chore(deps): bump element-plus from 2.14.6 to 2.14.7 in /frontend

Bumps [element-plus](https://github.com/element-plus/element-plus) from 2.14.6 to 2.14.7.
- [Release notes](https://github.com/element-plus/element-plus/releases)
- [Changelog](https://github.com/element-plus/element-plus/blob/dev/CHANGELOG.en-US.md)
- [Commits](https://github.com/element-plus/element-plus/compare/2.14.6...2.14.7)

---
updated-dependencies:
- dependency-name: element-plus
  dependency-version: 2.14.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>

agent/app/api/v2/monitor_vllm.go

@@ -11,7 +11,7 @@ func (b *BaseApi) LoadVLLMMonitor(c *gin.Context) {
 	if err := helper.CheckBindAndValidate(&req, c); err != nil {
 		return
 	}
-	data, err := monitorService.LoadVLLMMonitorData(c.Request.Context(), req)
+	data, err := monitorService.LoadVLLMMonitorData(req)
 	if err != nil {
 		helper.InternalServer(c, err)
 		return

agent/app/dto/monitor.go

@@ -127,7 +127,6 @@ type GPUProcess struct {
 }
 
 type MonitorVLLMSearch struct {
-	Group        string    `json:"group" validate:"omitempty,oneof=overview latency requests"`
 	AppInstallID uint      `json:"appInstallID" validate:"required"`
 	StartTime    time.Time `json:"startTime" validate:"required"`
 	EndTime      time.Time `json:"endTime" validate:"required"`

agent/app/model/monitor.go

@@ -79,20 +79,12 @@ type MonitorGPU struct {
 }
 
 type MonitorVLLM struct {
-	ID                      uint               `json:"-" gorm:"primarykey;autoIncrement"`
-	CreatedAt               time.Time          `json:"createdAt"`
-	AppInstallID            uint               `json:"appInstallID"`
-	Status                  string             `json:"status"`
-	RawMetrics              string             `json:"-"`
-	HistogramDeltas         string             `json:"-"`
-	IntervalSeconds         float64            `json:"intervalSeconds" gorm:"-"`
-	RequestDeltas           string             `json:"-"`
-	QueueTime               *float64           `json:"queueTime"`
-	AverageGenerationTokens *float64           `json:"averageGenerationTokens"`
-	PrefixCacheHitRate      *float64           `json:"prefixCacheHitRate"`
-	FinishReasons           map[string]float64 `json:"finishReasons" gorm:"-"`
-	PromptDistribution      map[string]float64 `json:"promptDistribution" gorm:"-"`
-	GenerationDistribution  map[string]float64 `json:"generationDistribution" gorm:"-"`
+	ID              uint      `json:"-" gorm:"primarykey;autoIncrement"`
+	CreatedAt       time.Time `json:"createdAt"`
+	AppInstallID    uint      `json:"appInstallID"`
+	Status          string    `json:"status"`
+	RawMetrics      string    `json:"-"`
+	HistogramDeltas string    `json:"-"`
 
 	Running               *float64 `json:"running"`
 	Waiting               *float64 `json:"waiting"`

agent/app/repo/monitor_vllm.go

@@ -1,7 +1,6 @@
 package repo
 
 import (
-	"context"
 	"errors"
 	"fmt"
 	"strings"
@@ -16,7 +15,8 @@ type VLLMMonitorRepo struct{}
 
 type VLLMHistoryPoint struct {
 	model.MonitorVLLM
-	Bucket int64
+	Bucket           int64
+	HistogramSamples string
 }
 
 func (r *VLLMMonitorRepo) Create(point *model.MonitorVLLM) error {
@@ -41,30 +41,16 @@ func (r *VLLMMonitorRepo) DeleteBefore(before time.Time) error {
 	return global.VLLMMonitorDB.Where("created_at < ?", before).Delete(&model.MonitorVLLM{}).Error
 }
 
-func (r *VLLMMonitorRepo) Count(ctx context.Context, id uint, start, end time.Time) (int64, error) {
+func (r *VLLMMonitorRepo) Count(id uint, start, end time.Time) (int64, error) {
 	var count int64
-	db := global.VLLMMonitorDB.WithContext(ctx).Model(&model.MonitorVLLM{}).Where("app_install_id = ? AND created_at >= ? AND created_at <= ?", id, start, end)
+	db := global.VLLMMonitorDB.Model(&model.MonitorVLLM{}).Where("app_install_id = ? AND created_at >= ? AND created_at <= ?", id, start, end)
 	err := db.Count(&count).Error
 	return count, err
 }
 
-func (r *VLLMMonitorRepo) History(ctx context.Context, id uint, start, end time.Time, seconds int64, aggregation, group string) ([]VLLMHistoryPoint, error) {
-	db := global.VLLMMonitorDB.WithContext(ctx).Model(&model.MonitorVLLM{}).Where("app_install_id = ? AND created_at >= ? AND created_at <= ?", id, start, end)
-	var metrics []string
-	if group == "" || group == "overview" {
-		metrics = append(metrics, "running", "waiting", "cache_usage", "prompt_throughput", "generation_throughput", "request_throughput")
-		if seconds <= 0 || aggregation == "max" {
-			metrics = append(metrics, "prefix_cache_hit_rate")
-		}
-	}
-	if seconds <= 0 || aggregation == "max" {
-		if group == "" || group == "latency" {
-			metrics = append(metrics, "queue_time", "time_to_first_token", "time_per_output_token", "request_latency", "prefill_time", "decode_time", "time_to_first_token_p50", "time_to_first_token_p90", "time_to_first_token_p95", "time_to_first_token_p99", "time_per_output_token_p50", "time_per_output_token_p90", "time_per_output_token_p95", "time_per_output_token_p99", "request_latency_p50", "request_latency_p90", "request_latency_p95", "request_latency_p99")
-		}
-		if group == "" || group == "requests" {
-			metrics = append(metrics, "average_generation_tokens")
-		}
-	}
+func (r *VLLMMonitorRepo) History(id uint, start, end time.Time, seconds int64, aggregation string) ([]VLLMHistoryPoint, error) {
+	db := global.VLLMMonitorDB.Model(&model.MonitorVLLM{}).Where("app_install_id = ? AND created_at >= ? AND created_at <= ?", id, start, end)
+	metrics := []string{"running", "waiting", "cache_usage", "prompt_throughput", "generation_throughput", "request_throughput", "time_to_first_token", "time_per_output_token", "request_latency", "prefill_time", "decode_time", "time_to_first_token_p50", "time_to_first_token_p90", "time_to_first_token_p95", "time_to_first_token_p99", "time_per_output_token_p50", "time_per_output_token_p90", "time_per_output_token_p95", "time_per_output_token_p99", "request_latency_p50", "request_latency_p90", "request_latency_p95", "request_latency_p99"}
 	var columns []string
 	if seconds > 0 {
 		operation := "AVG"
@@ -73,52 +59,20 @@ func (r *VLLMMonitorRepo) History(ctx context.Context, id uint, start, end time.
 		}
 		columns = []string{fmt.Sprintf("(CAST(strftime('%%s', created_at) AS INTEGER) - %d) / %d AS bucket", start.Unix(), seconds)}
 		for _, column := range metrics {
+			if aggregation != "max" && (strings.HasPrefix(column, "time_to_first_token_p") || strings.HasPrefix(column, "time_per_output_token_p") || strings.HasPrefix(column, "request_latency_p")) {
+				continue
+			}
 			columns = append(columns, operation+"("+column+") AS "+column)
 		}
+		if aggregation != "max" {
+			columns = append(columns, "json_group_array(json(NULLIF(histogram_deltas, ''))) AS histogram_samples")
+		}
 		db = db.Group("bucket").Order("bucket ASC")
 	} else {
 		columns = append([]string{"id", "created_at", "app_install_id", "status"}, metrics...)
-		if group == "" || group == "requests" {
-			columns = append(columns, "histogram_deltas", "request_deltas")
-		}
 		db = db.Order("created_at ASC, id ASC")
 	}
 	var points []VLLMHistoryPoint
 	err := db.Select(strings.Join(columns, ", ")).Scan(&points).Error
 	return points, err
 }
-
-func (r *VLLMMonitorRepo) WalkDeltas(ctx context.Context, id uint, start, end time.Time, seconds int64, aggregation, group string, visit func(int64, string, string) error) error {
-	histograms, requests := "''", "''"
-	if group == "" || group == "requests" || (group == "latency" && aggregation != "max") {
-		histograms = "COALESCE(histogram_deltas, '')"
-	}
-	if group == "" || group == "requests" || (group == "overview" && aggregation != "max") {
-		requests = "COALESCE(request_deltas, '')"
-	}
-	if histograms == "''" && requests == "''" {
-		return ctx.Err()
-	}
-	bucket := fmt.Sprintf("(CAST(strftime('%%s', created_at) AS INTEGER) - %d) / %d", start.Unix(), seconds)
-	rows, err := global.VLLMMonitorDB.WithContext(ctx).Model(&model.MonitorVLLM{}).
-		Where("app_install_id = ? AND created_at >= ? AND created_at <= ?", id, start, end).
-		Select(bucket + ", " + histograms + ", " + requests).Rows()
-	if err != nil {
-		return err
-	}
-	defer rows.Close()
-	for rows.Next() {
-		if err := ctx.Err(); err != nil {
-			return err
-		}
-		var index int64
-		var histograms, requests string
-		if err := rows.Scan(&index, &histograms, &requests); err != nil {
-			return err
-		}
-		if err := visit(index, histograms, requests); err != nil {
-			return err
-		}
-	}
-	return rows.Err()
-}

agent/app/service/monitor.go

@@ -54,7 +54,7 @@ type IMonitorService interface {
 
 	LoadIOOptions() []string
 	LoadNetworkOptions() []string
-	LoadVLLMMonitorData(ctx context.Context, req dto.MonitorVLLMSearch) (dto.MonitorVLLMData, error)
+	LoadVLLMMonitorData(req dto.MonitorVLLMSearch) (dto.MonitorVLLMData, error)
 	LoadVLLMCurrent(ctx context.Context, req dto.MonitorVLLMCurrent) (model.MonitorVLLM, error)
 	CleanVLLMMonitor(req dto.MonitorVLLMClean) error
 	LoadGPUOptions() dto.MonitorGPUOptions

agent/app/service/monitor_vllm.go

@@ -31,12 +31,12 @@ var vllmMetricsClient = &http.Client{
 	CheckRedirect: func(req *http.Request, via []*http.Request) error { return http.ErrUseLastResponse },
 }
 
-func (m *MonitorService) LoadVLLMMonitorData(ctx context.Context, req dto.MonitorVLLMSearch) (dto.MonitorVLLMData, error) {
+func (m *MonitorService) LoadVLLMMonitorData(req dto.MonitorVLLMSearch) (dto.MonitorVLLMData, error) {
 	data := dto.MonitorVLLMData{Points: []model.MonitorVLLM{}}
 	if !req.EndTime.After(req.StartTime) {
 		return data, fmt.Errorf("invalid vLLM history request")
 	}
-	install, err := appInstallRepo.GetFirstByCtx(ctx, repo.WithByID(req.AppInstallID))
+	install, err := appInstallRepo.GetFirst(repo.WithByID(req.AppInstallID))
 	if err != nil {
 		return data, err
 	}
@@ -49,31 +49,23 @@ func (m *MonitorService) LoadVLLMMonitorData(ctx context.Context, req dto.Monito
 		return data, err
 	}
 	req.StartTime, req.EndTime = req.StartTime.In(loc), req.EndTime.In(loc)
-	data.SampleCount, err = vllmMonitorRepo.Count(ctx, req.AppInstallID, req.StartTime, req.EndTime)
+	data.SampleCount, err = vllmMonitorRepo.Count(req.AppInstallID, req.StartTime, req.EndTime)
 	if err != nil || data.SampleCount == 0 {
 		return data, err
 	}
 	if data.SampleCount > 1200 {
 		data.BucketSeconds = (req.EndTime.Unix() - req.StartTime.Unix() + 600) / 600
 	}
-	points, err := vllmMonitorRepo.History(ctx, req.AppInstallID, req.StartTime, req.EndTime, data.BucketSeconds, req.Aggregation, req.Group)
+	points, err := vllmMonitorRepo.History(req.AppInstallID, req.StartTime, req.EndTime, data.BucketSeconds, req.Aggregation)
 	if err != nil {
 		return data, err
 	}
 	if data.BucketSeconds > 0 {
-		aggregates := map[int64]*vllm.HistoryAccumulator{}
-		err = vllmMonitorRepo.WalkDeltas(ctx, req.AppInstallID, req.StartTime, req.EndTime, data.BucketSeconds, req.Aggregation, req.Group, func(bucket int64, histograms, requests string) error {
-			if aggregates[bucket] == nil {
-				aggregates[bucket] = &vllm.HistoryAccumulator{}
-			}
-			return aggregates[bucket].Add(histograms, requests, req.Aggregation, req.Group)
-		})
-		if err != nil {
-			return data, err
-		}
-		for i := range points {
-			if aggregate := aggregates[points[i].Bucket]; aggregate != nil {
-				aggregate.Apply(&points[i].MonitorVLLM, req.Aggregation)
+		if req.Aggregation != "max" {
+			for i := range points {
+				if err := vllm.AggregateHistograms(points[i].HistogramSamples, &points[i].MonitorVLLM); err != nil {
+					return data, err
+				}
 			}
 		}
 		next := 0
@@ -101,14 +93,6 @@ func (m *MonitorService) LoadVLLMMonitorData(ctx context.Context, req dto.Monito
 		}
 		interval := time.Duration(intervalSeconds) * time.Second
 		for i, point := range points {
-			if err := ctx.Err(); err != nil {
-				return data, err
-			}
-			var aggregate vllm.HistoryAccumulator
-			if err := aggregate.Add(point.HistogramDeltas, point.RequestDeltas, "max", req.Group); err != nil {
-				return data, err
-			}
-			aggregate.Apply(&point.MonitorVLLM, "max")
 			if i > 0 && point.CreatedAt.Sub(points[i-1].CreatedAt) > 2*interval {
 				data.Points = append(data.Points, model.MonitorVLLM{CreatedAt: points[i-1].CreatedAt.Add(interval), AppInstallID: req.AppInstallID})
 			}

agent/init/migration/migrate.go

@@ -113,7 +113,6 @@ func agentDBMigrations() []*gormigrate.Migration {
 		migrations.AddAcceleratorMetrics,
 		migrations.AddVLLMMonitor,
 		migrations.AddMonitorSettings,
-		migrations.AddVLLMRequestMetrics,
 	}
 }
 

agent/init/migration/migrations/init.go

@@ -1874,10 +1874,3 @@ var AddMonitorSettings = &gormigrate.Migration{
 		return nil
 	},
 }
-
-var AddVLLMRequestMetrics = &gormigrate.Migration{
-	ID: "20261010-vllm-request-metrics",
-	Migrate: func(tx *gorm.DB) error {
-		return global.VLLMMonitorDB.AutoMigrate(&model.MonitorVLLM{})
-	},
-}

agent/utils/ai_tools/vllm/history.go

@@ -1,156 +0,0 @@
-package vllm
-
-import (
-	"encoding/json"
-	"math"
-
-	"github.com/1Panel-dev/1Panel/agent/app/model"
-)
-
-type HistoryAccumulator struct {
-	histograms    map[string]histogram
-	prefixHits    float64
-	prefixQueries float64
-	finishReasons map[string]float64
-	finishSeconds map[string]float64
-}
-
-func (a *HistoryAccumulator) Add(histograms, requests, aggregation, group string) error {
-	if histograms != "" {
-		var sample map[string]histogram
-		if aggregation == "max" || group == "requests" {
-			var distributions struct {
-				Prompt     *histogram `json:"request_prompt_tokens"`
-				Generation *histogram `json:"request_generation_tokens"`
-			}
-			if err := json.Unmarshal([]byte(histograms), &distributions); err != nil {
-				return err
-			}
-			sample = map[string]histogram{}
-			if distributions.Prompt != nil {
-				sample["request_prompt_tokens"] = *distributions.Prompt
-			}
-			if distributions.Generation != nil {
-				sample["request_generation_tokens"] = *distributions.Generation
-			}
-		} else if group == "latency" {
-			var latency struct {
-				FirstToken *histogram `json:"time_to_first_token_seconds"`
-				InterToken *histogram `json:"inter_token_latency_seconds"`
-				Request    *histogram `json:"e2e_request_latency_seconds"`
-				Prefill    *histogram `json:"request_prefill_time_seconds"`
-				Decode     *histogram `json:"request_decode_time_seconds"`
-				Queue      *histogram `json:"request_queue_time_seconds"`
-			}
-			if err := json.Unmarshal([]byte(histograms), &latency); err != nil {
-				return err
-			}
-			sample = map[string]histogram{}
-			for name, item := range map[string]*histogram{
-				"time_to_first_token_seconds":  latency.FirstToken,
-				"inter_token_latency_seconds":  latency.InterToken,
-				"e2e_request_latency_seconds":  latency.Request,
-				"request_prefill_time_seconds": latency.Prefill,
-				"request_decode_time_seconds":  latency.Decode,
-				"request_queue_time_seconds":   latency.Queue,
-			} {
-				if item != nil {
-					sample[name] = *item
-				}
-			}
-		} else if err := json.Unmarshal([]byte(histograms), &sample); err != nil {
-			return err
-		}
-		if a.histograms == nil {
-			a.histograms = map[string]histogram{}
-		}
-		for name, item := range sample {
-			switch name {
-			case "request_prefill_time_seconds", "request_decode_time_seconds", "request_queue_time_seconds":
-				item.Buckets = nil
-			}
-			total, exists := a.histograms[name]
-			if !exists {
-				a.histograms[name] = item
-				continue
-			}
-			total.Seconds += item.Seconds
-			total.Sum += item.Sum
-			total.Count += item.Count
-			if len(total.Buckets) != len(item.Buckets) {
-				total.Buckets = nil
-			}
-			for bound, count := range total.Buckets {
-				addition, ok := item.Buckets[bound]
-				if !ok {
-					total.Buckets = nil
-					break
-				}
-				total.Buckets[bound] = count + addition
-			}
-			a.histograms[name] = total
-		}
-	}
-	if requests == "" {
-		return nil
-	}
-	if group == "overview" {
-		var prefix struct {
-			Seconds float64  `json:"seconds"`
-			Hits    *float64 `json:"prefixHits"`
-			Queries *float64 `json:"prefixQueries"`
-		}
-		if err := json.Unmarshal([]byte(requests), &prefix); err != nil {
-			return err
-		}
-		if prefix.Seconds > 0 && prefix.Hits != nil && prefix.Queries != nil {
-			a.prefixHits += *prefix.Hits
-			a.prefixQueries += *prefix.Queries
-		}
-		return nil
-	}
-	var sample requestMetrics
-	if err := json.Unmarshal([]byte(requests), &sample); err != nil {
-		return err
-	}
-	if sample.Seconds <= 0 {
-		return nil
-	}
-	if group == "" && aggregation != "max" && sample.PrefixHits != nil && sample.PrefixQueries != nil {
-		a.prefixHits += *sample.PrefixHits
-		a.prefixQueries += *sample.PrefixQueries
-	}
-	for reason, count := range sample.FinishReasons {
-		if a.finishReasons == nil {
-			a.finishReasons = map[string]float64{}
-		}
-		if aggregation == "max" {
-			a.finishReasons[reason] = math.Max(a.finishReasons[reason], count/sample.Seconds)
-		} else {
-			if a.finishSeconds == nil {
-				a.finishSeconds = map[string]float64{}
-			}
-			a.finishReasons[reason] += count
-			a.finishSeconds[reason] += sample.Seconds
-		}
-	}
-	return nil
-}
-
-func (a *HistoryAccumulator) Apply(result *model.MonitorVLLM, aggregation string) {
-	applyHistograms(result, a.histograms, aggregation != "max")
-	for reason, count := range a.finishReasons {
-		if result.FinishReasons == nil {
-			result.FinishReasons = map[string]float64{}
-		}
-		if aggregation == "max" {
-			result.FinishReasons[reason] = count
-		} else {
-			result.FinishReasons[reason] = count / a.finishSeconds[reason]
-		}
-	}
-	if aggregation != "max" && a.prefixQueries > 0 {
-		rate := a.prefixHits / a.prefixQueries * 100
-		result.PrefixCacheHitRate = &rate
-	}
-}

agent/utils/ai_tools/vllm/metrics.go

@@ -17,7 +17,6 @@ import (
 type Metrics map[string]map[string]float64
 
 type histogram struct {
-	Seconds float64            `json:"seconds,omitempty"`
 	Sum     float64            `json:"sum"`
 	Count   float64            `json:"count"`
 	Buckets map[string]float64 `json:"buckets,omitempty"`
@@ -38,16 +37,14 @@ func Parse(reader io.Reader) (Metrics, error) {
 		}
 		name := strings.TrimPrefix(match[1], "vllm:")
 		switch name {
-		case "request_prefill_time_seconds_bucket", "request_decode_time_seconds_bucket", "request_queue_time_seconds_bucket":
-			continue
-		case "num_requests_running", "num_requests_waiting", "kv_cache_usage_perc", "gpu_cache_usage_perc", "prompt_tokens_total", "generation_tokens_total", "request_success_total", "prefix_cache_hits_total", "prefix_cache_queries_total":
+		case "num_requests_running", "num_requests_waiting", "kv_cache_usage_perc", "gpu_cache_usage_perc", "prompt_tokens_total", "generation_tokens_total", "request_success_total":
 		default:
 			base := strings.TrimSuffix(strings.TrimSuffix(strings.TrimSuffix(name, "_sum"), "_count"), "_bucket")
 			if base == name {
 				continue
 			}
 			switch base {
-			case "time_to_first_token_seconds", "time_per_output_token_seconds", "inter_token_latency_seconds", "e2e_request_latency_seconds", "request_prefill_time_seconds", "request_decode_time_seconds", "request_queue_time_seconds", "request_prompt_tokens", "request_generation_tokens":
+			case "time_to_first_token_seconds", "time_per_output_token_seconds", "inter_token_latency_seconds", "e2e_request_latency_seconds", "request_prefill_time_seconds", "request_decode_time_seconds":
 			default:
 				continue
 			}
@@ -120,7 +117,7 @@ func Calculate(current, previous Metrics, elapsed float64) (model.MonitorVLLM, e
 		}
 	}
 	histograms := map[string]histogram{}
-	for _, name := range []string{"time_to_first_token_seconds", "inter_token_latency_seconds", "e2e_request_latency_seconds", "request_prefill_time_seconds", "request_decode_time_seconds", "request_queue_time_seconds", "request_prompt_tokens", "request_generation_tokens"} {
+	for _, name := range []string{"time_to_first_token_seconds", "inter_token_latency_seconds", "e2e_request_latency_seconds", "request_prefill_time_seconds", "request_decode_time_seconds"} {
 		source := name
 		if name == "inter_token_latency_seconds" && len(current[name+"_count"]) == 0 {
 			source = "time_per_output_token_seconds"
@@ -130,21 +127,9 @@ func Calculate(current, previous Metrics, elapsed float64) (model.MonitorVLLM, e
 		if sum == nil || count == nil {
 			continue
 		}
-		item := histogram{Sum: *sum, Count: *count}
-		switch name {
-		case "request_prefill_time_seconds", "request_decode_time_seconds", "request_queue_time_seconds":
-		default:
-			item.Buckets = bucketDeltas(current[source+"_bucket"], previous[source+"_bucket"], *count)
-		}
-		if name == "request_prompt_tokens" || name == "request_generation_tokens" {
-			item.Seconds = elapsed
-		}
-		histograms[name] = item
-	}
-	applyHistograms(&result, histograms, true)
-	if err := calculateRequestMetrics(current, previous, elapsed, &result); err != nil {
-		return model.MonitorVLLM{}, err
+		histograms[name] = histogram{Sum: *sum, Count: *count, Buckets: bucketDeltas(current[source+"_bucket"], previous[source+"_bucket"], *count)}
 	}
+	applyHistograms(&result, histograms)
 	encoded, err := json.Marshal(histograms)
 	if err != nil {
 		return model.MonitorVLLM{}, err
@@ -153,24 +138,43 @@ func Calculate(current, previous Metrics, elapsed float64) (model.MonitorVLLM, e
 	return result, nil
 }
 
-func applyHistograms(result *model.MonitorVLLM, histograms map[string]histogram, includeMeans bool) {
-	for name, target := range map[string]*map[string]float64{
-		"request_prompt_tokens":     &result.PromptDistribution,
-		"request_generation_tokens": &result.GenerationDistribution,
-	} {
-		item := histograms[name]
-		if item.Seconds <= 0 || len(item.Buckets) == 0 {
-			continue
-		}
-		result.IntervalSeconds = math.Max(result.IntervalSeconds, item.Seconds)
-		*target = make(map[string]float64, len(item.Buckets))
-		for bound, count := range item.Buckets {
-			(*target)[bound] = count / item.Seconds
+func AggregateHistograms(encoded string, result *model.MonitorVLLM) error {
+	var samples []map[string]histogram
+	if err := json.Unmarshal([]byte(encoded), &samples); err != nil {
+		return err
+	}
+	merged := map[string]histogram{}
+	for _, sample := range samples {
+		for name, item := range sample {
+			if item.Count == 0 {
+				continue
+			}
+			total, exists := merged[name]
+			if !exists {
+				merged[name] = item
+				continue
+			}
+			total.Sum += item.Sum
+			total.Count += item.Count
+			if len(total.Buckets) != len(item.Buckets) {
+				total.Buckets = nil
+			}
+			for bound, count := range total.Buckets {
+				addition, ok := item.Buckets[bound]
+				if !ok {
+					total.Buckets = nil
+					break
+				}
+				total.Buckets[bound] = count + addition
+			}
+			merged[name] = total
 		}
 	}
-	if !includeMeans {
-		return
-	}
+	applyHistograms(result, merged)
+	return nil
+}
+
+func applyHistograms(result *model.MonitorVLLM, histograms map[string]histogram) {
 	for _, item := range []struct {
 		name      string
 		mean      **float64
@@ -181,8 +185,6 @@ func applyHistograms(result *model.MonitorVLLM, histograms map[string]histogram,
 		{"e2e_request_latency_seconds", &result.RequestLatency, []**float64{&result.RequestLatencyP50, &result.RequestLatencyP90, &result.RequestLatencyP95, &result.RequestLatencyP99}},
 		{"request_prefill_time_seconds", &result.PrefillTime, nil},
 		{"request_decode_time_seconds", &result.DecodeTime, nil},
-		{"request_queue_time_seconds", &result.QueueTime, nil},
-		{"request_generation_tokens", &result.AverageGenerationTokens, nil},
 	} {
 		histogram, ok := histograms[item.name]
 		if !ok || histogram.Count <= 0 {

agent/utils/ai_tools/vllm/request_metrics.go

@@ -1,65 +0,0 @@
-package vllm
-
-import (
-	"encoding/json"
-	"strconv"
-
-	"github.com/1Panel-dev/1Panel/agent/app/model"
-	"github.com/1Panel-dev/1Panel/agent/utils/re"
-)
-
-type requestMetrics struct {
-	Seconds       float64            `json:"seconds"`
-	PrefixHits    *float64           `json:"prefixHits,omitempty"`
-	PrefixQueries *float64           `json:"prefixQueries,omitempty"`
-	FinishReasons map[string]float64 `json:"finishReasons,omitempty"`
-}
-
-func calculateRequestMetrics(current, previous Metrics, elapsed float64, result *model.MonitorVLLM) error {
-	sample := requestMetrics{Seconds: elapsed, FinishReasons: map[string]float64{}}
-	hits := counterDelta(current["prefix_cache_hits_total"], previous["prefix_cache_hits_total"])
-	queries := counterDelta(current["prefix_cache_queries_total"], previous["prefix_cache_queries_total"])
-	if hits != nil && queries != nil && *hits <= *queries {
-		sample.PrefixHits, sample.PrefixQueries = hits, queries
-		if *queries > 0 {
-			rate := *hits / *queries * 100
-			result.PrefixCacheHitRate = &rate
-		}
-	}
-	before := groupFinishReasons(previous["request_success_total"])
-	for reason, values := range groupFinishReasons(current["request_success_total"]) {
-		if delta := counterDelta(values, before[reason]); delta != nil {
-			sample.FinishReasons[reason] = *delta
-			if result.FinishReasons == nil {
-				result.FinishReasons = map[string]float64{}
-			}
-			result.FinishReasons[reason] = *delta / elapsed
-		}
-	}
-	encoded, err := json.Marshal(sample)
-	if err != nil {
-		return err
-	}
-	result.RequestDeltas = string(encoded)
-	return nil
-}
-
-func groupFinishReasons(samples map[string]float64) map[string]map[string]float64 {
-	groups := map[string]map[string]float64{}
-	for labels, value := range samples {
-		for _, label := range re.GetRegex(re.VLLMMetricLabelPattern).FindAllStringSubmatch(labels, -1) {
-			if label[1] != "finished_reason" {
-				continue
-			}
-			reason, err := strconv.Unquote(label[2])
-			if err != nil || reason == "" {
-				continue
-			}
-			if groups[reason] == nil {
-				groups[reason] = map[string]float64{}
-			}
-			groups[reason][labels] = value
-		}
-	}
-	return groups
-}

agent/utils/firewall/iptables_helper/manager.go

@@ -209,36 +209,18 @@ func buildBaseChainBindingsRestoreScript(output string, bind bool) string {
 }
 
 func baseChainBindingCommands(output string, bind bool) []string {
-	chains := BasicChains()
-	lines := make([]string, 0, len(chains)*2)
-	position, insertAt := 0, 1
-	for _, current := range strings.Split(output, "\n") {
-		current = strings.TrimSpace(current)
-		if !strings.HasPrefix(current, "-A "+InputChain+" ") {
-			continue
-		}
-		if chain := strings.TrimPrefix(current, "-A "+InputChain+" -j "); slices.Contains(chains, chain) {
-			lines = append(lines, "-D "+InputChain+" -j "+chain)
-			continue
-		}
-		position++
-		if !bind {
-			continue
-		}
-		fields, err := shellwords.Parse(current)
-		if err != nil {
-			continue
-		}
-		for index := 2; index+1 < len(fields); index++ {
-			if fields[index] == "-j" && strings.HasPrefix(fields[index+1], "f2b-") {
-				insertAt = position + 1
-				break
+	lines := make([]string, 0, len(BasicChains())*2)
+	for _, chain := range BasicChains() {
+		binding := "-A " + InputChain + " -j " + chain
+		for _, current := range strings.Split(output, "\n") {
+			if strings.TrimSpace(current) == binding {
+				lines = append(lines, "-D "+InputChain+" -j "+chain)
 			}
 		}
 	}
 	if bind {
-		for index, chain := range chains {
-			lines = append(lines, fmt.Sprintf("-I %s %d -j %s", InputChain, insertAt+index, chain))
+		for index, chain := range BasicChains() {
+			lines = append(lines, fmt.Sprintf("-I %s %d -j %s", InputChain, index+1, chain))
 		}
 	}
 	return lines

agent/utils/ssl/dns_provider.go

@@ -25,7 +25,6 @@ import (
 	"github.com/go-acme/lego/v5/providers/dns/namecheap"
 	"github.com/go-acme/lego/v5/providers/dns/namedotcom"
 	"github.com/go-acme/lego/v5/providers/dns/namesilo"
-	"github.com/go-acme/lego/v5/providers/dns/netcup"
 	"github.com/go-acme/lego/v5/providers/dns/ovh"
 	"github.com/go-acme/lego/v5/providers/dns/porkbun"
 	"github.com/go-acme/lego/v5/providers/dns/rainyun"
@@ -59,7 +58,6 @@ const (
 	NameCheap    DnsType = "NameCheap"
 	NameCom      DnsType = "NameCom"
 	NameSilo     DnsType = "NameSilo"
-	Netcup       DnsType = "Netcup"
 	Ovh          DnsType = "Ovh"
 	PorkBun      DnsType = "PorkBun"
 	RainYun      DnsType = "RainYun"
@@ -74,27 +72,26 @@ const (
 )
 
 type DNSParam struct {
-	ID             string `json:"id"`
-	Token          string `json:"token"`
-	AccessKey      string `json:"accessKey"`
-	SecretKey      string `json:"secretKey"`
-	Email          string `json:"email"`
-	APIkey         string `json:"apiKey"`
-	APIUser        string `json:"apiUser"`
-	APISecret      string `json:"apiSecret"`
-	APIPrefix      string `json:"apiPrefix"`
-	SecretID       string `json:"secretID"`
-	ClientID       string `json:"clientID"`
-	Password       string `json:"password"`
-	Region         string `json:"region"`
-	Username       string `json:"username"`
-	AuthID         string `json:"authID"`
-	SubAuthID      string `json:"subAuthID"`
-	AuthPassword   string `json:"authPassword"`
-	Endpoint       string `json:"endpoint"`
-	AccessToken    string `json:"accessToken"`
-	BaseURL        string `json:"baseURL"`
-	CustomerNumber string `json:"customerNumber"`
+	ID           string `json:"id"`
+	Token        string `json:"token"`
+	AccessKey    string `json:"accessKey"`
+	SecretKey    string `json:"secretKey"`
+	Email        string `json:"email"`
+	APIkey       string `json:"apiKey"`
+	APIUser      string `json:"apiUser"`
+	APISecret    string `json:"apiSecret"`
+	APIPrefix    string `json:"apiPrefix"`
+	SecretID     string `json:"secretID"`
+	ClientID     string `json:"clientID"`
+	Password     string `json:"password"`
+	Region       string `json:"region"`
+	Username     string `json:"username"`
+	AuthID       string `json:"authID"`
+	SubAuthID    string `json:"subAuthID"`
+	AuthPassword string `json:"authPassword"`
+	Endpoint     string `json:"endpoint"`
+	AccessToken  string `json:"accessToken"`
+	BaseURL      string `json:"baseURL"`
 }
 
 var (
@@ -167,14 +164,6 @@ func getDNSProviderConfig(dnsType DnsType, params string, httpClient *http.Clien
 		config.PropagationTimeout = propagationTimeout
 		config.PollingInterval = pollingInterval
 		p, err = namesilo.NewDNSProviderConfig(config)
-	case Netcup:
-		config := newDNSProviderConfig(netcup.NewDefaultConfig(), httpClient)
-		config.Customer = param.CustomerNumber
-		config.Key = param.APIkey
-		config.Password = param.Password
-		config.PropagationTimeout = propagationTimeout
-		config.PollingInterval = pollingInterval
-		p, err = netcup.NewDNSProviderConfig(config)
 	case Godaddy:
 		config := newDNSProviderConfig(godaddy.NewDefaultConfig(), httpClient)
 		config.APIKey = param.APIkey

frontend/package-lock.json

@@ -27,7 +27,7 @@
                 "crypto-js": "^4.2.0",
                 "dompurify": "^3.4.16",
                 "echarts": "^6.1.0",
-                "element-plus": "2.14.6",
+                "element-plus": "2.14.7",
                 "js-base64": "^3.9.1",
                 "jsencrypt": "^3.3.2",
                 "lodash-es": "^4.18.1",
@@ -126,7 +126,6 @@
             "integrity": "sha512-RgHBCvtjbOK2gXSNBNIkNoEc9qoVEtau3hj8gEqKQuL3HZAibKarWFEI3Lfm6EYKkLalOh8eSrj9b+ch9H/VBA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@babel/code-frame": "^7.29.7",
                 "@babel/generator": "^7.29.7",
@@ -1014,7 +1013,6 @@
             "cpu": [
                 "ppc64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1031,7 +1029,6 @@
             "cpu": [
                 "arm"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1048,7 +1045,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1065,7 +1061,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1082,7 +1077,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1099,7 +1093,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1116,7 +1109,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1133,7 +1125,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1150,7 +1141,6 @@
             "cpu": [
                 "arm"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1167,7 +1157,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1184,7 +1173,6 @@
             "cpu": [
                 "ia32"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1201,7 +1189,6 @@
             "cpu": [
                 "loong64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1218,7 +1205,6 @@
             "cpu": [
                 "mips64el"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1235,7 +1221,6 @@
             "cpu": [
                 "ppc64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1252,7 +1237,6 @@
             "cpu": [
                 "riscv64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1269,7 +1253,6 @@
             "cpu": [
                 "s390x"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1286,7 +1269,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1303,7 +1285,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1320,7 +1301,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1337,7 +1317,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1354,7 +1333,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1371,7 +1349,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1388,7 +1365,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1405,7 +1381,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1422,7 +1397,6 @@
             "cpu": [
                 "ia32"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1439,7 +1413,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -1773,18 +1746,6 @@
                 "node": ">=6.0.0"
             }
         },
-        "node_modules/@jridgewell/source-map": {
-            "version": "0.3.11",
-            "resolved": "https://registry.npmjs.org/@jridgewell/source-map/-/source-map-0.3.11.tgz",
-            "integrity": "sha512-ZMp1V8ZFcPG5dIWnQLr3NSI1MiCU7UETdS/A0G8V/XWHvJv3ZsFqutJn1Y5RPmAPX6F3BiE397OqveU/9NCuIA==",
-            "dev": true,
-            "license": "MIT",
-            "optional": true,
-            "dependencies": {
-                "@jridgewell/gen-mapping": "^0.3.5",
-                "@jridgewell/trace-mapping": "^0.3.25"
-            }
-        },
         "node_modules/@jridgewell/sourcemap-codec": {
             "version": "1.5.5",
             "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.5.tgz",
@@ -2013,7 +1974,6 @@
             "version": "2.5.1",
             "resolved": "https://registry.npmjs.org/@parcel/watcher/-/watcher-2.5.1.tgz",
             "integrity": "sha512-dfUnCxiN9H4ap84DvD2ubjw+3vUNpstxa0TneY/Paat8a3R4uQZDLSvWjmznAY/DoahqTHl9V46HF/Zs3F29pg==",
-            "dev": true,
             "hasInstallScript": true,
             "license": "MIT",
             "optional": true,
@@ -2053,7 +2013,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2074,7 +2033,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2095,7 +2053,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2116,7 +2073,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2137,7 +2093,6 @@
             "cpu": [
                 "arm"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2158,7 +2113,6 @@
             "cpu": [
                 "arm"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2179,7 +2133,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2200,7 +2153,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2221,7 +2173,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2242,7 +2193,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2263,7 +2213,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2284,7 +2233,6 @@
             "cpu": [
                 "ia32"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2305,7 +2253,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2350,7 +2297,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2367,7 +2313,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2384,7 +2329,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2401,7 +2345,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2418,7 +2361,6 @@
             "cpu": [
                 "arm"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2435,7 +2377,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2452,7 +2393,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2469,7 +2409,6 @@
             "cpu": [
                 "ppc64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2486,7 +2425,6 @@
             "cpu": [
                 "s390x"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2503,7 +2441,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2520,7 +2457,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2537,7 +2473,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2554,7 +2489,6 @@
             "cpu": [
                 "arm64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2571,7 +2505,6 @@
             "cpu": [
                 "x64"
             ],
-            "dev": true,
             "license": "MIT",
             "optional": true,
             "os": [
@@ -2978,7 +2911,6 @@
             "resolved": "https://registry.npmjs.org/@types/lodash-es/-/lodash-es-4.17.12.tgz",
             "integrity": "sha512-0NgftHUcV4v34VhXm8QBSftKVXtbkBG3ViCjs6+eJ5a6y6Mi/jiFGPc1sC7QK+9BFhWrURE3EOggmWaSxL9OzQ==",
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "@types/lodash": "*"
             }
@@ -3010,9 +2942,8 @@
             "version": "26.6.3",
             "resolved": "https://registry.npmjs.org/@types/node/-/node-26.6.3.tgz",
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                 "@vue/compiler-dom": "3.5.42",
                 "@vue/compiler-sfc": "3.5.42",
@@ -10741,7 +10580,6 @@
             "integrity": "sha512-nMZBOwuzabUO0nLgIcc6rycZEebF6eeUfaiQx9+WSk8e29IbLvPU9feI6tqW4kTo3hvoYAJkMh8n8D0fuISphg==",
             "hasInstallScript": true,
             "license": "MIT",
-            "peer": true,
             "bin": {
                 "vue-demi-fix": "bin/vue-demi-fix.js",
                 "vue-demi-switch": "bin/vue-demi-switch.js"
@@ -10768,7 +10606,6 @@
             "integrity": "sha512-Gk6gRDj0n/fkRa3C3l0bBheoBckUq/Rs0F/TvMWIS6nzzx67amAViMe9CkNgsP2tXyQONvGiHQESHwFtZ3aYDA==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
                 "debug": "^4.4.0",
                 "eslint-scope": "^8.2.0 || ^9.0.0",
@@ -11116,7 +10953,6 @@
             "version": "2.9.1",
             "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.9.1.tgz",
             "integrity": "sha512-3NxN8+78OdzbT7C/WjGsyfPAtJaN3FNDsWxv7Y7mcDsT/oOmgW8BpyQQFFBnvZE3j9Y2Sdz1ULFLezL7Eb2yFw==",
-            "dev": true,
             "license": "ISC",
             "optional": true,
             "bin": {

frontend/package.json

@@ -38,7 +38,7 @@
         "crypto-js": "^4.2.0",
         "dompurify": "^3.4.16",
         "echarts": "^6.1.0",
-        "element-plus": "2.14.6",
+        "element-plus": "2.14.7",
         "js-base64": "^3.9.1",
         "jsencrypt": "^3.3.2",
         "lodash-es": "^4.18.1",

frontend/src/global/mimetype.ts

@@ -216,10 +216,6 @@ export const DNSTypes = [
         label: 'NameSilo',
         value: 'NameSilo',
     },
-    {
-        label: 'Netcup',
-        value: 'Netcup',
-    },
     {
         label: 'NameCheap',
         value: 'NameCheap',

frontend/src/lang/modules/en.ts

@@ -1517,24 +1517,6 @@ const message = {
             extraHeaders: 'Extra Headers',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/s',
-            requestsPerSecond: 'Requests/s',
-            finishReasonLabels: {
-                stop: 'Normal completion',
-                length: 'Length limit reached',
-                abort: 'Aborted',
-                error: 'Error',
-                repetition: 'Repetition',
-            },
-            requestAnalysis: 'Request analysis',
-            promptDistribution: 'Prompt token length distribution',
-            generationDistribution: 'Generation token length distribution',
-            finishReasons: 'Request finish reasons',
-            queueTime: 'Mean queue time',
-            averageGenerationTokens: 'Mean output tokens per request',
-            prefixCacheHitRate: 'Prefix cache hit rate',
-            distributionHelper:
-                'Length distributions show request rates and are unaffected by the average/peak selection.',
             cleanHelper:
                 'Clear monitoring history only for this vLLM instance? Other instances, host and GPU monitoring are unaffected.',
             overview: 'Overview',

frontend/src/lang/modules/es-es.ts

@@ -1526,24 +1526,6 @@ const message = {
             extraHeaders: 'Encabezados adicionales',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/s',
-            requestsPerSecond: 'Solicitudes/s',
-            finishReasonLabels: {
-                stop: 'Finalización normal',
-                length: 'Límite de longitud alcanzado',
-                abort: 'Cancelada',
-                error: 'Error',
-                repetition: 'Repetición',
-            },
-            requestAnalysis: 'Análisis de solicitudes',
-            promptDistribution: 'Distribución de longitud de tokens de entrada',
-            generationDistribution: 'Distribución de longitud de tokens de salida',
-            finishReasons: 'Motivos de finalización de solicitudes',
-            queueTime: 'Tiempo medio en cola',
-            averageGenerationTokens: 'Tokens de salida medios por solicitud',
-            prefixCacheHitRate: 'Tasa de aciertos de caché de prefijos',
-            distributionHelper:
-                'Las distribuciones de longitud muestran tasas de solicitudes y no cambian al seleccionar media o pico.',
             cleanHelper:
                 '¿Borrar solo el historial de monitoreo de esta instancia de vLLM? No afecta a otras instancias ni al monitoreo del host o de GPU.',
             overview: 'Resumen',

frontend/src/lang/modules/fa.ts

@@ -1502,23 +1502,6 @@ const message = {
             extraHeaders: 'هدرهای اضافی',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/ثانیه',
-            requestsPerSecond: 'درخواست/ثانیه',
-            finishReasonLabels: {
-                stop: 'پایان عادی',
-                length: 'رسیدن به حد طول',
-                abort: 'لغوشده',
-                error: 'خطا',
-                repetition: 'تکرار خروجی',
-            },
-            requestAnalysis: 'تحلیل درخواست‌ها',
-            promptDistribution: 'توزیع طول توکن‌های ورودی',
-            generationDistribution: 'توزیع طول توکن‌های خروجی',
-            finishReasons: 'دلایل پایان درخواست‌ها',
-            queueTime: 'میانگین زمان انتظار در صف',
-            averageGenerationTokens: 'میانگین توکن‌های خروجی هر درخواست',
-            prefixCacheHitRate: 'نرخ اصابت حافظه نهان پیشوند',
-            distributionHelper: 'توزیع طول، نرخ درخواست‌ها را نشان می‌دهد و از انتخاب میانگین یا اوج تأثیر نمی‌پذیرد.',
             cleanHelper:
                 'فقط سابقه نظارت این نمونه vLLM پاک شود؟ سایر نمونه\u200cها و نظارت میزبان و GPU تغییری نمی\u200cکنند.',
             overview: 'نمای کلی',

frontend/src/lang/modules/ja.ts

@@ -1505,23 +1505,6 @@ const message = {
             extraHeaders: '追加ヘッダー',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/秒',
-            requestsPerSecond: 'リクエスト/秒',
-            finishReasonLabels: {
-                stop: '正常終了',
-                length: '長さ上限に到達',
-                abort: '中止',
-                error: 'エラー',
-                repetition: '繰り返し出力',
-            },
-            requestAnalysis: 'リクエスト分析',
-            promptDistribution: '入力トークン長の分布',
-            generationDistribution: '出力トークン長の分布',
-            finishReasons: 'リクエスト終了理由',
-            queueTime: '平均キュー待機時間',
-            averageGenerationTokens: 'リクエストあたりの平均出力トークン数',
-            prefixCacheHitRate: 'プレフィックスキャッシュヒット率',
-            distributionHelper: '長さの分布はリクエストレートで集計され、平均／ピークの切り替えには影響されません。',
             cleanHelper:
                 'この vLLM インスタンスの監視履歴のみを削除しますか？他のインスタンス、ホスト、GPU の監視には影響しません。',
             overview: '概要',

frontend/src/lang/modules/ko.ts

@@ -1490,23 +1490,6 @@ const message = {
             extraHeaders: '추가 헤더',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/초',
-            requestsPerSecond: '요청/초',
-            finishReasonLabels: {
-                stop: '정상 종료',
-                length: '길이 제한 도달',
-                abort: '중단',
-                error: '오류',
-                repetition: '반복 출력',
-            },
-            requestAnalysis: '요청 분석',
-            promptDistribution: '입력 토큰 길이 분포',
-            generationDistribution: '출력 토큰 길이 분포',
-            finishReasons: '요청 종료 사유',
-            queueTime: '평균 대기 시간',
-            averageGenerationTokens: '요청당 평균 출력 토큰 수',
-            prefixCacheHitRate: '접두사 캐시 적중률',
-            distributionHelper: '길이 분포는 요청 속도로 집계되며 평균/최댓값 선택의 영향을 받지 않습니다.',
             cleanHelper:
                 '현재 vLLM 인스턴스의 모니터링 기록만 삭제하시겠습니까? 다른 인스턴스, 호스트 및 GPU 모니터링에는 영향을 주지 않습니다.',
             overview: '개요',

frontend/src/lang/modules/lo.ts

@@ -1484,23 +1484,6 @@ const message = {
             extraHeaders: 'Headers ເພີ່ມເຕີມ',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/ວິນາທີ',
-            requestsPerSecond: 'ຄຳຮ້ອງຂໍ/ວິນາທີ',
-            finishReasonLabels: {
-                stop: 'ສຳເລັດປົກກະຕິ',
-                length: 'ເຖິງຂີດຈຳກັດຄວາມຍາວ',
-                abort: 'ຍົກເລີກ',
-                error: 'ຂໍ້ຜິດພາດ',
-                repetition: 'ຜົນອອກຊ້ຳ',
-            },
-            requestAnalysis: 'ການວິເຄາະຄຳຮ້ອງຂໍ',
-            promptDistribution: 'ການແຈກຢາຍຄວາມຍາວໂທເຄັນຂາເຂົ້າ',
-            generationDistribution: 'ການແຈກຢາຍຄວາມຍາວໂທເຄັນຂາອອກ',
-            finishReasons: 'ເຫດຜົນທີ່ຄຳຮ້ອງຂໍສິ້ນສຸດ',
-            queueTime: 'ເວລາລໍຖ້າໃນຄິວສະເລ່ຍ',
-            averageGenerationTokens: 'ຈຳນວນໂທເຄັນຂາອອກສະເລ່ຍຕໍ່ຄຳຮ້ອງຂໍ',
-            prefixCacheHitRate: 'ອັດຕາການພົບໃນແຄດຄຳນຳໜ້າ',
-            distributionHelper: 'ການແຈກຢາຍຄວາມຍາວສະແດງອັດຕາຄຳຮ້ອງຂໍ ແລະ ບໍ່ປ່ຽນຕາມການເລືອກຄ່າສະເລ່ຍ ຫຼື ຄ່າສູງສຸດ.',
             cleanHelper: 'ລຶບສະເພາະປະຫວັດການຕິດຕາມຂອງ vLLM ນີ້ບໍ? ບໍ່ກະທົບຕໍ່ອິນສະແຕນອື່ນ, ໂຮສ ຫຼື GPU.',
             overview: 'ພາບລວມ',
             latencyAnalysis: 'ການວິເຄາະຄວາມລ່າຊ້າ',

frontend/src/lang/modules/ms.ts

@@ -1531,24 +1531,6 @@ const message = {
             extraHeaders: 'Pengepala Tambahan',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/s',
-            requestsPerSecond: 'Permintaan/s',
-            finishReasonLabels: {
-                stop: 'Selesai secara normal',
-                length: 'Had panjang dicapai',
-                abort: 'Dibatalkan',
-                error: 'Ralat',
-                repetition: 'Pengulangan',
-            },
-            requestAnalysis: 'Analisis permintaan',
-            promptDistribution: 'Taburan panjang token input',
-            generationDistribution: 'Taburan panjang token output',
-            finishReasons: 'Sebab permintaan tamat',
-            queueTime: 'Purata masa dalam baris gilir',
-            averageGenerationTokens: 'Purata token output setiap permintaan',
-            prefixCacheHitRate: 'Kadar padanan cache awalan',
-            distributionHelper:
-                'Taburan panjang menunjukkan kadar permintaan dan tidak dipengaruhi oleh pilihan purata/puncak.',
             cleanHelper:
                 'Padamkan sejarah pemantauan untuk instans vLLM ini sahaja? Instans lain serta pemantauan hos dan GPU tidak terjejas.',
             overview: 'Gambaran keseluruhan',

frontend/src/lang/modules/pt-br.ts

@@ -1527,24 +1527,6 @@ const message = {
             extraHeaders: 'Cabeçalhos extras',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/s',
-            requestsPerSecond: 'Solicitações/s',
-            finishReasonLabels: {
-                stop: 'Conclusão normal',
-                length: 'Limite de comprimento atingido',
-                abort: 'Abortada',
-                error: 'Erro',
-                repetition: 'Repetição',
-            },
-            requestAnalysis: 'Análise de solicitações',
-            promptDistribution: 'Distribuição do comprimento dos tokens de entrada',
-            generationDistribution: 'Distribuição do comprimento dos tokens de saída',
-            finishReasons: 'Motivos de conclusão das solicitações',
-            queueTime: 'Tempo médio na fila',
-            averageGenerationTokens: 'Média de tokens de saída por solicitação',
-            prefixCacheHitRate: 'Taxa de acertos do cache de prefixos',
-            distributionHelper:
-                'As distribuições de comprimento mostram taxas de solicitações e não mudam com a seleção de média ou pico.',
             cleanHelper:
                 'Limpar apenas o histórico de monitoramento desta instância do vLLM? Outras instâncias e o monitoramento do host e da GPU não serão afetados.',
             overview: 'Visão geral',

frontend/src/lang/modules/ru.ts

@@ -1520,24 +1520,6 @@ const message = {
             extraHeaders: 'Дополнительные заголовки',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/с',
-            requestsPerSecond: 'Запросов/с',
-            finishReasonLabels: {
-                stop: 'Нормальное завершение',
-                length: 'Достигнут лимит длины',
-                abort: 'Прервано',
-                error: 'Ошибка',
-                repetition: 'Повторение',
-            },
-            requestAnalysis: 'Анализ запросов',
-            promptDistribution: 'Распределение длины входных токенов',
-            generationDistribution: 'Распределение длины выходных токенов',
-            finishReasons: 'Причины завершения запросов',
-            queueTime: 'Среднее время в очереди',
-            averageGenerationTokens: 'Среднее число выходных токенов на запрос',
-            prefixCacheHitRate: 'Доля попаданий в кэш префиксов',
-            distributionHelper:
-                'Распределения длины показывают частоту запросов и не зависят от выбора среднего или пикового значения.',
             cleanHelper:
                 'Удалить историю мониторинга только этого экземпляра vLLM? Другие экземпляры, мониторинг хоста и GPU не будут затронуты.',
             overview: 'Обзор',

frontend/src/lang/modules/tr.ts

@@ -1527,23 +1527,6 @@ const message = {
             extraHeaders: 'Ek Başlıklar',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/sn',
-            requestsPerSecond: 'İstek/sn',
-            finishReasonLabels: {
-                stop: 'Normal tamamlanma',
-                length: 'Uzunluk sınırına ulaşıldı',
-                abort: 'İptal edildi',
-                error: 'Hata',
-                repetition: 'Tekrarlama',
-            },
-            requestAnalysis: 'İstek analizi',
-            promptDistribution: 'Girdi belirteci uzunluk dağılımı',
-            generationDistribution: 'Çıktı belirteci uzunluk dağılımı',
-            finishReasons: 'İstek bitiş nedenleri',
-            queueTime: 'Ortalama kuyruk süresi',
-            averageGenerationTokens: 'İstek başına ortalama çıktı belirteci',
-            prefixCacheHitRate: 'Önek önbelleği isabet oranı',
-            distributionHelper: 'Uzunluk dağılımları istek hızlarını gösterir ve ortalama/tepe seçiminden etkilenmez.',
             cleanHelper:
                 'Yalnızca bu vLLM örneğinin izleme geçmişi temizlensin mi? Diğer örnekler, ana makine ve GPU izlemesi etkilenmez.',
             overview: 'Genel bakış',

frontend/src/lang/modules/zh-Hant.ts

@@ -1437,23 +1437,6 @@ const message = {
             extraHeaders: '額外請求標頭',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/秒',
-            requestsPerSecond: '請求/秒',
-            finishReasonLabels: {
-                stop: '正常結束',
-                length: '達到長度限制',
-                abort: '中止',
-                error: '錯誤',
-                repetition: '重複輸出',
-            },
-            requestAnalysis: '請求分析',
-            promptDistribution: '輸入 Token 長度分佈',
-            generationDistribution: '輸出 Token 長度分佈',
-            finishReasons: '請求結束原因',
-            queueTime: '平均排隊耗時',
-            averageGenerationTokens: '每請求平均輸出 Token 數',
-            prefixCacheHitRate: '前綴快取命中率',
-            distributionHelper: '長度分佈按請求速率彙總，不受平均／峰值切換影響。',
             cleanHelper: '僅清空目前 vLLM 實例的監控歷史，不影響其他實例、主機或 GPU 監控，是否繼續？',
             overview: '概覽',
             latencyAnalysis: '延遲分析',

frontend/src/lang/modules/zh.ts

@@ -1450,23 +1450,6 @@ const message = {
             extraHeaders: '额外请求头',
         },
         vllmMonitor: {
-            tokensPerSecond: 'tokens/秒',
-            requestsPerSecond: '请求/秒',
-            finishReasonLabels: {
-                stop: '正常结束',
-                length: '达到长度限制',
-                abort: '中止',
-                error: '错误',
-                repetition: '重复输出',
-            },
-            requestAnalysis: '请求分析',
-            promptDistribution: '输入 Token 长度分布',
-            generationDistribution: '输出 Token 长度分布',
-            finishReasons: '请求结束原因',
-            queueTime: '平均排队耗时',
-            averageGenerationTokens: '每请求平均输出 Token 数',
-            prefixCacheHitRate: '前缀缓存命中率',
-            distributionHelper: '长度分布按请求速率汇总，不受平均／峰值切换影响。',
             cleanHelper: '仅清空当前 vLLM 实例的监控历史，不影响其他实例、主机或 GPU 监控，是否继续？',
             overview: '概览',
             latencyAnalysis: '延迟分析',

frontend/src/views/home/index.vue

@@ -551,8 +551,7 @@ const welcomeOpen = ref();
 const shadowContainer = ref();
 
 const chartOption = ref('network');
-let timer: ReturnType<typeof setInterval> | null = null;
-let initialSampleTimer: ReturnType<typeof setTimeout> | null = null;
+let timer: NodeJS.Timer | null = null;
 let isInit = ref<boolean>(true);
 let isStatusInit = ref<boolean>(true);
 let isActive = ref(true);
@@ -796,16 +795,14 @@ const onLoadBaseInfo = async (isInit: boolean, range: string) => {
     const res = await loadBaseInfo(searchInfo.ioOption, searchInfo.netOption);
     baseInfo.value = res.data;
     updateCurrentInfo(baseInfo.value.currentInfo);
-    skipNextCurrentInfoDelta.value = !isInit;
-    if (!isInit) {
-        onLoadCurrentInfo();
-    }
+    skipNextCurrentInfoDelta.value = true;
+    onLoadCurrentInfo();
     isStatusInit.value = false;
     statusRef.value?.acceptParams(currentInfo.value, baseInfo.value);
     appRef.value?.acceptParams();
-    if (isInit && isCurrentActive.value) {
+    if (isInit) {
         clearTimer();
-        const refreshCurrentInfo = async () => {
+        timer = setInterval(async () => {
             try {
                 if (!isCurrentActive.value) {
                     throw new Error('jump out');
@@ -817,9 +814,7 @@ const onLoadBaseInfo = async (isInit: boolean, range: string) => {
             } catch {
                 clearTimer();
             }
-        };
-        initialSampleTimer = setTimeout(refreshCurrentInfo, 500);
-        timer = setInterval(refreshCurrentInfo, 3000);
+        }, 3000);
     }
 };
 
@@ -855,9 +850,7 @@ const jumpPanel = (row: any) => {
 
 const onLoadCurrentInfo = async () => {
     const res = await loadCurrentInfo(searchInfo.ioOption, searchInfo.netOption);
-    const timeInterval =
-        (new Date(res.data.shotTime).getTime() - new Date(currentInfo.value.shotTime).getTime()) / 1000;
-    if (skipNextCurrentInfoDelta.value || !Number.isFinite(timeInterval) || timeInterval <= 0) {
+    if (skipNextCurrentInfoDelta.value) {
         skipNextCurrentInfoDelta.value = false;
         currentChartInfo.netBytesSent = 0;
         currentChartInfo.netBytesRecv = 0;
@@ -873,6 +866,7 @@ const onLoadCurrentInfo = async () => {
     currentInfo.value.timeSinceUptime = res.data.timeSinceUptime;
     currentInfo.value.runningTime = res.data.runningTime;
 
+    let timeInterval = Number(res.data.uptime - currentInfo.value.uptime) || 3;
     currentChartInfo.netBytesSent =
         res.data.netBytesSent - currentInfo.value.netBytesSent > 0
             ? Number(((res.data.netBytesSent - currentInfo.value.netBytesSent) / 1024 / timeInterval).toFixed(2))
@@ -1152,8 +1146,6 @@ onBeforeRouteUpdate((to, from, next) => {
 const clearTimer = () => {
     clearInterval(Number(timer));
     timer = null;
-    clearTimeout(Number(initialSampleTimer));
-    initialSampleTimer = null;
 };
 
 onMounted(() => {

frontend/src/views/website/ssl/dns-account/create/index.vue

@@ -110,21 +110,6 @@
                             <el-input v-model.trim="account.authorization['token']"></el-input>
                         </el-form-item>
                     </div>
-                    <div v-if="account.type === 'Netcup'">
-                        <el-form-item label="Customer Number" prop="authorization.customerNumber">
-                            <el-input v-model.trim="account.authorization['customerNumber']"></el-input>
-                        </el-form-item>
-                        <el-form-item label="API Key" prop="authorization.apiKey">
-                            <el-input v-model.trim="account.authorization['apiKey']"></el-input>
-                        </el-form-item>
-                        <el-form-item label="API Password" prop="authorization.password">
-                            <el-input
-                                v-model.trim="account.authorization['password']"
-                                type="password"
-                                show-password
-                            ></el-input>
-                        </el-form-item>
-                    </div>
                     <div
                         v-if="account.type === 'FreeMyIP' || account.type === 'Vercel' || account.type === 'IonosCloud'"
                     >
@@ -260,7 +245,6 @@ const rules = ref<any>({
         apiPrefix: [Rules.requiredInput],
         username: [Rules.requiredInput],
         password: [Rules.requiredInput],
-        customerNumber: [Rules.requiredInput],
     },
 });
 const account = ref({