fix(checkbox-v2): update to improve ux

docs/api/openapi.yml

@@ -618,6 +618,13 @@ components:
         provider:
           $ref: '#/components/schemas/AuthtypesAuthNProvider'
       type: object
+    AuthtypesPatchableRole:
+      properties:
+        description:
+          type: string
+      required:
+      - description
+      type: object
     AuthtypesPostableAuthDomain:
       properties:
         config:
@@ -2529,6 +2536,22 @@ components:
       - resource
       - selectors
       type: object
+    CoretypesPatchableObjects:
+      properties:
+        additions:
+          items:
+            $ref: '#/components/schemas/CoretypesObjectGroup'
+          nullable: true
+          type: array
+        deletions:
+          items:
+            $ref: '#/components/schemas/CoretypesObjectGroup'
+          nullable: true
+          type: array
+      required:
+      - additions
+      - deletions
+      type: object
     CoretypesResourceRef:
       properties:
         kind:
@@ -2714,14 +2737,6 @@ components:
           type: string
         dashboardName:
           type: string
-        filterBy:
-          items:
-            type: string
-          type: array
-        groupBy:
-          items:
-            type: string
-          type: array
         panelId:
           type: string
         panelName:
@@ -5397,9 +5412,6 @@ components:
           type: string
         id:
           type: string
-        ingestedSamples:
-          minimum: 0
-          type: integer
         ingestedSeries:
           minimum: 0
           type: integer
@@ -5412,9 +5424,9 @@ components:
           $ref: '#/components/schemas/MetricreductionruletypesMatchType'
         metricName:
           type: string
-        retainedSamples:
-          minimum: 0
-          type: integer
+        reductionPercent:
+          format: double
+          type: number
         retainedSeries:
           minimum: 0
           type: integer
@@ -5432,8 +5444,7 @@ components:
       - active
       - ingestedSeries
       - retainedSeries
-      - ingestedSamples
-      - retainedSamples
+      - reductionPercent
       type: object
     MetricreductionruletypesGettableReductionRulePreview:
       properties:
@@ -5476,23 +5487,15 @@ components:
         estimatedMonthlySavingsUsd:
           format: double
           type: number
-        ingestedSamples:
-          minimum: 0
-          type: integer
         ingestedSeries:
           minimum: 0
           type: integer
-        retainedSamples:
-          minimum: 0
-          type: integer
         retainedSeries:
           minimum: 0
           type: integer
       required:
       - ingestedSeries
       - retainedSeries
-      - ingestedSamples
-      - retainedSamples
       - estimatedMonthlySavingsUsd
       type: object
     MetricreductionruletypesGettableReductionRules:
@@ -5558,6 +5561,7 @@ components:
       - metric
       - ingested_volume
       - reduced_volume
+      - reduction
       - last_updated
       type: string
     MetricreductionruletypesUpdatableReductionRule:
@@ -11821,6 +11825,68 @@ paths:
       summary: Get role
       tags:
       - role
+    patch:
+      deprecated: true
+      description: This endpoint patches a role
+      operationId: PatchRole
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/AuthtypesPatchableRole'
+      responses:
+        "204":
+          description: No Content
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "451":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unavailable For Legal Reasons
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+        "501":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Implemented
+      security:
+      - api_key:
+        - role:update
+      - tokenizer:
+        - role:update
+      summary: Patch role
+      tags:
+      - role
     put:
       deprecated: false
       description: This endpoint updates a role
@@ -11883,6 +11949,158 @@ paths:
       summary: Update role
       tags:
       - role
+  /api/v1/roles/{id}/relations/{relation}/objects:
+    get:
+      deprecated: false
+      description: Gets all objects connected to the specified role via a given relation
+        type
+      operationId: GetObjects
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      - in: path
+        name: relation
+        required: true
+        schema:
+          type: string
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    items:
+                      $ref: '#/components/schemas/CoretypesObjectGroup'
+                    type: array
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "451":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unavailable For Legal Reasons
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+        "501":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Implemented
+      security:
+      - api_key:
+        - role:read
+      - tokenizer:
+        - role:read
+      summary: Get objects for a role by relation
+      tags:
+      - role
+    patch:
+      deprecated: true
+      description: Patches the objects connected to the specified role via a given
+        relation type
+      operationId: PatchObjects
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      - in: path
+        name: relation
+        required: true
+        schema:
+          type: string
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/CoretypesPatchableObjects'
+      responses:
+        "204":
+          description: No Content
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "451":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unavailable For Legal Reasons
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+        "501":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Implemented
+      security:
+      - api_key:
+        - role:update
+      - tokenizer:
+        - role:update
+      summary: Patch objects for a role by relation
+      tags:
+      - role
   /api/v1/route_policies:
     get:
       deprecated: false

ee/authz/openfgaauthz/provider.go

@@ -260,6 +260,40 @@ func (provider *provider) GetWithTransactionGroups(ctx context.Context, orgID va
 	return authtypes.MakeRoleWithTransactionGroups(role, transactionGroups), nil
 }
 
+func (provider *provider) GetObjects(ctx context.Context, orgID valuer.UUID, id valuer.UUID, relation authtypes.Relation) ([]*coretypes.Object, error) {
+	_, err := provider.licensing.GetActive(ctx, orgID)
+	if err != nil {
+		return nil, errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
+	}
+
+	storableRole, err := provider.store.Get(ctx, orgID, id)
+	if err != nil {
+		return nil, err
+	}
+
+	objects := make([]*coretypes.Object, 0)
+	for _, objectType := range provider.registry.Types() {
+		if coretypes.ErrIfVerbNotValidForType(relation.Verb, objectType) != nil {
+			continue
+		}
+
+		resourceObjects, err := provider.
+			ListObjects(
+				ctx,
+				authtypes.MustNewSubject(coretypes.NewResourceRole(), storableRole.Name, orgID, &coretypes.VerbAssignee),
+				relation,
+				objectType,
+			)
+		if err != nil {
+			return nil, err
+		}
+
+		objects = append(objects, resourceObjects...)
+	}
+
+	return objects, nil
+}
+
 func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updatedRole *authtypes.RoleWithTransactionGroups) error {
 	_, err := provider.licensing.GetActive(ctx, orgID)
 	if err != nil {
@@ -290,6 +324,39 @@ func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updated
 	return provider.store.Update(ctx, orgID, updatedRole.Role)
 }
 
+func (provider *provider) Patch(ctx context.Context, orgID valuer.UUID, role *authtypes.Role) error {
+	_, err := provider.licensing.GetActive(ctx, orgID)
+	if err != nil {
+		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
+	}
+
+	return provider.store.Update(ctx, orgID, role)
+}
+
+func (provider *provider) PatchObjects(ctx context.Context, orgID valuer.UUID, name string, relation authtypes.Relation, additions, deletions []*coretypes.Object) error {
+	_, err := provider.licensing.GetActive(ctx, orgID)
+	if err != nil {
+		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
+	}
+
+	additionTuples, err := authtypes.GetAdditionTuples(name, orgID, relation, additions)
+	if err != nil {
+		return err
+	}
+
+	deletionTuples, err := authtypes.GetDeletionTuples(name, orgID, relation, deletions)
+	if err != nil {
+		return err
+	}
+
+	err = provider.Write(ctx, additionTuples, deletionTuples)
+	if err != nil {
+		return err
+	}
+
+	return nil
+}
+
 func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error {
 	_, err := provider.licensing.GetActive(ctx, orgID)
 	if err != nil {

ee/modules/dashboard/impldashboard/module.go

@@ -286,7 +286,7 @@ func (module *module) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID
 	return module.pkgDashboardModule.Get(ctx, orgID, id)
 }
 
-func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error) {
+func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]map[string]string, error) {
 	return module.pkgDashboardModule.GetByMetricNames(ctx, orgID, metricNames)
 }
 

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -22,8 +22,6 @@ var (
 
 const timeSeriesBucketMilli = int64(time.Hour / time.Millisecond)
 
-const sampleBucketExpr = "toInt64(toUnixTimestamp(toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalMinute(10)))) * 1000 AS bucket"
-
 type volumeRow struct {
 	MetricName string
 	Ingested   uint64
@@ -291,9 +289,12 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 	}
 	ctx = c.withThreads(ctx)
 
-	orderExpr := "ifNull(i.samples, 0)"
-	if orderBy == metricreductionruletypes.OrderByReducedVolume {
-		orderExpr = "if(ifNull(d.samples, 0) = 0 OR ifNull(d.samples, 0) > ifNull(i.samples, 0), ifNull(i.samples, 0), ifNull(d.samples, 0))"
+	orderExpr := "ingested"
+	switch orderBy {
+	case metricreductionruletypes.OrderByReducedVolume:
+		orderExpr = "reduced"
+	case metricreductionruletypes.OrderByReduction:
+		orderExpr = "if(ingested = 0, 0, (toFloat64(ingested) - toFloat64(reduced)) / toFloat64(ingested))"
 	}
 	direction := "ASC"
 	if order == metricreductionruletypes.OrderDesc {
@@ -309,17 +310,17 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 	sb.From("(SELECT arrayJoin(" + sb.Var(metricNames) + ") AS metric_name) AS base")
 	sb.JoinWithOption(
 		sqlbuilder.LeftJoin,
-		"(SELECT metric_name, uniq(fingerprint) AS cnt, count() AS samples FROM "+ingestedTable+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name) AS i",
+		"(SELECT metric_name, uniq(fingerprint) AS cnt FROM "+ingestedTable+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name) AS i",
 		"base.metric_name = i.metric_name",
 	)
 	// Reduced series are spread across two type-specific tables; union the per-table distinct
 	// reduced_fingerprints and sum per metric (a metric only lands in the table matching its type).
 	sb.JoinWithOption(
 		sqlbuilder.LeftJoin,
-		"(SELECT metric_name, sum(cnt) AS cnt, sum(samples) AS samples FROM ("+
-			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt, uniq(reduced_fingerprint, unix_milli) AS samples FROM "+reducedLast+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
+		"(SELECT metric_name, sum(cnt) AS cnt FROM ("+
+			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt FROM "+reducedLast+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
 			" UNION ALL "+
-			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt, uniq(reduced_fingerprint, unix_milli) AS samples FROM "+reducedSum+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
+			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt FROM "+reducedSum+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
 			") GROUP BY metric_name) AS d",
 		"base.metric_name = d.metric_name",
 	)
@@ -346,184 +347,120 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 	return out, rows.Err()
 }
 
-func (c *clickhouse) SampleVolumeByMetric(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]volumeRow, error) {
+func (c *clickhouse) SampleVolume(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, uint64, error) {
 	if len(metricNames) == 0 {
-		return map[string]volumeRow{}, nil
+		return 0, 0, nil
 	}
 	ctx = c.withThreads(ctx)
 
-	ingested, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
+	ingested, err := c.countRawSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
-		return nil, err
+		return 0, 0, err
 	}
 
-	last, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	last, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
-		return nil, err
+		return 0, 0, err
 	}
-	sum, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	sum, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
-		return nil, err
+		return 0, 0, err
 	}
 
-	out := make(map[string]volumeRow, len(metricNames))
-	for _, name := range metricNames {
-		out[name] = volumeRow{MetricName: name, Ingested: ingested[name], Reduced: last[name] + sum[name]}
-	}
-	return out, nil
+	return ingested, min(last+sum, ingested), nil
 }
 
-func (c *clickhouse) countSamplesByMetric(ctx context.Context, table, countExpr string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+func (c *clickhouse) countRawSamples(ctx context.Context, table string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, error) {
 	names := make([]any, len(metricNames))
 	for i, name := range metricNames {
 		names[i] = name
 	}
 
 	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("metric_name", countExpr)
+	sb.Select("count()")
 	sb.From(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))
-	}
-	sb.Where(conds...)
-	sb.GroupBy("metric_name")
-
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to count samples")
-	}
-	defer rows.Close()
-
-	out := make(map[string]uint64, len(metricNames))
-	for rows.Next() {
-		var (
-			metricName string
-			count      uint64
-		)
-		if err := rows.Scan(&metricName, &count); err != nil {
-			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan series count")
-		}
-		out[metricName] = count
-	}
-	return out, rows.Err()
-}
-
-func (c *clickhouse) TotalVolume(ctx context.Context, startMs, endMs int64) (uint64, uint64, error) {
-	ctx = c.withThreads(ctx)
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("uniq(fingerprint)", "count()")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
-	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
-
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	var series, samples uint64
-	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&series, &samples); err != nil {
-		return 0, 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to count total ingested volume")
-	}
-	return series, samples, nil
-}
-
-func (c *clickhouse) SampleTimeseries(ctx context.Context, ruledMetrics []string, effectiveFrom map[string]int64, startMs, endMs int64) ([]volumePoint, error) {
-	ctx = c.withThreads(ctx)
-
-	ingested, err := c.totalSamplesByBucket(ctx, startMs, endMs)
-	if err != nil {
-		return nil, err
-	}
-
-	ruledIngested := make(map[int64]uint64)
-	ruledRetained := make(map[int64]uint64)
-	if len(ruledMetrics) > 0 {
-		ruledIngested, err = c.ruledIngestedSamplesByBucket(ctx, ruledMetrics, effectiveFrom, startMs, endMs)
-		if err != nil {
-			return nil, err
-		}
-		ruledRetained, err = c.ruledRetainedSamplesByBucket(ctx, ruledMetrics, effectiveFrom, startMs, endMs)
-		if err != nil {
-			return nil, err
-		}
-	}
-
-	retained := make(map[int64]uint64, len(ingested))
-	for ts, total := range ingested {
-		shed := uint64(0)
-		if ri := ruledIngested[ts]; ri > ruledRetained[ts] {
-			shed = ri - ruledRetained[ts]
-		}
-		if total > shed {
-			retained[ts] = total - shed
-		} else {
-			retained[ts] = 0
-		}
-	}
-
-	return mergeVolumePoints(ingested, retained), nil
-}
-
-func (c *clickhouse) totalSamplesByBucket(ctx context.Context, startMs, endMs int64) (map[int64]uint64, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select(sampleBucketExpr, "count()")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
-	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
-	sb.GroupBy("bucket")
-
-	return c.scanBuckets(ctx, sb)
-}
-
-func (c *clickhouse) ruledIngestedSamplesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
-	names := make([]any, len(metricNames))
-	for i, name := range metricNames {
-		names[i] = name
-	}
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select(sampleBucketExpr, "count()")
-	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))
 	}
 	sb.Where(conds...)
-	sb.GroupBy("bucket")
 
-	return c.scanBuckets(ctx, sb)
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	var count uint64
+	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&count); err != nil {
+		return 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to count ingested samples")
+	}
+	return count, nil
 }
 
-// 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{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
-		names := make([]any, len(metricNames))
-		for i, name := range metricNames {
-			names[i] = name
-		}
+func (c *clickhouse) countReducedSamples(ctx context.Context, table string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
 
-		sb := sqlbuilder.NewSelectBuilder()
-		sb.Select(sampleBucketExpr, "uniq(reduced_fingerprint, unix_milli)")
-		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))
-		}
-		sb.Where(conds...)
-		sb.GroupBy("bucket")
+	sb := sqlbuilder.NewSelectBuilder()
+	// Reduced tables key the series on reduced_fingerprint (not fingerprint); dedupe ReplacingMergeTree recomputes.
+	sb.Select("uniq(reduced_fingerprint, unix_milli)")
+	sb.From(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))
+	}
+	sb.Where(conds...)
 
-		counts, err := c.scanBuckets(ctx, sb)
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	var count uint64
+	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&count); err != nil {
+		return 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to count reduced samples")
+	}
+	return count, nil
+}
+
+// SeriesTimeseries returns ingested vs reduced series per 60s bucket from the samples tables, gated
+// to each metric's strict effective_from (see strictEffectiveFrom).
+func (c *clickhouse) SeriesTimeseries(ctx context.Context, allMetrics, reducedMetrics []string, effectiveFrom map[string]int64, startMs, endMs int64) ([]volumePoint, error) {
+	if len(allMetrics) == 0 {
+		return []volumePoint{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.ingestedSeriesByBucket(ctx, allMetrics, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	retained := make(map[int64]uint64)
+	if len(reducedMetrics) > 0 {
+		reduced, err := c.reducedSeriesByBucket(ctx, reducedMetrics, effectiveFrom, startMs, endMs)
 		if err != nil {
 			return nil, err
 		}
-		for ts, count := range counts {
-			out[ts] += count
+		for ts, count := range reduced {
+			retained[ts] += count
 		}
 	}
-	return out, nil
+	reducedSet := make(map[string]struct{}, len(reducedMetrics))
+	for _, name := range reducedMetrics {
+		reducedSet[name] = struct{}{}
+	}
+	nonReduced := make([]string, 0, len(allMetrics))
+	for _, name := range allMetrics {
+		if _, ok := reducedSet[name]; !ok {
+			nonReduced = append(nonReduced, name)
+		}
+	}
+	if len(nonReduced) > 0 {
+		nonReducedIngested, err := c.ingestedSeriesByBucket(ctx, nonReduced, effectiveFrom, startMs, endMs)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range nonReducedIngested {
+			retained[ts] += count
+		}
+	}
+
+	return mergeVolumePoints(ingested, retained), nil
 }
 
 func mergeVolumePoints(ingested, reduced map[int64]uint64) []volumePoint {
@@ -551,6 +488,60 @@ func mergeVolumePoints(ingested, reduced map[int64]uint64) []volumePoint {
 	return points
 }
 
+// ingestedSeriesByBucket counts distinct raw fingerprints per hourly bucket from the samples buffer.
+func (c *clickhouse) ingestedSeriesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	bucketExpr := "toInt64(toUnixTimestamp(toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalHour(1)))) * 1000 AS bucket"
+	sb.Select(bucketExpr, "uniq(fingerprint)")
+	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))
+	}
+	sb.Where(conds...)
+	sb.GroupBy("bucket")
+
+	return c.scanBuckets(ctx, sb)
+}
+
+// reducedSeriesByBucket counts distinct reduced_fingerprints per hourly bucket, summed across the two
+// reduced sample tables (a metric only lands in the table matching its type, so per-bucket sums are
+// exact).
+func (c *clickhouse) reducedSeriesByBucket(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{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
+		names := make([]any, len(metricNames))
+		for i, name := range metricNames {
+			names[i] = name
+		}
+
+		sb := sqlbuilder.NewSelectBuilder()
+		bucketExpr := "toInt64(toUnixTimestamp(toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalHour(1)))) * 1000 AS bucket"
+		sb.Select(bucketExpr, "uniq(reduced_fingerprint)")
+		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))
+		}
+		sb.Where(conds...)
+		sb.GroupBy("bucket")
+
+		counts, err := c.scanBuckets(ctx, sb)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range counts {
+			out[ts] += count
+		}
+	}
+	return out, nil
+}
+
 func (c *clickhouse) scanBuckets(ctx context.Context, sb *sqlbuilder.SelectBuilder) (map[int64]uint64, error) {
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)

ee/modules/metricreductionrule/implmetricreductionrule/module.go

@@ -4,6 +4,7 @@ import (
 	"context"
 	"log/slog"
 	"sort"
+	"strings"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -27,16 +28,9 @@ import (
 
 const (
 	// effectiveFromMargin delays effective_from so the collector picks up the synced rule before it
-	// goes live; it must be >= the collector's rule-refresh interval (~2m worst case,
-	// see signoz-otel-collector#839).
-	effectiveFromMargin = 2 * time.Minute
-	// uiActivationDelay keeps a rule shown as "pending" in the UI for a while after it goes live to
-	// the collector, so the user doesn't see "active" before reduced data is actually flowing. The
-	// user-facing pending window is effectiveFromMargin + uiActivationDelay (~5m).
-	uiActivationDelay      = 3 * time.Minute
-	defaultPreviewLookback = 1 * time.Hour
-	statsLookback          = 1 * time.Hour
-	timeseriesLookback     = 6 * time.Hour
+	// goes live; it must be >= the collector's rule-refresh interval (see signoz-otel-collector#839).
+	effectiveFromMargin    = 5 * time.Minute
+	defaultPreviewLookback = 24 * time.Hour
 
 	pricePerMillionSamplesUSD = 0.1
 	monthDuration             = 30 * 24 * time.Hour
@@ -86,7 +80,7 @@ func (m *module) List(ctx context.Context, orgID valuer.UUID, params *metricredu
 	}
 
 	now := time.Now()
-	startMs := now.Add(-statsLookback).UnixMilli()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
 	switch params.OrderBy {
@@ -113,14 +107,10 @@ func (m *module) listSortedByColumn(ctx context.Context, orgID valuer.UUID, para
 	if err != nil {
 		return nil, err
 	}
-	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return nil, err
-	}
 
 	rules := make([]metricreductionruletypes.GettableReductionRule, 0, len(domainRules))
 	for _, rule := range domainRules {
-		rules = append(rules, withVolume(toGettableReductionRule(rule), volumes[rule.MetricName], sampleVolumes[rule.MetricName]))
+		rules = append(rules, withVolume(toGettableReductionRule(rule), volumes[rule.MetricName]))
 	}
 
 	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
@@ -149,24 +139,13 @@ func (m *module) listSortedByVolume(ctx context.Context, orgID valuer.UUID, para
 		return nil, err
 	}
 
-	pageMetricNames := make([]string, 0, len(ranked))
-	for _, row := range ranked {
-		pageMetricNames = append(pageMetricNames, row.MetricName)
-	}
-
-	// TODO(srikanthccv): do we need to run this query? can we just get the same from RankByVolume?
-	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, pageMetricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return nil, err
-	}
-
 	rules := make([]metricreductionruletypes.GettableReductionRule, 0, len(ranked))
 	for _, row := range ranked {
 		rule, ok := ruleByMetric[row.MetricName]
 		if !ok {
 			continue
 		}
-		rules = append(rules, withVolume(toGettableReductionRule(rule), row, sampleVolumes[row.MetricName]))
+		rules = append(rules, withVolume(toGettableReductionRule(rule), row))
 	}
 
 	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
@@ -309,17 +288,20 @@ func (m *module) Stats(ctx context.Context, orgID valuer.UUID) (*metricreduction
 	}
 
 	now := time.Now()
-	startMs := now.Add(-statsLookback).UnixMilli()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
-	rules, _, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
+	allRules, total, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
 	if err != nil {
 		return nil, err
 	}
+	if total == 0 {
+		return &metricreductionruletypes.GettableReductionRuleStats{}, nil
+	}
 
-	metricNames := make([]string, len(rules))
-	effectiveFrom := make(map[string]int64, len(rules))
-	for i, rule := range rules {
+	metricNames := make([]string, len(allRules))
+	effectiveFrom := make(map[string]int64, len(allRules))
+	for i, rule := range allRules {
 		metricNames[i] = rule.MetricName
 		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
 	}
@@ -328,43 +310,31 @@ func (m *module) Stats(ctx context.Context, orgID valuer.UUID) (*metricreduction
 	if err != nil {
 		return nil, err
 	}
-	var ruledIngestedSeries, ruledRetainedSeries uint64
-	for _, volume := range volumes {
-		ruledIngestedSeries += volume.Ingested
-		ruledRetainedSeries += effectiveRetained(volume.Ingested, volume.Reduced)
+	var ingestedSeries, retainedSeries uint64
+	reducedMetricNames := make([]string, 0, len(volumes))
+	reducedEffectiveFrom := make(map[string]int64, len(volumes))
+	for name, volume := range volumes {
+		ingestedSeries += volume.Ingested
+		retained := effectiveRetained(volume.Ingested, volume.Reduced)
+		retainedSeries += retained
+		if retained < volume.Ingested {
+			reducedMetricNames = append(reducedMetricNames, name)
+			reducedEffectiveFrom[name] = effectiveFrom[name]
+		}
 	}
 
-	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return nil, err
-	}
-	var ruledIngestedSamples, ruledRetainedSamples uint64
-	for _, sv := range sampleVolumes {
-		ruledIngestedSamples += sv.Ingested
-		ruledRetainedSamples += effectiveRetained(sv.Ingested, sv.Reduced)
-	}
-
-	totalSeries, totalSamples, err := m.ch.TotalVolume(ctx, startMs, endMs)
+	ingestedSamples, reducedSamples, err := m.ch.SampleVolume(ctx, reducedMetricNames, reducedEffectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
 
 	return &metricreductionruletypes.GettableReductionRuleStats{
-		IngestedSeries:             totalSeries,
-		RetainedSeries:             clampSub(totalSeries, ruledIngestedSeries-ruledRetainedSeries),
-		IngestedSamples:            totalSamples,
-		RetainedSamples:            clampSub(totalSamples, ruledIngestedSamples-ruledRetainedSamples),
-		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ruledIngestedSamples, ruledRetainedSamples, startMs, endMs),
+		IngestedSeries:             ingestedSeries,
+		RetainedSeries:             retainedSeries,
+		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ingestedSamples, reducedSamples, startMs, endMs),
 	}, nil
 }
 
-func clampSub(a, b uint64) uint64 {
-	if a < b {
-		return 0
-	}
-	return a - b
-}
-
 // monthlySavingsUSD extrapolates the windowed sample reduction to a monthly figure at the per-sample
 // list price. Ingested is gated to effective_from upstream, so pre-activation hours don't inflate it.
 func monthlySavingsUSD(ingestedSamples, reducedSamples uint64, startMs, endMs int64) float64 {
@@ -382,7 +352,7 @@ func (m *module) Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuild
 	}
 
 	now := time.Now()
-	startMs := now.Add(-timeseriesLookback).UnixMilli()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
 	allRules, _, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
@@ -396,7 +366,18 @@ func (m *module) Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuild
 		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
 	}
 
-	points, err := m.ch.SampleTimeseries(ctx, metricNames, effectiveFrom, startMs, endMs)
+	volumes, err := m.ch.VolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	reducedNames := make([]string, 0, len(volumes))
+	for name, volume := range volumes {
+		if effectiveRetained(volume.Ingested, volume.Reduced) < volume.Ingested {
+			reducedNames = append(reducedNames, name)
+		}
+	}
+
+	points, err := m.ch.SeriesTimeseries(ctx, metricNames, reducedNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
@@ -433,7 +414,7 @@ func buildVolumeTimeseries(points []volumePoint) *querybuildertypesv5.QueryRange
 }
 
 func (m *module) validateMetricForReduction(ctx context.Context, orgID valuer.UUID, metricName string) error {
-	lastSeen, err := m.metadataStore.FetchLastSeenInfoMulti(ctx, orgID, metricName)
+	lastSeen, err := m.metadataStore.FetchLastSeenInfoMulti(ctx, metricName)
 	if err != nil {
 		return err
 	}
@@ -466,12 +447,12 @@ func (m *module) relatedAssetImpact(ctx context.Context, orgID valuer.UUID, metr
 		m.logger.WarnContext(ctx, "failed to fetch related dashboards for reduction preview", slog.String("metric_name", metricName), errors.Attr(err))
 	} else {
 		for _, item := range dashboards[metricName] {
-			usedLabels := append(append([]string{}, item.GroupBy...), item.FilterBy...)
+			usedLabels := append(splitCSV(item["group_by"]), splitCSV(item["filter_by"])...)
 			affected = append(affected, metricreductionruletypes.AffectedAsset{
 				Type:           metricreductionruletypes.AssetTypeDashboard,
-				ID:             item.DashboardID,
-				Name:           item.DashboardName,
-				Widget:         &metricreductionruletypes.AffectedWidget{ID: item.PanelID, Name: item.PanelName},
+				ID:             item["dashboard_id"],
+				Name:           item["dashboard_name"],
+				Widget:         &metricreductionruletypes.AffectedWidget{ID: item["widget_id"], Name: item["widget_name"]},
 				ImpactedLabels: intersectLabels(usedLabels, droppedSet),
 			})
 		}
@@ -501,7 +482,7 @@ func toGettableReductionRule(rule *metricreductionruletypes.ReductionRule) metri
 		MatchType:     rule.MatchType,
 		Labels:        rule.Labels,
 		EffectiveFrom: rule.EffectiveFrom,
-		Active:        !rule.EffectiveFrom.Add(uiActivationDelay).After(time.Now()),
+		Active:        !rule.EffectiveFrom.After(time.Now()),
 	}
 }
 
@@ -512,11 +493,12 @@ func effectiveRetained(ingested, reduced uint64) uint64 {
 	return reduced
 }
 
-func withVolume(rule metricreductionruletypes.GettableReductionRule, series volumeRow, samples volumeRow) metricreductionruletypes.GettableReductionRule {
-	rule.IngestedSeries = series.Ingested
-	rule.RetainedSeries = effectiveRetained(series.Ingested, series.Reduced)
-	rule.IngestedSamples = samples.Ingested
-	rule.RetainedSamples = effectiveRetained(samples.Ingested, samples.Reduced)
+func withVolume(rule metricreductionruletypes.GettableReductionRule, volume volumeRow) metricreductionruletypes.GettableReductionRule {
+	rule.IngestedSeries = volume.Ingested
+	rule.RetainedSeries = effectiveRetained(volume.Ingested, volume.Reduced)
+	if volume.Ingested > 0 {
+		rule.ReductionPercent = (1 - float64(rule.RetainedSeries)/float64(volume.Ingested)) * 100
+	}
 	return rule
 }
 
@@ -536,6 +518,13 @@ func intersectLabels(keys []string, droppedSet map[string]struct{}) []string {
 	return out
 }
 
+func splitCSV(s string) []string {
+	if s == "" {
+		return nil
+	}
+	return strings.Split(s, ",")
+}
+
 func resolveDroppedKept(matchType metricreductionruletypes.MatchType, ruleLabels, keys []string) (dropped, kept []string) {
 	ruleSet := make(map[string]struct{}, len(ruleLabels))
 	for _, l := range ruleLabels {

ee/modules/metricreductionrule/implmetricreductionrule/store.go

@@ -35,7 +35,7 @@ func (s *store) List(ctx context.Context, orgID valuer.UUID, params *metricreduc
 		Where("org_id = ?", orgID).
 		Order(column + " " + direction)
 	if params.Search != "" {
-		query = query.Where("metric_name LIKE ? ESCAPE '\\'", "%"+s.sqlstore.Formatter().EscapeLikePattern(params.Search)+"%")
+		query = query.Where("metric_name LIKE ?", "%"+params.Search+"%")
 	}
 	if params.MetricName != "" {
 		query = query.Where("metric_name = ?", params.MetricName)

ee/query-service/app/server.go

@@ -64,7 +64,6 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		signoz.Prometheus,
 		signoz.TelemetryStore.Cluster(),
 		signoz.Cache,
-		signoz.Flagger,
 		nil,
 	)
 

frontend/src/api/generated/services/role/index.ts

@@ -18,13 +18,19 @@ import type {
 } from 'react-query';
 
 import type {
+	AuthtypesPatchableRoleDTO,
 	AuthtypesPostableRoleDTO,
 	AuthtypesUpdatableRoleDTO,
+	CoretypesPatchableObjectsDTO,
 	CreateRole201,
 	DeleteRolePathParameters,
+	GetObjects200,
+	GetObjectsPathParameters,
 	GetRole200,
 	GetRolePathParameters,
 	ListRoles200,
+	PatchObjectsPathParameters,
+	PatchRolePathParameters,
 	RenderErrorResponseDTO,
 	UpdateRolePathParameters,
 } from '../sigNoz.schemas';
@@ -359,6 +365,107 @@ export const invalidateGetRole = async (
 	return queryClient;
 };
 
+/**
+ * This endpoint patches a role
+ * @deprecated
+ * @summary Patch role
+ */
+export const patchRole = (
+	{ id }: PatchRolePathParameters,
+	authtypesPatchableRoleDTO?: BodyType<AuthtypesPatchableRoleDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<void>({
+		url: `/api/v1/roles/${id}`,
+		method: 'PATCH',
+		headers: { 'Content-Type': 'application/json' },
+		data: authtypesPatchableRoleDTO,
+		signal,
+	});
+};
+
+export const getPatchRoleMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof patchRole>>,
+		TError,
+		{
+			pathParams: PatchRolePathParameters;
+			data?: BodyType<AuthtypesPatchableRoleDTO>;
+		},
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof patchRole>>,
+	TError,
+	{
+		pathParams: PatchRolePathParameters;
+		data?: BodyType<AuthtypesPatchableRoleDTO>;
+	},
+	TContext
+> => {
+	const mutationKey = ['patchRole'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof patchRole>>,
+		{
+			pathParams: PatchRolePathParameters;
+			data?: BodyType<AuthtypesPatchableRoleDTO>;
+		}
+	> = (props) => {
+		const { pathParams, data } = props ?? {};
+
+		return patchRole(pathParams, data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type PatchRoleMutationResult = NonNullable<
+	Awaited<ReturnType<typeof patchRole>>
+>;
+export type PatchRoleMutationBody =
+	| BodyType<AuthtypesPatchableRoleDTO>
+	| undefined;
+export type PatchRoleMutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @deprecated
+ * @summary Patch role
+ */
+export const usePatchRole = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof patchRole>>,
+		TError,
+		{
+			pathParams: PatchRolePathParameters;
+			data?: BodyType<AuthtypesPatchableRoleDTO>;
+		},
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof patchRole>>,
+	TError,
+	{
+		pathParams: PatchRolePathParameters;
+		data?: BodyType<AuthtypesPatchableRoleDTO>;
+	},
+	TContext
+> => {
+	return useMutation(getPatchRoleMutationOptions(options));
+};
 /**
  * This endpoint updates a role
  * @summary Update role
@@ -458,3 +565,205 @@ export const useUpdateRole = <
 > => {
 	return useMutation(getUpdateRoleMutationOptions(options));
 };
+/**
+ * Gets all objects connected to the specified role via a given relation type
+ * @summary Get objects for a role by relation
+ */
+export const getObjects = (
+	{ id, relation }: GetObjectsPathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetObjects200>({
+		url: `/api/v1/roles/${id}/relations/${relation}/objects`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetObjectsQueryKey = ({
+	id,
+	relation,
+}: GetObjectsPathParameters) => {
+	return [`/api/v1/roles/${id}/relations/${relation}/objects`] as const;
+};
+
+export const getGetObjectsQueryOptions = <
+	TData = Awaited<ReturnType<typeof getObjects>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id, relation }: GetObjectsPathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getObjects>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetObjectsQueryKey({ id, relation });
+
+	const queryFn: QueryFunction<Awaited<ReturnType<typeof getObjects>>> = ({
+		signal,
+	}) => getObjects({ id, relation }, signal);
+
+	return {
+		queryKey,
+		queryFn,
+		enabled: !!(id && relation),
+		...queryOptions,
+	} as UseQueryOptions<Awaited<ReturnType<typeof getObjects>>, TError, TData> & {
+		queryKey: QueryKey;
+	};
+};
+
+export type GetObjectsQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getObjects>>
+>;
+export type GetObjectsQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get objects for a role by relation
+ */
+
+export function useGetObjects<
+	TData = Awaited<ReturnType<typeof getObjects>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id, relation }: GetObjectsPathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getObjects>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetObjectsQueryOptions({ id, relation }, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get objects for a role by relation
+ */
+export const invalidateGetObjects = async (
+	queryClient: QueryClient,
+	{ id, relation }: GetObjectsPathParameters,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetObjectsQueryKey({ id, relation }) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * Patches the objects connected to the specified role via a given relation type
+ * @deprecated
+ * @summary Patch objects for a role by relation
+ */
+export const patchObjects = (
+	{ id, relation }: PatchObjectsPathParameters,
+	coretypesPatchableObjectsDTO?: BodyType<CoretypesPatchableObjectsDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<void>({
+		url: `/api/v1/roles/${id}/relations/${relation}/objects`,
+		method: 'PATCH',
+		headers: { 'Content-Type': 'application/json' },
+		data: coretypesPatchableObjectsDTO,
+		signal,
+	});
+};
+
+export const getPatchObjectsMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof patchObjects>>,
+		TError,
+		{
+			pathParams: PatchObjectsPathParameters;
+			data?: BodyType<CoretypesPatchableObjectsDTO>;
+		},
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof patchObjects>>,
+	TError,
+	{
+		pathParams: PatchObjectsPathParameters;
+		data?: BodyType<CoretypesPatchableObjectsDTO>;
+	},
+	TContext
+> => {
+	const mutationKey = ['patchObjects'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof patchObjects>>,
+		{
+			pathParams: PatchObjectsPathParameters;
+			data?: BodyType<CoretypesPatchableObjectsDTO>;
+		}
+	> = (props) => {
+		const { pathParams, data } = props ?? {};
+
+		return patchObjects(pathParams, data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type PatchObjectsMutationResult = NonNullable<
+	Awaited<ReturnType<typeof patchObjects>>
+>;
+export type PatchObjectsMutationBody =
+	| BodyType<CoretypesPatchableObjectsDTO>
+	| undefined;
+export type PatchObjectsMutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @deprecated
+ * @summary Patch objects for a role by relation
+ */
+export const usePatchObjects = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof patchObjects>>,
+		TError,
+		{
+			pathParams: PatchObjectsPathParameters;
+			data?: BodyType<CoretypesPatchableObjectsDTO>;
+		},
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof patchObjects>>,
+	TError,
+	{
+		pathParams: PatchObjectsPathParameters;
+		data?: BodyType<CoretypesPatchableObjectsDTO>;
+	},
+	TContext
+> => {
+	return useMutation(getPatchObjectsMutationOptions(options));
+};

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

@@ -2230,6 +2230,13 @@ export interface AuthtypesOrgSessionContextDTO {
 	warning?: ErrorsJSONDTO;
 }
 
+export interface AuthtypesPatchableRoleDTO {
+	/**
+	 * @type string
+	 */
+	description: string;
+}
+
 export interface AuthtypesPostableAuthDomainDTO {
 	config?: AuthtypesAuthDomainConfigDTO;
 	/**
@@ -3242,6 +3249,17 @@ export interface CommonJSONRefDTO {
 	$ref?: string;
 }
 
+export interface CoretypesPatchableObjectsDTO {
+	/**
+	 * @type array,null
+	 */
+	additions: CoretypesObjectGroupDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	deletions: CoretypesObjectGroupDTO[] | null;
+}
+
 export interface DashboardGridItemDTO {
 	content?: CommonJSONRefDTO;
 	/**
@@ -3977,14 +3995,6 @@ export interface DashboardtypesDashboardPanelRefDTO {
 	 * @type string
 	 */
 	dashboardName: string;
-	/**
-	 * @type array
-	 */
-	filterBy?: string[];
-	/**
-	 * @type array
-	 */
-	groupBy?: string[];
 	/**
 	 * @type string
 	 */
@@ -6909,11 +6919,6 @@ export interface MetricreductionruletypesGettableReductionRuleDTO {
 	 * @type string
 	 */
 	id: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	ingestedSamples: number;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -6929,10 +6934,10 @@ export interface MetricreductionruletypesGettableReductionRuleDTO {
 	 */
 	metricName: string;
 	/**
-	 * @type integer
-	 * @minimum 0
+	 * @type number
+	 * @format double
 	 */
-	retainedSamples: number;
+	reductionPercent: number;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -6991,21 +6996,11 @@ export interface MetricreductionruletypesGettableReductionRuleStatsDTO {
 	 * @format double
 	 */
 	estimatedMonthlySavingsUsd: number;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	ingestedSamples: number;
 	/**
 	 * @type integer
 	 * @minimum 0
 	 */
 	ingestedSeries: number;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	retainedSamples: number;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -7061,6 +7056,7 @@ export enum MetricreductionruletypesReductionRuleOrderByDTO {
 	metric = 'metric',
 	ingested_volume = 'ingested_volume',
 	reduced_volume = 'reduced_volume',
+	reduction = 'reduction',
 	last_updated = 'last_updated',
 }
 export interface MetricreductionruletypesUpdatableReductionRuleDTO {
@@ -10252,9 +10248,31 @@ export type GetRole200 = {
 	status: string;
 };
 
+export type PatchRolePathParameters = {
+	id: string;
+};
 export type UpdateRolePathParameters = {
 	id: string;
 };
+export type GetObjectsPathParameters = {
+	id: string;
+	relation: string;
+};
+export type GetObjects200 = {
+	/**
+	 * @type array
+	 */
+	data: CoretypesObjectGroupDTO[];
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type PatchObjectsPathParameters = {
+	id: string;
+	relation: string;
+};
 export type GetAllRoutePolicies200 = {
 	/**
 	 * @type array

frontend/src/components/Graph/utils.ts

@@ -1,14 +1,5 @@
 import { MutableRefObject } from 'react';
-import {
-	ActiveElement,
-	Chart,
-	ChartConfiguration,
-	ChartData,
-	ChartEvent,
-	ChartType,
-	Color,
-	TooltipItem,
-} from 'chart.js';
+import { Chart, ChartConfiguration, ChartData, Color } from 'chart.js';
 import * as chartjsAdapter from 'chartjs-adapter-date-fns';
 import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
@@ -69,189 +60,184 @@ export const getGraphOptions = (
 	minTime?: number,
 	maxTime?: number,
 	// eslint-disable-next-line sonarjs/cognitive-complexity
-): CustomChartOptions =>
-	({
-		animation: {
-			duration: animate ? 200 : 0,
-		},
-		responsive: true,
-		maintainAspectRatio: false,
-		interaction: {
-			mode: 'index',
-			intersect: true,
-		},
-		plugins: {
-			...(staticLine
-				? {
-						annotation: {
-							annotations: [
-								{
-									type: 'line',
-									yMin: staticLine.yMin,
-									yMax: staticLine.yMax,
-									borderColor: staticLine.borderColor,
-									borderWidth: staticLine.borderWidth,
-									label: {
-										content: staticLine.lineText,
-										enabled: true,
-										font: {
-											size: 10,
-										},
-										borderWidth: 0,
-										position: 'start',
-										backgroundColor: 'transparent',
-										color: staticLine.textColor,
+): CustomChartOptions => ({
+	animation: {
+		duration: animate ? 200 : 0,
+	},
+	responsive: true,
+	maintainAspectRatio: false,
+	interaction: {
+		mode: 'index',
+		intersect: true,
+	},
+	plugins: {
+		...(staticLine
+			? {
+					annotation: {
+						annotations: [
+							{
+								type: 'line',
+								yMin: staticLine.yMin,
+								yMax: staticLine.yMax,
+								borderColor: staticLine.borderColor,
+								borderWidth: staticLine.borderWidth,
+								label: {
+									content: staticLine.lineText,
+									enabled: true,
+									font: {
+										size: 10,
 									},
+									borderWidth: 0,
+									position: 'start',
+									backgroundColor: 'transparent',
+									color: staticLine.textColor,
 								},
-							],
-						},
-					}
-				: {}),
-			title: {
-				display: title !== undefined,
-				text: title,
-			},
-			legend: {
-				display: false,
-			},
-			tooltip: {
-				callbacks: {
-					title(context: TooltipItem<'line'>[]): string | string[] {
-						const date = dayjs(context[0].parsed.x);
-						return date
-							.tz(timezone.value)
-							.format(DATE_TIME_FORMATS.MONTH_DATETIME_FULL_SECONDS);
+							},
+						],
 					},
-					label(context: TooltipItem<'line'>): string | string[] {
-						let label = context.dataset.label || '';
-
-						if (label) {
-							label += ': ';
-						}
-						if (context.parsed.y !== null) {
-							label += getToolTipValue(context.parsed.y.toString(), yAxisUnit);
-						}
-
-						return label;
-					},
-					labelTextColor(labelData: TooltipItem<'line'>): Color {
-						if (labelData.datasetIndex === nearestDatasetIndex.current) {
-							return 'rgba(255, 255, 255, 1)';
-						}
-
-						return 'rgba(255, 255, 255, 0.75)';
-					},
-				},
-				position: 'custom',
-				itemSort(item1: TooltipItem<'line'>, item2: TooltipItem<'line'>): number {
-					return item2.parsed.y - item1.parsed.y;
-				},
-			},
-			[dragSelectPluginId]: createDragSelectPluginOptions(
-				!!onDragSelect,
-				onDragSelect,
-				dragSelectColor,
-			),
-			[intersectionCursorPluginId]: createIntersectionCursorPluginOptions(
-				!!onDragSelect,
-				currentTheme === 'dark' ? 'white' : 'black',
-			),
-		},
-		layout: {
-			padding: 0,
-		},
-		scales: {
-			x: {
-				stacked: isStacked,
-				offset: false,
-				grid: {
-					display: true,
-					color: getGridColor(),
-					drawTicks: true,
-				},
-				adapters: {
-					date: chartjsAdapter,
-				},
-				time: {
-					unit: xAxisTimeUnit?.unitName || 'minute',
-					stepSize: xAxisTimeUnit?.stepSize || 1,
-					displayFormats: {
-						millisecond: DATE_TIME_FORMATS.TIME_SECONDS,
-						second: DATE_TIME_FORMATS.TIME_SECONDS,
-						minute: DATE_TIME_FORMATS.TIME,
-						hour: DATE_TIME_FORMATS.SLASH_SHORT,
-						day: DATE_TIME_FORMATS.DATE_SHORT,
-						week: DATE_TIME_FORMATS.DATE_SHORT,
-						month: DATE_TIME_FORMATS.YEAR_MONTH,
-						year: DATE_TIME_FORMATS.YEAR_SHORT,
-					},
-				},
-				type: 'time',
-				ticks: { color: getAxisLabelColor(currentTheme) },
-				...(minTime && {
-					min: dayjs(minTime).tz(timezone.value).format(),
-				}),
-				...(maxTime && {
-					max: dayjs(maxTime).tz(timezone.value).format(),
-				}),
-			},
-			y: {
-				stacked: isStacked,
-				display: true,
-				grid: {
-					display: true,
-					color: getGridColor(),
-				},
-				ticks: {
-					color: getAxisLabelColor(currentTheme),
-					// Include a dollar sign in the ticks
-					callback(value: number | string): string {
-						return getYAxisFormattedValue(value.toString(), yAxisUnit);
-					},
-				},
-			},
-		},
-		elements: {
-			line: {
-				tension: 0,
-				cubicInterpolationMode: 'monotone',
-			},
-			point: {
-				hoverBackgroundColor: (ctx: any): string => {
-					if (ctx?.element?.options?.borderColor) {
-						return ctx.element.options.borderColor;
-					}
-					return 'rgba(0,0,0,0.1)';
-				},
-				hoverRadius: 5,
-			},
-		},
-		onClick: (
-			event: ChartEvent,
-			element: ActiveElement[],
-			chart: Chart,
-		): void => {
-			if (onClickHandler) {
-				onClickHandler(event, element, chart, data);
-			}
-		},
-		onHover: (event: ChartEvent, _: ActiveElement[], chart: Chart): void => {
-			if (event.native) {
-				const interactions = chart.getElementsAtEventForMode(
-					event.native,
-					'nearest',
-					{
-						intersect: false,
-					},
-					true,
-				);
-
-				if (interactions[0]) {
-					nearestDatasetIndex.current = interactions[0].datasetIndex;
 				}
-			}
+			: {}),
+		title: {
+			display: title !== undefined,
+			text: title,
 		},
-	}) as CustomChartOptions;
+		legend: {
+			display: false,
+		},
+		tooltip: {
+			callbacks: {
+				title(context): string | string[] {
+					const date = dayjs(context[0].parsed.x);
+					return date
+						.tz(timezone.value)
+						.format(DATE_TIME_FORMATS.MONTH_DATETIME_FULL_SECONDS);
+				},
+				label(context): string | string[] {
+					let label = context.dataset.label || '';
+
+					if (label) {
+						label += ': ';
+					}
+					if (context.parsed.y !== null) {
+						label += getToolTipValue(context.parsed.y.toString(), yAxisUnit);
+					}
+
+					return label;
+				},
+				labelTextColor(labelData): Color {
+					if (labelData.datasetIndex === nearestDatasetIndex.current) {
+						return 'rgba(255, 255, 255, 1)';
+					}
+
+					return 'rgba(255, 255, 255, 0.75)';
+				},
+			},
+			position: 'custom',
+			itemSort(item1, item2): number {
+				return item2.parsed.y - item1.parsed.y;
+			},
+		},
+		[dragSelectPluginId]: createDragSelectPluginOptions(
+			!!onDragSelect,
+			onDragSelect,
+			dragSelectColor,
+		),
+		[intersectionCursorPluginId]: createIntersectionCursorPluginOptions(
+			!!onDragSelect,
+			currentTheme === 'dark' ? 'white' : 'black',
+		),
+	},
+	layout: {
+		padding: 0,
+	},
+	scales: {
+		x: {
+			stacked: isStacked,
+			offset: false,
+			grid: {
+				display: true,
+				color: getGridColor(),
+				drawTicks: true,
+			},
+			adapters: {
+				date: chartjsAdapter,
+			},
+			time: {
+				unit: xAxisTimeUnit?.unitName || 'minute',
+				stepSize: xAxisTimeUnit?.stepSize || 1,
+				displayFormats: {
+					millisecond: DATE_TIME_FORMATS.TIME_SECONDS,
+					second: DATE_TIME_FORMATS.TIME_SECONDS,
+					minute: DATE_TIME_FORMATS.TIME,
+					hour: DATE_TIME_FORMATS.SLASH_SHORT,
+					day: DATE_TIME_FORMATS.DATE_SHORT,
+					week: DATE_TIME_FORMATS.DATE_SHORT,
+					month: DATE_TIME_FORMATS.YEAR_MONTH,
+					year: DATE_TIME_FORMATS.YEAR_SHORT,
+				},
+			},
+			type: 'time',
+			ticks: { color: getAxisLabelColor(currentTheme) },
+			...(minTime && {
+				min: dayjs(minTime).tz(timezone.value).format(),
+			}),
+			...(maxTime && {
+				max: dayjs(maxTime).tz(timezone.value).format(),
+			}),
+		},
+		y: {
+			stacked: isStacked,
+			display: true,
+			grid: {
+				display: true,
+				color: getGridColor(),
+			},
+			ticks: {
+				color: getAxisLabelColor(currentTheme),
+				// Include a dollar sign in the ticks
+				callback(value): string {
+					return getYAxisFormattedValue(value.toString(), yAxisUnit);
+				},
+			},
+		},
+	},
+	elements: {
+		line: {
+			tension: 0,
+			cubicInterpolationMode: 'monotone',
+		},
+		point: {
+			hoverBackgroundColor: (ctx: any): string => {
+				if (ctx?.element?.options?.borderColor) {
+					return ctx.element.options.borderColor;
+				}
+				return 'rgba(0,0,0,0.1)';
+			},
+			hoverRadius: 5,
+		},
+	},
+	onClick: (event, element, chart): void => {
+		if (onClickHandler) {
+			onClickHandler(event, element, chart, data);
+		}
+	},
+	onHover: (event, _, chart): void => {
+		if (event.native) {
+			const interactions = chart.getElementsAtEventForMode(
+				event.native,
+				'nearest',
+				{
+					intersect: false,
+				},
+				true,
+			);
+
+			if (interactions[0]) {
+				nearestDatasetIndex.current = interactions[0].datasetIndex;
+			}
+		}
+	},
+});
 
 declare module 'chart.js' {
 	interface TooltipPositionerMap {

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts

@@ -11,6 +11,7 @@ import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
 import { v4 as uuid } from 'uuid';
 
 import { isKeyMatch } from './utils';
+import { CheckedState } from '../../types';
 
 export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
 export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
@@ -148,6 +149,7 @@ export function applyCheckboxToggle({
 	value,
 	checked,
 	isOnlyOrAllClicked,
+	previousState,
 }: {
 	currentQuery: Query;
 	activeQueryIndex: number;
@@ -157,6 +159,7 @@ export function applyCheckboxToggle({
 	value: string;
 	checked: boolean;
 	isOnlyOrAllClicked: boolean;
+	previousState?: CheckedState;
 }): Query {
 	const activeItems =
 		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
@@ -216,49 +219,56 @@ export function applyCheckboxToggle({
 			);
 			if (currentFilter) {
 				const runningOperator = currentFilter?.op;
-				switch (runningOperator) {
-					case 'in':
-						if (checked) {
-							// if it's an IN operator then if we are checking another value it get's added to the
-							// filter clause. example -  key IN [value1, currentSelectedValue]
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// if the current state wasn't an array we make it one and add our value
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (!checked) {
-							// if we are removing some value when the running operator is IN we filter.
-							// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
 
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
+				// Indeterminate items follow existing operator (IN or NOT IN)
+				// No filter for key defaults to IN (handled in else branch below)
+				if (previousState === 'indeterminate') {
+					if (isArray(currentFilter.value)) {
+						const newFilter = {
+							...currentFilter,
+							value: [...currentFilter.value, value],
+						};
+						query.filters.items = query.filters.items.map((item) => {
+							if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+								return newFilter;
+							}
+							return item;
+						});
+					} else {
+						const newFilter = {
+							...currentFilter,
+							value: [currentFilter.value as string, value],
+						};
+						query.filters.items = query.filters.items.map((item) => {
+							if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+								return newFilter;
+							}
+							return item;
+						});
+					}
+				} else {
+					switch (runningOperator) {
+						case 'in':
+							if (checked) {
+								// if it's an IN operator then if we are checking another value it get's added to the
+								// filter clause. example -  key IN [value1, currentSelectedValue]
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
 								} else {
+									// if the current state wasn't an array we make it one and add our value
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
 									query.filters.items = query.filters.items.map((item) => {
 										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
 											return newFilter;
@@ -266,133 +276,187 @@ export function applyCheckboxToggle({
 										return item;
 									});
 								}
-							} else {
-								// if not an array remove the whole thing altogether!
-								query.filters.items = query.filters.items.filter(
-									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-								);
-							}
-						}
-						break;
-					case 'nin':
-					case 'not in':
-						// if the current running operator is NIN then when unchecking the value it gets
-						// added to the clause like key NIN [value1 , currentUnselectedValue]
-						if (!checked) {
-							// in case of array add the currentUnselectedValue to the list.
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// in case of not an array make it one!
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (checked) {
-							// opposite of above!
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-									if (query.filter?.expression) {
-										query.filter.expression = removeKeysFromExpression(
-											query.filter.expression,
-											[filter.attributeKey.key],
+							} else if (!checked) {
+								// if we are removing some value when the running operator is IN we filter.
+								// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
 										);
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
 									}
 								} else {
-									query.filters.items = query.filters.items.map((item) => {
-										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-											return newFilter;
-										}
-										return item;
-									});
+									// if not an array remove the whole thing altogether!
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
 								}
-							} else {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value === value ? null : currentFilter.value,
+							}
+							break;
+						case 'nin':
+						case 'not in': {
+							// NOT IN means "exclude these values"
+							// Check if value is currently in the exclusion list
+							const isValueInFilter = isArray(currentFilter.value)
+								? currentFilter.value.includes(value)
+								: currentFilter.value === value;
+
+							// When clicking unchecked "Other" item, user wants to SELECT it
+							// Replace NOT IN filter with IN [value]
+							if (previousState === 'unchecked' && checked) {
+								const newFilter: TagFilterItem = {
+									id: uuid(),
+									op: getOperatorValue(OPERATORS.IN),
+									key: filter.attributeKey,
+									value,
 								};
-								if (newFilter.value === null && query.filter?.expression) {
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+								if (query.filter?.expression) {
 									query.filter.expression = removeKeysFromExpression(
 										query.filter.expression,
 										[filter.attributeKey.key],
 									);
 								}
+							} else if (!checked || !isValueInFilter) {
+								// Add to NOT IN when:
+								// - checked=false (user explicitly unchecked to exclude)
+								// - checked=true but value not in filter (clicking "other" value to exclude)
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} else {
+								// Remove from NOT IN when value IS in filter and checked=true
+								// (user wants to include this value back)
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+										if (query.filter?.expression) {
+											query.filter.expression = removeKeysFromExpression(
+												query.filter.expression,
+												[filter.attributeKey.key],
+											);
+										}
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
+									}
+								} else {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value === value ? null : currentFilter.value,
+									};
+									if (newFilter.value === null && query.filter?.expression) {
+										query.filter.expression = removeKeysFromExpression(
+											query.filter.expression,
+											[filter.attributeKey.key],
+										);
+									}
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
+								}
+							}
+							break;
+						}
+						case '=':
+							if (checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getOperatorValue(OPERATORS.IN),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (!checked) {
 								query.filters.items = query.filters.items.filter(
 									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
 								);
 							}
-						}
-						break;
-					case '=':
-						if (checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getOperatorValue(OPERATORS.IN),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (!checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					case '!=':
-						if (!checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getNotInOperator(source),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					default:
-						break;
+							break;
+						case '!=':
+							if (!checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getNotInOperator(source),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (checked) {
+								query.filters.items = query.filters.items.filter(
+									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+								);
+							}
+							break;
+						default:
+							break;
+					}
 				}
 			}
 		} else {
 			// case  - when there is no filter for the current key that means all are selected right now.
+			// Indeterminate items use IN (select), others use NOT IN (exclude)
 			const newFilterItem: TagFilterItem = {
 				id: uuid(),
-				op: getNotInOperator(source),
+				op:
+					previousState === 'indeterminate'
+						? getOperatorValue(OPERATORS.IN)
+						: getNotInOperator(source),
 				key: filter.attributeKey,
 				value,
 			};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts

@@ -10,6 +10,7 @@ import {
 	applyCheckboxToggle,
 	clearFilterFromQuery,
 } from './checkboxFilterQuery';
+import { CheckedState } from '../../types';
 
 interface UseCheckboxFilterActionsProps {
 	filter: IQuickFiltersConfig;
@@ -24,6 +25,7 @@ interface UseCheckboxFilterActionsReturn {
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
 	) => void;
 	onClear: () => void;
 }
@@ -53,6 +55,7 @@ function useCheckboxFilterActions({
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
 	): void => {
 		dispatch(
 			applyCheckboxToggle({
@@ -64,6 +67,7 @@ function useCheckboxFilterActions({
 				value,
 				checked,
 				isOnlyOrAllClicked,
+				previousState,
 			}),
 		);
 	};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.existingQuery.test.tsx

@@ -0,0 +1,302 @@
+import { screen } from '@testing-library/react';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../types';
+
+import CheckboxFilterV2 from './CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	setupServer,
+} from './CheckboxFilterV2.testUtils';
+
+const USE_FIELD_APIS_AUTO_DERIVE = {
+	...DEFAULT_USE_FIELD_APIS,
+	existingQuery: undefined,
+};
+
+setupServer();
+
+describe('CheckboxFilterV2 - existingQuery calculation', () => {
+	const captureExistingQuery = (): Promise<string | null> =>
+		new Promise((resolve) => {
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const existingQuery = req.url.searchParams.get('existingQuery');
+					resolve(existingQuery);
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: ['test'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+		});
+
+	describe('useFieldApis.existingQuery takes precedence', () => {
+		it('uses useFieldApis.existingQuery when provided', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'custom.query = "value"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('custom.query = "value"');
+		});
+
+		it('returns undefined when useFieldApis.existingQuery is null', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: null,
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+
+	describe('V5 filter.expression preferred over V3 filters.items', () => {
+		it('uses V5 filter.expression when both exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'from-v3-items',
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'v5.expression = "preferred"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('v5.expression = "preferred"');
+		});
+
+		it('uses V5 filter.expression when no V3 items exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'only.v5 = "expression"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('only.v5 = "expression"');
+		});
+	});
+
+	describe('V3 filters.items fallback', () => {
+		it('converts V3 filters.items to expression when no V5 expression exists', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api-service',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api-service'");
+		});
+
+		it('converts multiple V3 filters.items with AND operator', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api',
+												},
+												{
+													key: { key: 'env', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'prod',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api' AND env = 'prod'");
+		});
+
+		it('returns undefined when no filters exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.interactions.test.tsx

@@ -0,0 +1,525 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../types';
+
+import CheckboxFilterV2 from './CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	getFilterFromCall,
+	mockFieldsValuesAPI,
+	renderWithFilter,
+	setupServer,
+} from './CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - interactions', () => {
+	describe('search functionality', () => {
+		it('filters values based on search text', async () => {
+			const user = userEvent.setup();
+
+			let searchTextReceived = '';
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					searchTextReceived = req.url.searchParams.get('searchText') || '';
+
+					const values =
+						searchTextReceived === ''
+							? ['production', 'staging', 'development']
+							: ['production'];
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: values,
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(searchTextReceived).toBe('prod');
+			});
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+			});
+		});
+
+		it('filters values via search while preserving existingQuery context', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: ['production'],
+										stringValues: ['staging', 'development'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: searchText === 'prod' ? ['production'] : [],
+									stringValues: searchText === 'prod' ? ['production'] : ['staging'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+			});
+
+			expect(
+				screen.getByTestId('checkbox-value-row-production'),
+			).toBeInTheDocument();
+		});
+	});
+
+	describe('header interactions', () => {
+		it('collapses when header clicked on open filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'closed');
+			expect(
+				screen.queryByTestId('checkbox-value-row-production'),
+			).not.toBeInTheDocument();
+		});
+
+		it('expands when header clicked on closed filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, defaultOpen: false }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'open');
+			await screen.findByTestId('checkbox-value-row-production');
+		});
+	});
+
+	describe('show more functionality', () => {
+		it('shows "Show More..." when more than 10 values', async () => {
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			expect(screen.getByTestId('checkbox-filter-show-more')).toBeInTheDocument();
+
+			expect(
+				screen.queryByTestId('checkbox-value-row-value-10'),
+			).not.toBeInTheDocument();
+		});
+
+		it('loads more values when "Show More..." clicked', async () => {
+			const user = userEvent.setup();
+
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			await user.click(screen.getByTestId('checkbox-filter-show-more'));
+
+			await screen.findByTestId('checkbox-value-row-value-10');
+			expect(
+				screen.getByTestId('checkbox-value-row-value-14'),
+			).toBeInTheDocument();
+		});
+	});
+
+	describe('clear functionality', () => {
+		it('shows clear button when filter is open and has filter applied', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter applied for attribute', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('calls onFilterChange when clear clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+	});
+
+	describe('value row interactions', () => {
+		it('calls onFilterChange when checkbox value clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+
+			await user.click(within(productionRow).getByText('production'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+
+		it('creates IN filter when toggling indeterminate (related) item with no existing filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with no filter, toggle indeterminate A → should create IN
+			renderWithFilter(onFilterChange);
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'indeterminate');
+
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toBe('valueA');
+		});
+
+		it('converts NOT IN to IN when toggling unchecked (other) item', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Clicking unchecked "Other" item with NOT IN filter should convert to IN [B]
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueA'] });
+
+			const rowB = await screen.findByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toBe('valueB');
+		});
+
+		it('accumulates both values in IN when toggling indeterminate (related) then unchecked (other)', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with IN filter for valueA
+			renderWithFilter(onFilterChange, { op: 'in', value: ['valueA'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			const rowB = screen.getByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			// Toggle B (unchecked -> should add to IN)
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toStrictEqual(['valueA', 'valueB']);
+		});
+
+		it('adds to NOT IN when toggling indeterminate (related) with existing NOT IN filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with NOT IN filter for valueB
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueB'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'indeterminate');
+
+			// Toggle A (indeterminate -> should add to NOT IN)
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toStrictEqual(['valueB', 'valueA']);
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-rendered">{`ENV: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, customRendererForValue: customRenderer }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('custom-rendered');
+			expect(screen.getByText('ENV: production')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.itemRules.test.tsx

@@ -0,0 +1,485 @@
+import { screen, within } from '@testing-library/react';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../types';
+
+import CheckboxFilterV2 from './CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	setupServer,
+} from './CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - item rules', () => {
+	describe('no existing query', () => {
+		it('all values show as checked with no badge when no query exists', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(stagingRow).toHaveAttribute('data-state', 'checked');
+
+			expect(screen.queryByTestId('badge-related')).not.toBeInTheDocument();
+			expect(screen.queryByTestId('badge-other')).not.toBeInTheDocument();
+		});
+	});
+
+	describe('with existing query (related values)', () => {
+		it('shows "Related" badge with indeterminate state for values in relatedValues', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+			expect(productionRow).toHaveAttribute('data-state', 'indeterminate');
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('shows no badge for values not in relatedValues (unchecked state)', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const stagingRow = await screen.findByTestId('checkbox-value-row-staging');
+			expect(within(stagingRow).getByText('staging')).toBeInTheDocument();
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('shows "Related" badge with indeterminate when hasFilterForThisKey=true and isInRelatedValues=true (Rule 5)', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production', 'staging'],
+				stringValues: ['development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(stagingRow).getByTestId('badge-related')).toBeInTheDocument();
+		});
+	});
+
+	describe('selected values with IN operator', () => {
+		it('shows checked state with no badge for IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(
+				within(productionRow).queryByTestId(/^badge-/),
+			).not.toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+	});
+
+	describe('selected values with NOT IN operator', () => {
+		it('shows "Not in" badge with unchecked state for NOT_IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'unchecked');
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+	});
+
+	describe('ordering by orderIndex', () => {
+		it('orders selected values (orderIndex 0) before related (orderIndex 1) before other (orderIndex 2)', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-value'],
+				stringValues: ['other-value', 'selected-value'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-value'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-selected-value');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values[0]).toBe('selected-value');
+			expect(values[1]).toBe('related-value');
+			expect(values[2]).toBe('other-value');
+		});
+
+		it('sorts alphabetically within same orderIndex', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['zebra', 'alpha', 'mike'],
+				stringValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-alpha');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values).toStrictEqual(['alpha', 'mike', 'zebra']);
+		});
+	});
+
+	describe('mixed state scenarios', () => {
+		it('handles mixed state: IN-selected + related + other in same list', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'selected-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const selectedRow = await screen.findByTestId(
+				'checkbox-value-row-selected-env',
+			);
+			expect(selectedRow).toHaveAttribute('data-state', 'checked');
+			expect(within(selectedRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(relatedRow).getByTestId('badge-related')).toBeInTheDocument();
+
+			const otherRow = screen.getByTestId('checkbox-value-row-other-env');
+			expect(otherRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(otherRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('handles NOT_IN-selected alongside related values', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'excluded-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['excluded-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const excludedRow = await screen.findByTestId(
+				'checkbox-value-row-excluded-env',
+			);
+			expect(excludedRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(excludedRow).getByTestId('badge-not_in')).toBeInTheDocument();
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'indeterminate');
+			expect(within(relatedRow).getByTestId('badge-related')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.module.scss

@@ -0,0 +1,91 @@
+.checkboxFilter {
+	display: flex;
+	flex-direction: column;
+	padding: var(--spacing-6);
+	gap: var(--spacing-6);
+	border-bottom: 1px solid var(--l1-border);
+}
+
+.search {
+	--input-background: var(--l2-background);
+	--input-hover-background: var(--l2-background);
+	--input-focus-background: var(--l2-background);
+	--input-border-color: var(--l2-border);
+	--input-focus-border-color: var(--l2-border);
+}
+
+.searchSpinner {
+	color: var(--l2-foreground);
+	animation: spin 0.8s linear infinite;
+}
+
+@keyframes spin {
+	from {
+		transform: rotate(0deg);
+	}
+
+	to {
+		transform: rotate(360deg);
+	}
+}
+
+.values {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+}
+
+.loadingMore {
+	align-self: center;
+}
+
+.noData {
+	align-self: center;
+}
+
+.showMore {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+}
+
+.showMoreText {
+	color: var(--accent-primary);
+	cursor: pointer;
+}
+
+.goToDocs {
+	display: flex;
+	flex-direction: column;
+	gap: 44px;
+}
+
+.goToDocsContainer {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	margin-top: var(--spacing-2);
+}
+
+.goToDocsMessage {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
+
+.goToDocsButton {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	cursor: pointer;
+	margin: 0 0 var(--spacing-2);
+	padding: 0;
+}
+
+.goToDocsButtonText {
+	color: var(--bg-robin-400);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.states.test.tsx

@@ -0,0 +1,207 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../types';
+
+import CheckboxFilterV2 from './CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	mockFieldsValuesAPILoading,
+	setupServer,
+} from './CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - states', () => {
+	describe('loading states', () => {
+		it('shows skeleton while loading initial data', async () => {
+			mockFieldsValuesAPILoading();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			expect(screen.getByTestId('checkbox-filter-v2')).toBeInTheDocument();
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows skeleton when initially closed filter is opened for the first time', async () => {
+			const user = userEvent.setup();
+			mockFieldsValuesAPILoading();
+
+			const closedFilter = { ...DEFAULT_FILTER, defaultOpen: false };
+
+			render(
+				<CheckboxFilterV2
+					filter={closedFilter}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			// Filter starts closed - no skeleton, no content
+			expect(
+				screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+
+			// Click header to open
+			const header = screen.getByTestId('checkbox-filter-header');
+			await user.click(header);
+
+			// Should show skeleton while loading, NOT "No values found"
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+		});
+
+		it('shows search spinner when fetching after initial load', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: [],
+										stringValues: ['production', 'staging'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+					return res(ctx.delay(10000));
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-search-loading'),
+				).toBeInTheDocument();
+			});
+		});
+	});
+
+	describe('empty states', () => {
+		it('shows "No values found" when API returns empty arrays', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: [],
+				stringValues: [],
+				numberValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const emptySection = await screen.findByTestId('checkbox-filter-empty');
+			expect(emptySection).toBeInTheDocument();
+		});
+	});
+
+	describe('value rendering', () => {
+		it('renders values from API response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-development'),
+			).toBeInTheDocument();
+		});
+
+		it('renders number values converted to strings', async () => {
+			mockFieldsValuesAPI({
+				numberValues: [200, 404, 500],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const row200 = await screen.findByTestId('checkbox-value-row-200');
+			expect(within(row200).getByText('200')).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-404')).getByText('404'),
+			).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-500')).getByText('500'),
+			).toBeInTheDocument();
+		});
+
+		it('filters null/undefined values from response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['valid', null, '', undefined as unknown as string],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const validRow = await screen.findByTestId('checkbox-value-row-valid');
+			expect(within(validRow).getByText('valid')).toBeInTheDocument();
+			expect(screen.queryAllByTestId(/^checkbox-value-row-/)).toHaveLength(1);
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.testUtils.tsx

@@ -0,0 +1,126 @@
+import { render, RenderResult } from 'tests/test-utils';
+import { server, rest } from 'mocks-server/server';
+import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { DataSource } from 'types/common/queryBuilder';
+import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
+
+import {
+	FiltersType,
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from '../../../types';
+import CheckboxFilterV2 from './CheckboxFilterV2';
+
+export const DEFAULT_FILTER: IQuickFiltersConfig = {
+	type: FiltersType.CHECKBOX,
+	title: 'Environment',
+	attributeKey: {
+		key: 'deployment.environment',
+		dataType: DataTypes.String,
+		type: 'tag',
+	},
+	dataSource: DataSource.TRACES,
+	defaultOpen: true,
+};
+
+export const DEFAULT_USE_FIELD_APIS: QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: 1700000000000,
+	endUnixMilli: 1700003600000,
+	existingQuery: null,
+};
+
+export function mockFieldsValuesAPI(response: {
+	relatedValues?: (string | null)[];
+	stringValues?: (string | null)[];
+	numberValues?: (number | null)[];
+}): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({
+					status: 'success',
+					data: {
+						values: {
+							relatedValues: response.relatedValues ?? [],
+							stringValues: response.stringValues ?? [],
+							numberValues: response.numberValues ?? [],
+						},
+					},
+				}),
+			),
+		),
+	);
+}
+
+export function mockFieldsValuesAPILoading(): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(ctx.delay(10000)),
+		),
+	);
+}
+
+export function setupServer(): void {
+	beforeAll(() => server.listen({ onUnhandledRequest: 'bypass' }));
+	afterEach(() => server.resetHandlers());
+	afterAll(() => server.close());
+}
+
+export interface FilterItemConfig {
+	op: string;
+	value: string | string[];
+}
+
+export function renderWithFilter(
+	onFilterChange: jest.Mock,
+	filterItem?: FilterItemConfig,
+): RenderResult {
+	const items: TagFilterItem[] = filterItem
+		? [
+				{
+					key: { key: 'deployment.environment' },
+					op: filterItem.op,
+					value: filterItem.value,
+				} as TagFilterItem,
+			]
+		: [];
+
+	return render(
+		<CheckboxFilterV2
+			filter={DEFAULT_FILTER}
+			source={QuickFiltersSource.TRACES_EXPLORER}
+			useFieldApis={{
+				...DEFAULT_USE_FIELD_APIS,
+				existingQuery: 'service.name = "api"',
+			}}
+			onFilterChange={onFilterChange}
+		/>,
+		undefined,
+		{
+			queryBuilderOverrides: {
+				currentQuery: {
+					builder: {
+						queryData: [
+							{
+								filters: { items, op: 'AND' },
+								filter: { expression: 'service.name = "api"' },
+							},
+						],
+					},
+				},
+			} as never,
+		},
+	);
+}
+
+export function getFilterFromCall(
+	onFilterChange: jest.Mock,
+	callIndex = 0,
+): TagFilterItem | undefined {
+	const query = onFilterChange.mock.calls[callIndex]?.[0] as Query | undefined;
+	return query?.builder.queryData[0]?.filters?.items?.find(
+		(item) => item.key?.key === 'deployment.environment',
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.tsx

@@ -0,0 +1,226 @@
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { Input } from '@signozhq/ui/input';
+import { Skeleton } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { LoaderCircle } from '@signozhq/icons';
+import {
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from 'components/QuickFilters/types';
+import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import useDebouncedFn from 'hooks/useDebouncedFunction';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import { NON_SELECTED_OPERATORS } from '../checkboxFilterQuery';
+import useActiveQueryIndex from '../useActiveQueryIndex';
+import useCheckboxDisclosure from '../useCheckboxDisclosure';
+import useCheckboxFilterActions from '../useCheckboxFilterActions';
+import useCheckboxFilterState from '../useCheckboxFilterState';
+import { useFieldValues } from './useFieldValues';
+import { useExistingQuery } from './useExistingQuery';
+import { isKeyMatch } from '../utils';
+
+import { CheckboxFilterV2Header } from './CheckboxFilterV2Header';
+import { CheckboxFilterV2ValueRow } from './CheckboxFilterV2ValueRow';
+import { useSectionedValues } from './useSectionedValues';
+
+import styles from './CheckboxFilterV2.module.scss';
+
+interface CheckboxFilterV2Props {
+	filter: IQuickFiltersConfig;
+	source: QuickFiltersSource;
+	onFilterChange?: (query: Query) => void;
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+}
+
+export default function CheckboxFilterV2(
+	props: CheckboxFilterV2Props,
+): JSX.Element {
+	const { source, filter, onFilterChange, useFieldApis } = props;
+	const [searchText, setSearchText] = useState<string>('');
+	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
+
+	const { currentQuery } = useQueryBuilder();
+	const activeQueryIndex = useActiveQueryIndex(source);
+
+	const {
+		isOpen,
+		isSomeFilterPresentForCurrentAttribute,
+		visibleItemsCount,
+		onToggleOpen,
+		onShowMore,
+	} = useCheckboxDisclosure({ filter, activeQueryIndex });
+
+	// Auto-preserve open state when filter is present
+	useEffect(() => {
+		if (isSomeFilterPresentForCurrentAttribute && userToggleState === null) {
+			setUserToggleState(true);
+		}
+	}, [isSomeFilterPresentForCurrentAttribute, userToggleState]);
+
+	const { existingQuery, hasExistingQuery } = useExistingQuery({
+		useFieldApis,
+		activeQueryIndex,
+	});
+
+	const { relatedValues, allValues, isLoading, isFetching } = useFieldValues({
+		filter,
+		searchText,
+		existingQuery,
+		metricNamespace: useFieldApis.metricNamespace,
+		startUnixMilli: useFieldApis.startUnixMilli,
+		endUnixMilli: useFieldApis.endUnixMilli,
+		enabled: isOpen,
+	});
+
+	// Track if initial load completed (don't show skeleton after first load)
+	// Must track if loading ever started, otherwise hasLoadedOnce gets set
+	// immediately on first render when query is disabled (isLoading=false)
+	const hasLoadedOnce = useRef(false);
+	const wasLoading = useRef(false);
+	if (isLoading) {
+		wasLoading.current = true;
+	}
+	if (!isLoading && wasLoading.current && !hasLoadedOnce.current) {
+		hasLoadedOnce.current = true;
+	}
+
+	// Combine for state derivation
+	const attributeValues = useMemo(() => {
+		const combined = [...relatedValues, ...allValues];
+		return [...new Set(combined)];
+	}, [relatedValues, allValues]);
+
+	const { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
+		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
+
+	const { onChange, onClear } = useCheckboxFilterActions({
+		filter,
+		source,
+		attributeValues,
+		activeQueryIndex,
+		onFilterChange,
+	});
+
+	const setSearchTextDebounced = useDebouncedFn((...args) => {
+		setSearchText(args[0] as string);
+	}, DEBOUNCE_DELAY);
+
+	const currentFilterOp = useMemo(() => {
+		const filterSync = currentQuery?.builder.queryData?.[
+			activeQueryIndex
+		]?.filters?.items.find((item) =>
+			isKeyMatch(item.key?.key, filter.attributeKey.key),
+		);
+		return filterSync?.op;
+	}, [
+		currentQuery?.builder.queryData,
+		activeQueryIndex,
+		filter.attributeKey.key,
+	]);
+
+	const isNotInOperator = NON_SELECTED_OPERATORS.includes(currentFilterOp || '');
+
+	const { sectionedItems, totalCount } = useSectionedValues({
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		searchText,
+		visibleItemsCount,
+	});
+
+	return (
+		<div className={styles.checkboxFilter} data-testid="checkbox-filter-v2">
+			<CheckboxFilterV2Header
+				title={filter.title}
+				isOpen={isOpen}
+				showClearAll={!!attributeValues.length}
+				onToggleOpen={onToggleOpen}
+				onClear={onClear}
+				isSomeFilterPresentForCurrentAttribute={
+					isSomeFilterPresentForCurrentAttribute
+				}
+			/>
+			{isOpen && isLoading && !hasLoadedOnce.current && (
+				<section>
+					<Skeleton paragraph={{ rows: 4 }} />
+				</section>
+			)}
+			{isOpen && (!isLoading || hasLoadedOnce.current) && (
+				<>
+					<section className={styles.search}>
+						<Input
+							placeholder="Filter values"
+							onChange={(e): void => setSearchTextDebounced(e.target.value)}
+							disabled={isFilterDisabled}
+							data-testid="checkbox-filter-search"
+							suffix={
+								isFetching ? (
+									<LoaderCircle
+										size={14}
+										className={styles.searchSpinner}
+										data-testid="checkbox-filter-search-loading"
+									/>
+								) : null
+							}
+						/>
+					</section>
+
+					{totalCount > 0 && (
+						<section className={styles.values}>
+							{sectionedItems.map(({ value, badge, checkedState }) => {
+								const isChecked = checkedState === 'checked';
+
+								return (
+									<CheckboxFilterV2ValueRow
+										key={value}
+										value={value}
+										checkedState={checkedState}
+										disabled={isFilterDisabled}
+										title={filter.title}
+										badge={badge}
+										onlyButtonLabel={
+											isSomeFilterPresentForCurrentAttribute
+												? isChecked && !isMultipleValuesTrueForTheKey
+													? 'All'
+													: 'Only'
+												: 'Only'
+										}
+										customRendererForValue={filter.customRendererForValue}
+										onCheckboxChange={(checked, previousState): void =>
+											onChange(value, checked, false, previousState)
+										}
+										onOnlyOrAllClick={(): void => onChange(value, isChecked, true)}
+									/>
+								);
+							})}
+						</section>
+					)}
+
+					{totalCount === 0 && hasLoadedOnce.current && (
+						<section className={styles.noData} data-testid="checkbox-filter-empty">
+							<Typography.Text>No values found</Typography.Text>
+						</section>
+					)}
+
+					{visibleItemsCount < totalCount && (
+						<section className={styles.showMore}>
+							<Typography.Text
+								className={styles.showMoreText}
+								onClick={onShowMore}
+								data-testid="checkbox-filter-show-more"
+							>
+								Show More...
+							</Typography.Text>
+						</section>
+					)}
+				</>
+			)}
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.module.scss

@@ -0,0 +1,33 @@
+.header {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	cursor: pointer;
+}
+
+.leftAction {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+}
+
+.title {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	font-weight: 400;
+	line-height: 18px;
+	letter-spacing: -0.07px;
+	text-transform: capitalize;
+}
+
+.rightAction {
+	display: flex;
+	align-items: center;
+	min-width: 48px;
+}
+
+.clearAll {
+	font-size: 12px;
+	color: var(--accent-primary);
+	cursor: pointer;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.test.tsx

@@ -0,0 +1,156 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { CheckboxFilterV2Header } from './CheckboxFilterV2Header';
+
+describe('CheckboxFilterV2Header', () => {
+	const defaultProps = {
+		title: 'Environment',
+		isOpen: false,
+		showClearAll: true,
+		isSomeFilterPresentForCurrentAttribute: true,
+		onToggleOpen: jest.fn(),
+		onClear: jest.fn(),
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('collapsed state', () => {
+		it('renders title', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			expect(screen.getByText('Environment')).toBeInTheDocument();
+		});
+
+		it('sets data-state="closed" when collapsed', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+		});
+
+		it('does not show clear button when collapsed', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen={false} showClearAll />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('expanded state', () => {
+		it('sets data-state="open" when expanded', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+		});
+
+		it('shows clear button when expanded + showClearAll=true', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll />);
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+			expect(screen.getByText('Clear')).toBeInTheDocument();
+		});
+
+		it('hides clear button when showClearAll=false', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll={false} />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter present for attribute', () => {
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					showClearAll
+					isSomeFilterPresentForCurrentAttribute={false}
+				/>,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('calls onToggleOpen on header click', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-header'));
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Enter key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Space key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard(' ');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onClear on clear button click', async () => {
+			const user = userEvent.setup();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen onClear={onClear} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+		});
+
+		it('clear button click does not trigger onToggleOpen', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					onToggleOpen={onToggleOpen}
+					onClear={onClear}
+				/>,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+			expect(onToggleOpen).not.toHaveBeenCalled();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.tsx

@@ -0,0 +1,62 @@
+import { Typography } from '@signozhq/ui/typography';
+import { ChevronDown, ChevronRight } from '@signozhq/icons';
+
+import styles from './CheckboxFilterV2Header.module.scss';
+
+interface CheckboxFilterHeaderProps {
+	title: string;
+	isOpen: boolean;
+	showClearAll: boolean;
+	onToggleOpen: () => void;
+	onClear: () => void;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+}
+
+export function CheckboxFilterV2Header({
+	title,
+	isOpen,
+	showClearAll,
+	onToggleOpen,
+	onClear,
+	isSomeFilterPresentForCurrentAttribute,
+}: CheckboxFilterHeaderProps): JSX.Element {
+	return (
+		<section
+			role="button"
+			tabIndex={0}
+			className={styles.header}
+			onClick={onToggleOpen}
+			onKeyDown={(e): void => {
+				if (e.key === 'Enter' || e.key === ' ') {
+					onToggleOpen();
+				}
+			}}
+			data-testid="checkbox-filter-header"
+			data-state={isOpen ? 'open' : 'closed'}
+		>
+			<section className={styles.leftAction}>
+				{isOpen ? (
+					<ChevronDown size={13} cursor="pointer" />
+				) : (
+					<ChevronRight size={13} cursor="pointer" />
+				)}
+				<Typography.Text className={styles.title}>{title}</Typography.Text>
+			</section>
+			<section className={styles.rightAction}>
+				{isOpen && showClearAll && isSomeFilterPresentForCurrentAttribute && (
+					<Typography.Text
+						className={styles.clearAll}
+						onClick={(e): void => {
+							e.stopPropagation();
+							e.preventDefault();
+							onClear();
+						}}
+						data-testid="checkbox-filter-clear-all"
+					>
+						Clear
+					</Typography.Text>
+				)}
+			</section>
+		</section>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.module.scss

@@ -0,0 +1,166 @@
+.valueRow {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	min-height: 24px;
+}
+
+.checkbox {
+	display: inline-flex;
+	align-items: center;
+}
+
+.valueButton {
+	display: grid;
+	grid-template-columns: minmax(0, 1fr) auto;
+	align-items: center;
+	gap: var(--spacing-2);
+	width: calc(100% - 24px);
+	cursor: pointer;
+}
+
+.content {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	min-width: 0;
+}
+
+.valueLabel {
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	overflow: hidden;
+}
+
+.actions {
+	display: grid;
+	align-items: center;
+	justify-items: end;
+
+	// Stack badge / only / toggle in a single cell so the crossfade overlaps
+	// instead of laying them side-by-side mid-transition.
+	> * {
+		grid-area: 1 / 1;
+	}
+}
+
+.badge {
+	display: inline-flex;
+	align-items: center;
+	opacity: 1;
+	transition:
+		opacity 0.16s ease,
+		display 0.16s allow-discrete;
+}
+
+.onlyButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.toggleButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.isDisabled {
+	cursor: not-allowed;
+
+	.valueLabel {
+		color: var(--l3-foreground);
+	}
+
+	.onlyButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+
+	.toggleButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+}
+
+.valueButton:hover {
+	.onlyButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+.checkbox:hover ~ .valueButton {
+	.toggleButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+@media (prefers-reduced-motion: reduce) {
+	.badge,
+	.onlyButton,
+	.toggleButton {
+		transition: none;
+	}
+}
+
+.indicatorFalse {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--danger-background);
+}
+
+.indicatorTrue {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--bg-forest-500);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.test.tsx

@@ -0,0 +1,318 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { BadgeConfig } from './itemRules';
+import { CheckedState } from '../../../types';
+import { CheckboxFilterV2ValueRow } from './CheckboxFilterV2ValueRow';
+
+describe('CheckboxFilterV2ValueRow', () => {
+	const defaultProps = {
+		value: 'production',
+		checkedState: 'unchecked' as CheckedState,
+		disabled: false,
+		title: 'Environment',
+		onlyButtonLabel: 'Only',
+		onCheckboxChange: jest.fn(),
+		onOnlyOrAllClick: jest.fn(),
+		badge: null as BadgeConfig | null,
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('checked states', () => {
+		it('sets data-state="unchecked" for unchecked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('sets data-state="checked" for checked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="checked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'checked');
+		});
+
+		it('sets data-state="indeterminate" for indeterminate state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="indeterminate" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'indeterminate');
+		});
+	});
+
+	describe('badge variations', () => {
+		it('renders no badge when badge=null', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} badge={null} />);
+
+			expect(screen.queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('renders "Not in" warning badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+			expect(screen.getByText('Not in')).toBeInTheDocument();
+		});
+
+		it('renders "Related" robin badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'related', label: 'Related', color: 'robin' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+			expect(screen.getByText('Related')).toBeInTheDocument();
+		});
+
+		it('renders "Other" secondary badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+			expect(screen.getByText('Other')).toBeInTheDocument();
+		});
+	});
+
+	describe('only/all button label', () => {
+		it('shows "Only" label by default', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="Only" />,
+			);
+
+			expect(screen.getByText('Only')).toBeInTheDocument();
+		});
+
+		it('shows "All" label when appropriate', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="All" />);
+
+			expect(screen.getByText('All')).toBeInTheDocument();
+		});
+	});
+
+	describe('disabled state', () => {
+		it('sets data-disabled=true when disabled', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} disabled />);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-disabled', 'true');
+		});
+
+		it('does not call onOnlyOrAllClick when disabled + clicked', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+
+		it('does not call onOnlyOrAllClick on keydown when disabled', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			screen.getByText('production').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('special value indicators', () => {
+		it('renders row for "true" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="true" />);
+
+			expect(screen.getByTestId('checkbox-value-row-true')).toBeInTheDocument();
+			expect(screen.getByText('true')).toBeInTheDocument();
+		});
+
+		it('renders row for "false" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="false" />);
+
+			expect(screen.getByTestId('checkbox-value-row-false')).toBeInTheDocument();
+			expect(screen.getByText('false')).toBeInTheDocument();
+		});
+
+		it('renders row for regular values', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="production" />);
+
+			expect(
+				screen.getByTestId('checkbox-value-row-production'),
+			).toBeInTheDocument();
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('renders checkbox with correct testId', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			expect(
+				screen.getByTestId('checkbox-Environment-production'),
+			).toBeInTheDocument();
+		});
+
+		it('calls onOnlyOrAllClick on value text click', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onOnlyOrAllClick on Enter key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard('{Enter}');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('calls onOnlyOrAllClick on Space key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard(' ');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('shows Toggle button', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('Toggle')).toBeInTheDocument();
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', () => {
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-render">{`Custom: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					customRendererForValue={customRenderer}
+				/>,
+			);
+
+			expect(screen.getByTestId('custom-render')).toBeInTheDocument();
+			expect(screen.getByText('Custom: production')).toBeInTheDocument();
+		});
+
+		it('shows default value text when no custom renderer', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('state combinations', () => {
+		it('checked + not_in badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					checkedState="unchecked"
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+		});
+
+		it('indeterminate + related badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					checkedState="indeterminate"
+					badge={{ key: 'related', label: 'Related', color: 'robin' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+		});
+
+		it('disabled + badge still shows badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.tsx

@@ -0,0 +1,118 @@
+import { Badge } from '@signozhq/ui/badge';
+import { Button } from '@signozhq/ui/button';
+import { Checkbox } from '@signozhq/ui/checkbox';
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+
+import { BadgeConfig } from './itemRules';
+import { CheckedState } from '../../../types';
+import styles from './CheckboxFilterV2ValueRow.module.scss';
+
+interface ValueRowProps {
+	value: string;
+	checkedState: CheckedState;
+	disabled: boolean;
+	title: string;
+	onlyButtonLabel: string;
+	customRendererForValue?: (value: string) => JSX.Element;
+	onCheckboxChange: (checked: boolean, previousState: CheckedState) => void;
+	onOnlyOrAllClick: () => void;
+	badge: BadgeConfig | null;
+}
+
+function toCheckboxValue(state: CheckedState): boolean | 'indeterminate' {
+	if (state === 'indeterminate') {
+		return 'indeterminate';
+	}
+	return state === 'checked';
+}
+
+const INDICATOR_CLASS_MAP = {
+	false: styles.indicatorFalse,
+	true: styles.indicatorTrue,
+} as Record<string, string>;
+
+export function CheckboxFilterV2ValueRow({
+	value,
+	checkedState,
+	disabled,
+	title,
+	onlyButtonLabel,
+	customRendererForValue,
+	onCheckboxChange,
+	onOnlyOrAllClick,
+	badge,
+}: ValueRowProps): JSX.Element {
+	const indicatorClass = INDICATOR_CLASS_MAP[value];
+
+	return (
+		<div
+			className={styles.valueRow}
+			data-testid={`checkbox-value-row-${value}`}
+			data-state={checkedState}
+			data-disabled={disabled}
+		>
+			<div className={styles.checkbox}>
+				<Checkbox
+					onChange={(isChecked): void =>
+						onCheckboxChange(isChecked === true, checkedState)
+					}
+					value={toCheckboxValue(checkedState)}
+					disabled={disabled}
+					color="primary"
+					testId={`checkbox-${title}-${value}`}
+				/>
+			</div>
+
+			<div
+				role="button"
+				tabIndex={disabled ? -1 : 0}
+				className={cx(styles.valueButton, disabled && styles.isDisabled)}
+				onClick={(): void => {
+					if (disabled) {
+						return;
+					}
+					onOnlyOrAllClick();
+				}}
+				onKeyDown={(e): void => {
+					if (disabled) {
+						return;
+					}
+					if (e.key === 'Enter' || e.key === ' ') {
+						onOnlyOrAllClick();
+					}
+				}}
+			>
+				<div className={styles.content}>
+					{indicatorClass && <div className={indicatorClass} />}
+					{customRendererForValue ? (
+						customRendererForValue(value)
+					) : (
+						<Typography.Text title={value} className={styles.valueLabel}>
+							{value}
+						</Typography.Text>
+					)}
+				</div>
+
+				<div className={styles.actions}>
+					{badge && (
+						<Badge
+							variant="outline"
+							color={badge.color}
+							className={styles.badge}
+							testId={`badge-${badge.key}`}
+						>
+							{badge.label}
+						</Badge>
+					)}
+					<Button variant="ghost" color="secondary" className={styles.onlyButton}>
+						{onlyButtonLabel}
+					</Button>
+					<Button variant="ghost" color="secondary" className={styles.toggleButton}>
+						Toggle
+					</Button>
+				</div>
+			</div>
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.test.ts

@@ -0,0 +1,138 @@
+import { deriveItemConfig, ItemContext } from './itemRules';
+
+describe('itemRules', () => {
+	describe('deriveItemConfig', () => {
+		it('no query at all → orderIndex 0, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + IN operator → orderIndex 0, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + NOT IN operator → orderIndex 0, not_in badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: false,
+				isNotInOperator: true,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toStrictEqual({
+				key: 'not_in',
+				label: 'Not in',
+				color: 'warning',
+			});
+		});
+
+		it('has query, no filter for this key, in related → orderIndex 1, related badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(1);
+			expect(result.badge).toStrictEqual({
+				key: 'related',
+				label: 'Related',
+				color: 'robin',
+			});
+		});
+
+		it('has query, has filter for this key, in related → orderIndex 1, related badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(1);
+			expect(result.badge).toStrictEqual({
+				key: 'related',
+				label: 'Related',
+				color: 'robin',
+			});
+		});
+
+		it('has query, not in related → orderIndex 2, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(2);
+			expect(result.badge).toBeNull();
+		});
+
+		it('has query + filter for key, not selected, not in related → orderIndex 2, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(2);
+			expect(result.badge).toBeNull();
+		});
+
+		it('no query but has filter for key, not selected → fallback to checked (DEFAULT_CONFIG)', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.orderIndex).toBe(0);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.ts

@@ -0,0 +1,109 @@
+import { CheckedState } from '../../../types';
+
+export interface BadgeConfig {
+	key: string;
+	label: string;
+	color: 'robin' | 'warning' | 'secondary';
+}
+
+export interface ItemConfig {
+	orderIndex: number;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+export interface ItemContext {
+	isSelectedOnFilter: boolean;
+	isInRelatedValues: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	hasFilterForThisKey: boolean;
+}
+
+export interface DerivedItem extends ItemConfig {
+	value: string;
+}
+
+interface ItemRule {
+	condition: (ctx: ItemContext) => boolean;
+	config: ItemConfig;
+}
+
+const ITEM_RULES: ItemRule[] = [
+	{
+		condition: (ctx): boolean =>
+			!ctx.hasExistingQuery && !ctx.hasFilterForThisKey,
+		config: { orderIndex: 0, badge: null, checkedState: 'checked' },
+	},
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && ctx.isNotInOperator,
+		config: {
+			orderIndex: 0,
+			badge: { key: 'not_in', label: 'Not in', color: 'warning' },
+			checkedState: 'unchecked',
+		},
+	},
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && !ctx.isNotInOperator,
+		config: { orderIndex: 0, badge: null, checkedState: 'checked' },
+	},
+	{
+		condition: (ctx): boolean =>
+			ctx.hasExistingQuery && !ctx.hasFilterForThisKey && ctx.isInRelatedValues,
+		config: {
+			orderIndex: 1,
+			badge: { key: 'related', label: 'Related', color: 'robin' },
+			checkedState: 'indeterminate',
+		},
+	},
+	{
+		condition: (ctx): boolean =>
+			ctx.hasExistingQuery && ctx.hasFilterForThisKey && ctx.isInRelatedValues,
+		config: {
+			orderIndex: 1,
+			badge: { key: 'related', label: 'Related', color: 'robin' },
+			checkedState: 'indeterminate',
+		},
+	},
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery,
+		config: {
+			orderIndex: 2,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+];
+
+// Fallback when no rule matches
+const DEFAULT_CONFIG: ItemConfig = {
+	orderIndex: 0,
+	badge: null,
+	checkedState: 'checked',
+};
+
+export function deriveItemConfig(ctx: ItemContext): ItemConfig {
+	for (const rule of ITEM_RULES) {
+		if (rule.condition(ctx)) {
+			return rule.config;
+		}
+	}
+	return DEFAULT_CONFIG;
+}
+
+export function deriveItems(
+	values: string[],
+	relatedSet: Set<string>,
+	selectedOnFilterSet: Set<string>,
+	ctx: Omit<ItemContext, 'isSelectedOnFilter' | 'isInRelatedValues'>,
+): DerivedItem[] {
+	return values.map((value) => {
+		const itemCtx: ItemContext = {
+			...ctx,
+			isSelectedOnFilter: selectedOnFilterSet.has(value),
+			isInRelatedValues: relatedSet.has(value),
+		};
+		const config = deriveItemConfig(itemCtx);
+		return { value, ...config };
+	});
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useExistingQuery.tsx

@@ -0,0 +1,61 @@
+import { useMemo } from 'react';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { convertFiltersToExpression } from 'components/QueryBuilderV2/utils';
+import { QuickFilterCheckboxUseFieldApis } from 'components/QuickFilters/types';
+
+interface UseExistingQueryParams {
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+	activeQueryIndex: number;
+}
+
+interface UseExistingQueryResult {
+	existingQuery: string | undefined;
+	hasExistingQuery: boolean;
+}
+
+export function useExistingQuery({
+	useFieldApis,
+	activeQueryIndex,
+}: UseExistingQueryParams): UseExistingQueryResult {
+	const { currentQuery } = useQueryBuilder();
+
+	const existingQuery = useMemo(() => {
+		if (useFieldApis.existingQuery === null) {
+			return undefined;
+		}
+
+		if (useFieldApis.existingQuery) {
+			return useFieldApis.existingQuery;
+		}
+
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+
+		// Prefer V5 filter.expression
+		if (queryData?.filter?.expression) {
+			return queryData.filter.expression;
+		}
+
+		// Fall back to V3 filters.items
+		if (queryData?.filters?.items?.length) {
+			return convertFiltersToExpression(queryData.filters).expression;
+		}
+
+		return undefined;
+	}, [
+		useFieldApis.existingQuery,
+		currentQuery.builder.queryData,
+		activeQueryIndex,
+	]);
+
+	// Check if ANY filters exist in query (V3 items or V5 expression)
+	// This is separate from existingQuery because existingQuery can be explicitly
+	// disabled (null) while filters still exist in the query for UI purposes
+	const hasExistingQuery = useMemo(() => {
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+		const hasV3Items = (queryData?.filters?.items?.length ?? 0) > 0;
+		const hasV5Expression = !!queryData?.filter?.expression;
+		return hasV3Items || hasV5Expression || !!existingQuery;
+	}, [currentQuery.builder.queryData, activeQueryIndex, existingQuery]);
+
+	return { existingQuery, hasExistingQuery };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useFieldValues.tsx

@@ -0,0 +1,97 @@
+import { useMemo } from 'react';
+import { useGetFieldsValues } from 'api/generated/services/fields';
+import { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import { IQuickFiltersConfig } from 'components/QuickFilters/types';
+import { DataSource } from 'types/common/queryBuilder';
+import { FIELD_API_CACHE_TIME } from 'constants/queryCacheTime';
+
+interface UseFieldValuesProps {
+	filter: IQuickFiltersConfig;
+	searchText: string;
+	existingQuery?: string;
+	metricNamespace?: string;
+	startUnixMilli?: number;
+	endUnixMilli?: number;
+	enabled: boolean;
+}
+
+interface UseFieldValuesReturn {
+	relatedValues: string[];
+	allValues: string[];
+	isLoading: boolean;
+	isFetching: boolean;
+}
+
+const DATA_SOURCE_TO_SIGNAL: Record<DataSource, TelemetrytypesSignalDTO> = {
+	[DataSource.METRICS]: TelemetrytypesSignalDTO.metrics,
+	[DataSource.TRACES]: TelemetrytypesSignalDTO.traces,
+	[DataSource.LOGS]: TelemetrytypesSignalDTO.logs,
+};
+
+export function useFieldValues({
+	filter,
+	searchText,
+	existingQuery,
+	metricNamespace,
+	startUnixMilli,
+	endUnixMilli,
+	enabled,
+}: UseFieldValuesProps): UseFieldValuesReturn {
+	const { data, isLoading, isFetching } = useGetFieldsValues(
+		{
+			signal: filter.dataSource
+				? DATA_SOURCE_TO_SIGNAL[filter.dataSource]
+				: undefined,
+			name: filter.attributeKey.key,
+			searchText,
+			existingQuery,
+			metricNamespace,
+			startUnixMilli,
+			// This field does not affect the backend but I wanted to keep it here
+			// in case we add the support in the future
+			endUnixMilli,
+		},
+		{
+			query: {
+				enabled,
+				cacheTime: FIELD_API_CACHE_TIME,
+				keepPreviousData: true,
+			},
+		},
+	);
+
+	const relatedValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		return (
+			values.relatedValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || []
+		);
+	}, [data]);
+
+	const allValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		const stringValues =
+			values.stringValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || [];
+		const numberValues =
+			values.numberValues
+				?.filter((value): value is number => value !== null && value !== undefined)
+				.map((value) => value.toString()) || [];
+
+		return [...stringValues, ...numberValues];
+	}, [data]);
+
+	return { relatedValues, allValues, isLoading, isFetching };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.test.ts

@@ -0,0 +1,115 @@
+import { renderHook } from '@testing-library/react';
+
+import { useSectionedValues } from './useSectionedValues';
+
+describe('useSectionedValues', () => {
+	const baseInput = {
+		relatedValues: ['val1', 'val2'],
+		allValues: ['val1', 'val2', 'val3'],
+		currentFilterState: {},
+		isSomeFilterPresentForCurrentAttribute: false,
+		isNotInOperator: false,
+		hasExistingQuery: false,
+		searchText: '',
+		visibleItemsCount: 10,
+	};
+
+	it('no query at all → all items orderIndex 0, no badges', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		expect(result.current.sectionedItems).toHaveLength(3);
+		result.current.sectionedItems.forEach((item) => {
+			expect(item.orderIndex).toBe(0);
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query, no filter for key → related values get related badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		const relatedItems = result.current.sectionedItems.filter(
+			(item) => item.value === 'val1' || item.value === 'val2',
+		);
+		const otherItems = result.current.sectionedItems.filter(
+			(item) => item.value === 'val3',
+		);
+
+		// Related values should have related badge
+		relatedItems.forEach((item) => {
+			expect(item.orderIndex).toBe(1);
+			expect(item.badge?.key).toBe('related');
+		});
+
+		// Other values should have no badge
+		otherItems.forEach((item) => {
+			expect(item.orderIndex).toBe(2);
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query + filter for key, selected value → selected at top, no badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				currentFilterState: { val1: true, val2: false, val3: false },
+			}),
+		);
+
+		const selectedItem = result.current.sectionedItems.find(
+			(item) => item.value === 'val1',
+		);
+
+		expect(selectedItem?.orderIndex).toBe(0);
+		expect(selectedItem?.badge).toBeNull();
+	});
+
+	it('has query + filter for key, NOT IN operator → not_in values get badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				isNotInOperator: true,
+				currentFilterState: { val1: false, val2: true, val3: true },
+			}),
+		);
+
+		// val1 is unchecked + NOT IN = excluded
+		const excludedItem = result.current.sectionedItems.find(
+			(item) => item.value === 'val1',
+		);
+
+		expect(excludedItem?.orderIndex).toBe(0);
+		expect(excludedItem?.badge?.key).toBe('not_in');
+	});
+
+	it('items with same orderIndex sorted alphabetically', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				relatedValues: ['zebra', 'apple', 'mango'],
+				allValues: ['zebra', 'apple', 'mango'],
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		// All items have orderIndex 0, should be sorted alphabetically
+		const values = result.current.sectionedItems.map((item) => item.value);
+		expect(values).toStrictEqual(['apple', 'mango', 'zebra']);
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.ts

@@ -0,0 +1,97 @@
+import { useMemo } from 'react';
+
+import { BadgeConfig, deriveItems } from './itemRules';
+import { CheckedState } from '../../../types';
+
+interface SectionedValuesInput {
+	relatedValues: string[];
+	allValues: string[];
+	currentFilterState: Record<string, boolean>;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	searchText: string;
+	visibleItemsCount: number;
+}
+
+export interface SectionedItem {
+	value: string;
+	orderIndex: number;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+interface SectionedValuesOutput {
+	sectionedItems: SectionedItem[];
+	totalCount: number;
+}
+
+export function useSectionedValues({
+	relatedValues,
+	allValues,
+	currentFilterState,
+	isSomeFilterPresentForCurrentAttribute,
+	isNotInOperator,
+	hasExistingQuery,
+	searchText,
+	visibleItemsCount,
+}: SectionedValuesInput): SectionedValuesOutput {
+	const items = useMemo(() => {
+		const allUniqueValues = Array.from(new Set([...relatedValues, ...allValues]));
+
+		// When searching, only use allValues (API filtered)
+		const valuesToProcess = searchText ? allValues : allUniqueValues;
+
+		// Build selected set based on operator
+		// Only populate when filter exists for this key
+		const selectedSet = new Set<string>();
+		if (isSomeFilterPresentForCurrentAttribute) {
+			for (const [val, isChecked] of Object.entries(currentFilterState)) {
+				if (isNotInOperator) {
+					// NOT IN: unchecked = explicitly excluded
+					if (!isChecked) {
+						selectedSet.add(val);
+					}
+				} else {
+					// IN: checked = explicitly selected
+					if (isChecked) {
+						selectedSet.add(val);
+					}
+				}
+			}
+		}
+
+		// Always include selected values at top - they may not be in API response
+		// (e.g., NOT IN filter excludes them from results)
+		const finalValues = [
+			...new Set([...Array.from(selectedSet), ...valuesToProcess]),
+		];
+
+		const relatedSet = new Set(relatedValues);
+
+		const derived = deriveItems(finalValues, relatedSet, selectedSet, {
+			isNotInOperator,
+			hasExistingQuery,
+			hasFilterForThisKey: isSomeFilterPresentForCurrentAttribute,
+		});
+
+		return derived.sort(
+			(a, b) => a.orderIndex - b.orderIndex || a.value.localeCompare(b.value),
+		);
+	}, [
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		searchText,
+	]);
+
+	const sectionedItems = useMemo(
+		() => items.slice(0, visibleItemsCount),
+		[items, visibleItemsCount],
+	);
+
+	return { sectionedItems, totalCount: items.length };
+}

frontend/src/components/QuickFilters/QuickFilters.tsx

@@ -32,6 +32,7 @@ import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { USER_ROLES } from 'types/roles';
 
 import Checkbox from './FilterRenderers/Checkbox/Checkbox';
+import CheckboxV2 from './FilterRenderers/Checkbox/v2/CheckboxFilterV2';
 import Duration from './FilterRenderers/Duration/Duration';
 import Slider from './FilterRenderers/Slider/Slider';
 import useFilterConfig from './hooks/useFilterConfig';
@@ -51,6 +52,7 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 		signal,
 		showFilterCollapse = true,
 		showQueryName = true,
+		useFieldApis,
 	} = props;
 	const { user } = useAppContext();
 	const [isSettingsOpen, setIsSettingsOpen] = useState(false);
@@ -297,21 +299,45 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 				{filterConfig.map((filter) => {
 					switch (filter.type) {
 						case FiltersType.CHECKBOX:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
 								/>
 							);
 						case FiltersType.DURATION:
-							return <Duration filter={filter} onFilterChange={onFilterChange} />;
+							return (
+								<Duration
+									key={filter.attributeKey.key}
+									filter={filter}
+									onFilterChange={onFilterChange}
+								/>
+							);
 						case FiltersType.SLIDER:
-							return <Slider />;
+							return <Slider key={filter.attributeKey.key} />;
 						// eslint-disable-next-line sonarjs/no-duplicated-branches
 						default:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
@@ -381,4 +407,5 @@ QuickFilters.defaultProps = {
 	config: [],
 	showFilterCollapse: true,
 	showQueryName: true,
+	useFieldApis: undefined,
 };

frontend/src/components/QuickFilters/types.ts

@@ -26,6 +26,11 @@ export enum SignalType {
 	METER_EXPLORER = 'meter',
 }
 
+/**
+ * Missing export from signozhq/ui/checkbox, TODO(H4ad): Add and remove this type definition
+ */
+export type CheckedState = 'checked' | 'unchecked' | 'indeterminate';
+
 export interface IQuickFiltersConfig {
 	type: FiltersType;
 	title: string;
@@ -46,6 +51,7 @@ export interface IQuickFiltersProps {
 	className?: string;
 	showFilterCollapse?: boolean;
 	showQueryName?: boolean;
+	useFieldApis?: QuickFilterCheckboxUseFieldApis;
 }
 
 export enum QuickFiltersSource {
@@ -56,3 +62,19 @@ export enum QuickFiltersSource {
 	EXCEPTIONS = 'exceptions',
 	METER_EXPLORER = 'meter',
 }
+
+/**
+ * Opt-in: fetch values from the /v1/fields/values API instead of /v3/autocomplete/attribute_values
+ */
+export type QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: number;
+	endUnixMilli: number;
+	/**
+	 * If you didn't specify a string, we automatically try to extract this from the currentQuery,
+	 * from the filter.expression or filter.items.
+	 *
+	 * Use null to ignore/disable this behavior.
+	 */
+	existingQuery?: string | null;
+	metricNamespace?: string;
+};

frontend/src/constants/queryCacheTime.ts

@@ -1,3 +1,5 @@
 export const DASHBOARD_CACHE_TIME = 30_000;
 // keep it low or zero, otherwise, when enabled auto-refresh, this causes OOM due to accumulated queries in cache
 export const DASHBOARD_CACHE_TIME_ON_REFRESH_ENABLED = 0;
+
+export const FIELD_API_CACHE_TIME = 60_000;

frontend/src/container/InfraMonitoringHosts/Hosts.tsx

@@ -1,4 +1,4 @@
-import { useCallback, useEffect, useRef, useState } from 'react';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import { Button, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
@@ -9,7 +9,10 @@ import { FeatureKeys } from 'constants/features';
 import K8sBaseDetails from 'container/InfraMonitoringK8s/Base/K8sBaseDetails';
 import { K8sBaseList } from 'container/InfraMonitoringK8s/Base/K8sBaseList';
 import { K8sBaseFilters } from 'container/InfraMonitoringK8s/Base/types';
-import { InfraMonitoringEntity } from 'container/InfraMonitoringK8s/constants';
+import {
+	InfraMonitoringEntity,
+	METRIC_NAMESPACE_BY_ENTITY,
+} from 'container/InfraMonitoringK8s/constants';
 import {
 	useInfraMonitoringFiltersK8s,
 	useInfraMonitoringPageListing,
@@ -17,6 +20,8 @@ import {
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
 import { useAppContext } from 'providers/App/App';
+import { useGlobalTimeStore } from 'store/globalTime';
+import { NANO_SECOND_MULTIPLIER } from 'store/globalTime/utils';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 import {
@@ -57,6 +62,17 @@ function Hosts(): JSX.Element {
 		entityVersion: '',
 	});
 
+	const selectedTime = useGlobalTimeStore((state) => state.selectedTime);
+	const getMinMaxTime = useGlobalTimeStore((state) => state.getMinMaxTime);
+	const { startUnixMilli, endUnixMilli } = useMemo(() => {
+		const { minTime, maxTime } = getMinMaxTime();
+		return {
+			startUnixMilli: Math.floor(minTime / NANO_SECOND_MULTIPLIER),
+			endUnixMilli: Math.floor(maxTime / NANO_SECOND_MULTIPLIER),
+		};
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [selectedTime, getMinMaxTime]);
+
 	// Track previous urlFilters to only sync when the value actually changes
 	// (not when handleChangeQueryData changes due to query updates)
 	const prevUrlFiltersRef = useRef<string | null>(null);
@@ -155,6 +171,12 @@ function Hosts(): JSX.Element {
 								config={getHostsQuickFiltersConfig(dotMetricsEnabled)}
 								handleFilterVisibilityChange={handleFilterVisibilityChange}
 								onFilterChange={handleQuickFiltersChange}
+								useFieldApis={{
+									metricNamespace:
+										METRIC_NAMESPACE_BY_ENTITY[InfraMonitoringEntity.HOSTS],
+									startUnixMilli,
+									endUnixMilli,
+								}}
 							/>
 						</div>
 					)}

frontend/src/container/InfraMonitoringK8s/InfraMonitoringK8s.tsx

@@ -1,11 +1,13 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import * as Sentry from '@sentry/react';
-import { Button, CollapseProps } from 'antd';
-import { Collapse, Tooltip } from 'antd';
+import { Button, Collapse, CollapseProps, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
 import QuickFilters from 'components/QuickFilters/QuickFilters';
-import { QuickFiltersSource } from 'components/QuickFilters/types';
+import {
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from 'components/QuickFilters/types';
 import { InfraMonitoringEvents } from 'constants/events';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
@@ -23,6 +25,8 @@ import {
 	Workflow,
 } from '@signozhq/icons';
 import ErrorBoundaryFallback from 'pages/ErrorBoundaryFallback/ErrorBoundaryFallback';
+import { useGlobalTimeStore } from 'store/globalTime';
+import { NANO_SECOND_MULTIPLIER } from 'store/globalTime/utils';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 import { FeatureKeys } from '../../constants/features';
@@ -38,7 +42,9 @@ import {
 	GetPodsQuickFiltersConfig,
 	GetStatefulsetsQuickFiltersConfig,
 	GetVolumesQuickFiltersConfig,
+	InfraMonitoringEntity,
 	K8sCategories,
+	METRIC_NAMESPACE_BY_ENTITY,
 } from './constants';
 import K8sDaemonSetsList from './DaemonSets/K8sDaemonSetsList';
 import K8sDeploymentsList from './Deployments/K8sDeploymentsList';
@@ -98,6 +104,26 @@ export default function InfraMonitoringK8s(): JSX.Element {
 		featureFlags?.find((flag) => flag.name === FeatureKeys.DOT_METRICS_ENABLED)
 			?.active || false;
 
+	const selectedTime = useGlobalTimeStore((state) => state.selectedTime);
+	const getMinMaxTime = useGlobalTimeStore((state) => state.getMinMaxTime);
+	const { startUnixMilli, endUnixMilli } = useMemo(() => {
+		const { minTime, maxTime } = getMinMaxTime();
+		return {
+			startUnixMilli: Math.floor(minTime / NANO_SECOND_MULTIPLIER),
+			endUnixMilli: Math.floor(maxTime / NANO_SECOND_MULTIPLIER),
+		};
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [selectedTime, getMinMaxTime]);
+
+	const getUseFieldApis = useCallback(
+		(entity: InfraMonitoringEntity): QuickFilterCheckboxUseFieldApis => ({
+			metricNamespace: METRIC_NAMESPACE_BY_ENTITY[entity],
+			startUnixMilli,
+			endUnixMilli,
+		}),
+		[startUnixMilli, endUnixMilli],
+	);
+
 	const handleFilterChange = (query: Query): void => {
 		// update the current query with the new filters
 		// in infra monitoring k8s, we are using only one query, hence updating the 0th index of queryData
@@ -139,6 +165,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetPodsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.PODS)}
 				/>
 			),
 		},
@@ -155,6 +182,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetNodesQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.NODES)}
 				/>
 			),
 		},
@@ -171,6 +199,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetNamespaceQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.NAMESPACES)}
 				/>
 			),
 		},
@@ -187,6 +216,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetClustersQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.CLUSTERS)}
 				/>
 			),
 		},
@@ -203,6 +233,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetDeploymentsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.DEPLOYMENTS)}
 				/>
 			),
 		},
@@ -219,6 +250,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetJobsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.JOBS)}
 				/>
 			),
 		},
@@ -235,6 +267,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetDaemonsetsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.DAEMONSETS)}
 				/>
 			),
 		},
@@ -251,6 +284,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetStatefulsetsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.STATEFULSETS)}
 				/>
 			),
 		},
@@ -267,6 +301,7 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetVolumesQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
+					useFieldApis={getUseFieldApis(InfraMonitoringEntity.VOLUMES)}
 				/>
 			),
 		},

frontend/src/container/InfraMonitoringK8s/constants.ts

@@ -21,6 +21,21 @@ export enum InfraMonitoringEntity {
 	VOLUMES = 'volumes',
 }
 
+export const METRIC_NAMESPACE_BY_ENTITY: Record<InfraMonitoringEntity, string> =
+	{
+		[InfraMonitoringEntity.HOSTS]: 'system.',
+		[InfraMonitoringEntity.PODS]: 'k8s.pod.',
+		[InfraMonitoringEntity.NODES]: 'k8s.node.',
+		[InfraMonitoringEntity.NAMESPACES]: 'k8s.pod.',
+		[InfraMonitoringEntity.CLUSTERS]: 'k8s.node.',
+		[InfraMonitoringEntity.DEPLOYMENTS]: 'k8s.',
+		[InfraMonitoringEntity.STATEFULSETS]: 'k8s.',
+		[InfraMonitoringEntity.DAEMONSETS]: 'k8s.',
+		[InfraMonitoringEntity.CONTAINERS]: 'k8s.pod.',
+		[InfraMonitoringEntity.JOBS]: 'k8s.',
+		[InfraMonitoringEntity.VOLUMES]: 'k8s.volume.',
+	};
+
 export enum VIEWS {
 	METRICS = 'metrics',
 	LOGS = 'logs',

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlBadge.tsx

@@ -1,5 +1,4 @@
 import { Gauge } from '@signozhq/icons';
-import { Tooltip } from 'antd';
 import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
 
 import { Badge } from '@signozhq/ui/badge';
@@ -9,26 +8,16 @@ interface VolumeControlBadgeProps {
 }
 
 function VolumeControlBadge({ rule }: VolumeControlBadgeProps): JSX.Element {
-	const badge = (
+	return (
 		<Badge
 			data-testid="vc-badge-active"
 			variant="outline"
-			color={rule.active ? 'success' : 'warning'}
+			color={!rule.active ? 'success' : 'warning'}
 		>
 			<Gauge size={12} />
-			{rule.active ? 'Active' : 'Pending'}
+			{!rule.active ? 'Active' : 'Pending'}
 		</Badge>
 	);
-
-	if (rule.active) {
-		return badge;
-	}
-
-	return (
-		<Tooltip title="Takes about 5 minutes to take effect">
-			<span>{badge}</span>
-		</Tooltip>
-	);
 }
 
 export default VolumeControlBadge;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlChart/VolumeControlChart.module.scss

@@ -7,12 +7,6 @@
 	padding: 12px 16px 0 16px;
 }
 
-.chartHeader {
-	display: flex;
-	flex-direction: column;
-	gap: 2px;
-}
-
 .chartTitle {
 	text-transform: uppercase;
 	letter-spacing: 0.05em;
@@ -21,11 +15,3 @@
 .chartBody {
 	height: 340px;
 }
-
-.chartStatus {
-	display: flex;
-	align-items: center;
-	justify-content: center;
-	width: 100%;
-	height: 100%;
-}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlChart/VolumeControlChart.tsx

@@ -1,6 +1,5 @@
 import { Color } from '@signozhq/design-tokens';
 import { Typography } from '@signozhq/ui/typography';
-import { Spin } from 'antd';
 import { useGetMetricReductionRuleTimeseries } from 'api/generated/services/metrics';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
@@ -26,9 +25,7 @@ interface VolumeControlChartProps {
 }
 
 function VolumeControlChart({ enabled }: VolumeControlChartProps): JSX.Element {
-	const { data, isLoading, isError } = useGetMetricReductionRuleTimeseries({
-		query: { enabled },
-	});
+	const { data } = useGetMetricReductionRuleTimeseries({ query: { enabled } });
 
 	const isDarkMode = useIsDarkMode();
 	const { timezone } = useTimezone();
@@ -68,34 +65,11 @@ function VolumeControlChart({ enabled }: VolumeControlChartProps): JSX.Element {
 
 	return (
 		<div className={styles.chart} data-testid="volume-control-chart">
-			<div className={styles.chartHeader}>
-				<Typography.Text className={styles.chartTitle} size={'small'}>
-					Sample volume · ingested vs retained
-				</Typography.Text>
-				<Typography.Text size="small" color="muted">
-					Last 6 hours
-				</Typography.Text>
-			</div>
+			<Typography.Text className={styles.chartTitle} size={'small'}>
+				Series volume over time · ingested vs retained
+			</Typography.Text>
 			<div className={styles.chartBody} ref={graphRef}>
-				{isLoading && (
-					<div
-						className={styles.chartStatus}
-						data-testid="volume-control-chart-loading"
-					>
-						<Spin size="small" />
-					</div>
-				)}
-				{!isLoading && isError && (
-					<div
-						className={styles.chartStatus}
-						data-testid="volume-control-chart-error"
-					>
-						<Typography.Text size="small" color="danger">
-							Failed to load chart
-						</Typography.Text>
-					</div>
-				)}
-				{!isLoading && !isError && dimensions.width > 0 && (
+				{dimensions.width > 0 && (
 					<BarChart
 						config={config}
 						data={chartData}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ImpactPanel/ImpactPanel.module.scss

@@ -17,27 +17,11 @@
 	gap: 5px;
 }
 
-.meterLabelRow {
-	display: flex;
-	align-items: center;
-	gap: 4px;
-}
-
 .meterLabel {
 	text-transform: uppercase;
 	letter-spacing: 0.04em;
 }
 
-.meterInfo {
-	flex-shrink: 0;
-	color: var(--bg-vanilla-400, #c0c1c3);
-	line-height: 1;
-	cursor: help;
-}
-
 .meterValue {
-	display: flex;
-	align-items: baseline;
-	gap: 6px;
 	font-family: 'Geist Mono', monospace;
 }

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ImpactPanel/ImpactPanel.tsx

@@ -1,8 +1,6 @@
-import { Info } from '@signozhq/icons';
 import { Typography } from '@signozhq/ui/typography';
-import { Spin, Tooltip } from 'antd';
+import { Spin } from 'antd';
 import { MetricreductionruletypesGettableReductionRulePreviewDTO } from 'api/generated/services/sigNoz.schemas';
-import { popupContainer } from 'utils/selectPopupContainer';
 
 import { formatCompact } from '../../../configUtils';
 import { RuleMode } from '../../../types';
@@ -29,7 +27,6 @@ function ImpactPanel({
 		);
 	}
 
-	const full = preview?.ingestedSeries ?? 0;
 	const current = preview?.currentRetainedSeries ?? 0;
 	const proposed = preview?.retainedSeries ?? 0;
 	const deltaPct = current > 0 ? (1 - proposed / current) * 100 : 0;
@@ -43,59 +40,31 @@ function ImpactPanel({
 			{!isLoading && preview && (
 				<div className={styles.meterGrid}>
 					<div className={styles.meter}>
-						<div className={styles.meterLabelRow}>
-							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
-								Full series
-							</Typography.Text>
-							<Tooltip
-								title="Total number of series for this metric before any reduction."
-								getPopupContainer={popupContainer}
-							>
-								<Info size={12} className={styles.meterInfo} />
-							</Tooltip>
-						</div>
-						<Typography.Text size="2xl" className={styles.meterValue}>
-							{formatCompact(full)}
+						<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+							Current series
 						</Typography.Text>
-					</div>
-					<div className={styles.meter}>
-						<div className={styles.meterLabelRow}>
-							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
-								Current retained
-							</Typography.Text>
-							<Tooltip
-								title="Series kept today under the metric's existing rule, or all of them if it has no rule yet."
-								getPopupContainer={popupContainer}
-							>
-								<Info size={12} className={styles.meterInfo} />
-							</Tooltip>
-						</div>
 						<Typography.Text size="2xl" className={styles.meterValue}>
 							{formatCompact(current)}
 						</Typography.Text>
 					</div>
 					<div className={styles.meter}>
-						<div className={styles.meterLabelRow}>
-							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
-								Potential retained
-							</Typography.Text>
-							<Tooltip
-								title="Series that would be kept if you save this rule, with the reduction vs what's retained today."
-								getPopupContainer={popupContainer}
-							>
-								<Info size={12} className={styles.meterInfo} />
-							</Tooltip>
-						</div>
+						<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+							Proposed series
+						</Typography.Text>
 						<Typography.Text size="2xl" className={styles.meterValue}>
 							{formatCompact(proposed)}
-							{deltaPct !== 0 && (
-								<Typography.Text
-									size="small"
-									color={deltaPct >= 0 ? 'success' : undefined}
-								>
-									{reductionLabel}
-								</Typography.Text>
-							)}
+						</Typography.Text>
+					</div>
+					<div className={styles.meter}>
+						<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+							Reduction
+						</Typography.Text>
+						<Typography.Text
+							size="2xl"
+							color={deltaPct >= 0 ? 'success' : undefined}
+							className={styles.meterValue}
+						>
+							{reductionLabel}
 						</Typography.Text>
 					</div>
 				</div>

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ModeSelector/ModeSelector.tsx

@@ -18,12 +18,12 @@ const MODE_OPTIONS: ModeOption[] = [
 	},
 	{
 		mode: 'include',
-		title: 'Include',
+		title: 'Include attributes',
 		description: 'Allowlist: only the selected attributes stay queryable.',
 	},
 	{
 		mode: 'exclude',
-		title: 'Exclude',
+		title: 'Exclude attributes',
 		description: 'Blocklist: the selected attributes are aggregated away.',
 	},
 ];

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/RelatedAssetsWarning/RelatedAssetsWarning.tsx

@@ -53,12 +53,12 @@ function RelatedAssetsWarning({
 		<div className={styles.warning} data-testid="volume-control-warning">
 			<Info size={14} />
 			<div className={styles.warningBody}>
-				<Typography.Text as="div" size="base" weight="semibold" color="warning">
+				<Typography.Text as="div" size="small" weight="semibold" color="warning">
 					This rule affects {impacted.length} related asset
 					{impacted.length > 1 ? 's' : ''}.
 				</Typography.Text>
 				{impactedLabels.length > 0 && (
-					<Typography.Text as="div" size="base" color="muted">
+					<Typography.Text as="div" size="sm" color="muted">
 						{impactedLabels.join(', ')} will no longer be queryable; affected panels
 						fall back to aggregated data once the rule applies.
 					</Typography.Text>
@@ -73,7 +73,7 @@ function RelatedAssetsWarning({
 							<li key={`${asset.type}-${asset.id}-${asset.widget?.id ?? ''}`}>
 								{href ? (
 									<Typography.Link
-										size="base"
+										size="sm"
 										href={href}
 										target="_blank"
 										rel="noopener noreferrer"
@@ -81,7 +81,7 @@ function RelatedAssetsWarning({
 										{label}
 									</Typography.Link>
 								) : (
-									<Typography.Text size="base" color="muted">
+									<Typography.Text size="sm" color="muted">
 										{label}
 									</Typography.Text>
 								)}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/VolumeControlConfigDrawer.tsx

@@ -42,10 +42,6 @@ function VolumeControlConfigDrawer({
 
 	const footer = (
 		<div className={styles.footer}>
-			<Typography.Text size="small" color="muted">
-				Changes take effect about 5 minutes after saving.
-			</Typography.Text>
-			<div className={styles.footerSpacer} />
 			<Button
 				variant="outlined"
 				color="secondary"
@@ -54,6 +50,7 @@ function VolumeControlConfigDrawer({
 			>
 				Cancel
 			</Button>
+			<div className={styles.footerSpacer} />
 			{hasExistingRule && (
 				<Button
 					variant="ghost"

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/PendingActivationBanner/PendingActivationBanner.tsx

@@ -8,8 +8,8 @@ function PendingActivationBanner(): JSX.Element {
 		<div className={styles.banner} data-testid="volume-control-pending-banner">
 			<Info size={13} />
 			<Typography.Text size="sm" color="muted">
-				This metric&apos;s configuration was recently updated. Volume changes take
-				effect within about 5 minutes.
+				This metric&apos;s configuration was recently updated. Volume changes will
+				take effect within a few minutes.
 			</Typography.Text>
 		</div>
 	);

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/VolumeControlSection.tsx

@@ -22,7 +22,7 @@ function VolumeControlSection({
 		useVolumeControlFeatureGate();
 	const [isConfigOpen, setIsConfigOpen] = useState(false);
 
-	const { data, isLoading, isError } = useListMetricReductionRules(
+	const { data, isLoading, error } = useListMetricReductionRules(
 		{ metricName },
 		{
 			query: {
@@ -37,7 +37,7 @@ function VolumeControlSection({
 	}
 
 	const rule = data?.data.rules?.[0];
-	const hasRule = !!rule && !isError;
+	const hasRule = !!rule && !error;
 
 	const openConfig = (): void => setIsConfigOpen(true);
 	const closeConfig = (): void => setIsConfigOpen(false);
@@ -53,16 +53,6 @@ function VolumeControlSection({
 
 			{isLoading && <Skeleton active title={false} paragraph={{ rows: 2 }} />}
 
-			{!isLoading && isError && (
-				<Typography.Text
-					size="small"
-					color="danger"
-					data-testid="volume-control-section-error"
-				>
-					Failed to load volume control. Please try again.
-				</Typography.Text>
-			)}
-
 			{!isLoading && hasRule && rule && !rule.active && (
 				<PendingActivationBanner />
 			)}
@@ -75,7 +65,7 @@ function VolumeControlSection({
 				/>
 			)}
 
-			{!isLoading && !isError && !hasRule && (
+			{!isLoading && !hasRule && (
 				<NoRuleEmptyState canManage={canManageVolumeControl} onSetup={openConfig} />
 			)}
 

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlStats/VolumeControlStats.module.scss

@@ -1,9 +1,3 @@
-.statsSection {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
 .stats {
 	display: flex;
 	flex-wrap: wrap;
@@ -27,24 +21,11 @@
 	background: var(--callout-success-background);
 }
 
-.statCardLabelRow {
-	display: flex;
-	align-items: center;
-	gap: 4px;
-}
-
 .statCardLabel {
 	text-transform: uppercase;
 	letter-spacing: 0.05em;
 }
 
-.statCardInfo {
-	flex-shrink: 0;
-	color: var(--bg-vanilla-400, #c0c1c3);
-	line-height: 1;
-	cursor: help;
-}
-
 .statCardValue {
 	display: flex;
 	align-items: baseline;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlStats/VolumeControlStats.tsx

@@ -1,6 +1,4 @@
-import { Info } from '@signozhq/icons';
 import { Typography } from '@signozhq/ui/typography';
-import { Skeleton, Tooltip } from 'antd';
 import cx from 'classnames';
 
 import { formatCompact, formatUsd } from '../../../configUtils';
@@ -10,17 +8,12 @@ interface VolumeControlStatsProps {
 	activeRules: number;
 	ingestedSeries: number;
 	retainedSeries: number;
-	ingestedSamples: number;
-	retainedSamples: number;
 	estimatedMonthlySavingsUsd: number;
-	isLoading?: boolean;
-	isError?: boolean;
 }
 
 interface StatItem {
 	label: string;
 	value: string;
-	tooltip: string;
 	delta?: string;
 	unit?: string;
 	highlighted?: boolean;
@@ -31,53 +24,20 @@ function VolumeControlStats({
 	activeRules,
 	ingestedSeries,
 	retainedSeries,
-	ingestedSamples,
-	retainedSamples,
 	estimatedMonthlySavingsUsd,
-	isLoading = false,
-	isError = false,
 }: VolumeControlStatsProps): JSX.Element {
 	const overallReduction =
 		ingestedSeries > 0
 			? Math.round((1 - retainedSeries / ingestedSeries) * 100)
 			: 0;
 
-	const sampleReduction =
-		ingestedSamples > 0
-			? Math.round((1 - retainedSamples / ingestedSamples) * 100)
-			: 0;
-
 	const items: StatItem[] = [
-		{
-			label: 'Configured rules',
-			value: String(activeRules),
-			tooltip: 'Volume-control rules currently configured for this workspace.',
-		},
-		{
-			label: 'Ingested series',
-			value: formatCompact(ingestedSeries),
-			tooltip:
-				'Distinct time series across all metrics in the last 1 hour, before any reduction.',
-		},
+		{ label: 'Active rules', value: String(activeRules) },
+		{ label: 'Ingested series', value: formatCompact(ingestedSeries) },
 		{
 			label: 'Retained series',
 			value: formatCompact(retainedSeries),
 			delta: overallReduction > 0 ? `−${overallReduction}%` : undefined,
-			tooltip:
-				'Distinct time series kept across all metrics in the last 1 hour; everything except what the rules reduce away. Lower than ingested means more reduction.',
-		},
-		{
-			label: 'Ingested samples',
-			value: formatCompact(ingestedSamples),
-			tooltip:
-				'Sample data points across all metrics in the last 1 hour, before any reduction.',
-		},
-		{
-			label: 'Retained samples',
-			value: formatCompact(retainedSamples),
-			delta: sampleReduction > 0 ? `−${sampleReduction}%` : undefined,
-			tooltip:
-				'Sample data points kept across all metrics in the last 1 hour; everything except what the rules reduce. Samples reduce more than series because series do not all carry the same sample volume.',
 		},
 		{
 			label: 'Est. monthly savings',
@@ -85,73 +45,42 @@ function VolumeControlStats({
 			unit: '/mo',
 			highlighted: true,
 			valueGood: true,
-			tooltip:
-				'Rough monthly estimate: the samples the rules reduced in the last 1 hour, scaled to a month at 1-month standard retention. It is extrapolated from a single rolling hour.',
 		},
 	];
 
 	return (
-		<div className={styles.statsSection}>
-			<Typography.Text size="small" color="muted">
-				Last 1 hour
-			</Typography.Text>
-			<div className={styles.stats} data-testid="volume-control-stats">
-				{items.map((item) => (
-					<div
-						key={item.label}
-						className={cx(styles.statCard, {
-							[styles.statCardHighlighted]: item.highlighted,
-						})}
+		<div className={styles.stats} data-testid="volume-control-stats">
+			{items.map((item) => (
+				<div
+					key={item.label}
+					className={cx(styles.statCard, {
+						[styles.statCardHighlighted]: item.highlighted,
+					})}
+				>
+					<Typography.Text size="sm" color="muted" className={styles.statCardLabel}>
+						{item.label}
+					</Typography.Text>
+					<Typography.Text
+						as="div"
+						size="large"
+						weight="semibold"
+						color={item.valueGood ? 'success' : undefined}
+						className={styles.statCardValue}
 					>
-						<div className={styles.statCardLabelRow}>
-							<Typography.Text
-								size="sm"
-								color="muted"
-								className={styles.statCardLabel}
-							>
-								{item.label}
-							</Typography.Text>
-							<Tooltip title={item.tooltip}>
-								<Info size={12} className={styles.statCardInfo} />
-							</Tooltip>
-						</div>
-						{isLoading && (
-							<Skeleton.Button active size="small" className={styles.statCardValue} />
-						)}
-						{!isLoading && isError && (
-							<Typography.Text
-								as="div"
-								size="small"
-								color="danger"
-								className={styles.statCardValue}
-							>
-								Failed to load
+						{item.value}
+						{item.delta && (
+							<Typography.Text size="small" weight="semibold" color="success">
+								{item.delta}
 							</Typography.Text>
 						)}
-						{!isLoading && !isError && (
-							<Typography.Text
-								as="div"
-								size="large"
-								weight="semibold"
-								color={item.valueGood ? 'success' : undefined}
-								className={styles.statCardValue}
-							>
-								{item.value}
-								{item.delta && (
-									<Typography.Text size="small" weight="semibold" color="success">
-										{item.delta}
-									</Typography.Text>
-								)}
-								{item.unit && (
-									<Typography.Text size="small" weight="medium" color="muted">
-										{item.unit}
-									</Typography.Text>
-								)}
+						{item.unit && (
+							<Typography.Text size="small" weight="medium" color="muted">
+								{item.unit}
 							</Typography.Text>
 						)}
-					</div>
-				))}
-			</div>
+					</Typography.Text>
+				</div>
+			))}
 		</div>
 	);
 }

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlTab.module.scss

@@ -13,10 +13,8 @@
 	font-family: 'Geist Mono', monospace;
 }
 
-.volumeCell {
-	display: flex;
-	flex-direction: column;
-	gap: 2px;
+.reductionCell {
+	font-family: 'Geist Mono', monospace;
 }
 
 .empty {

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlTab.tsx

@@ -36,7 +36,7 @@ type VolumeControlTableParams = Required<
 >;
 
 const DEFAULT_PARAMS: VolumeControlTableParams = {
-	orderBy: OrderBy.ingested_volume,
+	orderBy: OrderBy.reduction,
 	order: SortOrder.desc,
 	search: '',
 	offset: 0,
@@ -60,20 +60,11 @@ function VolumeControlTab(): JSX.Element {
 		);
 	}, [debouncedSearch]);
 
-	const {
-		data,
-		isLoading,
-		isError: isListError,
-	} = useListMetricReductionRules(params, {
+	const { data, isLoading } = useListMetricReductionRules(params, {
 		query: { enabled: isVolumeControlEnabled },
 	});
 
-	const {
-		data: statsData,
-		isLoading: isStatsLoading,
-		isFetching: isStatsFetching,
-		isError: isStatsError,
-	} = useGetMetricReductionRuleStats({
+	const { data: statsData } = useGetMetricReductionRuleStats({
 		query: { enabled: isVolumeControlEnabled },
 	});
 	const stats = statsData?.data;
@@ -120,7 +111,7 @@ function VolumeControlTab(): JSX.Element {
 				{
 					title: 'MODE',
 					key: 'mode',
-					width: 110,
+					width: 160,
 					render: (
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
@@ -147,14 +138,7 @@ function VolumeControlTab(): JSX.Element {
 					),
 				},
 				{
-					title: (
-						<>
-							INGESTED{' '}
-							<Typography.Text size="small" color="muted">
-								(1h)
-							</Typography.Text>
-						</>
-					),
+					title: 'INGESTED',
 					key: OrderBy.ingested_volume,
 					width: 130,
 					sorter: true,
@@ -163,28 +147,13 @@ function VolumeControlTab(): JSX.Element {
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => (
-						<div className={styles.volumeCell}>
-							<Typography.Text size="small">
-								{formatCompact(rule.ingestedSeries)}{' '}
-								<Typography.Text size="small" color="muted">
-									series
-								</Typography.Text>
-							</Typography.Text>
-							<Typography.Text size="small" color="muted">
-								{formatCompact(rule.ingestedSamples)} samples
-							</Typography.Text>
-						</div>
+						<Typography.Text size="small" color="muted">
+							{formatCompact(rule.ingestedSeries)}
+						</Typography.Text>
 					),
 				},
 				{
-					title: (
-						<>
-							RETAINED{' '}
-							<Typography.Text size="small" color="muted">
-								(1h)
-							</Typography.Text>
-						</>
-					),
+					title: 'RETAINED',
 					key: OrderBy.reduced_volume,
 					width: 130,
 					sorter: true,
@@ -193,35 +162,22 @@ function VolumeControlTab(): JSX.Element {
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => (
-						<div className={styles.volumeCell}>
-							<Typography.Text size="small">
-								{formatCompact(rule.retainedSeries)}{' '}
-								<Typography.Text size="small" color="muted">
-									series
-								</Typography.Text>
-							</Typography.Text>
-							<Typography.Text size="small" color="muted">
-								{formatCompact(rule.retainedSamples)} samples
-							</Typography.Text>
-						</div>
+						<Typography.Text size="small">
+							{formatCompact(rule.retainedSeries)}
+						</Typography.Text>
 					),
 				},
 				{
 					title: 'CHANGE',
-					width: 140,
+					key: OrderBy.reduction,
+					width: 110,
+					sorter: true,
+					sortOrder: sortOrderFor(OrderBy.reduction),
 					render: (
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => {
-						const seriesReduction =
-							rule.ingestedSeries > 0
-								? (1 - rule.retainedSeries / rule.ingestedSeries) * 100
-								: 0;
-						const samplesReduction =
-							rule.ingestedSamples > 0
-								? (1 - rule.retainedSamples / rule.ingestedSamples) * 100
-								: 0;
-						if (seriesReduction <= 0 && samplesReduction <= 0) {
+						if (rule.reductionPercent <= 0) {
 							return (
 								<Typography.Text size="small" color="muted">
 									—
@@ -229,18 +185,14 @@ function VolumeControlTab(): JSX.Element {
 							);
 						}
 						return (
-							<div className={styles.volumeCell}>
-								<Typography.Text size="small" weight="semibold" color="success">
-									{seriesReduction > 0 ? `−${Math.round(seriesReduction)}%` : '0%'}{' '}
-									<Typography.Text size="small" color="muted">
-										series
-									</Typography.Text>
-								</Typography.Text>
-								<Typography.Text size="small" color="muted">
-									{samplesReduction > 0 ? `−${Math.round(samplesReduction)}%` : '0%'}{' '}
-									samples
-								</Typography.Text>
-							</div>
+							<Typography.Text
+								size="small"
+								weight="semibold"
+								color="success"
+								className={styles.reductionCell}
+							>
+								−{Math.round(rule.reductionPercent)}%
+							</Typography.Text>
 						);
 					},
 				},
@@ -321,11 +273,7 @@ function VolumeControlTab(): JSX.Element {
 				activeRules={total}
 				ingestedSeries={stats?.ingestedSeries ?? 0}
 				retainedSeries={stats?.retainedSeries ?? 0}
-				ingestedSamples={stats?.ingestedSamples ?? 0}
-				retainedSamples={stats?.retainedSamples ?? 0}
 				estimatedMonthlySavingsUsd={stats?.estimatedMonthlySavingsUsd ?? 0}
-				isLoading={isStatsLoading || isStatsFetching}
-				isError={isStatsError}
 			/>
 
 			<VolumeControlChart enabled={isVolumeControlEnabled} />
@@ -345,13 +293,7 @@ function VolumeControlTab(): JSX.Element {
 					showSizeChanger: false,
 				}}
 				locale={{
-					emptyText: isListError ? (
-						<div className={styles.empty} data-testid="volume-control-tab-error">
-							<Typography.Text color="danger">
-								Failed to load volume control rules. Please try again.
-							</Typography.Text>
-						</div>
-					) : (
+					emptyText: (
 						<div className={styles.empty} data-testid="volume-control-tab-empty">
 							<Typography.Text color="muted">
 								No volume control rules yet. Open a metric and set one up to start

frontend/src/container/MetricsExplorer/VolumeControl/hooks/useVolumeControlConfig.ts

@@ -49,7 +49,6 @@ export interface UseVolumeControlConfigResult {
 const PREVIEW_DEBOUNCE_MS = 400;
 const SAVE_ERROR_MESSAGE = 'Failed to save volume control rule';
 const REMOVE_ERROR_MESSAGE = 'Failed to remove volume control rule';
-const PREVIEW_ERROR_MESSAGE = 'Failed to preview volume control rule';
 
 export function useVolumeControlConfig({
 	metricName,
@@ -96,25 +95,11 @@ export function useVolumeControlConfig({
 		const timer = setTimeout(() => {
 			previewMutate(
 				{ data: { metricName, matchType: matchTypeForMode(mode), labels } },
-				{
-					onError: (error) =>
-						notifications.error({
-							message: error.response?.data?.error?.message ?? PREVIEW_ERROR_MESSAGE,
-						}),
-					onSettled: () => setIsPreviewPending(false),
-				},
+				{ onSettled: () => setIsPreviewPending(false) },
 			);
 		}, PREVIEW_DEBOUNCE_MS);
 		return (): void => clearTimeout(timer);
-	}, [
-		open,
-		mode,
-		labels,
-		metricName,
-		previewMutate,
-		previewReset,
-		notifications,
-	]);
+	}, [open, mode, labels, metricName, previewMutate, previewReset]);
 
 	const createMutation = useCreateMetricReductionRule();
 	const updateMutation = useUpdateMetricReductionRuleByID();
@@ -157,10 +142,7 @@ export function useVolumeControlConfig({
 		}
 
 		const onSuccess = (): void => {
-			notifications.success({
-				message:
-					'Volume control rule saved. It takes about 5 minutes to take effect.',
-			});
+			notifications.success({ message: 'Volume control rule saved' });
 			invalidate();
 			onClose();
 		};

frontend/src/container/MetricsExplorer/VolumeControl/ruleUtils.ts

@@ -9,7 +9,7 @@ export function isKeepMode(
 export function getMatchTypeLabel(
 	matchType: MetricreductionruletypesMatchTypeDTO,
 ): string {
-	return isKeepMode(matchType) ? 'Include' : 'Exclude';
+	return isKeepMode(matchType) ? 'Include attributes' : 'Exclude attributes';
 }
 
 export function getLabelVerb(

frontend/src/hooks/queryBuilder/useCreateAlerts.tsx

@@ -24,11 +24,6 @@ import { GlobalReducer } from 'types/reducer/globalTime';
 import { withBasePath } from 'utils/basePath';
 import { getGraphType } from 'utils/getGraphType';
 
-/**
- * @deprecated V1-only. V2 dashboards seed alerts from a panel via
- * `useCreateAlertFromPanel` / `buildCreateAlertUrl`
- * (pages/DashboardPageV2/.../Panel). Do not use in new code.
- */
 const useCreateAlerts = (widget?: Widgets, caller?: string): VoidFunction => {
 	const queryRangeMutation = useMutation(getSubstituteVars);
 

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/ConfigActions/ConfigActionRow.tsx

@@ -1,43 +0,0 @@
-import { SquareArrowOutUpRight } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import type { ReactNode } from 'react';
-
-import styles from './ConfigActions.module.scss';
-
-interface ConfigActionRowProps {
-	/** Leading glyph for the action. */
-	icon: ReactNode;
-	label: string;
-	onClick: () => void;
-	testId?: string;
-}
-
-/**
- * One row in the config pane's "Actions" list — a cross-page navigation link
- * (leading icon, label, trailing external-link affordance). The whole row is the
- * click target.
- */
-function ConfigActionRow({
-	icon,
-	label,
-	onClick,
-	testId,
-}: ConfigActionRowProps): JSX.Element {
-	return (
-		<Button
-			type="button"
-			variant="outlined"
-			color="secondary"
-			className={styles.row}
-			data-testid={testId}
-			onClick={onClick}
-			prefix={<span className={styles.icon}>{icon}</span>}
-			suffix={<SquareArrowOutUpRight size={14} />}
-		>
-			<Typography.Text className={styles.label}>{label}</Typography.Text>
-		</Button>
-	);
-}
-
-export default ConfigActionRow;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/ConfigActions/ConfigActions.module.scss

@@ -1,57 +0,0 @@
-/* The "Actions" group: a list of cross-page navigation links, visually separated
-   from the collapsible config sections above by the same hairline divider. */
-.divider {
-	height: 1px;
-	background: var(--l2-border);
-	margin: 18px 0;
-}
-
-.container {
-	padding: 0 16px;
-}
-
-.eyebrow {
-	display: block;
-	margin: 0 2px 10px;
-	font-size: 11px;
-	font-weight: 600;
-	letter-spacing: 0.06em;
-	text-transform: uppercase;
-	color: var(--l1-foreground);
-}
-
-.list {
-	display: flex;
-	flex-direction: column;
-}
-
-/* A navigation-link row: leading icon, label, trailing external-link affordance. */
-.row {
-	display: flex;
-	align-items: center;
-	gap: 11px;
-	width: 100%;
-	height: 44px;
-	padding: 0 4px;
-	border: none;
-	background: transparent;
-	cursor: pointer;
-	color: var(--text-vanilla-100);
-	border-radius: 4px;
-
-	&:hover {
-		background: color-mix(in srgb, var(--bg-vanilla-100) 6%, transparent);
-	}
-}
-
-.icon {
-	display: grid;
-	place-items: center;
-	flex: none;
-	color: var(--l2-foreground);
-}
-
-.label {
-	flex: 1;
-	text-align: left;
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/ConfigActions/ConfigActions.tsx

@@ -1,51 +0,0 @@
-import { Bell } from '@signozhq/icons';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
-import { getPanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/registry';
-import { useCreateAlertFromPanel } from 'pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/useCreateAlertFromPanel';
-
-import ConfigActionRow from './ConfigActionRow';
-import styles from './ConfigActions.module.scss';
-
-interface ConfigActionsProps {
-	/** The draft panel — its current query seeds the actions (e.g. Create alert). */
-	panel: DashboardtypesPanelDTO;
-	panelId: string;
-}
-
-/**
- * The "Actions" group at the foot of the config pane: cross-page navigation links,
- * kept distinct from the collapsible config sections above. Each link is gated by the
- * panel kind's capabilities; the whole group hides when none apply.
- */
-function ConfigActions({
-	panel,
-	panelId,
-}: ConfigActionsProps): JSX.Element | null {
-	const createAlert = useCreateAlertFromPanel();
-	const { actions } = getPanelDefinition(panel.spec.plugin.kind);
-
-	// Only kinds whose query can seed an alert offer this today; mirror the panel
-	// menu's create-alert capability.
-	if (!actions.createAlert) {
-		return null;
-	}
-
-	return (
-		<>
-			<div className={styles.divider} />
-			<div className={styles.container}>
-				<span className={styles.eyebrow}>Actions</span>
-				<div className={styles.list}>
-					<ConfigActionRow
-						testId="panel-editor-v2-create-alert"
-						icon={<Bell size={14} />}
-						label="Create alert"
-						onClick={(): void => createAlert(panel, panelId)}
-					/>
-				</div>
-			</div>
-		</>
-	);
-}
-
-export default ConfigActions;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/ConfigActions/__tests__/ConfigActions.test.tsx

@@ -1,51 +0,0 @@
-import { render, screen } from '@testing-library/react';
-import userEvent from '@testing-library/user-event';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
-
-import ConfigActions from '../ConfigActions';
-
-const mockCreateAlert = jest.fn();
-jest.mock(
-	'pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/useCreateAlertFromPanel',
-	() => ({
-		useCreateAlertFromPanel: jest.fn(() => mockCreateAlert),
-	}),
-);
-
-function makePanel(kind: string): DashboardtypesPanelDTO {
-	return {
-		kind: 'Panel',
-		spec: {
-			display: { name: 'CPU' },
-			plugin: { kind, spec: {} },
-			queries: [],
-		},
-	} as unknown as DashboardtypesPanelDTO;
-}
-
-describe('ConfigActions', () => {
-	beforeEach(() => jest.clearAllMocks());
-
-	it('offers "Create alert rule" for a create-alert-capable kind and seeds from the panel', async () => {
-		const user = userEvent.setup();
-		const panel = makePanel('signoz/TimeSeriesPanel');
-		render(<ConfigActions panel={panel} panelId="panel-1" />);
-
-		const row = screen.getByTestId('panel-editor-v2-create-alert');
-		expect(row).toHaveTextContent('Create alert');
-
-		await user.click(row);
-		expect(mockCreateAlert).toHaveBeenCalledWith(panel, 'panel-1');
-	});
-
-	it('renders nothing for a kind that cannot seed an alert', () => {
-		const { container } = render(
-			<ConfigActions panel={makePanel('signoz/TablePanel')} panelId="panel-1" />,
-		);
-
-		expect(
-			screen.queryByTestId('panel-editor-v2-create-alert'),
-		).not.toBeInTheDocument();
-		expect(container).toBeEmptyDOMElement();
-	});
-});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/ConfigPane.tsx

@@ -1,22 +1,20 @@
 import { Input } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
-import type {
-	DashboardtypesPanelDTO,
-	DashboardtypesPanelSpecDTO,
-} from 'api/generated/services/sigNoz.schemas';
+import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
 import { getPanelDefinition } from 'pages/DashboardPageV2/DashboardContainer/Panels/registry';
 import { resolveSignal } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/getBuilderQueries';
 import type { EQueryType } from 'types/common/dashboard';
 
 import type { LegendSeries } from '../hooks/useLegendSeries';
 import type { TableColumnOption } from '../hooks/useTableColumns';
-import ConfigActions from './ConfigActions/ConfigActions';
 import SectionSlot from './SectionSlot/SectionSlot';
 
 import styles from './ConfigPane.module.scss';
 import { PanelKind } from '../../Panels/types/panelKind';
 
 interface ConfigPaneProps {
+	/** Full plugin kind (e.g. `signoz/TimeSeriesPanel`); drives which sections show. */
+	panelKind: PanelKind;
 	/** The panel spec — the single editing surface (title/description + section slices). */
 	spec: DashboardtypesPanelSpecDTO;
 	onChangeSpec: (next: DashboardtypesPanelSpecDTO) => void;
@@ -34,12 +32,6 @@ interface ConfigPaneProps {
 	tableColumns: TableColumnOption[];
 	/** Query step interval (seconds), for the chart-appearance span-gaps floor. */
 	stepInterval?: number;
-	/**
-	 * The draft panel and its id — the "Actions" group seeds cross-page links
-	 * (Create alert) from the current query.
-	 */
-	panel: DashboardtypesPanelDTO;
-	panelId: string;
 }
 
 /**
@@ -49,6 +41,7 @@ interface ConfigPaneProps {
  * generically via the section registry — only sections with a built editor appear.
  */
 function ConfigPane({
+	panelKind,
 	spec,
 	onChangeSpec,
 	onChangePanelKind,
@@ -56,10 +49,7 @@ function ConfigPane({
 	legendSeries,
 	tableColumns,
 	stepInterval,
-	panel,
-	panelId,
 }: ConfigPaneProps): JSX.Element {
-	const panelKind = spec.plugin.kind;
 	const definition = getPanelDefinition(panelKind);
 	const sections = definition.sections;
 
@@ -124,8 +114,6 @@ function ConfigPane({
 					</div>
 				</>
 			)}
-
-			<ConfigActions panel={panel} panelId={panelId} />
 		</div>
 	);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/ConfigPane/__tests__/ConfigPane.test.tsx

@@ -1,20 +1,9 @@
 import { fireEvent, render, screen } from '@testing-library/react';
-import type {
-	DashboardtypesPanelDTO,
-	DashboardtypesPanelSpecDTO,
-} from 'api/generated/services/sigNoz.schemas';
+import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
 import { EQueryType } from 'types/common/dashboard';
 
 import ConfigPane from '../ConfigPane';
 
-// The Actions group's hook navigates/logs; stub it so ConfigPane renders without a router.
-jest.mock(
-	'pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/useCreateAlertFromPanel',
-	() => ({
-		useCreateAlertFromPanel: (): jest.Mock => jest.fn(),
-	}),
-);
-
 function spec(unit?: string): DashboardtypesPanelSpecDTO {
 	return {
 		display: { name: 'CPU', description: 'usage' },
@@ -30,14 +19,13 @@ function renderConfigPane(
 	overrides: Partial<React.ComponentProps<typeof ConfigPane>> = {},
 ): React.ComponentProps<typeof ConfigPane> {
 	const props: React.ComponentProps<typeof ConfigPane> = {
+		panelKind: 'signoz/TimeSeriesPanel',
 		spec: spec(),
 		onChangeSpec: jest.fn(),
 		onChangePanelKind: jest.fn(),
 		queryType: EQueryType.QUERY_BUILDER,
 		legendSeries: [],
 		tableColumns: [],
-		panel: { kind: 'Panel', spec: spec() } as DashboardtypesPanelDTO,
-		panelId: 'panel-1',
 		...overrides,
 	};
 	render(<ConfigPane {...props} />);
@@ -75,28 +63,4 @@ describe('ConfigPane', () => {
 			screen.getByTestId('config-section-formatting-&-units'),
 		).toBeInTheDocument();
 	});
-
-	it('renders the Actions group for a create-alert-capable panel', () => {
-		// renderConfigPane defaults to a TimeSeries panel, which can seed an alert.
-		renderConfigPane();
-
-		expect(screen.getByText('Actions')).toBeInTheDocument();
-		expect(
-			screen.getByTestId('panel-editor-v2-create-alert'),
-		).toBeInTheDocument();
-	});
-
-	it('omits the create-alert action for a kind that cannot seed an alert', () => {
-		// Table panels can't seed alerts → the Actions group hides its row. Only the
-		// panel passed to ConfigActions needs the kind; sections are asserted elsewhere.
-		const panel = {
-			kind: 'Panel',
-			spec: { ...spec(), plugin: { kind: 'signoz/TablePanel', spec: {} } },
-		} as DashboardtypesPanelDTO;
-		renderConfigPane({ panel });
-
-		expect(
-			screen.queryByTestId('panel-editor-v2-create-alert'),
-		).not.toBeInTheDocument();
-	});
 });

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/PreviewPane/PreviewPane.tsx

@@ -71,8 +71,10 @@ function PreviewPane({
 			<div className={styles.container}>
 				<div className={styles.surface}>
 					<PanelHeader
+						name={panel.spec.display.name}
+						description={panel.spec.display.description}
 						panelId={panelId}
-						panel={panel}
+						panelKind={panel.spec.plugin.kind}
 						isFetching={isFetching}
 						error={error}
 						warning={data.response?.data?.warning}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/index.tsx

@@ -242,8 +242,7 @@ function PanelEditorContainer({
 					className={styles.right}
 				>
 					<ConfigPane
-						panel={draft}
-						panelId={panelId}
+						panelKind={draft.spec.plugin.kind}
 						spec={spec}
 						onChangeSpec={setSpec}
 						onChangePanelKind={onChangePanelKind}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/Panel.tsx

@@ -41,6 +41,10 @@ function Panel({
 	isVisible,
 	panelActions,
 }: PanelProps): JSX.Element {
+	const name = panel.spec.display.name;
+	const description = panel.spec.display?.description;
+	const fullKind = panel.spec.plugin.kind;
+
 	// A per-panel time preference is surfaced as a header pill. `visualization` is
 	// common to every plugin-spec variant — localized cast reads it without
 	// narrowing on kind.
@@ -51,8 +55,7 @@ function Panel({
 	)?.visualization?.timePreference;
 	const timeLabel = panelTimePreferenceLabel(timePreference);
 
-	const panelKind = panel.spec.plugin.kind;
-	const panelDefinition = getPanelDefinition(panelKind);
+	const panelDefinition = getPanelDefinition(fullKind);
 
 	// Header search: only kinds that declare it render the box. The term is owned
 	// here and threaded to both the header (input) and renderer (filter).
@@ -74,8 +77,10 @@ function Panel({
 			data-panel-visible={isVisible ? 'true' : 'false'}
 		>
 			<PanelHeader
+				name={name}
+				description={description}
 				panelId={panelId}
-				panel={panel}
+				panelKind={fullKind}
 				isFetching={isFetching}
 				error={error}
 				warning={data.response?.data?.warning}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelActionsMenu/PanelActionsMenu.tsx

@@ -1,17 +1,17 @@
 import { EllipsisVertical } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 import { DropdownMenuSimple } from '@signozhq/ui/dropdown-menu';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
 
 import ConfirmDeleteDialog from '../../../components/ConfirmDeleteDialog/ConfirmDeleteDialog';
 import type { PanelActionsConfig } from '../Panel';
 import { usePanelActionItems } from './usePanelActionItems';
 import styles from './PanelActionsMenu.module.scss';
+import { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 
 interface PanelActionsMenuProps {
 	panelId: string;
-	/** The panel itself — its query seeds "Create Alerts". */
-	panel: DashboardtypesPanelDTO;
+	/** Full plugin kind (e.g. `signoz/TimeSeriesPanel`);*/
+	panelKind: PanelKind;
 	/** Layout context for move/delete — absent outside editable sectioned mode. */
 	panelActions?: PanelActionsConfig;
 }
@@ -23,12 +23,12 @@ interface PanelActionsMenuProps {
  */
 function PanelActionsMenu({
 	panelId,
-	panel,
+	panelKind,
 	panelActions,
 }: PanelActionsMenuProps): JSX.Element | null {
 	const { items, deleteConfirm } = usePanelActionItems({
 		panelId,
-		panel,
+		panelKind,
 		panelActions,
 	});
 

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelActionsMenu/__tests__/usePanelActionItems.test.tsx

@@ -1,10 +1,10 @@
 import { act, renderHook } from '@testing-library/react';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
 import type { ROLES } from 'types/roles';
 
 import type { DashboardSection } from '../../../../utils';
 import { useDashboardStore } from '../../../../store/useDashboardStore';
 import { usePanelActionItems } from '../usePanelActionItems';
+import { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 
 const mockOpenEditor = jest.fn();
 jest.mock(
@@ -29,11 +29,6 @@ jest.mock('../../hooks/useClonePanel', () => ({
 	useClonePanel: (): jest.Mock => mockClonePanel,
 }));
 
-const mockCreateAlert = jest.fn();
-jest.mock('../../hooks/useCreateAlertFromPanel', () => ({
-	useCreateAlertFromPanel: (): jest.Mock => mockCreateAlert,
-}));
-
 // Role is the only thing read off the app context; useComponentPermission runs
 // for real so the tests exercise the actual role → permission mapping.
 let mockRole: ROLES = 'ADMIN';
@@ -60,20 +55,9 @@ const TWO_TITLED_SECTIONS = [section(0, 'Overview'), section(1, 'Latency')];
 // Index 0 is the untitled root (free-flow) section; index 1 is a titled section.
 const TITLED_WITH_ROOT = [section(0, undefined), section(1, 'Latency')];
 
-// Minimal panel — only its presence gates "Create Alerts"; the query→URL
-// translation it drives is covered by buildCreateAlertUrl's own tests.
-const mockPanel = {
-	kind: 'Panel',
-	spec: {
-		display: { name: 'CPU' },
-		plugin: { kind: 'signoz/TimeSeriesPanel', spec: {} },
-		queries: [],
-	},
-} as unknown as DashboardtypesPanelDTO;
-
 const baseArgs = {
 	panelId: 'panel-1',
-	panel: mockPanel,
+	panelKind: 'signoz/TimeSeriesPanel' as PanelKind,
 	panelActions: { currentLayoutIndex: 0, sections: TWO_TITLED_SECTIONS },
 };
 
@@ -131,18 +115,29 @@ describe('usePanelActionItems', () => {
 		]);
 	});
 
-	it('read-only dashboard keeps View and Create Alerts (V1 parity: both survive a lock)', () => {
+	it('unknown panel kind hides all kind-gated actions (incl. clone), keeping only move/delete', () => {
+		const { result } = renderHook(() =>
+			// A kind with no registered definition — exercises the "unsupported kind"
+			// branch. Clone is kind-gated (needs the kind to declare actions.clone),
+			// so it drops too; only the kind-agnostic layout actions remain.
+			usePanelActionItems({
+				...baseArgs,
+				panelKind: 'signoz/UnsupportedPanel' as PanelKind,
+			}),
+		);
+		expect(itemKeys(result.current)).toStrictEqual([
+			'move',
+			'divider',
+			'delete-panel',
+		]);
+	});
+
+	it('read-only dashboard keeps only View (V1 parity)', () => {
 		useDashboardStore.setState({ isEditable: false });
 		const { result } = renderHook(() =>
 			usePanelActionItems({ ...baseArgs, panelActions: undefined }),
 		);
-		// Create Alerts opens a new tab and never mutates the dashboard, so it
-		// isn't gated on edit access — matching V1's locked-dashboard menu.
-		expect(itemKeys(result.current)).toStrictEqual([
-			'view-panel',
-			'divider',
-			'create-alert',
-		]);
+		expect(itemKeys(result.current)).toStrictEqual(['view-panel']);
 	});
 
 	it('move is disabled when there is no other titled section to move to', () => {
@@ -264,26 +259,18 @@ describe('usePanelActionItems', () => {
 		});
 	});
 
-	it('not-yet-implemented actions (view) fire the placeholder alert with the feature name', () => {
+	it('not-yet-implemented actions (view/create-alert) fire the placeholder alert with the feature name', () => {
 		const alertSpy = jest.spyOn(window, 'alert').mockImplementation(() => {});
 		const { result } = renderHook(() => usePanelActionItems(baseArgs));
 
-		const view = result.current.items.find(
-			(i) => 'key' in i && i.key === 'view-panel',
-		);
-		(view as { onClick: () => void }).onClick();
+		['view-panel', 'create-alert'].forEach((key) => {
+			const item = result.current.items.find((i) => 'key' in i && i.key === key);
+			(item as { onClick: () => void }).onClick();
+		});
 
-		expect(alertSpy).toHaveBeenCalledTimes(1);
+		expect(alertSpy).toHaveBeenCalledTimes(2);
 		expect(alertSpy).toHaveBeenCalledWith('View option clicked');
+		expect(alertSpy).toHaveBeenCalledWith('Create Alerts option clicked');
 		alertSpy.mockRestore();
 	});
-
-	it('create-alert seeds an alert from this panel', () => {
-		const { result } = renderHook(() => usePanelActionItems(baseArgs));
-		const createAlert = result.current.items.find(
-			(i) => 'key' in i && i.key === 'create-alert',
-		);
-		(createAlert as { onClick: () => void }).onClick();
-		expect(mockCreateAlert).toHaveBeenCalledWith(mockPanel, 'panel-1');
-	});
 });

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelActionsMenu/usePanelActionItems.tsx

@@ -10,7 +10,6 @@ import {
 	Trash2,
 } from '@signozhq/icons';
 import type { MenuItem } from '@signozhq/ui/dropdown-menu';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
 import useComponentPermission from 'hooks/useComponentPermission';
 import {
 	type ConfirmableAction,
@@ -24,13 +23,13 @@ import { useAppContext } from 'providers/App/App';
 import type { DashboardSection } from '../../../utils';
 import type { PanelActionsConfig } from '../Panel';
 import { useClonePanel } from '../hooks/useClonePanel';
-import { useCreateAlertFromPanel } from '../hooks/useCreateAlertFromPanel';
 import { useDeletePanel } from '../hooks/useDeletePanel';
 import {
 	type MovePanelArgs,
 	useMovePanelToSection,
 } from '../hooks/useMovePanelToSection';
 import { PANEL_ACTION_META } from './panelActionMeta';
+import { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 
 // Stable fallback so renders without layout context don't churn the mutation
 // hooks' deps (a fresh [] each render would re-create their callbacks).
@@ -104,8 +103,8 @@ function buildMoveItems({
 
 interface UsePanelActionItemsArgs {
 	panelId: string;
-	/** The panel itself — its query seeds the "Create Alerts" action. */
-	panel: DashboardtypesPanelDTO;
+	/** Full plugin kind (e.g. `signoz/TimeSeriesPanel`); */
+	panelKind: PanelKind;
 	/** Layout context for move/delete — absent outside editable mode. */
 	panelActions?: PanelActionsConfig;
 }
@@ -129,10 +128,9 @@ export interface PanelActionItems {
  */
 export function usePanelActionItems({
 	panelId,
-	panel,
+	panelKind,
 	panelActions,
 }: UsePanelActionItemsArgs): PanelActionItems {
-	const panelKind = panel.spec.plugin.kind;
 	const { user } = useAppContext();
 	const [canEditWidget, canMove, canDelete] = useComponentPermission(
 		[
@@ -145,7 +143,6 @@ export function usePanelActionItems({
 	);
 	const isEditable = useDashboardStore((s) => s.isEditable);
 	const openPanelEditor = useOpenPanelEditor();
-	const createAlert = useCreateAlertFromPanel();
 
 	// Mutations are store-backed (dashboardId/refetch) — the layout tree only
 	// supplies data (`sections`), so no callbacks are threaded through it.
@@ -154,7 +151,7 @@ export function usePanelActionItems({
 	const deletePanel = useDeletePanel({ sections });
 	const clonePanel = useClonePanel({ sections });
 
-	const panelCapabilities = getPanelDefinition(panelKind).actions;
+	const kindActions = getPanelDefinition(panelKind)?.actions;
 
 	// Delete runs on confirm, not on click — the menu item opens a prompt.
 	const deleteConfirm = useConfirmableAction(
@@ -173,7 +170,7 @@ export function usePanelActionItems({
 
 	const items = useMemo<MenuItem[]>(() => {
 		const panelGroup: MenuItem[] = [];
-		if (panelCapabilities.view) {
+		if (kindActions?.view) {
 			panelGroup.push({
 				key: 'view-panel',
 				label: 'View',
@@ -181,7 +178,7 @@ export function usePanelActionItems({
 				onClick: (): void => notImplementedYet('View'),
 			});
 		}
-		if (isEditable && canEditWidget && panelCapabilities.edit) {
+		if (isEditable && canEditWidget && kindActions?.edit) {
 			panelGroup.push({
 				key: 'edit-panel',
 				label: 'Edit panel',
@@ -191,7 +188,7 @@ export function usePanelActionItems({
 		}
 		// Clone needs the section context (source spec + dimensions) to place the
 		// copy, so — unlike Edit — it requires panelActions.
-		if (isEditable && canEditWidget && panelActions && panelCapabilities.clone) {
+		if (isEditable && canEditWidget && panelActions && kindActions?.clone) {
 			panelGroup.push({
 				key: 'clone-panel',
 				label: 'Clone',
@@ -205,7 +202,7 @@ export function usePanelActionItems({
 		}
 
 		const dataGroup: MenuItem[] = [];
-		if (panelCapabilities.download) {
+		if (kindActions?.download) {
 			dataGroup.push({
 				key: 'download-panel',
 				label: 'Download as CSV',
@@ -213,15 +210,12 @@ export function usePanelActionItems({
 				onClick: (): void => notImplementedYet('Download'),
 			});
 		}
-		// Seeding an alert opens a new tab and never mutates the dashboard, so —
-		// unlike edit/clone — it isn't gated on `isEditable` (V1 parity: available
-		// on locked dashboards too).
-		if (panelCapabilities.createAlert) {
+		if (isEditable && kindActions?.createAlert) {
 			dataGroup.push({
 				key: 'create-alert',
 				label: 'Create Alerts',
 				icon: <Bell size={14} />,
-				onClick: (): void => createAlert(panel, panelId),
+				onClick: (): void => notImplementedYet('Create Alerts'),
 			});
 		}
 
@@ -258,13 +252,11 @@ export function usePanelActionItems({
 		canEditWidget,
 		canMove,
 		canDelete,
-		panelCapabilities,
-		panel,
+		kindActions,
 		panelActions,
 		sections,
 		panelId,
 		openPanelEditor,
-		createAlert,
 		movePanel,
 		clonePanel,
 		requestDelete,

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/PanelHeader/PanelHeader.tsx

@@ -1,10 +1,7 @@
 import { useMemo } from 'react';
 import { Info, Loader } from '@signozhq/icons';
 import { Typography } from '@signozhq/ui/typography';
-import type {
-	DashboardtypesPanelDTO,
-	Querybuildertypesv5QueryWarnDataDTO as WarningDTO,
-} from 'api/generated/services/sigNoz.schemas';
+import type { Querybuildertypesv5QueryWarnDataDTO as WarningDTO } from 'api/generated/services/sigNoz.schemas';
 import cx from 'classnames';
 import type { PanelTimePreferenceLabel } from 'pages/DashboardPageV2/DashboardContainer/hooks/resolvePanelTimeWindow';
 
@@ -17,12 +14,15 @@ import {
 	panelStatusFromWarning,
 } from '../PanelStatus/utils';
 import styles from './PanelHeader.module.scss';
+import { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 import { TooltipSimple } from '@signozhq/ui/tooltip';
 
 interface PanelHeaderProps {
+	name: string;
+	description?: string;
 	panelId: string;
-	/** The panel itself — its query seeds the menu's "Create Alerts" action. */
-	panel: DashboardtypesPanelDTO;
+	/** Full plugin kind — drives kind-gated menu actions. */
+	panelKind: PanelKind;
 	/** Background refresh in flight — shows a spinner without blinking the chart. */
 	isFetching: boolean;
 	/** Latest query error — surfaced as a header error indicator. */
@@ -49,8 +49,10 @@ interface PanelHeaderProps {
 
 /** Panel chrome: drag handle, title, refetch + status indicators, actions. */
 function PanelHeader({
+	name,
+	description,
 	panelId,
-	panel,
+	panelKind,
 	isFetching,
 	error,
 	warning,
@@ -61,8 +63,6 @@ function PanelHeader({
 	onSearchChange,
 	hideActions,
 }: PanelHeaderProps): JSX.Element {
-	const name = panel.spec.display.name;
-	const description = panel.spec.display.description;
 	const errorDetail = useMemo(() => panelStatusFromError(error), [error]);
 
 	const warningDetail = useMemo(
@@ -116,7 +116,7 @@ function PanelHeader({
 				{!hideActions && (
 					<PanelActionsMenu
 						panelId={panelId}
-						panel={panel}
+						panelKind={panelKind}
 						panelActions={panelActions}
 					/>
 				)}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/PanelHeader.test.tsx

@@ -1,11 +1,11 @@
 import { TooltipProvider } from '@signozhq/ui/tooltip';
 import { render, screen } from '@testing-library/react';
 import userEvent from '@testing-library/user-event';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
 import type { ReactElement } from 'react';
 import type { Warning } from 'types/api';
 
 import PanelHeader from '../PanelHeader/PanelHeader';
+import { PanelKind } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
 
 // Status indicators use a radix tooltip, which needs a TooltipProvider ancestor
 // (supplied globally by AppLayout at runtime).
@@ -22,26 +22,9 @@ jest.mock(
 		},
 );
 
-// The header reads its name/description/kind off the panel itself.
-function makePanel(overrides?: {
-	name?: string;
-	description?: string;
-}): DashboardtypesPanelDTO {
-	return {
-		kind: 'Panel',
-		spec: {
-			display: {
-				name: overrides?.name ?? 'My panel',
-				description: overrides?.description,
-			},
-			plugin: { kind: 'signoz/TimeSeriesPanel', spec: {} },
-			queries: [],
-		},
-	} as unknown as DashboardtypesPanelDTO;
-}
-
 const baseProps = {
-	panel: makePanel(),
+	name: 'My panel',
+	panelKind: 'signoz/TimeSeriesPanel' as PanelKind,
 	panelId: 'panel-1',
 	isFetching: false,
 };
@@ -61,10 +44,7 @@ describe('PanelHeader title and description', () => {
 
 	it('shows the description info icon when a description is provided', () => {
 		renderWithProvider(
-			<PanelHeader
-				{...baseProps}
-				panel={makePanel({ description: 'What this panel measures' })}
-			/>,
+			<PanelHeader {...baseProps} description="What this panel measures" />,
 		);
 		expect(screen.getByTestId('panel-header-info-icon')).toBeInTheDocument();
 	});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/__tests__/useCreateAlertFromPanel.test.ts

@@ -1,69 +0,0 @@
-import { renderHook } from '@testing-library/react';
-import logEvent from 'api/common/logEvent';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { useDashboardStore } from 'pages/DashboardPageV2/DashboardContainer/store/useDashboardStore';
-
-import { useCreateAlertFromPanel } from '../useCreateAlertFromPanel';
-
-jest.mock('api/common/logEvent', () => ({
-	__esModule: true,
-	default: jest.fn(),
-}));
-
-const mockSafeNavigate = jest.fn();
-jest.mock('hooks/useSafeNavigate', () => ({
-	useSafeNavigate: (): { safeNavigate: jest.Mock } => ({
-		safeNavigate: mockSafeNavigate,
-	}),
-}));
-
-// The V5→V1 query→URL translation is covered by buildCreateAlertUrl's own tests;
-// stub it so this asserts only the hook's side effects (analytics + navigation).
-jest.mock('../../utils/buildCreateAlertUrl', () => ({
-	buildCreateAlertUrl: (): string => '/alerts/new?composite=1',
-}));
-
-const mockLogEvent = logEvent as jest.Mock;
-
-const panel = {
-	kind: 'Panel',
-	spec: {
-		display: { name: 'CPU' },
-		plugin: { kind: 'signoz/TimeSeriesPanel', spec: {} },
-		queries: [],
-	},
-} as unknown as DashboardtypesPanelDTO;
-
-describe('useCreateAlertFromPanel', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-		useDashboardStore.setState({ dashboardId: 'dash-1' });
-	});
-
-	it('opens the seeded alert builder in a new tab', () => {
-		const { result } = renderHook(() => useCreateAlertFromPanel());
-
-		result.current(panel, 'panel-1');
-
-		expect(mockSafeNavigate).toHaveBeenCalledWith('/alerts/new?composite=1', {
-			newTab: true,
-		});
-	});
-
-	it('logs the create-alert action with panel and dashboard context (V1 parity)', () => {
-		const { result } = renderHook(() => useCreateAlertFromPanel());
-
-		result.current(panel, 'panel-1');
-
-		expect(mockLogEvent).toHaveBeenCalledWith(
-			'Dashboard Detail: Panel action',
-			expect.objectContaining({
-				action: 'createAlerts',
-				panelType: PANEL_TYPES.TIME_SERIES,
-				dashboardId: 'dash-1',
-				widgetId: 'panel-1',
-			}),
-		);
-	});
-});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/hooks/useCreateAlertFromPanel.ts

@@ -1,37 +0,0 @@
-import { useCallback } from 'react';
-import logEvent from 'api/common/logEvent';
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
-import { useSafeNavigate } from 'hooks/useSafeNavigate';
-import { PANEL_KIND_TO_PANEL_TYPE } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
-import { getPanelQueryType } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/getPanelQueryType';
-import { useDashboardStore } from 'pages/DashboardPageV2/DashboardContainer/store/useDashboardStore';
-
-import { buildCreateAlertUrl } from '../utils/buildCreateAlertUrl';
-
-/**
- * Returns a callback that opens the alert builder in a new tab, seeded from a
- * panel's query, and logs the action — mirroring V1's `useCreateAlerts`
- * ('dashboardView' caller). The panel is supplied at call time so the callback
- * stays stable across panels (and the dashboard's react-query refetches).
- */
-export function useCreateAlertFromPanel(): (
-	panel: DashboardtypesPanelDTO,
-	panelId: string,
-) => void {
-	const { safeNavigate } = useSafeNavigate();
-	const dashboardId = useDashboardStore((s) => s.dashboardId);
-
-	return useCallback(
-		(panel: DashboardtypesPanelDTO, panelId: string): void => {
-			void logEvent('Dashboard Detail: Panel action', {
-				action: 'createAlerts',
-				panelType: PANEL_KIND_TO_PANEL_TYPE[panel.spec.plugin.kind],
-				dashboardId,
-				widgetId: panelId,
-				queryType: getPanelQueryType(panel),
-			});
-			safeNavigate(buildCreateAlertUrl(panel), { newTab: true });
-		},
-		[dashboardId, safeNavigate],
-	);
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/utils/__tests__/buildCreateAlertUrl.test.ts

@@ -1,103 +0,0 @@
-import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { QueryParams } from 'constants/query';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import ROUTES from 'constants/routes';
-import { fromPerses } from 'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters';
-import type { Query } from 'types/api/queryBuilder/queryBuilderData';
-import { EQueryType } from 'types/common/dashboard';
-
-import { buildCreateAlertUrl } from '../buildCreateAlertUrl';
-
-// The V5→V1 translation has its own coverage; stub it so this asserts only the
-// URL assembly (params, encoding, unit) buildCreateAlertUrl owns.
-jest.mock(
-	'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters',
-	() => ({
-		fromPerses: jest.fn(),
-	}),
-);
-
-const mockFromPerses = fromPerses as jest.Mock;
-
-const translatedQuery: Query = {
-	queryType: EQueryType.QUERY_BUILDER,
-	promql: [],
-	clickhouse_sql: [],
-	builder: { queryData: [], queryFormulas: [], queryTraceOperator: [] },
-	id: 'q1',
-};
-
-function makePanel(
-	overrides?: Partial<{ unit: string; queries: unknown[] }>,
-): DashboardtypesPanelDTO {
-	return {
-		kind: 'Panel',
-		spec: {
-			display: { name: 'CPU' },
-			plugin: {
-				kind: 'signoz/TimeSeriesPanel',
-				spec: overrides?.unit ? { formatting: { unit: overrides.unit } } : {},
-			},
-			queries: overrides?.queries ?? [{ some: 'query' }],
-		},
-	} as unknown as DashboardtypesPanelDTO;
-}
-
-describe('buildCreateAlertUrl', () => {
-	beforeEach(() => {
-		mockFromPerses.mockReset();
-		mockFromPerses.mockReturnValue({ ...translatedQuery });
-	});
-
-	function parse(url: string): URLSearchParams {
-		expect(url.startsWith(`${ROUTES.ALERTS_NEW}?`)).toBe(true);
-		return new URLSearchParams(url.slice(url.indexOf('?') + 1));
-	}
-
-	it('translates the panel queries with the mapped panel type', () => {
-		const panel = makePanel();
-		buildCreateAlertUrl(panel);
-
-		expect(mockFromPerses).toHaveBeenCalledWith(
-			panel.spec.queries,
-			PANEL_TYPES.TIME_SERIES,
-		);
-	});
-
-	it('tags the URL with panel type, v5 version, and the dashboards source', () => {
-		const params = parse(buildCreateAlertUrl(makePanel()));
-
-		expect(params.get(QueryParams.panelTypes)).toBe(PANEL_TYPES.TIME_SERIES);
-		expect(params.get(QueryParams.version)).toBe(ENTITY_VERSION_V5);
-		expect(params.get(QueryParams.source)).toBe('dashboards');
-	});
-
-	it('encodes the translated query as the compositeQuery param', () => {
-		const params = parse(buildCreateAlertUrl(makePanel()));
-
-		const raw = params.get(QueryParams.compositeQuery);
-		expect(raw).toBeTruthy();
-		const decoded = JSON.parse(decodeURIComponent(raw as string));
-		expect(decoded.queryType).toBe(EQueryType.QUERY_BUILDER);
-		expect(decoded.id).toBe('q1');
-	});
-
-	it('carries the panel formatting unit onto the alert query when set', () => {
-		const params = parse(buildCreateAlertUrl(makePanel({ unit: 'bytes' })));
-
-		const decoded = JSON.parse(
-			decodeURIComponent(params.get(QueryParams.compositeQuery) as string),
-		);
-		expect(decoded.unit).toBe('bytes');
-	});
-
-	it('leaves the query unit unset when the panel has no formatting unit', () => {
-		const params = parse(buildCreateAlertUrl(makePanel()));
-
-		const decoded = JSON.parse(
-			decodeURIComponent(params.get(QueryParams.compositeQuery) as string),
-		);
-		expect(decoded.unit).toBeUndefined();
-	});
-});

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/utils/buildCreateAlertUrl.ts

@@ -1,54 +0,0 @@
-import type {
-	DashboardtypesPanelDTO,
-	DashboardtypesPanelPluginDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { YAxisSource } from 'components/YAxisUnitSelector/types';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { QueryParams } from 'constants/query';
-import ROUTES from 'constants/routes';
-import { PANEL_KIND_TO_PANEL_TYPE } from 'pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind';
-import { fromPerses } from 'pages/DashboardPageV2/DashboardContainer/queryV5/persesQueryAdapters';
-
-function readPanelUnit(
-	plugin: DashboardtypesPanelPluginDTO,
-): string | undefined {
-	switch (plugin.kind) {
-		case 'signoz/TimeSeriesPanel':
-		case 'signoz/BarChartPanel':
-		case 'signoz/NumberPanel':
-		case 'signoz/PieChartPanel':
-			return plugin.spec.formatting?.unit;
-		default:
-			return undefined;
-	}
-}
-
-/**
- * Builds the `/alerts/new` URL that seeds the alert builder from a panel's query,
- * mirroring V1's `useCreateAlerts`: the panel's V5 queries are translated to the
- * V1 `Query` the alert page reads from `compositeQuery`, tagged with the panel
- * type, entity version, and a `dashboards` source.
- *
- * Unlike V1 there is no `/substitute_vars` round-trip — V2 has no query-variable
- * plumbing yet, so any dashboard-variable references travel through verbatim.
- */
-export function buildCreateAlertUrl(panel: DashboardtypesPanelDTO): string {
-	const panelType = PANEL_KIND_TO_PANEL_TYPE[panel.spec.plugin.kind];
-	const query = fromPerses(panel.spec.queries, panelType);
-
-	const unit = readPanelUnit(panel.spec.plugin);
-	if (unit) {
-		query.unit = unit;
-	}
-
-	const params = new URLSearchParams();
-	params.set(
-		QueryParams.compositeQuery,
-		encodeURIComponent(JSON.stringify(query)),
-	);
-	params.set(QueryParams.panelTypes, panelType);
-	params.set(QueryParams.version, ENTITY_VERSION_V5);
-	params.set(QueryParams.source, YAxisSource.DASHBOARDS);
-
-	return `${ROUTES.ALERTS_NEW}?${params.toString()}`;
-}

frontend/tsconfig.json

@@ -23,9 +23,10 @@
 		"resolveJsonModule": true,
 		"isolatedModules": true,
 		"noEmit": true,
-		"incremental": true,
-		"tsBuildInfoFile": "./node_modules/.cache/ts/tsconfig.tsbuildinfo",
 		"paths": {
+			"*": [
+				"./src/*"
+			],
 			"@constants/*": [
 				"./src/container/OnboardingContainer/constants/*"
 			],
@@ -34,32 +35,7 @@
 			],
 			"test-mocks/*": [
 				"./__mocks__/*"
-			],
-			"api": ["./src/api"],
-			"AppRoutes": ["./src/AppRoutes"],
-			"ReactI18": ["./src/ReactI18"],
-			"store": ["./src/store"],
-			"styles.scss": ["./src/styles.scss"],
-			"api/*": ["./src/api/*"],
-			"AppRoutes/*": ["./src/AppRoutes/*"],
-			"assets/*": ["./src/assets/*"],
-			"components/*": ["./src/components/*"],
-			"constants/*": ["./src/constants/*"],
-			"container/*": ["./src/container/*"],
-			"hooks/*": ["./src/hooks/*"],
-			"lib/*": ["./src/lib/*"],
-			"mocks-server/*": ["./src/mocks-server/*"],
-			"modules/*": ["./src/modules/*"],
-			"pages/*": ["./src/pages/*"],
-			"parser/*": ["./src/parser/*"],
-			"periscope/*": ["./src/periscope/*"],
-			"providers/*": ["./src/providers/*"],
-			"schemas/*": ["./src/schemas/*"],
-			"store/*": ["./src/store/*"],
-			"__tests__/*": ["./src/__tests__/*"],
-			"tests/*": ["./src/tests/*"],
-			"types/*": ["./src/types/*"],
-			"utils/*": ["./src/utils/*"]
+			]
 		},
 		"plugins": [
 			{
@@ -76,11 +52,18 @@
 	],
 	"include": [
 		"./src",
-		"./__mocks__",
-		"./babel.config.cjs",
+		"./src/**/*.ts",
+		"src/**/*.tsx",
+		"src/**/*.d.ts",
+		"babel.config.cjs",
 		"./jest.config.ts",
-		"./jest.setup.ts",
+		"./__mocks__",
+		"./conf/default.conf",
+		"./public",
+		"./commitlint.config.ts",
 		"./vite.config.ts",
-		"./commitlint.config.ts"
+		"./jest.setup.ts",
+		"./tests/**.ts",
+		"./**/*.d.ts"
 	]
 }

pkg/apiserver/signozapiserver/role.go

@@ -145,5 +145,86 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/roles/{id}/relations/{relation}/objects", handler.New(
+		provider.authzMiddleware.CheckResources(provider.authzHandler.GetObjects, authtypes.SigNozAdminRoleName),
+		handler.OpenAPIDef{
+			ID:                  "GetObjects",
+			Tags:                []string{"role"},
+			Summary:             "Get objects for a role by relation",
+			Description:         "Gets all objects connected to the specified role via a given relation type",
+			Request:             nil,
+			RequestContentType:  "",
+			Response:            make([]*coretypes.ObjectGroup, 0),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
+			Deprecated:          false,
+			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbRead)}),
+		},
+		handler.WithResourceDefs(handler.BasicResourceDef{
+			Resource: coretypes.ResourceRole,
+			Verb:     coretypes.VerbRead,
+			Category: coretypes.ActionCategoryAccessControl,
+			ID:       coretypes.PathParam("id"),
+			Selector: provider.roleSelector,
+		}),
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v1/roles/{id}", handler.New(
+		provider.authzMiddleware.CheckResources(provider.authzHandler.Patch, authtypes.SigNozAdminRoleName),
+		handler.OpenAPIDef{
+			ID:                  "PatchRole",
+			Tags:                []string{"role"},
+			Summary:             "Patch role",
+			Description:         "This endpoint patches a role",
+			Request:             new(authtypes.PatchableRole),
+			RequestContentType:  "",
+			Response:            nil,
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusNoContent,
+			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
+			Deprecated:          true,
+			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbUpdate)}),
+		},
+		handler.WithResourceDefs(handler.BasicResourceDef{
+			Resource: coretypes.ResourceRole,
+			Verb:     coretypes.VerbUpdate,
+			Category: coretypes.ActionCategoryAccessControl,
+			ID:       coretypes.PathParam("id"),
+			Selector: provider.roleSelector,
+		}),
+	)).Methods(http.MethodPatch).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v1/roles/{id}/relations/{relation}/objects", handler.New(
+		provider.authzMiddleware.CheckResources(provider.authzHandler.PatchObjects, authtypes.SigNozAdminRoleName),
+		handler.OpenAPIDef{
+			ID:                  "PatchObjects",
+			Tags:                []string{"role"},
+			Summary:             "Patch objects for a role by relation",
+			Description:         "Patches the objects connected to the specified role via a given relation type",
+			Request:             new(coretypes.PatchableObjects),
+			RequestContentType:  "",
+			Response:            nil,
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusNoContent,
+			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusBadRequest, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
+			Deprecated:          true,
+			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbUpdate)}),
+		},
+		handler.WithResourceDefs(handler.BasicResourceDef{
+			Resource: coretypes.ResourceRole,
+			Verb:     coretypes.VerbUpdate,
+			Category: coretypes.ActionCategoryAccessControl,
+			ID:       coretypes.PathParam("id"),
+			Selector: provider.roleSelector,
+		}),
+	)).Methods(http.MethodPatch).GetError(); err != nil {
+		return err
+	}
+
 	return nil
 }

pkg/authz/authz.go

@@ -39,6 +39,15 @@ type AuthZ interface {
 	// Gets the role if it exists or creates one.
 	GetOrCreate(context.Context, valuer.UUID, *authtypes.Role) (*authtypes.Role, error)
 
+	// Gets the objects associated with the given role and relation.
+	GetObjects(context.Context, valuer.UUID, valuer.UUID, authtypes.Relation) ([]*coretypes.Object, error)
+
+	// Patches the role.
+	Patch(context.Context, valuer.UUID, *authtypes.Role) error
+
+	// Patches the objects in authorization server associated with the given role and relation
+	PatchObjects(context.Context, valuer.UUID, string, authtypes.Relation, []*coretypes.Object, []*coretypes.Object) error
+
 	// Updates the role's metadata and reconciles its transaction groups.
 	Update(context.Context, valuer.UUID, *authtypes.RoleWithTransactionGroups) error
 
@@ -93,8 +102,14 @@ type Handler interface {
 
 	Get(http.ResponseWriter, *http.Request)
 
+	GetObjects(http.ResponseWriter, *http.Request)
+
 	List(http.ResponseWriter, *http.Request)
 
+	Patch(http.ResponseWriter, *http.Request)
+
+	PatchObjects(http.ResponseWriter, *http.Request)
+
 	Update(http.ResponseWriter, *http.Request)
 
 	Check(http.ResponseWriter, *http.Request)

pkg/authz/openfgaauthz/provider.go

@@ -189,10 +189,22 @@ func (provider *provider) GetOrCreate(_ context.Context, _ valuer.UUID, _ *autht
 	return nil, errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }
 
+func (provider *provider) GetObjects(ctx context.Context, orgID valuer.UUID, id valuer.UUID, relation authtypes.Relation) ([]*coretypes.Object, error) {
+	return nil, errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
+}
+
 func (provider *provider) Update(_ context.Context, _ valuer.UUID, _ *authtypes.RoleWithTransactionGroups) error {
 	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }
 
+func (provider *provider) Patch(_ context.Context, _ valuer.UUID, _ *authtypes.Role) error {
+	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
+}
+
+func (provider *provider) PatchObjects(_ context.Context, _ valuer.UUID, _ string, _ authtypes.Relation, _, _ []*coretypes.Object) error {
+	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
+}
+
 func (provider *provider) Delete(_ context.Context, _ valuer.UUID, _ valuer.UUID) error {
 	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }

pkg/authz/signozauthzapi/handler.go

@@ -74,6 +74,46 @@ func (handler *handler) Get(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusOK, roleWithTransactionGroups)
 }
 
+func (handler *handler) GetObjects(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, ok := mux.Vars(r)["id"]
+	if !ok {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "id is missing from the request"))
+		return
+	}
+	roleID, err := valuer.NewUUID(id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	relationStr, ok := mux.Vars(r)["relation"]
+	if !ok {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "relation is missing from the request"))
+		return
+	}
+
+	relation, err := coretypes.NewVerb(relationStr)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	objects, err := handler.authz.GetObjects(ctx, valuer.MustNewUUID(claims.OrgID), roleID, authtypes.Relation{Verb: relation})
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, coretypes.NewObjectGroupsFromObjects(objects))
+}
+
 func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	claims, err := authtypes.ClaimsFromContext(ctx)
@@ -91,6 +131,99 @@ func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusOK, roles)
 }
 
+func (handler *handler) Patch(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	req := new(authtypes.PatchableRole)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = role.PatchMetadata(req.Description)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = handler.authz.Patch(ctx, valuer.MustNewUUID(claims.OrgID), role)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusNoContent, nil)
+}
+
+func (handler *handler) PatchObjects(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	relation, err := coretypes.NewVerb(mux.Vars(r)["relation"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	if err := role.ErrIfManaged(); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	req := new(coretypes.PatchableObjects)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	additions, deletions, err := coretypes.NewPatchableObjects(req.Additions, req.Deletions, relation)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = handler.authz.PatchObjects(ctx, valuer.MustNewUUID(claims.OrgID), role.Name, authtypes.Relation{Verb: relation}, additions, deletions)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusNoContent, nil)
+}
+
 func (handler *handler) Update(rw http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	claims, err := authtypes.ClaimsFromContext(ctx)

pkg/modules/dashboard/dashboard.go

@@ -49,7 +49,7 @@ type Module interface {
 	// DeleteUnsafe deletes a dashboard bypassing the guards. Intended for internal system callers.
 	DeleteUnsafe(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error
 
-	GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error)
+	GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]map[string]string, error)
 
 	statsreporter.StatsCollector
 

pkg/modules/dashboard/impldashboard/module.go

@@ -11,7 +11,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/tag"
-	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/queryparser"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/coretypes"
@@ -169,13 +168,13 @@ func (module *module) DeleteUnsafe(ctx context.Context, orgID valuer.UUID, id va
 	return module.store.Delete(ctx, orgID, id)
 }
 
-func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error) {
+func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]map[string]string, error) {
 	dashboards, err := module.List(ctx, orgID)
 	if err != nil {
 		return nil, err
 	}
 
-	result := make(map[string][]dashboardtypes.DashboardPanelRef)
+	result := make(map[string][]map[string]string)
 
 	for _, dashboard := range dashboards {
 		dashData := dashboard.Data
@@ -199,27 +198,21 @@ func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, m
 				continue
 			}
 
-			// Track which metrics were found in this widget, along with the
-			// group-by and filter labels referenced for each metric. CH/PromQL
-			// paths are presence-only and leave the label sets empty.
+			// Track which metrics were found in this widget
 			foundMetrics := make(map[string]bool)
-			groupByByMetric := make(map[string][]string)
-			filterByByMetric := make(map[string][]string)
 
 			// Check all three query types
-			module.checkBuilderQueriesForMetricNames(query, metricNames, foundMetrics, groupByByMetric, filterByByMetric)
+			module.checkBuilderQueriesForMetricNames(query, metricNames, foundMetrics)
 			module.checkClickHouseQueriesForMetricNames(ctx, query, metricNames, foundMetrics)
 			module.checkPromQLQueriesForMetricNames(ctx, query, metricNames, foundMetrics)
 
 			// Add widget to results for all found metrics
 			for metricName := range foundMetrics {
-				result[metricName] = append(result[metricName], dashboardtypes.DashboardPanelRef{
-					DashboardID:   dashboard.ID,
-					DashboardName: dashTitle,
-					PanelID:       widgetID,
-					PanelName:     widgetTitle,
-					GroupBy:       groupByByMetric[metricName],
-					FilterBy:      filterByByMetric[metricName],
+				result[metricName] = append(result[metricName], map[string]string{
+					"dashboard_id":   dashboard.ID,
+					"widget_name":    widgetTitle,
+					"widget_id":      widgetID,
+					"dashboard_name": dashTitle,
 				})
 			}
 		}
@@ -267,10 +260,7 @@ func (module *module) DeletePublic(_ context.Context, _ valuer.UUID, _ valuer.UU
 }
 
 // checkBuilderQueriesForMetricNames checks builder.queryData[] for aggregations[].metricName.
-// For each queryData entry whose dataSource is "metrics" and that references a
-// target metric, it accumulates (deduped) the group-by and filter labels used
-// by that entry into groupByByMetric/filterByByMetric, keyed by metric name.
-func (module *module) checkBuilderQueriesForMetricNames(query map[string]interface{}, metricNames []string, foundMetrics map[string]bool, groupByByMetric, filterByByMetric map[string][]string) {
+func (module *module) checkBuilderQueriesForMetricNames(query map[string]interface{}, metricNames []string, foundMetrics map[string]bool) {
 	builder, ok := query["builder"].(map[string]interface{})
 	if !ok {
 		return
@@ -298,7 +288,6 @@ func (module *module) checkBuilderQueriesForMetricNames(query map[string]interfa
 			continue
 		}
 
-		entryMetrics := make([]string, 0, len(aggregations))
 		for _, agg := range aggregations {
 			aggMap, ok := agg.(map[string]interface{})
 			if !ok {
@@ -312,98 +301,9 @@ func (module *module) checkBuilderQueriesForMetricNames(query map[string]interfa
 
 			if slices.Contains(metricNames, metricName) {
 				foundMetrics[metricName] = true
-				entryMetrics = append(entryMetrics, metricName)
-			}
-		}
-
-		if len(entryMetrics) == 0 {
-			continue
-		}
-
-		groupBy := extractBuilderGroupByLabels(data)
-		filterBy := extractBuilderFilterLabels(data)
-		for _, metricName := range entryMetrics {
-			groupByByMetric[metricName] = appendDedup(groupByByMetric[metricName], groupBy...)
-			filterByByMetric[metricName] = appendDedup(filterByByMetric[metricName], filterBy...)
-		}
-	}
-}
-
-func extractBuilderGroupByLabels(data map[string]interface{}) []string {
-	gb, ok := data["groupBy"].([]interface{})
-	if !ok {
-		return nil
-	}
-
-	out := make([]string, 0, len(gb))
-	for _, g := range gb {
-		gm, ok := g.(map[string]interface{})
-		if !ok {
-			continue
-		}
-		if name, ok := gm["name"].(string); ok && name != "" {
-			out = append(out, name)
-			continue
-		}
-		// v3: groupBy[].key may be a plain string ...
-		if key, ok := gm["key"].(string); ok && key != "" {
-			out = append(out, key)
-			continue
-		}
-		// ... or a nested object {key: "<name>"}.
-		if km, ok := gm["key"].(map[string]interface{}); ok {
-			if key, ok := km["key"].(string); ok && key != "" {
-				out = append(out, key)
 			}
 		}
 	}
-	return out
-}
-
-func extractBuilderFilterLabels(data map[string]interface{}) []string {
-	out := []string{}
-
-	// v5: filter.expression
-	if f, ok := data["filter"].(map[string]interface{}); ok {
-		if expr, ok := f["expression"].(string); ok && expr != "" {
-			for _, sel := range querybuilder.QueryStringToKeysSelectors(expr) {
-				if sel != nil && sel.Name != "" {
-					out = append(out, sel.Name)
-				}
-			}
-		}
-	}
-
-	// v3: filters.items[].key.key
-	if f, ok := data["filters"].(map[string]interface{}); ok {
-		if items, ok := f["items"].([]interface{}); ok {
-			for _, it := range items {
-				im, ok := it.(map[string]interface{})
-				if !ok {
-					continue
-				}
-				km, ok := im["key"].(map[string]interface{})
-				if !ok {
-					continue
-				}
-				if key, ok := km["key"].(string); ok && key != "" {
-					out = append(out, key)
-				}
-			}
-		}
-	}
-
-	return out
-}
-
-func appendDedup(dst []string, values ...string) []string {
-	for _, v := range values {
-		if v == "" || slices.Contains(dst, v) {
-			continue
-		}
-		dst = append(dst, v)
-	}
-	return dst
 }
 
 // checkClickHouseQueriesForMetricNames checks clickhouse_sql[] array for metric names in query strings.

pkg/modules/fields/implfields/handler.go

@@ -7,9 +7,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/http/binding"
 	"github.com/SigNoz/signoz/pkg/http/render"
 	"github.com/SigNoz/signoz/pkg/modules/fields"
-	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 type handler struct {
@@ -56,13 +54,7 @@ func (handler *handler) GetFieldsValues(rw http.ResponseWriter, req *http.Reques
 
 	fieldValueSelector := telemetrytypes.NewFieldValueSelectorFromPostableFieldValueParams(params)
 
-	claims, err := authtypes.ClaimsFromContext(ctx)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	allValues, allComplete, err := handler.telemetryMetadataStore.GetAllValues(ctx, valuer.MustNewUUID(claims.OrgID), fieldValueSelector)
+	allValues, allComplete, err := handler.telemetryMetadataStore.GetAllValues(ctx, fieldValueSelector)
 	if err != nil {
 		render.Error(rw, err)
 		return

pkg/modules/inframonitoring/implinframonitoring/clusters.go

@@ -132,12 +132,12 @@ func (m *module) getTopClusterGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getClustersTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableClusters) (map[string]map[string]string, error) {
+func (m *module) getClustersTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableClusters) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range clusterAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, clustersTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, clustersTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/daemonsets.go

@@ -140,12 +140,12 @@ func (m *module) getTopDaemonSetGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getDaemonSetsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableDaemonSets) (map[string]map[string]string, error) {
+func (m *module) getDaemonSetsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableDaemonSets) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range daemonSetAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, daemonSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, daemonSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/deployments.go

@@ -140,12 +140,12 @@ func (m *module) getTopDeploymentGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getDeploymentsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableDeployments) (map[string]map[string]string, error) {
+func (m *module) getDeploymentsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableDeployments) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range deploymentAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, deploymentsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, deploymentsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/helpers.go

@@ -7,14 +7,11 @@ import (
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	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"
 )
 
@@ -370,33 +367,6 @@ func (m *module) buildSamplesTblFingerprintSubQuery(metricNames []string, sample
 	return fpSB
 }
 
-// buildReducedSamplesTblFingerprintSubQuery is like buildSamplesTblFingerprintSubQuery
-// but for the reduced tables.
-func (m *module) buildReducedSamplesTblFingerprintSubQuery(metricNames []string, flooredStart, flooredEnd uint64) *sqlbuilder.SelectBuilder {
-	lastSB := sqlbuilder.NewSelectBuilder()
-	lastSB.Select("reduced_fingerprint")
-	lastSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedLastTableName))
-	lastSB.Where(
-		lastSB.In("metric_name", sqlbuilder.List(metricNames)),
-		lastSB.GE("unix_milli", flooredStart),
-		lastSB.L("unix_milli", flooredEnd),
-	)
-
-	sumSB := sqlbuilder.NewSelectBuilder()
-	sumSB.Select("reduced_fingerprint")
-	sumSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
-	sumSB.Where(
-		sumSB.In("metric_name", sqlbuilder.List(metricNames)),
-		sumSB.GE("unix_milli", flooredStart),
-		sumSB.L("unix_milli", flooredEnd),
-	)
-
-	fpSB := sqlbuilder.NewSelectBuilder()
-	fpSB.Select("DISTINCT reduced_fingerprint AS fingerprint")
-	fpSB.From(fpSB.BuilderAs(sqlbuilder.UnionAll(lastSB, sumSB), "reduced_samples"))
-	return fpSB
-}
-
 func (m *module) buildFilterClause(ctx context.Context, filter *qbtypes.Filter, startMillis, endMillis int64) (*sqlbuilder.WhereClause, error) {
 	expression := ""
 	if filter != nil {
@@ -563,7 +533,6 @@ func (m *module) getAttributesExistence(ctx context.Context, metricNames, attrNa
 // mapping to a flat map of attr_name -> attr_value (includes both groupBy and additional cols).
 func (m *module) getMetadata(
 	ctx context.Context,
-	orgID valuer.UUID,
 	metricNames []string,
 	groupBy []qbtypes.GroupByKey,
 	additionalCols []string,
@@ -577,8 +546,6 @@ func (m *module) getMetadata(
 		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "groupBy must not be empty")
 	}
 
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	// Step-floor the window and pick the right tables — matches the bounds the
 	// QB v5 metric querier uses, so metadataMap covers the same universe the
 	// ranking sees (see alignedMetricWindow doc).
@@ -616,64 +583,22 @@ func (m *module) getMetadata(
 	}
 
 	innerSB.Select(innerSelectCols...)
+	innerSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTableName))
+	innerSB.Where(
+		innerSB.In("metric_name", sqlbuilder.List(metricNames)),
+		innerSB.GE("unix_milli", tsAdjustedStartMs),
+		innerSB.LE("unix_milli", flooredEndMs),
+		fmt.Sprintf("fingerprint IN (%s)", innerSB.Var(fpSB)),
+	)
 
-	if reductionEnabled {
-		var filterClause *sqlbuilder.WhereClause
-		if filter != nil && strings.TrimSpace(filter.Expression) != "" {
-			var err error
-			filterClause, err = m.buildFilterClause(ctx, filter, startMs, endMs)
-			if err != nil {
-				return nil, err
-			}
+	// Apply optional filter expression
+	if filter != nil && strings.TrimSpace(filter.Expression) != "" {
+		filterClause, err := m.buildFilterClause(ctx, filter, startMs, endMs)
+		if err != nil {
+			return nil, err
 		}
-
-		reducedFpSB := m.buildReducedSamplesTblFingerprintSubQuery(metricNames, samplesStartMs, flooredEndMs)
-
-		rawSrc := sqlbuilder.NewSelectBuilder()
-		rawSrc.Select("labels", "unix_milli")
-		rawSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTableName))
-		rawSrc.Where(
-			rawSrc.In("metric_name", sqlbuilder.List(metricNames)),
-			rawSrc.GE("unix_milli", tsAdjustedStartMs),
-			rawSrc.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", rawSrc.Var(fpSB)),
-		)
 		if filterClause != nil {
-			rawSrc.AddWhereClause(sqlbuilder.CopyWhereClause(filterClause))
-		}
-
-		reducedSrc := sqlbuilder.NewSelectBuilder()
-		reducedSrc.Select("labels", "unix_milli")
-		reducedSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-		reducedSrc.Where(
-			reducedSrc.In("metric_name", sqlbuilder.List(metricNames)),
-			reducedSrc.GE("unix_milli", tsAdjustedStartMs),
-			reducedSrc.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", reducedSrc.Var(reducedFpSB)),
-		)
-		if filterClause != nil {
-			reducedSrc.AddWhereClause(sqlbuilder.CopyWhereClause(filterClause))
-		}
-
-		// 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", telemetrymetrics.DBName, distributedTableName))
-		innerSB.Where(
-			innerSB.In("metric_name", sqlbuilder.List(metricNames)),
-			innerSB.GE("unix_milli", tsAdjustedStartMs),
-			innerSB.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", innerSB.Var(fpSB)),
-		)
-
-		if filter != nil && strings.TrimSpace(filter.Expression) != "" {
-			filterClause, err := m.buildFilterClause(ctx, filter, startMs, endMs)
-			if err != nil {
-				return nil, err
-			}
-			if filterClause != nil {
-				innerSB.AddWhereClause(filterClause)
-			}
+			innerSB.AddWhereClause(filterClause)
 		}
 	}
 

pkg/modules/inframonitoring/implinframonitoring/hosts.go

@@ -6,9 +6,7 @@ import (
 	"slices"
 	"strings"
 
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"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"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -22,15 +20,12 @@ import (
 // and a simple uniqExactIf for total count. Inactive = total - active (computed in Go).
 func (m *module) getPerGroupHostStatusCounts(
 	ctx context.Context,
-	orgID valuer.UUID,
 	req *inframonitoringtypes.PostableHosts,
 	metricNames []string,
 	pageGroups []map[string]string,
 	sinceUnixMilli int64,
 ) (map[string]groupHostStatusCounts, error) {
 
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	// Build the full filter expression from req (user filter + status filter) and page groups.
 	reqFilterExpr := ""
 	if req.Filter != nil {
@@ -58,65 +53,27 @@ func (m *module) getPerGroupHostStatusCounts(
 		fmt.Sprintf("uniqExactIf(%s, %s != '') AS total_host_count", hostNameExpr, hostNameExpr),
 	)
 
+	// Build a fingerprint subquery to restrict to fingerprints with actual sample
+	// data in the floored time range.
+	fpSB := m.buildSamplesTblFingerprintSubQuery(metricNames, localSamplesTable, samplesStartMs, flooredEndMs)
+
 	sb.Select(selectCols...)
+	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTableName))
+	sb.Where(
+		sb.In("metric_name", sqlbuilder.List(metricNames)),
+		sb.GE("unix_milli", tsAdjustedStartMs),
+		sb.LE("unix_milli", flooredEndMs),
+		fmt.Sprintf("fingerprint IN (%s)", sb.Var(fpSB)),
+	)
 
-	if reductionEnabled {
-		var filterClause *sqlbuilder.WhereClause
-		if filterExpr != "" {
-			var err error
-			filterClause, err = m.buildFilterClause(ctx, &qbtypes.Filter{Expression: filterExpr}, req.Start, req.End)
-			if err != nil {
-				return nil, err
-			}
+	// Apply the combined filter expression (user filter + status filter + page groups IN).
+	if filterExpr != "" {
+		filterClause, err := m.buildFilterClause(ctx, &qbtypes.Filter{Expression: filterExpr}, req.Start, req.End)
+		if err != nil {
+			return nil, err
 		}
-
-		rawSrc := sqlbuilder.NewSelectBuilder()
-		rawSrc.Select("labels")
-		rawSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTableName))
-		rawSrc.Where(
-			rawSrc.In("metric_name", sqlbuilder.List(metricNames)),
-			rawSrc.GE("unix_milli", tsAdjustedStartMs),
-			rawSrc.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", rawSrc.Var(m.buildSamplesTblFingerprintSubQuery(metricNames, localSamplesTable, samplesStartMs, flooredEndMs))),
-		)
 		if filterClause != nil {
-			rawSrc.AddWhereClause(sqlbuilder.CopyWhereClause(filterClause))
-		}
-
-		reducedSrc := sqlbuilder.NewSelectBuilder()
-		reducedSrc.Select("labels")
-		reducedSrc.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-		reducedSrc.Where(
-			reducedSrc.In("metric_name", sqlbuilder.List(metricNames)),
-			reducedSrc.GE("unix_milli", tsAdjustedStartMs),
-			reducedSrc.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", reducedSrc.Var(m.buildReducedSamplesTblFingerprintSubQuery(metricNames, samplesStartMs, flooredEndMs))),
-		)
-		if filterClause != nil {
-			reducedSrc.AddWhereClause(sqlbuilder.CopyWhereClause(filterClause))
-		}
-
-		sb.From(sb.BuilderAs(sqlbuilder.UnionAll(rawSrc, reducedSrc), "series"))
-	} else {
-
-		fpSB := m.buildSamplesTblFingerprintSubQuery(metricNames, localSamplesTable, samplesStartMs, flooredEndMs)
-
-		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTimeSeriesTableName))
-		sb.Where(
-			sb.In("metric_name", sqlbuilder.List(metricNames)),
-			sb.GE("unix_milli", tsAdjustedStartMs),
-			sb.LE("unix_milli", flooredEndMs),
-			fmt.Sprintf("fingerprint IN (%s)", sb.Var(fpSB)),
-		)
-
-		if filterExpr != "" {
-			filterClause, err := m.buildFilterClause(ctx, &qbtypes.Filter{Expression: filterExpr}, req.Start, req.End)
-			if err != nil {
-				return nil, err
-			}
-			if filterClause != nil {
-				sb.AddWhereClause(filterClause)
-			}
+			sb.AddWhereClause(filterClause)
 		}
 	}
 
@@ -331,7 +288,7 @@ func (m *module) applyHostsActiveStatusFilter(req *inframonitoringtypes.Postable
 	return false
 }
 
-func (m *module) getHostsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableHosts) (map[string]map[string]string, error) {
+func (m *module) getHostsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableHosts) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range hostAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
@@ -342,7 +299,7 @@ func (m *module) getHostsTableMetadata(ctx context.Context, orgID valuer.UUID, r
 	if req.Filter != nil {
 		filter = &req.Filter.Filter
 	}
-	metadataMap, err := m.getMetadata(ctx, orgID, hostsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, filter, req.Start, req.End)
+	metadataMap, err := m.getMetadata(ctx, hostsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, filter, req.Start, req.End)
 	if err != nil {
 		return nil, err
 	}

pkg/modules/inframonitoring/implinframonitoring/jobs.go

@@ -148,12 +148,12 @@ func (m *module) getTopJobGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getJobsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableJobs) (map[string]map[string]string, error) {
+func (m *module) getJobsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableJobs) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range jobAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, jobsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, jobsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -6,7 +6,6 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/inframonitoring"
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
@@ -27,7 +26,6 @@ type module struct {
 	condBuilder            qbtypes.ConditionBuilder
 	logger                 *slog.Logger
 	config                 inframonitoring.Config
-	fl                     flagger.Flagger
 }
 
 // NewModule constructs the inframonitoring module with the provided dependencies.
@@ -35,7 +33,6 @@ func NewModule(
 	telemetryStore telemetrystore.TelemetryStore,
 	telemetryMetadataStore telemetrytypes.MetadataStore,
 	querier querier.Querier,
-	fl flagger.Flagger,
 	providerSettings factory.ProviderSettings,
 	cfg inframonitoring.Config,
 ) inframonitoring.Module {
@@ -49,7 +46,6 @@ func NewModule(
 		condBuilder:            condBuilder,
 		logger:                 providerSettings.Logger,
 		config:                 cfg,
-		fl:                     fl,
 	}
 }
 
@@ -190,7 +186,7 @@ func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframon
 		return resp, nil
 	}
 
-	metadataMap, err := m.getHostsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getHostsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -226,7 +222,7 @@ func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframon
 	hostCounts := make(map[string]groupHostStatusCounts)
 	isHostNameInGroupBy := isKeyInGroupByAttrs(req.GroupBy, inframonitoringtypes.HostNameAttrKey)
 	if !isHostNameInGroupBy {
-		hostCounts, err = m.getPerGroupHostStatusCounts(ctx, orgID, req, hostsTableMetricNamesList, pageGroups, sinceUnixMilli)
+		hostCounts, err = m.getPerGroupHostStatusCounts(ctx, req, hostsTableMetricNamesList, pageGroups, sinceUnixMilli)
 		if err != nil {
 			return nil, err
 		}
@@ -276,7 +272,7 @@ func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframoni
 		return resp, nil
 	}
 
-	metadataMap, err := m.getPodsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getPodsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -354,7 +350,7 @@ func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframon
 		return resp, nil
 	}
 
-	metadataMap, err := m.getNodesTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getNodesTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -437,7 +433,7 @@ func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inf
 		return resp, nil
 	}
 
-	metadataMap, err := m.getNamespacesTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getNamespacesTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -514,7 +510,7 @@ func (m *module) ListClusters(ctx context.Context, orgID valuer.UUID, req *infra
 		return resp, nil
 	}
 
-	metadataMap, err := m.getClustersTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getClustersTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -604,7 +600,7 @@ func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *infram
 		return resp, nil
 	}
 
-	metadataMap, err := m.getVolumesTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getVolumesTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -682,7 +678,7 @@ func (m *module) ListDeployments(ctx context.Context, orgID valuer.UUID, req *in
 		return resp, nil
 	}
 
-	metadataMap, err := m.getDeploymentsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getDeploymentsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -765,7 +761,7 @@ func (m *module) ListStatefulSets(ctx context.Context, orgID valuer.UUID, req *i
 		return resp, nil
 	}
 
-	metadataMap, err := m.getStatefulSetsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getStatefulSetsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -850,7 +846,7 @@ func (m *module) ListJobs(ctx context.Context, orgID valuer.UUID, req *inframoni
 		return resp, nil
 	}
 
-	metadataMap, err := m.getJobsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getJobsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}
@@ -935,7 +931,7 @@ func (m *module) ListDaemonSets(ctx context.Context, orgID valuer.UUID, req *inf
 		return resp, nil
 	}
 
-	metadataMap, err := m.getDaemonSetsTableMetadata(ctx, orgID, req)
+	metadataMap, err := m.getDaemonSetsTableMetadata(ctx, req)
 	if err != nil {
 		return nil, err
 	}

pkg/modules/inframonitoring/implinframonitoring/namespaces.go

@@ -115,12 +115,12 @@ func (m *module) getTopNamespaceGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getNamespacesTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNamespaces) (map[string]map[string]string, error) {
+func (m *module) getNamespacesTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableNamespaces) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range namespaceAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, namespacesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, namespacesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/nodes.go

@@ -149,14 +149,14 @@ func (m *module) getTopNodeGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getNodesTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNodes) (map[string]map[string]string, error) {
+func (m *module) getNodesTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableNodes) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range nodeAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, nodesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, nodesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }
 
 // getPerGroupNodeConditionCounts computes per-group node counts bucketed by each

pkg/modules/inframonitoring/implinframonitoring/pods.go

@@ -170,14 +170,14 @@ func (m *module) getTopPodGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getPodsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostablePods) (map[string]map[string]string, error) {
+func (m *module) getPodsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostablePods) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range podAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, podsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, podsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }
 
 // getPerGroupPodPhaseCounts computes per-group pod counts bucketed by each

pkg/modules/inframonitoring/implinframonitoring/statefulsets.go

@@ -140,12 +140,12 @@ func (m *module) getTopStatefulSetGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getStatefulSetsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableStatefulSets) (map[string]map[string]string, error) {
+func (m *module) getStatefulSetsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableStatefulSets) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range statefulSetAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, statefulSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, statefulSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/volumes.go

@@ -120,12 +120,12 @@ func (m *module) getTopVolumeGroups(
 	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
 }
 
-func (m *module) getVolumesTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableVolumes) (map[string]map[string]string, error) {
+func (m *module) getVolumesTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableVolumes) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range volumeAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
 			nonGroupByAttrs = append(nonGroupByAttrs, key)
 		}
 	}
-	return m.getMetadata(ctx, orgID, volumesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, volumesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/metricsexplorer/implmetricsexplorer/module.go

@@ -15,7 +15,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
@@ -23,8 +22,6 @@ import (
 	"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"
-	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	"github.com/SigNoz/signoz/pkg/types/metricsexplorertypes"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
@@ -43,12 +40,11 @@ type module struct {
 	cache                  cache.Cache
 	ruleStore              ruletypes.RuleStore
 	dashboardModule        dashboard.Module
-	fl                     flagger.Flagger
 	config                 metricsexplorer.Config
 }
 
 // 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 {
+func NewModule(ts telemetrystore.TelemetryStore, telemetryMetadataStore telemetrytypes.MetadataStore, cache cache.Cache, ruleStore ruletypes.RuleStore, dashboardModule dashboard.Module, providerSettings factory.ProviderSettings, cfg metricsexplorer.Config) metricsexplorer.Module {
 	fieldMapper := telemetrymetrics.NewFieldMapper()
 	condBuilder := telemetrymetrics.NewConditionBuilder(fieldMapper)
 	return &module{
@@ -60,7 +56,6 @@ func NewModule(ts telemetrystore.TelemetryStore, telemetryMetadataStore telemetr
 		cache:                  cache,
 		ruleStore:              ruleStore,
 		dashboardModule:        dashboardModule,
-		fl:                     fl,
 		config:                 cfg,
 	}
 }
@@ -142,56 +137,31 @@ func (m *module) listMeterMetrics(ctx context.Context, params *metricsexplorerty
 }
 
 func (m *module) listMetrics(ctx context.Context, orgID valuer.UUID, params *metricsexplorertypes.ListMetricsParams) (*metricsexplorertypes.ListMetricsResponse, error) {
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("DISTINCT metric_name")
 
-	applyListFilters := func(b *sqlbuilder.SelectBuilder) {
-		if params.Search != "" {
-			searchLower := strings.ToLower(params.Search)
-			searchLower = strings.ReplaceAll(searchLower, "%", "\\%")
-			searchLower = strings.ReplaceAll(searchLower, "_", "\\_")
-			b.Where(b.Like("lower(metric_name)", fmt.Sprintf("%%%s%%", searchLower)))
-		}
-	}
-
-	rawSB := sqlbuilder.NewSelectBuilder()
-	rawSB.Select("DISTINCT metric_name")
-
-	var rangeStart, rangeEnd uint64
-	hasRange := params.Start != nil && params.End != nil
-	if hasRange {
-		var distributedTsTable string
-		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))
+	if params.Start != nil && params.End != nil {
+		start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(*params.Start), uint64(*params.End), false, nil)
+		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
+		sb.Where(sb.Between("unix_milli", start, end))
 	} else {
-		rawSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
+		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
 	}
 
-	applyListFilters(rawSB)
+	sb.Where(sb.E("__normalized", false))
 
-	var query string
-	var args []any
-	if reductionEnabled {
-		reducedSB := sqlbuilder.NewSelectBuilder()
-		reducedSB.Select("DISTINCT metric_name")
-		reducedSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-		if hasRange {
-			reducedSB.Where(reducedSB.Between("unix_milli", rangeStart, rangeEnd))
-		}
-		applyListFilters(reducedSB)
-
-		sb := sqlbuilder.NewSelectBuilder()
-		sb.Select("DISTINCT metric_name")
-		sb.From(sb.BuilderAs(sqlbuilder.UnionAll(rawSB, reducedSB), "__all_metrics"))
-		sb.OrderBy("metric_name ASC")
-		sb.Limit(params.Limit)
-		query, args = sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	} else {
-		rawSB.OrderBy("metric_name ASC")
-		rawSB.Limit(params.Limit)
-		query, args = rawSB.BuildWithFlavor(sqlbuilder.ClickHouse)
+	if params.Search != "" {
+		searchLower := strings.ToLower(params.Search)
+		searchLower = strings.ReplaceAll(searchLower, "%", "\\%")
+		searchLower = strings.ReplaceAll(searchLower, "_", "\\_")
+		sb.Where(sb.Like("lower(metric_name)", fmt.Sprintf("%%%s%%", searchLower)))
 	}
 
+	sb.OrderBy("metric_name ASC")
+	sb.Limit(params.Limit)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+
 	valueCtx := ctxtypes.SetClickhouseMaxThreads(ctx, m.config.TelemetryStore.Threads)
 	db := m.telemetryStore.ClickhouseDB()
 	rows, err := db.Query(valueCtx, query, args...)
@@ -249,7 +219,7 @@ func (m *module) GetStats(ctx context.Context, orgID valuer.UUID, req *metricsex
 		return nil, err
 	}
 
-	metricStats, total, err := m.fetchMetricsStatsWithSamples(ctx, orgID, req)
+	metricStats, total, err := m.fetchMetricsStatsWithSamples(ctx, req, false)
 	if err != nil {
 		return nil, err
 	}
@@ -289,13 +259,13 @@ func (m *module) GetTreemap(ctx context.Context, orgID valuer.UUID, req *metrics
 	resp := &metricsexplorertypes.TreemapResponse{}
 	switch req.Mode {
 	case metricsexplorertypes.TreemapModeSamples:
-		entries, err := m.computeSamplesTreemap(ctx, orgID, req)
+		entries, err := m.computeSamplesTreemap(ctx, req)
 		if err != nil {
 			return nil, err
 		}
 		resp.Samples = entries
 	default: // TreemapModeTimeSeries
-		entries, err := m.computeTimeseriesTreemap(ctx, orgID, req)
+		entries, err := m.computeTimeseriesTreemap(ctx, req)
 		if err != nil {
 			return nil, err
 		}
@@ -418,14 +388,14 @@ func (m *module) GetMetricDashboardsV2(ctx context.Context, orgID valuer.UUID, m
 	return metricsexplorertypes.NewMetricDashboardPanelsResponse(data[metricName]), nil
 }
 
-func newMetricDashboardsResponse(dashboardList []dashboardtypes.DashboardPanelRef) *metricsexplorertypes.MetricDashboardsResponse {
+func newMetricDashboardsResponse(dashboardList []map[string]string) *metricsexplorertypes.MetricDashboardsResponse {
 	dashboards := make([]metricsexplorertypes.MetricDashboard, 0, len(dashboardList))
 	for _, item := range dashboardList {
 		dashboards = append(dashboards, metricsexplorertypes.MetricDashboard{
-			DashboardName: item.DashboardName,
-			DashboardID:   item.DashboardID,
-			WidgetID:      item.PanelID,
-			WidgetName:    item.PanelName,
+			DashboardName: item["dashboard_name"],
+			DashboardID:   item["dashboard_id"],
+			WidgetID:      item["widget_id"],
+			WidgetName:    item["widget_name"],
 		})
 	}
 
@@ -999,13 +969,11 @@ func (m *module) buildFilterClause(ctx context.Context, filter *qbtypes.Filter,
 
 func (m *module) fetchMetricsStatsWithSamples(
 	ctx context.Context,
-	orgID valuer.UUID,
 	req *metricsexplorertypes.StatsRequest,
+	normalized bool,
 ) ([]metricsexplorertypes.Stat, uint64, error) {
 	ctx = m.withMetricsExplorerContext(ctx, "fetchMetricsStatsWithSamples")
 
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	hasFilter := req.Filter != nil && strings.TrimSpace(req.Filter.Expression) != ""
 	var filterWhereClause *sqlbuilder.WhereClause
 	if hasFilter {
@@ -1029,6 +997,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 	tsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	tsSB.Where(tsSB.Between("unix_milli", start, end))
 	tsSB.Where("NOT startsWith(metric_name, 'signoz')")
+	tsSB.Where(tsSB.E("__normalized", normalized))
 	if filterWhereClause != nil {
 		tsSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
 	}
@@ -1056,6 +1025,7 @@ func (m *module) fetchMetricsStatsWithSamples(
 		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.Where(fingerprintSB.E("__normalized", normalized))
 		fingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
 		fingerprintSB.GroupBy("fingerprint")
 
@@ -1067,100 +1037,30 @@ func (m *module) fetchMetricsStatsWithSamples(
 		metricNamesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTsTable))
 		metricNamesSB.Where(metricNamesSB.Between("unix_milli", start, end))
 		metricNamesSB.Where("NOT startsWith(metric_name, 'signoz')")
+		metricNamesSB.Where(metricNamesSB.E("__normalized", normalized))
 
 		samplesSB.Where(fmt.Sprintf("metric_name IN (%s)", samplesSB.Var(metricNamesSB)))
 	}
 	samplesSB.GroupBy("metric_name")
 
 	ctes = append(ctes, sqlbuilder.CTEQuery("__sample_counts").As(samplesSB))
+	cteBuilder := sqlbuilder.With(ctes...)
+
+	finalSB := cteBuilder.Select(
+		"COALESCE(ts.metric_name, s.metric_name) AS metric_name",
+		"COALESCE(ts.timeseries, 0) AS timeseries",
+		"COALESCE(s.samples, 0) AS samples",
+		"COUNT(*) OVER() AS total",
+	)
+	finalSB.From("__time_series_counts ts")
+	finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__sample_counts s", "ts.metric_name = s.metric_name")
+	finalSB.Where("(COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0)")
 
 	orderByColumn, orderDirection, err := getStatsOrderByColumn(req.OrderBy)
 	if err != nil {
 		return nil, 0, err
 	}
 
-	var finalSB *sqlbuilder.SelectBuilder
-	if reductionEnabled {
-		reducedTsSB := sqlbuilder.NewSelectBuilder()
-		reducedTsSB.Select(
-			"metric_name",
-			"uniq(fingerprint) AS timeseries",
-		)
-
-		// 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", 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", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
-		reducedSumSB.Where(reducedSumSB.Between("unix_milli", req.Start, req.End))
-		reducedSumSB.Where("NOT startsWith(metric_name, 'signoz')")
-
-		if filterWhereClause == nil {
-			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")
-		} else {
-			reducedFpSB := sqlbuilder.NewSelectBuilder()
-			reducedFpSB.Select("metric_name", "fingerprint")
-			reducedFpSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-			reducedFpSB.Where(reducedFpSB.Between("unix_milli", start, end))
-			reducedFpSB.Where("NOT startsWith(metric_name, 'signoz')")
-			reducedFpSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
-			reducedFpSB.GroupBy("metric_name", "fingerprint")
-			ctes = append(ctes, sqlbuilder.CTEQuery("__reduced_filtered_fingerprints").As(reducedFpSB))
-
-			reducedTsSB.From("__reduced_filtered_fingerprints")
-			reducedTsSB.GroupBy("metric_name")
-
-			reducedLastSB.Where("reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints)")
-			reducedSumSB.Where("reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints)")
-		}
-		reducedLastSB.GroupBy("metric_name")
-		reducedSumSB.GroupBy("metric_name")
-
-		reducedSamplesSB := sqlbuilder.NewSelectBuilder()
-		reducedSamplesSB.Select("metric_name", "sum(cnt) AS samples")
-		reducedSamplesSB.From(reducedSamplesSB.BuilderAs(sqlbuilder.UnionAll(reducedLastSB, reducedSumSB), "reduced_samples"))
-		reducedSamplesSB.GroupBy("metric_name")
-
-		ctes = append(ctes,
-			sqlbuilder.CTEQuery("__reduced_time_series_counts").As(reducedTsSB),
-			sqlbuilder.CTEQuery("__reduced_sample_counts").As(reducedSamplesSB),
-		)
-
-		cteBuilder := sqlbuilder.With(ctes...)
-
-		finalSB = cteBuilder.Select(
-			"COALESCE(ts.metric_name, rts.metric_name, s.metric_name, rs.metric_name) AS metric_name",
-			"COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) AS timeseries",
-			"COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) AS samples",
-			"COUNT(*) OVER() AS total",
-		)
-		finalSB.From("__time_series_counts ts")
-		finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__reduced_time_series_counts rts", "ts.metric_name = rts.metric_name")
-		finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__sample_counts s", "COALESCE(ts.metric_name, rts.metric_name) = s.metric_name")
-		finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__reduced_sample_counts rs", "COALESCE(ts.metric_name, rts.metric_name, s.metric_name) = rs.metric_name")
-		finalSB.Where("(COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) > 0)")
-	} else {
-		cteBuilder := sqlbuilder.With(ctes...)
-
-		finalSB = cteBuilder.Select(
-			"COALESCE(ts.metric_name, s.metric_name) AS metric_name",
-			"COALESCE(ts.timeseries, 0) AS timeseries",
-			"COALESCE(s.samples, 0) AS samples",
-			"COUNT(*) OVER() AS total",
-		)
-		finalSB.From("__time_series_counts ts")
-		finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__sample_counts s", "ts.metric_name = s.metric_name")
-		finalSB.Where("(COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0)")
-	}
-
 	finalSB.OrderBy(
 		fmt.Sprintf("%s %s", orderByColumn, strings.ToUpper(orderDirection)),
 		"metric_name ASC",
@@ -1169,10 +1069,6 @@ func (m *module) fetchMetricsStatsWithSamples(
 	finalSB.Offset(req.Offset)
 
 	query, args := finalSB.BuildWithFlavor(sqlbuilder.ClickHouse)
-	if reductionEnabled {
-		// unmatched FULL JOIN columns must be NULL (not '') for the COALESCE name/keys to resolve
-		query += " SETTINGS join_use_nulls = 1"
-	}
 
 	valueCtx := ctxtypes.SetClickhouseMaxThreads(ctx, m.config.TelemetryStore.Threads)
 	db := m.telemetryStore.ClickhouseDB()
@@ -1204,11 +1100,9 @@ func (m *module) fetchMetricsStatsWithSamples(
 	return metricStats, total, nil
 }
 
-func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
+func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
 	ctx = m.withMetricsExplorerContext(ctx, "computeTimeseriesTreemap")
 
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	hasFilter := req.Filter != nil && strings.TrimSpace(req.Filter.Expression) != ""
 	var filterWhereClause *sqlbuilder.WhereClause
 	if hasFilter {
@@ -1225,6 +1119,7 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 	totalTSBuilder.Select("uniq(fingerprint) AS total_time_series")
 	totalTSBuilder.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	totalTSBuilder.Where(totalTSBuilder.Between("unix_milli", start, end))
+	totalTSBuilder.Where(totalTSBuilder.E("__normalized", false))
 
 	metricsSB := sqlbuilder.NewSelectBuilder()
 	metricsSB.Select(
@@ -1234,69 +1129,28 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 	metricsSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	metricsSB.Where(metricsSB.Between("unix_milli", start, end))
 	metricsSB.Where("NOT startsWith(metric_name, 'signoz')")
+	metricsSB.Where(metricsSB.E("__normalized", false))
 	if filterWhereClause != nil {
 		metricsSB.WhereClause.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
 	}
 	metricsSB.GroupBy("metric_name")
 
-	var finalSB *sqlbuilder.SelectBuilder
-	if reductionEnabled {
-		reducedTotalTSBuilder := sqlbuilder.NewSelectBuilder()
-		reducedTotalTSBuilder.Select("uniq(fingerprint) AS total_time_series")
-		reducedTotalTSBuilder.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-		reducedTotalTSBuilder.Where(reducedTotalTSBuilder.Between("unix_milli", start, end))
+	cteBuilder := sqlbuilder.With(
+		sqlbuilder.CTEQuery("__total_time_series").As(totalTSBuilder),
+		sqlbuilder.CTEQuery("__metric_totals").As(metricsSB),
+	)
 
-		reducedMetricsSB := sqlbuilder.NewSelectBuilder()
-		reducedMetricsSB.Select(
-			"metric_name",
-			"uniq(fingerprint) AS total_value",
-		)
-		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 {
-			reducedMetricsSB.WhereClause.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
-		}
-		reducedMetricsSB.GroupBy("metric_name")
-
-		cteBuilder := sqlbuilder.With(
-			sqlbuilder.CTEQuery("__total_time_series").As(totalTSBuilder),
-			sqlbuilder.CTEQuery("__metric_totals").As(metricsSB),
-			sqlbuilder.CTEQuery("__reduced_total_time_series").As(reducedTotalTSBuilder),
-			sqlbuilder.CTEQuery("__reduced_metric_totals").As(reducedMetricsSB),
-		)
-
-		finalSB = cteBuilder.Select(
-			"COALESCE(mt.metric_name, rmt.metric_name) AS metric_name",
-			"COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0) AS total_value",
-			"CASE WHEN (tts.total_time_series + rtts.total_time_series) = 0 THEN 0 ELSE ((COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0)) * 100.0 / (tts.total_time_series + rtts.total_time_series)) END AS percentage",
-		)
-		finalSB.From("__metric_totals mt")
-		finalSB.JoinWithOption(sqlbuilder.FullOuterJoin, "__reduced_metric_totals rmt", "mt.metric_name = rmt.metric_name")
-		finalSB.Join("__total_time_series tts", "1=1")
-		finalSB.Join("__reduced_total_time_series rtts", "1=1")
-	} else {
-		cteBuilder := sqlbuilder.With(
-			sqlbuilder.CTEQuery("__total_time_series").As(totalTSBuilder),
-			sqlbuilder.CTEQuery("__metric_totals").As(metricsSB),
-		)
-
-		finalSB = cteBuilder.Select(
-			"mt.metric_name",
-			"mt.total_value",
-			"CASE WHEN tts.total_time_series = 0 THEN 0 ELSE (mt.total_value * 100.0 / tts.total_time_series) END AS percentage",
-		)
-		finalSB.From("__metric_totals mt")
-		finalSB.Join("__total_time_series tts", "1=1")
-	}
+	finalSB := cteBuilder.Select(
+		"mt.metric_name",
+		"mt.total_value",
+		"CASE WHEN tts.total_time_series = 0 THEN 0 ELSE (mt.total_value * 100.0 / tts.total_time_series) END AS percentage",
+	)
+	finalSB.From("__metric_totals mt")
+	finalSB.Join("__total_time_series tts", "1=1")
 	finalSB.OrderByDesc("percentage")
 	finalSB.Limit(req.Limit)
 
 	query, args := finalSB.BuildWithFlavor(sqlbuilder.ClickHouse)
-	if reductionEnabled {
-		// unmatched FULL JOIN columns must be NULL (not '') so COALESCE on metric_name resolves
-		query += " SETTINGS join_use_nulls = 1"
-	}
 
 	valueCtx := ctxtypes.SetClickhouseMaxThreads(ctx, m.config.TelemetryStore.Threads)
 	db := m.telemetryStore.ClickhouseDB()
@@ -1322,11 +1176,9 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID
 	return entries, nil
 }
 
-func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
+func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
 	ctx = m.withMetricsExplorerContext(ctx, "computeSamplesTreemap")
 
-	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	hasFilter := req.Filter != nil && strings.TrimSpace(req.Filter.Expression) != ""
 	var filterWhereClause *sqlbuilder.WhereClause
 	if hasFilter {
@@ -1347,6 +1199,7 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 	metricCandidatesSB.Select("metric_name")
 	metricCandidatesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 	metricCandidatesSB.Where("NOT startsWith(metric_name, 'signoz')")
+	metricCandidatesSB.Where(metricCandidatesSB.E("__normalized", false))
 	metricCandidatesSB.Where(metricCandidatesSB.Between("unix_milli", start, end))
 	if filterWhereClause != nil {
 		metricCandidatesSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
@@ -1359,23 +1212,6 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 		sqlbuilder.CTEQuery("__metric_candidates").As(metricCandidatesSB),
 	}
 
-	var reducedCandidatesSB *sqlbuilder.SelectBuilder
-	if reductionEnabled {
-		reducedCandidatesSB = sqlbuilder.NewSelectBuilder()
-		reducedCandidatesSB.Select("metric_name")
-		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 {
-			reducedCandidatesSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
-		}
-		reducedCandidatesSB.GroupBy("metric_name")
-		reducedCandidatesSB.OrderBy("uniq(fingerprint) DESC")
-		reducedCandidatesSB.Limit(candidateLimit)
-
-		cteQueries = append(cteQueries, sqlbuilder.CTEQuery("__reduced_metric_candidates").As(reducedCandidatesSB))
-	}
-
 	totalSamplesSB := sqlbuilder.NewSelectBuilder()
 	totalSamplesSB.Select(fmt.Sprintf("%s AS total_samples", countExp))
 	totalSamplesSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedSamplesTable))
@@ -1390,136 +1226,43 @@ func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, r
 	sampleCountsSB.Where(sampleCountsSB.Between("unix_milli", req.Start, req.End))
 	sampleCountsSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates)")
 
-	// Reduced sample rows land in either the _reduced_last_60s or
-	// _reduced_sum_60s table
-	var reducedLastSB, reducedSumSB *sqlbuilder.SelectBuilder
-	if reductionEnabled {
-		reducedLastSB = sqlbuilder.NewSelectBuilder()
-		reducedLastSB.Select("metric_name", "uniq(reduced_fingerprint, unix_milli) AS cnt")
-		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", 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)")
-	}
-
 	if filterWhereClause != nil {
 		fingerprintSB := sqlbuilder.NewSelectBuilder()
 		fingerprintSB.Select("fingerprint")
 		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.Where(fingerprintSB.E("__normalized", false))
 		fingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
 		fingerprintSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates)")
 		fingerprintSB.GroupBy("fingerprint")
 
 		sampleCountsSB.Where("fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints)")
 
-		if reductionEnabled {
-			reducedFingerprintSB := sqlbuilder.NewSelectBuilder()
-			reducedFingerprintSB.Select("fingerprint")
-			reducedFingerprintSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV4ReducedTableName))
-			reducedFingerprintSB.Where(reducedFingerprintSB.Between("unix_milli", start, end))
-			reducedFingerprintSB.Where("NOT startsWith(metric_name, 'signoz')")
-			reducedFingerprintSB.AddWhereClause(sqlbuilder.CopyWhereClause(filterWhereClause))
-			reducedFingerprintSB.Where("metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates)")
-			reducedFingerprintSB.GroupBy("fingerprint")
-
-			reducedLastSB.Where("reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints)")
-			reducedSumSB.Where("reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints)")
-
-			cteQueries = append(cteQueries,
-				sqlbuilder.CTEQuery("__filtered_fingerprints").As(fingerprintSB),
-				sqlbuilder.CTEQuery("__reduced_filtered_fingerprints").As(reducedFingerprintSB),
-			)
-		} else {
-			cteQueries = append(cteQueries, sqlbuilder.CTEQuery("__filtered_fingerprints").As(fingerprintSB))
-		}
+		cteQueries = append(cteQueries, sqlbuilder.CTEQuery("__filtered_fingerprints").As(fingerprintSB))
 	}
 
 	sampleCountsSB.GroupBy("metric_name")
 
-	var finalSB *sqlbuilder.SelectBuilder
-	if reductionEnabled {
-		reducedLastSB.GroupBy("metric_name")
-		reducedSumSB.GroupBy("metric_name")
+	cteQueries = append(cteQueries,
+		sqlbuilder.CTEQuery("__sample_counts").As(sampleCountsSB),
+		sqlbuilder.CTEQuery("__total_samples").As(totalSamplesSB),
+	)
 
-		reducedSampleCountsSB := sqlbuilder.NewSelectBuilder()
-		reducedSampleCountsSB.Select("metric_name", "sum(cnt) AS samples")
-		reducedSampleCountsSB.From(reducedSampleCountsSB.BuilderAs(sqlbuilder.UnionAll(reducedLastSB, reducedSumSB), "reduced_samples"))
-		reducedSampleCountsSB.GroupBy("metric_name")
+	cteBuilder := sqlbuilder.With(cteQueries...)
 
-		// 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", 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", telemetrymetrics.DBName, telemetrymetrics.SamplesV4ReducedSumTableName))
-		reducedTotalSumSB.Where(reducedTotalSumSB.Between("unix_milli", req.Start, req.End))
-
-		reducedTotalSamplesSB := sqlbuilder.NewSelectBuilder()
-		reducedTotalSamplesSB.Select("sum(cnt) AS total_samples")
-		reducedTotalSamplesSB.From(reducedTotalSamplesSB.BuilderAs(sqlbuilder.UnionAll(reducedTotalLastSB, reducedTotalSumSB), "reduced_total"))
-
-		allCandidatesSB := sqlbuilder.NewSelectBuilder()
-		allCandidatesSB.Select("DISTINCT metric_name")
-		allCandidatesSB.From(allCandidatesSB.BuilderAs(sqlbuilder.UnionAll(
-			sqlbuilder.NewSelectBuilder().Select("metric_name").From("__metric_candidates"),
-			sqlbuilder.NewSelectBuilder().Select("metric_name").From("__reduced_metric_candidates"),
-		), "candidates"))
-
-		cteQueries = append(cteQueries,
-			sqlbuilder.CTEQuery("__sample_counts").As(sampleCountsSB),
-			sqlbuilder.CTEQuery("__reduced_sample_counts").As(reducedSampleCountsSB),
-			sqlbuilder.CTEQuery("__total_samples").As(totalSamplesSB),
-			sqlbuilder.CTEQuery("__reduced_total_samples").As(reducedTotalSamplesSB),
-			sqlbuilder.CTEQuery("__all_candidates").As(allCandidatesSB),
-		)
-
-		cteBuilder := sqlbuilder.With(cteQueries...)
-
-		finalSB = cteBuilder.Select(
-			"ac.metric_name",
-			"COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0) AS samples",
-			"CASE WHEN (ts.total_samples + rts.total_samples) = 0 THEN 0 ELSE ((COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0)) * 100.0 / (ts.total_samples + rts.total_samples)) END AS percentage",
-		)
-		finalSB.From("__all_candidates ac")
-		finalSB.JoinWithOption(sqlbuilder.LeftJoin, "__sample_counts sc", "ac.metric_name = sc.metric_name")
-		finalSB.JoinWithOption(sqlbuilder.LeftJoin, "__reduced_sample_counts rsc", "ac.metric_name = rsc.metric_name")
-		finalSB.Join("__total_samples ts", "1=1")
-		finalSB.Join("__reduced_total_samples rts", "1=1")
-	} else {
-		cteQueries = append(cteQueries,
-			sqlbuilder.CTEQuery("__sample_counts").As(sampleCountsSB),
-			sqlbuilder.CTEQuery("__total_samples").As(totalSamplesSB),
-		)
-
-		cteBuilder := sqlbuilder.With(cteQueries...)
-
-		finalSB = cteBuilder.Select(
-			"mc.metric_name",
-			"COALESCE(sc.samples, 0) AS samples",
-			"CASE WHEN ts.total_samples = 0 THEN 0 ELSE (COALESCE(sc.samples, 0) * 100.0 / ts.total_samples) END AS percentage",
-		)
-		finalSB.From("__metric_candidates mc")
-		finalSB.JoinWithOption(sqlbuilder.LeftJoin, "__sample_counts sc", "mc.metric_name = sc.metric_name")
-		finalSB.Join("__total_samples ts", "1=1")
-	}
+	finalSB := cteBuilder.Select(
+		"mc.metric_name",
+		"COALESCE(sc.samples, 0) AS samples",
+		"CASE WHEN ts.total_samples = 0 THEN 0 ELSE (COALESCE(sc.samples, 0) * 100.0 / ts.total_samples) END AS percentage",
+	)
+	finalSB.From("__metric_candidates mc")
+	finalSB.JoinWithOption(sqlbuilder.LeftJoin, "__sample_counts sc", "mc.metric_name = sc.metric_name")
+	finalSB.Join("__total_samples ts", "1=1")
 	finalSB.OrderBy("percentage DESC")
 	finalSB.Limit(req.Limit)
 
 	query, args := finalSB.BuildWithFlavor(sqlbuilder.ClickHouse)
-	if reductionEnabled {
-		// unmatched LEFT JOIN sample columns must be NULL (not 0/'') so COALESCE applies
-		query += " SETTINGS join_use_nulls = 1"
-	}
 
 	valueCtx := ctxtypes.SetClickhouseMaxThreads(ctx, m.config.TelemetryStore.Threads)
 	db := m.telemetryStore.ClickhouseDB()

pkg/modules/metricsexplorer/implmetricsexplorer/module_test.go

@@ -10,8 +10,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/cache/cachetest"
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/flagger"
-	"github.com/SigNoz/signoz/pkg/flagger/configflagger"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer/implmetricsexplorer"
@@ -30,20 +28,13 @@ const (
 	// to stable table names that the expected SQL strings can hard-code).
 	testStartMillis                int64 = 1700000000000
 	testEndMillis                  int64 = 1700003600000 // +1h
-	statsNoFilterSQL                     = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND metric_name IN (SELECT DISTINCT metric_name FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz')) GROUP BY metric_name), __reduced_time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __reduced_sample_counts AS (SELECT metric_name, sum(cnt) AS samples FROM ((SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name) UNION ALL (SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name)) AS reduced_samples GROUP BY metric_name) SELECT COALESCE(ts.metric_name, rts.metric_name, s.metric_name, rs.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __reduced_time_series_counts rts ON ts.metric_name = rts.metric_name FULL OUTER JOIN __sample_counts s ON COALESCE(ts.metric_name, rts.metric_name) = s.metric_name FULL OUTER JOIN __reduced_sample_counts rs ON COALESCE(ts.metric_name, rts.metric_name, s.metric_name) = rs.metric_name WHERE (COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ? SETTINGS join_use_nulls = 1"
-	statsOrderTimeseriesSQL              = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND metric_name IN (SELECT DISTINCT metric_name FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz')) GROUP BY metric_name), __reduced_time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __reduced_sample_counts AS (SELECT metric_name, sum(cnt) AS samples FROM ((SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name) UNION ALL (SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name)) AS reduced_samples GROUP BY metric_name) SELECT COALESCE(ts.metric_name, rts.metric_name, s.metric_name, rs.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __reduced_time_series_counts rts ON ts.metric_name = rts.metric_name FULL OUTER JOIN __sample_counts s ON COALESCE(ts.metric_name, rts.metric_name) = s.metric_name FULL OUTER JOIN __reduced_sample_counts rs ON COALESCE(ts.metric_name, rts.metric_name, s.metric_name) = rs.metric_name WHERE (COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) > 0) ORDER BY timeseries ASC, metric_name ASC LIMIT ? OFFSET ? SETTINGS join_use_nulls = 1"
-	statsWithFilterSQL                   = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name), __filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY fingerprint), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints) GROUP BY metric_name), __reduced_filtered_fingerprints AS (SELECT metric_name, fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name, fingerprint), __reduced_time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM __reduced_filtered_fingerprints GROUP BY metric_name), __reduced_sample_counts AS (SELECT metric_name, sum(cnt) AS samples FROM ((SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints) GROUP BY metric_name) UNION ALL (SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints) GROUP BY metric_name)) AS reduced_samples GROUP BY metric_name) SELECT COALESCE(ts.metric_name, rts.metric_name, s.metric_name, rs.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __reduced_time_series_counts rts ON ts.metric_name = rts.metric_name FULL OUTER JOIN __sample_counts s ON COALESCE(ts.metric_name, rts.metric_name) = s.metric_name FULL OUTER JOIN __reduced_sample_counts rs ON COALESCE(ts.metric_name, rts.metric_name, s.metric_name) = rs.metric_name WHERE (COALESCE(ts.timeseries, 0) + COALESCE(rts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) + COALESCE(rs.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ? SETTINGS join_use_nulls = 1"
-	treemapTimeseriesNoFilterSQL         = "WITH __total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ?), __metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __reduced_total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ?), __reduced_metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name) SELECT COALESCE(mt.metric_name, rmt.metric_name) AS metric_name, COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0) AS total_value, CASE WHEN (tts.total_time_series + rtts.total_time_series) = 0 THEN 0 ELSE ((COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0)) * 100.0 / (tts.total_time_series + rtts.total_time_series)) END AS percentage FROM __metric_totals mt FULL OUTER JOIN __reduced_metric_totals rmt ON mt.metric_name = rmt.metric_name JOIN __total_time_series tts ON 1=1 JOIN __reduced_total_time_series rtts ON 1=1 ORDER BY percentage DESC LIMIT ? SETTINGS join_use_nulls = 1"
-	treemapTimeseriesWithFilterSQL       = "WITH __total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ?), __metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name), __reduced_total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ?), __reduced_metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name) SELECT COALESCE(mt.metric_name, rmt.metric_name) AS metric_name, COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0) AS total_value, CASE WHEN (tts.total_time_series + rtts.total_time_series) = 0 THEN 0 ELSE ((COALESCE(mt.total_value, 0) + COALESCE(rmt.total_value, 0)) * 100.0 / (tts.total_time_series + rtts.total_time_series)) END AS percentage FROM __metric_totals mt FULL OUTER JOIN __reduced_metric_totals rmt ON mt.metric_name = rmt.metric_name JOIN __total_time_series tts ON 1=1 JOIN __reduced_total_time_series rtts ON 1=1 ORDER BY percentage DESC LIMIT ? SETTINGS join_use_nulls = 1"
-	treemapSamplesNoFilterSQL            = "WITH __metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4 WHERE NOT startsWith(metric_name, 'signoz') AND unix_milli BETWEEN ? AND ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __reduced_metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4_reduced WHERE NOT startsWith(metric_name, 'signoz') AND unix_milli BETWEEN ? AND ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) GROUP BY metric_name), __reduced_sample_counts AS (SELECT metric_name, sum(cnt) AS samples FROM ((SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates) GROUP BY metric_name) UNION ALL (SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates) GROUP BY metric_name)) AS reduced_samples GROUP BY metric_name), __total_samples AS (SELECT count(*) AS total_samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ?), __reduced_total_samples AS (SELECT sum(cnt) AS total_samples FROM ((SELECT uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ?) UNION ALL (SELECT uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ?)) AS reduced_total), __all_candidates AS (SELECT DISTINCT metric_name FROM ((SELECT metric_name FROM __metric_candidates) UNION ALL (SELECT metric_name FROM __reduced_metric_candidates)) AS candidates) SELECT ac.metric_name, COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0) AS samples, CASE WHEN (ts.total_samples + rts.total_samples) = 0 THEN 0 ELSE ((COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0)) * 100.0 / (ts.total_samples + rts.total_samples)) END AS percentage FROM __all_candidates ac LEFT JOIN __sample_counts sc ON ac.metric_name = sc.metric_name LEFT JOIN __reduced_sample_counts rsc ON ac.metric_name = rsc.metric_name JOIN __total_samples ts ON 1=1 JOIN __reduced_total_samples rts ON 1=1 ORDER BY percentage DESC LIMIT ? SETTINGS join_use_nulls = 1"
-	treemapSamplesWithFilterSQL          = "WITH __metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4 WHERE NOT startsWith(metric_name, 'signoz') AND unix_milli BETWEEN ? AND ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __reduced_metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4_reduced WHERE NOT startsWith(metric_name, 'signoz') AND unix_milli BETWEEN ? AND ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) GROUP BY fingerprint), __reduced_filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? AND metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates) GROUP BY fingerprint), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) AND fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints) GROUP BY metric_name), __reduced_sample_counts AS (SELECT metric_name, sum(cnt) AS samples FROM ((SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates) AND reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints) GROUP BY metric_name) UNION ALL (SELECT metric_name, uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __reduced_metric_candidates) AND reduced_fingerprint IN (SELECT fingerprint FROM __reduced_filtered_fingerprints) GROUP BY metric_name)) AS reduced_samples GROUP BY metric_name), __total_samples AS (SELECT count(*) AS total_samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ?), __reduced_total_samples AS (SELECT sum(cnt) AS total_samples FROM ((SELECT uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE unix_milli BETWEEN ? AND ?) UNION ALL (SELECT uniq(reduced_fingerprint, unix_milli) AS cnt FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE unix_milli BETWEEN ? AND ?)) AS reduced_total), __all_candidates AS (SELECT DISTINCT metric_name FROM ((SELECT metric_name FROM __metric_candidates) UNION ALL (SELECT metric_name FROM __reduced_metric_candidates)) AS candidates) SELECT ac.metric_name, COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0) AS samples, CASE WHEN (ts.total_samples + rts.total_samples) = 0 THEN 0 ELSE ((COALESCE(sc.samples, 0) + COALESCE(rsc.samples, 0)) * 100.0 / (ts.total_samples + rts.total_samples)) END AS percentage FROM __all_candidates ac LEFT JOIN __sample_counts sc ON ac.metric_name = sc.metric_name LEFT JOIN __reduced_sample_counts rsc ON ac.metric_name = rsc.metric_name JOIN __total_samples ts ON 1=1 JOIN __reduced_total_samples rts ON 1=1 ORDER BY percentage DESC LIMIT ? SETTINGS join_use_nulls = 1"
-
-	// Raw-only SQL produced when the metrics-reduction feature flag is OFF. These
-	// must stay byte-for-byte identical to the pre-reduction queries.
-	statsNoFilterRawSQL             = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND metric_name IN (SELECT DISTINCT metric_name FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz')) GROUP BY metric_name) SELECT COALESCE(ts.metric_name, s.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __sample_counts s ON ts.metric_name = s.metric_name WHERE (COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ?"
-	statsWithFilterRawSQL           = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name), __filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND JSONExtractString(labels, 'host.name') = ? GROUP BY fingerprint), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints) GROUP BY metric_name) SELECT COALESCE(ts.metric_name, s.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __sample_counts s ON ts.metric_name = s.metric_name WHERE (COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ?"
-	treemapTimeseriesNoFilterRawSQL = "WITH __total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ?), __metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') GROUP BY metric_name) SELECT mt.metric_name, mt.total_value, CASE WHEN tts.total_time_series = 0 THEN 0 ELSE (mt.total_value * 100.0 / tts.total_time_series) END AS percentage FROM __metric_totals mt JOIN __total_time_series tts ON 1=1 ORDER BY percentage DESC LIMIT ?"
-	treemapSamplesNoFilterRawSQL    = "WITH __metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4 WHERE NOT startsWith(metric_name, 'signoz') AND unix_milli BETWEEN ? AND ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) GROUP BY metric_name), __total_samples AS (SELECT count(*) AS total_samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ?) SELECT mc.metric_name, COALESCE(sc.samples, 0) AS samples, CASE WHEN ts.total_samples = 0 THEN 0 ELSE (COALESCE(sc.samples, 0) * 100.0 / ts.total_samples) END AS percentage FROM __metric_candidates mc LEFT JOIN __sample_counts sc ON mc.metric_name = sc.metric_name JOIN __total_samples ts ON 1=1 ORDER BY percentage DESC LIMIT ?"
+	statsNoFilterSQL                     = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? GROUP BY metric_name), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND metric_name IN (SELECT DISTINCT metric_name FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ?) GROUP BY metric_name) SELECT COALESCE(ts.metric_name, s.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __sample_counts s ON ts.metric_name = s.metric_name WHERE (COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ?"
+	statsOrderTimeseriesSQL              = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? GROUP BY metric_name), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND metric_name IN (SELECT DISTINCT metric_name FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ?) GROUP BY metric_name) SELECT COALESCE(ts.metric_name, s.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __sample_counts s ON ts.metric_name = s.metric_name WHERE (COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0) ORDER BY timeseries ASC, metric_name ASC LIMIT ? OFFSET ?"
+	statsWithFilterSQL                   = "WITH __time_series_counts AS (SELECT metric_name, uniq(fingerprint) AS timeseries FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name), __filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY fingerprint), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints) GROUP BY metric_name) SELECT COALESCE(ts.metric_name, s.metric_name) AS metric_name, COALESCE(ts.timeseries, 0) AS timeseries, COALESCE(s.samples, 0) AS samples, COUNT(*) OVER() AS total FROM __time_series_counts ts FULL OUTER JOIN __sample_counts s ON ts.metric_name = s.metric_name WHERE (COALESCE(ts.timeseries, 0) > 0 OR COALESCE(s.samples, 0) > 0) ORDER BY samples DESC, metric_name ASC LIMIT ? OFFSET ?"
+	treemapTimeseriesNoFilterSQL         = "WITH __total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND __normalized = ?), __metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? GROUP BY metric_name) SELECT mt.metric_name, mt.total_value, CASE WHEN tts.total_time_series = 0 THEN 0 ELSE (mt.total_value * 100.0 / tts.total_time_series) END AS percentage FROM __metric_totals mt JOIN __total_time_series tts ON 1=1 ORDER BY percentage DESC LIMIT ?"
+	treemapTimeseriesWithFilterSQL       = "WITH __total_time_series AS (SELECT uniq(fingerprint) AS total_time_series FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND __normalized = ?), __metric_totals AS (SELECT metric_name, uniq(fingerprint) AS total_value FROM signoz_metrics.distributed_time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name) SELECT mt.metric_name, mt.total_value, CASE WHEN tts.total_time_series = 0 THEN 0 ELSE (mt.total_value * 100.0 / tts.total_time_series) END AS percentage FROM __metric_totals mt JOIN __total_time_series tts ON 1=1 ORDER BY percentage DESC LIMIT ?"
+	treemapSamplesNoFilterSQL            = "WITH __metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4 WHERE NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND unix_milli BETWEEN ? AND ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) GROUP BY metric_name), __total_samples AS (SELECT count(*) AS total_samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ?) SELECT mc.metric_name, COALESCE(sc.samples, 0) AS samples, CASE WHEN ts.total_samples = 0 THEN 0 ELSE (COALESCE(sc.samples, 0) * 100.0 / ts.total_samples) END AS percentage FROM __metric_candidates mc LEFT JOIN __sample_counts sc ON mc.metric_name = sc.metric_name JOIN __total_samples ts ON 1=1 ORDER BY percentage DESC LIMIT ?"
+	treemapSamplesWithFilterSQL          = "WITH __metric_candidates AS (SELECT metric_name FROM signoz_metrics.distributed_time_series_v4 WHERE NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND unix_milli BETWEEN ? AND ? AND JSONExtractString(labels, 'host.name') = ? GROUP BY metric_name ORDER BY uniq(fingerprint) DESC LIMIT ?), __filtered_fingerprints AS (SELECT fingerprint FROM signoz_metrics.time_series_v4 WHERE unix_milli BETWEEN ? AND ? AND NOT startsWith(metric_name, 'signoz') AND __normalized = ? AND JSONExtractString(labels, 'host.name') = ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) GROUP BY fingerprint), __sample_counts AS (SELECT metric_name, count(*) AS samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ? AND metric_name GLOBAL IN (SELECT metric_name FROM __metric_candidates) AND fingerprint IN (SELECT fingerprint FROM __filtered_fingerprints) GROUP BY metric_name), __total_samples AS (SELECT count(*) AS total_samples FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli BETWEEN ? AND ?) SELECT mc.metric_name, COALESCE(sc.samples, 0) AS samples, CASE WHEN ts.total_samples = 0 THEN 0 ELSE (COALESCE(sc.samples, 0) * 100.0 / ts.total_samples) END AS percentage FROM __metric_candidates mc LEFT JOIN __sample_counts sc ON mc.metric_name = sc.metric_name JOIN __total_samples ts ON 1=1 ORDER BY percentage DESC LIMIT ?"
 )
 
 var testOrgID = valuer.GenerateUUID()
@@ -52,32 +43,9 @@ type statsOpt func(*metricsexplorertypes.StatsRequest)
 
 type treemapOpt func(*metricsexplorertypes.TreemapRequest)
 
-func newFlagger(t *testing.T, reductionEnabled bool) flagger.Flagger {
-	t.Helper()
-	registry := flagger.MustNewRegistry()
-	cfg := flagger.Config{}
-	if reductionEnabled {
-		cfg.Config.Boolean = map[string]bool{
-			flagger.FeatureEnableMetricsReduction.String(): true,
-		}
-	}
-	fl, err := flagger.New(
-		context.Background(),
-		instrumentationtest.New().ToProviderSettings(),
-		cfg,
-		registry,
-		configflagger.NewFactory(registry),
-	)
-	if err != nil {
-		t.Fatalf("flagger.New: %v", err)
-	}
-	return fl
-}
-
 // newTestModule builds the metricsexplorer module backed by a mocked clickhouse
-// connection, a mock metadata store, and an in-memory cache. reductionEnabled
-// toggles the metrics-reduction feature flag.
-func newTestModule(t *testing.T, matcher sqlmock.QueryMatcher, reductionEnabled bool) (metricsexplorer.Module, cmock.ClickConnMockCommon, *telemetrytypestest.MockMetadataStore) {
+// connection, a mock metadata store, and an in-memory cache.
+func newTestModule(t *testing.T, matcher sqlmock.QueryMatcher) (metricsexplorer.Module, cmock.ClickConnMockCommon, *telemetrytypestest.MockMetadataStore) {
 	t.Helper()
 
 	ts := telemetrystoretest.New(telemetrystore.Config{}, matcher)
@@ -88,7 +56,7 @@ func newTestModule(t *testing.T, matcher sqlmock.QueryMatcher, reductionEnabled
 	}
 
 	settings := instrumentationtest.New().ToProviderSettings()
-	mod := implmetricsexplorer.NewModule(ts, md, c, nil /*ruleStore*/, nil /*dashboardModule*/, newFlagger(t, reductionEnabled), settings, metricsexplorer.Config{})
+	mod := implmetricsexplorer.NewModule(ts, md, c, nil /*ruleStore*/, nil /*dashboardModule*/, settings, metricsexplorer.Config{})
 
 	return mod, ts.Mock(), md
 }
@@ -181,31 +149,27 @@ func treemapEntryRows() *cmock.Rows {
 
 func TestGetStats(t *testing.T) {
 	tests := []struct {
-		name             string
-		opts             []statsOpt
-		seedKey          string
-		queryErr         error
-		expectSQL        string
-		argCount         int
-		reductionEnabled bool
-		noQuery          bool // SQL never reaches clickhouse (validation/build error)
-		wantCode         errors.Code
+		name      string
+		opts      []statsOpt
+		seedKey   string
+		queryErr  error
+		expectSQL string
+		argCount  int
+		noQuery   bool // SQL never reaches clickhouse (validation/build error)
+		wantCode  errors.Code
 	}{
-		{name: "NoFilter_FastPathSQL", expectSQL: statsNoFilterSQL, argCount: 14, reductionEnabled: true},
-		{name: "WhitespaceFilter_FastPathSQL", opts: []statsOpt{withStatsFilter("   ")}, expectSQL: statsNoFilterSQL, argCount: 14, reductionEnabled: true},
-		{name: "WithFilter_FingerprintSQL", opts: []statsOpt{withStatsFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: statsWithFilterSQL, argCount: 17, reductionEnabled: true},
-		{name: "OrderByTimeseriesAsc", opts: []statsOpt{withStatsOrderBy("timeseries", qbtypes.OrderDirectionAsc)}, expectSQL: statsOrderTimeseriesSQL, argCount: 14, reductionEnabled: true},
+		{name: "NoFilter_FastPathSQL", expectSQL: statsNoFilterSQL, argCount: 10},
+		{name: "WhitespaceFilter_FastPathSQL", opts: []statsOpt{withStatsFilter("   ")}, expectSQL: statsNoFilterSQL, argCount: 10},
+		{name: "WithFilter_FingerprintSQL", opts: []statsOpt{withStatsFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: statsWithFilterSQL, argCount: 12},
+		{name: "OrderByTimeseriesAsc", opts: []statsOpt{withStatsOrderBy("timeseries", qbtypes.OrderDirectionAsc)}, expectSQL: statsOrderTimeseriesSQL, argCount: 10},
 		{name: "OrderByInvalid", opts: []statsOpt{withStatsOrderBy("nonsense", qbtypes.OrderDirectionAsc)}, noQuery: true, wantCode: errors.CodeInvalidInput},
-		{name: "QueryError", queryErr: assert.AnError, expectSQL: statsNoFilterSQL, argCount: 14, reductionEnabled: true, wantCode: errors.CodeInternal},
+		{name: "QueryError", queryErr: assert.AnError, expectSQL: statsNoFilterSQL, argCount: 10, wantCode: errors.CodeInternal},
 		{name: "InvalidRequest_Limit", opts: []statsOpt{withStatsLimit(0)}, noQuery: true, wantCode: errors.CodeInvalidInput},
-		// reduction off
-		{name: "ReductionOff_NoFilter_RawSQL", expectSQL: statsNoFilterRawSQL, argCount: 8},
-		{name: "ReductionOff_WithFilter_RawSQL", opts: []statsOpt{withStatsFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: statsWithFilterRawSQL, argCount: 10},
 	}
 
 	for _, tc := range tests {
 		t.Run(tc.name, func(t *testing.T) {
-			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp, tc.reductionEnabled)
+			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp)
 			if tc.seedKey != "" {
 				seedFilterKey(md, tc.seedKey)
 			}
@@ -238,38 +202,34 @@ func TestGetTreemap(t *testing.T) {
 	}
 
 	tests := []struct {
-		name             string
-		mode             metricsexplorertypes.TreemapMode
-		opts             []treemapOpt
-		seedKey          string
-		queryErr         error
-		expectSQL        string
-		argCount         int
-		reductionEnabled bool
-		rows             *cmock.Rows
-		wantSamples      []metricsexplorertypes.TreemapEntry
-		wantTS           []metricsexplorertypes.TreemapEntry
-		noQuery          bool
-		wantCode         errors.Code
-		wantErr          bool
+		name        string
+		mode        metricsexplorertypes.TreemapMode
+		opts        []treemapOpt
+		seedKey     string
+		queryErr    error
+		expectSQL   string
+		argCount    int
+		rows        *cmock.Rows
+		wantSamples []metricsexplorertypes.TreemapEntry
+		wantTS      []metricsexplorertypes.TreemapEntry
+		noQuery     bool
+		wantCode    errors.Code
+		wantErr     bool
 	}{
-		{name: "TimeSeries_NoFilter_SQL", mode: metricsexplorertypes.TreemapModeTimeSeries, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 9, reductionEnabled: true},
-		{name: "TimeSeries_WithFilter_SQL", mode: metricsexplorertypes.TreemapModeTimeSeries, opts: []treemapOpt{withTreemapFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: treemapTimeseriesWithFilterSQL, argCount: 11, reductionEnabled: true},
-		{name: "TimeSeries_ScansEntries", mode: metricsexplorertypes.TreemapModeTimeSeries, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 9, reductionEnabled: true, rows: treemapEntryRows(), wantTS: wantEntries},
-		{name: "Samples_NoFilter_SQL", mode: metricsexplorertypes.TreemapModeSamples, expectSQL: treemapSamplesNoFilterSQL, argCount: 19, reductionEnabled: true},
-		{name: "Samples_WithFilter_SQL", mode: metricsexplorertypes.TreemapModeSamples, opts: []treemapOpt{withTreemapFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: treemapSamplesWithFilterSQL, argCount: 27, reductionEnabled: true},
-		{name: "Samples_ScansEntries", mode: metricsexplorertypes.TreemapModeSamples, expectSQL: treemapSamplesNoFilterSQL, argCount: 19, reductionEnabled: true, rows: treemapEntryRows(), wantSamples: wantEntries},
+		{name: "TimeSeries_NoFilter_SQL", mode: metricsexplorertypes.TreemapModeTimeSeries, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 7},
+		{name: "TimeSeries_WithFilter_SQL", mode: metricsexplorertypes.TreemapModeTimeSeries, opts: []treemapOpt{withTreemapFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: treemapTimeseriesWithFilterSQL, argCount: 8},
+		{name: "TimeSeries_ScansEntries", mode: metricsexplorertypes.TreemapModeTimeSeries, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 7, rows: treemapEntryRows(), wantTS: wantEntries},
+		{name: "Samples_NoFilter_SQL", mode: metricsexplorertypes.TreemapModeSamples, expectSQL: treemapSamplesNoFilterSQL, argCount: 9},
+		{name: "Samples_WithFilter_SQL", mode: metricsexplorertypes.TreemapModeSamples, opts: []treemapOpt{withTreemapFilter("host.name = 'foo'")}, seedKey: "host.name", expectSQL: treemapSamplesWithFilterSQL, argCount: 14},
+		{name: "Samples_ScansEntries", mode: metricsexplorertypes.TreemapModeSamples, expectSQL: treemapSamplesNoFilterSQL, argCount: 9, rows: treemapEntryRows(), wantSamples: wantEntries},
 		{name: "FilterBuildError", mode: metricsexplorertypes.TreemapModeTimeSeries, opts: []treemapOpt{withTreemapFilter("host.name =")}, noQuery: true, wantErr: true},
-		{name: "QueryError", mode: metricsexplorertypes.TreemapModeTimeSeries, queryErr: assert.AnError, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 7, reductionEnabled: true, wantCode: errors.CodeInternal},
+		{name: "QueryError", mode: metricsexplorertypes.TreemapModeTimeSeries, queryErr: assert.AnError, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 7, wantCode: errors.CodeInternal},
 		{name: "InvalidMode", mode: metricsexplorertypes.TreemapMode{}, noQuery: true, wantCode: errors.CodeInvalidInput},
-		// reduction off
-		{name: "ReductionOff_TimeSeries_NoFilter_RawSQL", mode: metricsexplorertypes.TreemapModeTimeSeries, expectSQL: treemapTimeseriesNoFilterRawSQL, argCount: 5},
-		{name: "ReductionOff_Samples_NoFilter_RawSQL", mode: metricsexplorertypes.TreemapModeSamples, expectSQL: treemapSamplesNoFilterRawSQL, argCount: 8},
 	}
 
 	for _, tc := range tests {
 		t.Run(tc.name, func(t *testing.T) {
-			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp, tc.reductionEnabled)
+			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp)
 			if tc.seedKey != "" {
 				seedFilterKey(md, tc.seedKey)
 			}

pkg/querier/querier.go

@@ -413,7 +413,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 
 	// Classify each missing metric: never-seen -> warning with empty result;
 	// seen-but-no-data-in-window -> dormant warning.
-	lastSeenInfo, _ := q.metadataStore.FetchLastSeenInfoMulti(ctx, orgID, externalMissingMetrics...)
+	lastSeenInfo, _ := q.metadataStore.FetchLastSeenInfoMulti(ctx, externalMissingMetrics...)
 	var nonExistentMetrics []string
 	var dormantMetrics []string
 	for _, name := range externalMissingMetrics {

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

@@ -17,13 +17,11 @@ import (
 
 	"github.com/uptrace/bun"
 
-	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/prometheus"
 	"github.com/SigNoz/signoz/pkg/sqlstore"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
-	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	"github.com/SigNoz/signoz/pkg/types/retentiontypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -99,8 +97,6 @@ const (
 	signozTSLocalTableNameV41Week = "time_series_v4_1week"
 	signozTSTableNameV41Week      = "distributed_time_series_v4_1week"
 
-	signozTSTableNameV4Reduced = "distributed_time_series_v4_reduced"
-
 	signozTableAttributesMetadata      = "distributed_attributes_metadata"
 	signozLocalTableAttributesMetadata = "attributes_metadata"
 
@@ -166,8 +162,6 @@ type ClickHouseReader struct {
 	cache         cache.Cache
 	metadataDB    string
 	metadataTable string
-
-	fl flagger.Flagger
 }
 
 // NewTraceReader returns a TraceReader for the database
@@ -178,7 +172,6 @@ func NewReader(
 	prometheus prometheus.Prometheus,
 	cluster string,
 	cache cache.Cache,
-	fl flagger.Flagger,
 	options *Options,
 ) *ClickHouseReader {
 	if options == nil {
@@ -228,7 +221,6 @@ func NewReader(
 		cache:                    cache,
 		metadataDB:               options.primary.MetadataDB,
 		metadataTable:            options.primary.MetadataTable,
-		fl:                       fl,
 	}
 }
 
@@ -2961,33 +2953,23 @@ func (r *ClickHouseReader) GetMetricAggregateAttributes(ctx context.Context, org
 		instrumentationtypes.CodeFunctionName: "GetMetricAggregateAttributes",
 	})
 	var response v3.AggregateAttributeResponse
-
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-	// Query all relevant metric names from time_series_v4, but leave metadata retrieval to cache/db.
-	var query string
-	if reductionEnabled {
-		query = fmt.Sprintf(
-			`SELECT DISTINCT metric_name FROM (
-				SELECT metric_name FROM %s.%s WHERE metric_name ILIKE $1
-				UNION ALL
-				SELECT metric_name FROM %s.%s WHERE metric_name ILIKE $1
-			 )`,
-			signozMetricDBName, signozTSTableNameV41Day,
-			signozMetricDBName, signozTSTableNameV4Reduced)
-	} else {
-		query = fmt.Sprintf(
-			`SELECT DISTINCT metric_name
-			 FROM %s.%s
-			 WHERE metric_name ILIKE $1`,
-			signozMetricDBName, signozTSTableNameV41Day)
+	normalized := true
+	if constants.IsDotMetricsEnabled {
+		normalized = false
 	}
 
+	// Query all relevant metric names from time_series_v4, but leave metadata retrieval to cache/db
+	query := fmt.Sprintf(
+		`SELECT DISTINCT metric_name
+		 FROM %s.%s
+		 WHERE metric_name ILIKE $1 AND __normalized = $2`,
+		signozMetricDBName, signozTSTableNameV41Day)
+
 	if req.Limit != 0 {
 		query = query + fmt.Sprintf(" LIMIT %d;", req.Limit)
 	}
 
-	rows, err := r.db.Query(ctx, query, fmt.Sprintf("%%%s%%", req.SearchText))
+	rows, err := r.db.Query(ctx, query, fmt.Sprintf("%%%s%%", req.SearchText), normalized)
 	if err != nil {
 		r.logger.Error("Error while querying metric names", errorsV2.Attr(err))
 		return nil, fmt.Errorf("error while executing metric name query: %s", err.Error())
@@ -3100,7 +3082,7 @@ func (r *ClickHouseReader) GetMeterAggregateAttributes(ctx context.Context, orgI
 	return &response, nil
 }
 
-func (r *ClickHouseReader) GetMetricAttributeKeys(ctx context.Context, orgID valuer.UUID, req *v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
+func (r *ClickHouseReader) GetMetricAttributeKeys(ctx context.Context, req *v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
 	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
 		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
 		instrumentationtypes.CodeNamespace:    "clickhouse-reader",
@@ -3111,18 +3093,17 @@ func (r *ClickHouseReader) GetMetricAttributeKeys(ctx context.Context, orgID val
 	var rows driver.Rows
 	var response v3.FilterAttributeKeyResponse
 
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
+	normalized := true
+	if constants.IsDotMetricsEnabled {
+		normalized = false
+	}
 
 	// skips the internal attributes i.e attributes starting with __
-	if reductionEnabled {
-		query = fmt.Sprintf("SELECT arrayJoin(tagKeys) AS distinctTagKey FROM (SELECT JSONExtractKeys(labels) AS tagKeys FROM %s.%s WHERE metric_name=$1 AND unix_milli >= $2 GROUP BY tagKeys UNION ALL SELECT JSONExtractKeys(labels) AS tagKeys FROM %s.%s WHERE metric_name=$1 AND unix_milli >= $2 GROUP BY tagKeys) WHERE distinctTagKey ILIKE $3 AND distinctTagKey NOT LIKE '\\_\\_%%' GROUP BY distinctTagKey", signozMetricDBName, signozTSTableNameV41Day, signozMetricDBName, signozTSTableNameV4Reduced)
-	} else {
-		query = fmt.Sprintf("SELECT arrayJoin(tagKeys) AS distinctTagKey FROM (SELECT JSONExtractKeys(labels) AS tagKeys FROM %s.%s WHERE metric_name=$1 AND unix_milli >= $2 GROUP BY tagKeys) WHERE distinctTagKey ILIKE $3 AND distinctTagKey NOT LIKE '\\_\\_%%' GROUP BY distinctTagKey", signozMetricDBName, signozTSTableNameV41Day)
-	}
+	query = fmt.Sprintf("SELECT arrayJoin(tagKeys) AS distinctTagKey FROM (SELECT JSONExtractKeys(labels) AS tagKeys FROM %s.%s WHERE metric_name=$1 AND unix_milli >= $2 AND __normalized = $3 GROUP BY tagKeys) WHERE distinctTagKey ILIKE $4 AND distinctTagKey NOT LIKE '\\_\\_%%' GROUP BY distinctTagKey", signozMetricDBName, signozTSTableNameV41Day)
 	if req.Limit != 0 {
 		query = query + fmt.Sprintf(" LIMIT %d;", req.Limit)
 	}
-	rows, err = r.db.Query(ctx, query, req.AggregateAttribute, common.PastDayRoundOff(), fmt.Sprintf("%%%s%%", req.SearchText))
+	rows, err = r.db.Query(ctx, query, req.AggregateAttribute, common.PastDayRoundOff(), normalized, fmt.Sprintf("%%%s%%", req.SearchText))
 	if err != nil {
 		r.logger.Error("Error while executing query", errorsV2.Attr(err))
 		return nil, fmt.Errorf("error while executing query: %s", err.Error())
@@ -3186,7 +3167,7 @@ func (r *ClickHouseReader) GetMeterAttributeKeys(ctx context.Context, req *v3.Fi
 	return &response, nil
 }
 
-func (r *ClickHouseReader) GetMetricAttributeValues(ctx context.Context, orgID valuer.UUID, req *v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
+func (r *ClickHouseReader) GetMetricAttributeValues(ctx context.Context, req *v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
 
 	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
 		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
@@ -3203,20 +3184,14 @@ func (r *ClickHouseReader) GetMetricAttributeValues(ctx context.Context, orgID v
 		normalized = false
 	}
 
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-	if reductionEnabled {
-		query = fmt.Sprintf("SELECT tagValue FROM (SELECT JSONExtractString(labels, $1) AS tagValue FROM %s.%s WHERE metric_name IN $2 AND JSONExtractString(labels, $3) ILIKE $4 AND unix_milli >= $5 UNION ALL SELECT JSONExtractString(labels, $1) AS tagValue FROM %s.%s WHERE metric_name IN $2 AND JSONExtractString(labels, $3) ILIKE $4 AND unix_milli >= $5) GROUP BY tagValue", signozMetricDBName, signozTSTableNameV41Day, signozMetricDBName, signozTSTableNameV4Reduced)
-	} else {
-		query = fmt.Sprintf("SELECT JSONExtractString(labels, $1) AS tagValue FROM %s.%s WHERE metric_name IN $2 AND JSONExtractString(labels, $3) ILIKE $4 AND unix_milli >= $5 GROUP BY tagValue", signozMetricDBName, signozTSTableNameV41Day)
-	}
+	query = fmt.Sprintf("SELECT JSONExtractString(labels, $1) AS tagValue FROM %s.%s WHERE metric_name IN $2 AND JSONExtractString(labels, $3) ILIKE $4 AND unix_milli >= $5 AND __normalized=$6 GROUP BY tagValue", signozMetricDBName, signozTSTableNameV41Day)
 	if req.Limit != 0 {
 		query = query + fmt.Sprintf(" LIMIT %d;", req.Limit)
 	}
 	names := []string{req.AggregateAttribute}
 	names = append(names, metrics.GetTransitionedMetric(req.AggregateAttribute, normalized))
 
-	rows, err = r.db.Query(ctx, query, req.FilterAttributeKey, names, req.FilterAttributeKey, fmt.Sprintf("%%%s%%", req.SearchText), common.PastDayRoundOff())
+	rows, err = r.db.Query(ctx, query, req.FilterAttributeKey, names, req.FilterAttributeKey, fmt.Sprintf("%%%s%%", req.SearchText), common.PastDayRoundOff(), normalized)
 
 	if err != nil {
 		r.logger.Error("Error while executing query", errorsV2.Attr(err))
@@ -3280,31 +3255,7 @@ func (r *ClickHouseReader) GetMetricMetadata(ctx context.Context, orgID valuer.U
 	// 2. Only for Histograms, get `le` buckets
 	var leFloat64 []float64
 	if metricType == string(v3.MetricTypeHistogram) {
-		reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-		var query string
-		if reductionEnabled {
-			// `le` is a protected label that survives reduction
-			query = fmt.Sprintf(`
-				SELECT le FROM (
-					SELECT JSONExtractString(labels, 'le') AS le
-					FROM %s.%s
-					WHERE metric_name = $1
-						AND unix_milli >= $2
-						AND type = 'Histogram'
-						AND (JSONExtractString(labels, 'service_name') = $3 OR JSONExtractString(labels, 'service.name') = $4)
-					UNION ALL
-					SELECT JSONExtractString(labels, 'le') AS le
-					FROM %s.%s
-					WHERE metric_name = $1
-						AND unix_milli >= $2
-						AND type = 'Histogram'
-						AND (JSONExtractString(labels, 'service_name') = $3 OR JSONExtractString(labels, 'service.name') = $4)
-				)
-				GROUP BY le
-				ORDER BY le`, signozMetricDBName, signozTSTableNameV41Day, signozMetricDBName, signozTSTableNameV4Reduced)
-		} else {
-			query = fmt.Sprintf(`
+		query := fmt.Sprintf(`
 			SELECT JSONExtractString(labels, 'le') AS le
 			FROM %s.%s
 			WHERE metric_name = $1
@@ -3313,7 +3264,6 @@ func (r *ClickHouseReader) GetMetricMetadata(ctx context.Context, orgID valuer.U
 				AND (JSONExtractString(labels, 'service_name') = $3 OR JSONExtractString(labels, 'service.name') = $4)
 			GROUP BY le
 			ORDER BY le`, signozMetricDBName, signozTSTableNameV41Day)
-		}
 
 		rows, err := r.db.Query(ctx, query, metricName, unixMilli, serviceName, serviceName)
 		if err != nil {
@@ -3402,7 +3352,7 @@ func (r *ClickHouseReader) GetActiveHostsFromMetricMetadata(ctx context.Context,
 }
 
 func (r *ClickHouseReader) GetLatestReceivedMetric(
-	ctx context.Context, orgID valuer.UUID, metricNames []string, labelValues map[string]string,
+	ctx context.Context, metricNames []string, labelValues map[string]string,
 ) (*model.MetricStatus, *model.ApiError) {
 	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
 		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
@@ -3425,11 +3375,13 @@ func (r *ClickHouseReader) GetLatestReceivedMetric(
 		fmt.Sprintf(`metric_name in (%s)`, commaSeparatedMetricNames),
 	}
 
-	for label, val := range labelValues {
-		whereClauseParts = append(
-			whereClauseParts,
-			fmt.Sprintf(`JSONExtractString(labels, '%s') = '%s'`, label, val),
-		)
+	if labelValues != nil {
+		for label, val := range labelValues {
+			whereClauseParts = append(
+				whereClauseParts,
+				fmt.Sprintf(`JSONExtractString(labels, '%s') = '%s'`, label, val),
+			)
+		}
 	}
 
 	if len(whereClauseParts) < 1 {
@@ -3438,32 +3390,14 @@ func (r *ClickHouseReader) GetLatestReceivedMetric(
 
 	whereClause := strings.Join(whereClauseParts, " AND ")
 
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-	var query string
-	if reductionEnabled {
-		query = fmt.Sprintf(`
-		SELECT metric_name, anyLast(labels), max(unix_milli)
-		from (
-			SELECT metric_name, labels, unix_milli FROM %s.%s WHERE %s
-			UNION ALL
-			SELECT metric_name, labels, unix_milli FROM %s.%s WHERE %s
-		)
-		group by metric_name
-		limit 1
-		`, signozMetricDBName, signozTSTableNameV4, whereClause,
-			signozMetricDBName, signozTSTableNameV4Reduced, whereClause,
-		)
-	} else {
-		query = fmt.Sprintf(`
+	query := fmt.Sprintf(`
 		SELECT metric_name, anyLast(labels), max(unix_milli)
 		from %s.%s
 		where %s
 		group by metric_name
 		limit 1
 		`, signozMetricDBName, signozTSTableNameV4, whereClause,
-		)
-	}
+	)
 
 	rows, err := r.db.Query(ctx, query)
 	if err != nil {
@@ -5118,7 +5052,7 @@ func (r *ClickHouseReader) UpdateMetricsMetadata(ctx context.Context, orgID valu
 	})
 	if req.MetricType == v3.MetricTypeHistogram {
 		labels := []string{"le"}
-		hasLabels, apiError := r.CheckForLabelsInMetric(ctx, orgID, req.MetricName, labels)
+		hasLabels, apiError := r.CheckForLabelsInMetric(ctx, req.MetricName, labels)
 		if apiError != nil {
 			return apiError
 		}
@@ -5132,7 +5066,7 @@ func (r *ClickHouseReader) UpdateMetricsMetadata(ctx context.Context, orgID valu
 
 	if req.MetricType == v3.MetricTypeSummary {
 		labels := []string{"quantile"}
-		hasLabels, apiError := r.CheckForLabelsInMetric(ctx, orgID, req.MetricName, labels)
+		hasLabels, apiError := r.CheckForLabelsInMetric(ctx, req.MetricName, labels)
 		if apiError != nil {
 			return apiError
 		}
@@ -5159,7 +5093,7 @@ VALUES ( ?, ?, ?, ?, ?, ?, ?);`, signozMetricDBName, signozUpdatedMetricsMetadat
 	return nil
 }
 
-func (r *ClickHouseReader) CheckForLabelsInMetric(ctx context.Context, orgID valuer.UUID, metricName string, labels []string) (bool, *model.ApiError) {
+func (r *ClickHouseReader) CheckForLabelsInMetric(ctx context.Context, metricName string, labels []string) (bool, *model.ApiError) {
 	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
 		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
 		instrumentationtypes.CodeNamespace:    "clickhouse-reader",
@@ -5174,39 +5108,16 @@ func (r *ClickHouseReader) CheckForLabelsInMetric(ctx context.Context, orgID val
 		conditions += " AND JSONHas(labels, ?) = 1"
 	}
 
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-	var query string
-	var args []interface{}
-	if reductionEnabled {
-		query = fmt.Sprintf(`
-        SELECT count(*) > 0 as has_le
-        FROM (
-            SELECT 1 FROM %s.%s WHERE %s
-            UNION ALL
-            SELECT 1 FROM %s.%s WHERE %s
-        )
-        LIMIT 1`, signozMetricDBName, signozTSTableNameV41Day, conditions, signozMetricDBName, signozTSTableNameV4Reduced, conditions)
-
-		args = make([]interface{}, 0, (len(labels)+1)*2)
-		for i := 0; i < 2; i++ {
-			args = append(args, metricName)
-			for _, label := range labels {
-				args = append(args, label)
-			}
-		}
-	} else {
-		query = fmt.Sprintf(`
+	query := fmt.Sprintf(`
         SELECT count(*) > 0 as has_le
         FROM %s.%s
         WHERE %s
         LIMIT 1`, signozMetricDBName, signozTSTableNameV41Day, conditions)
 
-		args = make([]interface{}, 0, len(labels)+1)
-		args = append(args, metricName)
-		for _, label := range labels {
-			args = append(args, label)
-		}
+	args := make([]interface{}, 0, len(labels)+1)
+	args = append(args, metricName)
+	for _, label := range labels {
+		args = append(args, label)
 	}
 
 	var hasLE bool
@@ -5300,20 +5211,9 @@ func (r *ClickHouseReader) GetUpdatedMetricsMetadata(ctx context.Context, orgID
 	// 3. Fallback: Try time_series_v4_1week table
 	if len(stillMissing) > 0 {
 		metricList := "'" + strings.Join(stillMissing, "', '") + "'"
-		reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-		var query string
-		if reductionEnabled {
-			query = fmt.Sprintf(`SELECT DISTINCT metric_name, type, description, temporality, is_monotonic, unit
-			FROM (
-				SELECT metric_name, type, description, temporality, is_monotonic, unit FROM %s.%s WHERE metric_name IN (%s)
-				UNION ALL
-				SELECT metric_name, type, description, temporality, is_monotonic, unit FROM %s.%s WHERE metric_name IN (%s)
-			)`, signozMetricDBName, signozTSTableNameV4, metricList, signozMetricDBName, signozTSTableNameV4Reduced, metricList)
-		} else {
-			query = fmt.Sprintf(`SELECT DISTINCT metric_name, type, description, temporality, is_monotonic, unit
+		query := fmt.Sprintf(`SELECT DISTINCT metric_name, type, description, temporality, is_monotonic, unit
 			FROM %s.%s
 			WHERE metric_name IN (%s)`, signozMetricDBName, signozTSTableNameV4, metricList)
-		}
 		valueCtx := context.WithValue(ctx, "clickhouse_max_threads", constants.MetricsExplorerClickhouseThreads)
 		rows, err := r.db.Query(valueCtx, query)
 		if err != nil {
@@ -5492,30 +5392,13 @@ func (r *ClickHouseReader) GetNormalizedStatus(
 
 	placeholders := "'" + strings.Join(uncached, "', '") + "'"
 
-	reductionEnabled := r.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
-	var q string
-	if reductionEnabled {
-		q = fmt.Sprintf(
-			`SELECT metric_name, toUInt8(__normalized)
-           FROM (
-               SELECT metric_name, __normalized FROM %s.%s WHERE metric_name IN (%s)
-               UNION ALL
-               SELECT metric_name, __normalized FROM %s.%s WHERE metric_name IN (%s)
-           )
-          GROUP BY metric_name, __normalized`,
-			signozMetricDBName, signozTSTableNameV41Day, placeholders,
-			signozMetricDBName, signozTSTableNameV4Reduced, placeholders,
-		)
-	} else {
-		q = fmt.Sprintf(
-			`SELECT metric_name, toUInt8(__normalized)
+	q := fmt.Sprintf(
+		`SELECT metric_name, toUInt8(__normalized)
            FROM %s.%s
           WHERE metric_name IN (%s)
           GROUP BY metric_name, __normalized`,
-			signozMetricDBName, signozTSTableNameV41Day, placeholders,
-		)
-	}
+		signozMetricDBName, signozTSTableNameV41Day, placeholders,
+	)
 
 	rows, err := r.db.Query(ctx, q)
 	if err != nil {

pkg/query-service/app/http_handler.go

@@ -3045,7 +3045,7 @@ func (aH *APIHandler) calculateConnectionStatus(
 		}
 
 		statusForLastReceivedMetric, apiErr := aH.reader.GetLatestReceivedMetric(
-			ctx, orgID, connectionTests.Metrics, nil,
+			ctx, connectionTests.Metrics, nil,
 		)
 
 		resultLock.Lock()
@@ -3514,16 +3514,9 @@ func (aH *APIHandler) autoCompleteAttributeKeys(w http.ResponseWriter, r *http.R
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		aH.HandleError(w, err, http.StatusInternalServerError)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
 	switch req.DataSource {
 	case v3.DataSourceMetrics:
-		response, err = aH.reader.GetMetricAttributeKeys(r.Context(), orgID, req)
+		response, err = aH.reader.GetMetricAttributeKeys(r.Context(), req)
 	case v3.DataSourceMeter:
 		response, err = aH.reader.GetMeterAttributeKeys(r.Context(), req)
 	case v3.DataSourceLogs:
@@ -3552,16 +3545,9 @@ func (aH *APIHandler) autoCompleteAttributeValues(w http.ResponseWriter, r *http
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		aH.HandleError(w, err, http.StatusInternalServerError)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
 	switch req.DataSource {
 	case v3.DataSourceMetrics:
-		response, err = aH.reader.GetMetricAttributeValues(r.Context(), orgID, req)
+		response, err = aH.reader.GetMetricAttributeValues(r.Context(), req)
 	case v3.DataSourceLogs:
 		response, err = aH.reader.GetLogAttributeValues(r.Context(), req)
 	case v3.DataSourceTraces:
@@ -3588,16 +3574,9 @@ func (aH *APIHandler) autoCompleteAttributeValuesPost(w http.ResponseWriter, r *
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		aH.HandleError(w, err, http.StatusInternalServerError)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
 	switch req.DataSource {
 	case v3.DataSourceMetrics:
-		response, err = aH.reader.GetMetricAttributeValues(r.Context(), orgID, req)
+		response, err = aH.reader.GetMetricAttributeValues(r.Context(), req)
 	case v3.DataSourceLogs:
 		response, err = aH.reader.GetLogAttributeValues(r.Context(), req)
 	case v3.DataSourceTraces:

pkg/query-service/app/infra.go

@@ -20,14 +20,7 @@ func (aH *APIHandler) getHostAttributeKeys(w http.ResponseWriter, r *http.Reques
 	}
 
 	// get attribute keys
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.hostsRepo.GetHostAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.hostsRepo.GetHostAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -48,14 +41,7 @@ func (aH *APIHandler) getHostAttributeValues(w http.ResponseWriter, r *http.Requ
 	}
 
 	// get attribute values
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.hostsRepo.GetHostAttributeValues(ctx, orgID, *req)
+	values, err := aH.hostsRepo.GetHostAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -105,14 +91,7 @@ func (aH *APIHandler) getProcessAttributeKeys(w http.ResponseWriter, r *http.Req
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.processesRepo.GetProcessAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.processesRepo.GetProcessAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -129,14 +108,7 @@ func (aH *APIHandler) getProcessAttributeValues(w http.ResponseWriter, r *http.R
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.processesRepo.GetProcessAttributeValues(ctx, orgID, *req)
+	values, err := aH.processesRepo.GetProcessAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -182,14 +154,7 @@ func (aH *APIHandler) getPodAttributeKeys(w http.ResponseWriter, r *http.Request
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.podsRepo.GetPodAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.podsRepo.GetPodAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -206,14 +171,7 @@ func (aH *APIHandler) getPodAttributeValues(w http.ResponseWriter, r *http.Reque
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.podsRepo.GetPodAttributeValues(ctx, orgID, *req)
+	values, err := aH.podsRepo.GetPodAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -259,14 +217,7 @@ func (aH *APIHandler) getNodeAttributeKeys(w http.ResponseWriter, r *http.Reques
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.nodesRepo.GetNodeAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.nodesRepo.GetNodeAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -283,14 +234,7 @@ func (aH *APIHandler) getNodeAttributeValues(w http.ResponseWriter, r *http.Requ
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.nodesRepo.GetNodeAttributeValues(ctx, orgID, *req)
+	values, err := aH.nodesRepo.GetNodeAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -353,14 +297,7 @@ func (aH *APIHandler) getNamespaceAttributeValues(w http.ResponseWriter, r *http
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.namespacesRepo.GetNamespaceAttributeValues(ctx, orgID, *req)
+	values, err := aH.namespacesRepo.GetNamespaceAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -406,14 +343,7 @@ func (aH *APIHandler) getClusterAttributeKeys(w http.ResponseWriter, r *http.Req
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.clustersRepo.GetClusterAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.clustersRepo.GetClusterAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -430,14 +360,7 @@ func (aH *APIHandler) getClusterAttributeValues(w http.ResponseWriter, r *http.R
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.clustersRepo.GetClusterAttributeValues(ctx, orgID, *req)
+	values, err := aH.clustersRepo.GetClusterAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -483,14 +406,7 @@ func (aH *APIHandler) getDeploymentAttributeKeys(w http.ResponseWriter, r *http.
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.deploymentsRepo.GetDeploymentAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.deploymentsRepo.GetDeploymentAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -507,14 +423,7 @@ func (aH *APIHandler) getDeploymentAttributeValues(w http.ResponseWriter, r *htt
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.deploymentsRepo.GetDeploymentAttributeValues(ctx, orgID, *req)
+	values, err := aH.deploymentsRepo.GetDeploymentAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -560,14 +469,7 @@ func (aH *APIHandler) getDaemonSetAttributeKeys(w http.ResponseWriter, r *http.R
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.daemonsetsRepo.GetDaemonSetAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.daemonsetsRepo.GetDaemonSetAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -584,14 +486,7 @@ func (aH *APIHandler) getDaemonSetAttributeValues(w http.ResponseWriter, r *http
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.daemonsetsRepo.GetDaemonSetAttributeValues(ctx, orgID, *req)
+	values, err := aH.daemonsetsRepo.GetDaemonSetAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -637,14 +532,7 @@ func (aH *APIHandler) getStatefulSetAttributeKeys(w http.ResponseWriter, r *http
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.statefulsetsRepo.GetStatefulSetAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.statefulsetsRepo.GetStatefulSetAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -661,14 +549,7 @@ func (aH *APIHandler) getStatefulSetAttributeValues(w http.ResponseWriter, r *ht
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.statefulsetsRepo.GetStatefulSetAttributeValues(ctx, orgID, *req)
+	values, err := aH.statefulsetsRepo.GetStatefulSetAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -714,14 +595,7 @@ func (aH *APIHandler) getJobAttributeKeys(w http.ResponseWriter, r *http.Request
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.jobsRepo.GetJobAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.jobsRepo.GetJobAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -737,14 +611,7 @@ func (aH *APIHandler) getJobAttributeValues(w http.ResponseWriter, r *http.Reque
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.jobsRepo.GetJobAttributeValues(ctx, orgID, *req)
+	values, err := aH.jobsRepo.GetJobAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -818,14 +685,7 @@ func (aH *APIHandler) getPvcAttributeKeys(w http.ResponseWriter, r *http.Request
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	keys, err := aH.pvcsRepo.GetPvcAttributeKeys(ctx, orgID, *req)
+	keys, err := aH.pvcsRepo.GetPvcAttributeKeys(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return
@@ -842,14 +702,7 @@ func (aH *APIHandler) getPvcAttributeValues(w http.ResponseWriter, r *http.Reque
 		return
 	}
 
-	claims, err := authtypes.ClaimsFromContext(r.Context())
-	if err != nil {
-		render.Error(w, err)
-		return
-	}
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	values, err := aH.pvcsRepo.GetPvcAttributeValues(ctx, orgID, *req)
+	values, err := aH.pvcsRepo.GetPvcAttributeValues(ctx, *req)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
 		return

pkg/query-service/app/inframetrics/clusters.go

@@ -43,14 +43,14 @@ func NewClustersRepo(reader interfaces.Reader, querierV2 interfaces.Querier) *Cl
 	return &ClustersRepo{reader: reader, querierV2: querierV2}
 }
 
-func (n *ClustersRepo) GetClusterAttributeKeys(ctx context.Context, orgID valuer.UUID, req v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
+func (n *ClustersRepo) GetClusterAttributeKeys(ctx context.Context, req v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
 	req.DataSource = v3.DataSourceMetrics
 	req.AggregateAttribute = metricToUseForClusters
 	if req.Limit == 0 {
 		req.Limit = 50
 	}
 
-	attributeKeysResponse, err := n.reader.GetMetricAttributeKeys(ctx, orgID, &req)
+	attributeKeysResponse, err := n.reader.GetMetricAttributeKeys(ctx, &req)
 	if err != nil {
 		return nil, err
 	}
@@ -58,14 +58,14 @@ func (n *ClustersRepo) GetClusterAttributeKeys(ctx context.Context, orgID valuer
 	return attributeKeysResponse, nil
 }
 
-func (n *ClustersRepo) GetClusterAttributeValues(ctx context.Context, orgID valuer.UUID, req v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
+func (n *ClustersRepo) GetClusterAttributeValues(ctx context.Context, req v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
 	req.DataSource = v3.DataSourceMetrics
 	req.AggregateAttribute = metricToUseForClusters
 	if req.Limit == 0 {
 		req.Limit = 50
 	}
 
-	attributeValuesResponse, err := n.reader.GetMetricAttributeValues(ctx, orgID, &req)
+	attributeValuesResponse, err := n.reader.GetMetricAttributeValues(ctx, &req)
 	if err != nil {
 		return nil, err
 	}

pkg/query-service/app/inframetrics/daemonsets.go

@@ -99,7 +99,7 @@ func NewDaemonSetsRepo(reader interfaces.Reader, querierV2 interfaces.Querier) *
 	return &DaemonSetsRepo{reader: reader, querierV2: querierV2}
 }
 
-func (d *DaemonSetsRepo) GetDaemonSetAttributeKeys(ctx context.Context, orgID valuer.UUID, req v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
+func (d *DaemonSetsRepo) GetDaemonSetAttributeKeys(ctx context.Context, req v3.FilterAttributeKeyRequest) (*v3.FilterAttributeKeyResponse, error) {
 	// TODO(srikanthccv): remove hardcoded metric name and support keys from any pod metric
 	req.DataSource = v3.DataSourceMetrics
 	req.AggregateAttribute = metricToUseForDaemonSets
@@ -107,7 +107,7 @@ func (d *DaemonSetsRepo) GetDaemonSetAttributeKeys(ctx context.Context, orgID va
 		req.Limit = 50
 	}
 
-	attributeKeysResponse, err := d.reader.GetMetricAttributeKeys(ctx, orgID, &req)
+	attributeKeysResponse, err := d.reader.GetMetricAttributeKeys(ctx, &req)
 	if err != nil {
 		return nil, err
 	}
@@ -125,14 +125,14 @@ func (d *DaemonSetsRepo) GetDaemonSetAttributeKeys(ctx context.Context, orgID va
 	return &v3.FilterAttributeKeyResponse{AttributeKeys: filteredKeys}, nil
 }
 
-func (d *DaemonSetsRepo) GetDaemonSetAttributeValues(ctx context.Context, orgID valuer.UUID, req v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
+func (d *DaemonSetsRepo) GetDaemonSetAttributeValues(ctx context.Context, req v3.FilterAttributeValueRequest) (*v3.FilterAttributeValueResponse, error) {
 	req.DataSource = v3.DataSourceMetrics
 	req.AggregateAttribute = metricToUseForDaemonSets
 	if req.Limit == 0 {
 		req.Limit = 50
 	}
 
-	attributeValuesResponse, err := d.reader.GetMetricAttributeValues(ctx, orgID, &req)
+	attributeValuesResponse, err := d.reader.GetMetricAttributeValues(ctx, &req)
 	if err != nil {
 		return nil, err
 	}