executor.go

package workflow

import (
	"context"
	"fmt"
	"time"

	"github.com/lyft/flyteidl/clients/go/events"
	eventsErr "github.com/lyft/flyteidl/clients/go/events/errors"
	"github.com/lyft/flyteidl/gen/pb-go/flyteidl/core"
	"github.com/lyft/flyteidl/gen/pb-go/flyteidl/event"
	"github.com/lyft/flytestdlib/logger"
	"github.com/lyft/flytestdlib/promutils"
	"github.com/lyft/flytestdlib/promutils/labeled"
	"github.com/lyft/flytestdlib/storage"
	corev1 "k8s.io/api/core/v1"
	"k8s.io/client-go/tools/record"

	"github.com/lyft/flytepropeller/pkg/apis/flyteworkflow/v1alpha1"
	"github.com/lyft/flytepropeller/pkg/controller/executors"
	"github.com/lyft/flytepropeller/pkg/controller/workflow/errors"
	"github.com/lyft/flytepropeller/pkg/utils"
)

type workflowMetrics struct {
	AcceptedWorkflows         labeled.Counter
	FailureDuration           labeled.StopWatch
	SuccessDuration           labeled.StopWatch
	IncompleteWorkflowAborted labeled.Counter

	// Measures the time between when we receive service call to create an execution and when it has moved to running state.
	AcceptanceLatency labeled.StopWatch
	// Measures the time between when the WF moved to succeeding/failing state and when it finally moved to a terminal state.
	CompletionLatency labeled.StopWatch
}

type Status struct {
	TransitionToPhase v1alpha1.WorkflowPhase
	Err               error
}

var StatusReady = Status{TransitionToPhase: v1alpha1.WorkflowPhaseReady}
var StatusRunning = Status{TransitionToPhase: v1alpha1.WorkflowPhaseRunning}
var StatusSucceeding = Status{TransitionToPhase: v1alpha1.WorkflowPhaseSucceeding}
var StatusSuccess = Status{TransitionToPhase: v1alpha1.WorkflowPhaseSuccess}

func StatusFailing(err error) Status {
	return Status{TransitionToPhase: v1alpha1.WorkflowPhaseFailing, Err: err}
}

func StatusFailed(err error) Status {
	return Status{TransitionToPhase: v1alpha1.WorkflowPhaseFailed, Err: err}
}

type workflowExecutor struct {
	enqueueWorkflow v1alpha1.EnqueueWorkflow
	store           *storage.DataStore
	wfRecorder      events.WorkflowEventRecorder
	k8sRecorder     record.EventRecorder
	metadataPrefix  storage.DataReference
	nodeExecutor    executors.Node
	metrics         *workflowMetrics
}

func (c *workflowExecutor) constructWorkflowMetadataPrefix(ctx context.Context, w *v1alpha1.FlyteWorkflow) (storage.DataReference, error) {
	if w.GetExecutionID().WorkflowExecutionIdentifier != nil {
		execID := fmt.Sprintf("%v-%v-%v", w.GetExecutionID().GetProject(), w.GetExecutionID().GetDomain(), w.GetExecutionID().GetName())
		return c.store.ConstructReference(ctx, c.metadataPrefix, execID)
	}
	// TODO should we use a random guid as the prefix? Otherwise we may get collisions
	logger.Warningf(ctx, "Workflow has no ExecutionID. Using the name as the storage-prefix. This maybe unsafe!")
	return c.store.ConstructReference(ctx, c.metadataPrefix, w.Name)
}

func (c *workflowExecutor) handleReadyWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow) (Status, error) {

	startNode := w.StartNode()
	if startNode == nil {
		return StatusFailing(errors.Errorf(errors.BadSpecificationError, w.GetID(), "StartNode not found.")), nil
	}

	ref, err := c.constructWorkflowMetadataPrefix(ctx, w)
	if err != nil {
		return StatusFailing(errors.Wrapf(errors.CausedByError, w.GetID(), err, "failed to create metadata prefix.")), nil
	}
	w.GetExecutionStatus().SetDataDir(ref)
	var inputs *core.LiteralMap
	if w.Inputs != nil {
		inputs = w.Inputs.LiteralMap
	}
	// Before starting the subworkflow, lets set the inputs for the Workflow. The inputs for a SubWorkflow are essentially
	// Copy of the inputs to the Node
	nodeStatus := w.GetNodeExecutionStatus(startNode.GetID())
	dataDir, err := c.store.ConstructReference(ctx, ref, startNode.GetID(), "data")
	if err != nil {
		return StatusFailing(errors.Wrapf(errors.CausedByError, w.GetID(), err, "failed to create metadata prefix for start node.")), nil
	}

	logger.Infof(ctx, "Setting the MetadataDir for StartNode [%v]", dataDir)
	nodeStatus.SetDataDir(dataDir)
	s, err := c.nodeExecutor.SetInputsForStartNode(ctx, w, inputs)
	if err != nil {
		return StatusReady, err
	}

	if s.HasFailed() {
		return StatusFailing(errors.Wrapf(errors.CausedByError, w.GetID(), err, "failed to set inputs for Start node.")), nil
	}
	return StatusRunning, nil
}

func (c *workflowExecutor) handleRunningWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow) (Status, error) {
	contextualWf := executors.NewBaseContextualWorkflow(w)
	startNode := contextualWf.StartNode()
	if startNode == nil {
		return StatusFailed(errors.Errorf(errors.IllegalStateError, w.GetID(), "StartNode not found in running workflow?")), nil
	}
	state, err := c.nodeExecutor.RecursiveNodeHandler(ctx, contextualWf, startNode)
	if err != nil {
		return StatusRunning, err
	}
	if state.HasFailed() {
		logger.Infof(ctx, "Workflow has failed. Error [%s]", state.Err.Error())
		return StatusFailing(state.Err), nil
	}
	if state.HasTimedOut() {
		err := errors.Errorf(errors.RuntimeExecutionError, w.GetID(), "Workflow Node timed out")
		return StatusFailing(err), nil
	}
	if state.IsComplete() {
		return StatusSucceeding, nil
	}
	if state.PartiallyComplete() {
		c.enqueueWorkflow(contextualWf.GetK8sWorkflowID().String())
	}
	return StatusRunning, nil
}

func (c *workflowExecutor) handleFailingWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow) (Status, error) {
	contextualWf := executors.NewBaseContextualWorkflow(w)
	// Best effort clean-up.
	if err := c.cleanupRunningNodes(ctx, contextualWf, "Some node execution failed, auto-abort."); err != nil {
		logger.Errorf(ctx, "Failed to propagate Abort for workflow:%v. Error: %v", w.ExecutionID.WorkflowExecutionIdentifier, err)
	}

	errorNode := contextualWf.GetOnFailureNode()
	if errorNode != nil {
		state, err := c.nodeExecutor.RecursiveNodeHandler(ctx, contextualWf, errorNode)
		if err != nil {
			return StatusFailing(nil), err
		}
		if state.HasFailed() {
			return StatusFailed(state.Err), nil
		}
		if state.HasTimedOut() {
			err := errors.Errorf(errors.RuntimeExecutionError, w.GetID(), "Workflow Node timed out")
			return StatusFailed(err), nil
		}
		if state.PartiallyComplete() {
			// Re-enqueue the workflow
			c.enqueueWorkflow(contextualWf.GetK8sWorkflowID().String())
			return StatusFailing(nil), nil
		}
		// Fallthrough to handle state is complete
	}
	return StatusFailed(errors.Errorf(errors.CausedByError, w.ID, contextualWf.GetExecutionStatus().GetMessage())), nil
}

func (c *workflowExecutor) handleSucceedingWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow) Status {
	logger.Infof(ctx, "Workflow completed successfully")
	endNodeStatus := w.GetNodeExecutionStatus(v1alpha1.EndNodeID)
	if endNodeStatus.GetPhase() == v1alpha1.NodePhaseSucceeded {
		if endNodeStatus.GetDataDir() != "" {
			w.Status.SetOutputReference(v1alpha1.GetOutputsFile(endNodeStatus.GetDataDir()))
		}
	}
	return StatusSuccess
}

func convertToExecutionError(err error, alternateErr string) *event.WorkflowExecutionEvent_Error {
	if err != nil {
		if code, isWorkflowErr := errors.GetErrorCode(err); isWorkflowErr {
			return &event.WorkflowExecutionEvent_Error{
				Error: &core.ExecutionError{
					Code:    code.String(),
					Message: err.Error(),
				},
			}
		}
	} else {
		err = fmt.Errorf(alternateErr)
	}
	return &event.WorkflowExecutionEvent_Error{
		Error: &core.ExecutionError{
			Code:    errors.RuntimeExecutionError.String(),
			Message: err.Error(),
		},
	}
}

func (c *workflowExecutor) IdempotentReportEvent(ctx context.Context, e *event.WorkflowExecutionEvent) error {
	err := c.wfRecorder.RecordWorkflowEvent(ctx, e)
	if err != nil && eventsErr.IsAlreadyExists(err) {
		logger.Infof(ctx, "Workflow event phase: %s, executionId %s already exist",
			e.Phase.String(), e.ExecutionId)
		return nil
	}
	return err
}

func (c *workflowExecutor) TransitionToPhase(ctx context.Context, execID *core.WorkflowExecutionIdentifier, wStatus v1alpha1.ExecutableWorkflowStatus, toStatus Status) error {
	if wStatus.GetPhase() != toStatus.TransitionToPhase {
		logger.Debugf(ctx, "Transitioning/Recording event for workflow state transition [%s] -> [%s]", wStatus.GetPhase().String(), toStatus.TransitionToPhase.String())

		wfEvent := &event.WorkflowExecutionEvent{
			ExecutionId: execID,
		}
		previousMsg := wStatus.GetMessage()
		switch toStatus.TransitionToPhase {
		case v1alpha1.WorkflowPhaseReady:
			// Do nothing
			return nil
		case v1alpha1.WorkflowPhaseRunning:
			wfEvent.Phase = core.WorkflowExecution_RUNNING
			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseRunning, fmt.Sprintf("Workflow Started"))
			wfEvent.OccurredAt = utils.GetProtoTime(wStatus.GetStartedAt())
		case v1alpha1.WorkflowPhaseFailing:
			wfEvent.Phase = core.WorkflowExecution_FAILING
			e := convertToExecutionError(toStatus.Err, previousMsg)
			wfEvent.OutputResult = e
			// Completion latency is only observed when a workflow completes successfully
			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseFailing, e.Error.Message)
			wfEvent.OccurredAt = utils.GetProtoTime(nil)
		case v1alpha1.WorkflowPhaseFailed:
			wfEvent.Phase = core.WorkflowExecution_FAILED
			e := convertToExecutionError(toStatus.Err, previousMsg)
			wfEvent.OutputResult = e
			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseFailed, e.Error.Message)
			wfEvent.OccurredAt = utils.GetProtoTime(wStatus.GetStoppedAt())
			c.metrics.FailureDuration.Observe(ctx, wStatus.GetStartedAt().Time, wStatus.GetStoppedAt().Time)
		case v1alpha1.WorkflowPhaseSucceeding:
			wfEvent.Phase = core.WorkflowExecution_SUCCEEDING
			endNodeStatus := wStatus.GetNodeExecutionStatus(v1alpha1.EndNodeID)
			// Workflow completion latency is recorded as the time it takes for the workflow to transition from end
			// node started time to workflow success being sent to the control plane.
			if endNodeStatus != nil && endNodeStatus.GetStartedAt() != nil {
				c.metrics.CompletionLatency.Observe(ctx, endNodeStatus.GetStartedAt().Time, time.Now())
			}

			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseSucceeding, "")
			wfEvent.OccurredAt = utils.GetProtoTime(nil)
		case v1alpha1.WorkflowPhaseSuccess:
			wfEvent.Phase = core.WorkflowExecution_SUCCEEDED
			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseSuccess, "")
			// Not all workflows have outputs
			if wStatus.GetOutputReference() != "" {
				wfEvent.OutputResult = &event.WorkflowExecutionEvent_OutputUri{
					OutputUri: wStatus.GetOutputReference().String(),
				}
			}
			wfEvent.OccurredAt = utils.GetProtoTime(wStatus.GetStoppedAt())
			c.metrics.SuccessDuration.Observe(ctx, wStatus.GetStartedAt().Time, wStatus.GetStoppedAt().Time)
		case v1alpha1.WorkflowPhaseAborted:
			wfEvent.Phase = core.WorkflowExecution_ABORTED
			if wStatus.GetLastUpdatedAt() != nil {
				c.metrics.CompletionLatency.Observe(ctx, wStatus.GetLastUpdatedAt().Time, time.Now())
			}
			wStatus.UpdatePhase(v1alpha1.WorkflowPhaseAborted, "")
			wfEvent.OccurredAt = utils.GetProtoTime(wStatus.GetStoppedAt())
		default:
			return errors.Errorf(errors.IllegalStateError, "", "Illegal transition from [%v] -> [%v]", wStatus.GetPhase().String(), toStatus.TransitionToPhase.String())
		}

		if recordingErr := c.IdempotentReportEvent(ctx, wfEvent); recordingErr != nil {
			if eventsErr.IsEventAlreadyInTerminalStateError(recordingErr) {
				// Move to WorkflowPhaseFailed for state mis-match
				msg := fmt.Sprintf("workflow state mismatch between propeller and control plane; Propeller State: %s, ExecutionId %s", wfEvent.Phase.String(), wfEvent.ExecutionId)
				logger.Warningf(ctx, msg)
				wStatus.UpdatePhase(v1alpha1.WorkflowPhaseFailed, msg)
				return nil
			}
			logger.Warningf(ctx, "Event recording failed. Error [%s]", recordingErr.Error())
			return errors.Wrapf(errors.EventRecordingError, "", recordingErr, "failed to publish event")
		}
	}
	return nil
}

func (c *workflowExecutor) Initialize(ctx context.Context) error {
	logger.Infof(ctx, "Initializing Core Workflow Executor")
	return c.nodeExecutor.Initialize(ctx)
}

func (c *workflowExecutor) HandleFlyteWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow) error {
	logger.Infof(ctx, "Handling Workflow [%s], id: [%s], p [%s]", w.GetName(), w.GetExecutionID(), w.GetExecutionStatus().GetPhase().String())
	defer logger.Infof(ctx, "Handling Workflow [%s] Done", w.GetName())

	wStatus := w.GetExecutionStatus()
	// Initialize the Status if not already initialized
	switch wStatus.GetPhase() {
	case v1alpha1.WorkflowPhaseReady:
		newStatus, err := c.handleReadyWorkflow(ctx, w)
		if err != nil {
			return err
		}
		c.metrics.AcceptedWorkflows.Inc(ctx)
		if err := c.TransitionToPhase(ctx, w.ExecutionID.WorkflowExecutionIdentifier, wStatus, newStatus); err != nil {
			return err
		}
		c.k8sRecorder.Event(w, corev1.EventTypeNormal, v1alpha1.WorkflowPhaseRunning.String(), "Workflow began execution")

		// TODO: Consider annotating with the newStatus.
		acceptedAt := w.GetCreationTimestamp().Time
		if w.AcceptedAt != nil && !w.AcceptedAt.IsZero() {
			acceptedAt = w.AcceptedAt.Time
		}

		c.metrics.AcceptanceLatency.Observe(ctx, acceptedAt, time.Now())
		return nil

	case v1alpha1.WorkflowPhaseRunning:
		newStatus, err := c.handleRunningWorkflow(ctx, w)
		if err != nil {
			logger.Warningf(ctx, "Error in handling running workflow [%v]", err.Error())
			return err
		}
		if err := c.TransitionToPhase(ctx, w.ExecutionID.WorkflowExecutionIdentifier, wStatus, newStatus); err != nil {
			return err
		}
		return nil
	case v1alpha1.WorkflowPhaseSucceeding:
		newStatus := c.handleSucceedingWorkflow(ctx, w)

		if err := c.TransitionToPhase(ctx, w.ExecutionID.WorkflowExecutionIdentifier, wStatus, newStatus); err != nil {
			return err
		}
		c.k8sRecorder.Event(w, corev1.EventTypeNormal, v1alpha1.WorkflowPhaseSuccess.String(), "Workflow completed.")
		return nil
	case v1alpha1.WorkflowPhaseFailing:
		newStatus, err := c.handleFailingWorkflow(ctx, w)
		if err != nil {
			return err
		}
		if err := c.TransitionToPhase(ctx, w.ExecutionID.WorkflowExecutionIdentifier, wStatus, newStatus); err != nil {
			return err
		}
		c.k8sRecorder.Event(w, corev1.EventTypeWarning, v1alpha1.WorkflowPhaseFailed.String(), "Workflow failed.")
		return nil
	default:
		return errors.Errorf(errors.IllegalStateError, w.ID, "Unsupported state [%s] for workflow", w.GetExecutionStatus().GetPhase().String())
	}
}

func (c *workflowExecutor) HandleAbortedWorkflow(ctx context.Context, w *v1alpha1.FlyteWorkflow, maxRetries uint32) error {
	if !w.Status.IsTerminated() {
		reason := "User initiated workflow abort."
		c.metrics.IncompleteWorkflowAborted.Inc(ctx)
		var err error
		if w.Status.FailedAttempts > maxRetries {
			reason = fmt.Sprintf("max number of system retry attempts [%d/%d] exhausted - system failure.", w.Status.FailedAttempts, maxRetries)
			err = errors.Errorf(errors.RuntimeExecutionError, w.GetID(), "max number of system retry attempts [%d/%d] exhausted. Last known status message: %v", w.Status.FailedAttempts, maxRetries, w.Status.Message)
		}

		// Best effort clean-up.
		contextualWf := executors.NewBaseContextualWorkflow(w)
		if err2 := c.cleanupRunningNodes(ctx, contextualWf, reason); err2 != nil {
			logger.Errorf(ctx, "Failed to propagate Abort for workflow:%v. Error: %v", w.ExecutionID.WorkflowExecutionIdentifier, err2)
		}

		var status Status
		if err != nil {
			// This workflow failed, record that phase and corresponding error message.
			status = StatusFailed(err)
		} else {
			// Otherwise, this workflow is aborted.
			status = Status{
				TransitionToPhase: v1alpha1.WorkflowPhaseAborted,
			}
		}

		if err := c.TransitionToPhase(ctx, w.ExecutionID.WorkflowExecutionIdentifier, w.GetExecutionStatus(), status); err != nil {
			return err
		}
	}
	return nil
}

func (c *workflowExecutor) cleanupRunningNodes(ctx context.Context, w v1alpha1.ExecutableWorkflow, reason string) error {
	startNode := w.StartNode()
	if startNode == nil {
		return errors.Errorf(errors.IllegalStateError, w.GetID(), "StartNode not found in running workflow?")
	}

	if err := c.nodeExecutor.AbortHandler(ctx, w, startNode, reason); err != nil {
		return errors.Errorf(errors.CausedByError, w.GetID(), "Failed to propagate Abort for workflow. Error: %v", err)
	}

	return nil
}

func NewExecutor(ctx context.Context, store *storage.DataStore, enQWorkflow v1alpha1.EnqueueWorkflow, eventSink events.EventSink, k8sEventRecorder record.EventRecorder, metadataPrefix string, nodeExecutor executors.Node, scope promutils.Scope) (executors.Workflow, error) {
	basePrefix := store.GetBaseContainerFQN(ctx)
	if metadataPrefix != "" {
		var err error
		basePrefix, err = store.ConstructReference(ctx, basePrefix, metadataPrefix)
		if err != nil {
			return nil, err
		}
	}
	logger.Infof(ctx, "Metadata will be stored in container path: [%s]", basePrefix)

	workflowScope := scope.NewSubScope("workflow")

	return &workflowExecutor{
		nodeExecutor:    nodeExecutor,
		store:           store,
		enqueueWorkflow: enQWorkflow,
		wfRecorder:      events.NewWorkflowEventRecorder(eventSink, workflowScope),
		k8sRecorder:     k8sEventRecorder,
		metadataPrefix:  basePrefix,
		metrics: &workflowMetrics{
			AcceptedWorkflows:         labeled.NewCounter("accepted", "Number of workflows accepted by propeller", workflowScope),
			FailureDuration:           labeled.NewStopWatch("failure_duration", "Indicates the total execution time of a failed workflow.", time.Millisecond, workflowScope),
			SuccessDuration:           labeled.NewStopWatch("success_duration", "Indicates the total execution time of a successful workflow.", time.Millisecond, workflowScope),
			IncompleteWorkflowAborted: labeled.NewCounter("workflow_aborted", "Indicates an inprogress execution was aborted", workflowScope),
			AcceptanceLatency:         labeled.NewStopWatch("acceptance_latency", "Delay between workflow creation and moving it to running state.", time.Millisecond, workflowScope, labeled.EmitUnlabeledMetric),
			CompletionLatency:         labeled.NewStopWatch("completion_latency", "Measures the time between when the WF moved to succeeding/failing state and when it finally moved to a terminal state.", time.Millisecond, workflowScope, labeled.EmitUnlabeledMetric),
		},
	}, nil
}