewi): We should check if this has changed with K8s 1.8 or other releases.
for index := int32(0); index < *s.Spec.Replicas; index++ {
log.V(1).Infof("Deleting Service %v:%v", s.Job.job.ObjectMeta.Namespace, s.genName((index)))
err = s.ClientSet.CoreV1().Services(s.Job.job.ObjectMeta.Namespace).Delete(s.genName(index), &meta_v1.DeleteOptions{})
......@@ -269,17 +266,17 @@ func (s *MSReplicaSet) Delete() error {
}
}
// If the ConfigMap for the default parameter server exists, we delete it
log.Infof("Get ConfigMaps %v:%v", s.Job.job.ObjectMeta.Namespace, s.defaultPSConfigMapName())
_, err = s.ClientSet.CoreV1().ConfigMaps(s.Job.job.ObjectMeta.Namespace).Get(s.defaultPSConfigMapName(), meta_v1.GetOptions{})
// If the ConfigMap for the default master exists, we delete it
log.Infof("Get ConfigMaps %v:%v", s.Job.job.ObjectMeta.Namespace, s.defaultMasterConfigMapName())
_, err = s.ClientSet.CoreV1().ConfigMaps(s.Job.job.ObjectMeta.Namespace).Get(s.defaultMasterConfigMapName(), meta_v1.GetOptions{})
if err != nil {
if !k8sutil.IsKubernetesResourceNotFoundError(err) {
log.Errorf("Error deleting ConfigMap %v; %v", s.defaultPSConfigMapName(), err)
log.Errorf("Error deleting ConfigMap %v; %v", s.defaultMasterConfigMapName(), err)
failures = true
}
} else {
log.Infof("Delete ConfigMaps %v:%v", s.Job.job.ObjectMeta.Namespace, s.defaultPSConfigMapName())
err = s.ClientSet.CoreV1().ConfigMaps(s.Job.job.ObjectMeta.Namespace).Delete(s.defaultPSConfigMapName(), &meta_v1.DeleteOptions{})
log.Infof("Delete ConfigMaps %v:%v", s.Job.job.ObjectMeta.Namespace, s.defaultMasterConfigMapName())
err = s.ClientSet.CoreV1().ConfigMaps(s.Job.job.ObjectMeta.Namespace).Delete(s.defaultMasterConfigMapName(), &meta_v1.DeleteOptions{})
if err != nil {
log.Errorf("There was a problem deleting the ConfigMaps; %v", err)
failures = true
......@@ -293,7 +290,7 @@ func (s *MSReplicaSet) Delete() error {
}
// replicaStatusFromPodList returns a status from a list of pods for a job.
func replicaStatusFromPodList(l v1.PodList, name string) torchv1alpha1.ReplicaState {
func replicaStatusFromPodList(l v1.PodList, name string) msv1.ReplicaState {
var latest *v1.Pod
for _, i := range l.Items {
if latest == nil {
......@@ -306,10 +303,10 @@ func replicaStatusFromPodList(l v1.PodList, name string) torchv1alpha1.ReplicaSt
}
if latest == nil {
return torchv1alpha1.ReplicaStateRunning
return msv1.ReplicaStateRunning
}
var tfState v1.ContainerState
var msState v1.ContainerState
for _, i := range latest.Status.ContainerStatuses {
if i.Name != name {
......@@ -317,45 +314,45 @@ func replicaStatusFromPodList(l v1.PodList, name string) torchv1alpha1.ReplicaSt
}
// We need to decide whether to use the current state or the previous termination state.
tfState = i.State
msState = i.State
// If the container previously terminated we will look at the termination to decide whether it is a retryable
// or permanenent error.
if i.LastTerminationState.Terminated != nil {
tfState = i.LastTerminationState
msState = i.LastTerminationState
}
}
if tfState.Running != nil || tfState.Waiting != nil {
return torchv1alpha1.ReplicaStateRunning
if msState.Running != nil || msState.Waiting != nil {
return msv1.ReplicaStateRunning
}
if tfState.Terminated != nil {
if tfState.Terminated.ExitCode == 0 {
return torchv1alpha1.ReplicaStateSucceeded
if msState.Terminated != nil {
if msState.Terminated.ExitCode == 0 {
return msv1.ReplicaStateSucceeded
}
if isRetryableTerminationState(tfState.Terminated) {
if isRetryableTerminationState(msState.Terminated) {
// Since its a retryable error just return RUNNING.
// We can just let Kubernetes restart the container to retry.
return torchv1alpha1.ReplicaStateRunning
return msv1.ReplicaStateRunning
}
return torchv1alpha1.ReplicaStateFailed
return msv1.ReplicaStateFailed
}
return torchv1alpha1.ReplicaStateUnknown
return msv1.ReplicaStateUnknown
}
func (s *MSReplicaSet) GetSingleReplicaStatus(index int32) torchv1alpha1.ReplicaState {
func (s *MSReplicaSet) GetSingleReplicaStatus(index int32) msv1.ReplicaState {
p, err := s.ClientSet.CoreV1().Pods(s.Job.job.ObjectMeta.Namespace).Get(s.genName(index), meta_v1.GetOptions{})
if err != nil {
return torchv1alpha1.ReplicaStateUnknown
return msv1.ReplicaStateUnknown
}
if v1.PodSucceeded == p.Status.Phase {
return torchv1alpha1.ReplicaStateSucceeded
return msv1.ReplicaStateSucceeded
}
labels := s.Labels()
......@@ -363,33 +360,30 @@ func (s *MSReplicaSet) GetSingleReplicaStatus(index int32) torchv1alpha1.Replica
selector, err := labels.ToSelector()
if err != nil {
log.Errorf("labels.ToSelector() error; %v", err)
return torchv1alpha1.ReplicaStateFailed
return msv1.ReplicaStateFailed
}
// TODO(jlewi): Handle errors. We need to get the pod and looking at recent container exits.
l, err := s.ClientSet.CoreV1().Pods(s.Job.job.ObjectMeta.Namespace).List(meta_v1.ListOptions{
// TODO(jlewi): Why isn't the label selector working?
LabelSelector: selector,
})
if err != nil {
// TODO(jlewi): Are there errors that should be treated as retryable errors?
return torchv1alpha1.ReplicaStateFailed
return msv1.ReplicaStateFailed
}
status := replicaStatusFromPodList(*l, torchv1alpha1.DefaultMSContainer)
status := replicaStatusFromPodList(*l, msv1.DefaultMSContainer)
return status
}
// Status returns the status of the replica set.
func (s *MSReplicaSet) GetStatus() (torchv1alpha1.MSReplicaStatus, error) {
status := torchv1alpha1.MSReplicaStatus{
func (s *MSReplicaSet) GetStatus() (msv1.MSReplicaStatus, error) {
status := msv1.MSReplicaStatus{
MSReplicaType: s.Spec.MSReplicaType,
State: torchv1alpha1.ReplicaStateUnknown,
ReplicasStates: make(map[torchv1alpha1.ReplicaState]int),
State: msv1.ReplicaStateUnknown,
ReplicasStates: make(map[msv1.ReplicaState]int),
}
increment := func(state torchv1alpha1.ReplicaState) {
increment := func(state msv1.ReplicaState) {
v, ok := status.ReplicasStates[state]
if ok {
status.ReplicasStates[state] = v + 1
......@@ -405,20 +399,20 @@ func (s *MSReplicaSet) GetStatus() (torchv1alpha1.MSReplicaStatus, error) {
// Determine the overall status for the replica set based on the status of the individual
// replicas.
// If any of the replicas failed mark the set as failed.
if _, ok := status.ReplicasStates[torchv1alpha1.ReplicaStateFailed]; ok {
status.State = torchv1alpha1.ReplicaStateFailed
if _, ok := status.ReplicasStates[msv1.ReplicaStateFailed]; ok {
status.State = msv1.ReplicaStateFailed
return status, nil
}
// If any replicas are RUNNING mark it as RUNNING.
if _, ok := status.ReplicasStates[torchv1alpha1.ReplicaStateRunning]; ok {
status.State = torchv1alpha1.ReplicaStateRunning
if _, ok := status.ReplicasStates[msv1.ReplicaStateRunning]; ok {
status.State = msv1.ReplicaStateRunning
return status, nil
}
// If all of the replicas succeeded consider it success.
if v, ok := status.ReplicasStates[torchv1alpha1.ReplicaStateSucceeded]; ok && int32(v) == *s.Spec.Replicas {
status.State = torchv1alpha1.ReplicaStateSucceeded
if v, ok := status.ReplicasStates[msv1.ReplicaStateSucceeded]; ok && int32(v) == *s.Spec.Replicas {
status.State = msv1.ReplicaStateSucceeded
return status, nil
}
......@@ -515,7 +509,7 @@ func (s *MSReplicaSet) SyncServices() error {
}
func (s *MSReplicaSet) genName(index int32) string {
// Truncate tfjob name to 40 characters
// Truncate msjob name to 40 characters
// The whole job name should be compliant with the DNS_LABEL spec, up to a max length of 63 characters
// Thus genName(40 chars)-replicaType(6 chars)-runtimeId(4 chars)-index(4 chars), also leaving some spaces
// See https://github.com/kubernetes/community/blob/master/contributors/design-proposals/architecture/identifiers.md
......@@ -527,7 +521,7 @@ func (s *MSReplicaSet) genPodName(index int32) string {
return s.genName(index) + "-" + util.RandString(5)
}
func (s *MSReplicaSet) defaultPSConfigMapName() string {
func (s *MSReplicaSet) defaultMasterConfigMapName() string {
return fmt.Sprintf("cm-ps-%v", s.Job.job.Spec.RuntimeId)
}
pkg/trainer/training.go
浏览文件 @ 47aabfdc
......@@ -34,8 +34,6 @@ import (
"gitee.com/mindspore/ms-operator/pkg/util"
)
// TODO(jlewi): We should switch a New pattern and make trainingJob private so we can
// ensure correctness on creation.
type TrainingJob struct {
job *msv1.MSJob
......@@ -55,9 +53,7 @@ type TrainingJob struct {
memberCounter int
}
// TODO(jose5918): We don't really need the cluster spec for this operator but no harm in leaving it for POC
// ClusterSpec represents a cluster TensorFlow specification.
// https://www.tensorflow.org/deploy/distributed#create_a_tftrainclusterspec_to_describe_the_cluster
// ClusterSpec represents a cluster MindSpore specification.
// It is a map from job names to network addresses.
type ClusterSpec map[string][]string
......@@ -110,7 +106,6 @@ func (j *TrainingJob) ClusterSpec() ClusterSpec {
// createResources creates all the replicas if requested
func (j *TrainingJob) createResources(config *msv1.ControllerConfig) error {
// TODO(jose5918) Need to figure out where it is best to add worldSize logic
// Get MS worldSize by adding replicas
worldSize := int32(0)
for _, r := range j.Replicas {
......@@ -144,7 +139,6 @@ func (j *TrainingJob) GetStatus() (msv1.State, []*msv1.MSReplicaStatus, error) {
replicaStatuses := make([]*msv1.MSReplicaStatus, 0)
// The state for each replica.
// TODO(jlewi): We will need to modify this code if we want to allow multiples of a given type of replica.
replicaSetStates := make(map[msv1.MSReplicaType]msv1.ReplicaState)
for _, r := range j.Replicas {
......@@ -176,8 +170,6 @@ func (j *TrainingJob) GetStatus() (msv1.State, []*msv1.MSReplicaStatus, error) {
// isRetryableTerminationState returns true if a container terminated in a state
// that we consider retryable.
func isRetryableTerminationState(s *v1.ContainerStateTerminated) bool {
// TODO(jlewi): Need to match logic in
// https://cs.corp.google.com/piper///depot/google3/cloud/ml/beta/job/training_job_state_util.cc?l=88
if s.Reason == "OOMKilled" {
// If the user's process causes an OOM and Docker kills the container,
// the termination reason of ContainerState will be specified to
......@@ -189,8 +181,6 @@ func isRetryableTerminationState(s *v1.ContainerStateTerminated) bool {
return false
}
// TODO(jlewi): Should we use the exit code reported in the termination
// log message and not the ExitCode reported by the container.
if s.ExitCode >= 0 && s.ExitCode <= 127 {
// For the exit_code in [0, 127]:
......@@ -271,19 +261,12 @@ func (j *TrainingJob) setupReplicas() error {
}
func (j *TrainingJob) Delete() {
// TODO(jlewi): Delete is what should cause us to delete the Pods.
// we shouldn't delete the pods when the jobs finish because leaving the pods
// allows us to get the logs from the pods after the job finishes.
//
log.Infof("MSJob %v deleted by the user", j.fullname())
// TODO(jlewi): This logic is probably insufficient.
if j.job.Status.Phase != msv1.MSJobPhaseCleanUp {
j.status.Phase = msv1.MSJobPhaseCleanUp
}
// TODO(jlewi): Does it make sense to explicitly delete the resources? Should
// we just rely on K8s garbage collection to delete the resources before
// deleting MSJob?
if cErr := j.deleteResources(); cErr != nil {
log.Errorf("trainingJob.deleteResources() error; %v", cErr)
}
......@@ -331,9 +314,6 @@ func (j *TrainingJob) Reconcile(config *msv1.ControllerConfig) error {
return err
}
// TODO(jlewi): Can we determine from the CRD status whether we should
// Create the resources or not? We need to ensure the resources exist so for
// now we always call Create.
if j.job.Status.Phase == msv1.MSJobPhaseCreating || j.job.Status.Phase == msv1.MSJobPhaseRunning {
// We call Create to make sure all the resources exist and are running.
if cErr := j.createResources(config); cErr != nil {
......@@ -354,7 +334,6 @@ func (j *TrainingJob) Reconcile(config *msv1.ControllerConfig) error {
log.Errorf("GetStatus() for job %v returned error: %v", j.job.ObjectMeta.Name, err)
return err
}
// TODO(jlewi): We should update the Phase if we detect the job is done.
if state == msv1.StateFailed {
log.Errorf("Master failed Job: %v.", j.job.ObjectMeta.Name)
j.status.Phase = msv1.MSJobPhaseDone
......@@ -367,7 +346,6 @@ func (j *TrainingJob) Reconcile(config *msv1.ControllerConfig) error {
log.Infof("Job %v status=%v", j.job.ObjectMeta.Name, util.Pformat(j.status))
}
}
// TODO(jose5918) Need to figure out where it is best to add worldSize logic
// Get MS worldSize by adding replicas
worldSize := int32(0)
for _, r := range j.Replicas {
......
pkg/util/k8sutil/k8sutil.go
浏览文件 @ 47aabfdc
......@@ -33,8 +33,6 @@ import (
const RecommendedConfigPathEnvVar = "KUBECONFIG"
// TODO(jlewi): I think this function is used to add an owner to a resource. I think we we should use this
// method to ensure all resources created for the TFJob are owned by the TFJob.
func addOwnerRefToObject(o metav1.Object, r metav1.OwnerReference) {
o.SetOwnerReferences(append(o.GetOwnerReferences(), r))
}
......@@ -99,15 +97,11 @@ func JobListOpt(clusterName string) metav1.ListOptions {
func LabelsForJob(jobName string) map[string]string {
return map[string]string{
// TODO(jlewi): Need to set appropriate labels for TF.
"ms_job": jobName,
"app": msv1.AppLabel,
}
}
// TODO(jlewi): CascadeDeletOptions are part of garbage collection policy.
// Do we want to use this? See
// https://kubernetes.io/docs/concepts/workloads/controllers/garbage-collection/
func CascadeDeleteOptions(gracePeriodSeconds int64) *metav1.DeleteOptions {
return &metav1.DeleteOptions{
GracePeriodSeconds: func(t int64) *int64 { return &t }(gracePeriodSeconds),
......
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