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cloud_watch_scheduler.go
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cloud_watch_scheduler.go
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package aws
import (
"context"
"fmt"
"strings"
"github.com/flyteorg/flyteadmin/pkg/async/schedule/aws/interfaces"
scheduleInterfaces "github.com/flyteorg/flyteadmin/pkg/async/schedule/interfaces"
"github.com/flyteorg/flyteadmin/pkg/errors"
appInterfaces "github.com/flyteorg/flyteadmin/pkg/runtime/interfaces"
"github.com/flyteorg/flyteidl/gen/pb-go/flyteidl/admin"
"github.com/flyteorg/flyteidl/gen/pb-go/flyteidl/core"
"github.com/flyteorg/flytestdlib/logger"
"github.com/flyteorg/flytestdlib/promutils"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/awserr"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/aws/aws-sdk-go/service/cloudwatchevents"
"github.com/prometheus/client_golang/prometheus"
"google.golang.org/grpc/codes"
)
// To indicate that a schedule rule is enabled.
var enableState = "ENABLED"
// CloudWatch schedule expressions.
const (
cronExpression = "cron(%s)"
rateExpression = "rate(%v %s)"
)
const timePlaceholder = "time"
var timeValue = "$.time"
const scheduleNameInputsFormat = "%s:%s:%s"
const scheduleDescriptionFormat = "Schedule for Project:%s Domain:%s Name:%s launch plan"
const scheduleNameFormat = "%s_%d"
// Container for initialized metrics objects
type cloudWatchSchedulerMetrics struct {
Scope promutils.Scope
InvalidSchedules prometheus.Counter
AddRuleFailures prometheus.Counter
AddTargetFailures prometheus.Counter
SchedulesAdded prometheus.Counter
RemoveRuleFailures prometheus.Counter
RemoveRuleDoesntExist prometheus.Counter
RemoveTargetFailures prometheus.Counter
RemoveTargetDoesntExist prometheus.Counter
RemovedSchedules prometheus.Counter
ActiveSchedules prometheus.Gauge
}
// An AWS CloudWatch implementation of the EventScheduler.
type cloudWatchScheduler struct {
// The ARN of the IAM role associated with the scheduler.
scheduleRoleArn string
// The ARN of the SQS target used for registering schedule events.
targetSqsArn string
// AWS CloudWatchEvents service client.
cloudWatchEventClient interfaces.CloudWatchEventClient
// For emitting scheduler-related metrics
metrics cloudWatchSchedulerMetrics
}
func getScheduleName(scheduleNamePrefix string, identifier core.Identifier) string {
hashedIdentifier := hashIdentifier(identifier)
if len(scheduleNamePrefix) > 0 {
return fmt.Sprintf(scheduleNameFormat, scheduleNamePrefix, hashedIdentifier)
}
return fmt.Sprintf("%d", hashedIdentifier)
}
func getScheduleDescription(identifier core.Identifier) string {
return fmt.Sprintf(scheduleDescriptionFormat,
identifier.Project, identifier.Domain, identifier.Name)
}
func getScheduleExpression(schedule admin.Schedule) (string, error) {
if schedule.GetCronExpression() != "" {
return fmt.Sprintf(cronExpression, schedule.GetCronExpression()), nil
}
if schedule.GetRate() != nil {
// AWS uses pluralization for units of values not equal to 1.
// See https://docs.aws.amazon.com/lambda/latest/dg/tutorial-scheduled-events-schedule-expressions.html
unit := strings.ToLower(schedule.GetRate().Unit.String())
if schedule.GetRate().Value != 1 {
unit = fmt.Sprintf("%ss", unit)
}
return fmt.Sprintf(rateExpression, schedule.GetRate().Value, unit), nil
}
logger.Debugf(context.Background(), "scheduler encountered invalid schedule expression: %s", schedule.String())
return "", errors.NewFlyteAdminErrorf(codes.InvalidArgument, "unrecognized schedule expression")
}
func formatEventScheduleInputs(inputTemplate *string) cloudwatchevents.InputTransformer {
inputsPathMap := map[string]*string{
timePlaceholder: &timeValue,
}
return cloudwatchevents.InputTransformer{
InputPathsMap: inputsPathMap,
InputTemplate: inputTemplate,
}
}
func (s *cloudWatchScheduler) AddSchedule(ctx context.Context, input scheduleInterfaces.AddScheduleInput) error {
if input.Payload == nil {
logger.Debugf(ctx, "AddSchedule called with empty input payload: %+v", input)
return errors.NewFlyteAdminError(codes.InvalidArgument, "payload serialization function cannot be nil")
}
scheduleExpression, err := getScheduleExpression(input.ScheduleExpression)
if err != nil {
s.metrics.InvalidSchedules.Inc()
return err
}
scheduleName := getScheduleName(input.ScheduleNamePrefix, input.Identifier)
scheduleDescription := getScheduleDescription(input.Identifier)
// First define a rule which gets triggered on a schedule.
requestInput := cloudwatchevents.PutRuleInput{
ScheduleExpression: &scheduleExpression,
Name: &scheduleName,
Description: &scheduleDescription,
RoleArn: &s.scheduleRoleArn,
State: &enableState,
}
putRuleOutput, err := s.cloudWatchEventClient.PutRule(&requestInput)
if err != nil {
logger.Infof(ctx, "Failed to add rule to cloudwatch for schedule [%+v] with name %s and expression %s with err: %v",
input.Identifier, scheduleName, scheduleExpression, err)
s.metrics.AddRuleFailures.Inc()
return errors.NewFlyteAdminErrorf(codes.Internal, "failed to add rule to cloudwatch with err: %v", err)
}
eventInputTransformer := formatEventScheduleInputs(input.Payload)
// Next, add a target which gets invoked when the above rule is triggered.
putTargetOutput, err := s.cloudWatchEventClient.PutTargets(&cloudwatchevents.PutTargetsInput{
Rule: &scheduleName,
Targets: []*cloudwatchevents.Target{
{
Arn: &s.targetSqsArn,
Id: &scheduleName,
InputTransformer: &eventInputTransformer,
},
},
})
if err != nil {
logger.Infof(ctx, "Failed to add target for event schedule [%+v] with name %s with err: %v",
input.Identifier, scheduleName, err)
s.metrics.AddTargetFailures.Inc()
return errors.NewFlyteAdminErrorf(codes.Internal, "failed to add target for event schedule with err: %v", err)
} else if putTargetOutput.FailedEntryCount != nil && *putTargetOutput.FailedEntryCount > 0 {
logger.Infof(ctx, "Failed to add target for event schedule [%+v] with name %s with failed entries: %d",
input.Identifier, scheduleName, *putTargetOutput.FailedEntryCount)
s.metrics.AddTargetFailures.Inc()
return errors.NewFlyteAdminErrorf(codes.Internal,
"failed to add target for event schedule with %v errs", *putTargetOutput.FailedEntryCount)
}
var putRuleOutputName string
if putRuleOutput != nil && putRuleOutput.RuleArn != nil {
putRuleOutputName = *putRuleOutput.RuleArn
}
logger.Debugf(ctx, "Added schedule %s [%s] with arn: %s (%s)",
scheduleName, scheduleExpression, putRuleOutputName, scheduleDescription)
s.metrics.SchedulesAdded.Inc()
s.metrics.ActiveSchedules.Inc()
return nil
}
func (s *cloudWatchScheduler) CreateScheduleInput(ctx context.Context, appConfig *appInterfaces.SchedulerConfig,
identifier core.Identifier, schedule *admin.Schedule) (scheduleInterfaces.AddScheduleInput, error) {
payload, err := SerializeScheduleWorkflowPayload(
schedule.GetKickoffTimeInputArg(),
admin.NamedEntityIdentifier{
Project: identifier.Project,
Domain: identifier.Domain,
Name: identifier.Name,
})
if err != nil {
logger.Errorf(ctx, "failed to serialize schedule workflow payload for launch plan: %v with err: %v",
identifier, err)
return scheduleInterfaces.AddScheduleInput{}, err
}
// Backward compatible with old EvenSchedulerConfig structure
scheduleNamePrefix := appConfig.EventSchedulerConfig.GetScheduleNamePrefix()
if appConfig.EventSchedulerConfig.GetAWSSchedulerConfig() != nil {
scheduleNamePrefix = appConfig.EventSchedulerConfig.GetAWSSchedulerConfig().GetScheduleNamePrefix()
}
addScheduleInput := scheduleInterfaces.AddScheduleInput{
Identifier: identifier,
ScheduleExpression: *schedule,
Payload: payload,
ScheduleNamePrefix: scheduleNamePrefix,
}
return addScheduleInput, nil
}
func isResourceNotFoundException(err error) bool {
switch err := err.(type) {
case awserr.Error:
return err.(awserr.Error).Code() == cloudwatchevents.ErrCodeResourceNotFoundException
}
return false
}
func (s *cloudWatchScheduler) RemoveSchedule(ctx context.Context, input scheduleInterfaces.RemoveScheduleInput) error {
name := getScheduleName(input.ScheduleNamePrefix, input.Identifier)
// All outbound targets for a rule must be deleted before the rule itself can be deleted.
output, err := s.cloudWatchEventClient.RemoveTargets(&cloudwatchevents.RemoveTargetsInput{
Ids: []*string{
&name,
},
Rule: &name,
})
if err != nil {
if isResourceNotFoundException(err) {
s.metrics.RemoveTargetDoesntExist.Inc()
logger.Debugf(ctx, "Tried to remove cloudwatch target %s but it was not found", name)
} else {
s.metrics.RemoveTargetFailures.Inc()
logger.Errorf(ctx, "failed to remove cloudwatch target %s with err: %v", name, err)
return errors.NewFlyteAdminErrorf(codes.Internal, "failed to remove cloudwatch target %s with err: %v", name, err)
}
}
if output != nil && output.FailedEntryCount != nil && *output.FailedEntryCount > 0 {
s.metrics.RemoveTargetFailures.Inc()
logger.Errorf(ctx, "failed to remove cloudwatch target %s with %v errs",
name, *output.FailedEntryCount)
return errors.NewFlyteAdminErrorf(codes.Internal, "failed to remove cloudwatch target %s with %v errs",
name, *output.FailedEntryCount)
}
// Output from the call to DeleteRule is an empty struct.
_, err = s.cloudWatchEventClient.DeleteRule(&cloudwatchevents.DeleteRuleInput{
Name: &name,
})
if err != nil {
if isResourceNotFoundException(err) {
s.metrics.RemoveRuleDoesntExist.Inc()
logger.Debugf(ctx, "Tried to remove cloudwatch rule %s but it was not found", name)
} else {
s.metrics.RemoveRuleFailures.Inc()
logger.Errorf(ctx, "failed to remove cloudwatch rule %s with err: %v", name, err)
return errors.NewFlyteAdminErrorf(codes.Internal,
"failed to remove cloudwatch rule %s with err: %v", name, err)
}
}
s.metrics.RemovedSchedules.Inc()
s.metrics.ActiveSchedules.Dec()
logger.Debugf(ctx, "Removed schedule %s for identifier [%+v]", name, input.Identifier)
return nil
}
// Initializes a new set of metrics specific to the cloudwatch scheduler implementation.
func newCloudWatchSchedulerMetrics(scope promutils.Scope) cloudWatchSchedulerMetrics {
return cloudWatchSchedulerMetrics{
Scope: scope,
InvalidSchedules: scope.MustNewCounter("schedules_invalid", "count of invalid schedule expressions submitted"),
AddRuleFailures: scope.MustNewCounter("add_rule_failures",
"count of attempts to add a cloudwatch rule that have failed"),
AddTargetFailures: scope.MustNewCounter("add_target_failures",
"count of attempts to add a cloudwatch target that have failed"),
SchedulesAdded: scope.MustNewCounter("schedules_added",
"count of all schedules successfully added to cloudwatch"),
RemoveRuleFailures: scope.MustNewCounter("delete_rule_failures",
"count of attempts to remove a cloudwatch rule that have failed"),
RemoveRuleDoesntExist: scope.MustNewCounter("delete_rule_no_rule",
"count of attempts to remove a cloudwatch rule that doesn't exist"),
RemoveTargetFailures: scope.MustNewCounter("delete_target_failures",
"count of attempts to remove a cloudwatch target that have failed"),
RemoveTargetDoesntExist: scope.MustNewCounter("delete_target_no_target",
"count of attempts to remove a cloudwatch target that doesn't exist"),
RemovedSchedules: scope.MustNewCounter("schedules_removed",
"count of all schedules successfully removed from cloudwatch"),
ActiveSchedules: scope.MustNewGauge("active_schedules",
"count of all active schedules currently in cloudwatch"),
}
}
func NewCloudWatchScheduler(
scheduleRoleArn, targetSqsArn string, session *session.Session, config *aws.Config,
scope promutils.Scope) scheduleInterfaces.EventScheduler {
cloudwatchEventClient := cloudwatchevents.New(session, config)
metrics := newCloudWatchSchedulerMetrics(scope)
return &cloudWatchScheduler{
scheduleRoleArn: scheduleRoleArn,
targetSqsArn: targetSqsArn,
cloudWatchEventClient: cloudwatchEventClient,
metrics: metrics,
}
}