package dag

import (
	"context"
	"fmt"
	"log"
	"math/rand" // ...new import for jitter...
	"strings"
	"sync"
	"time"

	"github.com/oarkflow/json"

	"github.com/oarkflow/mq"
	dagstorage "github.com/oarkflow/mq/dag/storage" // Import dag storage package with alias
	"github.com/oarkflow/mq/logger"
	mqstorage "github.com/oarkflow/mq/storage"
	"github.com/oarkflow/mq/storage/memory"
)

// TaskError is used by node processors to indicate whether an error is recoverable.
type TaskError struct {
	Err         error
	Recoverable bool
}

func (te TaskError) Error() string {
	return te.Err.Error()
}

// TaskState holds state and intermediate results for a given task (identified by a node ID).
type TaskState struct {
	UpdatedAt     time.Time
	targetResults mqstorage.IMap[string, mq.Result]
	NodeID        string
	Status        mq.Status
	Result        mq.Result
}

func newTaskState(nodeID string) *TaskState {
	return &TaskState{
		NodeID:        nodeID,
		Status:        mq.Pending,
		UpdatedAt:     time.Now(),
		targetResults: memory.New[string, mq.Result](),
	}
}

type nodeResult struct {
	ctx    context.Context
	nodeID string
	status mq.Status
	result mq.Result
}

type task struct {
	ctx     context.Context
	taskID  string
	nodeID  string
	payload json.RawMessage
}

func newTask(ctx context.Context, taskID, nodeID string, payload json.RawMessage) *task {
	return &task{
		ctx:     ctx,
		taskID:  taskID,
		nodeID:  nodeID,
		payload: payload,
	}
}

type TaskManagerConfig struct {
	MaxRetries      int
	BaseBackoff     time.Duration
	RecoveryHandler func(ctx context.Context, result mq.Result) error
}

type TaskManager struct {
	createdAt          time.Time
	taskStates         mqstorage.IMap[string, *TaskState]
	parentNodes        mqstorage.IMap[string, string]
	childNodes         mqstorage.IMap[string, int]
	deferredTasks      mqstorage.IMap[string, *task]
	iteratorNodes      mqstorage.IMap[string, []Edge]
	currentNodePayload mqstorage.IMap[string, json.RawMessage]
	currentNodeResult  mqstorage.IMap[string, mq.Result]
	taskQueue          chan *task
	result             *mq.Result
	resultQueue        chan nodeResult
	resultCh           chan mq.Result
	stopCh             chan struct{}
	taskID             string
	dag                *DAG
	maxRetries         int
	baseBackoff        time.Duration
	recoveryHandler    func(ctx context.Context, result mq.Result) error
	pauseMu            sync.Mutex
	pauseCh            chan struct{}
	wg                 sync.WaitGroup
	storage            dagstorage.TaskStorage // Added TaskStorage for persistence
}

func NewTaskManager(dag *DAG, taskID string, resultCh chan mq.Result, iteratorNodes mqstorage.IMap[string, []Edge], taskStorage dagstorage.TaskStorage) *TaskManager {
	config := TaskManagerConfig{
		MaxRetries:  3,
		BaseBackoff: time.Second,
	}
	tm := &TaskManager{
		createdAt:          time.Now(),
		taskStates:         memory.New[string, *TaskState](),
		parentNodes:        memory.New[string, string](),
		childNodes:         memory.New[string, int](),
		deferredTasks:      memory.New[string, *task](),
		currentNodePayload: memory.New[string, json.RawMessage](),
		currentNodeResult:  memory.New[string, mq.Result](),
		taskQueue:          make(chan *task, DefaultChannelSize),
		resultQueue:        make(chan nodeResult, DefaultChannelSize),
		resultCh:           resultCh,
		stopCh:             make(chan struct{}),
		taskID:             taskID,
		dag:                dag,
		maxRetries:         config.MaxRetries,
		baseBackoff:        config.BaseBackoff,
		recoveryHandler:    config.RecoveryHandler,
		iteratorNodes:      iteratorNodes,
		storage:            taskStorage,
	}

	tm.wg.Add(3)
	go tm.run()
	go tm.waitForResult()
	go tm.retryDeferredTasks()

	return tm
}

func (tm *TaskManager) ProcessTask(ctx context.Context, startNode string, payload json.RawMessage) {
	tm.enqueueTask(ctx, startNode, tm.taskID, payload)
}

func (tm *TaskManager) enqueueTask(ctx context.Context, startNode, taskID string, payload json.RawMessage) {
	if tm.dag.debug {
		tm.dag.Logger().Info("enqueueTask called",
			logger.Field{Key: "startNode", Value: startNode},
			logger.Field{Key: "taskID", Value: taskID},
			logger.Field{Key: "payloadSize", Value: len(payload)})
	}

	if index, ok := ctx.Value(ContextIndex).(string); ok {
		base := strings.Split(startNode, Delimiter)[0]
		startNode = fmt.Sprintf("%s%s%s", base, Delimiter, index)
	}
	if _, exists := tm.taskStates.Get(startNode); !exists {
		tm.taskStates.Set(startNode, newTaskState(startNode))
	}
	t := newTask(ctx, taskID, startNode, payload)
	// Persist task to storage
	if tm.storage != nil {
		persistentTask := &dagstorage.PersistentTask{
			ID:              taskID,
			DAGID:           tm.dag.key,
			NodeID:          startNode,
			CurrentNodeID:   startNode,
			ProcessingState: "enqueued",
			Status:          dagstorage.TaskStatusPending,
			Payload:         payload,
			CreatedAt:       time.Now(),
			UpdatedAt:       time.Now(),
			MaxRetries:      tm.maxRetries,
		}
		if err := tm.storage.SaveTask(ctx, persistentTask); err != nil {
			tm.dag.Logger().Error("Failed to persist task", logger.Field{Key: "taskID", Value: taskID}, logger.Field{Key: "error", Value: err.Error()})
		} else {
			// Log task creation activity
			tm.logActivity(ctx, taskID, startNode, "task_created", "Task enqueued for processing", nil)
		}
	}
	select {
	case tm.taskQueue <- t:
		// Successfully enqueued
	default:
		// Queue is full, add to deferred tasks with limit
		if tm.deferredTasks.Size() < 1000 { // Limit deferred tasks to prevent memory issues
			tm.deferredTasks.Set(taskID, t)
			tm.dag.Logger().Warn("Task queue full, deferring task",
				logger.Field{Key: "taskID", Value: taskID},
				logger.Field{Key: "nodeID", Value: startNode})
		} else {
			tm.dag.Logger().Error("Deferred tasks queue also full, dropping task",
				logger.Field{Key: "taskID", Value: taskID},
				logger.Field{Key: "nodeID", Value: startNode})
		}
	}
}

func (tm *TaskManager) run() {
	defer tm.wg.Done()
	for {
		select {
		case <-tm.stopCh:
			log.Println("Stopping TaskManager run loop")
			return
		default:
			tm.pauseMu.Lock()
			pch := tm.pauseCh
			tm.pauseMu.Unlock()
			if pch != nil {
				select {
				case <-tm.stopCh:
					log.Println("Stopping TaskManager run loop during pause")
					return
				case <-pch:
					// Resume from pause
				}
			}

			select {
			case <-tm.stopCh:
				log.Println("Stopping TaskManager run loop")
				return
			case tsk := <-tm.taskQueue:
				tm.processNode(tsk)
			}
		}
	}
}

// waitForResult listens for node results on resultQueue and processes them.
func (tm *TaskManager) waitForResult() {
	defer tm.wg.Done()
	for {
		select {
		case <-tm.stopCh:
			log.Println("Stopping TaskManager result listener")
			return
		case nr := <-tm.resultQueue:
			select {
			case <-tm.stopCh:
				log.Println("Stopping TaskManager result listener during processing")
				return
			default:
				tm.onNodeCompleted(nr)
			}
		}
	}
}

// areDependenciesMet checks if all previous nodes have completed successfully
func (tm *TaskManager) areDependenciesMet(nodeID string) bool {
	pureNodeID := strings.Split(nodeID, Delimiter)[0]

	// Get previous nodes
	prevNodes, err := tm.dag.GetPreviousNodes(pureNodeID)
	if err != nil {
		tm.dag.Logger().Error("Error getting previous nodes", logger.Field{Key: "nodeID", Value: nodeID}, logger.Field{Key: "error", Value: err.Error()})
		return false
	}

	// For iterator nodes, we need to be more selective about dependencies
	// Iterator nodes should only depend on nodes that provide data to them,
	// not on nodes that they create (which would be circular dependencies)
	node, exists := tm.dag.nodes.Get(pureNodeID)
	if exists {
		// Check if this node has any iterator edges (meaning it's an iterator node)
		hasIteratorEdges := false
		for _, edge := range node.Edges {
			if edge.Type == Iterator {
				hasIteratorEdges = true
				break
			}
		}

		if hasIteratorEdges {
			// For iterator nodes, only check dependencies from Simple edges
			// Iterator edges represent outputs, not inputs
			filteredPrevNodes := make([]*Node, 0)
			for _, prevNode := range prevNodes {
				// Check if there's a Simple edge from prevNode to this node
				hasSimpleEdge := false
				for _, edge := range prevNode.Edges {
					if edge.To.ID == pureNodeID && edge.Type == Simple {
						hasSimpleEdge = true
						break
					}
				}
				if hasSimpleEdge {
					filteredPrevNodes = append(filteredPrevNodes, prevNode)
				}
			}
			prevNodes = filteredPrevNodes
		}
	}

	// Check if all relevant previous nodes have completed successfully
	for _, prevNode := range prevNodes {
		// Check both the pure node ID and the indexed node ID for state
		state, exists := tm.taskStates.Get(prevNode.ID)
		if !exists {
			// Also check if there's a state with an index suffix
			tm.taskStates.ForEach(func(key string, s *TaskState) bool {
				if strings.Split(key, Delimiter)[0] == prevNode.ID {
					state = s
					exists = true
					return false // Stop iteration
				}
				return true
			})
		}
		if !exists || state.Status != mq.Completed {
			tm.dag.Logger().Debug("Dependency not met",
				logger.Field{Key: "nodeID", Value: nodeID},
				logger.Field{Key: "dependency", Value: prevNode.ID},
				logger.Field{Key: "stateExists", Value: exists},
				logger.Field{Key: "stateStatus", Value: string(state.Status)},
				logger.Field{Key: "taskID", Value: tm.taskID})
			return false
		}
	}

	return true
}

func (tm *TaskManager) processNode(exec *task) {
	startTime := time.Now()
	pureNodeID := strings.Split(exec.nodeID, Delimiter)[0]
	node, exists := tm.dag.nodes.Get(pureNodeID)
	if !exists {
		tm.dag.Logger().Error("Node not found", logger.Field{Key: "nodeID", Value: pureNodeID})
		return
	}

	// Check if all dependencies are met before processing
	if !tm.areDependenciesMet(pureNodeID) {
		tm.dag.Logger().Warn("Dependencies not met for node, deferring", logger.Field{Key: "nodeID", Value: pureNodeID})
		// Defer the task
		tm.deferredTasks.Set(exec.taskID, exec)
		return
	}

	// Wrap context with timeout if node.Timeout is configured.
	if node.Timeout > 0 {
		var cancel context.CancelFunc
		exec.ctx, cancel = context.WithTimeout(exec.ctx, node.Timeout)
		defer cancel()
	}

	// Check for context cancellation before processing
	select {
	case <-exec.ctx.Done():
		tm.dag.Logger().Warn("Context cancelled before node processing",
			logger.Field{Key: "nodeID", Value: exec.nodeID},
			logger.Field{Key: "taskID", Value: exec.taskID})
		return
	default:
	}

	// Invoke PreProcessHook if available.
	if tm.dag.PreProcessHook != nil {
		exec.ctx = tm.dag.PreProcessHook(exec.ctx, node, exec.taskID, exec.payload)
	}

	// Debug logging before processing
	if node.IsDebugEnabled(tm.dag.IsDebugEnabled()) {
		tm.debugNodeStart(exec, node)
	}

	state, _ := tm.taskStates.Get(exec.nodeID)
	if state == nil {
		tm.dag.Logger().Warn("State not found; creating new state", logger.Field{Key: "nodeID", Value: exec.nodeID})
		state = newTaskState(exec.nodeID)
		tm.taskStates.Set(exec.nodeID, state)
	}
	state.Status = mq.Processing
	state.UpdatedAt = time.Now()
	tm.currentNodePayload.Clear()
	// Update task status in storage
	if tm.storage != nil {
		// Update task position and status
		if err := tm.updateTaskPosition(exec.ctx, exec.taskID, pureNodeID, "processing"); err != nil {
			tm.dag.Logger().Error("Failed to update task position", logger.Field{Key: "taskID", Value: exec.taskID}, logger.Field{Key: "error", Value: err.Error()})
		}
		if err := tm.storage.UpdateTaskStatus(exec.ctx, exec.taskID, dagstorage.TaskStatusRunning, ""); err != nil {
			tm.dag.Logger().Error("Failed to update task status", logger.Field{Key: "taskID", Value: exec.taskID}, logger.Field{Key: "error", Value: err.Error()})
		}
		// Log node processing start
		tm.logActivity(exec.ctx, exec.taskID, pureNodeID, "node_processing_started", "Node processing started", nil)
	}
	tm.currentNodeResult.Clear()
	tm.currentNodePayload.Set(exec.nodeID, exec.payload)

	var result mq.Result
	attempts := 0
	for {
		// log.Printf("Tracing: Start processing node %s (attempt %d) on flow %s", exec.nodeID, attempts+1, tm.dag.key)
		// Get middlewares for this node
		middlewares := tm.dag.getNodeMiddlewares(pureNodeID)

		// Execute middlewares and processor
		result = tm.dag.executeMiddlewares(exec.ctx, mq.NewTask(exec.taskID, exec.payload, exec.nodeID, mq.WithDAG(tm.dag)), middlewares, func(ctx context.Context, task *mq.Task) mq.Result {
			return node.processor.ProcessTask(ctx, task)
		})
		if result.Error != nil {
			if te, ok := result.Error.(TaskError); ok && te.Recoverable {
				if attempts < tm.maxRetries {
					attempts++
					backoff := tm.baseBackoff * time.Duration(1<<attempts)
					// add jitter to avoid thundering herd
					jitter := time.Duration(rand.Int63n(int64(tm.baseBackoff)))
					backoff += jitter
					tm.dag.Logger().Warn("Recoverable error on node, retrying",
						logger.Field{Key: "nodeID", Value: exec.nodeID},
						logger.Field{Key: "attempt", Value: attempts},
						logger.Field{Key: "backoff", Value: backoff.String()},
						logger.Field{Key: "error", Value: result.Error.Error()})
					select {
					case <-time.After(backoff):
					case <-exec.ctx.Done():
						tm.dag.Logger().Warn("Context cancelled for node", logger.Field{Key: "nodeID", Value: exec.nodeID})
						return
					}
					continue
				} else if tm.recoveryHandler != nil {
					if err := tm.recoveryHandler(exec.ctx, result); err == nil {
						result.Error = nil
						result.Status = mq.Completed
					} else {
						result.Error = fmt.Errorf("recovery failed for node %s: %w", exec.nodeID, err)
					}
				}
			} else {
				// Wrap non-recoverable errors with context
				result.Error = fmt.Errorf("node %s failed: %w", exec.nodeID, result.Error)
			}
		}
		break
	}

	// Reset Last flag for sub-DAG results to prevent premature final result processing
	if _, isSubDAG := node.processor.(*DAG); isSubDAG {
		result.Last = false
	}
	// log.Printf("Tracing: End processing node %s on flow %s", exec.nodeID, tm.dag.key)
	nodeLatency := time.Since(startTime)

	// Invoke PostProcessHook if available.
	if tm.dag.PostProcessHook != nil {
		tm.dag.PostProcessHook(exec.ctx, node, exec.taskID, result)
	}

	// Debug logging after processing
	if node.IsDebugEnabled(tm.dag.IsDebugEnabled()) {
		tm.debugNodeComplete(exec, node, result, nodeLatency, attempts)
	}

	if result.Error != nil {
		result.Status = mq.Failed
		state.Status = mq.Failed
		state.Result.Status = mq.Failed
		state.Result.Latency = nodeLatency.String()
		tm.result = &result
		tm.resultCh <- result
		tm.processFinalResult(state)
		return
	}
	result.Status = mq.Completed
	state.Result = result
	state.Result.Status = mq.Completed
	state.Result.Latency = nodeLatency.String()
	state.Status = mq.Completed // <-- Add this line to set state status
	result.Topic = node.ID
	tm.updateTimestamps(&result)

	isLast, err := tm.dag.IsLastNode(pureNodeID)
	if err != nil {
		tm.dag.Logger().Error("Error checking if node is last", logger.Field{Key: "nodeID", Value: pureNodeID}, logger.Field{Key: "error", Value: err.Error()})
	} else if isLast {
		// Check if this node has a parent (part of iterator pattern)
		// If it has a parent, it should not be treated as a final node
		if _, hasParent := tm.parentNodes.Get(exec.nodeID); !hasParent {
			result.Last = true
		}
	}
	tm.currentNodeResult.Set(exec.nodeID, result)
	tm.logNodeExecution(exec, pureNodeID, result, nodeLatency)

	if result.Error != nil {
		tm.result = &result
		tm.resultCh <- result
		tm.processFinalResult(state)
		return
	}
	if result.Last || node.NodeType == Page {
		tm.result = &result
		tm.resultCh <- result
		if result.Last {
			tm.processFinalResult(state)
		}
		return
	}

	tm.handleNext(exec.ctx, node, state, result)
}

// logNodeExecution logs node execution details
func (tm *TaskManager) logNodeExecution(exec *task, pureNodeID string, result mq.Result, latency time.Duration) {
	success := result.Error == nil

	// Log to DAG activity logger if available
	if tm.dag.activityLogger != nil {
		ctx := context.WithValue(exec.ctx, "task_id", exec.taskID)
		ctx = context.WithValue(ctx, "node_id", pureNodeID)
		ctx = context.WithValue(ctx, "duration", latency)
		if result.Error != nil {
			ctx = context.WithValue(ctx, "error", result.Error)
		}

		tm.dag.activityLogger.LogNodeExecution(ctx, exec.taskID, pureNodeID, result, latency)
	}

	// Update monitoring metrics
	if tm.dag.monitor != nil {
		tm.dag.monitor.metrics.RecordNodeExecution(pureNodeID, latency, success)
	}

	// Log to standard logger
	fields := []logger.Field{
		{Key: "nodeID", Value: pureNodeID},
		{Key: "taskID", Value: exec.taskID},
		{Key: "duration", Value: latency.String()},
		{Key: "success", Value: success},
	}

	if result.Error != nil {
		fields = append(fields, logger.Field{Key: "error", Value: result.Error.Error()})
		tm.dag.Logger().Error("Node execution failed", fields...)
	} else {
		if tm.dag.debug {
			tm.dag.Logger().Info("Node execution completed", fields...)
		}
	}
}

func (tm *TaskManager) updateTimestamps(rs *mq.Result) {
	rs.CreatedAt = tm.createdAt
	rs.ProcessedAt = time.Now()
	rs.Latency = time.Since(rs.CreatedAt).String()
}

func (tm *TaskManager) handlePrevious(ctx context.Context, state *TaskState, result mq.Result, childNode string, dispatchFinal bool) {
	if tm.dag.debug {
		tm.dag.Logger().Info("handlePrevious called",
			logger.Field{Key: "parentNodeID", Value: state.NodeID},
			logger.Field{Key: "childNode", Value: childNode})
	}

	state.targetResults.Set(childNode, result)
	state.targetResults.Del(state.NodeID)
	targetsCount, _ := tm.childNodes.Get(state.NodeID)
	size := state.targetResults.Size()

	if tm.dag.debug {
		tm.dag.Logger().Info("Aggregation check",
			logger.Field{Key: "parentNodeID", Value: state.NodeID},
			logger.Field{Key: "targetsCount", Value: targetsCount},
			logger.Field{Key: "currentSize", Value: size})
	}

	if size == targetsCount {
		if size > 1 {
			aggregated := make([]json.RawMessage, size)
			i := 0
			state.targetResults.ForEach(func(_ string, res mq.Result) bool {
				aggregated[i] = res.Payload
				i++
				return true
			})
			aggregatedPayload, err := json.Marshal(aggregated)
			if err != nil {
				panic(err)
			}
			state.Result = mq.Result{Payload: aggregatedPayload, Status: mq.Completed, Ctx: ctx, Topic: state.NodeID}
		} else if size == 1 {
			state.Result = state.targetResults.Values()[0]
		}
		state.Status = result.Status
		state.Result.Status = result.Status
	}

	if state.Result.Payload == nil {
		state.Result.Payload = result.Payload
	}
	state.UpdatedAt = time.Now()
	if result.Ctx == nil {
		result.Ctx = ctx
	}
	if result.Error != nil {
		state.Status = mq.Failed
	}
	if parentKey, ok := tm.parentNodes.Get(state.NodeID); ok {
		parts := strings.Split(state.NodeID, Delimiter)
		// For iterator nodes, only continue to next edge after ALL children have completed and been aggregated
		if edges, exists := tm.iteratorNodes.Get(parts[0]); exists && state.Status == mq.Completed && size == targetsCount {
			state.Status = mq.Processing
			tm.iteratorNodes.Del(parts[0])
			state.targetResults.Clear()
			if len(parts) == 2 {
				ctx = context.WithValue(ctx, ContextIndex, parts[1])
			}
			toProcess := nodeResult{
				ctx:    ctx,
				nodeID: state.NodeID,
				status: state.Status,
				result: state.Result,
			}
			tm.handleEdges(toProcess, edges)
			state.Status = mq.Completed
		} else if size == targetsCount {
			if parentState, _ := tm.taskStates.Get(parentKey); parentState != nil {
				state.Result.Topic = state.NodeID
				tm.handlePrevious(ctx, parentState, state.Result, state.NodeID, dispatchFinal)
			}
		}
	} else {
		tm.updateTimestamps(&state.Result)
		tm.result = &state.Result
		state.Result.Topic = strings.Split(state.NodeID, Delimiter)[0]
		tm.resultCh <- state.Result
		tm.processFinalResult(state)
	}
}

func (tm *TaskManager) handleNext(ctx context.Context, node *Node, state *TaskState, result mq.Result) {
	state.UpdatedAt = time.Now()
	if result.Ctx == nil {
		result.Ctx = ctx
	}
	if result.Error != nil {
		state.Status = mq.Failed
	} else {
		edges := tm.getConditionalEdges(node, result)
		if len(edges) == 0 {
			state.Status = mq.Completed
		}
	}
	if result.Status == "" {
		result.Status = state.Status
	}
	// Update task status in storage based on final result
	if tm.storage != nil {
		var status dagstorage.TaskStatus
		var errorMsg string
		var action string
		var message string

		if result.Error != nil {
			status = dagstorage.TaskStatusFailed
			errorMsg = result.Error.Error()
			action = "node_failed"
			message = fmt.Sprintf("Node %s failed: %s", state.NodeID, errorMsg)
		} else if state.Status == mq.Completed {
			status = dagstorage.TaskStatusCompleted
			action = "node_completed"
			message = fmt.Sprintf("Node %s completed successfully", state.NodeID)
		} else {
			status = dagstorage.TaskStatusRunning
			action = "node_processing"
			message = fmt.Sprintf("Node %s processing", state.NodeID)
		}

		if err := tm.storage.UpdateTaskStatus(ctx, tm.taskID, status, errorMsg); err != nil {
			tm.dag.Logger().Error("Failed to update task status", logger.Field{Key: "taskID", Value: tm.taskID}, logger.Field{Key: "error", Value: err.Error()})
		}

		// Log node completion/failure
		tm.logActivity(ctx, tm.taskID, state.NodeID, action, message, result.Payload)
	}

	tm.enqueueResult(nodeResult{
		ctx:    ctx,
		nodeID: state.NodeID,
		status: state.Status,
		result: result,
	})
}

func (tm *TaskManager) enqueueResult(nr nodeResult) {
	select {
	case tm.resultQueue <- nr:
		// Successfully enqueued
	default:
		tm.dag.Logger().Error("Result queue is full, dropping result",
			logger.Field{Key: "nodeID", Value: nr.nodeID},
			logger.Field{Key: "taskID", Value: nr.result.TaskID})
	}
}

func (tm *TaskManager) onNodeCompleted(nr nodeResult) {
	if tm.dag.debug {
		tm.dag.Logger().Info("onNodeCompleted called",
			logger.Field{Key: "nodeID", Value: nr.nodeID},
			logger.Field{Key: "status", Value: string(nr.status)},
			logger.Field{Key: "hasError", Value: nr.result.Error != nil})
	}

	nodeID := strings.Split(nr.nodeID, Delimiter)[0]
	node, ok := tm.dag.nodes.Get(nodeID)
	if !ok {
		return
	}

	// Handle ResetTo functionality
	if nr.result.ResetTo != "" {
		tm.handleResetTo(nr)
		return
	}

	if nr.result.Error != nil || nr.status == mq.Failed {
		if state, exists := tm.taskStates.Get(nr.nodeID); exists {
			tm.processFinalResult(state)
			return
		}
	}
	edges := tm.getConditionalEdges(node, nr.result)
	if len(edges) > 0 {
		tm.handleEdges(nr, edges)
		return
	}
	// Check if this is a child node from an iterator (has a parent)
	if parentKey, exists := tm.parentNodes.Get(nr.nodeID); exists {
		if tm.dag.debug {
			tm.dag.Logger().Info("Found parent for node",
				logger.Field{Key: "nodeID", Value: nr.nodeID},
				logger.Field{Key: "parentKey", Value: parentKey})
		}
		if parentState, _ := tm.taskStates.Get(parentKey); parentState != nil {
			tm.handlePrevious(nr.ctx, parentState, nr.result, nr.nodeID, true)
			return // Don't send to resultCh if has parent
		}
	}
	if tm.dag.debug {
		tm.dag.Logger().Info("No parent found for node, sending to resultCh",
			logger.Field{Key: "nodeID", Value: nr.nodeID},
			logger.Field{Key: "result_topic", Value: nr.result.Topic})
	}
	tm.updateTimestamps(&nr.result)
	tm.resultCh <- nr.result
	if state, ok := tm.taskStates.Get(nr.nodeID); ok {
		tm.processFinalResult(state)
	}
}

func (tm *TaskManager) getConditionalEdges(node *Node, result mq.Result) []Edge {
	edges := make([]Edge, len(node.Edges))
	copy(edges, node.Edges)

	// Handle conditional edges based on ConditionStatus
	if result.ConditionStatus != "" {
		if conditions, ok := tm.dag.conditions[node.ID]; ok {
			if targetKey, exists := conditions[result.ConditionStatus]; exists {
				if targetNode, found := tm.dag.nodes.Get(targetKey); found {
					conditionalEdge := Edge{
						From:       node,
						FromSource: node.ID,
						To:         targetNode,
						Label:      fmt.Sprintf("condition:%s", result.ConditionStatus),
						Type:       Simple,
					}
					edges = append(edges, conditionalEdge)
				}
			} else if targetKey, exists := conditions["default"]; exists {
				if targetNode, found := tm.dag.nodes.Get(targetKey); found {
					conditionalEdge := Edge{
						From:       node,
						FromSource: node.ID,
						To:         targetNode,
						Label:      "condition:default",
						Type:       Simple,
					}
					edges = append(edges, conditionalEdge)
				}
			}
		}
	}

	return edges
}

func (tm *TaskManager) handleEdges(currentResult nodeResult, edges []Edge) {
	if len(edges) == 0 {
		return
	}

	if len(edges) == 1 {
		tm.processSingleEdge(currentResult, edges[0])
		return
	}

	// For multiple edges, process sequentially to avoid race conditions
	for _, edge := range edges {
		tm.processSingleEdge(currentResult, edge)
	}
}

func (tm *TaskManager) processSingleEdge(currentResult nodeResult, edge Edge) {
	index, ok := currentResult.ctx.Value(ContextIndex).(string)
	if !ok {
		index = "0"
	}
	parentNode := fmt.Sprintf("%s%s%s", edge.From.ID, Delimiter, index)
	switch edge.Type {
	case Simple:
		if _, exists := tm.iteratorNodes.Get(edge.From.ID); exists {
			return
		}
		fallthrough
	case Iterator:
		if edge.Type == Iterator {
			if _, exists := tm.iteratorNodes.Get(edge.From.ID); !exists {
				return
			}
			// Use the actual completing node as parent, not the edge From ID
			parentNode = currentResult.nodeID
			var items []json.RawMessage
			if err := json.Unmarshal(currentResult.result.Payload, &items); err != nil {
				log.Printf("Error unmarshalling payload for node %s: %v", edge.To.ID, err)
				tm.enqueueResult(nodeResult{
					ctx:    currentResult.ctx,
					nodeID: edge.To.ID,
					status: mq.Failed,
					result: mq.Result{Error: err},
				})
				return
			}
			tm.childNodes.Set(parentNode, len(items))
			for i, item := range items {
				childNode := fmt.Sprintf("%s%s%d", edge.To.ID, Delimiter, i)
				ctx := context.WithValue(currentResult.ctx, ContextIndex, fmt.Sprintf("%d", i))
				tm.parentNodes.Set(childNode, parentNode)
				tm.enqueueTask(ctx, edge.To.ID, tm.taskID, item)
			}
		} else {
			tm.childNodes.Set(parentNode, 1)
			idx, _ := currentResult.ctx.Value(ContextIndex).(string)
			childNode := fmt.Sprintf("%s%s%s", edge.To.ID, Delimiter, idx)
			ctx := context.WithValue(currentResult.ctx, ContextIndex, idx)

			// If the current result came from an iterator child that has a parent,
			// we need to preserve that parent relationship for the new target node
			if originalParent, hasParent := tm.parentNodes.Get(currentResult.nodeID); hasParent {
				if tm.dag.debug {
					tm.dag.Logger().Info("Transferring parent relationship for conditional edge",
						logger.Field{Key: "originalChild", Value: currentResult.nodeID},
						logger.Field{Key: "newChild", Value: childNode},
						logger.Field{Key: "parent", Value: originalParent})
				}
				// Remove the original child from parent tracking since it's being replaced by conditional target
				tm.parentNodes.Del(currentResult.nodeID)
				// This edge target should now report back to the original parent instead
				tm.parentNodes.Set(childNode, originalParent)
			} else {
				if tm.dag.debug {
					tm.dag.Logger().Info("No parent found for conditional edge source",
						logger.Field{Key: "nodeID", Value: currentResult.nodeID})
				}
				tm.parentNodes.Set(childNode, parentNode)
			}

			tm.enqueueTask(ctx, edge.To.ID, tm.taskID, currentResult.result.Payload)
		}
	}
}

func (tm *TaskManager) retryDeferredTasks() {
	defer tm.wg.Done()
	ticker := time.NewTicker(tm.baseBackoff)
	defer ticker.Stop()

	for {
		select {
		case <-tm.stopCh:
			log.Println("Stopping deferred task retrier")
			return
		case <-ticker.C:
			// Process deferred tasks with a limit to prevent overwhelming the queue
			processed := 0
			tm.deferredTasks.ForEach(func(taskID string, tsk *task) bool {
				if processed >= 10 { // Process max 10 deferred tasks per tick
					return false
				}

				select {
				case tm.taskQueue <- tsk:
					tm.deferredTasks.Del(taskID)
					processed++
					tm.dag.Logger().Debug("Retried deferred task",
						logger.Field{Key: "taskID", Value: taskID})
				default:
					// Queue still full, keep the task deferred
					return false
				}
				return true
			})
		}
	}
}

func (tm *TaskManager) processFinalResult(state *TaskState) {
	state.Status = mq.Completed
	state.targetResults.Clear()
	// update metrics using the task start time for duration calculation
	tm.dag.updateTaskMetrics(tm.taskID, state.Result, time.Since(tm.createdAt))
	if tm.dag.finalResult != nil {
		tm.dag.finalResult(tm.taskID, state.Result)
	}
}

func (tm *TaskManager) Pause() {
	tm.pauseMu.Lock()
	defer tm.pauseMu.Unlock()
	if tm.pauseCh == nil {
		tm.pauseCh = make(chan struct{})
		log.Println("TaskManager paused")
	}
}

func (tm *TaskManager) Resume() {
	tm.pauseMu.Lock()
	defer tm.pauseMu.Unlock()
	if tm.pauseCh != nil {
		close(tm.pauseCh)
		tm.pauseCh = nil
		log.Println("TaskManager resumed")
	}
}

// Stop gracefully stops the task manager
func (tm *TaskManager) Stop() {
	close(tm.stopCh)
	tm.wg.Wait()

	// Cancel any pending operations
	tm.pauseMu.Lock()
	if tm.pauseCh != nil {
		close(tm.pauseCh)
		tm.pauseCh = nil
	}
	tm.pauseMu.Unlock()

	// Clean up resources
	tm.taskStates.Clear()
	tm.parentNodes.Clear()
	tm.childNodes.Clear()
	tm.deferredTasks.Clear()
	tm.currentNodePayload.Clear()
	tm.currentNodeResult.Clear()

	tm.dag.Logger().Info("TaskManager stopped gracefully",
		logger.Field{Key: "taskID", Value: tm.taskID})
}

// debugNodeStart logs debug information when a node starts processing
func (tm *TaskManager) debugNodeStart(exec *task, node *Node) {
	var payload map[string]any
	if err := json.Unmarshal(exec.payload, &payload); err != nil {
		payload = map[string]any{"raw_payload": string(exec.payload)}
	}

	tm.dag.Logger().Info("🐛 [DEBUG] Node processing started",
		logger.Field{Key: "dag_name", Value: tm.dag.name},
		logger.Field{Key: "task_id", Value: exec.taskID},
		logger.Field{Key: "node_id", Value: node.ID},
		logger.Field{Key: "node_type", Value: node.NodeType.String()},
		logger.Field{Key: "node_label", Value: node.Label},
		logger.Field{Key: "timestamp", Value: time.Now().Format(time.RFC3339)},
		logger.Field{Key: "has_timeout", Value: node.Timeout > 0},
		logger.Field{Key: "timeout_duration", Value: node.Timeout.String()},
		logger.Field{Key: "payload_size", Value: len(exec.payload)},
		logger.Field{Key: "payload_preview", Value: tm.getPayloadPreview(payload)},
		logger.Field{Key: "debug_mode", Value: "individual_node:" + fmt.Sprintf("%t", node.Debug) + ", dag_global:" + fmt.Sprintf("%t", tm.dag.IsDebugEnabled())},
	)

	// Log processor type if it implements the Debugger interface
	if debugger, ok := node.processor.(Debugger); ok {
		debugger.Debug(exec.ctx, mq.NewTask(exec.taskID, exec.payload, exec.nodeID, mq.WithDAG(tm.dag)))
	}
}

// debugNodeComplete logs debug information when a node completes processing
func (tm *TaskManager) debugNodeComplete(exec *task, node *Node, result mq.Result, latency time.Duration, attempts int) {
	var resultPayload map[string]any
	if len(result.Payload) > 0 {
		if err := json.Unmarshal(result.Payload, &resultPayload); err != nil {
			resultPayload = map[string]any{"raw_payload": string(result.Payload)}
		}
	}

	tm.dag.Logger().Info("🐛 [DEBUG] Node processing completed",
		logger.Field{Key: "dag_name", Value: tm.dag.name},
		logger.Field{Key: "task_id", Value: exec.taskID},
		logger.Field{Key: "node_id", Value: node.ID},
		logger.Field{Key: "node_type", Value: node.NodeType.String()},
		logger.Field{Key: "node_label", Value: node.Label},
		logger.Field{Key: "timestamp", Value: time.Now().Format(time.RFC3339)},
		logger.Field{Key: "status", Value: string(result.Status)},
		logger.Field{Key: "latency", Value: latency.String()},
		logger.Field{Key: "attempts", Value: attempts + 1},
		logger.Field{Key: "has_error", Value: result.Error != nil},
		logger.Field{Key: "error_message", Value: tm.getErrorMessage(result.Error)},
		logger.Field{Key: "result_size", Value: len(result.Payload)},
		logger.Field{Key: "result_preview", Value: tm.getPayloadPreview(resultPayload)},
		logger.Field{Key: "is_last_node", Value: result.Last},
	)
}

// getPayloadPreview returns a truncated version of the payload for debug logging
func (tm *TaskManager) getPayloadPreview(payload map[string]any) string {
	if payload == nil {
		return "null"
	}

	preview := make(map[string]any)
	count := 0
	maxFields := 5 // Limit to first 5 fields to avoid log spam

	for key, value := range payload {
		if count >= maxFields {
			preview["..."] = fmt.Sprintf("and %d more fields", len(payload)-maxFields)
			break
		}

		// Truncate string values if they're too long
		if strVal, ok := value.(string); ok && len(strVal) > 100 {
			preview[key] = strVal[:97] + "..."
		} else {
			preview[key] = value
		}
		count++
	}

	previewBytes, _ := json.Marshal(preview)
	return string(previewBytes)
}

// getErrorMessage safely extracts error message
func (tm *TaskManager) getErrorMessage(err error) string {
	if err == nil {
		return ""
	}
	return err.Error()
}

// logActivity logs an activity for a task
func (tm *TaskManager) logActivity(ctx context.Context, taskID, nodeID, action, message string, data json.RawMessage) {
	if tm.storage == nil {
		return
	}

	logEntry := &dagstorage.TaskActivityLog{
		TaskID:    taskID,
		DAGID:     tm.dag.key,
		NodeID:    nodeID,
		Action:    action,
		Message:   message,
		Data:      data,
		Level:     "info",
		CreatedAt: time.Now(),
	}

	if err := tm.storage.LogActivity(ctx, logEntry); err != nil {
		tm.dag.Logger().Error("Failed to log activity",
			logger.Field{Key: "taskID", Value: taskID},
			logger.Field{Key: "action", Value: action},
			logger.Field{Key: "error", Value: err.Error()})
	}
}

// updateTaskPosition updates the current position of a task in the DAG
func (tm *TaskManager) updateTaskPosition(ctx context.Context, taskID, currentNodeID, processingState string) error {
	if tm.storage == nil {
		return nil
	}

	// Get the current task
	task, err := tm.storage.GetTask(ctx, taskID)
	if err != nil {
		return fmt.Errorf("failed to get task for position update: %w", err)
	}

	// Update position fields
	task.CurrentNodeID = currentNodeID
	task.ProcessingState = processingState
	task.UpdatedAt = time.Now()

	// Save the updated task
	return tm.storage.SaveTask(ctx, task)
}

// handleResetTo handles the ResetTo functionality for resetting a task to a specific node
func (tm *TaskManager) handleResetTo(nr nodeResult) {
	resetTo := nr.result.ResetTo
	nodeID := strings.Split(nr.nodeID, Delimiter)[0]

	var targetNodeID string
	var err error

	if resetTo == "back" {
		// Use GetPreviousPageNode to find the previous page node
		var prevNode *Node
		prevNode, err = tm.dag.GetPreviousPageNode(nodeID)
		if err != nil {
			tm.dag.Logger().Error("Failed to get previous page node",
				logger.Field{Key: "currentNodeID", Value: nodeID},
				logger.Field{Key: "error", Value: err.Error()})
			// Send error result
			tm.resultCh <- mq.Result{
				Error:   fmt.Errorf("failed to reset to previous page node: %w", err),
				Ctx:     nr.ctx,
				TaskID:  nr.result.TaskID,
				Topic:   nr.result.Topic,
				Status:  mq.Failed,
				Payload: nr.result.Payload,
			}
			return
		}
		if prevNode == nil {
			tm.dag.Logger().Error("No previous page node found",
				logger.Field{Key: "currentNodeID", Value: nodeID})
			// Send error result
			tm.resultCh <- mq.Result{
				Error:   fmt.Errorf("no previous page node found"),
				Ctx:     nr.ctx,
				TaskID:  nr.result.TaskID,
				Topic:   nr.result.Topic,
				Status:  mq.Failed,
				Payload: nr.result.Payload,
			}
			return
		}
		targetNodeID = prevNode.ID
	} else {
		// Use the specified node ID
		targetNodeID = resetTo
		// Validate that the target node exists
		if _, exists := tm.dag.nodes.Get(targetNodeID); !exists {
			tm.dag.Logger().Error("Reset target node does not exist",
				logger.Field{Key: "targetNodeID", Value: targetNodeID})
			// Send error result
			tm.resultCh <- mq.Result{
				Error:   fmt.Errorf("reset target node %s does not exist", targetNodeID),
				Ctx:     nr.ctx,
				TaskID:  nr.result.TaskID,
				Topic:   nr.result.Topic,
				Status:  mq.Failed,
				Payload: nr.result.Payload,
			}
			return
		}
	}

	if tm.dag.debug {
		tm.dag.Logger().Info("Resetting task to node",
			logger.Field{Key: "taskID", Value: nr.result.TaskID},
			logger.Field{Key: "fromNode", Value: nodeID},
			logger.Field{Key: "toNode", Value: targetNodeID},
			logger.Field{Key: "resetTo", Value: resetTo})
	}

	// Clear task states of all nodes between current node and target node
	// This ensures that when we reset, the workflow can proceed correctly
	tm.clearTaskStatesInPath(nodeID, targetNodeID)

	// Also clear any deferred tasks for the target node itself
	tm.deferredTasks.ForEach(func(taskID string, tsk *task) bool {
		if strings.Split(tsk.nodeID, Delimiter)[0] == targetNodeID {
			tm.deferredTasks.Del(taskID)
			if tm.dag.debug {
				tm.dag.Logger().Debug("Cleared deferred task for target node",
					logger.Field{Key: "nodeID", Value: targetNodeID},
					logger.Field{Key: "taskID", Value: taskID})
			}
		}
		return true
	})

	// Handle dependencies of the target node - if they exist and are not completed,
	// we need to mark them as completed to allow the workflow to proceed
	tm.handleTargetNodeDependencies(targetNodeID, nr)

	// Get previously received data for the target node
	var previousPayload json.RawMessage
	if prevResult, hasResult := tm.currentNodeResult.Get(targetNodeID); hasResult {
		previousPayload = prevResult.Payload
		if tm.dag.debug {
			tm.dag.Logger().Info("Using previous payload for reset",
				logger.Field{Key: "targetNodeID", Value: targetNodeID},
				logger.Field{Key: "payloadSize", Value: len(previousPayload)})
		}
	} else {
		// If no previous data, use the current result's payload
		previousPayload = nr.result.Payload
		if tm.dag.debug {
			tm.dag.Logger().Info("No previous payload found, using current payload",
				logger.Field{Key: "targetNodeID", Value: targetNodeID})
		}
	}

	// Reset task state for the target node
	if state, exists := tm.taskStates.Get(targetNodeID); exists {
		state.Status = mq.Completed // Mark as completed to satisfy dependencies
		state.UpdatedAt = time.Now()
		state.Result = mq.Result{
			Status: mq.Completed,
			Ctx:    nr.ctx,
		}
	} else {
		// Create new state if it doesn't exist and mark as completed
		newState := newTaskState(targetNodeID)
		newState.Status = mq.Completed
		newState.Result = mq.Result{
			Status: mq.Completed,
			Ctx:    nr.ctx,
		}
		tm.taskStates.Set(targetNodeID, newState)
	}

	// Update current node result with the reset result (clear ResetTo to avoid loops)
	resetResult := mq.Result{
		TaskID:  nr.result.TaskID,
		Topic:   targetNodeID,
		Status:  mq.Completed, // Mark as completed
		Payload: previousPayload,
		Ctx:     nr.ctx,
		// ResetTo is intentionally not set to avoid infinite loops
	}
	tm.currentNodeResult.Set(targetNodeID, resetResult)

	// Re-enqueue the task for the target node
	tm.enqueueTask(nr.ctx, targetNodeID, nr.result.TaskID, previousPayload)

	// Log the reset activity
	tm.logActivity(nr.ctx, nr.result.TaskID, targetNodeID, "task_reset",
		fmt.Sprintf("Task reset from %s to %s", nodeID, targetNodeID), nil)
}

// clearTaskStatesInPath clears all task states in the path from current node to target node
// This is necessary when resetting to ensure the workflow can proceed without dependency issues
func (tm *TaskManager) clearTaskStatesInPath(currentNodeID, targetNodeID string) {
	// Get all nodes in the path from current to target
	pathNodes := tm.getNodesInPath(currentNodeID, targetNodeID)

	if tm.dag.debug {
		tm.dag.Logger().Info("Clearing task states in path",
			logger.Field{Key: "fromNode", Value: currentNodeID},
			logger.Field{Key: "toNode", Value: targetNodeID},
			logger.Field{Key: "pathNodeCount", Value: len(pathNodes)})
	}

	// Also clear the current node itself (ValidateInput in the example)
	if state, exists := tm.taskStates.Get(currentNodeID); exists {
		state.Status = mq.Pending
		state.UpdatedAt = time.Now()
		state.Result = mq.Result{} // Clear previous result
		if tm.dag.debug {
			tm.dag.Logger().Debug("Cleared task state for current node",
				logger.Field{Key: "nodeID", Value: currentNodeID})
		}
	}
	// Also clear any cached results for the current node
	tm.currentNodeResult.Del(currentNodeID)
	// Clear any deferred tasks for the current node
	tm.deferredTasks.ForEach(func(taskID string, tsk *task) bool {
		if strings.Split(tsk.nodeID, Delimiter)[0] == currentNodeID {
			tm.deferredTasks.Del(taskID)
			if tm.dag.debug {
				tm.dag.Logger().Debug("Cleared deferred task for current node",
					logger.Field{Key: "nodeID", Value: currentNodeID},
					logger.Field{Key: "taskID", Value: taskID})
			}
		}
		return true
	})

	// Clear task states for all nodes in the path
	for _, pathNodeID := range pathNodes {
		if state, exists := tm.taskStates.Get(pathNodeID); exists {
			state.Status = mq.Pending
			state.UpdatedAt = time.Now()
			state.Result = mq.Result{} // Clear previous result
			if tm.dag.debug {
				tm.dag.Logger().Debug("Cleared task state for path node",
					logger.Field{Key: "nodeID", Value: pathNodeID})
			}
		}
		// Also clear any cached results for this node
		tm.currentNodeResult.Del(pathNodeID)
		// Clear any deferred tasks for this node
		tm.deferredTasks.ForEach(func(taskID string, tsk *task) bool {
			if strings.Split(tsk.nodeID, Delimiter)[0] == pathNodeID {
				tm.deferredTasks.Del(taskID)
				if tm.dag.debug {
					tm.dag.Logger().Debug("Cleared deferred task for path node",
						logger.Field{Key: "nodeID", Value: pathNodeID},
						logger.Field{Key: "taskID", Value: taskID})
				}
			}
			return true
		})
	}
}

// getNodesInPath returns all nodes in the path from start node to end node
func (tm *TaskManager) getNodesInPath(startNodeID, endNodeID string) []string {
	visited := make(map[string]bool)
	var result []string

	// Use BFS to find the path from start to end
	queue := []string{startNodeID}
	visited[startNodeID] = true
	parent := make(map[string]string)

	found := false
	for len(queue) > 0 && !found {
		currentNodeID := queue[0]
		queue = queue[1:]

		// Get all nodes that this node points to
		if node, exists := tm.dag.nodes.Get(currentNodeID); exists {
			for _, edge := range node.Edges {
				if edge.Type == Simple || edge.Type == Iterator {
					targetNodeID := edge.To.ID
					if !visited[targetNodeID] {
						visited[targetNodeID] = true
						parent[targetNodeID] = currentNodeID
						queue = append(queue, targetNodeID)

						if targetNodeID == endNodeID {
							found = true
							break
						}
					}
				}
			}
		}
	}

	// If we found the end node, reconstruct the path
	if found {
		current := endNodeID
		for current != startNodeID {
			result = append([]string{current}, result...)
			if parentNode, exists := parent[current]; exists {
				current = parentNode
			} else {
				break
			}
		}
		result = append([]string{startNodeID}, result...)
	}

	return result
}

// getAllDownstreamNodes returns all nodes that come after the given node in the workflow
func (tm *TaskManager) getAllDownstreamNodes(nodeID string) []string {
	visited := make(map[string]bool)
	var result []string

	// Use BFS to find all downstream nodes
	queue := []string{nodeID}
	visited[nodeID] = true

	for len(queue) > 0 {
		currentNodeID := queue[0]
		queue = queue[1:]

		// Get all nodes that this node points to
		if node, exists := tm.dag.nodes.Get(currentNodeID); exists {
			for _, edge := range node.Edges {
				if edge.Type == Simple || edge.Type == Iterator {
					targetNodeID := edge.To.ID
					if !visited[targetNodeID] {
						visited[targetNodeID] = true
						result = append(result, targetNodeID)
						queue = append(queue, targetNodeID)
					}
				}
			}
		}
	}

	return result
}

// handleTargetNodeDependencies handles the dependencies of the target node during reset
// If the target node has unmet dependencies, we mark them as completed to allow the workflow to proceed
func (tm *TaskManager) handleTargetNodeDependencies(targetNodeID string, nr nodeResult) {
	// Get the dependencies of the target node
	prevNodes, err := tm.dag.GetPreviousNodes(targetNodeID)
	if err != nil {
		tm.dag.Logger().Error("Error getting previous nodes for target",
			logger.Field{Key: "targetNodeID", Value: targetNodeID},
			logger.Field{Key: "error", Value: err.Error()})
		return
	}

	if tm.dag.debug {
		tm.dag.Logger().Info("Checking dependencies for target node",
			logger.Field{Key: "targetNodeID", Value: targetNodeID},
			logger.Field{Key: "dependencyCount", Value: len(prevNodes)})
	}

	// Check each dependency and ensure it's marked as completed for reset
	for _, prevNode := range prevNodes {
		// Check both the pure node ID and the indexed node ID for state
		state, exists := tm.taskStates.Get(prevNode.ID)
		if !exists {
			// Also check if there's a state with an index suffix
			tm.taskStates.ForEach(func(key string, s *TaskState) bool {
				if strings.Split(key, Delimiter)[0] == prevNode.ID {
					state = s
					exists = true
					return false // Stop iteration
				}
				return true
			})
		}

		if !exists {
			// Create new state and mark as completed for reset
			newState := newTaskState(prevNode.ID)
			newState.Status = mq.Completed
			newState.UpdatedAt = time.Now()
			newState.Result = mq.Result{
				Status: mq.Completed,
				Ctx:    nr.ctx,
			}
			tm.taskStates.Set(prevNode.ID, newState)
			if tm.dag.debug {
				tm.dag.Logger().Debug("Created completed state for dependency node during reset",
					logger.Field{Key: "dependencyNodeID", Value: prevNode.ID})
			}
		} else if state.Status != mq.Completed {
			// Mark existing state as completed for reset
			state.Status = mq.Completed
			state.UpdatedAt = time.Now()
			if state.Result.Status == "" {
				state.Result = mq.Result{
					Status: mq.Completed,
					Ctx:    nr.ctx,
				}
			}
			if tm.dag.debug {
				tm.dag.Logger().Debug("Marked dependency node as completed during reset",
					logger.Field{Key: "dependencyNodeID", Value: prevNode.ID},
					logger.Field{Key: "previousStatus", Value: string(state.Status)})
			}
		} else {
			if tm.dag.debug {
				tm.dag.Logger().Debug("Dependency already satisfied",
					logger.Field{Key: "dependencyNodeID", Value: prevNode.ID},
					logger.Field{Key: "status", Value: string(state.Status)})
			}
		}

		// Ensure cached result exists for this dependency
		if _, hasResult := tm.currentNodeResult.Get(prevNode.ID); !hasResult {
			tm.currentNodeResult.Set(prevNode.ID, mq.Result{
				Status: mq.Completed,
				Ctx:    nr.ctx,
			})
		}

		// Clear any deferred tasks for this dependency since it's now satisfied
		tm.deferredTasks.ForEach(func(taskID string, tsk *task) bool {
			if strings.Split(tsk.nodeID, Delimiter)[0] == prevNode.ID {
				tm.deferredTasks.Del(taskID)
				if tm.dag.debug {
					tm.dag.Logger().Debug("Cleared deferred task for satisfied dependency",
						logger.Field{Key: "dependencyNodeID", Value: prevNode.ID},
						logger.Field{Key: "taskID", Value: taskID})
				}
			}
			return true
		})
	}
}