awsbatch

package
v0.2.7 Latest Latest
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 Go to latest Published: Jan 13, 2020 License: Apache-2.0 Imports: 35 Imported by: 0

Documentation

Overview

This package deals with the communication with AWS-Batch and adopting its APIs to the flyte-plugin model.

Example (NewContainerResources) 
defaultValues := []*core.Resources_ResourceEntry{
	{
		Name:  core.Resources_CPU,
		Value: "1",
	},
}

overrideValues := []*core.Resources_ResourceEntry{
	{
		Name:  core.Resources_CPU,
		Value: "3",
	},
}

res := newContainerResources(context.TODO(), nil, overrideValues, defaultValues)
fmt.Printf("Computed Cpu: %v\n", res.Cpus)

Output:

Computed Cpu: 3

Index

Examples

Constants

View Source 
const (
	CpusKey     = "cpu"
	GpusKey     = "gpu"
	MemoryMbKey = "memory"
)
View Source 
const (
	DefaultCPU    = 2
	DefaultMemory = 700
)
View Source 
const (
	// Keep these in-sync with flyteAdmin @
	// https://github.com/lyft/flyteadmin/blob/d1c61c34f62d8ee51964f47877802d070dfa9e98/pkg/manager/impl/execution_manager.go#L42-L43
	PrimaryTaskQueueKey = "primary_queue"
	DynamicTaskQueueKey = "dynamic_queue"
	ChildTaskQueueKey   = "child_queue"
)
View Source 
const (
	LogStreamFormatter = "https://console.aws.amazon.com/cloudwatch/home?region=%v#logEventViewer:group=/aws/batch/job;stream=%v"
	ArrayJobFormatter  = "https://console.aws.amazon.com/batch/home?region=%v#/jobs/%v"
	JobFormatter       = "https://console.aws.amazon.com/batch/home?region=%v#/jobs/queue/arn:aws:batch:%v:%v:job-queue~2F%v/job/%v"
)
View Source 
const (
	ArrayJobIndex = "BATCH_JOB_ARRAY_INDEX_VAR_NAME"
)
View Source 
const (
	NoScale resource.Scale = 0
)

Variables

This section is empty.

Functions

func FlyteTaskToBatchInput 

func FlyteTaskToBatchInput(ctx context.Context, tCtx pluginCore.TaskExecutionContext, jobDefinition string, cfg *config2.Config) (
	batchInput *batch.SubmitJobInput, err error)

Note that Name is not set on the result object. It's up to the caller to set the Name before creating the object in K8s.

func GetJobTaskLog 

func GetJobTaskLog(jobSize int, accountID, region, queue, jobID string) *idlCore.TaskLog

func GetJobUri 

func GetJobUri(jobSize int, accountID, region, queue, jobID string) string
func GetTaskLinks(ctx context.Context, taskMeta pluginCore.TaskExecutionMetadata, jobStore *JobStore, state *State) (
	[]*idlCore.TaskLog, error)

func TerminateSubTasks 

func TerminateSubTasks(ctx context.Context, batchClient Client, jobID string) error

func UpdateBatchInputForArray 

func UpdateBatchInputForArray(_ context.Context, batchInput *batch.SubmitJobInput, arraySize int64) *batch.SubmitJobInput

Types

type ArrayJobSummary 

type ArrayJobSummary map[JobPhaseType]int64

type Attempt 

type Attempt struct {
	LogStream string    `json:"logStream,omitempty"`
	StartedAt time.Time `json:"startedAt,omitempty"`
	StoppedAt time.Time `json:"stoppedAt,omitempty"`
}

type BatchServiceClient 

type BatchServiceClient interface {
	SubmitJobWithContext(ctx a.Context, input *batch.SubmitJobInput, opts ...request.Option) (*batch.SubmitJobOutput, error)
	TerminateJobWithContext(ctx a.Context, input *batch.TerminateJobInput, opts ...request.Option) (*batch.TerminateJobOutput, error)
	DescribeJobsWithContext(ctx a.Context, input *batch.DescribeJobsInput, opts ...request.Option) (*batch.DescribeJobsOutput, error)
	RegisterJobDefinitionWithContext(ctx a.Context, input *batch.RegisterJobDefinitionInput, opts ...request.Option) (*batch.RegisterJobDefinitionOutput, error)
}

BatchServiceClient is an interface on top of the native AWS Batch client to allow for mocking and alternative implementations.

type Client 

type Client interface {
	// Submits a new job to AWS Batch and retrieves job info. Note that submitted jobs will not have status populated.
	SubmitJob(ctx context.Context, input *batch.SubmitJobInput) (jobID string, err error)

	// Attempts to terminate a job. If the job hasn't started yet, it'll just get deleted.
	TerminateJob(ctx context.Context, jobID JobID, reason string) error

	// Retrieves jobs' details from AWS Batch.
	GetJobDetailsBatch(ctx context.Context, ids []JobID) ([]*batch.JobDetail, error)

	// Registers a new Job Definition with AWS Batch provided a name, image and role.
	RegisterJobDefinition(ctx context.Context, name, image, role string) (arn string, err error)

	// Gets the single region this client interacts with.
	GetRegion() string

	GetAccountID() string
}

AWS Batch Client interface.

func NewBatchClient 

func NewBatchClient(awsClient aws.Client,
	getRateLimiter utils.RateLimiter,
	defaultRateLimiter utils.RateLimiter) Client

Initializes a new Batch Client that can be used to interact with AWS Batch.

func NewCustomBatchClient 

func NewCustomBatchClient(batchClient BatchServiceClient, accountId, region string,
	getRateLimiter utils.RateLimiter,
	defaultRateLimiter utils.RateLimiter) Client

type Event 

type Event struct {
	OldJob *Job
	NewJob *Job
}

type EventHandler 

type EventHandler struct {
	Updated func(ctx context.Context, event Event)
}

type Executor 

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

func NewExecutor 

func NewExecutor(ctx context.Context, awsClient aws.Client, cfg *batchConfig.Config,
	enqueueOwner core.EnqueueOwner, scope promutils.Scope) (Executor, error)

func (Executor) Abort 

func (e Executor) Abort(ctx context.Context, tCtx core.TaskExecutionContext) error

func (Executor) Finalize 

func (e Executor) Finalize(ctx context.Context, tCtx core.TaskExecutionContext) error

func (Executor) GetID 

func (e Executor) GetID() string

func (Executor) GetProperties 

func (e Executor) GetProperties() core.PluginProperties

func (Executor) Handle 

func (e Executor) Handle(ctx context.Context, tCtx core.TaskExecutionContext) (core.Transition, error)

func (Executor) Start 

func (e Executor) Start(ctx context.Context) error

type Job 

type Job struct {
	ID             JobID                `json:"id,omitempty"`
	OwnerReference types.NamespacedName `json:"owner.omitempty"`
	Attempts       []Attempt            `json:"attempts,omitempty"`
	Status         JobStatus            `json:"status,omitempty"`
	SubJobs        []*Job               `json:"array,omitempty"`
}

func (Job) String 

func (j Job) String() string

type JobConfig 

type JobConfig struct {
	PrimaryTaskQueue string `json:"primary_queue"`
	DynamicTaskQueue string `json:"dynamic_queue"`
}

func (*JobConfig) MergeFromConfigMap 

func (j *JobConfig) MergeFromConfigMap(configMap *v1.ConfigMap) *JobConfig

func (*JobConfig) MergeFromKeyValuePairs 

func (j *JobConfig) MergeFromKeyValuePairs(pairs []*core.KeyValuePair) *JobConfig

type JobID 

type JobID = string

func GetJobID 

func GetJobID(id JobID, index int) JobID

type JobName 

type JobName = string

type JobPhaseType 

type JobPhaseType = core.Phase

type JobStatus 

type JobStatus struct {
	Phase   JobPhaseType `json:"phase,omitempty"`
	Message string       `json:"msg,omitempty"`
}

type JobStore 

type JobStore struct {
	Client
	cache.AutoRefresh
	// contains filtered or unexported fields
}

func NewJobStore 

func NewJobStore(ctx context.Context, batchClient Client, cfg config.JobStoreConfig,
	handler EventHandler, scope promutils.Scope) (JobStore, error)

Constructs a new in-memory store.

func (JobStore) Get 

func (s JobStore) Get(jobName string) *Job

func (JobStore) GetOrCreate 

func (s JobStore) GetOrCreate(jobName string, job *Job) (*Job, error)

func (JobStore) IsStarted 

func (s JobStore) IsStarted() bool

func (*JobStore) Start 

func (s *JobStore) Start(ctx context.Context) error

func (JobStore) SubmitJob 

func (s JobStore) SubmitJob(ctx context.Context, input *batch.SubmitJobInput) (jobID string, err error)

Submits a new job to AWS Batch and retrieves job info. Note that submitted jobs will not have status populated.

type State 

type State struct {
	*core.State

	ExternalJobID    *string `json:"externalJobID"`
	JobDefinitionArn definition.JobDefinitionArn
}

func CheckSubTasksState 

func CheckSubTasksState(ctx context.Context, taskMeta core.TaskExecutionMetadata, outputPrefix storage.DataReference, jobStore *JobStore,
	dataStore *storage.DataStore, cfg *config.Config, currentState *State) (newState *State, err error)

func EnsureJobDefinition 

func EnsureJobDefinition(ctx context.Context, tCtx pluginCore.TaskExecutionContext, cfg *config.Config, client Client,
	definitionCache definition.Cache, currentState *State) (nextState *State, err error)

func LaunchSubTasks 

func LaunchSubTasks(ctx context.Context, tCtx core.TaskExecutionContext, batchClient Client, pluginConfig *config.Config,
	currentState *State) (nextState *State, err error)

func (State) GetExternalJobID 

func (s State) GetExternalJobID() *string

func (State) GetJobDefinitionArn 

func (s State) GetJobDefinitionArn() definition.JobDefinitionArn

func (*State) SetExternalJobID 

func (s *State) SetExternalJobID(jobID string) *State

func (*State) SetJobDefinitionArn 

func (s *State) SetJobDefinitionArn(arn definition.JobDefinitionArn) *State

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