feat(prometheus): add clickhouseprometheusv2 native read path

Second-generation ClickHouse-backed Prometheus provider: the stock engine
evaluates over a native storage.Querier instead of the v1 remote-read
adapter. Per-selector fetch windows, last-sample-per-step reduction for
subquery-free instant selectors (gated on prometheus.QueryTraits),
identical-labelset merge, per-type __name__ matchers and anchored regexes,
inclusive series-lookup bounds for the exporter's hour-floored registration
rows.

Not wired: no factory registration, no config selection, nothing serves
from this package yet. Fetch budgets (series/sample ceilings) are
deliberately left out for now and will come separately.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

.github/workflows/integrationci.yaml

@@ -53,7 +53,6 @@ jobs:
           - queriermetrics
           - querierscalar
           - queriercommon
-          - querierai
           - rawexportdata
           - promqlconformance
           - querierauthz

cmd/enterprise/meter.go

@@ -2,9 +2,9 @@ package main
 
 import (
 	"github.com/SigNoz/signoz/pkg/metercollector"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/retentiontypes"
 	"github.com/SigNoz/signoz/pkg/types/zeustypes"
 )
@@ -25,8 +25,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterLogSize,
 			Unit:                 zeustypes.MeterUnitBytes,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               logstelemetryschema.DBName,
-			TableName:            logstelemetryschema.LogsV2LocalTableName,
+			DBName:               telemetrylogs.DBName,
+			TableName:            telemetrylogs.LogsV2LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultLogsRetentionDays,
 		},
 	},
@@ -36,8 +36,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterSpanSize,
 			Unit:                 zeustypes.MeterUnitBytes,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               tracestelemetryschema.DBName,
-			TableName:            tracestelemetryschema.SpanIndexV3LocalTableName,
+			DBName:               telemetrytraces.DBName,
+			TableName:            telemetrytraces.SpanIndexV3LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultTracesRetentionDays,
 		},
 	},
@@ -47,8 +47,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterDatapointCount,
 			Unit:                 zeustypes.MeterUnitCount,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               metricstelemetryschema.DBName,
-			TableName:            metricstelemetryschema.SamplesV4LocalTableName,
+			DBName:               telemetrymetrics.DBName,
+			TableName:            telemetrymetrics.SamplesV4LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultMetricsRetentionDays,
 		},
 	},

docs/api/openapi.yml

@@ -6899,7 +6899,6 @@ components:
     Querybuildertypesv5QueryEnvelope:
       discriminator:
         mapping:
-          builder_ai_query: '#/components/schemas/Querybuildertypesv5QueryEnvelopeBuilderAI'
           builder_formula: '#/components/schemas/Querybuildertypesv5QueryEnvelopeFormula'
           builder_query: '#/components/schemas/Querybuildertypesv5QueryEnvelopeBuilder'
           builder_trace_operator: '#/components/schemas/Querybuildertypesv5QueryEnvelopeTraceOperator'
@@ -6908,7 +6907,6 @@ components:
         propertyName: type
       oneOf:
       - $ref: '#/components/schemas/Querybuildertypesv5QueryEnvelopeBuilder'
-      - $ref: '#/components/schemas/Querybuildertypesv5QueryEnvelopeBuilderAI'
       - $ref: '#/components/schemas/Querybuildertypesv5QueryEnvelopeFormula'
       - $ref: '#/components/schemas/Querybuildertypesv5QueryEnvelopeTraceOperator'
       - $ref: '#/components/schemas/Querybuildertypesv5QueryEnvelopePromQL'
@@ -6923,15 +6921,6 @@ components:
       required:
       - type
       type: object
-    Querybuildertypesv5QueryEnvelopeBuilderAI:
-      properties:
-        spec:
-          $ref: '#/components/schemas/Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregation'
-        type:
-          $ref: '#/components/schemas/Querybuildertypesv5QueryType'
-      required:
-      - type
-      type: object
     Querybuildertypesv5QueryEnvelopeClickHouseSQL:
       properties:
         spec:
@@ -7045,7 +7034,6 @@ components:
     Querybuildertypesv5QueryType:
       enum:
       - builder_query
-      - builder_ai_query
       - builder_formula
       - builder_trace_operator
       - clickhouse_sql

ee/metercollector/telemetrymetercollector/provider.go

@@ -16,7 +16,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/metercollector"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymeter"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/licensetypes"
 	"github.com/SigNoz/signoz/pkg/types/retentiontypes"
@@ -153,7 +153,7 @@ func (provider *Provider) Collect(
 func buildOriginQuery(meterName string) (string, []any) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("toInt64(ifNull(min(unix_milli), 0))")
-	sb.From(metertelemetryschema.DBName + "." + metertelemetryschema.SamplesTableName)
+	sb.From(telemetrymeter.DBName + "." + telemetrymeter.SamplesTableName)
 	sb.Where(sb.Equal("metric_name", meterName))
 	return sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 }
@@ -171,7 +171,7 @@ func buildQuery(meterName string, segment *retentiontypes.RetentionPolicySegment
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(selects...)
-	sb.From(metertelemetryschema.DBName + "." + metertelemetryschema.SamplesTableName)
+	sb.From(telemetrymeter.DBName + "." + telemetrymeter.SamplesTableName)
 	sb.Where(
 		sb.Equal("metric_name", meterName),
 		sb.GTE("unix_milli", segment.StartMs),

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -8,16 +8,16 @@ import (
 	sqlbuilder "github.com/huandu/go-sqlbuilder"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
 )
 
 var (
-	reductionRulesTable = metricstelemetryschema.DBName + "." + metricstelemetryschema.ReductionRulesTableName
-	metadataTable       = metricstelemetryschema.DBName + "." + metricstelemetryschema.AttributesMetadataTableName
-	bufferSeriesTable   = metricstelemetryschema.DBName + "." + metricstelemetryschema.TimeseriesV4BufferTableName
+	reductionRulesTable = telemetrymetrics.DBName + "." + telemetrymetrics.ReductionRulesTableName
+	metadataTable       = telemetrymetrics.DBName + "." + telemetrymetrics.AttributesMetadataTableName
+	bufferSeriesTable   = telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4BufferTableName
 )
 
 const timeSeriesBucketMilli = int64(time.Hour / time.Millisecond)
@@ -192,7 +192,7 @@ func (c *clickhouse) ingestedSeriesCount(ctx context.Context, metricNames []stri
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("metric_name", "uniq(fingerprint)")
-	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
 	conds := []string{
 		sb.In("metric_name", names...),
 		sb.GE("unix_milli", startMs),
@@ -229,8 +229,8 @@ func (c *clickhouse) ingestedSeriesCount(ctx context.Context, metricNames []stri
 // reduced sample tables.
 func (c *clickhouse) reducedSeriesCount(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
 	out := make(map[string]uint64, len(metricNames))
-	for _, table := range []string{metricstelemetryschema.SamplesV4ReducedLastTableName, metricstelemetryschema.SamplesV4ReducedSumTableName} {
-		counts, err := c.reducedSeriesCountForTable(ctx, metricstelemetryschema.DBName+"."+table, metricNames, effectiveFrom, startMs, endMs)
+	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
+		counts, err := c.reducedSeriesCountForTable(ctx, telemetrymetrics.DBName+"."+table, metricNames, effectiveFrom, startMs, endMs)
 		if err != nil {
 			return nil, err
 		}
@@ -300,9 +300,9 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 		direction = "DESC"
 	}
 
-	ingestedTable := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName
-	reducedLast := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4ReducedLastTableName
-	reducedSum := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4ReducedSumTableName
+	ingestedTable := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName
+	reducedLast := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedLastTableName
+	reducedSum := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedSumTableName
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("base.metric_name AS metric_name", "ifNull(i.cnt, 0) AS ingested", "ifNull(d.cnt, 0) AS reduced")
@@ -352,16 +352,16 @@ func (c *clickhouse) SampleVolumeByMetric(ctx context.Context, metricNames []str
 	}
 	ctx = c.withThreads(ctx)
 
-	ingested, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
+	ingested, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
 
-	last, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	last, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
-	sum, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	sum, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
@@ -419,7 +419,7 @@ func (c *clickhouse) TotalVolume(ctx context.Context, startMs, endMs int64) (uin
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("uniq(fingerprint)", "count()")
-	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
 	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -470,7 +470,7 @@ func (c *clickhouse) SampleTimeseries(ctx context.Context, ruledMetrics []string
 func (c *clickhouse) totalSamplesByBucket(ctx context.Context, startMs, endMs int64) (map[int64]uint64, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(sampleBucketExpr, "count()")
-	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
 	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
 	sb.GroupBy("bucket")
 
@@ -485,7 +485,7 @@ func (c *clickhouse) ruledIngestedSamplesByBucket(ctx context.Context, metricNam
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(sampleBucketExpr, "count()")
-	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
 	conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
 	if len(effectiveFrom) > 0 {
 		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
@@ -499,7 +499,7 @@ func (c *clickhouse) ruledIngestedSamplesByBucket(ctx context.Context, metricNam
 // reduced 60s rows are versioned by computed_at, so count distinct buckets.
 func (c *clickhouse) ruledRetainedSamplesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
 	out := make(map[int64]uint64)
-	for _, table := range []string{metricstelemetryschema.SamplesV4ReducedLastTableName, metricstelemetryschema.SamplesV4ReducedSumTableName} {
+	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
 		names := make([]any, len(metricNames))
 		for i, name := range metricNames {
 			names[i] = name
@@ -507,7 +507,7 @@ func (c *clickhouse) ruledRetainedSamplesByBucket(ctx context.Context, metricNam
 
 		sb := sqlbuilder.NewSelectBuilder()
 		sb.Select(sampleBucketExpr, "uniq(reduced_fingerprint, unix_milli)")
-		sb.From(metricstelemetryschema.DBName + "." + table)
+		sb.From(telemetrymetrics.DBName + "." + table)
 		conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
 		if len(effectiveFrom) > 0 {
 			conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -4298,18 +4298,6 @@ export interface Querybuildertypesv5QueryEnvelopeBuilderDTO {
 	type: Querybuildertypesv5QueryEnvelopeBuilderDTOType;
 }
 
-export enum Querybuildertypesv5QueryEnvelopeBuilderAIDTOType {
-	builder_ai_query = 'builder_ai_query',
-}
-export interface Querybuildertypesv5QueryEnvelopeBuilderAIDTO {
-	spec?: Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregationDTO;
-	/**
-	 * @type string
-	 * @enum builder_ai_query
-	 */
-	type: Querybuildertypesv5QueryEnvelopeBuilderAIDTOType;
-}
-
 export interface Querybuildertypesv5QueryBuilderFormulaDTO {
 	/**
 	 * @type boolean
@@ -4493,7 +4481,6 @@ export interface Querybuildertypesv5QueryEnvelopeClickHouseSQLDTO {
 
 export type Querybuildertypesv5QueryEnvelopeDTO =
 	| Querybuildertypesv5QueryEnvelopeBuilderDTO
-	| Querybuildertypesv5QueryEnvelopeBuilderAIDTO
 	| Querybuildertypesv5QueryEnvelopeFormulaDTO
 	| Querybuildertypesv5QueryEnvelopeTraceOperatorDTO
 	| Querybuildertypesv5QueryEnvelopePromQLDTO
@@ -8297,7 +8284,6 @@ export interface Querybuildertypesv5QueryRangeResponseDTO {
 
 export enum Querybuildertypesv5QueryTypeDTO {
 	builder_query = 'builder_query',
-	builder_ai_query = 'builder_ai_query',
 	builder_formula = 'builder_formula',
 	builder_trace_operator = 'builder_trace_operator',
 	clickhouse_sql = 'clickhouse_sql',

pkg/modules/inframonitoring/implinframonitoring/collect.go

@@ -5,14 +5,14 @@ import (
 	"fmt"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 func (m *module) Collect(ctx context.Context, _ valuer.UUID) (map[string]any, error) {
 	stats := make(map[string]any)
 
-	metadataTable := fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName)
+	metadataTable := fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName)
 	var (
 		systemMetricCount uint64
 		k8sMetricCount    uint64

pkg/modules/inframonitoring/implinframonitoring/containers.go

@@ -7,7 +7,7 @@ import (
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -281,7 +281,7 @@ func (m *module) getPerGroupContainerStatusCounts(
 	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
 
 	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	// Built once; identical across the two fps CTEs (buildFilterClause hits the
 	// metadata store + parses the expression). AddWhereClause only reads it.
@@ -310,7 +310,7 @@ func (m *module) getPerGroupContainerStatusCounts(
 		)
 	}
 	stateFps.Select(stateFpsCols...)
-	stateFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	stateFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	stateFps.Where(
 		stateFps.E("metric_name", containerStatusStateMetricName),
 		stateFps.GE("unix_milli", tsAdjustedStart),
@@ -342,7 +342,7 @@ func (m *module) getPerGroupContainerStatusCounts(
 	containerState.Select(containerStateCols...)
 	containerState.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN state_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	containerState.Where(
 		containerState.E("samples.metric_name", containerStatusStateMetricName),
@@ -361,7 +361,7 @@ func (m *module) getPerGroupContainerStatusCounts(
 		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", reasonFps.Var(containerNameAttrKey)),
 		fmt.Sprintf("JSONExtractString(labels, %s) AS reason", reasonFps.Var(containerStatusReasonAttrKey)),
 	)
-	reasonFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	reasonFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	reasonFps.Where(
 		reasonFps.E("metric_name", containerStatusReasonMetricName),
 		reasonFps.GE("unix_milli", tsAdjustedStart),
@@ -391,7 +391,7 @@ func (m *module) getPerGroupContainerStatusCounts(
 	)
 	reasonInner.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN reason_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	reasonInner.Where(
 		reasonInner.E("samples.metric_name", containerStatusReasonMetricName),
@@ -546,7 +546,7 @@ func (m *module) getPerGroupContainerRestartCounts(
 	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
 
 	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	var (
 		filterClause *sqlbuilder.WhereClause
@@ -572,7 +572,7 @@ func (m *module) getPerGroupContainerRestartCounts(
 		)
 	}
 	restartFps.Select(restartFpsCols...)
-	restartFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	restartFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	restartFps.Where(
 		restartFps.E("metric_name", containerRestartsMetricName),
 		restartFps.GE("unix_milli", tsAdjustedStart),
@@ -602,7 +602,7 @@ func (m *module) getPerGroupContainerRestartCounts(
 	containerRestarts.Select(containerRestartsCols...)
 	containerRestarts.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN restart_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	containerRestarts.Where(
 		containerRestarts.E("samples.metric_name", containerRestartsMetricName),
@@ -690,7 +690,7 @@ func (m *module) getPerGroupContainerReadyCounts(
 	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
 
 	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	var (
 		filterClause *sqlbuilder.WhereClause
@@ -716,7 +716,7 @@ func (m *module) getPerGroupContainerReadyCounts(
 		)
 	}
 	readyFps.Select(readyFpsCols...)
-	readyFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	readyFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	readyFps.Where(
 		readyFps.E("metric_name", containerReadyMetricName),
 		readyFps.GE("unix_milli", tsAdjustedStart),
@@ -746,7 +746,7 @@ func (m *module) getPerGroupContainerReadyCounts(
 	containerReady.Select(containerReadyCols...)
 	containerReady.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN ready_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	containerReady.Where(
 		containerReady.E("samples.metric_name", containerReadyMetricName),

pkg/modules/inframonitoring/implinframonitoring/helpers.go

@@ -9,7 +9,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
@@ -344,11 +344,11 @@ func alignedMetricWindow(startMs, endMs int64) (
 		flooredEndMs = flooredEndMs - (flooredEndMs % (adjustStep * 1000))
 	}
 
-	tsAdjustedStartMs, _, distributedTSTable, localTSTable := metricstelemetryschema.WhichTSTableToUse(
+	tsAdjustedStartMs, _, distributedTSTable, localTSTable := telemetrymetrics.WhichTSTableToUse(
 		samplesAdjustedStartMs, flooredEndMs, false, nil,
 	)
 
-	distributedSamplesTable, localSamplesTable := metricstelemetryschema.WhichSamplesTableToUse(
+	distributedSamplesTable, localSamplesTable := telemetrymetrics.WhichSamplesTableToUse(
 		samplesAdjustedStartMs, flooredEndMs,
 		metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil,
 	)
@@ -362,7 +362,7 @@ func alignedMetricWindow(startMs, endMs int64) (
 func (m *module) buildSamplesTblFingerprintSubQuery(metricNames []string, samplesTable string, flooredStart, flooredEnd uint64) *sqlbuilder.SelectBuilder {
 	fpSB := sqlbuilder.NewSelectBuilder()
 	fpSB.Select("DISTINCT fingerprint")
-	fpSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, samplesTable))
+	fpSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, samplesTable))
 	fpSB.Where(
 		fpSB.In("metric_name", sqlbuilder.List(metricNames)),
 		fpSB.GE("unix_milli", flooredStart),
@@ -376,7 +376,7 @@ func (m *module) buildSamplesTblFingerprintSubQuery(metricNames []string, sample
 func (m *module) buildReducedSamplesTblFingerprintSubQuery(metricNames []string, flooredStart, flooredEnd uint64) *sqlbuilder.SelectBuilder {
 	lastSB := sqlbuilder.NewSelectBuilder()
 	lastSB.Select("reduced_fingerprint")
-	lastSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedLastTableName))
+	lastSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedLastTableName))
 	lastSB.Where(
 		lastSB.In("metric_name", sqlbuilder.List(metricNames)),
 		lastSB.GE("unix_milli", flooredStart),
@@ -385,7 +385,7 @@ func (m *module) buildReducedSamplesTblFingerprintSubQuery(metricNames []string,
 
 	sumSB := sqlbuilder.NewSelectBuilder()
 	sumSB.Select("reduced_fingerprint")
-	sumSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedSumTableName))
+	sumSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
 	sumSB.Where(
 		sumSB.In("metric_name", sqlbuilder.List(metricNames)),
 		sumSB.GE("unix_milli", flooredStart),
@@ -478,7 +478,7 @@ func (m *module) getEarliestMetricTime(ctx context.Context, metricNames []string
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("min(first_reported_unix_milli) AS min_first_reported")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.In("metric_name", sqlbuilder.List(metricNames)))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -504,7 +504,7 @@ func (m *module) getMetricsExistence(ctx context.Context, metricNames []string)
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("metric_name", "count(*) AS cnt")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.In("metric_name", sqlbuilder.List(metricNames)))
 	sb.GroupBy("metric_name")
 
@@ -549,7 +549,7 @@ func (m *module) getAttributesExistence(ctx context.Context, metricNames, attrNa
 	}
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("attr_name", "count(*) AS cnt")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(
 		sb.In("metric_name", sqlbuilder.List(metricNames)),
 		sb.In("attr_name", sqlbuilder.List(attrNames)),
@@ -656,7 +656,7 @@ func (m *module) getMetadata(
 
 		rawSrc := sqlbuilder.NewSelectBuilder()
 		rawSrc.Select("labels", "unix_milli")
-		rawSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTableName))
+		rawSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTableName))
 		rawSrc.Where(
 			rawSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			rawSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -669,7 +669,7 @@ func (m *module) getMetadata(
 
 		reducedSrc := sqlbuilder.NewSelectBuilder()
 		reducedSrc.Select("labels", "unix_milli")
-		reducedSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedSrc.Where(
 			reducedSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			reducedSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -683,7 +683,7 @@ func (m *module) getMetadata(
 		// Inner query reads over the union of raw + reduced series.
 		innerSB.From(innerSB.BuilderAs(sqlbuilder.UnionAll(rawSrc, reducedSrc), "series"))
 	} else {
-		innerSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTableName))
+		innerSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTableName))
 		innerSB.Where(
 			innerSB.In("metric_name", sqlbuilder.List(metricNames)),
 			innerSB.GE("unix_milli", tsAdjustedStartMs),
@@ -870,7 +870,7 @@ func (m *module) getPerGroupDistinctCounts(
 
 		rawSrc := sqlbuilder.NewSelectBuilder()
 		rawSrc.Select("labels")
-		rawSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTimeSeriesTbl))
+		rawSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTbl))
 		rawSrc.Where(
 			rawSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			rawSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -883,7 +883,7 @@ func (m *module) getPerGroupDistinctCounts(
 
 		reducedSrc := sqlbuilder.NewSelectBuilder()
 		reducedSrc.Select("labels")
-		reducedSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedSrc.Where(
 			reducedSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			reducedSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -896,7 +896,7 @@ func (m *module) getPerGroupDistinctCounts(
 
 		sb.From(sb.BuilderAs(sqlbuilder.UnionAll(rawSrc, reducedSrc), "series"))
 	} else {
-		sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTimeSeriesTbl))
+		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTbl))
 		sb.Where(
 			sb.In("metric_name", sqlbuilder.List(metricNames)),
 			sb.GE("unix_milli", tsAdjustedStartMs),

pkg/modules/inframonitoring/implinframonitoring/hosts.go

@@ -7,7 +7,7 @@ import (
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/flagger"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -72,7 +72,7 @@ func (m *module) getPerGroupHostStatusCounts(
 
 		rawSrc := sqlbuilder.NewSelectBuilder()
 		rawSrc.Select("labels")
-		rawSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTimeSeriesTableName))
+		rawSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTableName))
 		rawSrc.Where(
 			rawSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			rawSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -85,7 +85,7 @@ func (m *module) getPerGroupHostStatusCounts(
 
 		reducedSrc := sqlbuilder.NewSelectBuilder()
 		reducedSrc.Select("labels")
-		reducedSrc.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedSrc.Where(
 			reducedSrc.In("metric_name", sqlbuilder.List(metricNames)),
 			reducedSrc.GE("unix_milli", tsAdjustedStartMs),
@@ -101,7 +101,7 @@ func (m *module) getPerGroupHostStatusCounts(
 
 		fpSB := m.buildSamplesTblFingerprintSubQuery(metricNames, localSamplesTable, samplesStartMs, flooredEndMs)
 
-		sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTimeSeriesTableName))
+		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTableName))
 		sb.Where(
 			sb.In("metric_name", sqlbuilder.List(metricNames)),
 			sb.GE("unix_milli", tsAdjustedStartMs),
@@ -357,7 +357,7 @@ func (m *module) getActiveHostsQuery(metricNames []string, hostNameAttr string,
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Distinct()
 	sb.Select("attr_string_value")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(
 		sb.In("metric_name", sqlbuilder.List(metricNames)),
 		sb.E("attr_name", hostNameAttr),

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -9,7 +9,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/inframonitoring"
 	"github.com/SigNoz/signoz/pkg/querier"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
@@ -40,8 +40,8 @@ func NewModule(
 	providerSettings factory.ProviderSettings,
 	cfg inframonitoring.Config,
 ) inframonitoring.Module {
-	fieldMapper := metricstelemetryschema.NewFieldMapper()
-	condBuilder := metricstelemetryschema.NewConditionBuilder(fieldMapper)
+	fieldMapper := telemetrymetrics.NewFieldMapper()
+	condBuilder := telemetrymetrics.NewConditionBuilder(fieldMapper)
 	return &module{
 		telemetryStore:         telemetryStore,
 		telemetryMetadataStore: telemetryMetadataStore,

pkg/modules/inframonitoring/implinframonitoring/nodes.go

@@ -7,7 +7,7 @@ import (
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -186,7 +186,7 @@ func (m *module) getPerGroupNodeConditionCounts(
 
 	// Step-floor bounds + resolve tables in one shot to match QB v5 querier.
 	samplesStartMs, flooredEndMs, tsAdjustedStartMs, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	// ----- timeSeriesFPs -----
 	timeSeriesFPs := sqlbuilder.NewSelectBuilder()
@@ -200,7 +200,7 @@ func (m *module) getPerGroupNodeConditionCounts(
 		)
 	}
 	timeSeriesFPs.Select(timeSeriesFPsSelectCols...)
-	timeSeriesFPs.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	timeSeriesFPs.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	timeSeriesFPs.Where(
 		timeSeriesFPs.E("metric_name", nodeConditionMetricName),
 		timeSeriesFPs.GE("unix_milli", tsAdjustedStartMs),
@@ -237,7 +237,7 @@ func (m *module) getPerGroupNodeConditionCounts(
 	latestConditionPerNode.Select(latestConditionPerNodeSelectCols...)
 	latestConditionPerNode.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN time_series_fps AS tsfp ON samples.fingerprint = tsfp.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	latestConditionPerNode.Where(
 		latestConditionPerNode.E("samples.metric_name", nodeConditionMetricName),

pkg/modules/inframonitoring/implinframonitoring/pods.go

@@ -8,7 +8,7 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -284,7 +284,7 @@ func (m *module) getPerGroupPodStatusCounts(
 	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
 
 	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	// Build the merged filter clause once; it's identical across the three fps
 	// CTEs, and buildFilterClause hits the metadata store + parses the
@@ -313,7 +313,7 @@ func (m *module) getPerGroupPodStatusCounts(
 		)
 	}
 	phaseFps.Select(phaseFpsCols...)
-	phaseFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	phaseFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	phaseFps.Where(
 		phaseFps.E("metric_name", podPhaseMetricName),
 		phaseFps.GE("unix_milli", tsAdjustedStart),
@@ -340,7 +340,7 @@ func (m *module) getPerGroupPodStatusCounts(
 	phasePerPod.Select(phasePerPodCols...)
 	phasePerPod.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN phase_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	phasePerPod.Where(
 		phasePerPod.E("samples.metric_name", podPhaseMetricName),
@@ -357,7 +357,7 @@ func (m *module) getPerGroupPodStatusCounts(
 		"fingerprint",
 		fmt.Sprintf("JSONExtractString(labels, %s) AS pod_uid", podReasonFps.Var(podUIDAttrKey)),
 	)
-	podReasonFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	podReasonFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	podReasonFps.Where(
 		podReasonFps.E("metric_name", podStatusReasonMetricName),
 		podReasonFps.GE("unix_milli", tsAdjustedStart),
@@ -377,7 +377,7 @@ func (m *module) getPerGroupPodStatusCounts(
 	)
 	podReasonPerPod.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN pod_reason_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	podReasonPerPod.Where(
 		podReasonPerPod.E("samples.metric_name", podStatusReasonMetricName),
@@ -396,7 +396,7 @@ func (m *module) getPerGroupPodStatusCounts(
 		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", containerReasonFps.Var(containerNameAttrKey)),
 		fmt.Sprintf("JSONExtractString(labels, %s) AS reason", containerReasonFps.Var(containerStatusReasonAttrKey)),
 	)
-	containerReasonFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	containerReasonFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	containerReasonFps.Where(
 		containerReasonFps.E("metric_name", containerStatusReasonMetricName),
 		containerReasonFps.GE("unix_milli", tsAdjustedStart),
@@ -432,7 +432,7 @@ func (m *module) getPerGroupPodStatusCounts(
 	)
 	containerInner.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN container_reason_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	containerInner.Where(
 		containerInner.E("samples.metric_name", containerStatusReasonMetricName),
@@ -611,7 +611,7 @@ func (m *module) getPerGroupPodRestartCounts(
 	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
 
 	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := metricstelemetryschema.ValueColumnForSamplesTable(distributedSamplesTable)
+	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
 
 	var (
 		filterClause *sqlbuilder.WhereClause
@@ -637,7 +637,7 @@ func (m *module) getPerGroupPodRestartCounts(
 		)
 	}
 	restartFps.Select(restartFpsCols...)
-	restartFps.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTimeSeriesTable))
+	restartFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
 	restartFps.Where(
 		restartFps.E("metric_name", containerRestartsMetricName),
 		restartFps.GE("unix_milli", tsAdjustedStart),
@@ -667,7 +667,7 @@ func (m *module) getPerGroupPodRestartCounts(
 	containerRestarts.Select(containerRestartsCols...)
 	containerRestarts.From(fmt.Sprintf(
 		"%s.%s AS samples INNER JOIN restart_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		metricstelemetryschema.DBName, distributedSamplesTable,
+		telemetrymetrics.DBName, distributedSamplesTable,
 	))
 	containerRestarts.Where(
 		containerRestarts.E("samples.metric_name", containerRestartsMetricName),

pkg/modules/llmpricingrule/impllmpricingrule/module.go

@@ -213,18 +213,18 @@ func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]
 					Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
 						Name:   "A",
 						Signal: telemetrytypes.SignalTraces,
-						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", telemetrytypes.GenAIRequestModel)},
+						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", llmpricingruletypes.GenAIRequestModel)},
 						Aggregations: []qbtypes.TraceAggregation{
 							{Expression: "count()", Alias: "spanCount"},
 						},
 						GroupBy: []qbtypes.GroupByKey{
 							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name:          telemetrytypes.GenAIRequestModel,
+								Name:          llmpricingruletypes.GenAIRequestModel,
 								FieldContext:  telemetrytypes.FieldContextSpan,
 								FieldDataType: telemetrytypes.FieldDataTypeString,
 							}},
 							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name:          telemetrytypes.GenAIProviderName,
+								Name:          llmpricingruletypes.GenAIProviderName,
 								FieldContext:  telemetrytypes.FieldContextSpan,
 								FieldDataType: telemetrytypes.FieldDataTypeString,
 							}},
@@ -254,9 +254,9 @@ func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]
 		switch c.Type {
 		case qbtypes.ColumnTypeGroup:
 			switch c.Name {
-			case telemetrytypes.GenAIRequestModel:
+			case llmpricingruletypes.GenAIRequestModel:
 				modelIdx = i
-			case telemetrytypes.GenAIProviderName:
+			case llmpricingruletypes.GenAIProviderName:
 				providerIdx = i
 			}
 		case qbtypes.ColumnTypeAggregation:

pkg/modules/metricsexplorer/implmetricsexplorer/module.go

@@ -19,8 +19,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymeter"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
@@ -49,8 +49,8 @@ type module struct {
 
 // NewModule constructs the metrics module with the provided dependencies.
 func NewModule(ts telemetrystore.TelemetryStore, telemetryMetadataStore telemetrytypes.MetadataStore, cache cache.Cache, ruleStore ruletypes.RuleStore, dashboardModule dashboard.Module, fl flagger.Flagger, providerSettings factory.ProviderSettings, cfg metricsexplorer.Config) metricsexplorer.Module {
-	fieldMapper := metricstelemetryschema.NewFieldMapper()
-	condBuilder := metricstelemetryschema.NewConditionBuilder(fieldMapper)
+	fieldMapper := telemetrymetrics.NewFieldMapper()
+	condBuilder := telemetrymetrics.NewConditionBuilder(fieldMapper)
 	return &module{
 		telemetryStore:         ts,
 		fieldMapper:            fieldMapper,
@@ -89,7 +89,7 @@ func (m *module) listMeterMetrics(ctx context.Context, params *metricsexplorerty
 		"argMax(temporality, unix_milli) AS temporality",
 		"argMax(is_monotonic, unix_milli) AS is_monotonic",
 	)
-	sb.From(fmt.Sprintf("%s.%s", metertelemetryschema.DBName, metertelemetryschema.SamplesTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymeter.DBName, telemetrymeter.SamplesTableName))
 
 	if params.Start != nil && params.End != nil {
 		sb.Where(sb.Between("unix_milli", *params.Start, *params.End))
@@ -160,11 +160,11 @@ func (m *module) listMetrics(ctx context.Context, orgID valuer.UUID, params *met
 	hasRange := params.Start != nil && params.End != nil
 	if hasRange {
 		var distributedTsTable string
-		rangeStart, rangeEnd, distributedTsTable, _ = metricstelemetryschema.WhichTSTableToUse(uint64(*params.Start), uint64(*params.End), false, nil)
-		rawSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTsTable))
+		rangeStart, rangeEnd, distributedTsTable, _ = telemetrymetrics.WhichTSTableToUse(uint64(*params.Start), uint64(*params.End), false, nil)
+		rawSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 		rawSB.Where(rawSB.Between("unix_milli", rangeStart, rangeEnd))
 	} else {
-		rawSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV41weekTableName))
+		rawSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
 	}
 
 	applyListFilters(rawSB)
@@ -174,7 +174,7 @@ func (m *module) listMetrics(ctx context.Context, orgID valuer.UUID, params *met
 	if reductionEnabled {
 		reducedSB := sqlbuilder.NewSelectBuilder()
 		reducedSB.Select("DISTINCT metric_name")
-		reducedSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		if hasRange {
 			reducedSB.Where(reducedSB.Between("unix_milli", rangeStart, rangeEnd))
 		}
@@ -512,7 +512,7 @@ func (m *module) CheckMetricExists(ctx context.Context, orgID valuer.UUID, metri
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("count(*) > 0 as metricExists")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.E("metric_name", metricName))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -534,7 +534,7 @@ func (m *module) HasNonSigNozMetrics(ctx context.Context) (bool, error) {
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("count(*) > 0")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV41weekTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
 	sb.Where("metric_name NOT LIKE 'signoz_%'")
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -570,10 +570,10 @@ func (m *module) InspectMetrics(
 		return nil, err
 	}
 
-	tsStart, _, tsTable, _ := metricstelemetryschema.WhichTSTableToUse(start, end, false, nil)
+	tsStart, _, tsTable, _ := telemetrymetrics.WhichTSTableToUse(start, end, false, nil)
 	tsSb := sqlbuilder.NewSelectBuilder()
 	tsSb.Select("fingerprint", "labels")
-	tsSb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, tsTable))
+	tsSb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, tsTable))
 	tsSb.Where(
 		tsSb.E("metric_name", req.MetricName),
 		tsSb.GE("unix_milli", tsStart),
@@ -625,7 +625,7 @@ func (m *module) InspectMetrics(
 
 	samplesSb := sqlbuilder.NewSelectBuilder()
 	samplesSb.Select("fingerprint", "unix_milli", "value")
-	samplesSb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4TableName))
+	samplesSb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4TableName))
 	samplesSb.Where(
 		samplesSb.In("fingerprint", fingerprints...),
 		samplesSb.E("metric_name", req.MetricName),
@@ -717,7 +717,7 @@ func (m *module) fetchUpdatedMetadata(ctx context.Context, orgID valuer.UUID, me
 		"argMax(temporality, created_at) AS temporality",
 		"argMax(is_monotonic, created_at) AS is_monotonic",
 	)
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.UpdatedMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.UpdatedMetadataTableName))
 	sb.Where(sb.In("metric_name", args...))
 	sb.GroupBy("metric_name")
 
@@ -777,7 +777,7 @@ func (m *module) fetchTimeseriesMetadata(ctx context.Context, orgID valuer.UUID,
 		"anyLast(temporality) AS temporality",
 		"argMax(is_monotonic, unix_milli) AS is_monotonic",
 	)
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4TableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4TableName))
 	sb.Where(sb.In("metric_name", args...))
 	sb.GroupBy("metric_name")
 
@@ -891,7 +891,7 @@ func (m *module) checkForLabelInMetric(ctx context.Context, metricName string, l
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("count(*) > 0 AS has_label")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.E("metric_name", metricName))
 	sb.Where(sb.E("attr_name", label))
 	sb.Limit(1)
@@ -914,7 +914,7 @@ func (m *module) insertMetricsMetadata(ctx context.Context, orgID valuer.UUID, r
 	createdAt := time.Now().UnixMilli()
 
 	ib := sqlbuilder.NewInsertBuilder()
-	ib.InsertInto(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.UpdatedMetadataTableName))
+	ib.InsertInto(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.UpdatedMetadataTableName))
 	ib.Cols("metric_name", "temporality", "is_monotonic", "type", "description", "unit", "created_at")
 	ib.Values(
 		req.MetricName,
@@ -1016,9 +1016,9 @@ func (m *module) fetchMetricsStatsWithSamples(
 		}
 	}
 
-	start, end, distributedTsTable, localTsTable := metricstelemetryschema.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
-	distributedSamplesTable, _ := metricstelemetryschema.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
-	countExp := metricstelemetryschema.CountExpressionForSamplesTable(distributedSamplesTable)
+	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
+	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
+	countExp := telemetrymetrics.CountExpressionForSamplesTable(distributedSamplesTable)
 
 	// Timeseries counts per metric
 	tsSB := sqlbuilder.NewSelectBuilder()
@@ -1026,7 +1026,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 		"metric_name",
 		"uniq(fingerprint) AS timeseries",
 	)
-	tsSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTsTable))
+	tsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	tsSB.Where(tsSB.Between("unix_milli", start, end))
 	tsSB.Where("NOT startsWith(metric_name, 'signoz')")
 	if filterWhereClause != nil {
@@ -1040,7 +1040,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 		"metric_name",
 		fmt.Sprintf("%s AS samples", countExp),
 	)
-	samplesSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedSamplesTable))
+	samplesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedSamplesTable))
 	samplesSB.Where(samplesSB.Between("unix_milli", req.Start, req.End))
 	samplesSB.Where("NOT startsWith(metric_name, 'signoz')")
 
@@ -1053,7 +1053,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 	if filterWhereClause != nil {
 		fingerprintSB := sqlbuilder.NewSelectBuilder()
 		fingerprintSB.Select("fingerprint")
-		fingerprintSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTsTable))
+		fingerprintSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTsTable))
 		fingerprintSB.Where(fingerprintSB.Between("unix_milli", start, end))
 		fingerprintSB.Where("NOT startsWith(metric_name, 'signoz')")
 		fingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
@@ -1064,7 +1064,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 	} else {
 		metricNamesSB := sqlbuilder.NewSelectBuilder()
 		metricNamesSB.Select("DISTINCT metric_name")
-		metricNamesSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTsTable))
+		metricNamesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTsTable))
 		metricNamesSB.Where(metricNamesSB.Between("unix_milli", start, end))
 		metricNamesSB.Where("NOT startsWith(metric_name, 'signoz')")
 
@@ -1090,18 +1090,18 @@ func (m *module) fetchMetricsStatsWithSamples(
 		// the data lands either of the _reduced_last/_reduced_sum tables
 		reducedLastSB := sqlbuilder.NewSelectBuilder()
 		reducedLastSB.Select("metric_name", "uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedLastSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedLastTableName))
+		reducedLastSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedLastTableName))
 		reducedLastSB.Where(reducedLastSB.Between("unix_milli", req.Start, req.End))
 		reducedLastSB.Where("NOT startsWith(metric_name, 'signoz')")
 
 		reducedSumSB := sqlbuilder.NewSelectBuilder()
 		reducedSumSB.Select("metric_name", "uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedSumSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedSumTableName))
+		reducedSumSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
 		reducedSumSB.Where(reducedSumSB.Between("unix_milli", req.Start, req.End))
 		reducedSumSB.Where("NOT startsWith(metric_name, 'signoz')")
 
 		// separate query for reduced series counts
-		reducedTsSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedTsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedTsSB.Where(reducedTsSB.Between("unix_milli", start, end))
 		reducedTsSB.Where("NOT startsWith(metric_name, 'signoz')")
 		reducedTsSB.GroupBy("metric_name")
@@ -1112,7 +1112,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 			// samples uses a separate cte with local table
 			reducedFpSB := sqlbuilder.NewSelectBuilder()
 			reducedFpSB.Select("fingerprint")
-			reducedFpSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedLocalTableName))
+			reducedFpSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedLocalTableName))
 			reducedFpSB.Where(reducedFpSB.Between("unix_milli", start, end))
 			reducedFpSB.Where("NOT startsWith(metric_name, 'signoz')")
 			reducedFpSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
@@ -1220,11 +1220,11 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 		}
 	}
 
-	start, end, distributedTsTable, _ := metricstelemetryschema.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
+	start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
 
 	totalTSBuilder := sqlbuilder.NewSelectBuilder()
 	totalTSBuilder.Select("uniq(fingerprint) AS total_time_series")
-	totalTSBuilder.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTsTable))
+	totalTSBuilder.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	totalTSBuilder.Where(totalTSBuilder.Between("unix_milli", start, end))
 
 	metricsSB := sqlbuilder.NewSelectBuilder()
@@ -1232,7 +1232,7 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 		"metric_name",
 		"uniq(fingerprint) AS total_value",
 	)
-	metricsSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTsTable))
+	metricsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	metricsSB.Where(metricsSB.Between("unix_milli", start, end))
 	metricsSB.Where("NOT startsWith(metric_name, 'signoz')")
 	if filterWhereClause != nil {
@@ -1244,7 +1244,7 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 	if reductionEnabled {
 		reducedTotalTSBuilder := sqlbuilder.NewSelectBuilder()
 		reducedTotalTSBuilder.Select("uniq(fingerprint) AS total_time_series")
-		reducedTotalTSBuilder.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedTotalTSBuilder.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedTotalTSBuilder.Where(reducedTotalTSBuilder.Between("unix_milli", start, end))
 
 		reducedMetricsSB := sqlbuilder.NewSelectBuilder()
@@ -1252,7 +1252,7 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 			"metric_name",
 			"uniq(fingerprint) AS total_value",
 		)
-		reducedMetricsSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedMetricsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedMetricsSB.Where(reducedMetricsSB.Between("unix_milli", start, end))
 		reducedMetricsSB.Where("NOT startsWith(metric_name, 'signoz')")
 		if filterWhereClause != nil {
@@ -1338,15 +1338,15 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 		}
 	}
 
-	start, end, distributedTsTable, localTsTable := metricstelemetryschema.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
-	distributedSamplesTable, _ := metricstelemetryschema.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
-	countExp := metricstelemetryschema.CountExpressionForSamplesTable(distributedSamplesTable)
+	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
+	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
+	countExp := telemetrymetrics.CountExpressionForSamplesTable(distributedSamplesTable)
 
 	candidateLimit := req.Limit + 50
 
 	metricCandidatesSB := sqlbuilder.NewSelectBuilder()
 	metricCandidatesSB.Select("metric_name")
-	metricCandidatesSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedTsTable))
+	metricCandidatesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	metricCandidatesSB.Where("NOT startsWith(metric_name, 'signoz')")
 	metricCandidatesSB.Where(metricCandidatesSB.Between("unix_milli", start, end))
 	if filterWhereClause != nil {
@@ -1364,7 +1364,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 	if reductionEnabled {
 		reducedCandidatesSB = sqlbuilder.NewSelectBuilder()
 		reducedCandidatesSB.Select("metric_name")
-		reducedCandidatesSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedTableName))
+		reducedCandidatesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
 		reducedCandidatesSB.Where("NOT startsWith(metric_name, 'signoz')")
 		reducedCandidatesSB.Where(reducedCandidatesSB.Between("unix_milli", start, end))
 		if filterWhereClause != nil {
@@ -1379,7 +1379,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 
 	totalSamplesSB := sqlbuilder.NewSelectBuilder()
 	totalSamplesSB.Select(fmt.Sprintf("%s AS total_samples", countExp))
-	totalSamplesSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedSamplesTable))
+	totalSamplesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedSamplesTable))
 	totalSamplesSB.Where(totalSamplesSB.Between("unix_milli", req.Start, req.End))
 
 	sampleCountsSB := sqlbuilder.NewSelectBuilder()
@@ -1387,7 +1387,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 		"metric_name",
 		fmt.Sprintf("%s AS samples", countExp),
 	)
-	sampleCountsSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, distributedSamplesTable))
+	sampleCountsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedSamplesTable))
 	sampleCountsSB.Where(sampleCountsSB.Between("unix_milli", req.Start, req.End))
 	sampleCountsSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates)")
 
@@ -1397,13 +1397,13 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 	if reductionEnabled {
 		reducedLastSB = sqlbuilder.NewSelectBuilder()
 		reducedLastSB.Select("metric_name", "uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedLastSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedLastTableName))
+		reducedLastSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedLastTableName))
 		reducedLastSB.Where(reducedLastSB.Between("unix_milli", req.Start, req.End))
 		reducedLastSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates)")
 
 		reducedSumSB = sqlbuilder.NewSelectBuilder()
 		reducedSumSB.Select("metric_name", "uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedSumSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedSumTableName))
+		reducedSumSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
 		reducedSumSB.Where(reducedSumSB.Between("unix_milli", req.Start, req.End))
 		reducedSumSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates)")
 	}
@@ -1411,7 +1411,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 	if filterWhereClause != nil {
 		fingerprintSB := sqlbuilder.NewSelectBuilder()
 		fingerprintSB.Select("fingerprint")
-		fingerprintSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, localTsTable))
+		fingerprintSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTsTable))
 		fingerprintSB.Where(fingerprintSB.Between("unix_milli", start, end))
 		fingerprintSB.Where("NOT startsWith(metric_name, 'signoz')")
 		fingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
@@ -1423,7 +1423,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 		if reductionEnabled {
 			reducedFingerprintSB := sqlbuilder.NewSelectBuilder()
 			reducedFingerprintSB.Select("fingerprint")
-			reducedFingerprintSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedLocalTableName))
+			reducedFingerprintSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedLocalTableName))
 			reducedFingerprintSB.Where(reducedFingerprintSB.Between("unix_milli", start, end))
 			reducedFingerprintSB.Where("NOT startsWith(metric_name, 'signoz')")
 			reducedFingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
@@ -1457,12 +1457,12 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 		// Grand total includes reduced sample volume so percentages stay consistent.
 		reducedTotalLastSB := sqlbuilder.NewSelectBuilder()
 		reducedTotalLastSB.Select("uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedTotalLastSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedLastTableName))
+		reducedTotalLastSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedLastTableName))
 		reducedTotalLastSB.Where(reducedTotalLastSB.Between("unix_milli", req.Start, req.End))
 
 		reducedTotalSumSB := sqlbuilder.NewSelectBuilder()
 		reducedTotalSumSB.Select("uniq(reduced_fingerprint, unix_milli) AS cnt")
-		reducedTotalSumSB.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4ReducedSumTableName))
+		reducedTotalSumSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
 		reducedTotalSumSB.Where(reducedTotalSumSB.Between("unix_milli", req.Start, req.End))
 
 		reducedTotalSamplesSB := sqlbuilder.NewSelectBuilder()
@@ -1552,7 +1552,7 @@ func (m *module) getMetricDataPoints(ctx context.Context, metricName string) (ui
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("sum(count) AS data_points")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4Agg30mTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4Agg30mTableName))
 	sb.Where(sb.E("metric_name", metricName))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -1574,7 +1574,7 @@ func (m *module) getMetricLastReceived(ctx context.Context, metricName string) (
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("MAX(last_reported_unix_milli) AS last_received_time")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.E("metric_name", metricName))
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 
@@ -1599,7 +1599,7 @@ func (m *module) getTotalTimeSeriesForMetricName(ctx context.Context, metricName
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("uniq(fingerprint) AS time_series_count")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV41weekTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
 	sb.Where(sb.E("metric_name", metricName))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -1623,7 +1623,7 @@ func (m *module) getActiveTimeSeriesForMetricName(ctx context.Context, metricNam
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("uniq(fingerprint) AS active_time_series")
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4TableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4TableName))
 	sb.Where(sb.E("metric_name", metricName))
 	sb.Where(sb.GTE("unix_milli", milli))
 
@@ -1649,7 +1649,7 @@ func (m *module) fetchMetricAttributes(ctx context.Context, metricName string, s
 		"groupUniqArray(1000)(attr_string_value) AS values",
 		"uniq(attr_string_value) AS valueCount",
 	)
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.AttributesMetadataTableName))
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.E("metric_name", metricName))
 	sb.Where("NOT startsWith(attr_name, '__')")
 

pkg/modules/promote/implpromote/module.go

@@ -9,7 +9,7 @@ import (
 	schemamigrator "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/modules/promote"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
@@ -52,7 +52,7 @@ func (m *module) ListPromotedAndIndexedPaths(ctx context.Context) ([]promotetype
 
 	response := []promotetypes.PromotePath{}
 	for _, path := range promotedPaths {
-		fullPath := logstelemetryschema.BodyPromotedColumnPrefix + path
+		fullPath := telemetrylogs.BodyPromotedColumnPrefix + path
 		path = telemetrytypes.BodyJSONStringSearchPrefix + path
 		item := promotetypes.PromotePath{
 			Path:    path,
@@ -68,7 +68,7 @@ func (m *module) ListPromotedAndIndexedPaths(ctx context.Context) ([]promotetype
 
 	// add the paths that are not promoted but have indexes
 	for path, indexes := range aggr {
-		path := strings.TrimPrefix(path, logstelemetryschema.BodyV2ColumnPrefix)
+		path := strings.TrimPrefix(path, telemetrylogs.BodyV2ColumnPrefix)
 		path = telemetrytypes.BodyJSONStringSearchPrefix + path
 		response = append(response, promotetypes.PromotePath{
 			Path:    path,
@@ -108,8 +108,8 @@ func (m *module) createIndexes(ctx context.Context, indexes []schemamigrator.Ind
 
 	for _, index := range indexes {
 		alterStmt := schemamigrator.AlterTableAddIndex{
-			Database: logstelemetryschema.DBName,
-			Table:    logstelemetryschema.LogsV2LocalTableName,
+			Database: telemetrylogs.DBName,
+			Table:    telemetrylogs.LogsV2LocalTableName,
 			Index:    index,
 		}
 		op := alterStmt.OnCluster(m.telemetryStore.Cluster())
@@ -153,10 +153,10 @@ func (m *module) PromoteAndIndexPaths(
 			}
 		}
 		if len(it.Indexes) > 0 {
-			parentColumn := logstelemetryschema.LogsV2BodyV2Column
+			parentColumn := telemetrylogs.LogsV2BodyV2Column
 			// if the path is already promoted or is being promoted, add it to the promoted column
 			if _, promoted := existingPromotedPaths[it.Path]; promoted || it.Promote {
-				parentColumn = logstelemetryschema.LogsV2BodyPromotedColumn
+				parentColumn = telemetrylogs.LogsV2BodyPromotedColumn
 			}
 
 			for _, index := range it.Indexes {

pkg/modules/services/implservices/module.go

@@ -11,8 +11,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/modules/services"
 	"github.com/SigNoz/signoz/pkg/querier"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -39,7 +39,7 @@ func (m *module) FetchTopLevelOperations(ctx context.Context, start time.Time, s
 	ctx = m.withServicesContext(ctx, "FetchTopLevelOperations")
 
 	db := m.TelemetryStore.ClickhouseDB()
-	query := fmt.Sprintf("SELECT name, serviceName, max(time) as ts FROM %s.%s WHERE time >= @start", tracestelemetryschema.DBName, tracestelemetryschema.TopLevelOperationsTableName)
+	query := fmt.Sprintf("SELECT name, serviceName, max(time) as ts FROM %s.%s WHERE time >= @start", telemetrytraces.DBName, telemetrytraces.TopLevelOperationsTableName)
 	args := []any{clickhouse.Named("start", start)}
 	if len(services) > 0 {
 		query += " AND serviceName IN @services"

pkg/prometheus/clickhouseprometheusv2/capture.go

@@ -0,0 +1,85 @@
+package clickhouseprometheusv2
+
+import (
+	"context"
+	"sync"
+
+	"github.com/SigNoz/signoz/pkg/prometheus"
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/storage"
+	"github.com/prometheus/prometheus/util/annotations"
+)
+
+// statementRecorder collects the statements a PromQL evaluation would run.
+// Safe for concurrent use: the engine may Select selectors concurrently.
+type statementRecorder struct {
+	mu         sync.Mutex
+	statements []prometheus.CapturedStatement
+}
+
+func (r *statementRecorder) record(query string, args []any) {
+	r.mu.Lock()
+	defer r.mu.Unlock()
+	r.statements = append(r.statements, prometheus.CapturedStatement{Query: query, Args: args})
+}
+
+func (r *statementRecorder) Statements() []prometheus.CapturedStatement {
+	r.mu.Lock()
+	defer r.mu.Unlock()
+	out := make([]prometheus.CapturedStatement, len(r.statements))
+	copy(out, r.statements)
+	return out
+}
+
+type captureQueryable struct {
+	client   *client
+	recorder *statementRecorder
+}
+
+func (c *captureQueryable) Querier(mint, maxt int64) (storage.Querier, error) {
+	return &captureQuerier{
+		querier:  querier{mint: mint, maxt: maxt, client: c.client},
+		recorder: c.recorder,
+	}, nil
+}
+
+// captureQuerier builds the same SQL as the live querier but records it and
+// returns no data. The fingerprint filter always takes the subquery form:
+// without executing the series lookup, the inline literal set is unknown.
+type captureQuerier struct {
+	querier
+	recorder *statementRecorder
+}
+
+func (c *captureQuerier) Select(ctx context.Context, _ bool, hints *storage.SelectHints, matchers ...*labels.Matcher) storage.SeriesSet {
+
+	start, end := c.window(hints)
+
+	samplesQuery, args, err := buildSamplesQuery(start, end, metricNamesFromMatchers(matchers), matchers, c.lastSamplePerStepFor(ctx, hints))
+	if err != nil {
+		return storage.ErrSeriesSet(err)
+	}
+	c.recorder.record(samplesQuery, args)
+
+	return storage.EmptySeriesSet()
+}
+
+func (c *captureQuerier) LabelValues(context.Context, string, *storage.LabelHints, ...*labels.Matcher) ([]string, annotations.Annotations, error) {
+	return nil, nil, nil
+}
+
+func (c *captureQuerier) LabelNames(context.Context, *storage.LabelHints, ...*labels.Matcher) ([]string, annotations.Annotations, error) {
+	return nil, nil, nil
+}
+
+// metricNamesFromMatchers extracts the statically known metric name, if any.
+// The live path derives names from the matched series; the capture path has
+// no execution results, so only a __name__ equality contributes.
+func metricNamesFromMatchers(matchers []*labels.Matcher) []string {
+	for _, m := range matchers {
+		if m.Name == metricNameLabel && m.Type == labels.MatchEqual && m.Value != "" {
+			return []string{m.Value}
+		}
+	}
+	return nil
+}

pkg/prometheus/clickhouseprometheusv2/client.go

@@ -0,0 +1,180 @@
+package clickhouseprometheusv2
+
+import (
+	"context"
+	"encoding/json"
+	"log/slog"
+	"math"
+	"slices"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/prometheus"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
+	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/prometheus/prometheus/model/labels"
+	promValue "github.com/prometheus/prometheus/model/value"
+)
+
+// seriesLookup holds a series lookup's result: matched fingerprints with
+// their labels, and the distinct metric names seen on them.
+type seriesLookup struct {
+	fingerprints map[uint64]labels.Labels
+	metricNames  []string
+}
+
+// client executes the series, samples and raw queries against ClickHouse.
+type client struct {
+	settings       factory.ScopedProviderSettings
+	telemetryStore telemetrystore.TelemetryStore
+	lookbackMs     int64
+}
+
+func newClient(settings factory.ScopedProviderSettings, telemetryStore telemetrystore.TelemetryStore, cfg prometheus.Config) *client {
+	lookback := cfg.LookbackDelta
+	if lookback <= 0 {
+		// Mirror the engine: promql defaults an unset lookback to 5m.
+		lookback = defaultLookbackDelta
+	}
+	return &client{
+		settings:       settings,
+		telemetryStore: telemetryStore,
+		lookbackMs:     lookback.Milliseconds(),
+	}
+}
+
+func (c *client) withContext(ctx context.Context, functionName string) context.Context {
+	return ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
+		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
+		instrumentationtypes.CodeNamespace:    "clickhouse-prometheus-v2",
+		instrumentationtypes.CodeFunctionName: functionName,
+	})
+}
+
+func (c *client) selectSeries(ctx context.Context, query string, args []any) (*seriesLookup, error) {
+	ctx = c.withContext(ctx, "selectSeries")
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	lookup := &seriesLookup{fingerprints: make(map[uint64]labels.Labels)}
+	names := make(map[string]struct{})
+
+	var fingerprint uint64
+	var labelsJSON string
+	for rows.Next() {
+		if err := rows.Scan(&fingerprint, &labelsJSON); err != nil {
+			return nil, err
+		}
+		lset, err := unmarshalLabels(labelsJSON)
+		if err != nil {
+			return nil, err
+		}
+		lookup.fingerprints[fingerprint] = lset
+		if name := lset.Get(metricNameLabel); name != "" {
+			names[name] = struct{}{}
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+
+	for name := range names {
+		lookup.metricNames = append(lookup.metricNames, name)
+	}
+	slices.Sort(lookup.metricNames)
+
+	return lookup, nil
+}
+
+// unmarshalLabels parses the labels JSON column, dropping empty-valued
+// labels: empty means "absent" in Prometheus, but stored attribute JSON can
+// carry them.
+func unmarshalLabels(s string) (labels.Labels, error) {
+	m := make(map[string]string)
+	if err := json.Unmarshal([]byte(s), &m); err != nil {
+		return labels.EmptyLabels(), err
+	}
+	builder := labels.NewScratchBuilder(len(m))
+	for k, v := range m {
+		if v == "" {
+			continue
+		}
+		builder.Add(k, v)
+	}
+	builder.Sort()
+	return builder.Labels(), nil
+}
+
+// selectSamples assembles per-series sample slices from a samples query (raw
+// or last-sample-per-step; same column shape), whose rows arrive ordered by
+// (fingerprint, unix_milli). Fingerprints missing from the lookup are skipped:
+// the samples query's semi-join re-runs the series predicates and can match
+// series registered after the lookup ran — the lookup is the read snapshot.
+// Stale flags map to the engine's StaleNaN. Duplicate
+// timestamps pass through: uniqueness is ingest's job, and v1 feeds them to
+// the engine as-is over the same dirty data.
+func (c *client) selectSamples(ctx context.Context, query string, args []any, lookup *seriesLookup) ([]*series, error) {
+	ctx = c.withContext(ctx, "selectSamples")
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var (
+		result       []*series
+		current      *series
+		fingerprint  uint64
+		prevFp       uint64
+		timestampMs  int64
+		val          float64
+		flags        uint32
+		first        = true
+		haveCurrent  bool
+		staleMarker  = math.Float64frombits(promValue.StaleNaN)
+		unknownCount int
+	)
+
+	for rows.Next() {
+		if err := rows.Scan(&fingerprint, &timestampMs, &val, &flags); err != nil {
+			return nil, err
+		}
+
+		if first || fingerprint != prevFp {
+			first = false
+			prevFp = fingerprint
+			lset, ok := lookup.fingerprints[fingerprint]
+			if !ok {
+				unknownCount++
+				haveCurrent = false
+				continue
+			}
+			current = &series{lset: lset}
+			result = append(result, current)
+			haveCurrent = true
+		}
+		if !haveCurrent {
+			continue
+		}
+
+		if flags&1 == 1 {
+			val = staleMarker
+		}
+		current.ts = append(current.ts, timestampMs)
+		current.vs = append(current.vs, val)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+
+	if unknownCount > 0 {
+		c.settings.Logger().DebugContext(ctx, "skipped samples of fingerprints missing from series lookup",
+			slog.Int("unknown_fingerprints", unknownCount))
+	}
+
+	return result, nil
+}

pkg/prometheus/clickhouseprometheusv2/doc.go

@@ -0,0 +1,49 @@
+// Package clickhouseprometheusv2 is the second-generation ClickHouse-backed
+// Prometheus provider. It exists because the v1 provider fetches every raw
+// sample of a query's union window through the remote-read protobuf layer
+// and hands it to the engine — the cost is a function of ingested data, not
+// of the question asked. Here the stock promql engine evaluates over a
+// native storage.Querier: no translation layer, per-selector fetch windows,
+// and fetch reductions that are provably invisible to the engine. Every
+// reduction either preserves engine semantics exactly or is not performed.
+//
+// # Series lookup
+//
+// Matchers resolve to series once per selector (selectSeries) against the
+// time-series tables, which hold one row per (fingerprint, bucket) at
+// 1h/6h/1d/1w granularities; timeSeriesTableFor picks the table whose bucket
+// fits the window and rounds the window start down to the bucket boundary.
+// How matchers become SQL, and why regexes are anchored, is documented at
+// applySeriesConditions. Empty-valued labels come off at this boundary: an
+// empty value means "label absent" in Prometheus, but stored attribute JSON
+// can carry them.
+//
+// # Sample fetch
+//
+// Samples are fetched per selector using the engine's per-selector hints,
+// not the query-wide union window, so foo / foo offset 1d reads two narrow
+// windows instead of the widest one twice. Instant selectors of
+// subquery-free queries fetch only the last sample per step bucket — see
+// lastSamplePerStep for the correctness argument — while range selectors
+// always fetch raw: every sample feeds the range function. Row assembly maps
+// stale flags to the engine's StaleNaN and merges series with identical
+// label sets (sortAndMerge), because the engine assumes storages never emit
+// duplicates.
+//
+// # Sharding
+//
+// samples_v4 and time_series_v4 (and all their rollups) shard on the same
+// key — cityHash64(env, temporality, metric_name, fingerprint) — so a
+// series' samples and catalog rows live on the same shard. The samples
+// fetch exploits that: it restricts by a shard-local series subquery, not a
+// GLOBAL broadcast of the matched set. Delta-temporality
+// series stay invisible to PromQL exactly as they are in v1: the rollout
+// gate is parity with v1, and a Delta stream fed to rate() as-if-cumulative
+// would be wrong, not just new.
+//
+// # Observability
+//
+// Every statement carries a log_comment with
+// code.namespace=clickhouse-prometheus-v2 and code.function.name naming the
+// call site, so this provider's work is attributable in system.query_log.
+package clickhouseprometheusv2

pkg/prometheus/clickhouseprometheusv2/provider.go

@@ -0,0 +1,72 @@
+package clickhouseprometheusv2
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/prometheus"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/prometheus/prometheus/storage"
+)
+
+// Provider ties the package together: its own engine and parser, and the
+// ClickHouse client behind the native storage.Querier. See the package
+// documentation for how the read path differs from v1. It is exported as a
+// concrete type — callers hold it directly, and an interface with a single
+// implementation would only hide that dependency.
+type Provider struct {
+	settings factory.ScopedProviderSettings
+	engine   *prometheus.Engine
+	parser   prometheus.Parser
+	client   *client
+}
+
+var (
+	_ prometheus.Prometheus        = (*Provider)(nil)
+	_ prometheus.StatementCapturer = (*Provider)(nil)
+)
+
+func NewFactory(telemetryStore telemetrystore.TelemetryStore) factory.ProviderFactory[prometheus.Prometheus, prometheus.Config] {
+	return factory.NewProviderFactory(factory.MustNewName("clickhousev2"), func(ctx context.Context, providerSettings factory.ProviderSettings, config prometheus.Config) (prometheus.Prometheus, error) {
+		return New(ctx, providerSettings, config, telemetryStore)
+	})
+}
+
+func New(_ context.Context, providerSettings factory.ProviderSettings, config prometheus.Config, telemetryStore telemetrystore.TelemetryStore) (*Provider, error) {
+	settings := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/pkg/prometheus/clickhouseprometheusv2")
+
+	engine := prometheus.NewEngine(settings.Logger(), config)
+	parser := prometheus.NewParser()
+	client := newClient(settings, telemetryStore, config)
+
+	return &Provider{
+		settings: settings,
+		engine:   engine,
+		parser:   parser,
+		client:   client,
+	}, nil
+}
+
+func (p *Provider) Engine() *prometheus.Engine {
+	return p.engine
+}
+
+func (p *Provider) Parser() prometheus.Parser {
+	return p.parser
+}
+
+func (p *Provider) Storage() storage.Queryable {
+	return p
+}
+
+func (p *Provider) Querier(mint, maxt int64) (storage.Querier, error) {
+	return &querier{mint: mint, maxt: maxt, client: p.client}, nil
+}
+
+// CapturingStorage implements prometheus.StatementCapturer: a storage that
+// records each selector's SQL without executing it, for the preview path.
+// A fresh recorder per call keeps concurrent dry-runs isolated.
+func (p *Provider) CapturingStorage() (storage.Queryable, prometheus.StatementRecorder) {
+	recorder := &statementRecorder{}
+	return &captureQueryable{client: p.client, recorder: recorder}, recorder
+}

pkg/prometheus/clickhouseprometheusv2/querier.go

@@ -0,0 +1,170 @@
+package clickhouseprometheusv2
+
+import (
+	"context"
+	"fmt"
+	"slices"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/prometheus"
+	"github.com/huandu/go-sqlbuilder"
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/storage"
+	"github.com/prometheus/prometheus/util/annotations"
+)
+
+// defaultLookbackDelta mirrors promql's default when the config leaves the
+// lookback unset; the engine and the storage must agree on it for
+// last-sample-per-step bucket anchoring.
+const defaultLookbackDelta = 5 * time.Minute
+
+// querier is a native storage.Querier over ClickHouse: Select builds SQL
+// directly from the matchers and hints, with no remote-read protobuf layer.
+type querier struct {
+	mint, maxt int64
+	client     *client
+}
+
+var _ storage.Querier = (*querier)(nil)
+
+func (q *querier) Select(ctx context.Context, sortSeries bool, hints *storage.SelectHints, matchers ...*labels.Matcher) storage.SeriesSet {
+	start, end := q.window(hints)
+
+	seriesQuery, seriesArgs, err := buildSeriesQuery(start, end, matchers)
+	if err != nil {
+		return storage.ErrSeriesSet(err)
+	}
+	lookup, err := q.client.selectSeries(ctx, seriesQuery, seriesArgs)
+	if err != nil {
+		return storage.ErrSeriesSet(err)
+	}
+	if len(lookup.fingerprints) == 0 {
+		return storage.EmptySeriesSet()
+	}
+
+	list, err := q.fetchSamples(ctx, start, end, matchers, lookup, q.lastSamplePerStepFor(ctx, hints))
+	if err != nil {
+		return storage.ErrSeriesSet(err)
+	}
+
+	// The engine assumes storages never emit duplicate label sets.
+	list = sortAndMerge(list)
+	return newSeriesSet(list)
+}
+
+func (q *querier) LabelValues(ctx context.Context, name string, hints *storage.LabelHints, matchers ...*labels.Matcher) ([]string, annotations.Annotations, error) {
+	sb := sqlbuilder.NewSelectBuilder()
+	if name == metricNameLabel {
+		sb.Select("DISTINCT metric_name AS value")
+	} else {
+		sb.Select(fmt.Sprintf("DISTINCT JSONExtractString(labels, %s) AS value", sb.Var(name)))
+	}
+	adjustedStart, table := timeSeriesTableFor(q.mint, q.maxt)
+	sb.From(fmt.Sprintf("%s.%s", databaseName, table))
+	if err := applySeriesConditions(sb, adjustedStart, q.maxt, matchers); err != nil {
+		return nil, nil, err
+	}
+	sb.Where("value != ''")
+	if hints != nil && hints.Limit > 0 {
+		sb.Limit(hints.Limit)
+	}
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	values, err := q.selectStrings(ctx, "LabelValues", query, args)
+	if err != nil {
+		return nil, nil, err
+	}
+	slices.Sort(values)
+	return values, nil, nil
+}
+
+func (q *querier) LabelNames(ctx context.Context, hints *storage.LabelHints, matchers ...*labels.Matcher) ([]string, annotations.Annotations, error) {
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("DISTINCT arrayJoin(JSONExtractKeys(labels)) AS name")
+	adjustedStart, table := timeSeriesTableFor(q.mint, q.maxt)
+	sb.From(fmt.Sprintf("%s.%s", databaseName, table))
+	if err := applySeriesConditions(sb, adjustedStart, q.maxt, matchers); err != nil {
+		return nil, nil, err
+	}
+	if hints != nil && hints.Limit > 0 {
+		sb.Limit(hints.Limit)
+	}
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	names, err := q.selectStrings(ctx, "LabelNames", query, args)
+	if err != nil {
+		return nil, nil, err
+	}
+	slices.Sort(names)
+	return names, nil, nil
+}
+
+func (q *querier) Close() error {
+	return nil
+}
+
+// window returns the per-selector fetch window from the hints (already
+// adjusted for offset, @, range and lookback); mint/maxt span the union of
+// all selectors and are the fallback.
+func (q *querier) window(hints *storage.SelectHints) (int64, int64) {
+	if hints != nil && hints.Start != 0 && hints.End != 0 && hints.Start <= hints.End {
+		return hints.Start, hints.End
+	}
+	return q.mint, q.maxt
+}
+
+// lastSamplePerStepFor decides whether the fetch can keep only the last
+// sample per step bucket (see lastSamplePerStep). Only instant selectors
+// (hints.Range == 0) of subquery-free queries qualify: range selectors need
+// every raw sample, and subquery selectors evaluate at the subquery's own
+// step while hints carry the top-level step — the subquery-free proof
+// arrives as QueryTraits in the context. The first evaluation timestamp is
+// recovered as hints.Start + lookback - 1ms, inverting how the engine
+// derives hints.Start.
+func (q *querier) lastSamplePerStepFor(ctx context.Context, hints *storage.SelectHints) *lastSamplePerStep {
+	if hints == nil || hints.Range != 0 || hints.Start <= 0 {
+		return nil
+	}
+	traits, ok := prometheus.QueryTraitsFromContext(ctx)
+	if !ok || !traits.SubqueryFree {
+		return nil
+	}
+	firstEval := hints.Start + q.client.lookbackMs - 1
+	if firstEval > hints.End {
+		// Defensive: never anchor a bucket past the window.
+		firstEval = hints.End
+	}
+	return &lastSamplePerStep{firstEvalMs: firstEval, stepMs: hints.Step}
+}
+
+// fetchSamples runs the samples query for the matched series (see
+// buildSamplesQuery).
+func (q *querier) fetchSamples(ctx context.Context, start, end int64, matchers []*labels.Matcher, lookup *seriesLookup, lastPerStep *lastSamplePerStep) ([]*series, error) {
+	query, args, err := buildSamplesQuery(start, end, lookup.metricNames, matchers, lastPerStep)
+	if err != nil {
+		return nil, err
+	}
+	return q.client.selectSamples(ctx, query, args, lookup)
+}
+
+func (q *querier) selectStrings(ctx context.Context, fn, query string, args []any) ([]string, error) {
+	ctx = q.client.withContext(ctx, fn)
+	rows, err := q.client.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var out []string
+	var v string
+	for rows.Next() {
+		if err := rows.Scan(&v); err != nil {
+			return nil, err
+		}
+		out = append(out, v)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	return out, nil
+}

pkg/prometheus/clickhouseprometheusv2/seriesset.go

@@ -0,0 +1,184 @@
+package clickhouseprometheusv2
+
+import (
+	"sort"
+
+	"github.com/prometheus/prometheus/model/histogram"
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/prometheus/prometheus/storage"
+	"github.com/prometheus/prometheus/tsdb/chunkenc"
+	"github.com/prometheus/prometheus/util/annotations"
+)
+
+// series is one time series with samples as parallel slices ordered by
+// timestamp. Deliberately not storage.NewListSeries: that boxes every sample
+// as an interface value, a per-sample allocation this fetch path exists to
+// avoid.
+type series struct {
+	lset labels.Labels
+	ts   []int64
+	vs   []float64
+}
+
+var _ storage.Series = (*series)(nil)
+
+func (s *series) Labels() labels.Labels {
+	return s.lset
+}
+
+func (s *series) Iterator(it chunkenc.Iterator) chunkenc.Iterator {
+	if fit, ok := it.(*floatIterator); ok {
+		fit.reset(s)
+		return fit
+	}
+	fit := &floatIterator{}
+	fit.reset(s)
+	return fit
+}
+
+// floatIterator implements chunkenc.Iterator over a series' sample slices.
+type floatIterator struct {
+	s *series
+	i int
+}
+
+var _ chunkenc.Iterator = (*floatIterator)(nil)
+
+func (it *floatIterator) reset(s *series) {
+	it.s = s
+	it.i = -1
+}
+
+func (it *floatIterator) Next() chunkenc.ValueType {
+	it.i++
+	if it.i >= len(it.s.ts) {
+		return chunkenc.ValNone
+	}
+	return chunkenc.ValFloat
+}
+
+func (it *floatIterator) Seek(t int64) chunkenc.ValueType { //nolint:govet // stdmethods flags io.Seeker; this is chunkenc.Iterator's Seek
+	if it.i < 0 {
+		it.i = 0
+	}
+	if it.i >= len(it.s.ts) {
+		return chunkenc.ValNone
+	}
+	// The current position, once valid, must not move backwards.
+	if it.s.ts[it.i] >= t {
+		return chunkenc.ValFloat
+	}
+	it.i += sort.Search(len(it.s.ts)-it.i, func(j int) bool {
+		return it.s.ts[it.i+j] >= t
+	})
+	if it.i >= len(it.s.ts) {
+		return chunkenc.ValNone
+	}
+	return chunkenc.ValFloat
+}
+
+func (it *floatIterator) At() (int64, float64) {
+	return it.s.ts[it.i], it.s.vs[it.i]
+}
+
+func (it *floatIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
+	return 0, nil
+}
+
+func (it *floatIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
+	return 0, nil
+}
+
+func (it *floatIterator) AtT() int64 {
+	return it.s.ts[it.i]
+}
+
+// AtST returns the current start timestamp; not tracked by this storage.
+func (it *floatIterator) AtST() int64 {
+	return 0
+}
+
+func (it *floatIterator) Err() error {
+	return nil
+}
+
+// seriesSet iterates a fully materialized, label-sorted list of series.
+type seriesSet struct {
+	series []*series
+	i      int
+}
+
+var _ storage.SeriesSet = (*seriesSet)(nil)
+
+func newSeriesSet(list []*series) *seriesSet {
+	return &seriesSet{series: list, i: -1}
+}
+
+func (s *seriesSet) Next() bool {
+	s.i++
+	return s.i < len(s.series)
+}
+
+func (s *seriesSet) At() storage.Series {
+	return s.series[s.i]
+}
+
+func (s *seriesSet) Err() error {
+	return nil
+}
+
+func (s *seriesSet) Warnings() annotations.Annotations {
+	return nil
+}
+
+// sortAndMerge orders series by label set and merges identical label sets
+// by timestamp (first sample wins ties): distinct fingerprints can carry
+// identical label sets, and the engine assumes storages never emit
+// duplicates.
+func sortAndMerge(list []*series) []*series {
+	if len(list) < 2 {
+		return list
+	}
+	sort.Slice(list, func(i, j int) bool {
+		return labels.Compare(list[i].lset, list[j].lset) < 0
+	})
+	out := list[:1]
+	for _, s := range list[1:] {
+		last := out[len(out)-1]
+		if labels.Compare(last.lset, s.lset) != 0 {
+			out = append(out, s)
+			continue
+		}
+		merged := mergeSamples(last, s)
+		out[len(out)-1] = merged
+	}
+	return out
+}
+
+func mergeSamples(a, b *series) *series {
+	ts := make([]int64, 0, len(a.ts)+len(b.ts))
+	vs := make([]float64, 0, len(a.ts)+len(b.ts))
+	i, j := 0, 0
+	for i < len(a.ts) && j < len(b.ts) {
+		switch {
+		case a.ts[i] < b.ts[j]:
+			ts = append(ts, a.ts[i])
+			vs = append(vs, a.vs[i])
+			i++
+		case a.ts[i] > b.ts[j]:
+			ts = append(ts, b.ts[j])
+			vs = append(vs, b.vs[j])
+			j++
+		default:
+			ts = append(ts, a.ts[i])
+			vs = append(vs, a.vs[i])
+			i++
+			j++
+		}
+	}
+	ts = append(ts, a.ts[i:]...)
+	vs = append(vs, a.vs[i:]...)
+	ts = append(ts, b.ts[j:]...)
+	vs = append(vs, b.vs[j:]...)
+	return &series{lset: a.lset, ts: ts, vs: vs}
+}

pkg/prometheus/clickhouseprometheusv2/sql.go

@@ -0,0 +1,164 @@
+package clickhouseprometheusv2
+
+import (
+	"fmt"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/huandu/go-sqlbuilder"
+	"github.com/prometheus/prometheus/model/labels"
+)
+
+// buildSeriesQuery renders the series lookup: one row per matched fingerprint
+// with its labels.
+func buildSeriesQuery(start, end int64, matchers []*labels.Matcher) (string, []any, error) {
+	adjustedStart, table := timeSeriesTableFor(start, end)
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("fingerprint", "any(labels)")
+	sb.From(fmt.Sprintf("%s.%s", databaseName, table))
+	if err := applySeriesConditions(sb, adjustedStart, end, matchers); err != nil {
+		return "", nil, err
+	}
+	sb.GroupBy("fingerprint")
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	return query, args, nil
+}
+
+// buildSamplesQuery renders the samples fetch for the matched series: a
+// semi-join re-runs the series predicates against the shard-local series
+// table (complete by fingerprint co-locality, see localTimeSeriesTable — a
+// GLOBAL broadcast would ship the matched set to every shard, and ClickHouse
+// materializes the subquery's set per shard before the scan, so it still
+// engages the fingerprint primary-key column). metricNames (observed on the
+// matched series when the selector had no __name__ equality) narrows the
+// primary-key scan. A non-nil lastPerStep groups to the last sample per
+// step bucket.
+func buildSamplesQuery(start, end int64, metricNames []string, matchers []*labels.Matcher, lastPerStep *lastSamplePerStep) (string, []any, error) {
+	sb := sqlbuilder.NewSelectBuilder()
+	if lastPerStep != nil {
+		// Aliases must not shadow source columns: ClickHouse resolves aliases
+		// in WHERE too, and "max(unix_milli) AS unix_milli" would put an
+		// aggregate into the WHERE clause (error 184).
+		sb.Select("fingerprint", "max(unix_milli) AS ts", "argMax(value, unix_milli) AS val", "argMax(flags, unix_milli) AS fl")
+	} else {
+		sb.Select("fingerprint", "unix_milli", "value", "flags")
+	}
+	sb.From(fmt.Sprintf("%s.%s", databaseName, distributedSamplesV4))
+
+	switch len(metricNames) {
+	case 0:
+		// No name constraint derivable; the primary-key prefix goes unused.
+	case 1:
+		sb.Where(sb.EQ("metric_name", metricNames[0]))
+	default:
+		sb.Where(sb.In("metric_name", sqlbuilder.List(metricNames)))
+	}
+	// Semantically redundant (the fingerprints already come from these
+	// temporalities) but engages the leading primary-key column.
+	sb.Where("temporality IN ['Cumulative', 'Unspecified']")
+	sub := sqlbuilder.NewSelectBuilder()
+	sub.Select("fingerprint")
+	adjustedStart, table := timeSeriesTableFor(start, end)
+	sub.From(fmt.Sprintf("%s.%s", databaseName, localTimeSeriesTable(table)))
+	if err := applySeriesConditions(sub, adjustedStart, end, matchers); err != nil {
+		return "", nil, err
+	}
+	sb.Where(sb.In("fingerprint", sub))
+	sb.Where(sb.GTE("unix_milli", start), sb.LTE("unix_milli", end))
+
+	if lastPerStep != nil {
+		sb.GroupBy("fingerprint")
+		if expr := lastPerStep.bucketExpr(); expr != "" {
+			sb.GroupBy(expr)
+		}
+		sb.OrderBy("fingerprint", "ts")
+	} else {
+		sb.OrderBy("fingerprint", "unix_milli")
+	}
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	return query, args, nil
+}
+
+// applySeriesConditions adds the WHERE conditions of a series table scan:
+// __name__ matchers (all four types) translate to the metric_name column,
+// every other matcher to a JSONExtractString condition on the labels column.
+// An equality matcher against "" matches series without the label, mirroring
+// PromQL, because JSONExtractString returns "" for missing keys. Regexes are
+// anchored: PromQL matchers match the whole value, ClickHouse match()
+// searches for a substring.
+func applySeriesConditions(sb *sqlbuilder.SelectBuilder, start, end int64, matchers []*labels.Matcher) error {
+	for _, m := range matchers {
+		if m.Name != metricNameLabel {
+			continue
+		}
+		switch m.Type {
+		case labels.MatchEqual:
+			sb.Where(sb.EQ("metric_name", m.Value))
+		case labels.MatchNotEqual:
+			sb.Where(sb.NE("metric_name", m.Value))
+		case labels.MatchRegexp:
+			sb.Where(fmt.Sprintf("match(metric_name, %s)", sb.Var(anchorRegex(m.Value))))
+		case labels.MatchNotRegexp:
+			sb.Where(fmt.Sprintf("NOT match(metric_name, %s)", sb.Var(anchorRegex(m.Value))))
+		default:
+			return errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported matcher type %q for __name__", m.Type)
+		}
+	}
+
+	sb.Where("temporality IN ['Cumulative', 'Unspecified']")
+	// Inclusive upper bound: registration rows are hour-floored (and 6h/1d/1w
+	// for the rollup tables) by the exporter, so a series first registered in
+	// the bucket starting exactly at `end` would otherwise be invisible while
+	// its samples (<= end) are in range.
+	sb.Where(sb.GTE("unix_milli", start), sb.LTE("unix_milli", end))
+
+	for _, m := range matchers {
+		if m.Name == metricNameLabel {
+			continue
+		}
+		switch m.Type {
+		case labels.MatchEqual:
+			sb.Where(fmt.Sprintf("JSONExtractString(labels, %s) = %s", sb.Var(m.Name), sb.Var(m.Value)))
+		case labels.MatchNotEqual:
+			sb.Where(fmt.Sprintf("JSONExtractString(labels, %s) != %s", sb.Var(m.Name), sb.Var(m.Value)))
+		case labels.MatchRegexp:
+			sb.Where(fmt.Sprintf("match(JSONExtractString(labels, %s), %s)", sb.Var(m.Name), sb.Var(anchorRegex(m.Value))))
+		case labels.MatchNotRegexp:
+			sb.Where(fmt.Sprintf("NOT match(JSONExtractString(labels, %s), %s)", sb.Var(m.Name), sb.Var(anchorRegex(m.Value))))
+		default:
+			return errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported matcher type %q", m.Type)
+		}
+	}
+
+	return nil
+}
+
+// anchorRegex turns a PromQL regex into its fully-anchored form (see
+// applySeriesConditions).
+func anchorRegex(v string) string {
+	return "^(?:" + v + ")$"
+}
+
+// lastSamplePerStep reduces an instant-selector fetch to the last sample of
+// each step bucket: bucket 0 is (start, firstEval], bucket i is
+// (firstEval+(i-1)·step, firstEval+i·step]. Anchoring buckets at the first
+// evaluation timestamp makes every bucket boundary an evaluation timestamp,
+// so a non-final sample of a bucket can never be the latest sample in any
+// (t-lookback, t] the engine resolves — the reduction is lossless. Real
+// timestamps are preserved, so the engine's own lookback and staleness
+// handling remain exact.
+type lastSamplePerStep struct {
+	firstEvalMs int64
+	stepMs      int64
+}
+
+func (t *lastSamplePerStep) bucketExpr() string {
+	if t.stepMs <= 0 {
+		// Instant query: a single evaluation at firstEval; one bucket.
+		return ""
+	}
+	return fmt.Sprintf(
+		"if(unix_milli <= %d, 0, intDiv(unix_milli - %d - 1, %d) + 1)",
+		t.firstEvalMs, t.firstEvalMs, t.stepMs,
+	)
+}

pkg/prometheus/clickhouseprometheusv2/sql_test.go

@@ -0,0 +1,139 @@
+package clickhouseprometheusv2
+
+import (
+	"testing"
+	"time"
+
+	"github.com/prometheus/prometheus/model/labels"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func mustMatcher(t *testing.T, mt labels.MatchType, name, value string) *labels.Matcher {
+	t.Helper()
+	m, err := labels.NewMatcher(mt, name, value)
+	require.NoError(t, err)
+	return m
+}
+
+func TestTimeSeriesTableFor(t *testing.T) {
+	base := time.Date(2026, 7, 10, 3, 27, 0, 0, time.UTC).UnixMilli()
+
+	tests := []struct {
+		name      string
+		span      time.Duration
+		wantTable string
+		roundTo   time.Duration
+	}{
+		{"under 6h uses hourly table", 2 * time.Hour, distributedTimeSeriesV4, time.Hour},
+		{"under 1d uses 6h table", 12 * time.Hour, distributedTimeSeriesV46hrs, 6 * time.Hour},
+		{"under 1w uses 1d table", 3 * 24 * time.Hour, distributedTimeSeriesV41day, 24 * time.Hour},
+		{"over 1w uses 1w table", 10 * 24 * time.Hour, distributedTimeSeriesV41week, 7 * 24 * time.Hour},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			start, table := timeSeriesTableFor(base, base+tt.span.Milliseconds())
+			assert.Equal(t, tt.wantTable, table)
+			assert.Zero(t, start%tt.roundTo.Milliseconds())
+			assert.LessOrEqual(t, start, base)
+		})
+	}
+}
+
+func TestBuildSeriesQuery(t *testing.T) {
+	start := int64(1_700_000_000_000)
+	end := start + time.Hour.Milliseconds()
+	// The series table window rounds down to the table's bucket boundary.
+	adjustedStart := start - (start % time.Hour.Milliseconds())
+
+	t.Run("equality name and label matchers", func(t *testing.T) {
+		query, args, err := buildSeriesQuery(start, end, []*labels.Matcher{
+			mustMatcher(t, labels.MatchEqual, "__name__", "http_requests_total"),
+			mustMatcher(t, labels.MatchEqual, "job", "api"),
+		})
+		require.NoError(t, err)
+		assert.Equal(t,
+			"SELECT fingerprint, any(labels) FROM signoz_metrics.distributed_time_series_v4 WHERE metric_name = ? AND temporality IN ['Cumulative', 'Unspecified'] AND unix_milli >= ? AND unix_milli <= ? AND JSONExtractString(labels, ?) = ? GROUP BY fingerprint",
+			query,
+		)
+		assert.Equal(t, []any{"http_requests_total", adjustedStart, end, "job", "api"}, args)
+	})
+
+	t.Run("regex matchers are anchored", func(t *testing.T) {
+		_, args, err := buildSeriesQuery(start, end, []*labels.Matcher{
+			mustMatcher(t, labels.MatchEqual, "__name__", "up"),
+			mustMatcher(t, labels.MatchRegexp, "instance", "prod.*"),
+			mustMatcher(t, labels.MatchNotRegexp, "env", "dev|test"),
+		})
+		require.NoError(t, err)
+		assert.Equal(t, []any{"up", adjustedStart, end, "instance", "^(?:prod.*)$", "env", "^(?:dev|test)$"}, args)
+	})
+
+	t.Run("regex name matcher uses metric_name column", func(t *testing.T) {
+		query, args, err := buildSeriesQuery(start, end, []*labels.Matcher{
+			mustMatcher(t, labels.MatchRegexp, "__name__", "node_cpu.*|node_memory.*"),
+		})
+		require.NoError(t, err)
+		assert.Contains(t, query, "match(metric_name, ?)")
+		assert.NotContains(t, query, "JSONExtractString")
+		assert.Equal(t, []any{"^(?:node_cpu.*|node_memory.*)$", adjustedStart, end}, args)
+	})
+
+	t.Run("no name matcher omits metric_name condition", func(t *testing.T) {
+		query, _, err := buildSeriesQuery(start, end, []*labels.Matcher{
+			mustMatcher(t, labels.MatchEqual, "job", "api"),
+		})
+		require.NoError(t, err)
+		assert.NotContains(t, query, "metric_name")
+	})
+}
+
+func TestBuildSamplesQuery(t *testing.T) {
+	start := int64(1_700_000_000_000)
+	end := start + time.Hour.Milliseconds()
+	adjustedStart := start - (start % time.Hour.Milliseconds())
+	matchers := []*labels.Matcher{
+		mustMatcher(t, labels.MatchEqual, "__name__", "up"),
+		mustMatcher(t, labels.MatchEqual, "job", "api"),
+	}
+
+	t.Run("raw fetch filters by a shard-local semi-join", func(t *testing.T) {
+		query, args, err := buildSamplesQuery(start, end, []string{"up"}, matchers, nil)
+		require.NoError(t, err)
+		assert.Contains(t, query, "fingerprint IN (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE ")
+		assert.NotContains(t, query, "GLOBAL IN")
+		assert.Contains(t, query, "ORDER BY fingerprint, unix_milli")
+		// Args follow placeholder order: samples metric name, the semi-join's
+		// series predicates, then the samples window bounds.
+		assert.Equal(t, []any{"up", "up", adjustedStart, end, "job", "api", start, end}, args)
+	})
+
+	t.Run("last-sample-per-step groups by step bucket anchored at first eval", func(t *testing.T) {
+		lastPerStep := &lastSamplePerStep{firstEvalMs: start + 299_999, stepMs: 60_000}
+		query, _, err := buildSamplesQuery(start, end, []string{"up"}, matchers, lastPerStep)
+		require.NoError(t, err)
+		assert.Contains(t, query, "argMax(value, unix_milli) AS val")
+		assert.Contains(t, query, "argMax(flags, unix_milli) AS fl")
+		assert.Contains(t, query, "GROUP BY fingerprint, if(unix_milli <= 1700000299999, 0, intDiv(unix_milli - 1700000299999 - 1, 60000) + 1)")
+		assert.Contains(t, query, "ORDER BY fingerprint, ts")
+		// Aliases must not shadow the source columns referenced in WHERE.
+		assert.NotContains(t, query, "AS unix_milli")
+		assert.NotContains(t, query, "AS value")
+		assert.NotContains(t, query, "AS flags")
+	})
+
+	t.Run("instant query keeps one bucket", func(t *testing.T) {
+		lastPerStep := &lastSamplePerStep{firstEvalMs: end, stepMs: 0}
+		query, _, err := buildSamplesQuery(start, end, []string{"up"}, matchers, lastPerStep)
+		require.NoError(t, err)
+		assert.Contains(t, query, "GROUP BY fingerprint ORDER BY fingerprint, ts")
+		assert.NotContains(t, query, "intDiv")
+	})
+
+	t.Run("multiple metric names from regex selector", func(t *testing.T) {
+		query, args, err := buildSamplesQuery(start, end, []string{"node_cpu", "node_memory"}, matchers, nil)
+		require.NoError(t, err)
+		assert.Contains(t, query, "metric_name IN (?, ?)")
+		assert.Equal(t, []any{"node_cpu", "node_memory", "up", adjustedStart, end, "job", "api", start, end}, args)
+	})
+}

pkg/prometheus/clickhouseprometheusv2/tables.go

@@ -0,0 +1,70 @@
+package clickhouseprometheusv2
+
+import "time"
+
+// TODO(srikanthccv): consolidate the metrics table names and the
+// window-to-table selection across the query builders (telemetrymetrics)
+// and the prometheus providers instead of each package carrying its own
+// copy.
+
+const (
+	// metricNameLabel is the reserved PromQL label holding the metric name.
+	metricNameLabel string = "__name__"
+
+	databaseName                 string = "signoz_metrics"
+	distributedTimeSeriesV4      string = "distributed_time_series_v4"
+	distributedTimeSeriesV46hrs  string = "distributed_time_series_v4_6hrs"
+	distributedTimeSeriesV41day  string = "distributed_time_series_v4_1day"
+	distributedTimeSeriesV41week string = "distributed_time_series_v4_1week"
+	distributedSamplesV4         string = "distributed_samples_v4"
+
+	localTimeSeriesV4      string = "time_series_v4"
+	localTimeSeriesV46hrs  string = "time_series_v4_6hrs"
+	localTimeSeriesV41day  string = "time_series_v4_1day"
+	localTimeSeriesV41week string = "time_series_v4_1week"
+)
+
+// localTimeSeriesTable maps a distributed time series table to its shard-local
+// table. Samples and time series shard on the same key
+// (cityHash64(env, temporality, metric_name, fingerprint)), so a query whose
+// top-level FROM is the distributed samples table can join or semi-join the
+// local time series table inside each shard: the shard rewrite runs the
+// subquery against the shard's own series rows, which are exactly the series
+// of the shard's samples. No broadcast, no initiator-side join.
+func localTimeSeriesTable(distributed string) string {
+	switch distributed {
+	case distributedTimeSeriesV46hrs:
+		return localTimeSeriesV46hrs
+	case distributedTimeSeriesV41day:
+		return localTimeSeriesV41day
+	case distributedTimeSeriesV41week:
+		return localTimeSeriesV41week
+	default:
+		return localTimeSeriesV4
+	}
+}
+
+var (
+	oneHourInMilliseconds  = time.Hour.Milliseconds()
+	sixHoursInMilliseconds = time.Hour.Milliseconds() * 6
+	oneDayInMilliseconds   = time.Hour.Milliseconds() * 24
+	oneWeekInMilliseconds  = time.Hour.Milliseconds() * 24 * 7
+)
+
+// timeSeriesTableFor returns the adjusted start and the time series table for
+// the window. Time series tables hold one row per (fingerprint, bucket), with
+// bucket granularities of 1h, 6h, 1d and 1w; the start is rounded down to the
+// bucket boundary so a window beginning mid-bucket still matches the bucket's
+// row.
+func timeSeriesTableFor(start, end int64) (int64, string) {
+	switch {
+	case end-start < sixHoursInMilliseconds:
+		return start - (start % oneHourInMilliseconds), distributedTimeSeriesV4
+	case end-start < oneDayInMilliseconds:
+		return start - (start % sixHoursInMilliseconds), distributedTimeSeriesV46hrs
+	case end-start < oneWeekInMilliseconds:
+		return start - (start % oneDayInMilliseconds), distributedTimeSeriesV41day
+	default:
+		return start - (start % oneWeekInMilliseconds), distributedTimeSeriesV41week
+	}
+}

pkg/prometheus/traits.go

@@ -0,0 +1,49 @@
+package prometheus
+
+import (
+	"context"
+
+	"github.com/prometheus/prometheus/promql/parser"
+)
+
+type queryTraitsKey struct{}
+
+// QueryTraits carries per-query facts a storage implementation cannot derive
+// from SelectHints alone. Call sites that parse the PromQL expression attach
+// traits to the context before handing it to the engine; storages treat a
+// missing traits value as "unknown" and stay conservative.
+type QueryTraits struct {
+	// SubqueryFree is true when the query contains no subquery expression.
+	// Subquery selectors are evaluated at the subquery's own step, but
+	// SelectHints.Step always carries the top-level step, so step-aligned
+	// storage optimizations (e.g. keeping only the last sample per step
+	// bucket) are safe only when this is true.
+	SubqueryFree bool
+}
+
+// DetectQueryTraits derives QueryTraits from a parsed PromQL expression.
+func DetectQueryTraits(expr parser.Expr) QueryTraits {
+	subqueryFree := true
+	parser.Inspect(expr, func(node parser.Node, _ []parser.Node) error {
+		if _, ok := node.(*parser.SubqueryExpr); ok {
+			subqueryFree = false
+		}
+		return nil
+	})
+	return QueryTraits{SubqueryFree: subqueryFree}
+}
+
+// NewContextWithQueryTraits returns a context carrying the given traits.
+func NewContextWithQueryTraits(ctx context.Context, traits QueryTraits) context.Context {
+	return context.WithValue(ctx, queryTraitsKey{}, traits)
+}
+
+// QueryTraitsFromContext returns the traits attached to ctx, if any.
+//
+// Context is used here, unlike for backend selection, because traits must
+// cross the promql engine to reach storage.Querier.Select, and the engine's
+// interfaces offer no other channel; the alternative is a Prometheus fork.
+func QueryTraitsFromContext(ctx context.Context) (QueryTraits, bool) {
+	traits, ok := ctx.Value(queryTraitsKey{}).(QueryTraits)
+	return traits, ok
+}

pkg/querier/api.go

@@ -22,13 +22,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/variables"
 )
 
-type Handler interface {
-	QueryRange(rw http.ResponseWriter, req *http.Request)
-	QueryRangePreview(rw http.ResponseWriter, req *http.Request)
-	QueryRawStream(rw http.ResponseWriter, req *http.Request)
-	ReplaceVariables(rw http.ResponseWriter, req *http.Request)
-}
-
 type handler struct {
 	set       factory.ProviderSettings
 	analytics analytics.Analytics
@@ -249,7 +242,7 @@ func (handler *handler) ReplaceVariables(rw http.ResponseWriter, req *http.Reque
 	errs := []error{}
 
 	for idx, item := range queryRangeRequest.CompositeQuery.Queries {
-		if item.Type == qbtypes.QueryTypeBuilder || item.Type == qbtypes.QueryTypeBuilderAI {
+		if item.Type == qbtypes.QueryTypeBuilder {
 			switch spec := item.Spec.(type) {
 			case qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]:
 				if spec.Filter != nil && spec.Filter.Expression != "" {

pkg/querier/bucket_cache.go

@@ -15,14 +15,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
-// BucketCache is the interface for bucket-based caching.
-type BucketCache interface {
-	// cached portion + list of gaps to fetch
-	GetMissRanges(ctx context.Context, orgID valuer.UUID, q qbtypes.Query, step qbtypes.Step) (cached *qbtypes.Result, missing []*qbtypes.TimeRange)
-	// store fresh buckets for future hits
-	Put(ctx context.Context, orgID valuer.UUID, q qbtypes.Query, step qbtypes.Step, fresh *qbtypes.Result)
-}
-
 // bucketCache implements the BucketCache interface.
 type bucketCache struct {
 	cache        cache.Cache

pkg/querier/builder_query.go

@@ -11,8 +11,8 @@ import (
 
 	"github.com/ClickHouse/clickhouse-go/v2"
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -277,12 +277,12 @@ func (q *builderQuery[T]) narrowWindowByTraceID(ctx context.Context, fromMS, toM
 		return fromMS, toMS, true, ""
 	}
 
-	traceIDs, found := tracestelemetryschema.ExtractTraceIDsFromFilter(q.spec.Filter.Expression)
+	traceIDs, found := telemetrytraces.ExtractTraceIDsFromFilter(q.spec.Filter.Expression)
 	if !found || len(traceIDs) == 0 {
 		return fromMS, toMS, true, ""
 	}
 
-	finder := tracestelemetryschema.NewTraceTimeRangeFinder(q.telemetryStore)
+	finder := telemetrytraces.NewTraceTimeRangeFinder(q.telemetryStore)
 	traceStart, traceEnd, exists, err := finder.GetTraceTimeRangeMulti(ctx, traceIDs)
 	if err != nil {
 		return fromMS, toMS, true, ""

pkg/querier/collect.go

@@ -6,18 +6,18 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 func (q *querier) Collect(ctx context.Context, _ valuer.UUID) (map[string]any, error) {
 	stats := make(map[string]any)
 
-	tracesTable := fmt.Sprintf("%s.%s", tracestelemetryschema.DBName, tracestelemetryschema.SpanIndexV3TableName)
-	logsTable := fmt.Sprintf("%s.%s", logstelemetryschema.DBName, logstelemetryschema.LogsV2TableName)
-	metricsTable := fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.SamplesV4TableName)
+	tracesTable := fmt.Sprintf("%s.%s", telemetrytraces.DBName, telemetrytraces.SpanIndexV3TableName)
+	logsTable := fmt.Sprintf("%s.%s", telemetrylogs.DBName, telemetrylogs.LogsV2TableName)
+	metricsTable := fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4TableName)
 
 	var (
 		traces           uint64

pkg/querier/config.go

@@ -9,6 +9,12 @@ import (
 
 const DefaultMaxConcurrentQueries = 8
 
+type SkipResourceFingerprint struct {
+	Enabled bool `yaml:"enabled" mapstructure:"enabled"`
+	// If count of fingerprint is above threshold, skip the fingerprint subquery and filter on main table instead.
+	Threshold uint64 `yaml:"threshold" mapstructure:"threshold"`
+}
+
 // Config represents the configuration for the querier.
 type Config struct {
 	// CacheTTL is the TTL for cached query results
@@ -17,6 +23,8 @@ type Config struct {
 	FluxInterval time.Duration `yaml:"flux_interval" mapstructure:"flux_interval"`
 	// MaxConcurrentQueries is the maximum number of concurrent queries for missing ranges
 	MaxConcurrentQueries int `yaml:"max_concurrent_queries" mapstructure:"max_concurrent_queries"`
+	// SkipResourceFingerprint configures when the resource fingerprint subquery is skipped in favor of main-table filtering.
+	SkipResourceFingerprint SkipResourceFingerprint `yaml:"skip_resource_fingerprint" mapstructure:"skip_resource_fingerprint"`
 	// LogTraceIDWindowPadding is the padding added to narrowed down timerange from trace summary to logs with trace_id filter.
 	LogTraceIDWindowPadding time.Duration `yaml:"log_trace_id_window_padding" mapstructure:"log_trace_id_window_padding"`
 }
@@ -31,7 +39,11 @@ func newConfig() factory.Config {
 		// Default values
 		CacheTTL:             168 * time.Hour,
 		FluxInterval:         5 * time.Minute,
-		MaxConcurrentQueries:    DefaultMaxConcurrentQueries,
+		MaxConcurrentQueries: DefaultMaxConcurrentQueries,
+		SkipResourceFingerprint: SkipResourceFingerprint{
+			Enabled:   false,
+			Threshold: 100000,
+		},
 		LogTraceIDWindowPadding: 5 * time.Minute,
 	}
 }
@@ -47,6 +59,9 @@ func (c Config) Validate() error {
 	if c.MaxConcurrentQueries <= 0 {
 		return errors.NewInvalidInputf(errors.CodeInvalidInput, "max_concurrent_queries must be positive, got %v", c.MaxConcurrentQueries)
 	}
+	if c.SkipResourceFingerprint.Enabled && c.SkipResourceFingerprint.Threshold == 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "skip_resource_fingerprint.threshold must be > 0 when enabled")
+	}
 	if c.LogTraceIDWindowPadding < 0 {
 		return errors.NewInvalidInputf(errors.CodeInvalidInput, "log_trace_id_window_padding must not be negative, got %v", c.LogTraceIDWindowPadding)
 	}

pkg/querier/interfaces.go

@@ -0,0 +1,35 @@
+package querier
+
+import (
+	"context"
+	"net/http"
+
+	"github.com/SigNoz/signoz/pkg/statsreporter"
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+// Querier interface defines the contract for querying data.
+type Querier interface {
+	QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest) (*qbtypes.QueryRangeResponse, error)
+	QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream)
+	statsreporter.StatsCollector
+	// QueryRangePreview validates and renders the queries without executing them.
+	QueryRangePreview(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, opts qbtypes.QueryRangePreviewOptions) (*qbtypes.QueryRangePreviewResponse, error)
+}
+
+// BucketCache is the interface for bucket-based caching.
+type BucketCache interface {
+	// cached portion + list of gaps to fetch
+	GetMissRanges(ctx context.Context, orgID valuer.UUID, q qbtypes.Query, step qbtypes.Step) (cached *qbtypes.Result, missing []*qbtypes.TimeRange)
+	// store fresh buckets for future hits
+	Put(ctx context.Context, orgID valuer.UUID, q qbtypes.Query, step qbtypes.Step, fresh *qbtypes.Result)
+}
+
+type Handler interface {
+	QueryRange(rw http.ResponseWriter, req *http.Request)
+	// QueryRangePreview is the dry-run endpoint: validate and render without executing.
+	QueryRangePreview(rw http.ResponseWriter, req *http.Request)
+	QueryRawStream(rw http.ResponseWriter, req *http.Request)
+	ReplaceVariables(rw http.ResponseWriter, req *http.Request)
+}

pkg/querier/preview.go

@@ -249,7 +249,6 @@ func (q *querier) buildPreviewProviders(
 func rendersStandaloneStatement(t qbtypes.QueryType) bool {
 	switch t {
 	case qbtypes.QueryTypeBuilder,
-		qbtypes.QueryTypeBuilderAI,
 		qbtypes.QueryTypePromQL,
 		qbtypes.QueryTypeClickHouseSQL,
 		qbtypes.QueryTypeTraceOperator:

pkg/querier/querier.go

@@ -21,7 +21,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/prometheus"
 	"github.com/SigNoz/signoz/pkg/query-service/utils"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statsreporter"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
@@ -36,15 +35,6 @@ var (
 	intervalWarn = "Query %s is requesting aggregation interval %v seconds, which is smaller than the minimum allowed interval of %v seconds for selected time range. Using the minimum instead"
 )
 
-// Querier interface defines the contract for querying data.
-type Querier interface {
-	QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest) (*qbtypes.QueryRangeResponse, error)
-	QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream)
-	statsreporter.StatsCollector
-	// QueryRangePreview validates and renders the queries without executing them.
-	QueryRangePreview(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, opts qbtypes.QueryRangePreviewOptions) (*qbtypes.QueryRangePreviewResponse, error)
-}
-
 type querier struct {
 	logger                   *slog.Logger
 	fl                       flagger.Flagger
@@ -52,7 +42,6 @@ type querier struct {
 	metadataStore            telemetrytypes.MetadataStore
 	promEngine               prometheus.Prometheus
 	traceStmtBuilder         qbtypes.StatementBuilder[qbtypes.TraceAggregation]
-	aiTraceStmtBuilder       qbtypes.StatementBuilder[qbtypes.TraceAggregation]
 	logStmtBuilder           qbtypes.StatementBuilder[qbtypes.LogAggregation]
 	auditStmtBuilder         qbtypes.StatementBuilder[qbtypes.LogAggregation]
 	metricStmtBuilder        qbtypes.StatementBuilder[qbtypes.MetricAggregation]
@@ -72,7 +61,6 @@ func New(
 	metadataStore telemetrytypes.MetadataStore,
 	promEngine prometheus.Prometheus,
 	traceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	aiTraceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation],
 	logStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation],
 	auditStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation],
 	metricStmtBuilder qbtypes.StatementBuilder[qbtypes.MetricAggregation],
@@ -94,7 +82,6 @@ func New(
 		metadataStore:            metadataStore,
 		promEngine:               promEngine,
 		traceStmtBuilder:         traceStmtBuilder,
-		aiTraceStmtBuilder:       aiTraceStmtBuilder,
 		logStmtBuilder:           logStmtBuilder,
 		auditStmtBuilder:         auditStmtBuilder,
 		metricStmtBuilder:        metricStmtBuilder,
@@ -245,16 +232,6 @@ func (q *querier) buildQueries(
 			}
 			queries[traceOpQuery.Name] = toq
 			steps[traceOpQuery.Name] = traceOpQuery.StepInterval
-		case qbtypes.QueryTypeBuilderAI:
-			spec, ok := query.Spec.(qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation])
-			if !ok {
-				return nil, nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid AI builder query spec %T", query.Spec)
-			}
-			spec.ShiftBy = extractShiftFromBuilderQuery(spec)
-			timeRange := adjustTimeRangeForShift(spec, qbtypes.TimeRange{From: req.Start, To: req.End}, req.RequestType)
-			bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, q.aiTraceStmtBuilder, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
-			queries[spec.Name] = bq
-			steps[spec.Name] = spec.StepInterval
 		case qbtypes.QueryTypeBuilder:
 			switch spec := query.Spec.(type) {
 			case qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]:
@@ -321,11 +298,6 @@ func (q *querier) populateQBEvent(event *qbtypes.QBEvent, queries []qbtypes.Quer
 			case qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]:
 				event.MetricsUsed = true
 			}
-		case qbtypes.QueryTypeBuilderAI:
-			filter := query.GetFilter()
-			event.FilterApplied = event.FilterApplied || (filter != nil && filter.Expression != "")
-			event.GroupByApplied = event.GroupByApplied || len(query.GetGroupBy()) > 0
-			event.TracesUsed = true
 		case qbtypes.QueryTypePromQL:
 			event.MetricsUsed = true
 		case qbtypes.QueryTypeTraceOperator:
@@ -888,9 +860,7 @@ func (q *querier) createRangedQuery(_ valuer.UUID, originalQuery qbtypes.Query,
 		specCopy := qt.spec.Copy()
 		specCopy.ShiftBy = extractShiftFromBuilderQuery(specCopy)
 		adjustedTimeRange := adjustTimeRangeForShift(specCopy, timeRange, qt.kind)
-		// Reuse the statement builder the original query was created with, so an AI
-		// query keeps its AI builder without re-deriving it from the spec.
-		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, qt.stmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
+		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, q.traceStmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
 
 	case *builderQuery[qbtypes.LogAggregation]:
 		specCopy := qt.spec.Copy()
@@ -1247,8 +1217,6 @@ func (q *querier) adjustStepInterval(queries []qbtypes.QueryEnvelope, start, end
 			if qe.GetStepInterval().Seconds() == 0 {
 				qe.SetStepInterval(secondsStep(metricRecommended))
 			}
-		case qbtypes.QueryTypeBuilderAI:
-			clampStep(qe, traceLogRecommended, traceLogMin, &warnings)
 		case qbtypes.QueryTypeTraceOperator:
 			clampStep(qe, traceLogRecommended, traceLogMin, &warnings)
 		}

pkg/querier/querier_test.go

@@ -49,7 +49,6 @@ func TestQueryRange_MetricTypeMissing(t *testing.T) {
 		metadataStore,
 		nil,                // prometheus
 		nil,                // traceStmtBuilder
-		nil,                // aiTraceStmtBuilder
 		nil,                // logStmtBuilder
 		nil,                // auditStmtBuilder
 		nil,                // metricStmtBuilder
@@ -120,18 +119,17 @@ func TestQueryRange_MetricTypeFromStore(t *testing.T) {
 		providerSettings,
 		telemetryStore,
 		metadataStore,
-		nil, // prometheus
-		nil, // traceStmtBuilder
-		nil, // aiTraceStmtBuilder
-		nil, // logStmtBuilder
-		nil, // auditStmtBuilder
-		&mockMetricStmtBuilder{},
-		nil,                // meterStmtBuilder
-		nil,                // traceOperatorStmtBuilder
-		nil,                // bucketCache
-		flaggertest.New(t), // flagger
-		0,                  // logTraceIDWindowPadding
-		0,                  // maxConcurrentQueries
+		nil,                      // prometheus
+		nil,                      // traceStmtBuilder
+		nil,                      // logStmtBuilder
+		nil,                      // auditStmtBuilder
+		&mockMetricStmtBuilder{}, // metricStmtBuilder
+		nil,                      // meterStmtBuilder
+		nil,                      // traceOperatorStmtBuilder
+		nil,                      // bucketCache
+		flaggertest.New(t),       // flagger
+		0,                        // logTraceIDWindowPadding
+		0,                        // maxConcurrentQueries
 	)
 
 	req := &qbtypes.QueryRangeRequest{

pkg/querier/queriertest/querier.go

@@ -1,52 +0,0 @@
-package queriertest
-
-import (
-	"context"
-
-	"github.com/SigNoz/signoz/pkg/querier"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-// MockQuerier implements querier.Querier for testing. Each behavior can be
-// overridden via a function field; unset fields return empty, non-error values.
-type MockQuerier struct {
-	QueryRangeFunc        func(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest) (*qbtypes.QueryRangeResponse, error)
-	QueryRawStreamFunc    func(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream)
-	QueryRangePreviewFunc func(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, opts qbtypes.QueryRangePreviewOptions) (*qbtypes.QueryRangePreviewResponse, error)
-	CollectFunc           func(ctx context.Context, orgID valuer.UUID) (map[string]any, error)
-}
-
-var _ querier.Querier = (*MockQuerier)(nil)
-
-// NewMockQuerier creates a new MockQuerier.
-func NewMockQuerier() *MockQuerier {
-	return &MockQuerier{}
-}
-
-func (m *MockQuerier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest) (*qbtypes.QueryRangeResponse, error) {
-	if m.QueryRangeFunc != nil {
-		return m.QueryRangeFunc(ctx, orgID, req)
-	}
-	return &qbtypes.QueryRangeResponse{}, nil
-}
-
-func (m *MockQuerier) QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream) {
-	if m.QueryRawStreamFunc != nil {
-		m.QueryRawStreamFunc(ctx, orgID, req, client)
-	}
-}
-
-func (m *MockQuerier) QueryRangePreview(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, opts qbtypes.QueryRangePreviewOptions) (*qbtypes.QueryRangePreviewResponse, error) {
-	if m.QueryRangePreviewFunc != nil {
-		return m.QueryRangePreviewFunc(ctx, orgID, req, opts)
-	}
-	return &qbtypes.QueryRangePreviewResponse{}, nil
-}
-
-func (m *MockQuerier) Collect(ctx context.Context, orgID valuer.UUID) (map[string]any, error) {
-	if m.CollectFunc != nil {
-		return m.CollectFunc(ctx, orgID)
-	}
-	return map[string]any{}, nil
-}

pkg/querier/signozquerier/provider.go

@@ -3,56 +3,192 @@ package signozquerier
 import (
 	"context"
 
+	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/prometheus"
 	"github.com/SigNoz/signoz/pkg/querier"
+	"github.com/SigNoz/signoz/pkg/querybuilder"
+	"github.com/SigNoz/signoz/pkg/telemetryaudit"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymetadata"
+	"github.com/SigNoz/signoz/pkg/telemetrymeter"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 )
 
-// NewFactory creates a new factory for the signoz querier provider. The query
-// stack (metadata store, statement builders, bucket cache) is assembled once in
-// signoz.go and injected here.
+// NewFactory creates a new factory for the signoz querier provider.
 func NewFactory(
 	telemetryStore telemetrystore.TelemetryStore,
 	prometheus prometheus.Prometheus,
-	metadataStore telemetrytypes.MetadataStore,
-	traceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	aiTraceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	logStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation],
-	auditStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation],
-	metricStmtBuilder qbtypes.StatementBuilder[qbtypes.MetricAggregation],
-	meterStmtBuilder qbtypes.StatementBuilder[qbtypes.MetricAggregation],
-	traceOperatorStmtBuilder qbtypes.TraceOperatorStatementBuilder,
-	bucketCache querier.BucketCache,
+	cache cache.Cache,
 	flagger flagger.Flagger,
 ) factory.ProviderFactory[querier.Querier, querier.Config] {
 	return factory.NewProviderFactory(
 		factory.MustNewName("signoz"),
 		func(
-			_ context.Context,
+			ctx context.Context,
 			settings factory.ProviderSettings,
 			cfg querier.Config,
 		) (querier.Querier, error) {
-			return querier.New(
-				settings,
-				telemetryStore,
-				metadataStore,
-				prometheus,
-				traceStmtBuilder,
-				aiTraceStmtBuilder,
-				logStmtBuilder,
-				auditStmtBuilder,
-				metricStmtBuilder,
-				meterStmtBuilder,
-				traceOperatorStmtBuilder,
-				bucketCache,
-				flagger,
-				cfg.LogTraceIDWindowPadding,
-				cfg.MaxConcurrentQueries,
-			), nil
+			return newProvider(ctx, settings, cfg, telemetryStore, prometheus, cache, flagger)
 		},
 	)
 }
+
+func newProvider(
+	_ context.Context,
+	settings factory.ProviderSettings,
+	cfg querier.Config,
+	telemetryStore telemetrystore.TelemetryStore,
+	prometheus prometheus.Prometheus,
+	cache cache.Cache,
+	flagger flagger.Flagger,
+) (querier.Querier, error) {
+
+	// Create telemetry metadata store
+	telemetryMetadataStore := telemetrymetadata.NewTelemetryMetaStore(
+		settings,
+		telemetryStore,
+		telemetrytraces.DBName,
+		telemetrytraces.TagAttributesV2TableName,
+		telemetrytraces.SpanAttributesKeysTblName,
+		telemetrytraces.SpanIndexV3TableName,
+		telemetrymetrics.DBName,
+		telemetrymetrics.AttributesMetadataTableName,
+		telemetrymeter.DBName,
+		telemetrymeter.SamplesAgg1dTableName,
+		telemetrylogs.DBName,
+		telemetrylogs.LogsV2TableName,
+		telemetrylogs.TagAttributesV2TableName,
+		telemetrylogs.LogAttributeKeysTblName,
+		telemetrylogs.LogResourceKeysTblName,
+		telemetryaudit.DBName,
+		telemetryaudit.AuditLogsTableName,
+		telemetryaudit.TagAttributesTableName,
+		telemetryaudit.LogAttributeKeysTblName,
+		telemetryaudit.LogResourceKeysTblName,
+		telemetrymetadata.DBName,
+		telemetrymetadata.AttributesMetadataTableName,
+		telemetrymetadata.ColumnEvolutionMetadataTableName,
+		flagger,
+	)
+
+	// Create trace statement builder
+	traceFieldMapper := telemetrytraces.NewFieldMapper()
+	traceConditionBuilder := telemetrytraces.NewConditionBuilder(traceFieldMapper)
+
+	traceAggExprRewriter := querybuilder.NewAggExprRewriter(settings, nil, traceFieldMapper, traceConditionBuilder, flagger)
+	traceStmtBuilder := telemetrytraces.NewTraceQueryStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		traceFieldMapper,
+		traceConditionBuilder,
+		traceAggExprRewriter,
+		telemetryStore,
+		flagger,
+		cfg.SkipResourceFingerprint.Enabled,
+		cfg.SkipResourceFingerprint.Threshold,
+	)
+
+	// Create trace operator statement builder
+	traceOperatorStmtBuilder := telemetrytraces.NewTraceOperatorStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		traceFieldMapper,
+		traceConditionBuilder,
+		traceStmtBuilder,
+		traceAggExprRewriter,
+		flagger,
+	)
+
+	// Create log statement builder
+	logFieldMapper := telemetrylogs.NewFieldMapper(flagger)
+	logConditionBuilder := telemetrylogs.NewConditionBuilder(logFieldMapper, flagger)
+	logAggExprRewriter := querybuilder.NewAggExprRewriter(
+		settings,
+		telemetrylogs.DefaultFullTextColumn,
+		logFieldMapper,
+		logConditionBuilder,
+		flagger,
+	)
+	logStmtBuilder := telemetrylogs.NewLogQueryStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		logFieldMapper,
+		logConditionBuilder,
+		logAggExprRewriter,
+		telemetrylogs.DefaultFullTextColumn,
+		flagger,
+		telemetryStore,
+		cfg.SkipResourceFingerprint.Enabled,
+		cfg.SkipResourceFingerprint.Threshold,
+	)
+
+	// Create audit statement builder
+	auditFieldMapper := telemetryaudit.NewFieldMapper()
+	auditConditionBuilder := telemetryaudit.NewConditionBuilder(auditFieldMapper)
+	auditAggExprRewriter := querybuilder.NewAggExprRewriter(
+		settings,
+		telemetryaudit.DefaultFullTextColumn,
+		auditFieldMapper,
+		auditConditionBuilder,
+		flagger,
+	)
+	auditStmtBuilder := telemetryaudit.NewAuditQueryStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		auditFieldMapper,
+		auditConditionBuilder,
+		auditAggExprRewriter,
+		telemetryaudit.DefaultFullTextColumn,
+		flagger,
+	)
+
+	// Create metric statement builder
+	metricFieldMapper := telemetrymetrics.NewFieldMapper()
+	metricConditionBuilder := telemetrymetrics.NewConditionBuilder(metricFieldMapper)
+	metricStmtBuilder := telemetrymetrics.NewMetricQueryStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		metricFieldMapper,
+		metricConditionBuilder,
+		flagger,
+	)
+
+	// Create meter statement builder
+	meterStmtBuilder := telemetrymeter.NewMeterQueryStatementBuilder(
+		settings,
+		telemetryMetadataStore,
+		metricFieldMapper,
+		metricConditionBuilder,
+		metricStmtBuilder,
+	)
+
+	// Create bucket cache
+	bucketCache := querier.NewBucketCache(
+		settings,
+		cache,
+		cfg.CacheTTL,
+		cfg.FluxInterval,
+	)
+
+	// Create and return the querier
+	return querier.New(
+		settings,
+		telemetryStore,
+		telemetryMetadataStore,
+		prometheus,
+		traceStmtBuilder,
+		logStmtBuilder,
+		auditStmtBuilder,
+		metricStmtBuilder,
+		meterStmtBuilder,
+		traceOperatorStmtBuilder,
+		bucketCache,
+		flagger,
+		cfg.LogTraceIDWindowPadding,
+		cfg.MaxConcurrentQueries,
+	), nil
+}

pkg/query-service/rules/managertestfactory.go

@@ -18,14 +18,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/querier/signozquerier"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/sqlstore/sqlstoretest"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/aistatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/auditstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/logsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/meterstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/metricsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/tracesstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetrymetadata"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
 	"github.com/stretchr/testify/require"
@@ -113,25 +105,7 @@ func NewTestManager(t *testing.T, testOpts *TestManagerOptions) *Manager {
 	}
 
 	// Create querier with test values
-	metadataStore := telemetrymetadata.NewTelemetryMetaStore(providerSettings, telemetryStore, flagger)
-	cfg := statementbuilder.Config{}
-	ctx := context.Background()
-	traceStmtBuilder, err := tracesstatementbuilder.NewFactory(telemetryStore, metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	aiTraceStmtBuilder, err := aistatementbuilder.NewFactory(telemetryStore, metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	traceOperatorStmtBuilder, err := tracesstatementbuilder.NewOperatorFactory(telemetryStore, metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	logStmtBuilder, err := logsstatementbuilder.NewFactory(telemetryStore, metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	auditStmtBuilder, err := auditstatementbuilder.NewFactory(metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	metricStmtBuilder, err := metricsstatementbuilder.NewFactory(metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	meterStmtBuilder, err := meterstatementbuilder.NewFactory(metadataStore, flagger).New(ctx, providerSettings, cfg)
-	require.NoError(t, err)
-	bucketCache := querier.NewBucketCache(providerSettings, cache, 0, 0)
-	providerFactory := signozquerier.NewFactory(telemetryStore, prometheus, metadataStore, traceStmtBuilder, aiTraceStmtBuilder, logStmtBuilder, auditStmtBuilder, metricStmtBuilder, meterStmtBuilder, traceOperatorStmtBuilder, bucketCache, flagger)
+	providerFactory := signozquerier.NewFactory(telemetryStore, prometheus, cache, flagger)
 	mockQuerier, err := providerFactory.New(context.Background(), providerSettings, querier.Config{})
 	require.NoError(t, err)
 

pkg/query-service/rules/setups_test.go

@@ -8,11 +8,11 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querier"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/logsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/metricsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/tracesstatementbuilder"
+	"github.com/SigNoz/signoz/pkg/querybuilder"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
 	"github.com/stretchr/testify/require"
@@ -24,7 +24,7 @@ func prepareQuerierForMetrics(t *testing.T, telemetryStore telemetrystore.Teleme
 	providerSettings := instrumentationtest.New().ToProviderSettings()
 	metadataStore := telemetrytypestest.NewMockMetadataStore()
 
-	fl, err := flagger.New(
+	flagger, err := flagger.New(
 		context.Background(),
 		instrumentationtest.New().ToProviderSettings(),
 		flagger.Config{},
@@ -32,8 +32,15 @@ func prepareQuerierForMetrics(t *testing.T, telemetryStore telemetrystore.Teleme
 	)
 	require.NoError(t, err)
 
-	metricStmtBuilder, err := metricsstatementbuilder.NewFactory(metadataStore, fl).New(context.Background(), providerSettings, statementbuilder.Config{})
-	require.NoError(t, err)
+	metricFieldMapper := telemetrymetrics.NewFieldMapper()
+	metricConditionBuilder := telemetrymetrics.NewConditionBuilder(metricFieldMapper)
+	metricStmtBuilder := telemetrymetrics.NewMetricQueryStatementBuilder(
+		providerSettings,
+		metadataStore,
+		metricFieldMapper,
+		metricConditionBuilder,
+		flagger,
+	)
 
 	return querier.New(
 		providerSettings,
@@ -41,14 +48,13 @@ func prepareQuerierForMetrics(t *testing.T, telemetryStore telemetrystore.Teleme
 		metadataStore,
 		nil, // prometheus
 		nil, // traceStmtBuilder
-		nil, // aiTraceStmtBuilder
 		nil, // logStmtBuilder
 		nil, // auditStmtBuilder
 		metricStmtBuilder,
 		nil, // meterStmtBuilder
 		nil, // traceOperatorStmtBuilder
 		nil, // bucketCache
-		fl,
+		flagger,
 		0,
 		0, // maxConcurrentQueries (0 means default)
 	), metadataStore
@@ -67,22 +73,40 @@ func prepareQuerierForLogs(t *testing.T, telemetryStore telemetrystore.Telemetry
 	metadataStore.KeysMap = keysMap
 
 	fl := flaggertest.New(t)
-	logStmtBuilder, err := logsstatementbuilder.NewFactory(nil, metadataStore, fl).New(context.Background(), providerSettings, statementbuilder.Config{})
-	require.NoError(t, err)
+	logFieldMapper := telemetrylogs.NewFieldMapper(fl)
+	logConditionBuilder := telemetrylogs.NewConditionBuilder(logFieldMapper, fl)
+	logAggExprRewriter := querybuilder.NewAggExprRewriter(
+		providerSettings,
+		telemetrylogs.DefaultFullTextColumn,
+		logFieldMapper,
+		logConditionBuilder,
+		fl,
+	)
+	logStmtBuilder := telemetrylogs.NewLogQueryStatementBuilder(
+		providerSettings,
+		metadataStore,
+		logFieldMapper,
+		logConditionBuilder,
+		logAggExprRewriter,
+		telemetrylogs.DefaultFullTextColumn,
+		fl,
+		nil,
+		false,
+		100000,
+	)
 
 	return querier.New(
 		providerSettings,
 		telemetryStore,
 		metadataStore,
-		nil, // prometheus
-		nil, // traceStmtBuilder
-		nil, // aiTraceStmtBuilder
-		logStmtBuilder,
-		nil, // auditStmtBuilder
-		nil, // metricStmtBuilder
-		nil, // meterStmtBuilder
-		nil, // traceOperatorStmtBuilder
-		nil, // bucketCache
+		nil,            // prometheus
+		nil,            // traceStmtBuilder
+		logStmtBuilder, // logStmtBuilder
+		nil,            // auditStmtBuilder
+		nil,            // metricStmtBuilder
+		nil,            // meterStmtBuilder
+		nil,            // traceOperatorStmtBuilder
+		nil,            // bucketCache
 		fl,
 		5*time.Minute, // logTraceIDWindowPadding
 		0,             // maxConcurrentQueries (0 means default)
@@ -102,23 +126,36 @@ func prepareQuerierForTraces(t *testing.T, telemetryStore telemetrystore.Telemet
 	}
 	metadataStore.KeysMap = keysMap
 
+	// Create trace statement builder
+	traceFieldMapper := telemetrytraces.NewFieldMapper()
+	traceConditionBuilder := telemetrytraces.NewConditionBuilder(traceFieldMapper)
+
 	fl := flaggertest.New(t)
-	traceStmtBuilder, err := tracesstatementbuilder.NewFactory(telemetryStore, metadataStore, fl).New(context.Background(), providerSettings, statementbuilder.Config{})
-	require.NoError(t, err)
+	traceAggExprRewriter := querybuilder.NewAggExprRewriter(providerSettings, nil, traceFieldMapper, traceConditionBuilder, fl)
+	traceStmtBuilder := telemetrytraces.NewTraceQueryStatementBuilder(
+		providerSettings,
+		metadataStore,
+		traceFieldMapper,
+		traceConditionBuilder,
+		traceAggExprRewriter,
+		telemetryStore,
+		fl,
+		false,
+		100000,
+	)
 
 	return querier.New(
 		providerSettings,
 		telemetryStore,
 		metadataStore,
-		nil, // prometheus
-		traceStmtBuilder,
-		nil, // aiTraceStmtBuilder
-		nil, // logStmtBuilder
-		nil, // auditStmtBuilder
-		nil, // metricStmtBuilder
-		nil, // meterStmtBuilder
-		nil, // traceOperatorStmtBuilder
-		nil, // bucketCache
+		nil,              // prometheus
+		traceStmtBuilder, // traceStmtBuilder
+		nil,              // logStmtBuilder
+		nil,              // auditStmtBuilder
+		nil,              // metricStmtBuilder
+		nil,              // meterStmtBuilder
+		nil,              // traceOperatorStmtBuilder
+		nil,              // bucketCache
 		fl,
 		0,
 		0, // maxConcurrentQueries (0 means default)

pkg/querybuilder/filter_split.go

@@ -1,176 +0,0 @@
-package querybuilder
-
-import (
-	"strings"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	grammar "github.com/SigNoz/signoz/pkg/parser/filterquery/grammar"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/antlr4-go/antlr/v4"
-)
-
-// SplitFilterForAggregates partitions a single filter expression into a span-level
-// part (a WHERE over spans) and a trace-level part (a HAVING over per-trace
-// aggregates), splitting on the top-level AND.
-//
-// A key is trace-level when it carries the trace field context (`trace.completion_tokens`)
-// or, with no context, its bare name is in aggregateNames. Any other explicit context
-// (`span.`, `resource.`, …) is span-level. Trace-level and span-level keys may be
-// AND-combined (they run at different query stages) but not OR-combined; an OR that
-// mixes the two is an error.
-func SplitFilterForAggregates(query string, aggregateNames map[string]struct{}) (spanExpr string, havingExpr string, err error) {
-	if strings.TrimSpace(query) == "" {
-		return "", "", nil
-	}
-
-	tree, syntaxErrors := parseFilterQuery(query)
-	if len(syntaxErrors) > 0 {
-		combinedErrors := errors.Newf(
-			errors.TypeInvalidInput,
-			errors.CodeInvalidInput,
-			"Found %d syntax errors while parsing the filter expression.",
-			len(syntaxErrors),
-		)
-		additionals := make([]string, 0, len(syntaxErrors))
-		for _, syntaxError := range syntaxErrors {
-			if syntaxError.Error() != "" {
-				additionals = append(additionals, syntaxError.Error())
-			}
-		}
-		// TODO: add troubleshooting link to the filter query syntax guide once it's published.
-		return "", "", combinedErrors.WithAdditional(additionals...)
-	}
-
-	s := filterSplitter{query: []rune(query), aggregateNames: aggregateNames}
-	s.visit(tree)
-
-	if s.mixed {
-		return "", "", errors.NewInvalidInputf(errors.CodeInvalidInput,
-			"trace-level and span-level filters cannot be combined within an OR/NOT group; separate them with a top-level AND")
-	}
-	return strings.Join(s.span, " AND "), strings.Join(s.having, " AND "), nil
-}
-
-func parseFilterQuery(query string) (antlr.Tree, []*SyntaxErr) {
-	lexerErrorListener := NewErrorListener()
-	lexer := grammar.NewFilterQueryLexer(antlr.NewInputStream(query))
-	lexer.RemoveErrorListeners()
-	lexer.AddErrorListener(lexerErrorListener)
-
-	parserErrorListener := NewErrorListener()
-	parser := grammar.NewFilterQueryParser(antlr.NewCommonTokenStream(lexer, 0))
-	parser.RemoveErrorListeners()
-	parser.AddErrorListener(parserErrorListener)
-
-	tree := parser.Query()
-	return tree, append(lexerErrorListener.SyntaxErrors, parserErrorListener.SyntaxErrors...)
-}
-
-// filterSplitter walks the parse tree once, flattening the top-level AND chain and
-// routing each atom (a comparison, a NOT expression, or a whole multi-branch OR group)
-// to the span or having bucket by the class of the keys it references.
-type filterSplitter struct {
-	query          []rune
-	aggregateNames map[string]struct{}
-	span           []string
-	having         []string
-	mixed          bool
-}
-
-func (s *filterSplitter) visit(node antlr.Tree) {
-	switch n := node.(type) {
-	case *grammar.QueryContext:
-		if n.Expression() != nil {
-			s.visit(n.Expression())
-		}
-	case *grammar.ExpressionContext:
-		if n.OrExpression() != nil {
-			s.visit(n.OrExpression())
-		}
-	case *grammar.OrExpressionContext:
-		// a single branch is just an AND chain; multiple branches are a real OR, kept
-		// whole so a class-mixing OR can be rejected.
-		if ands := n.AllAndExpression(); len(ands) == 1 {
-			s.visit(ands[0])
-		} else {
-			s.route(n)
-		}
-	case *grammar.AndExpressionContext:
-		for _, u := range n.AllUnaryExpression() {
-			s.visit(u)
-		}
-	case *grammar.UnaryExpressionContext:
-		if n.NOT() != nil {
-			s.route(n)
-		} else if n.Primary() != nil {
-			s.visit(n.Primary())
-		}
-	case *grammar.PrimaryContext:
-		if n.OrExpression() != nil { // parenthesized sub-expression
-			s.visit(n.OrExpression())
-		} else {
-			s.route(n)
-		}
-	}
-}
-
-// route classifies an atom and appends its original source text to the right bucket.
-func (s *filterSplitter) route(atom antlr.ParserRuleContext) {
-	isTrace, isSpan := classifyKeys(atom, s.aggregateNames)
-	if isTrace && isSpan {
-		s.mixed = true
-		return
-	}
-	text := atomSourceText(s.query, atom)
-	// A multi-branch OR group's source slice excludes its enclosing parens (they belong
-	// to the parent Primary). Re-wrap it so rejoining a bucket with " AND " cannot invert
-	// OR/AND precedence, e.g. `a AND (b OR c)` must not flatten to `a AND b OR c`.
-	if or, ok := atom.(*grammar.OrExpressionContext); ok && len(or.AllAndExpression()) > 1 {
-		text = "(" + text + ")"
-	}
-	if isTrace {
-		s.having = append(s.having, text)
-	} else {
-		s.span = append(s.span, text)
-	}
-}
-
-// classifyKeys reports whether a subtree references trace-level and/or span-level keys.
-// A key is trace-level when it carries the trace field context or, with no context,
-// its name is a known aggregate; an unknown name under the trace context stays
-// trace-level so the aggregate validation rejects it with a targeted error. Any other
-// explicit context (`span.`, `resource.`, …) is span-level.
-func classifyKeys(node antlr.Tree, aggregateNames map[string]struct{}) (isTrace, isSpan bool) {
-	kc, ok := node.(*grammar.KeyContext)
-	if ok {
-		key := telemetrytypes.GetFieldKeyFromKeyText(kc.GetText())
-		switch key.FieldContext {
-		case telemetrytypes.FieldContextTrace:
-			isTrace = true
-		case telemetrytypes.FieldContextUnspecified:
-			_, isTrace = aggregateNames[key.Name]
-			isSpan = !isTrace
-		default:
-			isSpan = true
-		}
-		return
-	}
-	for i := 0; i < node.GetChildCount(); i++ {
-		t, s := classifyKeys(node.GetChild(i), aggregateNames)
-		isTrace = isTrace || t
-		isSpan = isSpan || s
-	}
-	return
-}
-
-// atomSourceText returns the original source substring for an atom, preserving
-// whitespace. The token stream drops skipped whitespace, which would glue word
-// operators (OR/AND/NOT) to their operands, so slice the input by token offsets.
-// ANTLR offsets are rune indices (InputStream holds []rune), hence the rune slice.
-func atomSourceText(query []rune, atom antlr.ParserRuleContext) string {
-	start, stop := atom.GetStart(), atom.GetStop()
-	if start == nil || stop == nil || start.GetStart() < 0 || stop.GetStop() >= len(query) || stop.GetStop() < start.GetStart() {
-		return atom.GetText()
-	}
-	return string(query[start.GetStart() : stop.GetStop()+1])
-}

pkg/querybuilder/filter_split_test.go

@@ -1,222 +0,0 @@
-package querybuilder
-
-import (
-	"testing"
-
-	"github.com/stretchr/testify/require"
-)
-
-func TestSplitFilterForAggregates(t *testing.T) {
-	agg := map[string]struct{}{"completion_tokens": {}, "span_count": {}, "prompt_tokens": {}}
-
-	type tc struct {
-		name    string
-		query   string
-		span    string // expected span-level (WHERE) part; "" => empty
-		having  string // expected trace-level (HAVING) part; "" => empty
-		wantErr bool
-	}
-
-	cases := []tc{
-		// --- empty input ---------------------------------------------------------
-		{
-			name: "empty",
-		},
-		{
-			name:  "whitespace only",
-			query: "   ",
-		},
-
-		// --- single class --------------------------------------------------------
-		{
-			name:  "span only",
-			query: "service.name = 'x'",
-			span:  "service.name = 'x'",
-		},
-		{
-			name:   "agg only bare",
-			query:  "completion_tokens > 1000",
-			having: "completion_tokens > 1000",
-		},
-		{
-			// the user-facing `trace.` prefix marks a trace-level aggregate.
-			name:   "agg only trace prefix",
-			query:  "trace.completion_tokens > 1000",
-			having: "trace.completion_tokens > 1000",
-		},
-		{
-			// an unknown name under the trace context still routes trace-level, so the
-			// aggregate validation rejects it with a targeted error instead of the span
-			// path failing on an unknown field.
-			name:   "unknown aggregate under trace context stays trace-level",
-			query:  "trace.not_an_aggregate > 1000",
-			having: "trace.not_an_aggregate > 1000",
-		},
-
-		{
-			// ANTLR token offsets are rune indices; slicing must not shift after a
-			// multi-byte char (this used to truncate 1000 → 100).
-			name:   "unicode value before the split",
-			query:  "service.name = 'héllo' AND completion_tokens > 1000",
-			span:   "service.name = 'héllo'",
-			having: "completion_tokens > 1000",
-		},
-
-		// --- top-level AND splits across the two buckets -------------------------
-		{
-			name:   "span AND agg",
-			query:  "service.name = 'x' AND completion_tokens > 1000",
-			span:   "service.name = 'x'",
-			having: "completion_tokens > 1000",
-		},
-		{
-			// order within a bucket is preserved; the two span atoms join with AND.
-			name:   "span AND span AND agg",
-			query:  "service.name = 'x' AND kind_string = 'Internal' AND completion_tokens > 1000",
-			span:   "service.name = 'x' AND kind_string = 'Internal'",
-			having: "completion_tokens > 1000",
-		},
-		{
-			// a parenthesized top-level AND still splits across the two buckets.
-			name:   "parenthesized span AND agg",
-			query:  "(service.name = 'x' AND completion_tokens > 1000)",
-			span:   "service.name = 'x'",
-			having: "completion_tokens > 1000",
-		},
-
-		// --- OR groups are re-wrapped in parens so a later AND-join can't invert
-		//     precedence (`a AND (b OR c)` must not flatten to `a AND b OR c`) ------
-		{
-			name:   "agg OR agg",
-			query:  "completion_tokens > 1000 OR span_count > 3",
-			having: "(completion_tokens > 1000 OR span_count > 3)",
-		},
-		{
-			name:  "span OR span",
-			query: "service.name = 'x' OR kind_string = 'Internal'",
-			span:  "(service.name = 'x' OR kind_string = 'Internal')",
-		},
-		{
-			name:  "span AND (span OR span)",
-			query: "service.name = 'x' AND (kind_string = 'Internal' OR kind_string = 'Client')",
-			span:  "service.name = 'x' AND (kind_string = 'Internal' OR kind_string = 'Client')",
-		},
-		{
-			name:   "agg AND (agg OR agg)",
-			query:  "prompt_tokens > 5 AND (completion_tokens > 1000 OR span_count > 3)",
-			having: "prompt_tokens > 5 AND (completion_tokens > 1000 OR span_count > 3)",
-		},
-		{
-			// the OR group routes to span, the trailing aggregate to having.
-			name:   "span AND (span OR span) AND agg",
-			query:  "a.b = 'x' AND (c.d = 'y' OR e.f = 'z') AND completion_tokens > 1000",
-			span:   "a.b = 'x' AND (c.d = 'y' OR e.f = 'z')",
-			having: "completion_tokens > 1000",
-		},
-
-		// --- a nested AND group flattens across the buckets (no spurious parens) --
-		{
-			name:   "(span AND agg) AND agg",
-			query:  "(service.name = 'x' AND completion_tokens > 1000) AND prompt_tokens > 5",
-			span:   "service.name = 'x'",
-			having: "completion_tokens > 1000 AND prompt_tokens > 5",
-		},
-
-		// --- NOT wrapping a single-class group is routed whole to that class ------
-		{
-			name:   "not agg",
-			query:  "NOT (completion_tokens > 1000)",
-			having: "NOT (completion_tokens > 1000)",
-		},
-		{
-			name:  "not span",
-			query: "NOT (service.name = 'x')",
-			span:  "NOT (service.name = 'x')",
-		},
-
-		// --- an explicit non-trace context escapes the aggregate-alias shadow -----
-		{
-			// a span attribute named like an aggregate stays reachable via `attribute.`.
-			name:  "attribute prefix on aggregate name routes span-level",
-			query: "attribute.completion_tokens > 5",
-			span:  "attribute.completion_tokens > 5",
-		},
-		{
-			name:  "span prefix on aggregate name routes span-level",
-			query: "span.completion_tokens > 5",
-			span:  "span.completion_tokens > 5",
-		},
-		{
-			name:   "prefixed attribute AND bare aggregate split across buckets",
-			query:  "attribute.completion_tokens > 5 AND completion_tokens > 1000",
-			span:   "attribute.completion_tokens > 5",
-			having: "completion_tokens > 1000",
-		},
-
-		// --- class-mixing is rejected in an OR group, a NOT group, or a nested OR -
-		{
-			name:    "agg OR span rejected",
-			query:   "completion_tokens > 1000 OR service.name = 'x'",
-			wantErr: true,
-		},
-		{
-			name:    "not mixed rejected",
-			query:   "NOT (completion_tokens > 1000 AND service.name = 'x')",
-			wantErr: true,
-		},
-		{
-			name:    "span AND (agg OR span) rejected",
-			query:   "service.name = 'x' AND (completion_tokens > 1000 OR kind_string = 'Client')",
-			wantErr: true,
-		},
-
-		// --- syntax errors are rejected, not silently dropped by error recovery ---
-		{
-			// recovery would yield an empty tree → both buckets empty → filter ignored.
-			name:    "lone paren rejected",
-			query:   ")",
-			wantErr: true,
-		},
-		{
-			name:    "unbalanced parens rejected",
-			query:   "((",
-			wantErr: true,
-		},
-		{
-			name:    "bare operator rejected",
-			query:   "AND",
-			wantErr: true,
-		},
-		{
-			// lexer-level error: recovery drops the whole expression.
-			name:    "unterminated quote rejected",
-			query:   "'unterminated",
-			wantErr: true,
-		},
-		{
-			// recovery would drop only the malformed atom and keep the rest — a
-			// partially applied filter with no error.
-			name:    "garbage atom alongside valid agg rejected",
-			query:   ") AND completion_tokens > 5",
-			wantErr: true,
-		},
-		{
-			name:    "missing value rejected",
-			query:   "completion_tokens >",
-			wantErr: true,
-		},
-	}
-
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			span, having, err := SplitFilterForAggregates(c.query, agg)
-			if c.wantErr {
-				require.Error(t, err)
-				return
-			}
-			require.NoError(t, err)
-			require.Equal(t, c.span, span, "span part")
-			require.Equal(t, c.having, having, "having part")
-		})
-	}
-}

pkg/querybuilder/having_rewriter.go

@@ -18,19 +18,6 @@ func NewHavingExpressionRewriter() *HavingExpressionRewriter {
 	}
 }
 
-// Rewrite rewrites and validates a HAVING expression against a caller-supplied
-// column map (user-facing name -> SQL identifier/expression). Values are inlined, so
-// the result is a bare SQL boolean expression with no bound args. Used by callers
-// that project their own aggregate columns (e.g. the AI trace list) rather than the
-// query's Aggregations.
-func (r *HavingExpressionRewriter) Rewrite(expression string, columnMap map[string]string) (string, error) {
-	if len(strings.TrimSpace(expression)) == 0 {
-		return "", nil
-	}
-	r.columnMap = columnMap
-	return r.rewriteAndValidate(expression)
-}
-
 // RewriteForTraces rewrites and validates the HAVING expression for a traces query.
 func (r *HavingExpressionRewriter) RewriteForTraces(expression string, aggregations []qbtypes.TraceAggregation) (string, error) {
 	if len(strings.TrimSpace(expression)) == 0 {

pkg/querybuilder/query_range_resources.go

@@ -82,10 +82,6 @@ func resourcesForQuery(query gjson.Result, variables map[string]qbtypes.Variable
 	switch queryType {
 	case qbtypes.QueryTypeBuilder.StringValue(), qbtypes.QueryTypeSubQuery.StringValue():
 		return resourcesForBuilderQuery(queryType, query.Get("spec"), variables)
-	case qbtypes.QueryTypeBuilderAI.StringValue():
-		// An AI builder query is always a traces query; the signal is implied by the
-		// type (and may be absent from the payload), so pin the resource directly.
-		return builderQueryResourceRefs(queryType, coretypes.ResourceTelemetryResourceTraces, query.Get("spec"), variables)
 	case qbtypes.QueryTypePromQL.StringValue():
 		return []coretypes.ResourceWithID{{Resource: coretypes.ResourceTelemetryResourceMetrics, ID: typeWildcard}}, nil
 	case qbtypes.QueryTypeClickHouseSQL.StringValue():
@@ -107,10 +103,7 @@ func resourcesForBuilderQuery(queryType string, spec gjson.Result, variables map
 	if err != nil {
 		return nil, err
 	}
-	return builderQueryResourceRefs(queryType, resource, spec, variables)
-}
 
-func builderQueryResourceRefs(queryType string, resource coretypes.Resource, spec gjson.Result, variables map[string]qbtypes.VariableItem) ([]coretypes.ResourceWithID, error) {
 	ids, err := builderQuerySelectors(queryType, spec.Get("filter.expression").String(), variables)
 	if err != nil {
 		return nil, err

pkg/querybuilder/query_range_resources_test.go

@@ -92,20 +92,6 @@ func TestQueryRangeResources(t *testing.T) {
 				{Resource: coretypes.ResourceTelemetryResourceAuditLogs, ID: "builder_query/signoz.workspace.key.id/a"},
 			},
 		},
-		{
-			name: "ai builder query maps to traces resource without a signal",
-			body: `{"compositeQuery":{"queries":[{"type":"builder_ai_query","spec":{"filter":{"expression":"signoz.workspace.key.id = 'checkout'"}}}]}}`,
-			expected: []coretypes.ResourceWithID{
-				{Resource: coretypes.ResourceTelemetryResourceTraces, ID: "builder_ai_query/signoz.workspace.key.id/checkout"},
-			},
-		},
-		{
-			name: "ai builder query without filter is wildcard",
-			body: `{"compositeQuery":{"queries":[{"type":"builder_ai_query","spec":{}}]}}`,
-			expected: []coretypes.ResourceWithID{
-				{Resource: coretypes.ResourceTelemetryResourceTraces, ID: "builder_ai_query/*"},
-			},
-		},
 		{
 			name: "promql is wildcard only",
 			body: `{"compositeQuery":{"queries":[{"type":"promql","spec":{"query":"up"}}]}}`,

pkg/signoz/config.go

@@ -39,7 +39,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/sqlmigrator"
 	"github.com/SigNoz/signoz/pkg/sqlschema"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
 	"github.com/SigNoz/signoz/pkg/statsreporter"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/tokenizer"
@@ -98,9 +97,6 @@ type Config struct {
 	// Querier config
 	Querier querier.Config `mapstructure:"querier"`
 
-	// StatementBuilder config
-	StatementBuilder statementbuilder.Config `mapstructure:"statementbuilder"`
-
 	// Ruler config
 	Ruler ruler.Config `mapstructure:"ruler"`
 
@@ -170,7 +166,6 @@ func NewConfig(ctx context.Context, logger *slog.Logger, resolverConfig config.R
 		prometheus.NewConfigFactory(),
 		alertmanager.NewConfigFactory(),
 		querier.NewConfigFactory(),
-		statementbuilder.NewConfigFactory(),
 		ruler.NewConfigFactory(),
 		emailing.NewConfigFactory(),
 		sharder.NewConfigFactory(),

pkg/signoz/provider.go

@@ -69,8 +69,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/types/alertmanagertypes"
 	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/version"
 	"github.com/SigNoz/signoz/pkg/web"
 	"github.com/SigNoz/signoz/pkg/web/noopweb"
@@ -229,7 +227,6 @@ func NewSQLMigrationProviderFactories(
 		sqlmigration.NewAddTelemetryTuplesFactory(sqlstore),
 		sqlmigration.NewAddTagRelationRankFactory(sqlstore, sqlschema),
 		sqlmigration.NewMigrateDashboardsV1ToV2Factory(sqlstore, sqlschema, dashboardStore, tagModule),
-		sqlmigration.NewFillDashboardMeterSourceFactory(sqlstore, dashboardStore),
 	)
 }
 
@@ -288,9 +285,9 @@ func NewStatsReporterProviderFactories(aggregator statsreporter.Aggregator, orgG
 	)
 }
 
-func NewQuerierProviderFactories(telemetryStore telemetrystore.TelemetryStore, prometheus prometheus.Prometheus, metadataStore telemetrytypes.MetadataStore, traceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation], aiTraceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation], logStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation], auditStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation], metricStmtBuilder qbtypes.StatementBuilder[qbtypes.MetricAggregation], meterStmtBuilder qbtypes.StatementBuilder[qbtypes.MetricAggregation], traceOperatorStmtBuilder qbtypes.TraceOperatorStatementBuilder, bucketCache querier.BucketCache, flagger flagger.Flagger) factory.NamedMap[factory.ProviderFactory[querier.Querier, querier.Config]] {
+func NewQuerierProviderFactories(telemetryStore telemetrystore.TelemetryStore, prometheus prometheus.Prometheus, cache cache.Cache, flagger flagger.Flagger) factory.NamedMap[factory.ProviderFactory[querier.Querier, querier.Config]] {
 	return factory.MustNewNamedMap(
-		signozquerier.NewFactory(telemetryStore, prometheus, metadataStore, traceStmtBuilder, aiTraceStmtBuilder, logStmtBuilder, auditStmtBuilder, metricStmtBuilder, meterStmtBuilder, traceOperatorStmtBuilder, bucketCache, flagger),
+		signozquerier.NewFactory(telemetryStore, prometheus, cache, flagger),
 	)
 }
 

pkg/signoz/signoz.go

@@ -48,18 +48,16 @@ import (
 	"github.com/SigNoz/signoz/pkg/sqlmigrator"
 	"github.com/SigNoz/signoz/pkg/sqlschema"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/aistatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/auditstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/logsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/meterstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/metricsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/tracesstatementbuilder"
 	"github.com/SigNoz/signoz/pkg/statsreporter"
+	"github.com/SigNoz/signoz/pkg/telemetryaudit"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	"github.com/SigNoz/signoz/pkg/telemetrymetadata"
+	"github.com/SigNoz/signoz/pkg/telemetrymeter"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	pkgtokenizer "github.com/SigNoz/signoz/pkg/tokenizer"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/version"
 	"github.com/SigNoz/signoz/pkg/zeus"
@@ -98,67 +96,6 @@ type SigNoz struct {
 	MeterReporter          meterreporter.Reporter
 }
 
-// newQueryStack assembles the query stack once and returns, in order: the shared
-// telemetry metadata store (reused elsewhere in signoz.New), the per-signal
-// statement builders (trace, ai-trace, log, audit, metric, meter, trace-operator),
-// and the bucket cache. It is the only place that imports the concrete
-// statement-builder sub-packages.
-func newQueryStack(
-	ctx context.Context,
-	settings factory.ProviderSettings,
-	config Config,
-	telemetryStore telemetrystore.TelemetryStore,
-	cache cache.Cache,
-	fl flagger.Flagger,
-) (
-	telemetrytypes.MetadataStore,
-	qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	qbtypes.StatementBuilder[qbtypes.LogAggregation],
-	qbtypes.StatementBuilder[qbtypes.LogAggregation],
-	qbtypes.StatementBuilder[qbtypes.MetricAggregation],
-	qbtypes.StatementBuilder[qbtypes.MetricAggregation],
-	qbtypes.TraceOperatorStatementBuilder,
-	querier.BucketCache,
-	error,
-) {
-	metadataStore := telemetrymetadata.NewTelemetryMetaStore(settings, telemetryStore, fl)
-
-	cfg := config.StatementBuilder
-	traceStmtBuilder, err := tracesstatementbuilder.NewFactory(telemetryStore, metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	aiTraceStmtBuilder, err := aistatementbuilder.NewFactory(telemetryStore, metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	traceOperatorStmtBuilder, err := tracesstatementbuilder.NewOperatorFactory(telemetryStore, metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	logStmtBuilder, err := logsstatementbuilder.NewFactory(telemetryStore, metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	auditStmtBuilder, err := auditstatementbuilder.NewFactory(metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	metricStmtBuilder, err := metricsstatementbuilder.NewFactory(metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-	meterStmtBuilder, err := meterstatementbuilder.NewFactory(metadataStore, fl).New(ctx, settings, cfg)
-	if err != nil {
-		return nil, nil, nil, nil, nil, nil, nil, nil, nil, err
-	}
-
-	bucketCache := querier.NewBucketCache(settings, cache, config.Querier.CacheTTL, config.Querier.FluxInterval)
-
-	return metadataStore, traceStmtBuilder, aiTraceStmtBuilder, logStmtBuilder, auditStmtBuilder, metricStmtBuilder, meterStmtBuilder, traceOperatorStmtBuilder, bucketCache, nil
-}
-
 func New(
 	ctx context.Context,
 	config Config,
@@ -317,19 +254,12 @@ func New(
 		return nil, err
 	}
 
-	// Assemble the query stack (metadata store, statement builders, bucket cache) once,
-	// and reuse the single metadata store everywhere downstream.
-	telemetryMetadataStore, traceStmtBuilder, aiTraceStmtBuilder, logStmtBuilder, auditStmtBuilder, metricStmtBuilder, meterStmtBuilder, traceOperatorStmtBuilder, bucketCache, err := newQueryStack(ctx, providerSettings, config, telemetrystore, cache, flagger)
-	if err != nil {
-		return nil, err
-	}
-
 	// Initialize querier from the available querier provider factories
 	querier, err := factory.NewProviderFromNamedMap(
 		ctx,
 		providerSettings,
 		config.Querier,
-		NewQuerierProviderFactories(telemetrystore, prometheus, telemetryMetadataStore, traceStmtBuilder, aiTraceStmtBuilder, logStmtBuilder, auditStmtBuilder, metricStmtBuilder, meterStmtBuilder, traceOperatorStmtBuilder, bucketCache, flagger),
+		NewQuerierProviderFactories(telemetrystore, prometheus, cache, flagger),
 		config.Querier.Provider(),
 	)
 	if err != nil {
@@ -497,6 +427,35 @@ func New(
 		return nil, err
 	}
 
+	// Initialize telemetry metadata store
+	// TODO: consolidate other telemetrymetadata.NewTelemetryMetaStore initializations to reuse this instance instead.
+	telemetryMetadataStore := telemetrymetadata.NewTelemetryMetaStore(
+		providerSettings,
+		telemetrystore,
+		telemetrytraces.DBName,
+		telemetrytraces.TagAttributesV2TableName,
+		telemetrytraces.SpanAttributesKeysTblName,
+		telemetrytraces.SpanIndexV3TableName,
+		telemetrymetrics.DBName,
+		telemetrymetrics.AttributesMetadataTableName,
+		telemetrymeter.DBName,
+		telemetrymeter.SamplesAgg1dTableName,
+		telemetrylogs.DBName,
+		telemetrylogs.LogsV2TableName,
+		telemetrylogs.TagAttributesV2TableName,
+		telemetrylogs.LogAttributeKeysTblName,
+		telemetrylogs.LogResourceKeysTblName,
+		telemetryaudit.DBName,
+		telemetryaudit.AuditLogsTableName,
+		telemetryaudit.TagAttributesTableName,
+		telemetryaudit.LogAttributeKeysTblName,
+		telemetryaudit.LogResourceKeysTblName,
+		telemetrymetadata.DBName,
+		telemetrymetadata.AttributesMetadataTableName,
+		telemetrymetadata.ColumnEvolutionMetadataTableName,
+		flagger,
+	)
+
 	global, err := factory.NewProviderFromNamedMap(
 		ctx,
 		providerSettings,

pkg/sqlmigration/104_fill_dashboard_meter_source.go

@@ -1,159 +0,0 @@
-package sqlmigration
-
-import (
-	"context"
-	"log/slog"
-
-	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
-	qb "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/uptrace/bun"
-	"github.com/uptrace/bun/migrate"
-)
-
-// meterMetricNames are the SigNoz meter metrics; a metrics query aggregating one is a
-// meter query.
-var meterMetricNames = map[string]bool{
-	"signoz.meter.log.count":              true,
-	"signoz.meter.log.size":               true,
-	"signoz.meter.span.count":             true,
-	"signoz.meter.span.size":              true,
-	"signoz.meter.metric.datapoint.count": true,
-	"signoz.meter.platform.active":        true,
-}
-
-type fillDashboardMeterSource struct {
-	sqlstore       sqlstore.SQLStore
-	dashboardStore dashboardtypes.Store
-	settings       factory.ProviderSettings
-}
-
-func NewFillDashboardMeterSourceFactory(sqlstore sqlstore.SQLStore, dashboardStore dashboardtypes.Store) factory.ProviderFactory[SQLMigration, Config] {
-	return factory.NewProviderFactory(
-		factory.MustNewName("fill_dashboard_meter_source"),
-		func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
-			return &fillDashboardMeterSource{sqlstore: sqlstore, dashboardStore: dashboardStore, settings: ps}, nil
-		},
-	)
-}
-
-func (migration *fillDashboardMeterSource) Register(migrations *migrate.Migrations) error {
-	return migrations.Register(migration.Up, migration.Down)
-}
-
-// Up resets the meter source that 103 dropped when converting v1 meter queries to v2:
-// every metrics query aggregating a meter metric is set back to source "meter". One
-// transaction; v1 (unparseable-as-v2) dashboards are skipped.
-func (migration *fillDashboardMeterSource) Up(ctx context.Context, _ *bun.DB) error {
-	return migration.sqlstore.RunInTxCtx(ctx, nil, func(ctx context.Context) error {
-		var orgIDs []string
-		if err := migration.sqlstore.BunDBCtx(ctx).NewSelect().Model((*types.Organization)(nil)).Column("id").Scan(ctx, &orgIDs); err != nil {
-			return err
-		}
-
-		for _, id := range orgIDs {
-			orgID, err := valuer.NewUUID(id)
-			if err != nil {
-				return err
-			}
-			if err := migration.fillOrg(ctx, orgID); err != nil {
-				return err
-			}
-		}
-
-		return nil
-	})
-}
-
-// fillOrg fills the meter source on every v2 dashboard in the org that needs it. Runs
-// inside the caller's transaction.
-func (migration *fillDashboardMeterSource) fillOrg(ctx context.Context, orgID valuer.UUID) error {
-	// List, not ListV2: ListV2 paginates and excludes system dashboards; a migration needs every row.
-	storables, err := migration.dashboardStore.List(ctx, orgID)
-	if err != nil {
-		return err
-	}
-
-	logger := migration.settings.Logger
-	var stillInV1, skippedNoMeter, wouldMigrateButErrored, migrated int
-	for _, storable := range storables {
-		// ToDashboardV2 rejects non-v2 data, so v1 dashboards fall through untouched.
-		dashboard, err := storable.ToDashboardV2(nil)
-		if err != nil {
-			stillInV1++
-			continue
-		}
-		if !fillMeterSource(&dashboard.Spec) {
-			skippedNoMeter++
-			continue
-		}
-		restorable, err := dashboard.ToStorableDashboard()
-		if err != nil {
-			wouldMigrateButErrored++
-			logger.WarnContext(ctx, "failed to re-serialize dashboard after filling meter source", slog.String("org_id", orgID.String()), slog.String("dashboard_id", storable.ID.String()), slog.Any("error", err))
-			continue
-		}
-		if err := migration.dashboardStore.Update(ctx, orgID, restorable); err != nil {
-			return err
-		}
-		migrated++
-	}
-
-	logger.InfoContext(ctx, "filled meter source on v2 dashboards",
-		slog.String("org_id", orgID.String()),
-		slog.Int("total", len(storables)),
-		slog.Int("still_in_v1", stillInV1),
-		slog.Int("skipped_no_meter", skippedNoMeter),
-		slog.Int("would_migrate_but_errored", wouldMigrateButErrored),
-		slog.Int("migrated", migrated),
-	)
-	return nil
-}
-
-// fillMeterSource sets Source=meter on every metrics builder query in the spec whose
-// aggregation targets a meter metric, reporting whether anything changed.
-func fillMeterSource(spec *dashboardtypes.DashboardSpec) bool {
-	changed := false
-	for _, panel := range spec.Panels {
-		if panel == nil {
-			continue
-		}
-		for _, query := range panel.Spec.Queries {
-			switch plugin := query.Spec.Plugin.Spec.(type) {
-			case *qb.CompositeQuery:
-				for i := range plugin.Queries {
-					changed = setMeterSource(&plugin.Queries[i].Spec) || changed
-				}
-			case *dashboardtypes.BuilderQuerySpec:
-				changed = setMeterSource(&plugin.Spec) || changed
-			}
-		}
-	}
-	return changed
-}
-
-// setMeterSource sets source "meter" on a metrics query aggregating a meter metric. The
-// type assertion doubles as the metrics-signal check; the already-meter guard keeps it
-// idempotent. Written back through the pointer, as an interface value isn't addressable.
-func setMeterSource(spec *any) bool {
-	query, ok := (*spec).(qb.QueryBuilderQuery[qb.MetricAggregation])
-	if !ok || query.Source == telemetrytypes.SourceMeter {
-		return false
-	}
-	for _, aggregation := range query.Aggregations {
-		if meterMetricNames[aggregation.MetricName] {
-			query.Source = telemetrytypes.SourceMeter
-			*spec = query
-			return true
-		}
-	}
-	return false
-}
-
-func (migration *fillDashboardMeterSource) Down(context.Context, *bun.DB) error {
-	return nil
-}

pkg/statementbuilder/aistatementbuilder/statement_builder.go

@@ -1,84 +0,0 @@
-package aistatementbuilder
-
-import (
-	"strings"
-
-	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/flagger"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	scopedtraces "github.com/SigNoz/signoz/pkg/statementbuilder/scopedtracesstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-)
-
-// NewFactory returns a provider factory for the AI trace statement builder
-// (builder_ai_query): the gen_ai Scope paired with the domain-neutral scoped-trace
-// topology, which owns the query construction.
-//
-// The gen_ai gate/column keys are surfaced by the metadata store itself
-// (enrichWithGenAIKeys), so queries work before any gen_ai metadata is ingested.
-func NewFactory(
-	telemetryStore telemetrystore.TelemetryStore,
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[qbtypes.StatementBuilder[qbtypes.TraceAggregation], statementbuilder.Config] {
-	return scopedtraces.NewFactory(factory.MustNewName("ai"), Scope(), telemetryStore, metadataStore, fl)
-}
-
-// Scope describes gen_ai for the scoped trace builder: an AI trace has >=1 gen_ai
-// LLM, tool, or agent span, and its list adds AI/LLM per-trace metrics on top of the
-// common columns. This package holds only gen_ai domain knowledge; the query
-// topology lives in scopedtracesstatementbuilder.
-func Scope() scopedtraces.TraceScope {
-	gateKeyNames := []string{telemetrytypes.GenAIRequestModel, telemetrytypes.GenAIToolName, telemetrytypes.GenAIAgentName}
-	gateExprs := make([]string, 0, len(gateKeyNames))
-	gateKeys := make([]*telemetrytypes.TelemetryFieldKey, 0, len(gateKeyNames))
-	for _, name := range gateKeyNames {
-		gateExprs = append(gateExprs, name+" EXISTS")
-		gateKeys = append(gateKeys, &telemetrytypes.TelemetryFieldKey{
-			Name:         name,
-			Signal:       telemetrytypes.SignalTraces,
-			FieldContext: telemetrytypes.FieldContextAttribute,
-		})
-	}
-
-	defs := telemetrytypes.GenAIFieldDefinitions
-	reqModel := defs[telemetrytypes.GenAIRequestModel]
-	toolName := defs[telemetrytypes.GenAIToolName]
-	inTok := defs[telemetrytypes.GenAIUsageInputTokens]
-	outTok := defs[telemetrytypes.GenAIUsageOutputTokens]
-	cost := defs[telemetrytypes.SignozGenAITotalCost]
-	inMsg := defs[telemetrytypes.GenAIInputMessages]
-	outMsg := defs[telemetrytypes.GenAIOutputMessages]
-
-	str := telemetrytypes.FieldDataTypeString
-	columns := append(scopedtraces.CommonTraceColumns(),
-		// LLM calls only (request model present), not the full gate.
-		scopedtraces.TraceColumn{Alias: "llm_call_count", Orderable: true, Expr: scopedtraces.CountExists(&reqModel)},
-		scopedtraces.TraceColumn{Alias: "tool_call_count", Orderable: true, Expr: scopedtraces.CountExists(&toolName)},
-		scopedtraces.TraceColumn{Alias: "distinct_tool_count", Orderable: true, Expr: scopedtraces.UniqCount(&toolName, str)},
-		// tokens live only on LLM spans, so a plain sum needs no gate scoping.
-		scopedtraces.TraceColumn{Alias: "input_tokens", Orderable: true, Expr: scopedtraces.Reduce(scopedtraces.AggSum, &inTok)},
-		scopedtraces.TraceColumn{Alias: "output_tokens", Orderable: true, Expr: scopedtraces.Reduce(scopedtraces.AggSum, &outTok)},
-		scopedtraces.TraceColumn{Alias: "total_tokens", Orderable: true, Expr: scopedtraces.SumOfKeys(telemetrytypes.FieldDataTypeFloat64, &inTok, &outTok)},
-		// per-span cost attached by the SigNoz LLM pricing processor.
-		scopedtraces.TraceColumn{Alias: "estimated_total_cost", Orderable: true, Expr: scopedtraces.Reduce(scopedtraces.AggSum, &cost)},
-		// slowest single LLM call in the trace.
-		scopedtraces.TraceColumn{Alias: "max_llm_duration_nano", Orderable: true, Expr: scopedtraces.ScopedToKeyColumn(scopedtraces.AggMax, scopedtraces.IntrinsicSpanKey("duration_nano"), &reqModel)},
-		// errors across the whole trace (any span), so display-only.
-		scopedtraces.TraceColumn{Alias: "error_count", Expr: scopedtraces.CondCount(scopedtraces.IntrinsicSpanKey("has_error"), qbtypes.FilterOperatorEqual, true)},
-		// timestamp of the last gen_ai span (LLM/tool/agent), hence gate-scoped.
-		scopedtraces.TraceColumn{Alias: "last_activity_time", Orderable: true, Expr: scopedtraces.ScopedReduce(scopedtraces.AggMax, scopedtraces.IntrinsicSpanKey("timestamp"))},
-		// previews: first call's input (the prompt), last call's output (the answer).
-		scopedtraces.TraceColumn{Alias: "input", SpanLevel: true, Expr: scopedtraces.PickBy(&inMsg, str, scopedtraces.IntrinsicSpanKey("timestamp"), scopedtraces.PickEarliest)},
-		scopedtraces.TraceColumn{Alias: "output", SpanLevel: true, Expr: scopedtraces.PickBy(&outMsg, str, scopedtraces.IntrinsicSpanKey("timestamp"), scopedtraces.PickLatest)},
-	)
-
-	return scopedtraces.TraceScope{
-		FilterExpression:  strings.Join(gateExprs, " OR "),
-		FieldKeys:         gateKeys,
-		Columns:           columns,
-		DefaultOrderAlias: "last_activity_time",
-	}
-}

pkg/statementbuilder/config.go

@@ -1,41 +0,0 @@
-package statementbuilder
-
-import (
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/factory"
-)
-
-// SkipResourceFingerprint configures when the resource fingerprint subquery is skipped in favor of main-table filtering.
-type SkipResourceFingerprint struct {
-	Enabled bool `yaml:"enabled" mapstructure:"enabled"`
-	// If count of fingerprint is above threshold, skip the fingerprint subquery and filter on main table instead.
-	Threshold uint64 `yaml:"threshold" mapstructure:"threshold"`
-}
-
-// Config represents the configuration for the statement builders.
-type Config struct {
-	// SkipResourceFingerprint configures when the resource fingerprint subquery is skipped in favor of main-table filtering.
-	SkipResourceFingerprint SkipResourceFingerprint `yaml:"skip_resource_fingerprint" mapstructure:"skip_resource_fingerprint"`
-}
-
-// NewConfigFactory creates a new config factory for the statement builders.
-func NewConfigFactory() factory.ConfigFactory {
-	return factory.NewConfigFactory(factory.MustNewName("statementbuilder"), newConfig)
-}
-
-func newConfig() factory.Config {
-	return Config{
-		SkipResourceFingerprint: SkipResourceFingerprint{
-			Enabled:   false,
-			Threshold: 100000,
-		},
-	}
-}
-
-// Validate validates the configuration.
-func (c Config) Validate() error {
-	if c.SkipResourceFingerprint.Enabled && c.SkipResourceFingerprint.Threshold == 0 {
-		return errors.NewInvalidInputf(errors.CodeInvalidInput, "skip_resource_fingerprint.threshold must be > 0 when enabled")
-	}
-	return nil
-}

pkg/statementbuilder/scopedtracesstatementbuilder/aggregate.go

@@ -1,208 +0,0 @@
-package scopedtracesstatementbuilder
-
-import (
-	"context"
-	"fmt"
-	"strings"
-
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-// This file holds the Aggregate constructors a TraceScope's columns are declared
-// with. All SQL rendering goes through the fieldMapper.
-
-// Aggregate renders one column's SQL through the fieldMapper and lists the attribute
-// keys it references so the builder can pre-fetch their metadata. Build one with the
-// constructors below; the zero value is not usable.
-type Aggregate struct {
-	keys   []*telemetrytypes.TelemetryFieldKey
-	render func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (expr string, args []any, err error)
-}
-
-// IntrinsicSpanKey references an intrinsic span-index field (timestamp, name, …) by
-// its canonical name; the field mapper resolves it to the physical column.
-func IntrinsicSpanKey(name string) *telemetrytypes.TelemetryFieldKey {
-	return &telemetrytypes.TelemetryFieldKey{
-		Name:         name,
-		Signal:       telemetrytypes.SignalTraces,
-		FieldContext: telemetrytypes.FieldContextSpan,
-	}
-}
-
-// AggFunc is a ClickHouse aggregate function name.
-type AggFunc string
-
-const (
-	AggSum AggFunc = "sum"
-	AggMax AggFunc = "max"
-	AggMin AggFunc = "min"
-)
-
-// PickDirection selects the earliest (argMin) or latest (argMax) span by ordering.
-type PickDirection int
-
-const (
-	PickLatest PickDirection = iota
-	PickEarliest
-)
-
-// CountAll renders count().
-func CountAll() Aggregate {
-	return Aggregate{render: func(context.Context, valuer.UUID, uint64, uint64, *fieldMapper) (string, []any, error) {
-		return "count()", nil, nil
-	}}
-}
-
-// FieldReduce renders <fn>(<field>) over a field-mapper-resolved column.
-func FieldReduce(fn AggFunc, key *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		f, err := m.FieldFor(ctx, orgID, startNs, endNs, key)
-		if err != nil {
-			return "", nil, err
-		}
-		return fmt.Sprintf("%s(%s)", fn, f), nil, nil
-	}}
-}
-
-// TraceDuration renders the full-trace wall duration: last span end minus first
-// span start.
-func TraceDuration(tsKey, durationKey *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		ts, err := m.FieldFor(ctx, orgID, startNs, endNs, tsKey)
-		if err != nil {
-			return "", nil, err
-		}
-		dur, err := m.FieldFor(ctx, orgID, startNs, endNs, durationKey)
-		if err != nil {
-			return "", nil, err
-		}
-		return fmt.Sprintf("(max(toUnixTimestamp64Nano(%s) + %s) - min(toUnixTimestamp64Nano(%s)))", ts, dur, ts), nil, nil
-	}}
-}
-
-// FieldAnyWhere renders anyIf(<field>, <cond>) — the field value from any span
-// matching the condition.
-func FieldAnyWhere(valueKey, condKey *telemetrytypes.TelemetryFieldKey, op qbtypes.FilterOperator, condValue any) Aggregate {
-	return Aggregate{render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		v, err := m.FieldFor(ctx, orgID, startNs, endNs, valueKey)
-		if err != nil {
-			return "", nil, err
-		}
-		cond, args, err := m.ConditionFor(ctx, orgID, startNs, endNs, condKey, op, condValue)
-		return fmt.Sprintf("anyIf(%s, %s)", v, cond), args, err
-	}}
-}
-
-// AnyValue renders any(<value>) over a metadata-resolved attribute value.
-func AnyValue(key *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType) Aggregate {
-	return Aggregate{keys: keysOf(key), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		v, args, err := m.ValueFor(ctx, orgID, startNs, endNs, key, dt)
-		return fmt.Sprintf("any(%s)", v), args, err
-	}}
-}
-
-// CountExists renders countIf(<key> EXISTS) — counts spans carrying key.
-func CountExists(key *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{keys: keysOf(key), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		cond, args, err := m.ExistsFor(ctx, orgID, startNs, endNs, key)
-		return fmt.Sprintf("countIf(%s)", cond), args, err
-	}}
-}
-
-// CondCount renders countIf(<cond>) over a condition-builder-resolved predicate.
-func CondCount(key *telemetrytypes.TelemetryFieldKey, op qbtypes.FilterOperator, value any) Aggregate {
-	return Aggregate{render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		cond, args, err := m.ConditionFor(ctx, orgID, startNs, endNs, key, op, value)
-		return fmt.Sprintf("countIf(%s)", cond), args, err
-	}}
-}
-
-// Reduce renders <fn>(<value>) over a resolved numeric attribute value.
-func Reduce(fn AggFunc, valueKey *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{keys: keysOf(valueKey), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		v, args, err := m.ValueFor(ctx, orgID, startNs, endNs, valueKey, telemetrytypes.FieldDataTypeFloat64)
-		return fmt.Sprintf("%s(%s)", fn, v), args, err
-	}}
-}
-
-// ScopedReduce renders <fn>If(<field>, <gate mask>) over a field-mapper-resolved column.
-func ScopedReduce(fn AggFunc, key *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		f, err := m.FieldFor(ctx, orgID, startNs, endNs, key)
-		if err != nil {
-			return "", nil, err
-		}
-		return fmt.Sprintf("%sIf(%s, %s)", fn, f, m.maskExpr), append([]any{}, m.maskArgs...), nil
-	}}
-}
-
-// ScopedToKeyColumn renders <fn>If(<field>, <scopeKey> EXISTS) — a span-index field
-// aggregated over spans carrying scopeKey (e.g. max LLM latency).
-func ScopedToKeyColumn(fn AggFunc, columnKey, scopeKey *telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{keys: keysOf(scopeKey), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		col, err := m.FieldFor(ctx, orgID, startNs, endNs, columnKey)
-		if err != nil {
-			return "", nil, err
-		}
-		cond, args, err := m.ExistsFor(ctx, orgID, startNs, endNs, scopeKey)
-		return fmt.Sprintf("%sIf(%s, %s)", fn, col, cond), args, err
-	}}
-}
-
-// PickBy renders argMinIf/argMaxIf(<value>, <orderField>, <value> EXISTS) — the value
-// from the earliest/latest span that carries it.
-func PickBy(valueKey *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType, orderKey *telemetrytypes.TelemetryFieldKey, dir PickDirection) Aggregate {
-	fn := "argMaxIf"
-	if dir == PickEarliest {
-		fn = "argMinIf"
-	}
-	return Aggregate{keys: keysOf(valueKey), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		v, vargs, err := m.ValueFor(ctx, orgID, startNs, endNs, valueKey, dt)
-		if err != nil {
-			return "", nil, err
-		}
-		order, err := m.FieldFor(ctx, orgID, startNs, endNs, orderKey)
-		if err != nil {
-			return "", nil, err
-		}
-		cond, cargs, err := m.ExistsFor(ctx, orgID, startNs, endNs, valueKey)
-		return fmt.Sprintf("%s(%s, %s, %s)", fn, v, order, cond), append(vargs, cargs...), err
-	}}
-}
-
-// UniqCount renders uniqIf(<value>, <value> EXISTS) — distinct count of an attribute.
-func UniqCount(valueKey *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType) Aggregate {
-	return Aggregate{keys: keysOf(valueKey), render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		v, vargs, err := m.ValueFor(ctx, orgID, startNs, endNs, valueKey, dt)
-		if err != nil {
-			return "", nil, err
-		}
-		cond, cargs, err := m.ExistsFor(ctx, orgID, startNs, endNs, valueKey)
-		return fmt.Sprintf("uniqIf(%s, %s)", v, cond), append(vargs, cargs...), err
-	}}
-}
-
-// SumOfKeys renders coalesce(sum(<v1>), 0) + coalesce(sum(<v2>), 0) + … over several
-// numeric attributes. Coalesced because a key absent from every span sums to NULL and
-// NULL + n = NULL — a trace with only output tokens would otherwise total NULL.
-func SumOfKeys(dt telemetrytypes.FieldDataType, valueKeys ...*telemetrytypes.TelemetryFieldKey) Aggregate {
-	return Aggregate{keys: valueKeys, render: func(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, m *fieldMapper) (string, []any, error) {
-		parts := make([]string, 0, len(valueKeys))
-		var args []any
-		for _, k := range valueKeys {
-			v, vargs, err := m.ValueFor(ctx, orgID, startNs, endNs, k, dt)
-			if err != nil {
-				return "", nil, err
-			}
-			parts = append(parts, fmt.Sprintf("coalesce(sum(%s), 0)", v))
-			args = append(args, vargs...)
-		}
-		return strings.Join(parts, " + "), args, nil
-	}}
-}
-
-func keysOf(k *telemetrytypes.TelemetryFieldKey) []*telemetrytypes.TelemetryFieldKey {
-	return []*telemetrytypes.TelemetryFieldKey{k}
-}

pkg/statementbuilder/scopedtracesstatementbuilder/field_mapper.go

@@ -1,82 +0,0 @@
-package scopedtracesstatementbuilder
-
-import (
-	"context"
-	"strings"
-
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/huandu/go-sqlbuilder"
-)
-
-// fieldMapper resolves aggregate-column SQL through the shared field mapper and
-// condition builder, following their method shapes (FieldFor / ConditionFor / …) so
-// column resolution reads like the other statement builders. keys is the fetched
-// metadata for the keys the columns reference; the gate mask is set by the builder
-// after resolveMask (Scoped* aggregates embed it). All returned expressions are
-// escaped once, ready to embed in an outer builder.
-type fieldMapper struct {
-	fm       qbtypes.FieldMapper
-	cb       qbtypes.ConditionBuilder
-	keys     map[string][]*telemetrytypes.TelemetryFieldKey
-	maskExpr string
-	maskArgs []any
-}
-
-func newFieldMapper(fm qbtypes.FieldMapper, cb qbtypes.ConditionBuilder, keys map[string][]*telemetrytypes.TelemetryFieldKey) *fieldMapper {
-	return &fieldMapper{fm: fm, cb: cb, keys: keys}
-}
-
-// FieldFor returns the column expression for key via the field mapper.
-func (r *fieldMapper) FieldFor(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, key *telemetrytypes.TelemetryFieldKey) (string, error) {
-	return r.fm.FieldFor(ctx, orgID, startNs, endNs, key)
-
-}
-
-// ConditionFor returns a boolean predicate for key via the condition builder
-// (materialized column when present, else map access).
-func (r *fieldMapper) ConditionFor(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, key *telemetrytypes.TelemetryFieldKey, op qbtypes.FilterOperator, value any) (string, []any, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-	// The condition builder owns key resolution: hand it the raw key plus the full
-	// metadata map and it matches/synthesizes the candidates itself.
-	conds, _, err := r.cb.ConditionFor(ctx, orgID, startNs, endNs, key, r.keys, qbtypes.ConditionBuilderOptions{}, op, value, sb)
-	if err != nil {
-		return "", nil, err
-	}
-	if len(conds) == 0 {
-		return "", nil, nil
-	}
-	// One condition per candidate variant (a key can be ingested under several data
-	// types); OR them all, like the visitor does for EXISTS.
-	if len(conds) == 1 {
-		sb.Where(conds[0])
-	} else {
-		sb.Where(sb.Or(conds...))
-	}
-	expr, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	expr = strings.TrimPrefix(expr, "WHERE ")
-	return sqlbuilder.Escape(expr), args, nil
-}
-
-// ExistsFor returns the EXISTS predicate for key.
-func (r *fieldMapper) ExistsFor(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, key *telemetrytypes.TelemetryFieldKey) (string, []any, error) {
-	return r.ConditionFor(ctx, orgID, startNs, endNs, key, qbtypes.FilterOperatorExists, nil)
-}
-
-// ValueFor returns the value expression for an attribute key.
-func (r *fieldMapper) ValueFor(ctx context.Context, orgID valuer.UUID, startNs, endNs uint64, key *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType) (string, []any, error) {
-	// The scope declares keys statically, so a key like service.name can have evolutions.
-	// this is added for the evolution.
-	if cands := r.keys[key.Name]; len(cands) > 0 {
-		key = cands[0]
-	}
-	expr, err := r.fm.ColumnExpressionFor(ctx, orgID, startNs, endNs, key, dt, r.keys)
-	if err != nil {
-		return "", nil, err
-	}
-	// Escape before embedding in the outer builder: a materialized column name carries
-	// `$$` (from the dotted attribute name), which go-sqlbuilder's Build would otherwise
-	// unescape to a single `$` and reference the wrong column.
-	return sqlbuilder.Escape(expr), nil, nil
-}

pkg/statementbuilder/scopedtracesstatementbuilder/scope.go

@@ -1,66 +0,0 @@
-package scopedtracesstatementbuilder
-
-import (
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-)
-
-// TraceScope is the configuration the scoped trace builder accepts: which spans are
-// in scope and which per-trace columns the list computes. It only declares the gate
-// and the columns; the builder resolves everything through the field mapper, so
-// attribute access stays materialization-aware. A new span category only needs a
-// new TraceScope.
-type TraceScope struct {
-	// FilterExpression is the grammar-level (EXISTS) gate, used on the delegated
-	// span-list path.
-	FilterExpression string
-	// FieldKeys are the gate's keys, used to build the per-span mask
-	// (OR of resolved EXISTS conditions).
-	FieldKeys []*telemetrytypes.TelemetryFieldKey
-	// Columns are the per-trace output columns.
-	Columns []TraceColumn
-	// DefaultOrderAlias is sorted by (desc) when the query gives no order.
-	DefaultOrderAlias string
-}
-
-// TraceColumn is one per-trace output column.
-type TraceColumn struct {
-	// Alias must not reuse a physical span-index column name (e.g. duration_nano):
-	// ClickHouse resolves bare identifiers to same-SELECT aliases first, so any
-	// expression referencing that column would silently bind to the alias.
-	Alias string
-	// Orderable columns can be used in ORDER BY and the aggregate filter. All-span
-	// aggregates (span_count, trace_duration_nano, …) are display-only and set false.
-	Orderable bool
-	// SpanLevel columns surface a real span/resource attribute (service.name,
-	// input/output messages); a filter on them is applied span-level, so they are
-	// excluded from the trace-level aliases.
-	SpanLevel bool
-	Expr      Aggregate
-}
-
-// CommonTraceColumns are domain-neutral columns any trace list can reuse. All
-// aggregate over every span, so none is Orderable.
-func CommonTraceColumns() []TraceColumn {
-	ts := IntrinsicSpanKey("timestamp")
-	duration := IntrinsicSpanKey("duration_nano")
-	name := IntrinsicSpanKey("name")
-	parentSpanID := IntrinsicSpanKey("parent_span_id")
-	serviceName := &telemetrytypes.TelemetryFieldKey{
-		Name:          "service.name",
-		Signal:        telemetrytypes.SignalTraces,
-		FieldContext:  telemetrytypes.FieldContextResource,
-		FieldDataType: telemetrytypes.FieldDataTypeString,
-	}
-	return []TraceColumn{
-		{Alias: "start_time", Expr: FieldReduce(AggMin, ts)},
-		{Alias: "end_time", Expr: FieldReduce(AggMax, ts)},
-		// Not plain "duration_nano": that name is the intrinsic span field, and an
-		// alias would shadow it — both in ClickHouse identifier resolution and in
-		// bare-name filter classification.
-		{Alias: "trace_duration_nano", Expr: TraceDuration(ts, duration)},
-		{Alias: "span_count", Expr: CountAll()},
-		{Alias: "root_span_name", Expr: FieldAnyWhere(name, parentSpanID, qbtypes.FilterOperatorEqual, "")},
-		{Alias: "service.name", SpanLevel: true, Expr: AnyValue(serviceName, telemetrytypes.FieldDataTypeString)},
-	}
-}

pkg/statementbuilder/scopedtracesstatementbuilder/statement_builder.go

@@ -1,802 +0,0 @@
-package scopedtracesstatementbuilder
-
-import (
-	"context"
-	"fmt"
-	"log/slog"
-	"sort"
-	"strings"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/flagger"
-	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/resourcefilter"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/tracesstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	qbvariables "github.com/SigNoz/signoz/pkg/variables"
-	"github.com/huandu/go-sqlbuilder"
-)
-
-var (
-	ErrUnsupportedRequestType = errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported request type for the scoped trace builder")
-)
-
-// scopedTraceStatementBuilder builds a trace list scoped to one span category
-// (e.g. gen_ai spans). The query shape is fixed; the TraceScope decides which spans
-// are in scope and which per-trace columns to compute, so a new category only needs
-// a new scope.
-type scopedTraceStatementBuilder struct {
-	logger                    *slog.Logger
-	metadataStore             telemetrytypes.MetadataStore
-	fm                        qbtypes.FieldMapper
-	cb                        qbtypes.ConditionBuilder
-	scope                     TraceScope
-	traceStmtBuilder          qbtypes.StatementBuilder[qbtypes.TraceAggregation]
-	resourceFilterStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation]
-}
-
-var _ qbtypes.StatementBuilder[qbtypes.TraceAggregation] = (*scopedTraceStatementBuilder)(nil)
-
-// NewFactory returns a provider factory for a scoped trace statement builder. Unlike
-// the per-signal factories this package is domain-neutral, so the caller supplies the
-// factory name and the TraceScope (see aistatementbuilder for the gen_ai scope). Its
-// New delegates the span-list path to a trace statement builder built via the traces
-// factory — mirroring how the meter factory builds its own metrics builder.
-func NewFactory(
-	name factory.Name,
-	scope TraceScope,
-	telemetryStore telemetrystore.TelemetryStore,
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[qbtypes.StatementBuilder[qbtypes.TraceAggregation], statementbuilder.Config] {
-	return factory.NewProviderFactory(
-		name,
-		func(ctx context.Context, settings factory.ProviderSettings, cfg statementbuilder.Config) (qbtypes.StatementBuilder[qbtypes.TraceAggregation], error) {
-			traceStmtBuilder, err := tracesstatementbuilder.NewFactory(telemetryStore, metadataStore, fl).New(ctx, settings, cfg)
-			if err != nil {
-				return nil, err
-			}
-			return NewScopedTraceStatementBuilder(settings, metadataStore, scope, traceStmtBuilder, fl), nil
-		},
-	)
-}
-
-// NewScopedTraceStatementBuilder wires the generic trace-list builder. The field
-// mapper / condition builder are built here, not injected — the list always scans the
-// traces span index. traceStmtBuilder (the delegate for the span-list path) is
-// injected because NewFactory already builds the canonical instance.
-func NewScopedTraceStatementBuilder(
-	settings factory.ProviderSettings,
-	metadataStore telemetrytypes.MetadataStore,
-	scope TraceScope,
-	traceStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation],
-	fl flagger.Flagger,
-) qbtypes.StatementBuilder[qbtypes.TraceAggregation] {
-	scopedSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/statementbuilder/scopedtracesstatementbuilder")
-
-	fm := tracestelemetryschema.NewFieldMapper()
-	cb := tracestelemetryschema.NewConditionBuilder(fm)
-
-	// Same resource-fingerprint prune as the standard trace builder — the list scans
-	// the same span index.
-	resourceFilterStmtBuilder := resourcefilter.New[qbtypes.TraceAggregation](
-		settings,
-		tracestelemetryschema.DBName,
-		tracestelemetryschema.TracesResourceV3TableName,
-		telemetrytypes.SignalTraces,
-		telemetrytypes.SourceUnspecified,
-		metadataStore,
-		nil,
-		fl,
-	)
-
-	return &scopedTraceStatementBuilder{
-		logger:                    scopedSettings.Logger(),
-		metadataStore:             metadataStore,
-		fm:                        fm,
-		cb:                        cb,
-		scope:                     scope,
-		traceStmtBuilder:          traceStmtBuilder,
-		resourceFilterStmtBuilder: resourceFilterStmtBuilder,
-	}
-}
-
-func (b *scopedTraceStatementBuilder) Build(
-	ctx context.Context,
-	orgID valuer.UUID,
-	start uint64,
-	end uint64,
-	requestType qbtypes.RequestType,
-	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-	variables map[string]qbtypes.VariableItem,
-) (*qbtypes.Statement, error) {
-	switch requestType {
-	case qbtypes.RequestTypeTrace:
-		return b.buildTraceListQuery(ctx, orgID, querybuilder.ToNanoSecs(start), querybuilder.ToNanoSecs(end), query, variables)
-	case qbtypes.RequestTypeRaw:
-		return b.buildDelegated(ctx, orgID, start, end, requestType, query, variables)
-	default:
-		return nil, ErrUnsupportedRequestType
-	}
-}
-
-// buildDelegated ANDs the base gate into the user filter and delegates to the
-// standard trace builder (the span-list / raw path).
-func (b *scopedTraceStatementBuilder) buildDelegated(
-	ctx context.Context,
-	orgID valuer.UUID,
-	start, end uint64,
-	requestType qbtypes.RequestType,
-	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-	variables map[string]qbtypes.VariableItem,
-) (*qbtypes.Statement, error) {
-	gate := b.scope.FilterExpression
-	expr := gate
-	if query.Filter != nil && strings.TrimSpace(query.Filter.Expression) != "" {
-		expr = fmt.Sprintf("(%s) AND (%s)", gate, query.Filter.Expression)
-	}
-
-	// shallow copy; only Filter is replaced, caller's query untouched
-	gated := query
-	gated.Filter = &qbtypes.Filter{Expression: expr}
-
-	return b.traceStmtBuilder.Build(ctx, orgID, start, end, requestType, gated, variables)
-}
-
-// buildTraceListQuery wires the CTE pipeline: one windowed pass picks the top-N
-// traces, then a bucket-pruned pass enriches only those.
-// Helpers appear in this file in the order they run. start/end are nanoseconds.
-//
-//	RESOLVE (keys/columns → SQL via the field mapper)
-//	  fetchKeys         metadata for every key we reference
-//	  resolveMask       the "span is in scope" predicate (OR of EXISTS)
-//	  resolveColumns    per-trace column SQL
-//	  resolveListOrders which columns to ORDER BY
-//	  splitFilter       span-level predicate + trace-level HAVING
-//
-//	BUILD
-//	  matched    one windowed, mask-pruned GROUP BY trace_id scan fusing gate + span
-//	     │       filter + HAVING + ORDER BY + LIMIT/OFFSET → the top-N trace_ids
-//	     ▼
-//	  ranked     [start,end] bounds of those traces, from the small summary table
-//	     ▼
-//	  buckets    the ts_bucket_start values they touch, to prune the next scan
-//	     ▼
-//	  enrichment every per-trace column for those traces over their full extent
-//	             (not window-clipped), scanning only their buckets
-//
-// Only Orderable columns are computable in the mask-pruned matched pass, so only they
-// can be ordered or filtered on; all-span columns (span_count, …) are output-only.
-func (b *scopedTraceStatementBuilder) buildTraceListQuery(
-	ctx context.Context,
-	orgID valuer.UUID,
-	start, end uint64,
-	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-	variables map[string]qbtypes.VariableItem,
-) (*qbtypes.Statement, error) {
-
-	startBucket := start/querybuilder.NsToSeconds - querybuilder.BucketAdjustment
-	endBucket := end / querybuilder.NsToSeconds
-
-	limit := query.Limit
-	if limit <= 0 {
-		limit = 100
-	}
-
-	// Resolve keys and columns once; all attribute access goes through the field mapper.
-	keys, err := b.fetchKeys(ctx, orgID)
-	if err != nil {
-		return nil, err
-	}
-	mapper := newFieldMapper(b.fm, b.cb, keys)
-	maskExpr, maskArgs, err := b.resolveMask(ctx, orgID, start, end, mapper)
-	if err != nil {
-		return nil, err
-	}
-	mapper.maskExpr, mapper.maskArgs = maskExpr, maskArgs
-	resolved, err := b.resolveColumns(ctx, orgID, start, end, mapper)
-	if err != nil {
-		return nil, err
-	}
-	orders, err := b.resolveListOrders(query.Order, resolved)
-	if err != nil {
-		return nil, err
-	}
-	orderableSet := orderableAliasSet(resolved)
-
-	// If the filter references resource attributes, add a __resource_filter CTE and
-	// narrow the matched scan by resource_fingerprint; the span predicate drops those
-	// keys so they aren't applied twice.
-	resourceFrag, resourceArgs, resourcePred, err := b.maybeAttachResourceFilter(ctx, orgID, query, start, end, variables)
-	if err != nil {
-		return nil, err
-	}
-
-	// Split the user filter: span-level predicate + trace-level HAVING expression.
-	fp, err := b.splitFilter(ctx, orgID, query, b.aggregateAliasSet(), orderableSet, start, end, variables)
-	if err != nil {
-		return nil, err
-	}
-
-	// matched → ranked → buckets → enrichment
-	matchedFrag, matchedArgs, err := b.buildMatchedCTE(start, end, startBucket, endBucket, resolved, orders, orderableSet, maskExpr, maskArgs, fp, resourcePred, limit, query.Offset)
-	if err != nil {
-		return nil, err
-	}
-	rankedFrag, rankedArgs := b.buildRankedCTE(start, end)
-	bucketsFrag := buildBucketsCTE()
-	mainSQL, mainArgs := b.buildEnrichmentSelect(resolved, orders)
-
-	cteFragments := []string{matchedFrag, rankedFrag, bucketsFrag}
-	cteArgs := [][]any{matchedArgs, rankedArgs, nil}
-
-	// __resource_filter must precede `matched`, which references it.
-	if resourceFrag != "" {
-		cteFragments = append([]string{resourceFrag}, cteFragments...)
-		cteArgs = append([][]any{resourceArgs}, cteArgs...)
-	}
-
-	finalSQL := querybuilder.CombineCTEs(cteFragments) + mainSQL + " SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000"
-	finalArgs := querybuilder.PrependArgs(cteArgs, mainArgs)
-
-	return &qbtypes.Statement{
-		Query:          finalSQL,
-		Args:           finalArgs,
-		Warnings:       fp.warnings,
-		WarningsDocURL: fp.warningsURL,
-	}, nil
-}
-
-// maybeAttachResourceFilter builds the __resource_filter CTE (fingerprints matching
-// the filter's resource conditions) and the predicate narrowing the span scan by
-// resource_fingerprint; with no resource conditions it returns empty fragments.
-//
-// Unlike the standard trace builder there is deliberately no skip-fingerprint
-// fallback: falling back would leave the resource conditions inside the OR'd
-// span-filter bucket, which changes trace membership (any span from the resource +
-// any gen_ai span, instead of a gen_ai span from the resource). Resource conditions
-// always scope the whole matched scan.
-func (b *scopedTraceStatementBuilder) maybeAttachResourceFilter(
-	ctx context.Context,
-	orgID valuer.UUID,
-	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-	start, end uint64,
-	variables map[string]qbtypes.VariableItem,
-) (cteFrag string, cteArgs []any, fingerprintPred string, err error) {
-	stmt, err := b.resourceFilterStmtBuilder.Build(
-		ctx, orgID, start, end, qbtypes.RequestTypeRaw, query, variables,
-	)
-	if err != nil {
-		return "", nil, "", err
-	}
-	if stmt == nil {
-		return "", nil, "", nil
-	}
-	return fmt.Sprintf("__resource_filter AS (%s)", stmt.Query), stmt.Args,
-		"resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)", nil
-}
-
-// ---------------------------------------------------------------------------
-// RESOLVE — turn keys/columns into field-mapper-aware SQL
-// ---------------------------------------------------------------------------
-
-func (b *scopedTraceStatementBuilder) fetchKeys(ctx context.Context, orgID valuer.UUID) (map[string][]*telemetrytypes.TelemetryFieldKey, error) {
-	fields := b.resolverFieldKeys()
-	selectors := make([]*telemetrytypes.FieldKeySelector, 0, len(fields))
-	for _, k := range fields {
-		selectors = append(selectors, &telemetrytypes.FieldKeySelector{
-			Name:              k.Name,
-			Signal:            k.Signal,
-			FieldContext:      k.FieldContext,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact,
-		})
-	}
-	keys, _, err := b.metadataStore.GetKeysMulti(ctx, orgID, selectors)
-	return keys, err
-}
-
-func (b *scopedTraceStatementBuilder) resolverFieldKeys() []*telemetrytypes.TelemetryFieldKey {
-	seen := make(map[string]struct{})
-	var out []*telemetrytypes.TelemetryFieldKey
-	add := func(k *telemetrytypes.TelemetryFieldKey) {
-		if k == nil {
-			return
-		}
-		if _, dup := seen[k.Name]; dup {
-			return
-		}
-		seen[k.Name] = struct{}{}
-		out = append(out, k)
-	}
-	for _, k := range b.scope.FieldKeys {
-		add(k)
-	}
-	for _, c := range b.scope.Columns {
-		for _, k := range c.Expr.keys {
-			add(k)
-		}
-	}
-	return out
-}
-
-// resolveMask builds the per-span in-scope mask: OR of resolved EXISTS predicates
-// over the base condition's field keys.
-func (b *scopedTraceStatementBuilder) resolveMask(ctx context.Context, orgID valuer.UUID, start, end uint64, mapper *fieldMapper) (string, []any, error) {
-	fieldKeys := b.scope.FieldKeys
-	parts := make([]string, 0, len(fieldKeys))
-	var args []any
-	for _, key := range fieldKeys {
-		e, a, err := mapper.ExistsFor(ctx, orgID, start, end, key)
-		if err != nil {
-			return "", nil, err
-		}
-		parts = append(parts, e)
-		args = append(args, a...)
-	}
-	return "(" + strings.Join(parts, " OR ") + ")", args, nil
-}
-
-// resolvedColumn is a column resolved to SQL via the field mapper; expr is escaped
-// once, ready to embed in an outer SELECT.
-type resolvedColumn struct {
-	alias     string
-	expr      string
-	args      []any
-	orderable bool
-}
-
-// resolveColumns turns the declarative columns into SQL through the resolver, so all
-// attribute access goes through the field mapper / condition builder.
-func (b *scopedTraceStatementBuilder) resolveColumns(ctx context.Context, orgID valuer.UUID, start, end uint64, mapper *fieldMapper) ([]resolvedColumn, error) {
-	cols := b.scope.Columns
-	out := make([]resolvedColumn, 0, len(cols))
-	for _, c := range cols {
-		expr, args, err := c.Expr.render(ctx, orgID, start, end, mapper)
-		if err != nil {
-			return nil, err
-		}
-		out = append(out, resolvedColumn{alias: c.Alias, expr: expr, args: args, orderable: c.Orderable})
-	}
-	return out, nil
-}
-
-// listOrder is a sort key resolved to a column alias + direction; both the matched
-// CTE and the enrichment ORDER BY it.
-type listOrder struct {
-	alias     string
-	direction string
-}
-
-// resolveListOrders maps order keys to the resolved orderable columns; non-orderable
-// columns are rejected. Defaults to the column provider's default order.
-func (b *scopedTraceStatementBuilder) resolveListOrders(order []qbtypes.OrderBy, resolved []resolvedColumn) ([]listOrder, error) {
-	byAlias := make(map[string]resolvedColumn, len(resolved))
-	orderable := make([]string, 0, len(resolved))
-	for _, rc := range resolved {
-		byAlias[rc.alias] = rc
-		if rc.orderable {
-			orderable = append(orderable, rc.alias)
-		}
-	}
-
-	if len(order) == 0 {
-		return []listOrder{{alias: b.scope.DefaultOrderAlias, direction: "DESC"}}, nil
-	}
-
-	orders := make([]listOrder, 0, len(order))
-	for _, o := range order {
-		direction := "DESC"
-		if o.Direction == qbtypes.OrderDirectionAsc {
-			direction = "ASC"
-		}
-		rc, ok := byAlias[o.Key.Name]
-		if !ok || !rc.orderable {
-			return nil, errors.NewInvalidInputf(errors.CodeInvalidInput,
-				"unsupported order key %q for the trace list; orderable keys: %s", o.Key.Name, strings.Join(orderable, ", "))
-		}
-		orders = append(orders, listOrder{alias: rc.alias, direction: direction})
-	}
-	return orders, nil
-}
-
-// filterParts is the user filter split into a span-level predicate (widens the
-// matched WHERE prune and becomes a countIf existence check in HAVING) and a
-// trace-level HAVING expression.
-type filterParts struct {
-	spanPred      string
-	spanArgs      []any
-	hasSpanFilter bool
-	havingExpr    string
-	warnings      []string
-	warningsURL   string
-}
-
-// splitFilter splits query.Filter into a span-level predicate and a trace-level
-// HAVING expression (an explicit query.Having is ANDed onto the latter), then
-// validates the trace-level part against the matched-pass aggregates.
-func (b *scopedTraceStatementBuilder) splitFilter(ctx context.Context, orgID valuer.UUID, query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation], classifySet, orderableSet map[string]struct{}, start, end uint64, variables map[string]qbtypes.VariableItem) (filterParts, error) {
-	var fp filterParts
-	if query.Filter != nil && strings.TrimSpace(query.Filter.Expression) != "" {
-		spanExpr, traceExpr, err := querybuilder.SplitFilterForAggregates(query.Filter.Expression, classifySet)
-		if err != nil {
-			return fp, err
-		}
-		fp.havingExpr = traceExpr
-		if strings.TrimSpace(spanExpr) != "" {
-			pred, args, warnings, url, err := b.resolveSpanPredicate(ctx, orgID, start, end, spanExpr, variables)
-			if err != nil {
-				return fp, err
-			}
-			// pred is empty when the span-level keys were all resource attributes
-			// already handled by the __resource_filter CTE.
-			if strings.TrimSpace(pred) != "" {
-				fp.spanPred, fp.spanArgs, fp.hasSpanFilter = pred, args, true
-			}
-			fp.warnings, fp.warningsURL = warnings, url
-		}
-	}
-	if query.Having != nil && strings.TrimSpace(query.Having.Expression) != "" {
-		if fp.havingExpr != "" {
-			fp.havingExpr = fmt.Sprintf("(%s) AND (%s)", fp.havingExpr, query.Having.Expression)
-		} else {
-			fp.havingExpr = query.Having.Expression
-		}
-	}
-	// The span predicate binds variables via PrepareWhereClause; the HAVING is a plain
-	// text rewrite, so substitute variables here (list/IN quoting, __all__ drops the
-	// condition) before validating.
-	if strings.TrimSpace(fp.havingExpr) != "" && len(variables) > 0 {
-		replaced, err := qbvariables.ReplaceVariablesInExpression(fp.havingExpr, variables)
-		if err != nil {
-			return fp, err
-		}
-		fp.havingExpr = replaced
-	}
-	if err := validateAggregateFilter(fp.havingExpr, orderableSet); err != nil {
-		return fp, err
-	}
-	return fp, nil
-}
-
-// resolveSpanPredicate resolves a span-level filter expression to a bare boolean
-// SQL predicate + args via the field mapper.
-func (b *scopedTraceStatementBuilder) resolveSpanPredicate(ctx context.Context, orgID valuer.UUID, start, end uint64, expr string, variables map[string]qbtypes.VariableItem) (string, []any, []string, string, error) {
-	selectors := querybuilder.QueryStringToKeysSelectors(expr)
-	for i := range selectors {
-		selectors[i].Signal = telemetrytypes.SignalTraces
-	}
-	keys, _, err := b.metadataStore.GetKeysMulti(ctx, orgID, selectors)
-	if err != nil {
-		return "", nil, nil, "", err
-	}
-	prepared, err := querybuilder.PrepareWhereClause(expr, querybuilder.FilterExprVisitorOpts{
-		Context:          ctx,
-		Logger:           b.logger,
-		FieldMapper:      b.fm,
-		ConditionBuilder: b.cb,
-		FieldKeys:        keys,
-		// resource conditions are always handled by the __resource_filter CTE
-		SkipResourceFilter: true,
-		Variables:          variables,
-		StartNs:            start,
-		EndNs:              end,
-	})
-	if err != nil {
-		return "", nil, nil, "", err
-	}
-	if prepared.IsEmpty() {
-		return "", nil, nil, "", nil
-	}
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.AddWhereClause(prepared.WhereClause)
-	sql, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	pred := sql[strings.Index(sql, "WHERE ")+len("WHERE "):]
-	return sqlbuilder.Escape(pred), args, prepared.Warnings, prepared.WarningsDocURL, nil
-}
-
-// buildMatchedCTE builds `matched`: the single windowed GROUP BY trace_id scan that
-// fuses gate + span filter + HAVING + ORDER BY + LIMIT/OFFSET, selecting only the
-// aliases the ORDER BY / HAVING reference.
-func (b *scopedTraceStatementBuilder) buildMatchedCTE(start, end, startBucket, endBucket uint64, resolved []resolvedColumn, orders []listOrder, orderableSet map[string]struct{}, maskExpr string, maskArgs []any, fp filterParts, resourcePred string, limit, offset int) (string, []any, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-
-	// SELECT trace_id + only the aggregates ORDER BY / HAVING reference (as aliases).
-	needed := neededMatchedAliases(orders, fp.havingExpr, orderableSet)
-	selects := []string{"trace_id"}
-	for _, rc := range resolved {
-		if _, ok := needed[rc.alias]; !ok {
-			continue
-		}
-		colExpr, err := embedExpr(sb, rc.expr, rc.args)
-		if err != nil {
-			return "", nil, err
-		}
-		selects = append(selects, colExpr+" AS "+quoteAlias(rc.alias))
-	}
-	sb.Select(selects...)
-	sb.From(spanTable())
-
-	// WHERE: window + prune to in-scope spans, widened by the span filter so its
-	// spans survive for the countIf existence check below.
-	win := windowWhere(sb, start, end, startBucket, endBucket)
-	mask, err := embedExpr(sb, maskExpr, maskArgs)
-	if err != nil {
-		return "", nil, err
-	}
-	prune := "(" + mask
-	if fp.hasSpanFilter {
-		spanPred, err := embedExpr(sb, fp.spanPred, fp.spanArgs)
-		if err != nil {
-			return "", nil, err
-		}
-		prune += " OR " + spanPred
-	}
-	prune += ")"
-	where := append(win, prune)
-	if resourcePred != "" {
-		where = append(where, resourcePred)
-	}
-	sb.Where(where...)
-	sb.GroupBy("trace_id")
-
-	// HAVING: the gate/span existence checks are only needed when the WHERE was
-	// widened by a span filter; otherwise the mask alone already enforces the gate.
-	var having []string
-	if fp.hasSpanFilter {
-		havingMask, err := embedExpr(sb, maskExpr, maskArgs)
-		if err != nil {
-			return "", nil, err
-		}
-		havingPred, err := embedExpr(sb, fp.spanPred, fp.spanArgs)
-		if err != nil {
-			return "", nil, err
-		}
-		having = append(having, "countIf("+havingMask+") > 0")
-		having = append(having, "countIf("+havingPred+") > 0")
-	}
-	if strings.TrimSpace(fp.havingExpr) != "" {
-		hv, err := b.buildHaving(fp.havingExpr, orderableSet)
-		if err != nil {
-			return "", nil, err
-		}
-		if hv != "" {
-			// hv carries user text with values inlined by the rewriter; escape it so a
-			// literal $ can't be read as an interpolation marker at Build time. The
-			// countIf entries above hold live placeholders and must stay unescaped.
-			having = append(having, sqlbuilder.Escape(hv))
-		}
-	}
-	if len(having) > 0 {
-		sb.Having(strings.Join(having, " AND "))
-	}
-
-	sb.OrderBy(orderClause(orders)...)
-	sb.Limit(limit)
-	if offset > 0 {
-		sb.Offset(offset)
-	}
-
-	sql, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("matched AS (%s)", sql), args, nil
-}
-
-// buildRankedCTE builds `ranked`: [start,end] bounds per matched trace, read from the
-// small trace-summary table.
-func (b *scopedTraceStatementBuilder) buildRankedCTE(start, end uint64) (string, []any) {
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("trace_id", "min(start) AS t_start", "max(end) AS t_end")
-	sb.From(summaryTable())
-	sb.Where(
-		"trace_id GLOBAL IN (SELECT trace_id FROM matched)",
-		"end >= fromUnixTimestamp64Nano("+sb.Var(start)+")",
-		"start < fromUnixTimestamp64Nano("+sb.Var(end)+")",
-	)
-	sb.GroupBy("trace_id")
-	sql, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("ranked AS (%s)", sql), args
-}
-
-// buildBucketsCTE builds `buckets`: the ts_bucket_start values the matched traces
-// span, so the enrichment scan is primary-key pruned. No args.
-func buildBucketsCTE() string {
-	adj := querybuilder.BucketAdjustment // 30-min bucket width in seconds
-	return fmt.Sprintf("buckets AS (SELECT DISTINCT b AS ts_bucket FROM ranked "+
-		"ARRAY JOIN range("+
-		"toUInt64(intDiv(toUnixTimestamp(t_start), %d) * %d - %d), "+
-		"toUInt64(intDiv(toUnixTimestamp(t_end), %d) * %d + %d), "+
-		"%d) AS b)", adj, adj, adj, adj, adj, adj, adj)
-}
-
-// buildEnrichmentSelect builds the final SELECT: every per-trace column for the
-// matched traces over their full extent, scanning only their buckets.
-//
-// Accepted discrepancy: matched ranks/paginates on window-clipped values (and, with a
-// resource filter, only over fingerprint-matching spans), while this pass recomputes
-// and ORDER BYs full-trace values — so a trace with activity outside the window or
-// resource can sort differently than it ranked. Page membership is unaffected
-// (LIMIT/OFFSET runs only in matched); rows still sort by the values the user sees.
-// Ordering by matched's values instead would re-run the matched scan (ClickHouse
-// re-executes a CTE per reference) without fixing the visible cross-page artifact.
-func (b *scopedTraceStatementBuilder) buildEnrichmentSelect(resolved []resolvedColumn, orders []listOrder) (string, []any) {
-	sb := sqlbuilder.NewSelectBuilder()
-	selects, selectArgs := selectAllColumns(resolved)
-	sb.Select(selects...)
-	sb.From(spanTable())
-	sb.Where(
-		"ts_bucket_start GLOBAL IN (SELECT ts_bucket FROM buckets)",
-		"trace_id GLOBAL IN (SELECT trace_id FROM ranked)",
-	)
-	sb.GroupBy("trace_id")
-	sb.OrderBy(orderClause(orders)...)
-	sql, builtArgs := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return sql, append(append([]any{}, selectArgs...), builtArgs...)
-}
-
-// buildHaving rewrites a trace-level HAVING expression to the matched-pass column
-// aliases. The rewriter matches raw key text, so the trace. form is mapped alongside
-// the bare name.
-func (b *scopedTraceStatementBuilder) buildHaving(havingExpr string, orderableSet map[string]struct{}) (string, error) {
-	columnMap := make(map[string]string, len(orderableSet)*2)
-	for a := range orderableSet {
-		columnMap[a] = quoteAlias(a)
-		columnMap[telemetrytypes.FieldContextTrace.StringValue()+"."+a] = quoteAlias(a)
-	}
-	return querybuilder.NewHavingExpressionRewriter().Rewrite(havingExpr, columnMap)
-}
-
-// ---------------------------------------------------------------------------
-// Small shared SQL-builder utilities
-// ---------------------------------------------------------------------------
-
-// spanTable is the fully-qualified span index table.
-func spanTable() string {
-	return fmt.Sprintf("%s.%s", tracestelemetryschema.DBName, tracestelemetryschema.SpanIndexV3TableName)
-}
-
-// summaryTable is the fully-qualified trace-summary table.
-func summaryTable() string {
-	return fmt.Sprintf("%s.%s", tracestelemetryschema.DBName, tracestelemetryschema.TraceSummaryTableName)
-}
-
-// aggregateAliasSet is every trace-level column alias, used to classify filter keys
-// as trace-level vs span-level. Derived from the scope's columns so a new column
-// can't be forgotten; SpanLevel columns are filtered span-level, so skip them.
-func (b *scopedTraceStatementBuilder) aggregateAliasSet() map[string]struct{} {
-	set := make(map[string]struct{}, len(b.scope.Columns))
-	for _, c := range b.scope.Columns {
-		if !c.SpanLevel {
-			set[c.Alias] = struct{}{}
-		}
-	}
-	return set
-}
-
-// orderableAliasSet is the subset of aliases computable in the matched pass — the
-// only ones usable in ORDER BY and the aggregate filter.
-func orderableAliasSet(resolved []resolvedColumn) map[string]struct{} {
-	set := make(map[string]struct{})
-	for _, rc := range resolved {
-		if rc.orderable {
-			set[rc.alias] = struct{}{}
-		}
-	}
-	return set
-}
-
-// neededMatchedAliases is the minimal alias set the matched pass must select: those
-// in ORDER BY plus those in the aggregate HAVING. Everything else is left to the
-// enrichment scan.
-func neededMatchedAliases(orders []listOrder, havingExpr string, orderableSet map[string]struct{}) map[string]struct{} {
-	needed := make(map[string]struct{})
-	for _, o := range orders {
-		needed[o.alias] = struct{}{}
-	}
-	for _, name := range traceAggregateNames(havingExpr) {
-		if _, ok := orderableSet[name]; ok {
-			needed[name] = struct{}{}
-		}
-	}
-	return needed
-}
-
-// traceAggregateNames extracts the aggregate names a trace-level HAVING expression
-// references. QueryStringToKeysSelectors emits an extra attribute-context fallback
-// selector for context-prefixed keys (`trace.x` → attribute "trace.x"); only the
-// unspecified- and trace-context selectors name aggregates.
-func traceAggregateNames(havingExpr string) []string {
-	var names []string
-	for _, sel := range querybuilder.QueryStringToKeysSelectors(havingExpr) {
-		if sel.FieldContext == telemetrytypes.FieldContextUnspecified || sel.FieldContext == telemetrytypes.FieldContextTrace {
-			names = append(names, sel.Name)
-		}
-	}
-	return names
-}
-
-// validateAggregateFilter rejects a trace-level filter referencing an aggregate not
-// computable in the matched pass (e.g. span_count, trace_duration_nano).
-func validateAggregateFilter(havingExpr string, orderableSet map[string]struct{}) error {
-	if strings.TrimSpace(havingExpr) == "" {
-		return nil
-	}
-	allowed := make([]string, 0, len(orderableSet))
-	for a := range orderableSet {
-		allowed = append(allowed, a)
-	}
-	sort.Strings(allowed)
-	for _, name := range traceAggregateNames(havingExpr) {
-		if _, ok := orderableSet[name]; !ok {
-			return errors.NewInvalidInputf(errors.CodeInvalidInput,
-				"aggregate %q cannot be used in the trace-list filter; filterable aggregates: %s", name, strings.Join(allowed, ", "))
-		}
-	}
-	return nil
-}
-
-// embedExpr inlines a resolved expr into sb, replacing each `?` placeholder with a
-// builder Var so the args are tracked in appearance order. Resolved exprs carry
-// values only as bound args, so every `?` is a placeholder; a count mismatch would
-// silently shift args into the wrong slots — error out instead.
-func embedExpr(sb *sqlbuilder.SelectBuilder, expr string, args []any) (string, error) {
-	if n := strings.Count(expr, "?"); n != len(args) {
-		return "", errors.NewInternalf(errors.CodeInternal,
-			"scoped trace builder: %d placeholders != %d args embedding %q", n, len(args), expr)
-	}
-	var out strings.Builder
-	ai := 0
-	for i := 0; i < len(expr); i++ {
-		if expr[i] == '?' {
-			out.WriteString(sb.Var(args[ai]))
-			ai++
-			continue
-		}
-		out.WriteByte(expr[i])
-	}
-	return out.String(), nil
-}
-
-// windowWhere binds the time-window predicates to sb and returns them so the caller
-// can add its own predicates in the same Where call.
-func windowWhere(sb *sqlbuilder.SelectBuilder, start, end, startBucket, endBucket uint64) []string {
-	return []string{
-		sb.GE("timestamp", fmt.Sprintf("%d", start)),
-		sb.L("timestamp", fmt.Sprintf("%d", end)),
-		sb.GE("ts_bucket_start", startBucket),
-		sb.LE("ts_bucket_start", endBucket),
-	}
-}
-
-// orderClause renders the ORDER BY terms plus the trace_id tiebreak.
-func orderClause(orders []listOrder) []string {
-	out := make([]string, 0, len(orders)+1)
-	for _, o := range orders {
-		out = append(out, fmt.Sprintf("%s %s", quoteAlias(o.alias), o.direction))
-	}
-	return append(out, "trace_id DESC")
-}
-
-// selectAllColumns renders `expr AS alias` for every resolved column, args in select
-// order.
-func selectAllColumns(resolved []resolvedColumn) ([]string, []any) {
-	selects := []string{"trace_id"}
-	var args []any
-	for _, rc := range resolved {
-		selects = append(selects, rc.expr+" AS "+quoteAlias(rc.alias))
-		args = append(args, rc.args...)
-	}
-	return selects, args
-}
-
-// quoteAlias backticks an alias containing characters special to the SQL builder.
-func quoteAlias(alias string) string {
-	if strings.ContainsAny(alias, ".$`") {
-		return "`" + alias + "`"
-	}
-	return alias
-}

pkg/statementbuilder/scopedtracesstatementbuilder/statement_builder_test.go

@@ -1,31 +0,0 @@
-package scopedtracesstatementbuilder
-
-import (
-	"strings"
-	"testing"
-
-	"github.com/huandu/go-sqlbuilder"
-	"github.com/stretchr/testify/require"
-)
-
-// The full-pipeline golden tests live in pkg/statementbuilder/aistatementbuilder,
-// which exercises this
-// builder through its production provider pair. The tests here cover only what
-// needs the package internals.
-
-// embedExpr treats every `?` byte as a placeholder; a count/args mismatch (an expr
-// carrying a literal `?`, or a dropped arg) must fail loudly instead of silently
-// shifting every subsequent arg into the wrong placeholder.
-func TestEmbedExpr_PlaceholderArgMismatch(t *testing.T) {
-	sb := sqlbuilder.NewSelectBuilder()
-
-	out, err := embedExpr(sb, "x = ? AND y = ?", []any{1, 2})
-	require.NoError(t, err)
-	require.Equal(t, 2, strings.Count(out, "$"), "both placeholders bound as builder vars")
-
-	_, err = embedExpr(sb, "x = ? AND y LIKE 'a?b'", []any{1})
-	require.Error(t, err, "literal ? in the expr must not pass as a placeholder")
-
-	_, err = embedExpr(sb, "x = ?", []any{1, 2})
-	require.Error(t, err, "extra args must not be silently dropped")
-}

pkg/telemetryaudit/condition_builder.go

@@ -1,4 +1,4 @@
-package audittelemetryschema
+package telemetryaudit
 
 import (
 	"context"

pkg/telemetryaudit/const.go

@@ -1,4 +1,4 @@
-package audittelemetryschema
+package telemetryaudit
 
 import (
 	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
@@ -127,14 +127,3 @@ var auditLogColumns = map[string]*schema.Column{
 	"scope_version":        {Name: "scope_version", Type: schema.ColumnTypeString},
 	"scope_string":         {Name: "scope_string", Type: schema.MapColumnType{KeyType: schema.LowCardinalityColumnType{ElementType: schema.ColumnTypeString}, ValueType: schema.ColumnTypeString}},
 }
-
-const (
-	DBName                      = "signoz_audit"
-	AuditLogsTableName          = "distributed_logs"
-	AuditLogsLocalTableName     = "logs"
-	TagAttributesTableName      = "distributed_tag_attributes"
-	TagAttributesLocalTableName = "tag_attributes"
-	LogAttributeKeysTblName     = "distributed_logs_attribute_keys"
-	LogResourceKeysTblName      = "distributed_logs_resource_keys"
-	LogsResourceTableName       = "distributed_logs_resource"
-)

pkg/telemetryaudit/field_mapper.go

@@ -1,4 +1,4 @@
-package audittelemetryschema
+package telemetryaudit
 
 import (
 	"context"

pkg/telemetryaudit/statement_builder.go

@@ -1,4 +1,4 @@
-package auditstatementbuilder
+package telemetryaudit
 
 import (
 	"context"
@@ -10,9 +10,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/resourcefilter"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/audittelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetryresourcefilter"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -31,25 +29,6 @@ type auditQueryStatementBuilder struct {
 
 var _ qbtypes.StatementBuilder[qbtypes.LogAggregation] = (*auditQueryStatementBuilder)(nil)
 
-// NewFactory returns a provider factory for the audit statement builder. Its New
-// internalizes the FieldMapper, ConditionBuilder, and AggExprRewriter.
-func NewFactory(
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[qbtypes.StatementBuilder[qbtypes.LogAggregation], statementbuilder.Config] {
-	return factory.NewProviderFactory(
-		factory.MustNewName("audit"),
-		func(_ context.Context, settings factory.ProviderSettings, _ statementbuilder.Config) (qbtypes.StatementBuilder[qbtypes.LogAggregation], error) {
-			fm := audittelemetryschema.NewFieldMapper()
-			cb := audittelemetryschema.NewConditionBuilder(fm)
-			aggExprRewriter := querybuilder.NewAggExprRewriter(settings, audittelemetryschema.DefaultFullTextColumn, fm, cb, fl)
-			return NewAuditQueryStatementBuilder(
-				settings, metadataStore, fm, cb, aggExprRewriter, audittelemetryschema.DefaultFullTextColumn, fl,
-			), nil
-		},
-	)
-}
-
 func NewAuditQueryStatementBuilder(
 	settings factory.ProviderSettings,
 	metadataStore telemetrytypes.MetadataStore,
@@ -59,12 +38,12 @@ func NewAuditQueryStatementBuilder(
 	fullTextColumn *telemetrytypes.TelemetryFieldKey,
 	flagger flagger.Flagger,
 ) *auditQueryStatementBuilder {
-	auditSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetryschema/audittelemetryschema")
+	auditSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetryaudit")
 
-	resourceFilterStmtBuilder := resourcefilter.New[qbtypes.LogAggregation](
+	resourceFilterStmtBuilder := telemetryresourcefilter.New[qbtypes.LogAggregation](
 		settings,
-		audittelemetryschema.DBName,
-		audittelemetryschema.LogsResourceTableName,
+		DBName,
+		LogsResourceTableName,
 		telemetrytypes.SignalLogs,
 		telemetrytypes.SourceAudit,
 		metadataStore,
@@ -212,8 +191,8 @@ func (b *auditQueryStatementBuilder) adjustKeys(ctx context.Context, keys map[st
 }
 
 func (b *auditQueryStatementBuilder) adjustKey(key *telemetrytypes.TelemetryFieldKey, keys map[string][]*telemetrytypes.TelemetryFieldKey) []string {
-	if _, ok := audittelemetryschema.IntrinsicFields[key.Name]; ok {
-		intrinsicField := audittelemetryschema.IntrinsicFields[key.Name]
+	if _, ok := IntrinsicFields[key.Name]; ok {
+		intrinsicField := IntrinsicFields[key.Name]
 		return querybuilder.AdjustKey(key, keys, &intrinsicField)
 	}
 	return querybuilder.AdjustKey(key, keys, nil)
@@ -240,26 +219,26 @@ func (b *auditQueryStatementBuilder) buildListQuery(
 		cteArgs = append(cteArgs, args)
 	}
 
-	sb.Select(audittelemetryschema.TimestampColumn)
-	sb.SelectMore(audittelemetryschema.IDColumn)
+	sb.Select(TimestampColumn)
+	sb.SelectMore(IDColumn)
 	if len(query.SelectFields) == 0 {
-		sb.SelectMore(audittelemetryschema.TraceIDColumn)
-		sb.SelectMore(audittelemetryschema.SpanIDColumn)
-		sb.SelectMore(audittelemetryschema.TraceFlagsColumn)
-		sb.SelectMore(audittelemetryschema.SeverityTextColumn)
-		sb.SelectMore(audittelemetryschema.SeverityNumberColumn)
-		sb.SelectMore(audittelemetryschema.ScopeNameColumn)
-		sb.SelectMore(audittelemetryschema.ScopeVersionColumn)
-		sb.SelectMore(audittelemetryschema.BodyColumn)
-		sb.SelectMore(audittelemetryschema.EventNameColumn)
-		sb.SelectMore(audittelemetryschema.AttributesStringColumn)
-		sb.SelectMore(audittelemetryschema.AttributesNumberColumn)
-		sb.SelectMore(audittelemetryschema.AttributesBoolColumn)
-		sb.SelectMore(audittelemetryschema.ResourceColumn)
-		sb.SelectMore(audittelemetryschema.ScopeStringColumn)
+		sb.SelectMore(TraceIDColumn)
+		sb.SelectMore(SpanIDColumn)
+		sb.SelectMore(TraceFlagsColumn)
+		sb.SelectMore(SeverityTextColumn)
+		sb.SelectMore(SeverityNumberColumn)
+		sb.SelectMore(ScopeNameColumn)
+		sb.SelectMore(ScopeVersionColumn)
+		sb.SelectMore(BodyColumn)
+		sb.SelectMore(EventNameColumn)
+		sb.SelectMore(AttributesStringColumn)
+		sb.SelectMore(AttributesNumberColumn)
+		sb.SelectMore(AttributesBoolColumn)
+		sb.SelectMore(ResourceColumn)
+		sb.SelectMore(ScopeStringColumn)
 	} else {
 		for index := range query.SelectFields {
-			if query.SelectFields[index].Name == audittelemetryschema.TimestampColumn || query.SelectFields[index].Name == audittelemetryschema.IDColumn {
+			if query.SelectFields[index].Name == TimestampColumn || query.SelectFields[index].Name == IDColumn {
 				continue
 			}
 
@@ -271,7 +250,7 @@ func (b *auditQueryStatementBuilder) buildListQuery(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", audittelemetryschema.DBName, audittelemetryschema.AuditLogsTableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, AuditLogsTableName))
 
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables)
 	if err != nil {
@@ -361,7 +340,7 @@ func (b *auditQueryStatementBuilder) buildTimeSeriesQuery(
 		sb.SelectMore(fmt.Sprintf("%s AS __result_%d", rewritten, i))
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", audittelemetryschema.DBName, audittelemetryschema.AuditLogsTableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, AuditLogsTableName))
 
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables)
 	if err != nil {
@@ -499,7 +478,7 @@ func (b *auditQueryStatementBuilder) buildScalarQuery(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", audittelemetryschema.DBName, audittelemetryschema.AuditLogsTableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, AuditLogsTableName))
 
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables)
 	if err != nil {

pkg/telemetryaudit/statement_builder_test.go

@@ -1,4 +1,4 @@
-package auditstatementbuilder
+package telemetryaudit
 
 import (
 	"context"
@@ -8,7 +8,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/audittelemetryschema"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
@@ -55,8 +54,8 @@ func newTestAuditStatementBuilder(t *testing.T) *auditQueryStatementBuilder {
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 	mockMetadataStore.KeysMap = auditFieldKeyMap()
 
-	fm := audittelemetryschema.NewFieldMapper()
-	cb := audittelemetryschema.NewConditionBuilder(fm)
+	fm := NewFieldMapper()
+	cb := NewConditionBuilder(fm)
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
 	return NewAuditQueryStatementBuilder(
@@ -65,7 +64,7 @@ func newTestAuditStatementBuilder(t *testing.T) *auditQueryStatementBuilder {
 		fm,
 		cb,
 		aggExprRewriter,
-		audittelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 	)
 }

pkg/telemetryaudit/tables.go

@@ -0,0 +1,12 @@
+package telemetryaudit
+
+const (
+	DBName                      = "signoz_audit"
+	AuditLogsTableName          = "distributed_logs"
+	AuditLogsLocalTableName     = "logs"
+	TagAttributesTableName      = "distributed_tag_attributes"
+	TagAttributesLocalTableName = "tag_attributes"
+	LogAttributeKeysTblName     = "distributed_logs_attribute_keys"
+	LogResourceKeysTblName      = "distributed_logs_resource_keys"
+	LogsResourceTableName       = "distributed_logs_resource"
+)

pkg/telemetrylogs/condition_builder.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"

pkg/telemetrylogs/condition_builder_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"
@@ -548,7 +548,7 @@ func TestConditionForSynthesizedPrefixedKeys(t *testing.T) {
 	t.Run("bare intrinsic column resolves to the column, not synthesized attributes", func(t *testing.T) {
 		sb := sqlbuilder.NewSelectBuilder()
 		key := telemetrytypes.TelemetryFieldKey{Name: "severity_text"}
-		conds, _, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{}, qbtypes.FilterOperatorEqual, "ERROR", sb)
+		conds, _, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{},qbtypes.FilterOperatorEqual, "ERROR", sb)
 		require.NoError(t, err)
 		require.Len(t, conds, 1)
 		sb.Where(conds...)
@@ -560,7 +560,7 @@ func TestConditionForSynthesizedPrefixedKeys(t *testing.T) {
 	t.Run("attribute context", func(t *testing.T) {
 		sb := sqlbuilder.NewSelectBuilder()
 		key := telemetrytypes.TelemetryFieldKey{Name: "custom.key", FieldContext: telemetrytypes.FieldContextAttribute}
-		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{}, qbtypes.FilterOperatorEqual, "v", sb)
+		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{},qbtypes.FilterOperatorEqual, "v", sb)
 		require.NoError(t, err)
 		assert.NotEmpty(t, warnings)
 		require.Len(t, conds, 2)
@@ -571,7 +571,7 @@ func TestConditionForSynthesizedPrefixedKeys(t *testing.T) {
 	t.Run("resource context", func(t *testing.T) {
 		sb := sqlbuilder.NewSelectBuilder()
 		key := telemetrytypes.TelemetryFieldKey{Name: "custom.key", FieldContext: telemetrytypes.FieldContextResource}
-		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{}, qbtypes.FilterOperatorEqual, "v", sb)
+		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{},qbtypes.FilterOperatorEqual, "v", sb)
 		require.NoError(t, err)
 		assert.NotEmpty(t, warnings)
 		require.Len(t, conds, 2)
@@ -582,7 +582,7 @@ func TestConditionForSynthesizedPrefixedKeys(t *testing.T) {
 	t.Run("log context folds to attributes then body", func(t *testing.T) {
 		sb := sqlbuilder.NewSelectBuilder()
 		key := telemetrytypes.TelemetryFieldKey{Name: "custom.key", FieldContext: telemetrytypes.FieldContextLog}
-		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{}, qbtypes.FilterOperatorEqual, "v", sb)
+		conds, warnings, err := cb.ConditionFor(ctx, valuer.UUID{}, 0, 0, &key, nil, qbtypes.ConditionBuilderOptions{},qbtypes.FilterOperatorEqual, "v", sb)
 		require.NoError(t, err)
 		assert.NotEmpty(t, warnings)
 		require.Len(t, conds, 4)

pkg/telemetrylogs/const.go

@@ -1,6 +1,8 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
+	"fmt"
+
 	"github.com/SigNoz/signoz-otel-collector/constants"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -39,8 +41,9 @@ const (
 
 	// messageSubColumn is the ClickHouse sub-column that body searches map to
 	// when use_json_body feature flag is true.
-	messageSubField  = "message"
-	messageSubColumn = "body_v2.message"
+	messageSubField          = "message"
+	messageSubColumn         = "body_v2.message"
+	bodySearchDefaultWarning = "body searches default to `body.message:string`. Use `body.<key>` to search a different field inside body"
 
 	// bodyMessageField is the field name addressing the message sub-field of the
 	// body when use_json_body is enabled (i.e. `body` + `.` + `message`). hasToken
@@ -134,16 +137,10 @@ var (
 	}
 )
 
-const (
-	DBName                        = "signoz_logs"
-	LogsV2TableName               = "distributed_logs_v2"
-	LogsV2LocalTableName          = "logs_v2"
-	TagAttributesV2TableName      = "distributed_tag_attributes_v2"
-	TagAttributesV2LocalTableName = "tag_attributes_v2"
-	LogAttributeKeysTblName       = "distributed_logs_attribute_keys"
-	LogResourceKeysTblName        = "distributed_logs_resource_keys"
-	LogsResourceV2TableName       = "distributed_logs_v2_resource"
-	PathTypesTableName            = "distributed_json_path_types"
-	PromotedPathsTableName        = "distributed_json_promoted_paths"
-	SkipIndexTableName            = "system.data_skipping_indices"
-)
+func bodyAliasExpression(bodyJSONEnabled bool) string {
+	if !bodyJSONEnabled {
+		return LogsV2BodyColumn
+	}
+
+	return fmt.Sprintf("%s as body", LogsV2BodyV2Column)
+}

pkg/telemetrylogs/field_mapper.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"

pkg/telemetrylogs/field_mapper_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"

pkg/telemetrylogs/filter_expr_like_warning_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"
@@ -19,7 +19,7 @@ func TestLikeAndILikeWithoutWildcards_Warns(t *testing.T) {
 	cb := NewConditionBuilder(fm, fl)
 
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	keys := BuildCompleteFieldKeyMap(releaseTime)
+	keys := buildCompleteFieldKeyMap(releaseTime)
 
 	opts := querybuilder.FilterExprVisitorOpts{
 		Context:          ctx,
@@ -57,7 +57,7 @@ func TestLikeAndILikeWithWildcards_NoWarn(t *testing.T) {
 	cb := NewConditionBuilder(fm, fl)
 
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	keys := BuildCompleteFieldKeyMap(releaseTime)
+	keys := buildCompleteFieldKeyMap(releaseTime)
 
 	opts := querybuilder.FilterExprVisitorOpts{
 		Context:          context.Background(),

pkg/telemetrylogs/filter_expr_logs_body_json_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"
@@ -21,7 +21,7 @@ func TestFilterExprLogsBodyJSON(t *testing.T) {
 	cb := NewConditionBuilder(fm, fl)
 	// Define a comprehensive set of field keys to support all test cases
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	keys := BuildCompleteFieldKeyMap(releaseTime)
+	keys := buildCompleteFieldKeyMap(releaseTime)
 
 	opts := querybuilder.FilterExprVisitorOpts{
 		Context:          context.Background(),

pkg/telemetrylogs/filter_expr_logs_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"
@@ -41,7 +41,7 @@ func TestFilterExprLogs(t *testing.T) {
 	cb := NewConditionBuilder(fm, fl)
 
 	// Define a comprehensive set of field keys to support all test cases
-	keys := BuildCompleteFieldKeyMap(releaseTime)
+	keys := buildCompleteFieldKeyMap(releaseTime)
 
 	opts := querybuilder.FilterExprVisitorOpts{
 		Context:          ctx,
@@ -2476,7 +2476,7 @@ func TestFilterExprLogsConflictNegation(t *testing.T) {
 
 	// Define a comprehensive set of field keys to support all test cases
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	keys := BuildCompleteFieldKeyMap(releaseTime)
+	keys := buildCompleteFieldKeyMap(releaseTime)
 
 	keys["body"] = []*telemetrytypes.TelemetryFieldKey{
 		{

pkg/telemetrylogs/groupby_unknown_key_test.go

@@ -1,4 +1,4 @@
-package logsstatementbuilder
+package telemetrylogs
 
 import (
 	"context"
@@ -8,7 +8,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
@@ -44,14 +43,14 @@ func TestStatementBuilderGroupByUnknownKey(t *testing.T) {
 		t.Run(c.name, func(t *testing.T) {
 			fl := flaggertest.WithUseJSONBody(t, c.useJSONBody)
 			mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-			mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
-			fm := logstelemetryschema.NewFieldMapper(fl)
-			cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+			mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+			fm := NewFieldMapper(fl)
+			cb := NewConditionBuilder(fm, fl)
 			aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 			statementBuilder := NewLogQueryStatementBuilder(
 				instrumentationtest.New().ToProviderSettings(),
 				mockMetadataStore, fm, cb, aggExprRewriter,
-				logstelemetryschema.DefaultFullTextColumn, fl, nil, false, 100000,
+				DefaultFullTextColumn, fl, nil, false, 100000,
 			)
 
 			query := qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{

pkg/telemetrylogs/json_condition_builder.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"fmt"

pkg/telemetrylogs/json_planless_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"strings"

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -1,4 +1,4 @@
-package logsstatementbuilder
+package telemetrylogs
 
 import (
 	"context"
@@ -11,7 +11,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
@@ -1226,7 +1225,7 @@ func TestJSONStmtBuilder_OrderBy(t *testing.T) {
 func TestResourceAggrAndGroupBy_WithJSONEnabled(t *testing.T) {
 	statementBuilder, metadataStore := buildJSONTestStatementBuilder(t, false)
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	keysMap := logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
+	keysMap := buildCompleteFieldKeyMap(releaseTime)
 	for _, keys := range keysMap {
 		for _, key := range keys {
 			metadataStore.SetKey(key)
@@ -1288,7 +1287,7 @@ func TestResourceAggrAndGroupBy_WithJSONEnabled(t *testing.T) {
 
 func buildTestTelemetryMetadataStore(t *testing.T, addIndexes bool) *telemetrytypestest.MockMetadataStore {
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.SetStaticFields(logstelemetryschema.IntrinsicFields)
+	mockMetadataStore.SetStaticFields(IntrinsicFields)
 	types, _ := telemetrytypes.TestJSONTypeSet()
 	for path, fieldDataTypes := range types {
 		for _, fdt := range fieldDataTypes {
@@ -1308,15 +1307,15 @@ func buildTestTelemetryMetadataStore(t *testing.T, addIndexes bool) *telemetryty
 						Name:            path,
 						FieldContext:    telemetrytypes.FieldContextBody,
 						FieldDataType:   fdt,
-						BaseColumn:      logstelemetryschema.LogsV2BodyV2Column,
-						IndexExpression: schemamigrator.JSONSubColumnIndexExpr(logstelemetryschema.LogsV2BodyV2Column, path, jsonType.StringValue()),
+						BaseColumn:      LogsV2BodyV2Column,
+						IndexExpression: schemamigrator.JSONSubColumnIndexExpr(LogsV2BodyV2Column, path, jsonType.StringValue()),
 					})
 				}
 			}
 
 			err := key.SetJSONAccessPlan(telemetrytypes.JSONColumnMetadata{
-				BaseColumn:     logstelemetryschema.LogsV2BodyV2Column,
-				PromotedColumn: logstelemetryschema.LogsV2BodyPromotedColumn,
+				BaseColumn:     LogsV2BodyV2Column,
+				PromotedColumn: LogsV2BodyPromotedColumn,
 			}, types)
 			require.NoError(t, err)
 
@@ -1332,8 +1331,8 @@ func buildJSONTestStatementBuilder(t *testing.T, addIndexes bool) (*logQueryStat
 
 	mockMetadataStore := buildTestTelemetryMetadataStore(t, addIndexes)
 	fl := flaggertest.WithUseJSONBody(t, true)
-	fm := logstelemetryschema.NewFieldMapper(fl)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	fm := NewFieldMapper(fl)
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -1343,7 +1342,7 @@ func buildJSONTestStatementBuilder(t *testing.T, addIndexes bool) (*logQueryStat
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,

pkg/telemetrylogs/json_string.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"context"

pkg/telemetrylogs/statement_builder.go

@@ -1,4 +1,4 @@
-package logsstatementbuilder
+package telemetrylogs
 
 import (
 	"context"
@@ -10,9 +10,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/resourcefilter"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetryresourcefilter"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -21,22 +19,12 @@ import (
 	"github.com/huandu/go-sqlbuilder"
 )
 
-const bodySearchDefaultWarning = "body searches default to `body.message:string`. Use `body.<key>` to search a different field inside body"
-
-func bodyAliasExpression(bodyJSONEnabled bool) string {
-	if !bodyJSONEnabled {
-		return logstelemetryschema.LogsV2BodyColumn
-	}
-
-	return fmt.Sprintf("%s as body", logstelemetryschema.LogsV2BodyV2Column)
-}
-
 type logQueryStatementBuilder struct {
 	logger                         *slog.Logger
 	metadataStore                  telemetrytypes.MetadataStore
 	fm                             qbtypes.FieldMapper
 	cb                             qbtypes.ConditionBuilder
-	resourceFilterResolver         *resourcefilter.ResourceFingerprintResolver[qbtypes.LogAggregation]
+	resourceFilterResolver         *telemetryresourcefilter.ResourceFingerprintResolver[qbtypes.LogAggregation]
 	aggExprRewriter                qbtypes.AggExprRewriter
 	fl                             flagger.Flagger
 	skipResourceFingerprintEnabled bool
@@ -46,28 +34,6 @@ type logQueryStatementBuilder struct {
 
 var _ qbtypes.StatementBuilder[qbtypes.LogAggregation] = (*logQueryStatementBuilder)(nil)
 
-// NewFactory returns a provider factory for the logs statement builder. Its New
-// internalizes the FieldMapper, ConditionBuilder, and AggExprRewriter, and reads
-// SkipResourceFingerprint from the config.
-func NewFactory(
-	telemetryStore telemetrystore.TelemetryStore,
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[qbtypes.StatementBuilder[qbtypes.LogAggregation], statementbuilder.Config] {
-	return factory.NewProviderFactory(
-		factory.MustNewName("logs"),
-		func(_ context.Context, settings factory.ProviderSettings, cfg statementbuilder.Config) (qbtypes.StatementBuilder[qbtypes.LogAggregation], error) {
-			fm := logstelemetryschema.NewFieldMapper(fl)
-			cb := logstelemetryschema.NewConditionBuilder(fm, fl)
-			aggExprRewriter := querybuilder.NewAggExprRewriter(settings, logstelemetryschema.DefaultFullTextColumn, fm, cb, fl)
-			return NewLogQueryStatementBuilder(
-				settings, metadataStore, fm, cb, aggExprRewriter, logstelemetryschema.DefaultFullTextColumn,
-				fl, telemetryStore, cfg.SkipResourceFingerprint.Enabled, cfg.SkipResourceFingerprint.Threshold,
-			), nil
-		},
-	)
-}
-
 func NewLogQueryStatementBuilder(
 	settings factory.ProviderSettings,
 	metadataStore telemetrytypes.MetadataStore,
@@ -80,12 +46,12 @@ func NewLogQueryStatementBuilder(
 	skipResourceFingerprintEnable bool,
 	skipResourceFingerprintThreshold uint64,
 ) *logQueryStatementBuilder {
-	logsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema")
+	logsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrylogs")
 
-	resourceFilterResolver := resourcefilter.NewResolver[qbtypes.LogAggregation](
+	resourceFilterResolver := telemetryresourcefilter.NewResolver[qbtypes.LogAggregation](
 		settings,
-		logstelemetryschema.DBName,
-		logstelemetryschema.LogsResourceV2TableName,
+		DBName,
+		LogsResourceV2TableName,
 		telemetrytypes.SignalLogs,
 		telemetrytypes.SourceUnspecified,
 		metadataStore,
@@ -208,7 +174,7 @@ func getKeySelectors(query qbtypes.QueryBuilderQuery[qbtypes.LogAggregation], bo
 	// TODO(Piyush): Setup better for coming FTS support.
 	if bodyJSONEnabled {
 		for _, sel := range keySelectors {
-			if sel.Name == logstelemetryschema.LogsV2BodyColumn {
+			if sel.Name == LogsV2BodyColumn {
 				warnings = append(warnings, bodySearchDefaultWarning)
 				break
 			}
@@ -284,8 +250,8 @@ func (b *logQueryStatementBuilder) adjustKeys(ctx context.Context, keys map[stri
 func (b *logQueryStatementBuilder) adjustKey(key *telemetrytypes.TelemetryFieldKey, keys map[string][]*telemetrytypes.TelemetryFieldKey) []string {
 	// First check if it matches with any intrinsic fields
 	var intrinsicOrCalculatedField telemetrytypes.TelemetryFieldKey
-	if _, ok := logstelemetryschema.IntrinsicFields[key.Name]; ok {
-		intrinsicOrCalculatedField = logstelemetryschema.IntrinsicFields[key.Name]
+	if _, ok := IntrinsicFields[key.Name]; ok {
+		intrinsicOrCalculatedField = IntrinsicFields[key.Name]
 		return querybuilder.AdjustKey(key, keys, &intrinsicOrCalculatedField)
 	}
 
@@ -318,28 +284,28 @@ func (b *logQueryStatementBuilder) buildListQuery(
 	}
 
 	// Select timestamp and id by default
-	sb.Select(logstelemetryschema.LogsV2TimestampColumn)
-	sb.SelectMore(logstelemetryschema.LogsV2IDColumn)
+	sb.Select(LogsV2TimestampColumn)
+	sb.SelectMore(LogsV2IDColumn)
 	if len(query.SelectFields) == 0 {
 		// Select all default columns
-		sb.SelectMore(logstelemetryschema.LogsV2TraceIDColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2SpanIDColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2TraceFlagsColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2SeverityTextColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2SeverityNumberColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2ScopeNameColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2ScopeVersionColumn)
+		sb.SelectMore(LogsV2TraceIDColumn)
+		sb.SelectMore(LogsV2SpanIDColumn)
+		sb.SelectMore(LogsV2TraceFlagsColumn)
+		sb.SelectMore(LogsV2SeverityTextColumn)
+		sb.SelectMore(LogsV2SeverityNumberColumn)
+		sb.SelectMore(LogsV2ScopeNameColumn)
+		sb.SelectMore(LogsV2ScopeVersionColumn)
 		sb.SelectMore(bodyAliasExpression(b.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(orgID))))
-		sb.SelectMore(logstelemetryschema.LogsV2AttributesStringColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2AttributesNumberColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2AttributesBoolColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2ResourcesStringColumn)
-		sb.SelectMore(logstelemetryschema.LogsV2ScopeStringColumn)
+		sb.SelectMore(LogsV2AttributesStringColumn)
+		sb.SelectMore(LogsV2AttributesNumberColumn)
+		sb.SelectMore(LogsV2AttributesBoolColumn)
+		sb.SelectMore(LogsV2ResourcesStringColumn)
+		sb.SelectMore(LogsV2ScopeStringColumn)
 
 	} else {
 		// Select specified columns
 		for index := range query.SelectFields {
-			if query.SelectFields[index].Name == logstelemetryschema.LogsV2TimestampColumn || query.SelectFields[index].Name == logstelemetryschema.LogsV2IDColumn {
+			if query.SelectFields[index].Name == LogsV2TimestampColumn || query.SelectFields[index].Name == LogsV2IDColumn {
 				continue
 			}
 
@@ -352,7 +318,7 @@ func (b *logQueryStatementBuilder) buildListQuery(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", logstelemetryschema.DBName, logstelemetryschema.LogsV2TableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 	// Add filter conditions
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables, skipResourceFilter)
 
@@ -458,7 +424,7 @@ func (b *logQueryStatementBuilder) buildTimeSeriesQuery(
 	}
 
 	// Add FROM clause
-	sb.From(fmt.Sprintf("%s.%s", logstelemetryschema.DBName, logstelemetryschema.LogsV2TableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables, skipResourceFilter)
 
@@ -626,7 +592,7 @@ func (b *logQueryStatementBuilder) buildScalarQuery(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", logstelemetryschema.DBName, logstelemetryschema.LogsV2TableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 
 	// Add filter conditions
 	preparedWhereClause, err := b.addFilterCondition(ctx, orgID, sb, start, end, query, keys, variables, skipResourceFilter)

pkg/telemetrylogs/stmt_builder_having_test.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"testing"

pkg/telemetrylogs/stmt_builder_test.go

@@ -1,4 +1,4 @@
-package logsstatementbuilder
+package telemetrylogs
 
 import (
 	"context"
@@ -11,7 +11,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -213,12 +212,12 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 	fl := flaggertest.New(t)
 
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	keysMap := logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
+	keysMap := buildCompleteFieldKeyMap(releaseTime)
 
 	mockMetadataStore.KeysMap = keysMap
 
-	fm := logstelemetryschema.NewFieldMapper(fl)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	fm := NewFieldMapper(fl)
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -228,7 +227,7 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -356,12 +355,12 @@ func TestStatementBuilderListQuery(t *testing.T) {
 	ctx := context.Background()
 	fl := flaggertest.New(t)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	fm := logstelemetryschema.NewFieldMapper(fl)
+	fm := NewFieldMapper(fl)
 
 	// Create a test release time
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -371,7 +370,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -508,11 +507,11 @@ func TestStatementBuilderListQueryResourceTests(t *testing.T) {
 	ctx := context.Background()
 	fl := flaggertest.New(t)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	fm := logstelemetryschema.NewFieldMapper(fl)
+	fm := NewFieldMapper(fl)
 	// Create a test release time
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -522,7 +521,7 @@ func TestStatementBuilderListQueryResourceTests(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -586,11 +585,11 @@ func TestStatementBuilderTimeSeriesBodyGroupBy(t *testing.T) {
 	ctx := context.Background()
 	fl := flaggertest.New(t)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	fm := logstelemetryschema.NewFieldMapper(fl)
+	fm := NewFieldMapper(fl)
 	// Create a test release time
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -600,7 +599,7 @@ func TestStatementBuilderTimeSeriesBodyGroupBy(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -685,9 +684,9 @@ func TestStatementBuilderListQueryServiceCollision(t *testing.T) {
 	ctx := context.Background()
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 	fl := flaggertest.New(t)
-	fm := logstelemetryschema.NewFieldMapper(fl)
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMapCollision()
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	fm := NewFieldMapper(fl)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMapCollision()
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -697,7 +696,7 @@ func TestStatementBuilderListQueryServiceCollision(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -741,8 +740,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: logstelemetryschema.IntrinsicFields["severity_text"],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: IntrinsicFields["severity_text"],
 		},
 		{
 			name: "intrinsic field with other key match - no override",
@@ -778,7 +777,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextBody,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "severity_number",
 				FieldContext:  telemetrytypes.FieldContextBody,
@@ -792,8 +791,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: *logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)["service.name"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["service.name"][0],
 		},
 		{
 			name: "single matching key with incorrect context specified - no override",
@@ -802,7 +801,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "service.name",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -816,8 +815,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: *logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)["service.name"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["service.name"][0],
 		},
 		{
 			name: "multiple matching keys - all materialized",
@@ -826,7 +825,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "multi.mat.key",
 				FieldDataType: telemetrytypes.FieldDataTypeString,
@@ -840,7 +839,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "mixed.materialization.key",
 				FieldDataType: telemetrytypes.FieldDataTypeString,
@@ -854,8 +853,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: *logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)["mixed.materialization.key"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["mixed.materialization.key"][0],
 		},
 		{
 			name: "no matching keys - unknown field",
@@ -864,7 +863,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "unknown.field",
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
@@ -879,7 +878,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "unknown.field",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -894,8 +893,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: *logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)["mat.key"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["mat.key"][0],
 		},
 		{
 			name: "non-materialized field",
@@ -904,16 +903,16 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime),
-			expectedKey: *logstelemetryschema.BuildCompleteFieldKeyMap(releaseTime)["user.id"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["user.id"][0],
 		},
 	}
 
 	fl := flaggertest.New(t)
-	fm := logstelemetryschema.NewFieldMapper(fl)
+	fm := NewFieldMapper(fl)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMapCollision()
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMapCollision()
+	cb := NewConditionBuilder(fm, fl)
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, fl)
 
@@ -923,7 +922,7 @@ func TestAdjustKey(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		nil,
 		false,
@@ -1055,11 +1054,11 @@ func TestStmtBuilderBodyField(t *testing.T) {
 	for _, c := range cases {
 		t.Run(c.name, func(t *testing.T) {
 			fl := flaggertest.WithUseJSONBody(t, c.enableUseJSONBody)
-			fm := logstelemetryschema.NewFieldMapper(fl)
-			cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+			fm := NewFieldMapper(fl)
+			cb := NewConditionBuilder(fm, fl)
 			// build the key map
 			mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-			for _, field := range logstelemetryschema.IntrinsicFields {
+			for _, field := range IntrinsicFields {
 				f := field
 				mockMetadataStore.KeysMap[field.Name] = append(mockMetadataStore.KeysMap[field.Name], &f)
 			}
@@ -1070,7 +1069,7 @@ func TestStmtBuilderBodyField(t *testing.T) {
 				fm,
 				cb,
 				aggExprRewriter,
-				logstelemetryschema.DefaultFullTextColumn,
+				DefaultFullTextColumn,
 				fl,
 				nil,
 				false,
@@ -1156,11 +1155,11 @@ func TestStmtBuilderBodyFullTextSearch(t *testing.T) {
 	for _, c := range cases {
 		t.Run(c.name, func(t *testing.T) {
 			fl := flaggertest.WithUseJSONBody(t, c.enableUseJSONBody)
-			fm := logstelemetryschema.NewFieldMapper(fl)
-			cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+			fm := NewFieldMapper(fl)
+			cb := NewConditionBuilder(fm, fl)
 			// build the key map
 			mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-			for _, field := range logstelemetryschema.IntrinsicFields {
+			for _, field := range IntrinsicFields {
 				f := field
 				mockMetadataStore.KeysMap[field.Name] = append(mockMetadataStore.KeysMap[field.Name], &f)
 			}
@@ -1171,7 +1170,7 @@ func TestStmtBuilderBodyFullTextSearch(t *testing.T) {
 				fm,
 				cb,
 				aggExprRewriter,
-				logstelemetryschema.DefaultFullTextColumn,
+				DefaultFullTextColumn,
 				fl,
 				nil,
 				false,
@@ -1274,14 +1273,14 @@ func newSkipResourceFingerprintLogsBuilder(
 	t.Helper()
 
 	fl := flaggertest.New(t)
-	fm := logstelemetryschema.NewFieldMapper(fl)
-	cb := logstelemetryschema.NewConditionBuilder(fm, fl)
+	fm := NewFieldMapper(fl)
+	cb := NewConditionBuilder(fm, fl)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = logstelemetryschema.BuildCompleteFieldKeyMap(time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC))
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC))
 
 	aggExprRewriter := querybuilder.NewAggExprRewriter(
 		instrumentationtest.New().ToProviderSettings(),
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fm,
 		cb,
 		fl,
@@ -1293,7 +1292,7 @@ func newSkipResourceFingerprintLogsBuilder(
 		fm,
 		cb,
 		aggExprRewriter,
-		logstelemetryschema.DefaultFullTextColumn,
+		DefaultFullTextColumn,
 		fl,
 		telemetryStore,
 		skipEnable,

pkg/telemetrylogs/tables.go

@@ -0,0 +1,15 @@
+package telemetrylogs
+
+const (
+	DBName                        = "signoz_logs"
+	LogsV2TableName               = "distributed_logs_v2"
+	LogsV2LocalTableName          = "logs_v2"
+	TagAttributesV2TableName      = "distributed_tag_attributes_v2"
+	TagAttributesV2LocalTableName = "tag_attributes_v2"
+	LogAttributeKeysTblName       = "distributed_logs_attribute_keys"
+	LogResourceKeysTblName        = "distributed_logs_resource_keys"
+	LogsResourceV2TableName       = "distributed_logs_v2_resource"
+	PathTypesTableName            = "distributed_json_path_types"
+	PromotedPathsTableName        = "distributed_json_promoted_paths"
+	SkipIndexTableName            = "system.data_skipping_indices"
+)

pkg/telemetrylogs/test_data.go

@@ -1,4 +1,4 @@
-package logstelemetryschema
+package telemetrylogs
 
 import (
 	"strings"
@@ -19,7 +19,7 @@ func limitString(s string, maxLen int) string {
 }
 
 // Function to build a complete field key map for testing all scenarios.
-func BuildCompleteFieldKeyMap(releaseTime time.Time) map[string][]*telemetrytypes.TelemetryFieldKey {
+func buildCompleteFieldKeyMap(releaseTime time.Time) map[string][]*telemetrytypes.TelemetryFieldKey {
 	keysMap := map[string][]*telemetrytypes.TelemetryFieldKey{
 		"service.name": {
 			{
@@ -953,7 +953,7 @@ func BuildCompleteFieldKeyMap(releaseTime time.Time) map[string][]*telemetrytype
 	return keysMap
 }
 
-func BuildCompleteFieldKeyMapCollision() map[string][]*telemetrytypes.TelemetryFieldKey {
+func buildCompleteFieldKeyMapCollision() map[string][]*telemetrytypes.TelemetryFieldKey {
 	keysMap := map[string][]*telemetrytypes.TelemetryFieldKey{
 		"service.name": {
 			{

pkg/telemetrymetadata/body_json_metadata.go

@@ -13,7 +13,7 @@ import (
 	"github.com/SigNoz/signoz-otel-collector/constants"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -139,8 +139,8 @@ func buildListLogsJSONIndexesQuery(cluster string, filters ...string) (string, [
 		"name", "type_full", "expr", "granularity",
 	).From(fmt.Sprintf("clusterAllReplicas('%s', %s)", cluster, SkipIndexTableName))
 
-	sb.Where(sb.Equal("database", logstelemetryschema.DBName))
-	sb.Where(sb.Equal("table", logstelemetryschema.LogsV2LocalTableName))
+	sb.Where(sb.Equal("database", telemetrylogs.DBName))
+	sb.Where(sb.Equal("table", telemetrylogs.LogsV2LocalTableName))
 	sb.Where(sb.Or(
 		sb.ILike("expr", fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyV2ColumnPrefix))),
 		sb.ILike("expr", fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyPromotedColumnPrefix))),
@@ -189,12 +189,12 @@ func (t *telemetryMetaStore) ListLogsJSONIndexes(ctx context.Context, filters ..
 		baseColumn := ""
 		fieldName := ""
 		switch {
-		case strings.HasPrefix(columnExpr, logstelemetryschema.BodyV2ColumnPrefix):
-			baseColumn = logstelemetryschema.BodyV2ColumnPrefix
-			fieldName = strings.TrimPrefix(columnExpr, logstelemetryschema.BodyV2ColumnPrefix)
-		case strings.HasPrefix(columnExpr, logstelemetryschema.BodyPromotedColumnPrefix):
-			baseColumn = logstelemetryschema.BodyPromotedColumnPrefix
-			fieldName = strings.TrimPrefix(columnExpr, logstelemetryschema.BodyPromotedColumnPrefix)
+		case strings.HasPrefix(columnExpr, telemetrylogs.BodyV2ColumnPrefix):
+			baseColumn = telemetrylogs.BodyV2ColumnPrefix
+			fieldName = strings.TrimPrefix(columnExpr, telemetrylogs.BodyV2ColumnPrefix)
+		case strings.HasPrefix(columnExpr, telemetrylogs.BodyPromotedColumnPrefix):
+			baseColumn = telemetrylogs.BodyPromotedColumnPrefix
+			fieldName = strings.TrimPrefix(columnExpr, telemetrylogs.BodyPromotedColumnPrefix)
 		}
 		fieldName = strings.ReplaceAll(fieldName, "`", "")
 
@@ -228,12 +228,12 @@ func (t *telemetryMetaStore) ListJSONValues(ctx context.Context, path string, li
 	}
 
 	if promoted {
-		path = logstelemetryschema.BodyPromotedColumnPrefix + path
+		path = telemetrylogs.BodyPromotedColumnPrefix + path
 	} else {
-		path = logstelemetryschema.BodyV2ColumnPrefix + path
+		path = telemetrylogs.BodyV2ColumnPrefix + path
 	}
 
-	from := fmt.Sprintf("%s.%s", logstelemetryschema.DBName, logstelemetryschema.LogsV2TableName)
+	from := fmt.Sprintf("%s.%s", telemetrylogs.DBName, telemetrylogs.LogsV2TableName)
 	colExpr := func(typ telemetrytypes.JSONDataType) string {
 		return fmt.Sprintf("dynamicElement(%s, '%s')", path, typ.StringValue())
 	}
@@ -382,7 +382,7 @@ func (t *telemetryMetaStore) IsPathPromoted(ctx context.Context, path string) (b
 	split := strings.Split(path, telemetrytypes.ArraySep)
 	pathSegment := split[0]
 	query := fmt.Sprintf("SELECT 1 FROM %s.%s WHERE signal = ? AND column_name = ? AND field_context = ? AND field_name = ? LIMIT 1", DBName, PromotedPathsTableName)
-	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, telemetrytypes.SignalLogs, logstelemetryschema.LogsV2BodyPromotedColumn, telemetrytypes.FieldContextBody, pathSegment)
+	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, telemetrytypes.SignalLogs, telemetrylogs.LogsV2BodyPromotedColumn, telemetrytypes.FieldContextBody, pathSegment)
 	if err != nil {
 		return false, errors.WrapInternalf(err, CodeFailCheckPathPromoted, "failed to check if path %s is promoted", path)
 	}
@@ -397,7 +397,7 @@ func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...stri
 	sb := sqlbuilder.Select("field_name").From(fmt.Sprintf("%s.%s", DBName, PromotedPathsTableName))
 	conditions := []string{
 		sb.Equal("signal", telemetrytypes.SignalLogs),
-		sb.Equal("column_name", logstelemetryschema.LogsV2BodyPromotedColumn),
+		sb.Equal("column_name", telemetrylogs.LogsV2BodyPromotedColumn),
 		sb.Equal("field_context", telemetrytypes.FieldContextBody),
 		sb.NotEqual("field_name", "__all__"),
 	}
@@ -433,8 +433,8 @@ func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...stri
 // TODO(Piyush): Remove this function.
 func CleanPathPrefixes(path string) string {
 	path = strings.TrimPrefix(path, telemetrytypes.BodyJSONStringSearchPrefix)
-	path = strings.TrimPrefix(path, logstelemetryschema.BodyV2ColumnPrefix)
-	path = strings.TrimPrefix(path, logstelemetryschema.BodyPromotedColumnPrefix)
+	path = strings.TrimPrefix(path, telemetrylogs.BodyV2ColumnPrefix)
+	path = strings.TrimPrefix(path, telemetrylogs.BodyPromotedColumnPrefix)
 	return path
 }
 
@@ -454,7 +454,7 @@ func (t *telemetryMetaStore) PromotePaths(ctx context.Context, paths ...string)
 		if trimmed == "" {
 			continue
 		}
-		if err := batch.Append(telemetrytypes.SignalLogs, logstelemetryschema.LogsV2BodyPromotedColumn, "JSON()", telemetrytypes.FieldContextBody, trimmed, 0, releaseTime); err != nil {
+		if err := batch.Append(telemetrytypes.SignalLogs, telemetrylogs.LogsV2BodyPromotedColumn, "JSON()", telemetrytypes.FieldContextBody, trimmed, 0, releaseTime); err != nil {
 			_ = batch.Abort()
 			return errors.WrapInternalf(err, CodeFailedToAppendPath, "failed to append path")
 		}

pkg/telemetrymetadata/body_json_metadata_test.go

@@ -6,7 +6,7 @@ import (
 
 	"github.com/SigNoz/signoz-otel-collector/constants"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	"github.com/stretchr/testify/require"
 )
 
@@ -25,8 +25,8 @@ func TestBuildListLogsJSONIndexesQuery(t *testing.T) {
 			expectedSQL: "SELECT name, type_full, expr, granularity FROM clusterAllReplicas('test-cluster', system.data_skipping_indices) " +
 				"WHERE database = ? AND table = ? AND (LOWER(expr) LIKE LOWER(?) OR LOWER(expr) LIKE LOWER(?))",
 			expectedArgs: []any{
-				logstelemetryschema.DBName,
-				logstelemetryschema.LogsV2LocalTableName,
+				telemetrylogs.DBName,
+				telemetrylogs.LogsV2LocalTableName,
 				fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyV2ColumnPrefix)),
 				fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyPromotedColumnPrefix)),
 			},
@@ -38,8 +38,8 @@ func TestBuildListLogsJSONIndexesQuery(t *testing.T) {
 			expectedSQL: "SELECT name, type_full, expr, granularity FROM clusterAllReplicas('test-cluster', system.data_skipping_indices) " +
 				"WHERE database = ? AND table = ? AND (LOWER(expr) LIKE LOWER(?) OR LOWER(expr) LIKE LOWER(?)) AND (LOWER(replaceAll(expr, '`', '')) LIKE LOWER(?) OR LOWER(replaceAll(expr, '`', '')) LIKE LOWER(?))",
 			expectedArgs: []any{
-				logstelemetryschema.DBName,
-				logstelemetryschema.LogsV2LocalTableName,
+				telemetrylogs.DBName,
+				telemetrylogs.LogsV2LocalTableName,
 				fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyV2ColumnPrefix)),
 				fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(constants.BodyPromotedColumnPrefix)),
 				fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains("foo")),

pkg/telemetrymetadata/metadata.go

@@ -14,12 +14,11 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/audittelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetryaudit"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
@@ -78,6 +77,27 @@ func escapeForLike(s string) string {
 func NewTelemetryMetaStore(
 	settings factory.ProviderSettings,
 	telemetrystore telemetrystore.TelemetryStore,
+	tracesDBName string,
+	tracesFieldsTblName string,
+	spanAttributesKeysTblName string,
+	indexV3TblName string,
+	metricsDBName string,
+	metricsFieldsTblName string,
+	meterDBName string,
+	meterFieldsTblName string,
+	logsDBName string,
+	logsV2TblName string,
+	logsFieldsTblName string,
+	logAttributeKeysTblName string,
+	logResourceKeysTblName string,
+	auditDBName string,
+	auditLogsTblName string,
+	auditFieldsTblName string,
+	auditAttributeKeysTblName string,
+	auditResourceKeysTblName string,
+	relatedMetadataDBName string,
+	relatedMetadataTblName string,
+	columnEvolutionMetadataTblName string,
 	fl flagger.Flagger,
 ) telemetrytypes.MetadataStore {
 	metadataSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrymetadata")
@@ -88,32 +108,32 @@ func NewTelemetryMetaStore(
 	t := &telemetryMetaStore{
 		logger:                         metadataSettings.Logger(),
 		telemetrystore:                 telemetrystore,
-		tracesDBName:                   tracestelemetryschema.DBName,
-		tracesFieldsTblName:            tracestelemetryschema.TagAttributesV2TableName,
-		spanAttributesKeysTblName:      tracestelemetryschema.SpanAttributesKeysTblName,
-		indexV3TblName:                 tracestelemetryschema.SpanIndexV3TableName,
-		metricsDBName:                  metricstelemetryschema.DBName,
-		metricsFieldsTblName:           metricstelemetryschema.AttributesMetadataTableName,
-		meterDBName:                    metertelemetryschema.DBName,
-		meterFieldsTblName:             metertelemetryschema.SamplesAgg1dTableName,
-		logsDBName:                     logstelemetryschema.DBName,
-		logsV2TblName:                  logstelemetryschema.LogsV2TableName,
-		logsFieldsTblName:              logstelemetryschema.TagAttributesV2TableName,
-		logAttributeKeysTblName:        logstelemetryschema.LogAttributeKeysTblName,
-		logResourceKeysTblName:         logstelemetryschema.LogResourceKeysTblName,
-		auditDBName:                    audittelemetryschema.DBName,
-		auditLogsTblName:               audittelemetryschema.AuditLogsTableName,
-		auditFieldsTblName:             audittelemetryschema.TagAttributesTableName,
-		auditAttributeKeysTblName:      audittelemetryschema.LogAttributeKeysTblName,
-		auditResourceKeysTblName:       audittelemetryschema.LogResourceKeysTblName,
-		relatedMetadataDBName:          DBName,
-		relatedMetadataTblName:         AttributesMetadataTableName,
-		columnEvolutionMetadataTblName: ColumnEvolutionMetadataTableName,
+		tracesDBName:                   tracesDBName,
+		tracesFieldsTblName:            tracesFieldsTblName,
+		spanAttributesKeysTblName:      spanAttributesKeysTblName,
+		indexV3TblName:                 indexV3TblName,
+		metricsDBName:                  metricsDBName,
+		metricsFieldsTblName:           metricsFieldsTblName,
+		meterDBName:                    meterDBName,
+		meterFieldsTblName:             meterFieldsTblName,
+		logsDBName:                     logsDBName,
+		logsV2TblName:                  logsV2TblName,
+		logsFieldsTblName:              logsFieldsTblName,
+		logAttributeKeysTblName:        logAttributeKeysTblName,
+		logResourceKeysTblName:         logResourceKeysTblName,
+		auditDBName:                    auditDBName,
+		auditLogsTblName:               auditLogsTblName,
+		auditFieldsTblName:             auditFieldsTblName,
+		auditAttributeKeysTblName:      auditAttributeKeysTblName,
+		auditResourceKeysTblName:       auditResourceKeysTblName,
+		relatedMetadataDBName:          relatedMetadataDBName,
+		relatedMetadataTblName:         relatedMetadataTblName,
+		columnEvolutionMetadataTblName: columnEvolutionMetadataTblName,
 		jsonColumnMetadata: map[telemetrytypes.Signal]map[telemetrytypes.FieldContext]telemetrytypes.JSONColumnMetadata{
 			telemetrytypes.SignalLogs: {
 				telemetrytypes.FieldContextBody: telemetrytypes.JSONColumnMetadata{
-					BaseColumn:     logstelemetryschema.LogsV2BodyV2Column,
-					PromotedColumn: logstelemetryschema.LogsV2BodyPromotedColumn,
+					BaseColumn:     telemetrylogs.LogsV2BodyV2Column,
+					PromotedColumn: telemetrylogs.LogsV2BodyPromotedColumn,
 				},
 			},
 		},
@@ -289,8 +309,8 @@ func (t *telemetryMetaStore) getTracesKeys(ctx context.Context, fieldKeySelector
 	complete := rowCount <= limit
 
 	staticKeys := []string{"isRoot", "isEntryPoint"}
-	staticKeys = append(staticKeys, maps.Keys(tracestelemetryschema.IntrinsicFields)...)
-	staticKeys = append(staticKeys, maps.Keys(tracestelemetryschema.CalculatedFields)...)
+	staticKeys = append(staticKeys, maps.Keys(telemetrytraces.IntrinsicFields)...)
+	staticKeys = append(staticKeys, maps.Keys(telemetrytraces.CalculatedFields)...)
 
 	// Add matching intrinsic and matching calculated fields
 	// These don't count towards the limit
@@ -304,14 +324,14 @@ func (t *telemetryMetaStore) getTracesKeys(ctx context.Context, fieldKeySelector
 		}
 
 		if found {
-			if field, exists := tracestelemetryschema.IntrinsicFields[key]; exists {
+			if field, exists := telemetrytraces.IntrinsicFields[key]; exists {
 				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
 					keys = append(keys, &field)
 				}
 				continue
 			}
 
-			if field, exists := tracestelemetryschema.CalculatedFields[key]; exists {
+			if field, exists := telemetrytraces.CalculatedFields[key]; exists {
 				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
 					keys = append(keys, &field)
 				}
@@ -636,7 +656,7 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, orgID valuer.UUID,
 	complete := rowCount <= limit
 
 	staticKeys := []string{}
-	staticKeys = append(staticKeys, maps.Keys(logstelemetryschema.IntrinsicFields)...)
+	staticKeys = append(staticKeys, maps.Keys(telemetrylogs.IntrinsicFields)...)
 
 	// Add matching intrinsic and matching calculated fields
 	// These don't count towards the limit
@@ -650,7 +670,7 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, orgID valuer.UUID,
 		}
 
 		if found {
-			if field, exists := logstelemetryschema.IntrinsicFields[key]; exists {
+			if field, exists := telemetrylogs.IntrinsicFields[key]; exists {
 				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
 					keys = append(keys, &field)
 				}
@@ -878,7 +898,7 @@ func (t *telemetryMetaStore) getAuditKeys(ctx context.Context, fieldKeySelectors
 	complete := rowCount <= limit
 
 	// Add intrinsic audit fields (same as logs intrinsics: body, severity_text, etc.)
-	staticKeys := maps.Keys(audittelemetryschema.IntrinsicFields)
+	staticKeys := maps.Keys(telemetryaudit.IntrinsicFields)
 	for _, key := range staticKeys {
 		found := false
 		for _, v := range searchTexts {
@@ -889,7 +909,7 @@ func (t *telemetryMetaStore) getAuditKeys(ctx context.Context, fieldKeySelectors
 		}
 
 		if found {
-			if field, exists := audittelemetryschema.IntrinsicFields[key]; exists {
+			if field, exists := telemetryaudit.IntrinsicFields[key]; exists {
 				if _, added := mapOfKeys[field.Name+";"+field.FieldContext.StringValue()+";"+field.FieldDataType.StringValue()]; !added {
 					keys = append(keys, &field)
 				}
@@ -1156,7 +1176,7 @@ func enrichWithIntrinsicMetricKeys(keys map[string][]*telemetrytypes.TelemetryFi
 			continue
 		}
 
-		for name, key := range metricstelemetryschema.IntrinsicMetricFieldDefinitions {
+		for name, key := range telemetrymetrics.IntrinsicMetricFieldDefinitions {
 			if !selectorMatchesIntrinsicField(selector, key) {
 				continue
 			}
@@ -1168,27 +1188,6 @@ func enrichWithIntrinsicMetricKeys(keys map[string][]*telemetrytypes.TelemetryFi
 	return keys
 }
 
-// enrichWithGenAIKeys adds keys that can be queried for GenAI signals, even though they have not been ingested yet.
-func enrichWithGenAIKeys(keys map[string][]*telemetrytypes.TelemetryFieldKey, selectors []*telemetrytypes.FieldKeySelector) map[string][]*telemetrytypes.TelemetryFieldKey {
-	for _, selector := range selectors {
-		if selector.Signal != telemetrytypes.SignalTraces && selector.Signal != telemetrytypes.SignalUnspecified {
-			continue
-		}
-		for name, def := range telemetrytypes.GenAIFieldDefinitions {
-			if len(keys[name]) > 0 {
-				continue // already resolved from ingested data
-			}
-			if !selectorMatchesIntrinsicField(selector, def) {
-				continue
-			}
-			keyCopy := def
-			keys[name] = []*telemetrytypes.TelemetryFieldKey{&keyCopy}
-		}
-	}
-
-	return keys
-}
-
 func selectorMatchesIntrinsicField(selector *telemetrytypes.FieldKeySelector, definition telemetrytypes.TelemetryFieldKey) bool {
 	if selector.FieldContext != telemetrytypes.FieldContextUnspecified && selector.FieldContext != definition.FieldContext {
 		return false
@@ -1274,9 +1273,6 @@ func (t *telemetryMetaStore) GetKeys(ctx context.Context, orgID valuer.UUID, fie
 
 	applyBackwardCompatibleKeys(mapOfKeys)
 	mapOfKeys = enrichWithIntrinsicMetricKeys(mapOfKeys, selectors)
-	if t.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableAIObservability, featuretypes.NewFlaggerEvaluationContext(orgID)) {
-		mapOfKeys = enrichWithGenAIKeys(mapOfKeys, selectors)
-	}
 
 	return mapOfKeys, complete, nil
 }
@@ -1355,9 +1351,6 @@ func (t *telemetryMetaStore) GetKeysMulti(ctx context.Context, orgID valuer.UUID
 
 	applyBackwardCompatibleKeys(mapOfKeys)
 	mapOfKeys = enrichWithIntrinsicMetricKeys(mapOfKeys, fieldKeySelectors)
-	if t.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableAIObservability, featuretypes.NewFlaggerEvaluationContext(orgID)) {
-		mapOfKeys = enrichWithGenAIKeys(mapOfKeys, fieldKeySelectors)
-	}
 
 	return mapOfKeys, complete, nil
 }
@@ -1899,7 +1892,7 @@ func (t *telemetryMetaStore) getIntrinsicMetricFieldValues(ctx context.Context,
 		instrumentationtypes.CodeNamespace:    "metadata",
 		instrumentationtypes.CodeFunctionName: "getIntrinsicMetricFieldValues",
 	})
-	key, ok := metricstelemetryschema.IntrinsicMetricFieldDefinitions[fieldValueSelector.Name]
+	key, ok := telemetrymetrics.IntrinsicMetricFieldDefinitions[fieldValueSelector.Name]
 	if !ok {
 		return &telemetrytypes.TelemetryFieldValues{}, nil
 	}
@@ -1929,18 +1922,18 @@ func (t *telemetryMetaStore) getIntrinsicMetricFieldValues(ctx context.Context,
 		tableName  string
 		extraConds []string
 	}{
-		{metricstelemetryschema.TimeseriesV41weekTableName, nil},
+		{telemetrymetrics.TimeseriesV41weekTableName, nil},
 	}
 	if reductionEnabled {
 		sources = append(sources,
 			struct {
 				tableName  string
 				extraConds []string
-			}{metricstelemetryschema.TimeseriesV4BufferTableName, []string{"is_reduced = false"}},
+			}{telemetrymetrics.TimeseriesV4BufferTableName, []string{"is_reduced = false"}},
 			struct {
 				tableName  string
 				extraConds []string
-			}{metricstelemetryschema.TimeseriesV4ReducedTableName, nil},
+			}{telemetrymetrics.TimeseriesV4ReducedTableName, nil},
 		)
 	}
 
@@ -2269,7 +2262,7 @@ func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context,
 		instrumentationtypes.CodeNamespace:    "metadata",
 		instrumentationtypes.CodeFunctionName: "fetchMetricsTemporalityAndType",
 	})
-	adjustedStartTs, adjustedEndTs, tsTableName, _ := metricstelemetryschema.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, false, nil)
+	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, false, nil)
 
 	temporalities, types, err := t.fetchTemporalityTypeForTable(ctx, tsTableName, adjustedStartTs, adjustedEndTs, metricNames)
 	if err != nil {
@@ -2278,7 +2271,7 @@ func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context,
 
 	reduced := make(map[string]bool)
 	if reductionEnabled {
-		bufferTemporalities, bufferTypes, err := t.fetchTemporalityTypeForTable(ctx, metricstelemetryschema.TimeseriesV4BufferTableName, adjustedStartTs, adjustedEndTs, metricNames, "is_reduced = false")
+		bufferTemporalities, bufferTypes, err := t.fetchTemporalityTypeForTable(ctx, telemetrymetrics.TimeseriesV4BufferTableName, adjustedStartTs, adjustedEndTs, metricNames, "is_reduced = false")
 		if err != nil {
 			return nil, nil, nil, err
 		}
@@ -2291,7 +2284,7 @@ func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context,
 			}
 		}
 
-		reducedTemporalities, reducedTypes, err := t.fetchTemporalityTypeForTable(ctx, metricstelemetryschema.TimeseriesV4ReducedTableName, adjustedStartTs, adjustedEndTs, metricNames)
+		reducedTemporalities, reducedTypes, err := t.fetchTemporalityTypeForTable(ctx, telemetrymetrics.TimeseriesV4ReducedTableName, adjustedStartTs, adjustedEndTs, metricNames)
 		if err != nil {
 			return nil, nil, nil, err
 		}
@@ -2623,13 +2616,13 @@ func (t *telemetryMetaStore) GetFirstSeenFromMetricMetadata(ctx context.Context,
 }
 
 func (t *telemetryMetaStore) FetchLastSeenInfoMulti(ctx context.Context, orgID valuer.UUID, metricNames ...string) (map[string]int64, error) {
-	lastSeenInfo, err := t.fetchLastSeenInfoForTable(ctx, metricstelemetryschema.TimeseriesV4TableName, metricNames)
+	lastSeenInfo, err := t.fetchLastSeenInfoForTable(ctx, telemetrymetrics.TimeseriesV4TableName, metricNames)
 	if err != nil {
 		return nil, err
 	}
 
 	if t.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID)) {
-		reducedLastSeen, err := t.fetchLastSeenInfoForTable(ctx, metricstelemetryschema.TimeseriesV4ReducedTableName, metricNames)
+		reducedLastSeen, err := t.fetchLastSeenInfoForTable(ctx, telemetrymetrics.TimeseriesV4ReducedTableName, metricNames)
 		if err != nil {
 			return nil, err
 		}

pkg/telemetrymetadata/metadata_query_test.go

@@ -9,8 +9,13 @@ import (
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
+	"github.com/SigNoz/signoz/pkg/telemetryaudit"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/telemetrymeter"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
+	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -37,6 +42,27 @@ func TestGetFirstSeenFromMetricMetadata(t *testing.T) {
 	metadata := NewTelemetryMetaStore(
 		instrumentationtest.New().ToProviderSettings(),
 		mockTelemetryStore,
+		telemetrytraces.DBName,
+		telemetrytraces.TagAttributesV2TableName,
+		telemetrytraces.SpanAttributesKeysTblName,
+		telemetrytraces.SpanIndexV3TableName,
+		telemetrymetrics.DBName,
+		telemetrymetrics.AttributesMetadataTableName,
+		telemetrymeter.DBName,
+		telemetrymeter.SamplesAgg1dTableName,
+		telemetrylogs.DBName,
+		telemetrylogs.LogsV2TableName,
+		telemetrylogs.TagAttributesV2TableName,
+		telemetrylogs.LogAttributeKeysTblName,
+		telemetrylogs.LogResourceKeysTblName,
+		telemetryaudit.DBName,
+		telemetryaudit.AuditLogsTableName,
+		telemetryaudit.TagAttributesTableName,
+		telemetryaudit.LogAttributeKeysTblName,
+		telemetryaudit.LogResourceKeysTblName,
+		DBName,
+		AttributesMetadataTableName,
+		ColumnEvolutionMetadataTableName,
 		flaggertest.New(t),
 	)
 

pkg/telemetrymeter/statement_builder.go

@@ -1,4 +1,4 @@
-package meterstatementbuilder
+package telemetrymeter
 
 import (
 	"context"
@@ -7,12 +7,8 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/metricsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -25,40 +21,19 @@ type meterQueryStatementBuilder struct {
 	metadataStore           telemetrytypes.MetadataStore
 	fm                      qbtypes.FieldMapper
 	cb                      qbtypes.ConditionBuilder
-	metricsStatementBuilder *metricsstatementbuilder.StatementBuilder
+	metricsStatementBuilder *telemetrymetrics.MetricQueryStatementBuilder
 }
 
 var _ qbtypes.StatementBuilder[qbtypes.MetricAggregation] = (*meterQueryStatementBuilder)(nil)
 
-// NewFactory returns a provider factory for the meter statement builder. Its New
-// reuses the metrics FieldMapper/ConditionBuilder and delegates the final SELECT
-// to a metrics statement builder built via the metrics factory.
-func NewFactory(
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[qbtypes.StatementBuilder[qbtypes.MetricAggregation], statementbuilder.Config] {
-	return factory.NewProviderFactory(
-		factory.MustNewName("meter"),
-		func(ctx context.Context, settings factory.ProviderSettings, cfg statementbuilder.Config) (qbtypes.StatementBuilder[qbtypes.MetricAggregation], error) {
-			metricsStatementBuilder, err := metricsstatementbuilder.NewFactory(metadataStore, fl).New(ctx, settings, cfg)
-			if err != nil {
-				return nil, err
-			}
-			fm := metricstelemetryschema.NewFieldMapper()
-			cb := metricstelemetryschema.NewConditionBuilder(fm)
-			return NewMeterQueryStatementBuilder(settings, metadataStore, fm, cb, metricsStatementBuilder), nil
-		},
-	)
-}
-
 func NewMeterQueryStatementBuilder(
 	settings factory.ProviderSettings,
 	metadataStore telemetrytypes.MetadataStore,
 	fieldMapper qbtypes.FieldMapper,
 	conditionBuilder qbtypes.ConditionBuilder,
-	metricsStatementBuilder *metricsstatementbuilder.StatementBuilder,
+	metricsStatementBuilder *telemetrymetrics.MetricQueryStatementBuilder,
 ) *meterQueryStatementBuilder {
-	metricsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema")
+	metricsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrymeter")
 
 	return &meterQueryStatementBuilder{
 		logger:                  metricsSettings.Logger(),
@@ -78,7 +53,7 @@ func (b *meterQueryStatementBuilder) Build(
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	variables map[string]qbtypes.VariableItem,
 ) (*qbtypes.Statement, error) {
-	keySelectors := metricsstatementbuilder.GetKeySelectors(query)
+	keySelectors := telemetrymetrics.GetKeySelectors(query)
 	keys, _, err := b.metadataStore.GetKeysMulti(ctx, orgID, keySelectors)
 	if err != nil {
 		return nil, err
@@ -158,8 +133,8 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 		sb.SelectMore(col)
 	}
 
-	tbl := metertelemetryschema.WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol, err := metertelemetryschema.AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
@@ -168,7 +143,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	}
 
 	sb.SelectMore(fmt.Sprintf("%s AS value", aggCol))
-	sb.From(fmt.Sprintf("%s.%s AS points", metertelemetryschema.DBName, tbl))
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
 		sb.GTE("unix_milli", start),
@@ -247,8 +222,8 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDelta(
 		sb.SelectMore(col)
 	}
 
-	tbl := metertelemetryschema.WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol, err := metertelemetryschema.AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
+	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
 		query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
@@ -259,7 +234,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDelta(
 
 	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	sb.From(fmt.Sprintf("%s.%s AS points", metertelemetryschema.DBName, tbl))
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
 		sb.GTE("unix_milli", start),
@@ -325,14 +300,14 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		baseSb.SelectMore(col)
 	}
 
-	tbl := metertelemetryschema.WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol, err := metertelemetryschema.AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	baseSb.From(fmt.Sprintf("%s.%s AS points", metertelemetryschema.DBName, tbl))
+	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	baseSb.Where(
 		baseSb.In("metric_name", query.Aggregations[0].MetricName),
 		baseSb.GTE("unix_milli", start),
@@ -375,7 +350,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", metricsstatementbuilder.RateTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", telemetrymetrics.RateTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
@@ -386,7 +361,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", metricsstatementbuilder.IncreaseTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", telemetrymetrics.IncreaseTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil

pkg/telemetrymeter/stmt_builder_test.go

@@ -1,4 +1,4 @@
-package meterstatementbuilder
+package telemetrymeter
 
 import (
 	"context"
@@ -7,8 +7,7 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/statementbuilder/metricsstatementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -159,8 +158,8 @@ func TestStatementBuilder(t *testing.T) {
 		},
 	}
 
-	fm := metricstelemetryschema.NewFieldMapper()
-	cb := metricstelemetryschema.NewConditionBuilder(fm)
+	fm := telemetrymetrics.NewFieldMapper()
+	cb := telemetrymetrics.NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 	keys, err := telemetrytypestest.LoadFieldKeysFromJSON("testdata/keys_map.json")
 	if err != nil {
@@ -170,7 +169,7 @@ func TestStatementBuilder(t *testing.T) {
 
 	flagger := flaggertest.New(t)
 
-	metricStmtBuilder := metricsstatementbuilder.NewMetricQueryStatementBuilder(instrumentationtest.New().ToProviderSettings(), mockMetadataStore, fm, cb, flagger)
+	metricStmtBuilder := telemetrymetrics.NewMetricQueryStatementBuilder(instrumentationtest.New().ToProviderSettings(), mockMetadataStore, fm, cb, flagger)
 
 	statementBuilder := NewMeterQueryStatementBuilder(
 		instrumentationtest.New().ToProviderSettings(),

pkg/telemetrymeter/tables.go

@@ -1,4 +1,4 @@
-package metertelemetryschema
+package telemetrymeter
 
 import (
 	"time"

pkg/telemetrymetrics/condition_builder.go

@@ -1,4 +1,4 @@
-package metricstelemetryschema
+package telemetrymetrics
 
 import (
 	"context"

pkg/telemetrymetrics/condition_builder_test.go

@@ -1,4 +1,4 @@
-package metricstelemetryschema
+package telemetrymetrics
 
 import (
 	"context"

pkg/telemetrymetrics/const.go

@@ -0,0 +1,37 @@
+package telemetrymetrics
+
+import "github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+
+var IntrinsicFields = []string{
+	"temporality",
+	"metric_name",
+	"type",
+	"is_monotonic",
+}
+
+var IntrinsicMetricFieldDefinitions = map[string]telemetrytypes.TelemetryFieldKey{
+	"metric_name": {
+		Name:          "metric_name",
+		Signal:        telemetrytypes.SignalMetrics,
+		FieldContext:  telemetrytypes.FieldContextMetric,
+		FieldDataType: telemetrytypes.FieldDataTypeString,
+	},
+	// "type": {
+	// 	Name:          "type",
+	// 	Signal:        telemetrytypes.SignalMetrics,
+	// 	FieldContext:  telemetrytypes.FieldContextMetric,
+	// 	FieldDataType: telemetrytypes.FieldDataTypeString,
+	// },
+	// "temporality": {
+	// 	Name:          "temporality",
+	// 	Signal:        telemetrytypes.SignalMetrics,
+	// 	FieldContext:  telemetrytypes.FieldContextMetric,
+	// 	FieldDataType: telemetrytypes.FieldDataTypeString,
+	// },
+	// "is_monotonic": {
+	// 	Name:          "is_monotonic",
+	// 	Signal:        telemetrytypes.SignalMetrics,
+	// 	FieldContext:  telemetrytypes.FieldContextMetric,
+	// 	FieldDataType: telemetrytypes.FieldDataTypeBool,
+	// },
+}

pkg/telemetrymetrics/field_mapper.go

@@ -1,4 +1,4 @@
-package metricstelemetryschema
+package telemetrymetrics
 
 import (
 	"context"

pkg/telemetrymetrics/field_mapper_test.go

@@ -1,4 +1,4 @@
-package metricstelemetryschema
+package telemetrymetrics
 
 import (
 	"context"

pkg/telemetrymetrics/reduced_test.go

@@ -1,4 +1,4 @@
-package metricsstatementbuilder
+package telemetrymetrics
 
 import (
 	"context"
@@ -7,7 +7,6 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -119,8 +118,8 @@ func TestReducedStatementBuilder(t *testing.T) {
 		},
 	}
 
-	fm := metricstelemetryschema.NewFieldMapper()
-	cb := metricstelemetryschema.NewConditionBuilder(fm)
+	fm := NewFieldMapper()
+	cb := NewConditionBuilder(fm)
 	fl, err := flagger.New(context.Background(), instrumentationtest.New().ToProviderSettings(), flagger.Config{}, flagger.MustNewRegistry())
 	require.NoError(t, err)
 	sb := NewMetricQueryStatementBuilder(instrumentationtest.New().ToProviderSettings(), telemetrytypestest.NewMockMetadataStore(), fm, cb, fl)

pkg/telemetrymetrics/statement_builder.go

@@ -1,4 +1,4 @@
-package metricsstatementbuilder
+package telemetrymetrics
 
 import (
 	"context"
@@ -9,8 +9,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/statementbuilder"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -31,7 +29,7 @@ const (
 	OthersMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, %s) AS per_series_value`
 )
 
-type StatementBuilder struct {
+type MetricQueryStatementBuilder struct {
 	logger        *slog.Logger
 	metadataStore telemetrytypes.MetadataStore
 	fm            qbtypes.FieldMapper
@@ -39,24 +37,7 @@ type StatementBuilder struct {
 	flagger       flagger.Flagger
 }
 
-var _ qbtypes.StatementBuilder[qbtypes.MetricAggregation] = (*StatementBuilder)(nil)
-
-// NewFactory returns a provider factory for the metrics statement builder. Its
-// New internalizes the FieldMapper and ConditionBuilder and yields the concrete
-// *StatementBuilder so the meter builder can reuse it.
-func NewFactory(
-	metadataStore telemetrytypes.MetadataStore,
-	fl flagger.Flagger,
-) factory.ProviderFactory[*StatementBuilder, statementbuilder.Config] {
-	return factory.NewProviderFactory(
-		factory.MustNewName("metrics"),
-		func(_ context.Context, settings factory.ProviderSettings, _ statementbuilder.Config) (*StatementBuilder, error) {
-			fm := metricstelemetryschema.NewFieldMapper()
-			cb := metricstelemetryschema.NewConditionBuilder(fm)
-			return NewMetricQueryStatementBuilder(settings, metadataStore, fm, cb, fl), nil
-		},
-	)
-}
+var _ qbtypes.StatementBuilder[qbtypes.MetricAggregation] = (*MetricQueryStatementBuilder)(nil)
 
 func NewMetricQueryStatementBuilder(
 	settings factory.ProviderSettings,
@@ -64,9 +45,9 @@ func NewMetricQueryStatementBuilder(
 	fieldMapper qbtypes.FieldMapper,
 	conditionBuilder qbtypes.ConditionBuilder,
 	flagger flagger.Flagger,
-) *StatementBuilder {
-	metricsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema")
-	return &StatementBuilder{
+) *MetricQueryStatementBuilder {
+	metricsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrymetrics")
+	return &MetricQueryStatementBuilder{
 		logger:        metricsSettings.Logger(),
 		metadataStore: metadataStore,
 		fm:            fieldMapper,
@@ -108,7 +89,7 @@ func GetKeySelectors(query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation])
 	return keySelectors
 }
 
-func (b *StatementBuilder) Build(
+func (b *MetricQueryStatementBuilder) Build(
 	ctx context.Context,
 	orgID valuer.UUID,
 	start uint64,
@@ -145,7 +126,7 @@ func (b *StatementBuilder) Build(
 	return b.buildPipelineStatement(ctx, orgID, start, end, query, keys, variables)
 }
 
-func (b *StatementBuilder) buildPipelineStatement(
+func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 	ctx context.Context,
 	orgID valuer.UUID,
 	start, end uint64,
@@ -207,11 +188,11 @@ func (b *StatementBuilder) buildPipelineStatement(
 	// shaped exactly like samples_v4 / time_series_v4, so once the table names are
 	// chosen the rest of the pipeline is unchanged.
 	useBuffer := agg.Reduced &&
-		end-start < metricstelemetryschema.OneDayInMilliseconds &&
-		start >= uint64(time.Now().UnixMilli())-metricstelemetryschema.OneDayInMilliseconds
+		end-start < oneDayInMilliseconds &&
+		start >= uint64(time.Now().UnixMilli())-oneDayInMilliseconds
 
-	samplesTable, _ := metricstelemetryschema.WhichSamplesTableToUse(start, end, agg.Type, agg.TimeAggregation, useBuffer, agg.TableHints)
-	tsStart, tsEnd, _, tsTable := metricstelemetryschema.WhichTSTableToUse(start, end, useBuffer, agg.TableHints)
+	samplesTable, _ := WhichSamplesTableToUse(start, end, agg.Type, agg.TimeAggregation, useBuffer, agg.TableHints)
+	tsStart, tsEnd, _, tsTable := WhichTSTableToUse(start, end, useBuffer, agg.TableHints)
 
 	var timeSeriesCTE string
 	var timeSeriesCTEArgs []any
@@ -251,7 +232,7 @@ func (b *StatementBuilder) buildPipelineStatement(
 		var tsCTE string
 		var tsArgs []any
 		// time series rows are written on hour boundaries
-		tsStart := start - (start % metricstelemetryschema.OneHourInMilliseconds)
+		tsStart := start - (start % oneHourInMilliseconds)
 		if tsCTE, tsArgs, err = b.buildReducedTimeSeriesCTE(ctx, orgID, tsStart, end, query, keys, variables); err != nil {
 			return nil, err
 		}
@@ -301,7 +282,7 @@ func unionStatements(main, reduced *qbtypes.Statement, query qbtypes.QueryBuilde
 	return &qbtypes.Statement{Query: q, Args: args, Warnings: warnings}, nil
 }
 
-func (b *StatementBuilder) buildReducedTimeSeriesCTE(
+func (b *MetricQueryStatementBuilder) buildReducedTimeSeriesCTE(
 	ctx context.Context,
 	orgID valuer.UUID,
 	start, end uint64,
@@ -331,7 +312,7 @@ func (b *StatementBuilder) buildReducedTimeSeriesCTE(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, metricstelemetryschema.TimeseriesV4ReducedLocalTableName))
+	sb.From(fmt.Sprintf("%s.%s", DBName, TimeseriesV4ReducedLocalTableName))
 	sb.Select("fingerprint")
 	for _, g := range query.GroupBy {
 		col, err := b.fm.ColumnExpressionFor(ctx, orgID, start, end, &g.TelemetryFieldKey, telemetrytypes.FieldDataTypeString, keys)
@@ -362,7 +343,7 @@ func (b *StatementBuilder) buildReducedTimeSeriesCTE(
 // spatial_aggregation_cte in one level with no per-series grouping, so shards
 // send one state per (step, group) instead of per (series, step, group).
 // FINAL still dedups recomputed 60s buckets at scan time.
-func (b *StatementBuilder) buildReducedSpatialAggFastPath(
+func (b *MetricQueryStatementBuilder) buildReducedSpatialAggFastPath(
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
@@ -371,7 +352,7 @@ func (b *StatementBuilder) buildReducedSpatialAggFastPath(
 	agg := query.Aggregations[0]
 	stepSec := int64(query.StepInterval.Seconds())
 
-	value, _, ok := metricstelemetryschema.ReducedValueColumn(agg.Type, agg.SpaceAggregation)
+	value, _, ok := ReducedValueColumn(agg.Type, agg.SpaceAggregation)
 	if !ok {
 		return "", nil, false
 	}
@@ -381,8 +362,8 @@ func (b *StatementBuilder) buildReducedSpatialAggFastPath(
 	for _, g := range query.GroupBy {
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
-	sb.SelectMore(fmt.Sprintf("%s AS value", metricstelemetryschema.ReducedTimeAggregationColumn(agg.TimeAggregation, stepSec, value)))
-	sb.From(fmt.Sprintf("%s.%s AS points FINAL", metricstelemetryschema.DBName, metricstelemetryschema.WhichReducedSamplesTableToUse(agg.Type)))
+	sb.SelectMore(fmt.Sprintf("%s AS value", ReducedTimeAggregationColumn(agg.TimeAggregation, stepSec, value)))
+	sb.From(fmt.Sprintf("%s.%s AS points FINAL", DBName, WhichReducedSamplesTableToUse(agg.Type)))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.reduced_fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", agg.MetricName),
@@ -396,7 +377,7 @@ func (b *StatementBuilder) buildReducedSpatialAggFastPath(
 	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args, true
 }
 
-func (b *StatementBuilder) buildReducedTemporalAggregationCTE(
+func (b *MetricQueryStatementBuilder) buildReducedTemporalAggregationCTE(
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
@@ -405,7 +386,7 @@ func (b *StatementBuilder) buildReducedTemporalAggregationCTE(
 	agg := query.Aggregations[0]
 	stepSec := int64(query.StepInterval.Seconds())
 
-	value, weight, ok := metricstelemetryschema.ReducedValueColumn(agg.Type, agg.SpaceAggregation)
+	value, weight, ok := ReducedValueColumn(agg.Type, agg.SpaceAggregation)
 	if !ok {
 		return "", nil, false
 	}
@@ -418,13 +399,13 @@ func (b *StatementBuilder) buildReducedTemporalAggregationCTE(
 	for _, g := range query.GroupBy {
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
-	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", metricstelemetryschema.ReducedTimeAggregationColumn(agg.TimeAggregation, stepSec, value)))
+	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", ReducedTimeAggregationColumn(agg.TimeAggregation, stepSec, value)))
 	if weight != "" {
 		// count_series is a series count, not additive over time, so the avg
 		// denominator is reduced with avg
 		sb.SelectMore(fmt.Sprintf("avg(%s) AS per_series_weight", weight))
 	}
-	sb.From(fmt.Sprintf("%s.%s AS points FINAL", metricstelemetryschema.DBName, metricstelemetryschema.WhichReducedSamplesTableToUse(agg.Type)))
+	sb.From(fmt.Sprintf("%s.%s AS points FINAL", DBName, WhichReducedSamplesTableToUse(agg.Type)))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.reduced_fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", agg.MetricName),
@@ -438,7 +419,7 @@ func (b *StatementBuilder) buildReducedTemporalAggregationCTE(
 	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, true
 }
 
-func (b *StatementBuilder) buildReducedSpatialAggregationCTE(
+func (b *MetricQueryStatementBuilder) buildReducedSpatialAggregationCTE(
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 ) (string, []any) {
 	spatial := "sum(per_series_value)"
@@ -465,7 +446,7 @@ func (b *StatementBuilder) buildReducedSpatialAggregationCTE(
 	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
 }
 
-func (b *StatementBuilder) buildTemporalAggDeltaFastPath(
+func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	samplesTable string,
@@ -484,7 +465,7 @@ func (b *StatementBuilder) buildTemporalAggDeltaFastPath(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggCol, err := metricstelemetryschema.AggregationColumnForSamplesTable(
+	aggCol, err := AggregationColumnForSamplesTable(
 		samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation,
 	)
 	if err != nil {
@@ -502,7 +483,7 @@ func (b *StatementBuilder) buildTemporalAggDeltaFastPath(
 
 	sb.SelectMore(fmt.Sprintf("%s AS value", aggCol))
 
-	sb.From(fmt.Sprintf("%s.%s AS points", metricstelemetryschema.DBName, samplesTable))
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
@@ -516,7 +497,7 @@ func (b *StatementBuilder) buildTemporalAggDeltaFastPath(
 	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args, nil
 }
 
-func (b *StatementBuilder) buildTimeSeriesCTE(
+func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 	ctx context.Context,
 	orgID valuer.UUID,
 	start, end uint64,
@@ -548,7 +529,7 @@ func (b *StatementBuilder) buildTimeSeriesCTE(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", metricstelemetryschema.DBName, tsTable))
+	sb.From(fmt.Sprintf("%s.%s", DBName, tsTable))
 
 	sb.Select("fingerprint")
 	for _, g := range query.GroupBy {
@@ -571,7 +552,7 @@ func (b *StatementBuilder) buildTimeSeriesCTE(
 
 	// the buffer holds both raw rows and the reduced catalog rows; the raw read
 	// only wants the original series
-	if tsTable == metricstelemetryschema.TimeseriesV4BufferLocalTableName {
+	if tsTable == TimeseriesV4BufferLocalTableName {
 		sb.Where(sb.EQ("is_reduced", false))
 	}
 
@@ -586,7 +567,7 @@ func (b *StatementBuilder) buildTimeSeriesCTE(
 	return fmt.Sprintf("(%s) AS filtered_time_series", q), args, nil
 }
 
-func (b *StatementBuilder) buildTemporalAggregationCTE(
+func (b *MetricQueryStatementBuilder) buildTemporalAggregationCTE(
 	ctx context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
@@ -603,7 +584,7 @@ func (b *StatementBuilder) buildTemporalAggregationCTE(
 	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, samplesTable, timeSeriesCTE, timeSeriesCTEArgs)
 }
 
-func (b *StatementBuilder) buildTemporalAggDelta(
+func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
@@ -624,7 +605,7 @@ func (b *StatementBuilder) buildTemporalAggDelta(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggCol, err := metricstelemetryschema.AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
+	aggCol, err := AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
 	if err != nil {
 		return "", nil, err
 	}
@@ -635,7 +616,7 @@ func (b *StatementBuilder) buildTemporalAggDelta(
 
 	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	sb.From(fmt.Sprintf("%s.%s AS points", metricstelemetryschema.DBName, samplesTable))
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
@@ -650,7 +631,7 @@ func (b *StatementBuilder) buildTemporalAggDelta(
 	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
 }
 
-func (b *StatementBuilder) buildTemporalAggCumulativeOrUnspecified(
+func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
@@ -670,13 +651,13 @@ func (b *StatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		baseSb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggCol, err := metricstelemetryschema.AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
+	aggCol, err := AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
 	if err != nil {
 		return "", nil, err
 	}
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	baseSb.From(fmt.Sprintf("%s.%s AS points", metricstelemetryschema.DBName, samplesTable))
+	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
 	baseSb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	baseSb.Where(
 		baseSb.In("metric_name", query.Aggregations[0].MetricName),
@@ -716,7 +697,7 @@ func (b *StatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 }
 
-func (b *StatementBuilder) buildTemporalAggForMultipleTemporalities(
+func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
@@ -735,11 +716,11 @@ func (b *StatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggForDeltaTemporality, err := metricstelemetryschema.AggregationColumnForSamplesTable(samplesTable, metrictypes.Delta, query.Aggregations[0].TimeAggregation)
+	aggForDeltaTemporality, err := AggregationColumnForSamplesTable(samplesTable, metrictypes.Delta, query.Aggregations[0].TimeAggregation)
 	if err != nil {
 		return "", nil, err
 	}
-	aggForCumulativeTemporality, err := metricstelemetryschema.AggregationColumnForSamplesTable(samplesTable, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation)
+	aggForCumulativeTemporality, err := AggregationColumnForSamplesTable(samplesTable, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation)
 	if err != nil {
 		return "", nil, err
 	}
@@ -767,7 +748,7 @@ func (b *StatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(expr)
 	}
 
-	sb.From(fmt.Sprintf("%s.%s AS points", metricstelemetryschema.DBName, samplesTable))
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
@@ -781,7 +762,7 @@ func (b *StatementBuilder) buildTemporalAggForMultipleTemporalities(
 	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", queryWithWindowAndOrder), args, nil
 }
 
-func (b *StatementBuilder) buildSpatialAggregationCTE(
+func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ context.Context,
 	_ uint64,
 	_ uint64,
@@ -807,7 +788,7 @@ func (b *StatementBuilder) buildSpatialAggregationCTE(
 	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
 }
 
-func (b *StatementBuilder) BuildFinalSelect(
+func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 	cteFragments []string,
 	cteArgs [][]any,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
@@ -852,7 +833,7 @@ func (b *StatementBuilder) BuildFinalSelect(
 			sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 		}
 
-		aggQuery, err := metricstelemetryschema.AggregationQueryForHistogramCountWithParams(query.Aggregations[0].ComparisonSpaceAggregationParam)
+		aggQuery, err := AggregationQueryForHistogramCountWithParams(query.Aggregations[0].ComparisonSpaceAggregationParam)
 		if err != nil {
 			return nil, err
 		}

pkg/telemetrymetrics/stmt_builder_test.go

@@ -1,4 +1,4 @@
-package metricsstatementbuilder
+package telemetrymetrics
 
 import (
 	"context"
@@ -7,7 +7,6 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -253,8 +252,8 @@ func TestStatementBuilder(t *testing.T) {
 		},
 	}
 
-	fm := metricstelemetryschema.NewFieldMapper()
-	cb := metricstelemetryschema.NewConditionBuilder(fm)
+	fm := NewFieldMapper()
+	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 	keys, err := telemetrytypestest.LoadFieldKeysFromJSON("testdata/keys_map.json")
 	if err != nil {

pkg/telemetrymetrics/tables.go

@@ -1,4 +1,4 @@
-package metricstelemetryschema
+package telemetrymetrics
 
 import (
 	"fmt"
@@ -6,7 +6,6 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
 const (
@@ -47,10 +46,10 @@ const (
 )
 
 var (
-	OneHourInMilliseconds  = uint64(time.Hour.Milliseconds() * 1)
+	oneHourInMilliseconds  = uint64(time.Hour.Milliseconds() * 1)
 	sixHoursInMilliseconds = uint64(time.Hour.Milliseconds() * 6)
-	OneDayInMilliseconds   = uint64(time.Hour.Milliseconds() * 24)
-	oneWeekInMilliseconds  = uint64(OneDayInMilliseconds * 7)
+	oneDayInMilliseconds   = uint64(time.Hour.Milliseconds() * 24)
+	oneWeekInMilliseconds  = uint64(oneDayInMilliseconds * 7)
 
 	// when the query requests for almost 1 day, but not exactly 1 day, we need to add an offset to the end time
 	// to make sure that we are using the correct table
@@ -69,7 +68,7 @@ func WhichTSTableToUse(
 	// the buffer holds the recent raw window for reduced metrics and has the same
 	// shape as time_series_v4; round the start to the hour like the v4 table.
 	if useBuffer {
-		start = start - (start % (OneHourInMilliseconds))
+		start = start - (start % (oneHourInMilliseconds))
 		return start, end, TimeseriesV4BufferTableName, TimeseriesV4BufferLocalTableName
 	}
 
@@ -81,7 +80,7 @@ func WhichTSTableToUse(
 			switch tableHints.TimeSeriesTableName {
 			case TimeseriesV4LocalTableName:
 				// adjust the start time to nearest 1 hour
-				start = start - (start % (OneHourInMilliseconds))
+				start = start - (start % (oneHourInMilliseconds))
 				distributedTableName = TimeseriesV4TableName
 			case TimeseriesV46hrsLocalTableName:
 				// adjust the start time to nearest 6 hours
@@ -89,7 +88,7 @@ func WhichTSTableToUse(
 				distributedTableName = TimeseriesV46hrsTableName
 			case TimeseriesV41dayLocalTableName:
 				// adjust the start time to nearest 1 day
-				start = start - (start % (OneDayInMilliseconds))
+				start = start - (start % (oneDayInMilliseconds))
 				distributedTableName = TimeseriesV41dayTableName
 			case TimeseriesV41weekLocalTableName:
 				// adjust the start time to nearest 1 week
@@ -108,17 +107,17 @@ func WhichTSTableToUse(
 	var localTableName string
 	if end-start < sixHoursInMilliseconds {
 		// adjust the start time to nearest 1 hour
-		start = start - (start % (OneHourInMilliseconds))
+		start = start - (start % (oneHourInMilliseconds))
 		distributedTableName = TimeseriesV4TableName
 		localTableName = TimeseriesV4LocalTableName
-	} else if end-start < OneDayInMilliseconds {
+	} else if end-start < oneDayInMilliseconds {
 		// adjust the start time to nearest 6 hours
 		start = start - (start % (sixHoursInMilliseconds))
 		distributedTableName = TimeseriesV46hrsTableName
 		localTableName = TimeseriesV46hrsLocalTableName
 	} else if end-start < oneWeekInMilliseconds {
 		// adjust the start time to nearest 1 day
-		start = start - (start % (OneDayInMilliseconds))
+		start = start - (start % (oneDayInMilliseconds))
 		distributedTableName = TimeseriesV41dayTableName
 		localTableName = TimeseriesV41dayLocalTableName
 	} else {
@@ -207,7 +206,7 @@ func WhichSamplesTableToUse(
 		return SamplesV4TableName, SamplesV4LocalTableName
 	}
 
-	if end-start < OneDayInMilliseconds+offsetBucket {
+	if end-start < oneDayInMilliseconds+offsetBucket {
 		return SamplesV4TableName, SamplesV4LocalTableName
 	} else if end-start < oneWeekInMilliseconds+offsetBucket {
 		return SamplesV4Agg5mTableName, SamplesV4Agg5mLocalTableName
@@ -431,37 +430,3 @@ func AggregationQueryForHistogramCountWithParams(param *metrictypes.ComparisonSp
 	}
 
 }
-
-var IntrinsicFields = []string{
-	"temporality",
-	"metric_name",
-	"type",
-	"is_monotonic",
-}
-
-var IntrinsicMetricFieldDefinitions = map[string]telemetrytypes.TelemetryFieldKey{
-	"metric_name": {
-		Name:          "metric_name",
-		Signal:        telemetrytypes.SignalMetrics,
-		FieldContext:  telemetrytypes.FieldContextMetric,
-		FieldDataType: telemetrytypes.FieldDataTypeString,
-	},
-	// "type": {
-	// 	Name:          "type",
-	// 	Signal:        telemetrytypes.SignalMetrics,
-	// 	FieldContext:  telemetrytypes.FieldContextMetric,
-	// 	FieldDataType: telemetrytypes.FieldDataTypeString,
-	// },
-	// "temporality": {
-	// 	Name:          "temporality",
-	// 	Signal:        telemetrytypes.SignalMetrics,
-	// 	FieldContext:  telemetrytypes.FieldContextMetric,
-	// 	FieldDataType: telemetrytypes.FieldDataTypeString,
-	// },
-	// "is_monotonic": {
-	// 	Name:          "is_monotonic",
-	// 	Signal:        telemetrytypes.SignalMetrics,
-	// 	FieldContext:  telemetrytypes.FieldContextMetric,
-	// 	FieldDataType: telemetrytypes.FieldDataTypeBool,
-	// },
-}

pkg/telemetryresourcefilter/condition_builder.go

@@ -1,4 +1,4 @@
-package resourcefilter
+package telemetryresourcefilter
 
 import (
 	"context"