fix: use correct prepQUery

ee/query-service/app/api/api.go

@@ -40,6 +40,7 @@ type APIHandlerOptions struct {
 	// Querier Influx Interval
 	FluxInterval      time.Duration
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 type APIHandler struct {
@@ -65,6 +66,7 @@ func NewAPIHandler(opts APIHandlerOptions) (*APIHandler, error) {
 		Cache:                         opts.Cache,
 		FluxInterval:                  opts.FluxInterval,
 		UseLogsNewSchema:              opts.UseLogsNewSchema,
+		UseTraceNewSchema:             opts.UseTraceNewSchema,
 	})
 
 	if err != nil {

ee/query-service/app/api/traces.go

@@ -2,32 +2,31 @@ package api
 
 import (
 	"net/http"
-
-	"go.signoz.io/signoz/ee/query-service/app/db"
-	"go.signoz.io/signoz/ee/query-service/model"
-	baseapp "go.signoz.io/signoz/pkg/query-service/app"
-	basemodel "go.signoz.io/signoz/pkg/query-service/model"
-	"go.uber.org/zap"
 )
 
 func (ah *APIHandler) searchTraces(w http.ResponseWriter, r *http.Request) {
 
-	if !ah.CheckFeature(basemodel.SmartTraceDetail) {
-		zap.L().Info("SmartTraceDetail feature is not enabled in this plan")
 	ah.APIHandler.SearchTraces(w, r)
 	return
-	}
-	searchTracesParams, err := baseapp.ParseSearchTracesParams(r)
-	if err != nil {
-		RespondError(w, &model.ApiError{Typ: model.ErrorBadData, Err: err}, "Error reading params")
-		return
-	}
 
-	result, err := ah.opts.DataConnector.SearchTraces(r.Context(), searchTracesParams, db.SmartTraceAlgorithm)
+	// This is commented since this will be taken care by new trace API
-	if ah.HandleError(w, err, http.StatusBadRequest) {
-		return
-	}
 
-	ah.WriteJSON(w, r, result)
+	// if !ah.CheckFeature(basemodel.SmartTraceDetail) {
+	// 	zap.L().Info("SmartTraceDetail feature is not enabled in this plan")
+	// 	ah.APIHandler.SearchTraces(w, r)
+	// 	return
+	// }
+	// searchTracesParams, err := baseapp.ParseSearchTracesParams(r)
+	// if err != nil {
+	// 	RespondError(w, &model.ApiError{Typ: model.ErrorBadData, Err: err}, "Error reading params")
+	// 	return
+	// }
+
+	// result, err := ah.opts.DataConnector.SearchTraces(r.Context(), searchTracesParams, db.SmartTraceAlgorithm)
+	// if ah.HandleError(w, err, http.StatusBadRequest) {
+	// 	return
+	// }
+
+	// ah.WriteJSON(w, r, result)
 
 }

ee/query-service/app/db/reader.go

@@ -26,8 +26,9 @@ func NewDataConnector(
 	dialTimeout time.Duration,
 	cluster string,
 	useLogsNewSchema bool,
+	useTraceNewSchema bool,
 ) *ClickhouseReader {
-	ch := basechr.NewReader(localDB, promConfigPath, lm, maxIdleConns, maxOpenConns, dialTimeout, cluster, useLogsNewSchema)
+	ch := basechr.NewReader(localDB, promConfigPath, lm, maxIdleConns, maxOpenConns, dialTimeout, cluster, useLogsNewSchema, useTraceNewSchema)
 	return &ClickhouseReader{
 		conn:             ch.GetConn(),
 		appdb:            localDB,

ee/query-service/app/server.go

@@ -78,6 +78,7 @@ type ServerOptions struct {
 	Cluster           string
 	GatewayUrl        string
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 // Server runs HTTP api service
@@ -156,6 +157,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 			serverOptions.DialTimeout,
 			serverOptions.Cluster,
 			serverOptions.UseLogsNewSchema,
+			serverOptions.UseTraceNewSchema,
 		)
 		go qb.Start(readerReady)
 		reader = qb
@@ -189,6 +191,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		serverOptions.DisableRules,
 		lm,
 		serverOptions.UseLogsNewSchema,
+		serverOptions.UseTraceNewSchema,
 	)
 
 	if err != nil {
@@ -270,6 +273,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		FluxInterval:                  fluxInterval,
 		Gateway:                       gatewayProxy,
 		UseLogsNewSchema:              serverOptions.UseLogsNewSchema,
+		UseTraceNewSchema:             serverOptions.UseTraceNewSchema,
 	}
 
 	apiHandler, err := api.NewAPIHandler(apiOpts)
@@ -736,7 +740,8 @@ func makeRulesManager(
 	cache cache.Cache,
 	disableRules bool,
 	fm baseint.FeatureLookup,
-	useLogsNewSchema bool) (*baserules.Manager, error) {
+	useLogsNewSchema bool,
+	useTraceNewSchema bool) (*baserules.Manager, error) {
 
 	// create engine
 	pqle, err := pqle.FromConfigPath(promConfigPath)
@@ -767,6 +772,7 @@ func makeRulesManager(
 
 		PrepareTaskFunc:   rules.PrepareTaskFunc,
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	// create Manager

ee/query-service/main.go

@@ -94,6 +94,7 @@ func main() {
 	var cluster string
 
 	var useLogsNewSchema bool
+	var useTraceNewSchema bool
 	var cacheConfigPath, fluxInterval string
 	var enableQueryServiceLogOTLPExport bool
 	var preferSpanMetrics bool
@@ -104,6 +105,7 @@ func main() {
 	var gatewayUrl string
 
 	flag.BoolVar(&useLogsNewSchema, "use-logs-new-schema", false, "use logs_v2 schema for logs")
+	flag.BoolVar(&useTraceNewSchema, "use-trace-new-schema", false, "use new schema for traces")
 	flag.StringVar(&promConfigPath, "config", "./config/prometheus.yml", "(prometheus config to read metrics)")
 	flag.StringVar(&skipTopLvlOpsPath, "skip-top-level-ops", "", "(config file to skip top level operations)")
 	flag.BoolVar(&disableRules, "rules.disable", false, "(disable rule evaluation)")
@@ -143,6 +145,7 @@ func main() {
 		Cluster:           cluster,
 		GatewayUrl:        gatewayUrl,
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	// Read the jwt secret key

ee/query-service/rules/manager.go

@@ -21,6 +21,7 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 			opts.FF,
 			opts.Reader,
 			opts.UseLogsNewSchema,
+			opts.UseTraceNewSchema,
 			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
 		)
 

pkg/query-service/app/clickhouseReader/options.go

@@ -45,6 +45,9 @@ const (
 	defaultLogsTableV2              string = "distributed_logs_v2"
 	defaultLogsResourceLocalTableV2 string = "logs_v2_resource"
 	defaultLogsResourceTableV2      string = "distributed_logs_v2_resource"
+
+	defaultTraceIndexTableV3    string = "distributed_signoz_index_v3"
+	defaultTraceResourceTableV3 string = "distributed_traces_v3_resource"
 )
 
 // NamespaceConfig is Clickhouse's internal configuration data
@@ -82,6 +85,9 @@ type namespaceConfig struct {
 	LogsTableV2              string
 	LogsResourceLocalTableV2 string
 	LogsResourceTableV2      string
+
+	TraceIndexTableV3    string
+	TraceResourceTableV3 string
 }
 
 // Connecto defines how to connect to the database
@@ -174,6 +180,9 @@ func NewOptions(
 			LogsLocalTableV2:         defaultLogsLocalTableV2,
 			LogsResourceTableV2:      defaultLogsResourceTableV2,
 			LogsResourceLocalTableV2: defaultLogsResourceLocalTableV2,
+
+			TraceIndexTableV3:    defaultTraceIndexTableV3,
+			TraceResourceTableV3: defaultTraceResourceTableV3,
 		},
 		others: make(map[string]*namespaceConfig, len(otherNamespaces)),
 	}

pkg/query-service/app/clickhouseReader/reader.go

@@ -146,8 +146,12 @@ type ClickHouseReader struct {
 	cluster                string
 
 	useLogsNewSchema   bool
+	useTraceNewSchema  bool
 	logsTableName      string
 	logsLocalTableName string
+
+	traceIndexTableV3    string
+	traceResourceTableV3 string
 }
 
 // NewTraceReader returns a TraceReader for the database
@@ -160,6 +164,7 @@ func NewReader(
 	dialTimeout time.Duration,
 	cluster string,
 	useLogsNewSchema bool,
+	useTraceNewSchema bool,
 ) *ClickHouseReader {
 
 	datasource := os.Getenv("ClickHouseUrl")
@@ -170,7 +175,7 @@ func NewReader(
 		zap.L().Fatal("failed to initialize ClickHouse", zap.Error(err))
 	}
 
-	return NewReaderFromClickhouseConnection(db, options, localDB, configFile, featureFlag, cluster, useLogsNewSchema)
+	return NewReaderFromClickhouseConnection(db, options, localDB, configFile, featureFlag, cluster, useLogsNewSchema, useTraceNewSchema)
 }
 
 func NewReaderFromClickhouseConnection(
@@ -181,6 +186,7 @@ func NewReaderFromClickhouseConnection(
 	featureFlag interfaces.FeatureLookup,
 	cluster string,
 	useLogsNewSchema bool,
+	useTraceNewSchema bool,
 ) *ClickHouseReader {
 	alertManager, err := am.New()
 	if err != nil {
@@ -246,6 +252,7 @@ func NewReaderFromClickhouseConnection(
 		queryProgressTracker:    queryprogress.NewQueryProgressTracker(),
 
 		useLogsNewSchema:  useLogsNewSchema,
+		useTraceNewSchema: useTraceNewSchema,
 
 		logsTableV2:              options.primary.LogsTableV2,
 		logsLocalTableV2:         options.primary.LogsLocalTableV2,
@@ -253,6 +260,9 @@ func NewReaderFromClickhouseConnection(
 		logsResourceLocalTableV2: options.primary.LogsResourceLocalTableV2,
 		logsTableName:            logsTableName,
 		logsLocalTableName:       logsLocalTableName,
+
+		traceIndexTableV3:    options.primary.TraceIndexTableV3,
+		traceResourceTableV3: options.primary.TraceResourceTableV3,
 	}
 }
 
@@ -1666,10 +1676,125 @@ func (r *ClickHouseReader) GetUsage(ctx context.Context, queryParams *model.GetU
 	return &usageItems, nil
 }
 
+func (r *ClickHouseReader) SearchTracesV2(ctx context.Context, params *model.SearchTracesParams) (*[]model.SearchSpansResult, error) {
+	var countSpans uint64
+	// TODO(nitya): check if we can use timestamp filter here
+	countQuery := fmt.Sprintf("SELECT count() as count from %s.%s WHERE traceID=$1", r.TraceDB, r.traceIndexTableV3)
+	err := r.db.QueryRow(ctx, countQuery, params.TraceID).Scan(&countSpans)
+	if err != nil {
+		zap.L().Error("Error in processing sql query", zap.Error(err))
+		return nil, fmt.Errorf("error in processing sql query")
+	}
+
+	if countSpans > uint64(params.MaxSpansInTrace) {
+		zap.L().Error("Max spans allowed in a trace limit reached", zap.Int("MaxSpansInTrace", params.MaxSpansInTrace),
+			zap.Uint64("Count", countSpans))
+		userEmail, err := auth.GetEmailFromJwt(ctx)
+		if err == nil {
+			data := map[string]interface{}{
+				"traceSize":            countSpans,
+				"maxSpansInTraceLimit": params.MaxSpansInTrace,
+			}
+			telemetry.GetInstance().SendEvent(telemetry.TELEMETRY_EVENT_MAX_SPANS_ALLOWED_LIMIT_REACHED, data, userEmail, true, false)
+		}
+		return nil, fmt.Errorf("max spans allowed in trace limit reached, please contact support for more details")
+	}
+
+	userEmail, err := auth.GetEmailFromJwt(ctx)
+	if err == nil {
+		data := map[string]interface{}{
+			"traceSize": countSpans,
+		}
+		telemetry.GetInstance().SendEvent(telemetry.TELEMETRY_EVENT_TRACE_DETAIL_API, data, userEmail, true, false)
+	}
+
+	var startTime, endTime, durationNano uint64
+	var searchScanResponses []model.SearchSpanResponseItemV2
+
+	query := fmt.Sprintf("SELECT timestamp, durationNano, spanID, traceID, hasError, kind, serviceName, name, references, attributes_string, events, statusMessage, statusCodeString, spanKind FROM %s.%s WHERE traceID=$1", r.TraceDB, r.traceIndexTableV3)
+
+	start := time.Now()
+
+	err = r.db.Select(ctx, &searchScanResponses, query, params.TraceID)
+
+	zap.L().Info(query)
+
+	if err != nil {
+		zap.L().Error("Error in processing sql query", zap.Error(err))
+		return nil, fmt.Errorf("error in processing sql query")
+	}
+	end := time.Now()
+	zap.L().Debug("getTraceSQLQuery took: ", zap.Duration("duration", end.Sub(start)))
+	searchSpansResult := []model.SearchSpansResult{
+		{
+			Columns:   []string{"__time", "SpanId", "TraceId", "ServiceName", "Name", "Kind", "DurationNano", "TagsKeys", "TagsValues", "References", "Events", "HasError", "StatusMessage", "StatusCodeString", "SpanKind"},
+			Events:    make([][]interface{}, len(searchScanResponses)),
+			IsSubTree: false,
+		},
+	}
+
+	searchSpanResponses := []model.SearchSpanResponseItem{}
+	start = time.Now()
+	for _, item := range searchScanResponses {
+		ref := []model.OtelSpanRef{}
+		err := json.Unmarshal([]byte(item.References), &ref)
+		if err != nil {
+			zap.L().Error("Error unmarshalling references", zap.Error(err))
+			return nil, err
+		}
+
+		// TODO(nitya): add attributes_number and attributes_bool and resources_string to this
+		jsonItem := model.SearchSpanResponseItem{
+			SpanID:           item.SpanID,
+			TraceID:          item.TraceID,
+			ServiceName:      item.ServiceName,
+			Name:             item.Name,
+			Kind:             int32(item.Kind),
+			DurationNano:     int64(item.DurationNano),
+			HasError:         item.HasError,
+			StatusMessage:    item.StatusMessage,
+			StatusCodeString: item.StatusCodeString,
+			SpanKind:         item.SpanKind,
+			References:       ref,
+			Events:           item.Events,
+			TagMap:           item.TagMap,
+		}
+
+		jsonItem.TimeUnixNano = uint64(item.TimeUnixNano.UnixNano() / 1000000)
+
+		searchSpanResponses = append(searchSpanResponses, jsonItem)
+		if startTime == 0 || jsonItem.TimeUnixNano < startTime {
+			startTime = jsonItem.TimeUnixNano
+		}
+		if endTime == 0 || jsonItem.TimeUnixNano > endTime {
+			endTime = jsonItem.TimeUnixNano
+		}
+		if durationNano == 0 || uint64(jsonItem.DurationNano) > durationNano {
+			durationNano = uint64(jsonItem.DurationNano)
+		}
+	}
+	end = time.Now()
+	zap.L().Debug("getTraceSQLQuery unmarshal took: ", zap.Duration("duration", end.Sub(start)))
+
+	for i, item := range searchSpanResponses {
+		spanEvents := item.GetValues()
+		searchSpansResult[0].Events[i] = spanEvents
+	}
+
+	searchSpansResult[0].StartTimestampMillis = startTime - (durationNano / 1000000)
+	searchSpansResult[0].EndTimestampMillis = endTime + (durationNano / 1000000)
+
+	return &searchSpansResult, nil
+}
+
 func (r *ClickHouseReader) SearchTraces(ctx context.Context, params *model.SearchTracesParams,
 	smartTraceAlgorithm func(payload []model.SearchSpanResponseItem, targetSpanId string,
 		levelUp int, levelDown int, spanLimit int) ([]model.SearchSpansResult, error)) (*[]model.SearchSpansResult, error) {
 
+	if r.useTraceNewSchema {
+		return r.SearchTracesV2(ctx, params)
+	}
+
 	var countSpans uint64
 	countQuery := fmt.Sprintf("SELECT count() as count from %s.%s WHERE traceID=$1", r.TraceDB, r.SpansTable)
 	err := r.db.QueryRow(ctx, countQuery, params.TraceID).Scan(&countSpans)
@@ -1746,6 +1871,7 @@ func (r *ClickHouseReader) SearchTraces(ctx context.Context, params *model.Searc
 
 	err = r.featureFlags.CheckFeature(model.SmartTraceDetail)
 	smartAlgoEnabled := err == nil
+	// TODO(nitya): this will never run remove it
 	if len(searchScanResponses) > params.SpansRenderLimit && smartAlgoEnabled {
 		start = time.Now()
 		searchSpansResult, err = smartTraceAlgorithm(searchSpanResponses, params.SpanID, params.LevelUp, params.LevelDown, params.SpansRenderLimit)

pkg/query-service/app/http_handler.go

@@ -39,6 +39,7 @@ import (
 	querierV2 "go.signoz.io/signoz/pkg/query-service/app/querier/v2"
 	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
 	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	tracesV4 "go.signoz.io/signoz/pkg/query-service/app/traces/v4"
 	"go.signoz.io/signoz/pkg/query-service/auth"
 	"go.signoz.io/signoz/pkg/query-service/cache"
 	"go.signoz.io/signoz/pkg/query-service/common"
@@ -111,6 +112,7 @@ type APIHandler struct {
 	Upgrader *websocket.Upgrader
 
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 
 	hostsRepo     *inframetrics.HostsRepo
 	processesRepo *inframetrics.ProcessesRepo
@@ -152,6 +154,8 @@ type APIHandlerOpts struct {
 
 	// Use Logs New schema
 	UseLogsNewSchema bool
+
+	UseTraceNewSchema bool
 }
 
 // NewAPIHandler returns an APIHandler
@@ -169,6 +173,7 @@ func NewAPIHandler(opts APIHandlerOpts) (*APIHandler, error) {
 		FluxInterval:      opts.FluxInterval,
 		FeatureLookup:     opts.FeatureFlags,
 		UseLogsNewSchema:  opts.UseLogsNewSchema,
+		UseTraceNewSchema: opts.UseTraceNewSchema,
 	}
 
 	querierOptsV2 := querierV2.QuerierOptions{
@@ -178,6 +183,7 @@ func NewAPIHandler(opts APIHandlerOpts) (*APIHandler, error) {
 		FluxInterval:      opts.FluxInterval,
 		FeatureLookup:     opts.FeatureFlags,
 		UseLogsNewSchema:  opts.UseLogsNewSchema,
+		UseTraceNewSchema: opts.UseTraceNewSchema,
 	}
 
 	querier := querier.NewQuerier(querierOpts)
@@ -203,6 +209,7 @@ func NewAPIHandler(opts APIHandlerOpts) (*APIHandler, error) {
 		querier:                       querier,
 		querierV2:                     querierv2,
 		UseLogsNewSchema:              opts.UseLogsNewSchema,
+		UseTraceNewSchema:             opts.UseTraceNewSchema,
 		hostsRepo:                     hostsRepo,
 		processesRepo:                 processesRepo,
 	}
@@ -212,9 +219,14 @@ func NewAPIHandler(opts APIHandlerOpts) (*APIHandler, error) {
 		logsQueryBuilder = logsv4.PrepareLogsQuery
 	}
 
+	tracesQueryBuilder := tracesV3.PrepareTracesQuery
+	if opts.UseTraceNewSchema {
+		tracesQueryBuilder = tracesV4.PrepareTracesQuery
+	}
+
 	builderOpts := queryBuilder.QueryBuilderOptions{
 		BuildMetricQuery: metricsv3.PrepareMetricQuery,
-		BuildTraceQuery:  tracesV3.PrepareTracesQuery,
+		BuildTraceQuery:  tracesQueryBuilder,
 		BuildLogQuery:    logsQueryBuilder,
 	}
 	aH.queryBuilder = queryBuilder.NewQueryBuilder(builderOpts, aH.featureFlags)
@@ -4360,9 +4372,14 @@ func (aH *APIHandler) queryRangeV3(ctx context.Context, queryRangeParams *v3.Que
 			RespondError(w, apiErrObj, errQuriesByName)
 			return
 		}
+		if aH.UseTraceNewSchema {
+			tracesV4.Enrich(queryRangeParams, spanKeys)
+		} else {
 			tracesV3.Enrich(queryRangeParams, spanKeys)
 		}
 
+	}
+
 	// WARN: Only works for AND operator in traces query
 	if queryRangeParams.CompositeQuery.QueryType == v3.QueryTypeBuilder {
 		// check if traceID is used as filter (with equal/similar operator) in traces query if yes add timestamp filter to queryRange params

pkg/query-service/app/querier/helper.go

@@ -10,6 +10,7 @@ import (
 	logsV4 "go.signoz.io/signoz/pkg/query-service/app/logs/v4"
 	metricsV3 "go.signoz.io/signoz/pkg/query-service/app/metrics/v3"
 	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	tracesV4 "go.signoz.io/signoz/pkg/query-service/app/traces/v4"
 	"go.signoz.io/signoz/pkg/query-service/common"
 	"go.signoz.io/signoz/pkg/query-service/constants"
 	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
@@ -158,11 +159,16 @@ func (q *querier) runBuilderQuery(
 
 	if builderQuery.DataSource == v3.DataSourceTraces {
 
+		tracesQueryBuilder := tracesV3.PrepareTracesQuery
+		if q.UseTraceNewSchema {
+			tracesQueryBuilder = tracesV4.PrepareTracesQuery
+		}
+
 		var query string
 		var err error
 		// for ts query with group by and limit form two queries
 		if params.CompositeQuery.PanelType == v3.PanelTypeGraph && builderQuery.Limit > 0 && len(builderQuery.GroupBy) > 0 {
-			limitQuery, err := tracesV3.PrepareTracesQuery(
+			limitQuery, err := tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,
@@ -173,7 +179,7 @@ func (q *querier) runBuilderQuery(
 				ch <- channelResult{Err: err, Name: queryName, Query: limitQuery, Series: nil}
 				return
 			}
-			placeholderQuery, err := tracesV3.PrepareTracesQuery(
+			placeholderQuery, err := tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,
@@ -186,7 +192,7 @@ func (q *querier) runBuilderQuery(
 			}
 			query = fmt.Sprintf(placeholderQuery, limitQuery)
 		} else {
-			query, err = tracesV3.PrepareTracesQuery(
+			query, err = tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,

pkg/query-service/app/querier/querier.go

@@ -11,6 +11,8 @@ import (
 	metricsV3 "go.signoz.io/signoz/pkg/query-service/app/metrics/v3"
 	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
 	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	tracesV4 "go.signoz.io/signoz/pkg/query-service/app/traces/v4"
+
 	"go.signoz.io/signoz/pkg/query-service/common"
 	chErrors "go.signoz.io/signoz/pkg/query-service/errors"
 	"go.signoz.io/signoz/pkg/query-service/querycache"
@@ -53,6 +55,7 @@ type querier struct {
 	returnedErr    error
 
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 type QuerierOptions struct {
@@ -67,6 +70,7 @@ type QuerierOptions struct {
 	ReturnedSeries    []*v3.Series
 	ReturnedErr       error
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 func NewQuerier(opts QuerierOptions) interfaces.Querier {
@@ -74,6 +78,10 @@ func NewQuerier(opts QuerierOptions) interfaces.Querier {
 	if opts.UseLogsNewSchema {
 		logsQueryBuilder = logsV4.PrepareLogsQuery
 	}
+	tracesQueryBuilder := tracesV3.PrepareTracesQuery
+	if opts.UseTraceNewSchema {
+		tracesQueryBuilder = tracesV4.PrepareTracesQuery
+	}
 
 	qc := querycache.NewQueryCache(querycache.WithCache(opts.Cache), querycache.WithFluxInterval(opts.FluxInterval))
 
@@ -85,7 +93,7 @@ func NewQuerier(opts QuerierOptions) interfaces.Querier {
 		fluxInterval: opts.FluxInterval,
 
 		builder: queryBuilder.NewQueryBuilder(queryBuilder.QueryBuilderOptions{
-			BuildTraceQuery:  tracesV3.PrepareTracesQuery,
+			BuildTraceQuery:  tracesQueryBuilder,
 			BuildLogQuery:    logsQueryBuilder,
 			BuildMetricQuery: metricsV3.PrepareMetricQuery,
 		}, opts.FeatureLookup),
@@ -95,6 +103,7 @@ func NewQuerier(opts QuerierOptions) interfaces.Querier {
 		returnedSeries:    opts.ReturnedSeries,
 		returnedErr:       opts.ReturnedErr,
 		UseLogsNewSchema:  opts.UseLogsNewSchema,
+		UseTraceNewSchema: opts.UseTraceNewSchema,
 	}
 }
 

pkg/query-service/app/querier/v2/helper.go

@@ -11,6 +11,7 @@ import (
 	metricsV3 "go.signoz.io/signoz/pkg/query-service/app/metrics/v3"
 	metricsV4 "go.signoz.io/signoz/pkg/query-service/app/metrics/v4"
 	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	tracesV4 "go.signoz.io/signoz/pkg/query-service/app/traces/v4"
 	"go.signoz.io/signoz/pkg/query-service/common"
 	"go.signoz.io/signoz/pkg/query-service/constants"
 	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
@@ -158,11 +159,16 @@ func (q *querier) runBuilderQuery(
 
 	if builderQuery.DataSource == v3.DataSourceTraces {
 
+		tracesQueryBuilder := tracesV3.PrepareTracesQuery
+		if q.UseTraceNewSchema {
+			tracesQueryBuilder = tracesV4.PrepareTracesQuery
+		}
+
 		var query string
 		var err error
 		// for ts query with group by and limit form two queries
 		if params.CompositeQuery.PanelType == v3.PanelTypeGraph && builderQuery.Limit > 0 && len(builderQuery.GroupBy) > 0 {
-			limitQuery, err := tracesV3.PrepareTracesQuery(
+			limitQuery, err := tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,
@@ -173,7 +179,7 @@ func (q *querier) runBuilderQuery(
 				ch <- channelResult{Err: err, Name: queryName, Query: limitQuery, Series: nil}
 				return
 			}
-			placeholderQuery, err := tracesV3.PrepareTracesQuery(
+			placeholderQuery, err := tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,
@@ -186,7 +192,7 @@ func (q *querier) runBuilderQuery(
 			}
 			query = fmt.Sprintf(placeholderQuery, limitQuery)
 		} else {
-			query, err = tracesV3.PrepareTracesQuery(
+			query, err = tracesQueryBuilder(
 				start,
 				end,
 				params.CompositeQuery.PanelType,

pkg/query-service/app/querier/v2/querier.go

@@ -11,6 +11,7 @@ import (
 	metricsV4 "go.signoz.io/signoz/pkg/query-service/app/metrics/v4"
 	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
 	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	tracesV4 "go.signoz.io/signoz/pkg/query-service/app/traces/v4"
 	"go.signoz.io/signoz/pkg/query-service/common"
 	chErrors "go.signoz.io/signoz/pkg/query-service/errors"
 	"go.signoz.io/signoz/pkg/query-service/querycache"
@@ -52,6 +53,7 @@ type querier struct {
 	returnedSeries    []*v3.Series
 	returnedErr       error
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 type QuerierOptions struct {
@@ -66,6 +68,7 @@ type QuerierOptions struct {
 	ReturnedSeries    []*v3.Series
 	ReturnedErr       error
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 func NewQuerier(opts QuerierOptions) interfaces.Querier {
@@ -74,6 +77,11 @@ func NewQuerier(opts QuerierOptions) interfaces.Querier {
 		logsQueryBuilder = logsV4.PrepareLogsQuery
 	}
 
+	tracesQueryBuilder := tracesV3.PrepareTracesQuery
+	if opts.UseTraceNewSchema {
+		tracesQueryBuilder = tracesV4.PrepareTracesQuery
+	}
+
 	qc := querycache.NewQueryCache(querycache.WithCache(opts.Cache), querycache.WithFluxInterval(opts.FluxInterval))
 
 	return &querier{
@@ -84,7 +92,7 @@ func NewQuerier(opts QuerierOptions) interfaces.Querier {
 		fluxInterval: opts.FluxInterval,
 
 		builder: queryBuilder.NewQueryBuilder(queryBuilder.QueryBuilderOptions{
-			BuildTraceQuery:  tracesV3.PrepareTracesQuery,
+			BuildTraceQuery:  tracesQueryBuilder,
 			BuildLogQuery:    logsQueryBuilder,
 			BuildMetricQuery: metricsV4.PrepareMetricQuery,
 		}, opts.FeatureLookup),

pkg/query-service/app/server.go

@@ -67,6 +67,7 @@ type ServerOptions struct {
 	FluxInterval      string
 	Cluster           string
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 // Server runs HTTP, Mux and a grpc server
@@ -130,6 +131,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 			serverOptions.DialTimeout,
 			serverOptions.Cluster,
 			serverOptions.UseLogsNewSchema,
+			serverOptions.UseTraceNewSchema,
 		)
 		go clickhouseReader.Start(readerReady)
 		reader = clickhouseReader
@@ -157,7 +159,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 	rm, err := makeRulesManager(
 		serverOptions.PromConfigPath,
 		constants.GetAlertManagerApiPrefix(),
-		serverOptions.RuleRepoURL, localDB, reader, c, serverOptions.DisableRules, fm, serverOptions.UseLogsNewSchema)
+		serverOptions.RuleRepoURL, localDB, reader, c, serverOptions.DisableRules, fm, serverOptions.UseLogsNewSchema, serverOptions.UseTraceNewSchema)
 	if err != nil {
 		return nil, err
 	}
@@ -202,6 +204,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		Cache:                         c,
 		FluxInterval:                  fluxInterval,
 		UseLogsNewSchema:              serverOptions.UseLogsNewSchema,
+		UseTraceNewSchema:             serverOptions.UseTraceNewSchema,
 	})
 	if err != nil {
 		return nil, err
@@ -721,7 +724,8 @@ func makeRulesManager(
 	cache cache.Cache,
 	disableRules bool,
 	fm interfaces.FeatureLookup,
-	useLogsNewSchema bool) (*rules.Manager, error) {
+	useLogsNewSchema bool,
+	useTraceNewSchema bool) (*rules.Manager, error) {
 
 	// create engine
 	pqle, err := pqle.FromReader(ch)
@@ -750,6 +754,7 @@ func makeRulesManager(
 		Cache:             cache,
 		EvalDelay:         constants.GetEvalDelay(),
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	// create Manager

pkg/query-service/app/traces/v3/query_builder.go

@@ -10,7 +10,7 @@ import (
 	"go.signoz.io/signoz/pkg/query-service/utils"
 )
 
-var aggregateOperatorToPercentile = map[v3.AggregateOperator]float64{
+var AggregateOperatorToPercentile = map[v3.AggregateOperator]float64{
 	v3.AggregateOperatorP05: 0.05,
 	v3.AggregateOperatorP10: 0.10,
 	v3.AggregateOperatorP20: 0.20,
@@ -22,7 +22,7 @@ var aggregateOperatorToPercentile = map[v3.AggregateOperator]float64{
 	v3.AggregateOperatorP99: 0.99,
 }
 
-var aggregateOperatorToSQLFunc = map[v3.AggregateOperator]string{
+var AggregateOperatorToSQLFunc = map[v3.AggregateOperator]string{
 	v3.AggregateOperatorAvg:     "avg",
 	v3.AggregateOperatorMax:     "max",
 	v3.AggregateOperatorMin:     "min",
@@ -109,7 +109,7 @@ func getSelectLabels(aggregatorOperator v3.AggregateOperator, groupBy []v3.Attri
 	return selectLabels
 }
 
-func getSelectKeys(aggregatorOperator v3.AggregateOperator, groupBy []v3.AttributeKey) string {
+func GetSelectKeys(aggregatorOperator v3.AggregateOperator, groupBy []v3.AttributeKey) string {
 	var selectLabels []string
 	if aggregatorOperator == v3.AggregateOperatorNoOp {
 		return ""
@@ -173,7 +173,7 @@ func buildTracesFilterQuery(fs *v3.FilterSet) (string, error) {
 					conditions = append(conditions, fmt.Sprintf(operator, columnName, fmtVal))
 				case v3.FilterOperatorExists, v3.FilterOperatorNotExists:
 					if item.Key.IsColumn {
-						subQuery, err := existsSubQueryForFixedColumn(item.Key, item.Operator)
+						subQuery, err := ExistsSubQueryForFixedColumn(item.Key, item.Operator)
 						if err != nil {
 							return "", err
 						}
@@ -199,7 +199,7 @@ func buildTracesFilterQuery(fs *v3.FilterSet) (string, error) {
 	return queryString, nil
 }
 
-func existsSubQueryForFixedColumn(key v3.AttributeKey, op v3.FilterOperator) (string, error) {
+func ExistsSubQueryForFixedColumn(key v3.AttributeKey, op v3.FilterOperator) (string, error) {
 	if key.DataType == v3.AttributeKeyDataTypeString {
 		if op == v3.FilterOperatorExists {
 			return fmt.Sprintf("%s %s ''", key.Key, tracesOperatorMappingV3[v3.FilterOperatorNotEqual]), nil
@@ -244,7 +244,7 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 
 	selectLabels := getSelectLabels(mq.AggregateOperator, mq.GroupBy)
 
-	having := having(mq.Having)
+	having := Having(mq.Having)
 	if having != "" {
 		having = " having " + having
 	}
@@ -272,7 +272,7 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 
 	// we don't need value for first query
 	if options.GraphLimitQtype == constants.FirstQueryGraphLimit {
-		queryTmpl = "SELECT " + getSelectKeys(mq.AggregateOperator, mq.GroupBy) + " from (" + queryTmpl + ")"
+		queryTmpl = "SELECT " + GetSelectKeys(mq.AggregateOperator, mq.GroupBy) + " from (" + queryTmpl + ")"
 	}
 
 	emptyValuesInGroupByFilter, err := handleEmptyValuesInGroupBy(mq.GroupBy)
@@ -281,7 +281,7 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 	}
 	filterSubQuery += emptyValuesInGroupByFilter
 
-	groupBy := groupByAttributeKeyTags(panelType, options.GraphLimitQtype, mq.GroupBy...)
+	groupBy := GroupByAttributeKeyTags(panelType, options.GraphLimitQtype, mq.GroupBy...)
 	if groupBy != "" {
 		groupBy = " group by " + groupBy
 	}
@@ -291,7 +291,7 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 	}
 
 	if options.GraphLimitQtype == constants.SecondQueryGraphLimit {
-		filterSubQuery = filterSubQuery + " AND " + fmt.Sprintf("(%s) GLOBAL IN (", getSelectKeys(mq.AggregateOperator, mq.GroupBy)) + "%s)"
+		filterSubQuery = filterSubQuery + " AND " + fmt.Sprintf("(%s) GLOBAL IN (", GetSelectKeys(mq.AggregateOperator, mq.GroupBy)) + "%s)"
 	}
 
 	aggregationKey := ""
@@ -311,7 +311,7 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 			rate = rate / 60.0
 		}
 
-		op := fmt.Sprintf("%s(%s)/%f", aggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey, rate)
+		op := fmt.Sprintf("%s(%s)/%f", AggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey, rate)
 		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
 		return query, nil
 	case
@@ -324,17 +324,17 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 		v3.AggregateOperatorP90,
 		v3.AggregateOperatorP95,
 		v3.AggregateOperatorP99:
-		op := fmt.Sprintf("quantile(%v)(%s)", aggregateOperatorToPercentile[mq.AggregateOperator], aggregationKey)
+		op := fmt.Sprintf("quantile(%v)(%s)", AggregateOperatorToPercentile[mq.AggregateOperator], aggregationKey)
 		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
 		return query, nil
 	case v3.AggregateOperatorAvg, v3.AggregateOperatorSum, v3.AggregateOperatorMin, v3.AggregateOperatorMax:
-		op := fmt.Sprintf("%s(%s)", aggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey)
+		op := fmt.Sprintf("%s(%s)", AggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey)
 		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
 		return query, nil
 	case v3.AggregateOperatorCount:
 		if mq.AggregateAttribute.Key != "" {
 			if mq.AggregateAttribute.IsColumn {
-				subQuery, err := existsSubQueryForFixedColumn(mq.AggregateAttribute, v3.FilterOperatorExists)
+				subQuery, err := ExistsSubQueryForFixedColumn(mq.AggregateAttribute, v3.FilterOperatorExists)
 				if err == nil {
 					filterSubQuery = fmt.Sprintf("%s AND %s", filterSubQuery, subQuery)
 				}
@@ -354,9 +354,9 @@ func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, _ string, pan
 		var query string
 		if panelType == v3.PanelTypeTrace {
 			withSubQuery := fmt.Sprintf(constants.TracesExplorerViewSQLSelectWithSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_LOCAL_TABLENAME, spanIndexTableTimeFilter, filterSubQuery)
-			withSubQuery = addLimitToQuery(withSubQuery, mq.Limit)
+			withSubQuery = AddLimitToQuery(withSubQuery, mq.Limit)
 			if mq.Offset != 0 {
-				withSubQuery = addOffsetToQuery(withSubQuery, mq.Offset)
+				withSubQuery = AddOffsetToQuery(withSubQuery, mq.Offset)
 			}
 			// query = withSubQuery + ") " + fmt.Sprintf(constants.TracesExplorerViewSQLSelectQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_TABLENAME, constants.SIGNOZ_SPAN_INDEX_TABLENAME)
 			query = fmt.Sprintf(constants.TracesExplorerViewSQLSelectBeforeSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_TABLENAME) + withSubQuery + ") " + fmt.Sprintf(constants.TracesExplorerViewSQLSelectAfterSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_TABLENAME, spanIndexTableTimeFilter)
@@ -403,7 +403,7 @@ func groupBy(panelType v3.PanelType, graphLimitQtype string, tags ...string) str
 	return strings.Join(tags, ",")
 }
 
-func groupByAttributeKeyTags(panelType v3.PanelType, graphLimitQtype string, tags ...v3.AttributeKey) string {
+func GroupByAttributeKeyTags(panelType v3.PanelType, graphLimitQtype string, tags ...v3.AttributeKey) string {
 	groupTags := []string{}
 	for _, tag := range tags {
 		groupTags = append(groupTags, fmt.Sprintf("`%s`", tag.Key))
@@ -456,7 +456,7 @@ func orderByAttributeKeyTags(panelType v3.PanelType, items []v3.OrderBy, tags []
 	return str
 }
 
-func having(items []v3.Having) string {
+func Having(items []v3.Having) string {
 	// aggregate something and filter on that aggregate
 	var having []string
 	for _, item := range items {
@@ -465,7 +465,7 @@ func having(items []v3.Having) string {
 	return strings.Join(having, " AND ")
 }
 
-func reduceToQuery(query string, reduceTo v3.ReduceToOperator, _ v3.AggregateOperator) (string, error) {
+func ReduceToQuery(query string, reduceTo v3.ReduceToOperator, _ v3.AggregateOperator) (string, error) {
 
 	var groupBy string
 	switch reduceTo {
@@ -485,14 +485,14 @@ func reduceToQuery(query string, reduceTo v3.ReduceToOperator, _ v3.AggregateOpe
 	return query, nil
 }
 
-func addLimitToQuery(query string, limit uint64) string {
+func AddLimitToQuery(query string, limit uint64) string {
 	if limit == 0 {
 		limit = 100
 	}
 	return fmt.Sprintf("%s LIMIT %d", query, limit)
 }
 
-func addOffsetToQuery(query string, offset uint64) string {
+func AddOffsetToQuery(query string, offset uint64) string {
 	return fmt.Sprintf("%s OFFSET %d", query, offset)
 }
 
@@ -509,7 +509,7 @@ func PrepareTracesQuery(start, end int64, panelType v3.PanelType, mq *v3.Builder
 		if err != nil {
 			return "", err
 		}
-		query = addLimitToQuery(query, mq.Limit)
+		query = AddLimitToQuery(query, mq.Limit)
 
 		return query, nil
 	} else if options.GraphLimitQtype == constants.SecondQueryGraphLimit {
@@ -525,13 +525,13 @@ func PrepareTracesQuery(start, end int64, panelType v3.PanelType, mq *v3.Builder
 		return "", err
 	}
 	if panelType == v3.PanelTypeValue {
-		query, err = reduceToQuery(query, mq.ReduceTo, mq.AggregateOperator)
+		query, err = ReduceToQuery(query, mq.ReduceTo, mq.AggregateOperator)
 	}
 	if panelType == v3.PanelTypeList || panelType == v3.PanelTypeTable {
-		query = addLimitToQuery(query, mq.Limit)
+		query = AddLimitToQuery(query, mq.Limit)
 
 		if mq.Offset != 0 {
-			query = addOffsetToQuery(query, mq.Offset)
+			query = AddOffsetToQuery(query, mq.Offset)
 		}
 	}
 	return query, err

pkg/query-service/app/traces/v4/enrich.go

@@ -0,0 +1,84 @@
+package v4
+
+import v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+
+func enrichKeyWithMetadata(key v3.AttributeKey, keys map[string]v3.AttributeKey) v3.AttributeKey {
+	// TODO(nitya) : update logic similar to logs
+	if key.Type == "" || key.DataType == "" {
+		// check if the key is present in the keys map
+		if existingKey, ok := keys[key.Key]; ok {
+			key.IsColumn = existingKey.IsColumn
+			key.Type = existingKey.Type
+			key.DataType = existingKey.DataType
+		} else { // if not present then set the default values
+			key.Type = v3.AttributeKeyTypeTag
+			key.DataType = v3.AttributeKeyDataTypeString
+			key.IsColumn = false
+			return key
+		}
+	}
+	return key
+}
+
+func Enrich(params *v3.QueryRangeParamsV3, keys map[string]v3.AttributeKey) {
+	if params.CompositeQuery.QueryType == v3.QueryTypeBuilder {
+		for _, query := range params.CompositeQuery.BuilderQueries {
+			if query.DataSource == v3.DataSourceTraces {
+				EnrichTracesQuery(query, keys)
+			}
+		}
+	}
+}
+
+func EnrichTracesQuery(query *v3.BuilderQuery, keys map[string]v3.AttributeKey) {
+	// enrich aggregate attribute
+	query.AggregateAttribute = enrichKeyWithMetadata(query.AggregateAttribute, keys)
+	// enrich filter items
+	if query.Filters != nil && len(query.Filters.Items) > 0 {
+		for idx, filter := range query.Filters.Items {
+			query.Filters.Items[idx].Key = enrichKeyWithMetadata(filter.Key, keys)
+			// if the serviceName column is used, use the corresponding resource attribute as well during filtering
+			if filter.Key.Key == "serviceName" && filter.Key.IsColumn {
+				query.Filters.Items = append(query.Filters.Items, v3.FilterItem{
+					Key: v3.AttributeKey{
+						Key:      "service.name",
+						DataType: v3.AttributeKeyDataTypeString,
+						Type:     v3.AttributeKeyTypeResource,
+						IsColumn: false,
+					},
+					Operator: filter.Operator,
+					Value:    filter.Value,
+				})
+			}
+
+		}
+	}
+	// enrich group by
+	for idx, groupBy := range query.GroupBy {
+		query.GroupBy[idx] = enrichKeyWithMetadata(groupBy, keys)
+	}
+	// enrich order by
+	query.OrderBy = enrichOrderBy(query.OrderBy, keys)
+	// enrich select columns
+	for idx, selectColumn := range query.SelectColumns {
+		query.SelectColumns[idx] = enrichKeyWithMetadata(selectColumn, keys)
+	}
+}
+
+func enrichOrderBy(items []v3.OrderBy, keys map[string]v3.AttributeKey) []v3.OrderBy {
+	enrichedItems := []v3.OrderBy{}
+	for i := 0; i < len(items); i++ {
+		attributeKey := enrichKeyWithMetadata(v3.AttributeKey{
+			Key: items[i].ColumnName,
+		}, keys)
+		enrichedItems = append(enrichedItems, v3.OrderBy{
+			ColumnName: items[i].ColumnName,
+			Order:      items[i].Order,
+			Key:        attributeKey.Key,
+			DataType:   attributeKey.DataType,
+			Type:       attributeKey.Type,
+			IsColumn:   attributeKey.IsColumn,
+		})
+	}
+	return enrichedItems
+}

pkg/query-service/app/traces/v4/enrich_test.go

@@ -0,0 +1,57 @@
+package v4
+
+import (
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+)
+
+var testColumnName = []struct {
+	Name           string
+	AttributeKey   v3.AttributeKey
+	ExpectedColumn string
+}{
+	{
+		Name:           "resource",
+		AttributeKey:   v3.AttributeKey{Key: "collector_id", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeResource, IsColumn: false},
+		ExpectedColumn: "resourceTagsMap['collector_id']",
+	},
+	{
+		Name:           "stringAttribute",
+		AttributeKey:   v3.AttributeKey{Key: "customer_id", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: false},
+		ExpectedColumn: "stringTagMap['customer_id']",
+	},
+	{
+		Name:           "boolAttribute",
+		AttributeKey:   v3.AttributeKey{Key: "has_error", DataType: v3.AttributeKeyDataTypeBool, Type: v3.AttributeKeyTypeTag, IsColumn: false},
+		ExpectedColumn: "boolTagMap['has_error']",
+	},
+	{
+		Name:           "float64Attribute",
+		AttributeKey:   v3.AttributeKey{Key: "count", DataType: v3.AttributeKeyDataTypeFloat64, Type: v3.AttributeKeyTypeTag, IsColumn: false},
+		ExpectedColumn: "numberTagMap['count']",
+	},
+	{
+		Name:           "int64Attribute",
+		AttributeKey:   v3.AttributeKey{Key: "count", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag, IsColumn: false},
+		ExpectedColumn: "numberTagMap['count']",
+	},
+	{
+		Name:           "column",
+		AttributeKey:   v3.AttributeKey{Key: "name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true},
+		ExpectedColumn: "name",
+	},
+	{
+		Name:           "missing key",
+		AttributeKey:   v3.AttributeKey{Key: "xyz"},
+		ExpectedColumn: "stringTagMap['xyz']",
+	},
+}
+
+// func TestColumnName(t *testing.T) {
+// 	for _, tt := range testColumnName {
+// 		tt.AttributeKey = enrichKeyWithMetadata(tt.AttributeKey, map[string]v3.AttributeKey{})
+// 		Convey("testColumnName", t, func() {
+// 			Column := getColumnName(tt.AttributeKey)
+// 			So(Column, ShouldEqual, tt.ExpectedColumn)
+// 		})
+// 	}
+// }

pkg/query-service/app/traces/v4/query_builder.go

@@ -0,0 +1,417 @@
+package v4
+
+import (
+	"fmt"
+	"strings"
+
+	"go.signoz.io/signoz/pkg/query-service/app/resource"
+	tracesV3 "go.signoz.io/signoz/pkg/query-service/app/traces/v3"
+	"go.signoz.io/signoz/pkg/query-service/constants"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+	"go.signoz.io/signoz/pkg/query-service/utils"
+)
+
+type Options struct {
+	GraphLimitQtype string
+	PreferRPM       bool
+}
+
+var tracesOperatorMappingV3 = map[v3.FilterOperator]string{
+	v3.FilterOperatorIn:              "IN",
+	v3.FilterOperatorNotIn:           "NOT IN",
+	v3.FilterOperatorEqual:           "=",
+	v3.FilterOperatorNotEqual:        "!=",
+	v3.FilterOperatorLessThan:        "<",
+	v3.FilterOperatorLessThanOrEq:    "<=",
+	v3.FilterOperatorGreaterThan:     ">",
+	v3.FilterOperatorGreaterThanOrEq: ">=",
+	v3.FilterOperatorLike:            "ILIKE",
+	v3.FilterOperatorNotLike:         "NOT ILIKE",
+	v3.FilterOperatorRegex:           "match(%s, %s)",
+	v3.FilterOperatorNotRegex:        "NOT match(%s, %s)",
+	v3.FilterOperatorContains:        "ILIKE",
+	v3.FilterOperatorNotContains:     "NOT ILIKE",
+	v3.FilterOperatorExists:          "mapContains(%s, '%s')",
+	v3.FilterOperatorNotExists:       "NOT has(%s%s, '%s')",
+}
+
+func getClickHouseTracesColumnType(columnType v3.AttributeKeyType) string {
+	if columnType == v3.AttributeKeyTypeResource {
+		return "resources"
+	}
+	return "attributes"
+}
+
+func getClickHouseTracesColumnDataType(columnDataType v3.AttributeKeyDataType) string {
+	if columnDataType == v3.AttributeKeyDataTypeFloat64 || columnDataType == v3.AttributeKeyDataTypeInt64 {
+		return "number"
+	}
+	if columnDataType == v3.AttributeKeyDataTypeBool {
+		return "bool"
+	}
+	return "string"
+}
+
+func getColumnName(key v3.AttributeKey) string {
+	// TODO (nitya):
+	// consider routing things like serviceName col to service.name resource attribute for filtering
+	// consider using static details for some columns
+	if key.IsColumn {
+		return "`" + key.Key + "`"
+	}
+	keyType := getClickHouseTracesColumnType(key.Type)
+	keyDType := getClickHouseTracesColumnDataType(key.DataType)
+	return fmt.Sprintf("%s_%s['%s']", keyType, keyDType, key.Key)
+}
+
+// getSelectLabels returns the select labels for the query based on groupBy and aggregateOperator
+func getSelectLabels(groupBy []v3.AttributeKey) string {
+	var labels []string
+	for _, tag := range groupBy {
+		name := getColumnName(tag)
+		labels = append(labels, fmt.Sprintf(" %s as `%s`", name, tag.Key))
+	}
+	return strings.Join(labels, ",")
+}
+
+func buildTracesFilterQuery(fs *v3.FilterSet) (string, error) {
+	var conditions []string
+
+	if fs != nil && len(fs.Items) != 0 {
+		for _, item := range fs.Items {
+
+			// skip if it's a resource attribute
+			if item.Key.Type == v3.AttributeKeyTypeResource {
+				continue
+			}
+
+			val := item.Value
+			// generate the key
+			columnName := getColumnName(item.Key)
+			var fmtVal string
+			item.Operator = v3.FilterOperator(strings.ToLower(strings.TrimSpace(string(item.Operator))))
+			if item.Operator != v3.FilterOperatorExists && item.Operator != v3.FilterOperatorNotExists {
+				var err error
+				val, err = utils.ValidateAndCastValue(val, item.Key.DataType)
+				if err != nil {
+					return "", fmt.Errorf("invalid value for key %s: %v", item.Key.Key, err)
+				}
+			}
+			if val != nil {
+				fmtVal = utils.ClickHouseFormattedValue(val)
+			}
+			if operator, ok := tracesOperatorMappingV3[item.Operator]; ok {
+				switch item.Operator {
+				case v3.FilterOperatorContains, v3.FilterOperatorNotContains:
+					val = utils.QuoteEscapedString(fmt.Sprintf("%v", item.Value))
+					conditions = append(conditions, fmt.Sprintf("%s %s '%%%s%%'", columnName, operator, val))
+				case v3.FilterOperatorRegex, v3.FilterOperatorNotRegex:
+					conditions = append(conditions, fmt.Sprintf(operator, columnName, fmtVal))
+				case v3.FilterOperatorExists, v3.FilterOperatorNotExists:
+					if item.Key.IsColumn {
+						subQuery, err := tracesV3.ExistsSubQueryForFixedColumn(item.Key, item.Operator)
+						if err != nil {
+							return "", err
+						}
+						conditions = append(conditions, subQuery)
+					} else {
+						cType := getClickHouseTracesColumnType(item.Key.Type)
+						cDataType := getClickHouseTracesColumnDataType(item.Key.DataType)
+						col := fmt.Sprintf("%s_%s", cType, cDataType)
+						conditions = append(conditions, fmt.Sprintf(operator, col, item.Key.Key))
+					}
+
+				default:
+					conditions = append(conditions, fmt.Sprintf("%s %s %s", columnName, operator, fmtVal))
+				}
+			} else {
+				return "", fmt.Errorf("unsupported operator %s", item.Operator)
+			}
+		}
+	}
+	queryString := strings.Join(conditions, " AND ")
+
+	return queryString, nil
+}
+
+func handleEmptyValuesInGroupBy(groupBy []v3.AttributeKey) (string, error) {
+	filterItems := []v3.FilterItem{}
+	if len(groupBy) != 0 {
+		for _, item := range groupBy {
+			if !item.IsColumn {
+				filterItems = append(filterItems, v3.FilterItem{
+					Key:      item,
+					Operator: v3.FilterOperatorExists,
+				})
+			}
+		}
+	}
+	if len(filterItems) != 0 {
+		filterSet := v3.FilterSet{
+			Operator: "AND",
+			Items:    filterItems,
+		}
+		return buildTracesFilterQuery(&filterSet)
+	}
+	return "", nil
+}
+
+const NANOSECOND = 1000000000
+
+// orderBy returns a string of comma separated tags for order by clause
+// if there are remaining items which are not present in tags they are also added
+// if the order is not specified, it defaults to ASC
+func orderBy(panelType v3.PanelType, items []v3.OrderBy, tagLookup map[string]struct{}) []string {
+	var orderBy []string
+
+	for _, item := range items {
+		if item.ColumnName == constants.SigNozOrderByValue {
+			orderBy = append(orderBy, fmt.Sprintf("value %s", item.Order))
+		} else if _, ok := tagLookup[item.ColumnName]; ok {
+			orderBy = append(orderBy, fmt.Sprintf("`%s` %s", item.ColumnName, item.Order))
+		} else if panelType == v3.PanelTypeList {
+			attr := v3.AttributeKey{Key: item.ColumnName, DataType: item.DataType, Type: item.Type, IsColumn: item.IsColumn}
+			name := getColumnName(attr)
+			if item.IsColumn {
+				orderBy = append(orderBy, fmt.Sprintf("%s %s", name, item.Order))
+			} else {
+				orderBy = append(orderBy, fmt.Sprintf("%s %s", name, item.Order))
+			}
+		}
+	}
+
+	return orderBy
+}
+
+func orderByAttributeKeyTags(panelType v3.PanelType, items []v3.OrderBy, tags []v3.AttributeKey) string {
+	tagLookup := map[string]struct{}{}
+	for _, v := range tags {
+		tagLookup[v.Key] = struct{}{}
+	}
+
+	orderByArray := orderBy(panelType, items, tagLookup)
+
+	// TODO: check this with logs
+	if len(orderByArray) == 0 {
+		if panelType == v3.PanelTypeList {
+			orderByArray = append(orderByArray, constants.TIMESTAMP+" DESC")
+		} else if panelType == v3.PanelTypeGraph {
+			orderByArray = append(orderByArray, "value DESC")
+		}
+	}
+
+	str := strings.Join(orderByArray, ",")
+	return str
+}
+
+func buildTracesQuery(start, end, step int64, mq *v3.BuilderQuery, panelType v3.PanelType, options v3.QBOptions) (string, error) {
+	tracesStart := utils.GetEpochNanoSecs(start)
+	tracesEnd := utils.GetEpochNanoSecs(end)
+
+	// -1800 this is added so that the bucket start considers all the fingerprints.
+	bucketStart := tracesStart/NANOSECOND - 1800
+	bucketEnd := tracesEnd / NANOSECOND
+
+	timeFilter := fmt.Sprintf("(timestamp >= '%d' AND timestamp <= '%d') AND (ts_bucket_start >= %d AND ts_bucket_start <= %d)", tracesStart, tracesEnd, bucketStart, bucketEnd)
+
+	filterSubQuery, err := buildTracesFilterQuery(mq.Filters)
+	if err != nil {
+		return "", err
+	}
+
+	if filterSubQuery != "" {
+		filterSubQuery = " AND " + filterSubQuery
+	}
+
+	resourceSubQuery, err := resource.BuildResourceSubQuery("signoz_traces", "distributed_traces_v3_resource", bucketStart, bucketEnd, mq.Filters, mq.GroupBy, mq.AggregateAttribute, false)
+	if err != nil {
+		return "", err
+	}
+	// join both the filter clauses
+	if resourceSubQuery != "" {
+		filterSubQuery = filterSubQuery + " AND (resource_fingerprint GLOBAL IN " + resourceSubQuery + ")"
+	}
+
+	// timerange will be sent in epoch millisecond
+
+	selectLabels := getSelectLabels(mq.GroupBy)
+
+	orderBy := orderByAttributeKeyTags(panelType, mq.OrderBy, mq.GroupBy)
+	if orderBy != "" {
+		orderBy = " order by " + orderBy
+	}
+
+	if mq.AggregateOperator == v3.AggregateOperatorNoOp {
+		var query string
+		if panelType == v3.PanelTypeTrace {
+			withSubQuery := fmt.Sprintf(constants.TracesExplorerViewSQLSelectWithSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_V3_LOCAL_TABLENAME, timeFilter, filterSubQuery)
+			withSubQuery = tracesV3.AddLimitToQuery(withSubQuery, mq.Limit)
+			if mq.Offset != 0 {
+				withSubQuery = tracesV3.AddOffsetToQuery(withSubQuery, mq.Offset)
+			}
+			query = fmt.Sprintf(constants.TracesExplorerViewSQLSelectBeforeSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_V3) + withSubQuery + ") " + fmt.Sprintf(constants.TracesExplorerViewSQLSelectAfterSubQuery, constants.SIGNOZ_TRACE_DBNAME, constants.SIGNOZ_SPAN_INDEX_V3, timeFilter)
+		} else if panelType == v3.PanelTypeList {
+			if len(mq.SelectColumns) == 0 {
+				return "", fmt.Errorf("select columns cannot be empty for panelType %s", panelType)
+			}
+			selectLabels = getSelectLabels(mq.SelectColumns)
+			queryNoOpTmpl := fmt.Sprintf("SELECT timestamp as timestamp_datetime, spanID, traceID,%s ", selectLabels) + "from " + constants.SIGNOZ_TRACE_DBNAME + "." + constants.SIGNOZ_SPAN_INDEX_V3 + " where %s %s" + "%s"
+			query = fmt.Sprintf(queryNoOpTmpl, timeFilter, filterSubQuery, orderBy)
+		} else {
+			return "", fmt.Errorf("unsupported aggregate operator %s for panelType %s", mq.AggregateOperator, panelType)
+		}
+		return query, nil
+		// ---- NOOP ends here ----
+	}
+
+	having := tracesV3.Having(mq.Having)
+	if having != "" {
+		having = " having " + having
+	}
+
+	groupBy := tracesV3.GroupByAttributeKeyTags(panelType, options.GraphLimitQtype, mq.GroupBy...)
+	if groupBy != "" {
+		groupBy = " group by " + groupBy
+	}
+
+	aggregationKey := ""
+	if mq.AggregateAttribute.Key != "" {
+		aggregationKey = getColumnName(mq.AggregateAttribute)
+	}
+
+	var queryTmpl string
+	if options.GraphLimitQtype == constants.FirstQueryGraphLimit {
+		queryTmpl = "SELECT"
+	} else if panelType == v3.PanelTypeTable {
+		queryTmpl =
+			"SELECT "
+		// step or aggregate interval is whole time period in case of table panel
+		step = (tracesEnd - tracesStart) / 1000000000
+	} else if panelType == v3.PanelTypeGraph || panelType == v3.PanelTypeValue {
+		// Select the aggregate value for interval
+		queryTmpl =
+			fmt.Sprintf("SELECT toStartOfInterval(timestamp, INTERVAL %d SECOND) AS ts,", step)
+	}
+
+	queryTmpl = queryTmpl + selectLabels +
+		" %s as value " +
+		"from " + constants.SIGNOZ_TRACE_DBNAME + "." + constants.SIGNOZ_SPAN_INDEX_V3 +
+		" where " + timeFilter + "%s" +
+		"%s%s" +
+		"%s"
+
+	// we don't need value for first query
+	if options.GraphLimitQtype == constants.FirstQueryGraphLimit {
+		queryTmpl = "SELECT " + tracesV3.GetSelectKeys(mq.AggregateOperator, mq.GroupBy) + " from (" + queryTmpl + ")"
+	}
+
+	emptyValuesInGroupByFilter, err := handleEmptyValuesInGroupBy(mq.GroupBy)
+	if err != nil {
+		return "", err
+	}
+	filterSubQuery += emptyValuesInGroupByFilter
+
+	if options.GraphLimitQtype == constants.SecondQueryGraphLimit {
+		filterSubQuery = filterSubQuery + " AND " + fmt.Sprintf("(%s) GLOBAL IN (", tracesV3.GetSelectKeys(mq.AggregateOperator, mq.GroupBy)) + "%s)"
+	}
+
+	switch mq.AggregateOperator {
+	case v3.AggregateOperatorRateSum,
+		v3.AggregateOperatorRateMax,
+		v3.AggregateOperatorRateAvg,
+		v3.AggregateOperatorRateMin,
+		v3.AggregateOperatorRate:
+
+		rate := float64(step)
+		if options.PreferRPM {
+			rate = rate / 60.0
+		}
+
+		op := fmt.Sprintf("%s(%s)/%f", tracesV3.AggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey, rate)
+		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
+		return query, nil
+	case
+		v3.AggregateOperatorP05,
+		v3.AggregateOperatorP10,
+		v3.AggregateOperatorP20,
+		v3.AggregateOperatorP25,
+		v3.AggregateOperatorP50,
+		v3.AggregateOperatorP75,
+		v3.AggregateOperatorP90,
+		v3.AggregateOperatorP95,
+		v3.AggregateOperatorP99:
+		op := fmt.Sprintf("quantile(%v)(%s)", tracesV3.AggregateOperatorToPercentile[mq.AggregateOperator], aggregationKey)
+		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
+		return query, nil
+	case v3.AggregateOperatorAvg, v3.AggregateOperatorSum, v3.AggregateOperatorMin, v3.AggregateOperatorMax:
+		op := fmt.Sprintf("%s(%s)", tracesV3.AggregateOperatorToSQLFunc[mq.AggregateOperator], aggregationKey)
+		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
+		return query, nil
+	case v3.AggregateOperatorCount:
+		if mq.AggregateAttribute.Key != "" {
+			if mq.AggregateAttribute.IsColumn {
+				subQuery, err := tracesV3.ExistsSubQueryForFixedColumn(mq.AggregateAttribute, v3.FilterOperatorExists)
+				if err == nil {
+					filterSubQuery = fmt.Sprintf("%s AND %s", filterSubQuery, subQuery)
+				}
+			} else {
+				// columnType, columnDataType := getClickhouseTracesColumnDataTypeAndType(mq.AggregateAttribute)
+				column := getColumnName(mq.AggregateAttribute)
+				filterSubQuery = fmt.Sprintf("%s AND has(%s, '%s')", filterSubQuery, column, mq.AggregateAttribute.Key)
+			}
+		}
+		op := "toFloat64(count())"
+		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
+		return query, nil
+	case v3.AggregateOperatorCountDistinct:
+		op := fmt.Sprintf("toFloat64(count(distinct(%s)))", aggregationKey)
+		query := fmt.Sprintf(queryTmpl, op, filterSubQuery, groupBy, having, orderBy)
+		return query, nil
+	// case v3.AggregateOperatorNoOp:
+
+	// return query, nil
+	default:
+		return "", fmt.Errorf("unsupported aggregate operator %s", mq.AggregateOperator)
+	}
+}
+
+// PrepareTracesQuery returns the query string for traces
+// start and end are in epoch millisecond
+// step is in seconds
+func PrepareTracesQuery(start, end int64, panelType v3.PanelType, mq *v3.BuilderQuery, options v3.QBOptions) (string, error) {
+	// adjust the start and end time to the step interval
+	start = start - (start % (mq.StepInterval * 1000))
+	end = end - (end % (mq.StepInterval * 1000))
+	if options.GraphLimitQtype == constants.FirstQueryGraphLimit {
+		// give me just the group by names
+		query, err := buildTracesQuery(start, end, mq.StepInterval, mq, panelType, options)
+		if err != nil {
+			return "", err
+		}
+		query = tracesV3.AddLimitToQuery(query, mq.Limit)
+
+		return query, nil
+	} else if options.GraphLimitQtype == constants.SecondQueryGraphLimit {
+		query, err := buildTracesQuery(start, end, mq.StepInterval, mq, panelType, options)
+		if err != nil {
+			return "", err
+		}
+		return query, nil
+	}
+
+	query, err := buildTracesQuery(start, end, mq.StepInterval, mq, panelType, options)
+	if err != nil {
+		return "", err
+	}
+	if panelType == v3.PanelTypeValue {
+		query, err = tracesV3.ReduceToQuery(query, mq.ReduceTo, mq.AggregateOperator)
+	}
+	if panelType == v3.PanelTypeList || panelType == v3.PanelTypeTable {
+		query = tracesV3.AddLimitToQuery(query, mq.Limit)
+
+		if mq.Offset != 0 {
+			query = tracesV3.AddOffsetToQuery(query, mq.Offset)
+		}
+	}
+	return query, err
+}

pkg/query-service/app/traces/v4/query_builder_test.go

@@ -0,0 +1,539 @@
+package v4
+
+import (
+	"testing"
+
+	"go.signoz.io/signoz/pkg/query-service/constants"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+)
+
+func Test_getClickHouseTracesColumnType(t *testing.T) {
+	type args struct {
+		columnType v3.AttributeKeyType
+	}
+	tests := []struct {
+		name string
+		args args
+		want string
+	}{
+		{
+			name: "tag",
+			args: args{
+				columnType: v3.AttributeKeyTypeTag,
+			},
+			want: "attributes",
+		},
+		{
+			name: "resource",
+			args: args{
+				columnType: v3.AttributeKeyTypeResource,
+			},
+			want: "resources",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getClickHouseTracesColumnType(tt.args.columnType); got != tt.want {
+				t.Errorf("GetClickhouseTracesColumnType() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_getClickHouseTracesColumnDataType(t *testing.T) {
+	type args struct {
+		columnDataType v3.AttributeKeyDataType
+	}
+	tests := []struct {
+		name string
+		args args
+		want string
+	}{
+		{
+			name: "string",
+			args: args{
+				columnDataType: v3.AttributeKeyDataTypeString,
+			},
+			want: "string",
+		},
+		{
+			name: "float64",
+			args: args{
+				columnDataType: v3.AttributeKeyDataTypeFloat64,
+			},
+			want: "number",
+		},
+		{
+			name: "int64",
+			args: args{
+				columnDataType: v3.AttributeKeyDataTypeInt64,
+			},
+			want: "number",
+		},
+		{
+			name: "bool",
+			args: args{
+				columnDataType: v3.AttributeKeyDataTypeBool,
+			},
+			want: "bool",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getClickHouseTracesColumnDataType(tt.args.columnDataType); got != tt.want {
+				t.Errorf("getClickhouseTracesColumnDataType() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_getColumnName(t *testing.T) {
+	type args struct {
+		key v3.AttributeKey
+	}
+	tests := []struct {
+		name string
+		args args
+		want string
+	}{
+		{
+			name: "tag",
+			args: args{
+				key: v3.AttributeKey{Key: "data", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+			},
+			want: "attributes_string['data']",
+		},
+		{
+			name: "column",
+			args: args{
+				key: v3.AttributeKey{Key: "data", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true},
+			},
+			want: "`data`",
+		},
+		{
+			name: "missing meta",
+			args: args{
+				key: v3.AttributeKey{Key: "xyz"},
+			},
+			want: "attributes_string['xyz']",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getColumnName(tt.args.key); got != tt.want {
+				t.Errorf("getColumnName() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_getSelectLabels(t *testing.T) {
+	type args struct {
+		groupBy []v3.AttributeKey
+	}
+	tests := []struct {
+		name string
+		args args
+		want string
+	}{
+		{
+			name: "count",
+			args: args{
+				groupBy: []v3.AttributeKey{{Key: "user_name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+			},
+			want: " attributes_string['user_name'] as `user_name`",
+		},
+		{
+			name: "multiple group by",
+			args: args{
+				groupBy: []v3.AttributeKey{
+					{Key: "user_name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+					{Key: "service_name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeResource, IsColumn: true},
+				},
+			},
+			want: " attributes_string['user_name'] as `user_name`, `service_name` as `service_name`",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := getSelectLabels(tt.args.groupBy); got != tt.want {
+				t.Errorf("getSelectLabels() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_buildTracesFilterQuery(t *testing.T) {
+	type args struct {
+		fs *v3.FilterSet
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    string
+		wantErr bool
+	}{
+		{
+			name: "Test buildTracesFilterQuery in, nin",
+			args: args{
+				fs: &v3.FilterSet{Operator: "AND", Items: []v3.FilterItem{
+					{Key: v3.AttributeKey{Key: "method", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: []interface{}{"GET", "POST"}, Operator: v3.FilterOperatorIn},
+					{Key: v3.AttributeKey{Key: "method", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: []interface{}{"PUT"}, Operator: v3.FilterOperatorNotIn},
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeResource}, Value: []interface{}{"server"}, Operator: v3.FilterOperatorNotIn},
+				}},
+			},
+			want:    "attributes_string['method'] IN ['GET','POST'] AND attributes_string['method'] NOT IN ['PUT']",
+			wantErr: false,
+		},
+		{
+			name: "Test buildTracesFilterQuery not eq, neq, gt, lt, gte, lte",
+			args: args{
+				fs: &v3.FilterSet{Operator: "AND", Items: []v3.FilterItem{
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 102, Operator: v3.FilterOperatorEqual},
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 100, Operator: v3.FilterOperatorNotEqual},
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 10, Operator: v3.FilterOperatorGreaterThan},
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 200, Operator: v3.FilterOperatorLessThan},
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 10, Operator: v3.FilterOperatorGreaterThanOrEq},
+					{Key: v3.AttributeKey{Key: "duration", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeTag}, Value: 200, Operator: v3.FilterOperatorLessThanOrEq},
+				}},
+			},
+			want: "attributes_number['duration'] = 102 AND attributes_number['duration'] != 100 AND attributes_number['duration'] > 10 AND attributes_number['duration'] < 200" +
+				" AND attributes_number['duration'] >= 10 AND attributes_number['duration'] <= 200",
+			wantErr: false,
+		},
+		{
+			name: "Test contains, ncontains, like, nlike, regex, nregex",
+			args: args{
+				fs: &v3.FilterSet{Operator: "AND", Items: []v3.FilterItem{
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: "102.", Operator: v3.FilterOperatorContains},
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: "103", Operator: v3.FilterOperatorNotContains},
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: "102.", Operator: v3.FilterOperatorLike},
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: "102", Operator: v3.FilterOperatorNotLike},
+					{Key: v3.AttributeKey{Key: "path", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}, Value: "/mypath", Operator: v3.FilterOperatorRegex},
+					{Key: v3.AttributeKey{Key: "path", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}, Value: "/health.*", Operator: v3.FilterOperatorNotRegex},
+				}},
+			},
+			want: "attributes_string['host'] ILIKE '%102.%' AND attributes_string['host'] NOT ILIKE '%103%' AND attributes_string['host'] ILIKE '102.' AND attributes_string['host'] NOT ILIKE '102' AND " +
+				"match(`path`, '/mypath') AND NOT match(`path`, '/health.*')",
+		},
+		{
+			name: "Test exists, nexists",
+			args: args{
+				fs: &v3.FilterSet{Operator: "AND", Items: []v3.FilterItem{
+					{Key: v3.AttributeKey{Key: "host", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Operator: v3.FilterOperatorExists},
+					{Key: v3.AttributeKey{Key: "path", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}, Operator: v3.FilterOperatorNotExists},
+				}},
+			},
+			want: "mapContains(attributes_string, 'host') AND path = ''",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := buildTracesFilterQuery(tt.args.fs)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("buildTracesFilterQuery() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if got != tt.want {
+				t.Errorf("buildTracesFilterQuery() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+var handleEmptyValuesInGroupByData = []struct {
+	Name           string
+	GroupBy        []v3.AttributeKey
+	ExpectedFilter string
+}{
+	{
+		Name:           "String type key",
+		GroupBy:        []v3.AttributeKey{{Key: "bytes", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+		ExpectedFilter: " AND has(stringTagMap, 'bytes')",
+	},
+	{
+		Name:           "fixed column type key",
+		GroupBy:        []v3.AttributeKey{{Key: "bytes", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}},
+		ExpectedFilter: "",
+	},
+	{
+		Name: "String, float64 and fixed column type key",
+		GroupBy: []v3.AttributeKey{
+			{Key: "bytes", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+			{Key: "count", DataType: v3.AttributeKeyDataTypeFloat64, Type: v3.AttributeKeyTypeTag},
+			{Key: "name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true},
+		},
+		ExpectedFilter: " AND has(stringTagMap, 'bytes') AND has(numberTagMap, 'count')",
+	},
+}
+
+func Test_handleEmptyValuesInGroupBy(t *testing.T) {
+	type args struct {
+		groupBy []v3.AttributeKey
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    string
+		wantErr bool
+	}{
+		{
+			name: "Test handleEmptyValuesInGroupBy",
+			args: args{
+				groupBy: []v3.AttributeKey{{Key: "bytes", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+			},
+			want:    "mapContains(attributes_string, 'bytes')",
+			wantErr: false,
+		},
+		{
+			name: "Test handleEmptyValuesInGroupBy",
+			args: args{
+				groupBy: []v3.AttributeKey{{Key: "bytes", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}},
+			},
+			want:    "",
+			wantErr: false,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := handleEmptyValuesInGroupBy(tt.args.groupBy)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("handleEmptyValuesInGroupBy() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if got != tt.want {
+				t.Errorf("handleEmptyValuesInGroupBy() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_buildTracesQuery(t *testing.T) {
+	type args struct {
+		start     int64
+		end       int64
+		step      int64
+		mq        *v3.BuilderQuery
+		panelType v3.PanelType
+		options   v3.QBOptions
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    string
+		wantErr bool
+	}{
+		{
+			name: "Test buildTracesQuery",
+			args: args{
+				panelType: v3.PanelTypeTable,
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				step:      1000,
+				mq: &v3.BuilderQuery{
+					AggregateOperator: v3.AggregateOperatorCount,
+					Filters: &v3.FilterSet{
+						Items: []v3.FilterItem{
+							{Key: v3.AttributeKey{Key: "bytes", Type: v3.AttributeKeyTypeTag, DataType: v3.AttributeKeyDataTypeInt64}, Value: 100, Operator: ">"},
+							{Key: v3.AttributeKey{Key: "service.name", Type: v3.AttributeKeyTypeResource, DataType: v3.AttributeKeyDataTypeString}, Value: "myService", Operator: "="},
+						},
+					},
+					GroupBy: []v3.AttributeKey{{Key: "host", DataType: v3.AttributeKeyDataTypeInt64, Type: v3.AttributeKeyTypeResource}},
+					OrderBy: []v3.OrderBy{
+						{ColumnName: "host", Order: "ASC"}},
+				},
+			},
+			want: "SELECT  resources_number['host'] as `host` toFloat64(count()) as value from signoz_traces.distributed_signoz_index_v3 where (timestamp >= '1680066360726210000' AND timestamp <= '1680066458000000000') " +
+				"AND (ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066458) AND attributes_number['bytes'] > 100 AND " +
+				"(resource_fingerprint GLOBAL IN (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (seen_at_ts_bucket_start >= 1680064560) AND " +
+				"(seen_at_ts_bucket_start <= 1680066458) AND simpleJSONExtractString(labels, 'service.name') = 'myService' AND labels like '%service.name%myService%' AND " +
+				"( (simpleJSONHas(labels, 'host') AND labels like '%host%') ))) " +
+				"group by `host` order by `host` ASC",
+		},
+		{
+			name: "test noop list view",
+			args: args{
+				panelType: v3.PanelTypeList,
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				mq: &v3.BuilderQuery{
+					AggregateOperator: v3.AggregateOperatorNoOp,
+					Filters:           &v3.FilterSet{},
+					SelectColumns:     []v3.AttributeKey{{Key: "name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag, IsColumn: true}},
+				},
+			},
+			want: "SELECT timestamp as timestamp_datetime, spanID, traceID, `name` as `name` from signoz_traces.distributed_signoz_index_v3 where (timestamp >= '1680066360726210000' AND timestamp <= '1680066458000000000') " +
+				"AND (ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066458)  order by timestamp DESC",
+		},
+		{
+			name: "test noop trace view",
+			args: args{
+				panelType: v3.PanelTypeTrace,
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				mq: &v3.BuilderQuery{
+					AggregateOperator: v3.AggregateOperatorNoOp,
+					Filters: &v3.FilterSet{
+						Items: []v3.FilterItem{
+							{Key: v3.AttributeKey{Key: "method", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}, Value: "GET", Operator: "="},
+							{Key: v3.AttributeKey{Key: "service.name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeResource}, Value: "myService", Operator: "="},
+						},
+					},
+				},
+			},
+			want: "SELECT subQuery.serviceName, subQuery.name, count() AS span_count, subQuery.durationNano, subQuery.traceID AS traceID FROM signoz_traces.distributed_signoz_index_v3 INNER JOIN " +
+				"( SELECT * FROM (SELECT traceID, durationNano, serviceName, name FROM signoz_traces.signoz_index_v3 WHERE parentSpanID = '' AND (timestamp >= '1680066360726210000' AND timestamp <= '1680066458000000000') AND " +
+				"(ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066458)  AND attributes_string['method'] = 'GET' AND (resource_fingerprint GLOBAL IN (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource " +
+				"WHERE (seen_at_ts_bucket_start >= 1680064560) AND (seen_at_ts_bucket_start <= 1680066458) AND simpleJSONExtractString(labels, 'service.name') = 'myService' AND labels like '%service.name%myService%')) " +
+				"ORDER BY durationNano DESC LIMIT 1 BY traceID  LIMIT 100) AS inner_subquery ) AS subQuery ON signoz_traces.distributed_signoz_index_v3.traceID = subQuery.traceID WHERE (timestamp >= '1680066360726210000' AND " +
+				"timestamp <= '1680066458000000000') AND (ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066458) GROUP BY subQuery.traceID, subQuery.durationNano, subQuery.name, subQuery.serviceName ORDER BY " +
+				"subQuery.durationNano desc LIMIT 1 BY subQuery.traceID;",
+		},
+		{
+			name: "Test order by value with having",
+			args: args{
+				panelType: v3.PanelTypeTable,
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				mq: &v3.BuilderQuery{
+					AggregateOperator:  v3.AggregateOperatorCountDistinct,
+					Filters:            &v3.FilterSet{},
+					AggregateAttribute: v3.AttributeKey{Key: "name", IsColumn: true, DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+					OrderBy:            []v3.OrderBy{{ColumnName: "#SIGNOZ_VALUE", Order: "ASC"}},
+					Having: []v3.Having{
+						{
+							ColumnName: "name",
+							Operator:   ">",
+							Value:      10,
+						},
+					},
+				},
+			},
+			want: "SELECT  toFloat64(count(distinct(`name`))) as value from signoz_traces.distributed_signoz_index_v3 where (timestamp >= '1680066360726210000' AND timestamp <= '1680066458000000000') AND " +
+				"(ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066458) having value > 10 order by value ASC",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := buildTracesQuery(tt.args.start, tt.args.end, tt.args.step, tt.args.mq, tt.args.panelType, tt.args.options)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("buildTracesQuery() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if got != tt.want {
+				t.Errorf("buildTracesQuery() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func Test_orderByAttributeKeyTags(t *testing.T) {
+	type args struct {
+		panelType v3.PanelType
+		items     []v3.OrderBy
+		tags      []v3.AttributeKey
+	}
+	tests := []struct {
+		name string
+		args args
+		want string
+	}{
+		{
+			name: "test",
+			args: args{
+				panelType: v3.PanelTypeTrace,
+				items:     []v3.OrderBy{{ColumnName: "name", Order: "ASC"}},
+				tags:      []v3.AttributeKey{{Key: "name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+			},
+			want: "`name` ASC",
+		},
+		{
+			name: "test",
+			args: args{
+				panelType: v3.PanelTypeList,
+				items:     []v3.OrderBy{{ColumnName: "name", Order: "DESC"}},
+				tags:      []v3.AttributeKey{{Key: "name", DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+			},
+			want: "`name` DESC",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := orderByAttributeKeyTags(tt.args.panelType, tt.args.items, tt.args.tags); got != tt.want {
+				t.Errorf("orderByAttributeKeyTags() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestPrepareTracesQuery(t *testing.T) {
+	type args struct {
+		start     int64
+		end       int64
+		panelType v3.PanelType
+		mq        *v3.BuilderQuery
+		options   v3.QBOptions
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    string
+		wantErr bool
+	}{
+		{
+			name: "test with limit - first",
+			args: args{
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				panelType: v3.PanelTypeTable,
+				mq: &v3.BuilderQuery{
+					StepInterval:       60,
+					AggregateOperator:  v3.AggregateOperatorCountDistinct,
+					Filters:            &v3.FilterSet{},
+					AggregateAttribute: v3.AttributeKey{Key: "name", IsColumn: true, DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+					GroupBy:            []v3.AttributeKey{{Key: "serviceName", IsColumn: true, DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+					Limit:              10,
+				},
+				options: v3.QBOptions{
+					GraphLimitQtype: constants.FirstQueryGraphLimit,
+				},
+			},
+			want: "SELECT `serviceName` from (SELECT `serviceName` as `serviceName` toFloat64(count(distinct(`name`))) as value from signoz_traces.distributed_signoz_index_v3 " +
+				"where (timestamp >= '1680066360726180000' AND timestamp <= '1680066457999980000') AND (ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066457) group by `serviceName`) LIMIT 10",
+		},
+		{
+			name: "test with limit - second",
+			args: args{
+				start:     1680066360726210000,
+				end:       1680066458000000000,
+				panelType: v3.PanelTypeTable,
+				mq: &v3.BuilderQuery{
+					StepInterval:       60,
+					AggregateOperator:  v3.AggregateOperatorCountDistinct,
+					Filters:            &v3.FilterSet{},
+					AggregateAttribute: v3.AttributeKey{Key: "name", IsColumn: true, DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag},
+					GroupBy:            []v3.AttributeKey{{Key: "serviceName", IsColumn: true, DataType: v3.AttributeKeyDataTypeString, Type: v3.AttributeKeyTypeTag}},
+					Limit:              10,
+				},
+				options: v3.QBOptions{
+					GraphLimitQtype: constants.SecondQueryGraphLimit,
+				},
+			},
+			want: "SELECT  `serviceName` as `serviceName` toFloat64(count(distinct(`name`))) as value from signoz_traces.distributed_signoz_index_v3 where " +
+				"(timestamp >= '1680066360726180000' AND timestamp <= '1680066457999980000') AND (ts_bucket_start >= 1680064560 AND ts_bucket_start <= 1680066457) AND (`serviceName`) GLOBAL IN (%s) group by `serviceName`",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := PrepareTracesQuery(tt.args.start, tt.args.end, tt.args.panelType, tt.args.mq, tt.args.options)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("PrepareTracesQuery() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if got != tt.want {
+				t.Errorf("PrepareTracesQuery() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}

pkg/query-service/app/traces/v4/utils.go

@@ -0,0 +1,216 @@
+package v4
+
+import (
+	"strconv"
+
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+	"go.signoz.io/signoz/pkg/query-service/utils"
+	"go.uber.org/zap"
+)
+
+var TracesListViewDefaultSelectedColumns = []v3.AttributeKey{
+	{
+		Key:      "serviceName",
+		DataType: v3.AttributeKeyDataTypeString,
+		Type:     v3.AttributeKeyTypeTag,
+		IsColumn: true,
+	},
+	{
+		Key:      "name",
+		DataType: v3.AttributeKeyDataTypeString,
+		Type:     v3.AttributeKeyTypeTag,
+		IsColumn: true,
+	},
+	{
+		Key:      "durationNano",
+		DataType: v3.AttributeKeyDataTypeArrayFloat64,
+		Type:     v3.AttributeKeyTypeTag,
+		IsColumn: true,
+	},
+	{
+		Key:      "httpMethod",
+		DataType: v3.AttributeKeyDataTypeString,
+		Type:     v3.AttributeKeyTypeTag,
+		IsColumn: true,
+	},
+	{
+		Key:      "responseStatusCode",
+		DataType: v3.AttributeKeyDataTypeString,
+		Type:     v3.AttributeKeyTypeTag,
+		IsColumn: true,
+	},
+}
+
+// check if traceId filter is used in traces query and return the list of traceIds
+func TraceIdFilterUsedWithEqual(params *v3.QueryRangeParamsV3) (bool, []string) {
+	compositeQuery := params.CompositeQuery
+	if compositeQuery == nil {
+		return false, []string{}
+	}
+	var traceIds []string
+	var traceIdFilterUsed bool
+
+	// Build queries for each builder query
+	for queryName, query := range compositeQuery.BuilderQueries {
+		if query.Expression != queryName && query.DataSource != v3.DataSourceTraces {
+			continue
+		}
+
+		// check filter attribute
+		if query.Filters != nil && len(query.Filters.Items) != 0 {
+			for _, item := range query.Filters.Items {
+
+				if item.Key.Key == "traceID" && (item.Operator == v3.FilterOperatorIn ||
+					item.Operator == v3.FilterOperatorEqual) {
+					traceIdFilterUsed = true
+					// validate value
+					var err error
+					val := item.Value
+					val, err = utils.ValidateAndCastValue(val, item.Key.DataType)
+					if err != nil {
+						zap.L().Error("invalid value for key", zap.String("key", item.Key.Key), zap.Error(err))
+						return false, []string{}
+					}
+					if val != nil {
+						fmtVal := extractFormattedStringValues(val)
+						traceIds = append(traceIds, fmtVal...)
+					}
+				}
+			}
+		}
+
+	}
+
+	zap.L().Debug("traceIds", zap.Any("traceIds", traceIds))
+	return traceIdFilterUsed, traceIds
+}
+
+func extractFormattedStringValues(v interface{}) []string {
+	// if it's pointer convert it to a value
+	v = getPointerValue(v)
+
+	switch x := v.(type) {
+	case string:
+		return []string{x}
+
+	case []interface{}:
+		if len(x) == 0 {
+			return []string{}
+		}
+		switch x[0].(type) {
+		case string:
+			values := []string{}
+			for _, val := range x {
+				values = append(values, val.(string))
+			}
+			return values
+		default:
+			return []string{}
+		}
+	default:
+		return []string{}
+	}
+}
+
+func getPointerValue(v interface{}) interface{} {
+	switch x := v.(type) {
+	case *uint8:
+		return *x
+	case *uint16:
+		return *x
+	case *uint32:
+		return *x
+	case *uint64:
+		return *x
+	case *int:
+		return *x
+	case *int8:
+		return *x
+	case *int16:
+		return *x
+	case *int32:
+		return *x
+	case *int64:
+		return *x
+	case *float32:
+		return *x
+	case *float64:
+		return *x
+	case *string:
+		return *x
+	case *bool:
+		return *x
+	case []interface{}:
+		values := []interface{}{}
+		for _, val := range x {
+			values = append(values, getPointerValue(val))
+		}
+		return values
+	default:
+		return v
+	}
+}
+
+func AddTimestampFilters(minTime int64, maxTime int64, params *v3.QueryRangeParamsV3) {
+	if minTime == 0 && maxTime == 0 {
+		return
+	}
+
+	compositeQuery := params.CompositeQuery
+	if compositeQuery == nil {
+		return
+	}
+	// Build queries for each builder query and apply timestamp filter only if TraceID is present
+	for queryName, query := range compositeQuery.BuilderQueries {
+		if query.Expression != queryName && query.DataSource != v3.DataSourceTraces {
+			continue
+		}
+
+		addTimeStampFilter := false
+
+		// check filter attribute
+		if query.Filters != nil && len(query.Filters.Items) != 0 {
+			for _, item := range query.Filters.Items {
+				if item.Key.Key == "traceID" && (item.Operator == v3.FilterOperatorIn ||
+					item.Operator == v3.FilterOperatorEqual) {
+					addTimeStampFilter = true
+				}
+			}
+		}
+
+		// add timestamp filter to query only if traceID filter along with equal/similar operator is used
+		if addTimeStampFilter {
+			timeFilters := []v3.FilterItem{
+				{
+					Key: v3.AttributeKey{
+						Key:      "timestamp",
+						Type:     v3.AttributeKeyTypeTag,
+						DataType: v3.AttributeKeyDataTypeString,
+						IsColumn: true,
+					},
+					Value:    strconv.FormatUint(uint64(minTime), 10),
+					Operator: v3.FilterOperatorGreaterThanOrEq,
+				},
+				{
+					Key: v3.AttributeKey{
+						Key:      "timestamp",
+						Type:     v3.AttributeKeyTypeTag,
+						DataType: v3.AttributeKeyDataTypeString,
+						IsColumn: true,
+					},
+					Value:    strconv.FormatUint(uint64(maxTime), 10),
+					Operator: v3.FilterOperatorLessThanOrEq,
+				},
+			}
+
+			// add new timestamp filter to query
+			if query.Filters == nil {
+				query.Filters = &v3.FilterSet{
+					Items: timeFilters,
+				}
+			} else {
+				query.Filters.Items = append(query.Filters.Items, timeFilters...)
+			}
+		}
+	}
+}

pkg/query-service/constants/constants.go

@@ -234,7 +234,9 @@ const (
 	SIGNOZ_EXP_HISTOGRAM_TABLENAME             = "distributed_exp_hist"
 	SIGNOZ_TRACE_DBNAME                        = "signoz_traces"
 	SIGNOZ_SPAN_INDEX_TABLENAME                = "distributed_signoz_index_v2"
+	SIGNOZ_SPAN_INDEX_V3                       = "distributed_signoz_index_v3"
 	SIGNOZ_SPAN_INDEX_LOCAL_TABLENAME          = "signoz_index_v2"
+	SIGNOZ_SPAN_INDEX_V3_LOCAL_TABLENAME       = "signoz_index_v3"
 	SIGNOZ_TIMESERIES_v4_LOCAL_TABLENAME       = "time_series_v4"
 	SIGNOZ_TIMESERIES_v4_6HRS_LOCAL_TABLENAME  = "time_series_v4_6hrs"
 	SIGNOZ_TIMESERIES_v4_1DAY_LOCAL_TABLENAME  = "time_series_v4_1day"

pkg/query-service/main.go

@@ -39,6 +39,7 @@ func main() {
 	var disableRules bool
 
 	var useLogsNewSchema bool
+	var useTraceNewSchema bool
 	// the url used to build link in the alert messages in slack and other systems
 	var ruleRepoURL, cacheConfigPath, fluxInterval string
 	var cluster string
@@ -50,6 +51,7 @@ func main() {
 	var dialTimeout time.Duration
 
 	flag.BoolVar(&useLogsNewSchema, "use-logs-new-schema", false, "use logs_v2 schema for logs")
+	flag.BoolVar(&useTraceNewSchema, "use-trace-new-schema", false, "use new schema for traces")
 	flag.StringVar(&promConfigPath, "config", "./config/prometheus.yml", "(prometheus config to read metrics)")
 	flag.StringVar(&skipTopLvlOpsPath, "skip-top-level-ops", "", "(config file to skip top level operations)")
 	flag.BoolVar(&disableRules, "rules.disable", false, "(disable rule evaluation)")
@@ -87,6 +89,7 @@ func main() {
 		FluxInterval:      fluxInterval,
 		Cluster:           cluster,
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	// Read the jwt secret key

pkg/query-service/model/response.go

@@ -269,6 +269,23 @@ type SearchSpanResponseItem struct {
 	SpanKind         string            `json:"spanKind"`
 }
 
+type SearchSpanResponseItemV2 struct {
+	TimeUnixNano     time.Time         `json:"timestamp" ch:"timestamp"`
+	DurationNano     uint64            `json:"durationNano" ch:"durationNano"`
+	SpanID           string            `json:"spanId" ch:"spanID"`
+	TraceID          string            `json:"traceId" ch:"traceID"`
+	HasError         bool              `json:"hasError" ch:"hasError"`
+	Kind             int8              `json:"kind" ch:"kind"`
+	ServiceName      string            `json:"serviceName" ch:"serviceName"`
+	Name             string            `json:"name" ch:"name"`
+	References       string            `json:"references,omitempty" ch:"references"`
+	TagMap           map[string]string `json:"tagMap" ch:"attributes_string"`
+	Events           []string          `json:"event" ch:"events"`
+	StatusMessage    string            `json:"statusMessage" ch:"statusMessage"`
+	StatusCodeString string            `json:"statusCodeString" ch:"statusCodeString"`
+	SpanKind         string            `json:"spanKind" ch:"spanKind"`
+}
+
 type OtelSpanRef struct {
 	TraceId string `json:"traceId,omitempty"`
 	SpanId  string `json:"spanId,omitempty"`

pkg/query-service/rules/manager.go

@@ -39,6 +39,7 @@ type PrepareTaskOptions struct {
 	NotifyFunc  NotifyFunc
 
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 const taskNamesuffix = "webAppEditor"
@@ -82,6 +83,7 @@ type ManagerOptions struct {
 	PrepareTaskFunc func(opts PrepareTaskOptions) (Task, error)
 
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 // The Manager manages recording and alerting rules.
@@ -105,6 +107,7 @@ type Manager struct {
 	prepareTaskFunc func(opts PrepareTaskOptions) (Task, error)
 
 	UseLogsNewSchema  bool
+	UseTraceNewSchema bool
 }
 
 func defaultOptions(o *ManagerOptions) *ManagerOptions {
@@ -140,6 +143,7 @@ func defaultPrepareTaskFunc(opts PrepareTaskOptions) (Task, error) {
 			opts.FF,
 			opts.Reader,
 			opts.UseLogsNewSchema,
+			opts.UseTraceNewSchema,
 			WithEvalDelay(opts.ManagerOpts.EvalDelay),
 		)
 
@@ -352,6 +356,7 @@ func (m *Manager) editTask(rule *PostableRule, taskName string) error {
 		NotifyFunc:  m.prepareNotifyFunc(),
 
 		UseLogsNewSchema:  m.opts.UseLogsNewSchema,
+		UseTraceNewSchema: m.opts.UseTraceNewSchema,
 	})
 
 	if err != nil {
@@ -474,6 +479,7 @@ func (m *Manager) addTask(rule *PostableRule, taskName string) error {
 		NotifyFunc:  m.prepareNotifyFunc(),
 
 		UseLogsNewSchema:  m.opts.UseLogsNewSchema,
+		UseTraceNewSchema: m.opts.UseTraceNewSchema,
 	})
 
 	if err != nil {
@@ -817,6 +823,7 @@ func (m *Manager) TestNotification(ctx context.Context, ruleStr string) (int, *m
 			m.featureFlags,
 			m.reader,
 			m.opts.UseLogsNewSchema,
+			m.opts.UseTraceNewSchema,
 			WithSendAlways(),
 			WithSendUnmatched(),
 		)

pkg/query-service/rules/threshold_rule.go

@@ -58,6 +58,7 @@ func NewThresholdRule(
 	featureFlags interfaces.FeatureLookup,
 	reader interfaces.Reader,
 	useLogsNewSchema bool,
+	useTraceNewSchema bool,
 	opts ...RuleOption,
 ) (*ThresholdRule, error) {
 
@@ -79,6 +80,7 @@ func NewThresholdRule(
 		KeyGenerator:      queryBuilder.NewKeyGenerator(),
 		FeatureLookup:     featureFlags,
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	querierOptsV2 := querierV2.QuerierOptions{
@@ -87,6 +89,7 @@ func NewThresholdRule(
 		KeyGenerator:      queryBuilder.NewKeyGenerator(),
 		FeatureLookup:     featureFlags,
 		UseLogsNewSchema:  useLogsNewSchema,
+		UseTraceNewSchema: useTraceNewSchema,
 	}
 
 	t.querier = querier.NewQuerier(querierOption)

pkg/query-service/rules/threshold_rule_test.go

@@ -791,7 +791,7 @@ func TestThresholdRuleShouldAlert(t *testing.T) {
 		postableRule.RuleCondition.MatchType = MatchType(c.matchType)
 		postableRule.RuleCondition.Target = &c.target
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, WithEvalDelay(2*time.Minute))
+		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true, WithEvalDelay(2*time.Minute))
 		if err != nil {
 			assert.NoError(t, err)
 		}
@@ -880,7 +880,7 @@ func TestPrepareLinksToLogs(t *testing.T) {
 	}
 	fm := featureManager.StartManager()
 
-	rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, WithEvalDelay(2*time.Minute))
+	rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true, WithEvalDelay(2*time.Minute))
 	if err != nil {
 		assert.NoError(t, err)
 	}
@@ -922,7 +922,7 @@ func TestPrepareLinksToTraces(t *testing.T) {
 	}
 	fm := featureManager.StartManager()
 
-	rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, WithEvalDelay(2*time.Minute))
+	rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true, WithEvalDelay(2*time.Minute))
 	if err != nil {
 		assert.NoError(t, err)
 	}
@@ -998,7 +998,7 @@ func TestThresholdRuleLabelNormalization(t *testing.T) {
 		postableRule.RuleCondition.MatchType = MatchType(c.matchType)
 		postableRule.RuleCondition.Target = &c.target
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, WithEvalDelay(2*time.Minute))
+		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true, WithEvalDelay(2*time.Minute))
 		if err != nil {
 			assert.NoError(t, err)
 		}
@@ -1051,7 +1051,7 @@ func TestThresholdRuleEvalDelay(t *testing.T) {
 
 	fm := featureManager.StartManager()
 	for idx, c := range cases {
-		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true) // no eval delay
+		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true) // no eval delay
 		if err != nil {
 			assert.NoError(t, err)
 		}
@@ -1100,7 +1100,7 @@ func TestThresholdRuleClickHouseTmpl(t *testing.T) {
 
 	fm := featureManager.StartManager()
 	for idx, c := range cases {
-		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, WithEvalDelay(2*time.Minute))
+		rule, err := NewThresholdRule("69", &postableRule, fm, nil, true, true, WithEvalDelay(2*time.Minute))
 		if err != nil {
 			assert.NoError(t, err)
 		}
@@ -1241,9 +1241,9 @@ func TestThresholdRuleUnitCombinations(t *testing.T) {
 		}
 
 		options := clickhouseReader.NewOptions("", 0, 0, 0, "", "archiveNamespace")
-		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true)
+		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true, true)
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true)
+		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true, true)
 		rule.TemporalityMap = map[string]map[v3.Temporality]bool{
 			"signoz_calls_total": {
 				v3.Delta: true,
@@ -1340,9 +1340,9 @@ func TestThresholdRuleNoData(t *testing.T) {
 		}
 
 		options := clickhouseReader.NewOptions("", 0, 0, 0, "", "archiveNamespace")
-		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true)
+		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true, true)
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true)
+		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true, true)
 		rule.TemporalityMap = map[string]map[v3.Temporality]bool{
 			"signoz_calls_total": {
 				v3.Delta: true,
@@ -1445,9 +1445,9 @@ func TestThresholdRuleTracesLink(t *testing.T) {
 		}
 
 		options := clickhouseReader.NewOptions("", 0, 0, 0, "", "archiveNamespace")
-		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true)
+		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true, true)
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true)
+		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true, true)
 		rule.TemporalityMap = map[string]map[v3.Temporality]bool{
 			"signoz_calls_total": {
 				v3.Delta: true,
@@ -1570,9 +1570,9 @@ func TestThresholdRuleLogsLink(t *testing.T) {
 		}
 
 		options := clickhouseReader.NewOptions("", 0, 0, 0, "", "archiveNamespace")
-		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true)
+		reader := clickhouseReader.NewReaderFromClickhouseConnection(mock, options, nil, "", fm, "", true, true)
 
-		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true)
+		rule, err := NewThresholdRule("69", &postableRule, fm, reader, true, true)
 		rule.TemporalityMap = map[string]map[v3.Temporality]bool{
 			"signoz_calls_total": {
 				v3.Delta: true,

pkg/query-service/tests/integration/test_utils.go

@@ -46,6 +46,7 @@ func NewMockClickhouseReader(
 		featureFlags,
 		"",
 		true,
+		true,
 	)
 
 	return reader, mockDB