package scheduler

import (
	"context"
	"encoding/json"
	"errors"
	"fmt"
	"strings"
	"sync"
	"time"

	"github.com/jackc/pgx/v5/pgtype"
	"github.com/jackc/pgx/v5/pgxpool"
	"go.uber.org/zap"

	sharedcache "github.com/geo-platform/tenant-api/internal/shared/cache"
	"github.com/geo-platform/tenant-api/internal/shared/config"
	"github.com/geo-platform/tenant-api/internal/shared/messaging/rabbitmq"
	"github.com/geo-platform/tenant-api/internal/shared/publicasset"
	sharedschedule "github.com/geo-platform/tenant-api/internal/shared/schedule"
	tenantapp "github.com/geo-platform/tenant-api/internal/tenant/app"
)

const (
	defaultScheduleDispatchInterval = 15 * time.Second
	defaultScheduleDispatchTimeout  = 30 * time.Second
	defaultScheduleDispatchBatch    = 20
	scheduleCacheCleanupTimeout     = 30 * time.Second
	maxInvalidScheduleFailures      = 3
)

type ScheduleDispatchWorker struct {
	pool              *pgxpool.Pool
	rabbitMQ          *rabbitmq.Client
	promptRuleService *tenantapp.PromptRuleGenerationService
	kolService        *tenantapp.KolGenerationService
	cache             sharedcache.Cache
	logger            *zap.Logger
	cfg               scheduleDispatchRuntimeConfig
	configProvider    config.Provider
}

type dueScheduleTask struct {
	ID                           int64
	TenantID                     int64
	WorkspaceID                  int64
	OperatorID                   *int64
	TargetType                   string
	PromptRuleID                 *int64
	SubscriptionPromptID         *int64
	BrandID                      *int64
	Name                         string
	CronExpr                     string
	ScheduleDays                 []string
	ScheduleTimeMode             string
	RandomWindowStart            string
	RandomWindowEnd              string
	GenerationInput              map[string]interface{}
	AutoPublish                  bool
	PublishAccountIDs            []string
	PublishEnterpriseSiteTargets []tenantapp.ScheduleEnterpriseSiteTarget
	CoverAssetURL                *string
	CoverImageAssetID            *int64
	CoverMode                    string
	CoverRandomScope             string
	CoverRandomFolderID          *int64
	EnableWebSearch              bool
	GenerateCount                int
	StartAt                      *time.Time
	EndAt                        *time.Time
	ScheduledFor                 time.Time
}

type scheduleTaskCacheUpdate struct {
	id       int64
	tenantID int64
}

type scheduleDispatchRuntimeConfig struct {
	Interval          time.Duration
	Timeout           time.Duration
	BatchSize         int
	DispatchWorkers   int
	QueueBackpressure int
}

func NewScheduleDispatchWorker(
	pool *pgxpool.Pool,
	rabbitMQClient *rabbitmq.Client,
	promptRuleService *tenantapp.PromptRuleGenerationService,
	cache sharedcache.Cache,
	logger *zap.Logger,
	cfg config.SchedulerConfig,
) *ScheduleDispatchWorker {
	return &ScheduleDispatchWorker{
		pool:              pool,
		rabbitMQ:          rabbitMQClient,
		promptRuleService: promptRuleService,
		cache:             cache,
		logger:            logger,
		cfg:               scheduleDispatchRuntimeFromConfig(cfg),
	}
}

func (w *ScheduleDispatchWorker) WithKolGenerationService(svc *tenantapp.KolGenerationService) *ScheduleDispatchWorker {
	w.kolService = svc
	return w
}

func (w *ScheduleDispatchWorker) WithConfigProvider(provider config.Provider) *ScheduleDispatchWorker {
	w.configProvider = provider
	return w
}

func (w *ScheduleDispatchWorker) runtimeConfig() scheduleDispatchRuntimeConfig {
	if w != nil && w.configProvider != nil {
		if cfg := w.configProvider.Current(); cfg != nil {
			return scheduleDispatchRuntimeFromConfig(cfg.Scheduler)
		}
	}
	if w == nil {
		return scheduleDispatchRuntimeFromConfig(config.SchedulerConfig{})
	}
	return w.cfg
}

func (w *ScheduleDispatchWorker) Start(ctx context.Context) {
	go w.Run(ctx)
}

func (w *ScheduleDispatchWorker) Run(ctx context.Context) {
	if w == nil || w.pool == nil || w.promptRuleService == nil {
		return
	}
	w.run(ctx)
}

func (w *ScheduleDispatchWorker) run(ctx context.Context) {
	w.runOnce(context.Background())

	for {
		interval := w.runtimeConfig().Interval
		timer := time.NewTimer(interval)
		select {
		case <-ctx.Done():
			timer.Stop()
			return
		case <-timer.C:
			w.runOnce(context.Background())
		}
	}
}

func (w *ScheduleDispatchWorker) runOnce(parent context.Context) {
	runtimeCfg := w.runtimeConfig()
	ctx, cancel := w.stageContext(parent, runtimeCfg)
	count, err := w.hydrateMissingNextRuns(ctx, runtimeCfg)
	cancel()
	if err != nil {
		if w.logger != nil {
			w.logger.Warn("schedule dispatch hydrate missing next_run_at failed", zap.Error(err))
		}
	} else if count > 0 && w.logger != nil {
		w.logger.Info("schedule dispatch hydrated next_run_at", zap.Int("task_count", count))
	}

	ctx, cancel = w.stageContext(parent, runtimeCfg)
	paused, stats, err := w.shouldPauseDispatch(ctx, runtimeCfg)
	cancel()
	if err != nil {
		if w.logger != nil {
			w.logger.Warn("schedule dispatch inspect generation queue failed", zap.Error(err))
		}
	} else if paused {
		if w.logger != nil {
			runtimeCfg := w.runtimeConfig()
			w.logger.Info("schedule dispatch paused by generation queue backpressure",
				zap.Int("queue_depth", stats.Messages),
				zap.Int("queue_consumers", stats.Consumers),
				zap.Int("queue_limit", runtimeCfg.QueueBackpressure),
			)
		}
		return
	}

	ctx, cancel = w.stageContext(parent, runtimeCfg)
	tasks, err := w.claimDueSchedules(ctx, runtimeCfg)
	cancel()
	if err != nil {
		if w.logger != nil {
			w.logger.Warn("schedule dispatch claim due schedules failed", zap.Error(err))
		}
		return
	}

	w.dispatchBatch(parent, tasks)
}

func (w *ScheduleDispatchWorker) RunOnce(ctx context.Context, run JobRunContext) (map[string]any, error) {
	if w == nil || w.pool == nil || w.promptRuleService == nil {
		return map[string]any{"skipped": true, "reason": "worker_not_ready"}, nil
	}
	startedAt := time.Now()
	runtimeCfg := w.runtimeConfig()
	runtimeCfg.ApplyJobRun(run)

	stageCtx, cancel := w.stageContext(ctx, runtimeCfg)
	hydratedCount, err := w.hydrateMissingNextRuns(stageCtx, runtimeCfg)
	cancel()
	if err != nil {
		return map[string]any{
			"stage": "hydrate_missing_next_runs",
		}, err
	}

	stageCtx, cancel = w.stageContext(ctx, runtimeCfg)
	paused, stats, err := w.shouldPauseDispatch(stageCtx, runtimeCfg)
	cancel()
	if err != nil {
		return map[string]any{
			"stage":          "queue_backpressure",
			"hydrated_count": hydratedCount,
		}, err
	}
	if paused {
		return map[string]any{
			"hydrated_count":  hydratedCount,
			"paused":          true,
			"queue_depth":     stats.Messages,
			"queue_consumers": stats.Consumers,
			"duration_ms":     time.Since(startedAt).Milliseconds(),
			"batch_size":      runtimeCfg.BatchSize,
		}, nil
	}

	stageCtx, cancel = w.stageContext(ctx, runtimeCfg)
	tasks, err := w.claimDueSchedules(stageCtx, runtimeCfg)
	cancel()
	if err != nil {
		return map[string]any{
			"stage":          "claim_due_schedules",
			"hydrated_count": hydratedCount,
		}, err
	}
	w.dispatchBatch(ctx, tasks)
	return map[string]any{
		"hydrated_count": hydratedCount,
		"claimed_count":  len(tasks),
		"duration_ms":    time.Since(startedAt).Milliseconds(),
		"batch_size":     runtimeCfg.BatchSize,
	}, nil
}

func (w *ScheduleDispatchWorker) hydrateMissingNextRuns(ctx context.Context, runtimeCfg scheduleDispatchRuntimeConfig) (int, error) {
	tx, err := w.pool.Begin(ctx)
	if err != nil {
		return 0, err
	}
	defer tx.Rollback(ctx)

	rows, err := tx.Query(ctx, `
		SELECT id, tenant_id, cron_expr, schedule_days, schedule_time_mode,
		       random_window_start::text, random_window_end::text, start_at, end_at, status
		FROM schedule_tasks
		WHERE deleted_at IS NULL
		  AND status = 'enabled'
		  AND next_run_at IS NULL
		ORDER BY created_at ASC, id ASC
		FOR UPDATE SKIP LOCKED
		LIMIT $1
	`, runtimeCfg.BatchSize)
	if err != nil {
		return 0, err
	}

	now := time.Now()
	count := 0
	updates := make([]struct {
		cacheUpdate scheduleTaskCacheUpdate
		nextRunAt   *time.Time
		invalidErr  error
	}, 0, runtimeCfg.BatchSize)
	for rows.Next() {
		var (
			id                int64
			tenantID          int64
			cronExpr          string
			scheduleDaysJSON  []byte
			scheduleTimeMode  string
			randomWindowStart string
			randomWindowEnd   string
			status            string
			startAt           pgtype.Timestamptz
			endAt             pgtype.Timestamptz
		)
		if err := rows.Scan(&id, &tenantID, &cronExpr, &scheduleDaysJSON, &scheduleTimeMode, &randomWindowStart, &randomWindowEnd, &startAt, &endAt, &status); err != nil {
			rows.Close()
			return 0, err
		}

		var nextRunAt *time.Time
		var nextErr error
		if status == "enabled" {
			nextRunAt, nextErr = tenantapp.ComputeScheduleTaskNextRun(status, id, cronExpr, tenantapp.DecodeScheduleDayKeys(scheduleDaysJSON), scheduleTimeMode, randomWindowStart, randomWindowEnd, timePtrFromTimestamp(startAt), timePtrFromTimestamp(endAt), now)
			if nextErr != nil && w.logger != nil {
				w.logger.Warn("schedule dispatch skipped invalid schedule while hydrating next_run_at",
					zap.Int64("schedule_task_id", id),
					zap.String("cron_expr", cronExpr),
					zap.Error(nextErr),
				)
			}
		}

		updates = append(updates, struct {
			cacheUpdate scheduleTaskCacheUpdate
			nextRunAt   *time.Time
			invalidErr  error
		}{
			cacheUpdate: scheduleTaskCacheUpdate{
				id:       id,
				tenantID: tenantID,
			},
			nextRunAt:  nextRunAt,
			invalidErr: nextErr,
		})
	}
	if err := rows.Err(); err != nil {
		rows.Close()
		return 0, err
	}
	rows.Close()

	for _, update := range updates {
		if update.invalidErr != nil {
			message := truncateDispatchError(update.invalidErr)
			if _, err := tx.Exec(ctx, `
				UPDATE schedule_tasks
				SET next_run_at = NULL,
				    last_dispatch_status = 'failed',
				    last_dispatch_error = NULLIF($1, ''),
				    consecutive_failures = consecutive_failures + 1,
				    status = CASE WHEN consecutive_failures + 1 >= $2 THEN 'disabled' ELSE status END,
				    updated_at = NOW()
				WHERE id = $3
			`, message, maxInvalidScheduleFailures, update.cacheUpdate.id); err != nil {
				return 0, err
			}
			count++
			continue
		}
		if _, err := tx.Exec(ctx, `
			UPDATE schedule_tasks
			SET next_run_at = $1,
			    updated_at = NOW()
			WHERE id = $2
		`, update.nextRunAt, update.cacheUpdate.id); err != nil {
			return 0, err
		}
		count++
	}

	if err := tx.Commit(ctx); err != nil {
		return 0, err
	}
	cacheUpdates := make([]scheduleTaskCacheUpdate, 0, len(updates))
	for _, update := range updates {
		cacheUpdates = append(cacheUpdates, update.cacheUpdate)
	}
	w.invalidateScheduleTaskCaches(cacheUpdates)
	return count, nil
}

func (w *ScheduleDispatchWorker) claimDueSchedules(ctx context.Context, runtimeCfg scheduleDispatchRuntimeConfig) ([]dueScheduleTask, error) {
	tx, err := w.pool.Begin(ctx)
	if err != nil {
		return nil, err
	}
	defer tx.Rollback(ctx)

	rows, err := tx.Query(ctx, `
		SELECT id, tenant_id, workspace_id, operator_id, target_type, prompt_rule_id,
		       subscription_prompt_id, brand_id, name, cron_expr, schedule_days, schedule_time_mode,
		       random_window_start::text, random_window_end::text, generation_input_json,
		       auto_publish, publish_account_ids, publish_enterprise_site_targets, cover_asset_url, cover_image_asset_id,
		       cover_mode, cover_random_scope, cover_random_folder_id,
		       enable_web_search, generate_count, start_at, end_at, next_run_at
		FROM schedule_tasks
		WHERE deleted_at IS NULL
		  AND status = 'enabled'
		  AND next_run_at IS NOT NULL
		  AND next_run_at <= $1
		ORDER BY next_run_at ASC, id ASC
		FOR UPDATE SKIP LOCKED
		LIMIT $2
	`, time.Now(), runtimeCfg.BatchSize)
	if err != nil {
		return nil, err
	}

	now := time.Now()
	candidates := make([]dueScheduleTask, 0, runtimeCfg.BatchSize)
	updates := make([]struct {
		cacheUpdate scheduleTaskCacheUpdate
		nextRun     *time.Time
		invalidErr  error
	}, 0, runtimeCfg.BatchSize)
	for rows.Next() {
		var (
			task                             dueScheduleTask
			workspaceID                      pgtype.Int8
			operatorID                       pgtype.Int8
			promptRuleID                     pgtype.Int8
			subscriptionPromptID             pgtype.Int8
			generationInputJSON              []byte
			scheduleDaysJSON                 []byte
			publishAccountIDsJSON            []byte
			publishEnterpriseSiteTargetsJSON []byte
			coverRandomFolderID              pgtype.Int8
			startAt                          pgtype.Timestamptz
			endAt                            pgtype.Timestamptz
			nextRunAt                        pgtype.Timestamptz
		)
		if err := rows.Scan(
			&task.ID,
			&task.TenantID,
			&workspaceID,
			&operatorID,
			&task.TargetType,
			&promptRuleID,
			&subscriptionPromptID,
			&task.BrandID,
			&task.Name,
			&task.CronExpr,
			&scheduleDaysJSON,
			&task.ScheduleTimeMode,
			&task.RandomWindowStart,
			&task.RandomWindowEnd,
			&generationInputJSON,
			&task.AutoPublish,
			&publishAccountIDsJSON,
			&publishEnterpriseSiteTargetsJSON,
			&task.CoverAssetURL,
			&task.CoverImageAssetID,
			&task.CoverMode,
			&task.CoverRandomScope,
			&coverRandomFolderID,
			&task.EnableWebSearch,
			&task.GenerateCount,
			&startAt,
			&endAt,
			&nextRunAt,
		); err != nil {
			rows.Close()
			return nil, err
		}

		task.StartAt = timePtrFromTimestamp(startAt)
		task.EndAt = timePtrFromTimestamp(endAt)
		if workspaceID.Valid {
			task.WorkspaceID = workspaceID.Int64
		}
		task.OperatorID = int64PtrFromInt8(operatorID)
		task.PromptRuleID = int64PtrFromInt8(promptRuleID)
		task.SubscriptionPromptID = int64PtrFromInt8(subscriptionPromptID)
		task.ScheduleDays = tenantapp.DecodeScheduleDayKeys(scheduleDaysJSON)
		task.GenerationInput = decodeDueScheduleGenerationInput(generationInputJSON)
		if task.TargetType == "" {
			task.TargetType = tenantapp.ScheduleTargetPromptRule
		}
		task.PublishAccountIDs = decodeDueSchedulePublishAccountIDs(publishAccountIDsJSON)
		task.PublishEnterpriseSiteTargets = tenantapp.DecodeScheduleEnterpriseSiteTargets(publishEnterpriseSiteTargetsJSON)
		task.CoverRandomFolderID = int64PtrFromInt8(coverRandomFolderID)
		if task.CoverMode == "" {
			task.CoverMode = tenantapp.ScheduleCoverModeSpecific
		}
		if task.CoverRandomScope == "" {
			task.CoverRandomScope = tenantapp.ScheduleCoverRandomScopeAll
		}
		if task.GenerateCount <= 0 {
			task.GenerateCount = 1
		}
		scheduledFor := timePtrFromTimestamp(nextRunAt)
		if scheduledFor == nil {
			continue
		}
		task.ScheduledFor = *scheduledFor

		nextRun, nextErr := tenantapp.ComputeScheduleTaskNextRun("enabled", task.ID, task.CronExpr, task.ScheduleDays, task.ScheduleTimeMode, task.RandomWindowStart, task.RandomWindowEnd, task.StartAt, task.EndAt, now.Add(time.Nanosecond))
		if nextErr != nil && w.logger != nil {
			w.logger.Warn("schedule dispatch encountered invalid schedule while claiming due schedule",
				zap.Int64("schedule_task_id", task.ID),
				zap.String("cron_expr", task.CronExpr),
				zap.Error(nextErr),
			)
		}

		updates = append(updates, struct {
			cacheUpdate scheduleTaskCacheUpdate
			nextRun     *time.Time
			invalidErr  error
		}{
			cacheUpdate: scheduleTaskCacheUpdate{
				id:       task.ID,
				tenantID: task.TenantID,
			},
			nextRun:    nextRun,
			invalidErr: nextErr,
		})

		if nextErr == nil && sharedschedule.IsRunAllowed(task.ScheduledFor, task.StartAt, task.EndAt) {
			candidates = append(candidates, task)
		}
	}
	if err := rows.Err(); err != nil {
		rows.Close()
		return nil, err
	}
	rows.Close()

	tasks := make([]dueScheduleTask, 0, len(candidates))
	for _, task := range candidates {
		if task.AutoPublish && len(task.PublishAccountIDs) > 0 {
			accountIDs, _, err := tenantapp.LoadExistingSchedulePublishAccountIDsAndPlatformsByIDs(ctx, tx, task.TenantID, task.WorkspaceID, task.PublishAccountIDs)
			if err != nil {
				return nil, err
			}
			task.PublishAccountIDs = accountIDs
		}
		if task.AutoPublish && len(task.PublishAccountIDs) == 0 && len(task.PublishEnterpriseSiteTargets) == 0 {
			task.AutoPublish = false
		}
		tasks = append(tasks, task)
	}

	for _, update := range updates {
		if update.invalidErr != nil {
			message := truncateDispatchError(update.invalidErr)
			if _, err := tx.Exec(ctx, `
				UPDATE schedule_tasks
				SET next_run_at = NULL,
				    last_dispatch_status = 'failed',
				    last_dispatch_error = NULLIF($1, ''),
				    consecutive_failures = consecutive_failures + 1,
				    status = CASE WHEN consecutive_failures + 1 >= $2 THEN 'disabled' ELSE status END,
				    updated_at = NOW()
				WHERE id = $3
			`, message, maxInvalidScheduleFailures, update.cacheUpdate.id); err != nil {
				return nil, err
			}
			continue
		}
		if _, err := tx.Exec(ctx, `
			UPDATE schedule_tasks
			SET next_run_at = $1,
			    updated_at = NOW()
			WHERE id = $2
		`, update.nextRun, update.cacheUpdate.id); err != nil {
			return nil, err
		}
	}

	if err := tx.Commit(ctx); err != nil {
		return nil, err
	}
	cacheUpdates := make([]scheduleTaskCacheUpdate, 0, len(updates))
	for _, update := range updates {
		cacheUpdates = append(cacheUpdates, update.cacheUpdate)
	}
	w.invalidateScheduleTaskCaches(cacheUpdates)
	return tasks, nil
}

func (w *ScheduleDispatchWorker) dispatch(parent context.Context, task dueScheduleTask) {
	generateCount := task.GenerateCount
	if generateCount <= 0 {
		generateCount = 1
	}

	failures := make([]error, 0)
	for idx := 0; idx < generateCount; idx++ {
		ctx, cancel := w.stageContext(parent)
		resp, err := w.enqueueDueGeneration(ctx, task, generateCount)
		cancel()
		if err != nil {
			failures = append(failures, err)
			if w.logger != nil {
				w.logger.Warn("schedule dispatch enqueue generation failed",
					zap.Int64("schedule_task_id", task.ID),
					zap.Int64("tenant_id", task.TenantID),
					zap.String("target_type", task.TargetType),
					zap.Int64("prompt_rule_id", derefInt64(task.PromptRuleID)),
					zap.Int64("subscription_prompt_id", derefInt64(task.SubscriptionPromptID)),
					zap.Int("generate_index", idx+1),
					zap.Int("generate_count", generateCount),
					zap.Time("scheduled_for", task.ScheduledFor.UTC()),
					zap.Error(err),
				)
			}
			continue
		}

		if w.logger != nil {
			w.logger.Info("schedule dispatch enqueued generation",
				zap.Int64("schedule_task_id", task.ID),
				zap.Int64("tenant_id", task.TenantID),
				zap.String("target_type", task.TargetType),
				zap.Int64("prompt_rule_id", derefInt64(task.PromptRuleID)),
				zap.Int64("subscription_prompt_id", derefInt64(task.SubscriptionPromptID)),
				zap.Int64("article_id", resp.ArticleID),
				zap.Int64("generation_task_id", resp.TaskID),
				zap.Int("generate_index", idx+1),
				zap.Int("generate_count", generateCount),
				zap.Time("scheduled_for", task.ScheduledFor.UTC()),
			)
		}
	}
	w.recordDispatchResult(context.Background(), task, generateCount, failures)
}

func (w *ScheduleDispatchWorker) enqueueDueGeneration(ctx context.Context, task dueScheduleTask, generateCount int) (*tenantapp.GenerateFromRuleResponse, error) {
	coverAssetURL, coverImageAssetID, err := w.resolveDueScheduleCover(ctx, task)
	if err != nil {
		return nil, err
	}
	switch task.TargetType {
	case "", tenantapp.ScheduleTargetPromptRule:
		if task.PromptRuleID == nil || *task.PromptRuleID <= 0 {
			return nil, errors.New("schedule prompt_rule target missing prompt_rule_id")
		}
		return w.promptRuleService.EnqueueScheduledGeneration(ctx, tenantapp.SchedulePromptRuleGenerationInput{
			ScheduleTaskID:               task.ID,
			OperatorID:                   task.OperatorID,
			TenantID:                     task.TenantID,
			PromptRuleID:                 *task.PromptRuleID,
			BrandID:                      task.BrandID,
			Name:                         task.Name,
			WorkspaceID:                  task.WorkspaceID,
			AutoPublish:                  task.AutoPublish,
			PublishAccountIDs:            task.PublishAccountIDs,
			PublishEnterpriseSiteTargets: task.PublishEnterpriseSiteTargets,
			CoverAssetURL:                coverAssetURL,
			CoverImageAssetID:            coverImageAssetID,
			EnableWebSearch:              task.EnableWebSearch,
			GenerateCount:                generateCount,
			ScheduledFor:                 task.ScheduledFor,
		})
	case tenantapp.ScheduleTargetKolSubscriptionPrompt:
		if w.kolService == nil {
			return nil, errors.New("kol generation service is not configured")
		}
		if task.SubscriptionPromptID == nil || *task.SubscriptionPromptID <= 0 {
			return nil, errors.New("schedule kol target missing subscription_prompt_id")
		}
		variables, _ := task.GenerationInput["variables"].(map[string]interface{})
		kolResp, err := w.kolService.EnqueueScheduledGeneration(ctx, tenantapp.ScheduleKolGenerationInput{
			ScheduleTaskID:               task.ID,
			OperatorID:                   task.OperatorID,
			TenantID:                     task.TenantID,
			WorkspaceID:                  task.WorkspaceID,
			BrandID:                      task.BrandID,
			SubscriptionPromptID:         *task.SubscriptionPromptID,
			Name:                         task.Name,
			Variables:                    variables,
			EnableWebSearch:              scheduleGenerationInputBool(task.GenerationInput, "enable_web_search", task.EnableWebSearch),
			KnowledgeGroupIDs:            scheduleGenerationInputInt64s(task.GenerationInput, "knowledge_group_ids"),
			AutoPublish:                  task.AutoPublish,
			PublishAccountIDs:            task.PublishAccountIDs,
			PublishEnterpriseSiteTargets: task.PublishEnterpriseSiteTargets,
			CoverAssetURL:                coverAssetURL,
			CoverImageAssetID:            coverImageAssetID,
			GenerateCount:                generateCount,
			ScheduledFor:                 task.ScheduledFor,
		})
		if err != nil {
			return nil, err
		}
		return &tenantapp.GenerateFromRuleResponse{
			ArticleID: kolResp.ArticleID,
			TaskID:    kolResp.GenerationTaskID,
		}, nil
	default:
		return nil, fmt.Errorf("unsupported schedule target type: %s", task.TargetType)
	}
}

func (w *ScheduleDispatchWorker) resolveDueScheduleCover(ctx context.Context, task dueScheduleTask) (*string, *int64, error) {
	if !task.AutoPublish {
		return nil, nil, nil
	}
	if task.CoverMode != tenantapp.ScheduleCoverModeRandom {
		return task.CoverAssetURL, task.CoverImageAssetID, nil
	}
	image, err := w.pickRandomScheduleCoverImage(ctx, task)
	if err != nil {
		return nil, nil, err
	}
	coverURL := buildScheduleCoverAssetURL(image.ObjectKey, w.assetTokenSecret())
	return &coverURL, &image.ID, nil
}

type scheduleCoverImage struct {
	ID        int64
	ObjectKey string
}

func (w *ScheduleDispatchWorker) pickRandomScheduleCoverImage(ctx context.Context, task dueScheduleTask) (scheduleCoverImage, error) {
	if w == nil || w.pool == nil {
		return scheduleCoverImage{}, errors.New("schedule random cover lookup unavailable")
	}

	var row pgxRow
	if task.CoverRandomScope == tenantapp.ScheduleCoverRandomScopeFolder {
		if task.CoverRandomFolderID == nil || *task.CoverRandomFolderID <= 0 {
			return scheduleCoverImage{}, errors.New("schedule random cover folder missing")
		}
		row = w.pool.QueryRow(ctx, `
			SELECT id, object_key
			FROM image_assets
			WHERE tenant_id = $1
			  AND folder_id = $2
			  AND status = 'active'
			  AND deleted_at IS NULL
			ORDER BY random()
			LIMIT 1
		`, task.TenantID, *task.CoverRandomFolderID)
	} else {
		row = w.pool.QueryRow(ctx, `
			SELECT id, object_key
			FROM image_assets
			WHERE tenant_id = $1
			  AND status = 'active'
			  AND deleted_at IS NULL
			ORDER BY random()
			LIMIT 1
		`, task.TenantID)
	}

	var image scheduleCoverImage
	if err := row.Scan(&image.ID, &image.ObjectKey); err != nil {
		return scheduleCoverImage{}, errors.New("schedule random cover image not found")
	}
	return image, nil
}

type pgxRow interface {
	Scan(dest ...interface{}) error
}

func (w *ScheduleDispatchWorker) assetTokenSecret() string {
	if w != nil && w.configProvider != nil {
		if cfg := w.configProvider.Current(); cfg != nil {
			return strings.TrimSpace(cfg.JWT.Secret)
		}
	}
	return ""
}

func buildScheduleCoverAssetURL(objectKey string, secret string) string {
	return "/api/public/assets/" + publicasset.SignObjectKey(objectKey, secret)
}

func (w *ScheduleDispatchWorker) recordDispatchResult(ctx context.Context, task dueScheduleTask, generateCount int, failures []error) {
	if w == nil || w.pool == nil {
		return
	}
	failedCount := len(failures)
	result := aggregateDispatchResult(generateCount, failedCount)
	if result.status == "success" {
		_, _ = w.pool.Exec(ctx, `
			UPDATE schedule_tasks
			SET last_run_at = $1,
			    last_dispatch_status = $2,
			    last_dispatch_error = NULL,
			    consecutive_failures = 0,
			    updated_at = NOW()
			WHERE id = $3 AND tenant_id = $4
		`, task.ScheduledFor, result.status, task.ID, task.TenantID)
		return
	}
	message := truncateDispatchErrors(failures)
	_, _ = w.pool.Exec(ctx, `
		UPDATE schedule_tasks
		SET last_run_at = $1,
		    last_dispatch_status = $2,
		    last_dispatch_error = NULLIF($3, ''),
		    consecutive_failures = CASE WHEN $4 THEN consecutive_failures + 1 ELSE 0 END,
		    updated_at = NOW()
		WHERE id = $5 AND tenant_id = $6
	`, task.ScheduledFor, result.status, message, result.countAsFailure, task.ID, task.TenantID)
}

type dispatchAggregateResult struct {
	status         string
	countAsFailure bool
}

func aggregateDispatchResult(generateCount, failedCount int) dispatchAggregateResult {
	if generateCount <= 0 {
		generateCount = 1
	}
	if failedCount <= 0 {
		return dispatchAggregateResult{status: "success"}
	}
	if failedCount >= generateCount {
		return dispatchAggregateResult{status: "failed", countAsFailure: true}
	}
	return dispatchAggregateResult{status: "partial"}
}

func truncateDispatchError(err error) string {
	if err == nil {
		return ""
	}
	message := err.Error()
	if len(message) > 1000 {
		return message[:1000]
	}
	return message
}

func truncateDispatchErrors(errs []error) string {
	parts := make([]string, 0, len(errs))
	for _, err := range errs {
		if err == nil {
			continue
		}
		parts = append(parts, err.Error())
	}
	message := strings.Join(parts, "; ")
	if len(message) > 1000 {
		return message[:1000]
	}
	return message
}

func (w *ScheduleDispatchWorker) dispatchBatch(parent context.Context, tasks []dueScheduleTask) {
	if len(tasks) == 0 {
		return
	}
	runtimeCfg := w.runtimeConfig()
	if runtimeCfg.DispatchWorkers <= 1 {
		for _, task := range tasks {
			if parent.Err() != nil {
				return
			}
			w.dispatch(parent, task)
		}
		return
	}

	sem := make(chan struct{}, runtimeCfg.DispatchWorkers)
	var wg sync.WaitGroup
	for _, task := range tasks {
		if parent.Err() != nil {
			break
		}
		task := task
		sem <- struct{}{}
		wg.Add(1)
		go func() {
			defer wg.Done()
			defer func() { <-sem }()
			w.dispatch(parent, task)
		}()
	}
	wg.Wait()
}

func (w *ScheduleDispatchWorker) shouldPauseDispatch(ctx context.Context, runtimeCfg scheduleDispatchRuntimeConfig) (bool, rabbitmq.QueueStats, error) {
	if w == nil || w.rabbitMQ == nil {
		return false, rabbitmq.QueueStats{}, nil
	}
	if runtimeCfg.QueueBackpressure <= 0 {
		return false, rabbitmq.QueueStats{}, nil
	}

	stats, err := w.rabbitMQ.InspectGenerationQueue(ctx)
	if err != nil {
		return false, rabbitmq.QueueStats{}, err
	}
	return stats.Messages >= runtimeCfg.QueueBackpressure, stats, nil
}

func scheduleDispatchRuntimeFromConfig(cfg config.SchedulerConfig) scheduleDispatchRuntimeConfig {
	return scheduleDispatchRuntimeConfig{
		Interval:          schedulerDispatchInterval(cfg),
		Timeout:           schedulerDispatchTimeout(cfg),
		BatchSize:         schedulerDispatchBatchSize(cfg),
		DispatchWorkers:   schedulerDispatchConcurrency(cfg),
		QueueBackpressure: cfg.GenerationQueueBackpressureLimit,
	}
}

func (cfg *scheduleDispatchRuntimeConfig) ApplyJobRun(run JobRunContext) {
	if cfg == nil {
		return
	}
	if run.Job != nil {
		if run.Job.BatchSize != nil && *run.Job.BatchSize > 0 {
			cfg.BatchSize = *run.Job.BatchSize
		}
		if run.Job.TimeoutSeconds > 0 {
			cfg.Timeout = time.Duration(run.Job.TimeoutSeconds) * time.Second
		}
	}
	if value := AsInt(run.Config, "dispatch_workers", 0); value > 0 {
		cfg.DispatchWorkers = value
	}
	if value := AsInt(run.Config, "queue_backpressure", 0); value > 0 {
		cfg.QueueBackpressure = value
	}
	if value := AsInt(run.Config, "batch_size", 0); value > 0 && (run.Job == nil || run.Job.BatchSize == nil) {
		cfg.BatchSize = value
	}
	if timeout := AsDuration(run.Config, "timeout", 0); timeout > 0 && (run.Job == nil || run.Job.TimeoutSeconds <= 0) {
		cfg.Timeout = timeout
	}
}

func schedulerDispatchInterval(cfg config.SchedulerConfig) time.Duration {
	if cfg.DispatchInterval > 0 {
		return cfg.DispatchInterval
	}
	return defaultScheduleDispatchInterval
}

func schedulerDispatchTimeout(cfg config.SchedulerConfig) time.Duration {
	if cfg.DispatchTimeout > 0 {
		return cfg.DispatchTimeout
	}
	return defaultScheduleDispatchTimeout
}

func schedulerDispatchBatchSize(cfg config.SchedulerConfig) int {
	if cfg.DispatchBatchSize > 0 {
		return cfg.DispatchBatchSize
	}
	return defaultScheduleDispatchBatch
}

func schedulerDispatchConcurrency(cfg config.SchedulerConfig) int {
	if cfg.DispatchConcurrency > 0 {
		return cfg.DispatchConcurrency
	}
	return 1
}

func (w *ScheduleDispatchWorker) stageContext(parent context.Context, runtimeCfg ...scheduleDispatchRuntimeConfig) (context.Context, context.CancelFunc) {
	if parent == nil {
		parent = context.Background()
	}
	cfg := w.runtimeConfig()
	if len(runtimeCfg) > 0 {
		cfg = runtimeCfg[0]
	}
	return context.WithTimeout(parent, cfg.Timeout)
}

func (w *ScheduleDispatchWorker) invalidateScheduleTaskCaches(updates []scheduleTaskCacheUpdate) {
	if w == nil || w.cache == nil || len(updates) == 0 {
		return
	}

	ctx, cancel := context.WithTimeout(context.Background(), scheduleCacheCleanupTimeout)
	defer cancel()

	for _, update := range updates {
		taskID := update.id
		tenantapp.InvalidateScheduleTaskCaches(ctx, w.cache, update.tenantID, &taskID)
	}
}

func timePtrFromTimestamp(value pgtype.Timestamptz) *time.Time {
	if !value.Valid {
		return nil
	}
	result := value.Time.Round(0)
	return &result
}

func int64PtrFromInt8(value pgtype.Int8) *int64 {
	if !value.Valid {
		return nil
	}
	result := value.Int64
	return &result
}

func derefInt64(value *int64) int64 {
	if value == nil {
		return 0
	}
	return *value
}

func decodeDueScheduleGenerationInput(raw []byte) map[string]interface{} {
	if len(raw) == 0 {
		return map[string]interface{}{}
	}
	var payload map[string]interface{}
	if err := json.Unmarshal(raw, &payload); err != nil || payload == nil {
		return map[string]interface{}{}
	}
	return payload
}

func decodeDueSchedulePublishAccountIDs(raw []byte) []string {
	if len(raw) == 0 {
		return []string{}
	}
	var values []string
	if err := json.Unmarshal(raw, &values); err != nil {
		return []string{}
	}
	result := make([]string, 0, len(values))
	seen := make(map[string]struct{}, len(values))
	for _, value := range values {
		if value == "" {
			continue
		}
		if _, ok := seen[value]; ok {
			continue
		}
		seen[value] = struct{}{}
		result = append(result, value)
	}
	return result
}

func scheduleGenerationInputBool(input map[string]interface{}, key string, fallback bool) bool {
	if len(input) == 0 {
		return fallback
	}
	raw, ok := input[key]
	if !ok || raw == nil {
		return fallback
	}
	switch typed := raw.(type) {
	case bool:
		return typed
	case string:
		return typed == "true" || typed == "1" || typed == "yes"
	case float64:
		return typed != 0
	default:
		return fallback
	}
}

func scheduleGenerationInputInt64s(input map[string]interface{}, key string) []int64 {
	if len(input) == 0 {
		return nil
	}
	raw, ok := input[key]
	if !ok || raw == nil {
		return nil
	}
	var ids []int64
	switch typed := raw.(type) {
	case []int64:
		ids = typed
	case []interface{}:
		ids = make([]int64, 0, len(typed))
		for _, item := range typed {
			switch value := item.(type) {
			case int64:
				ids = append(ids, value)
			case int:
				ids = append(ids, int64(value))
			case float64:
				ids = append(ids, int64(value))
			}
		}
	default:
		return nil
	}
	seen := make(map[int64]struct{}, len(ids))
	result := make([]int64, 0, len(ids))
	for _, id := range ids {
		if id <= 0 {
			continue
		}
		if _, ok := seen[id]; ok {
			continue
		}
		seen[id] = struct{}{}
		result = append(result, id)
	}
	return result
}