perf(tsconfig): enable incremental & fix large type resolution

* chore(authz): delete the deprecated authz apis

* test(authz): rework role integration tests onto the new CRUD APIs

Migrate the role integration suite off the deprecated PATCH endpoints and
onto the current declarative role CRUD APIs (Create/Get/List/Update/Delete
with full transactionGroups).

- role/01_register.py: verify managed roles via GetRole's transactionGroups
  against a golden matrix in testdata/role/managed_role_grants.json (no more
  DB tuple assertions).
- role/02_crud.py (new): custom-role CRUD lifecycle, declarative update,
  validation (naming, invalid verb/type/kind/selector, duplicate, managed
  immutability, delete-with-assignee), and license gating.
- role/03_fga.py: resource FGA allow/deny via declarative grant sets.
- role/02_user.py: deleted; user role-membership is covered by the
  passwordauthn suite.
- serviceaccount/06_fga.py: migrated to declarative grant PUTs.
- fixtures/role.py: pure data helpers + find_role_id fixture; tests make
  their HTTP calls directly.

* test(authz): scope role/SA FGA tests to fine-grained selectors

- role FGA: grant read/update/delete on a specific role name (not "*") and
  assert allowed-on-granted vs forbidden-on-other; create is collection-scoped;
  list on "*" returns every role.
- serviceaccount FGA: grant on a specific SA id (with a second SA to prove
  cross-instance denial); dual attach/detach scoped to SA id + role name.
- add create_role fixture (alongside find_role_id) for happy-path role creation;
  validation/failure cases stay inline.
- underscore-prefix file-local constants in both FGA modules.

* test(authz): rename grants terminology to transactions in role tests

docs/api/openapi.yml

@@ -618,13 +618,6 @@ components:
         provider:
           $ref: '#/components/schemas/AuthtypesAuthNProvider'
       type: object
-    AuthtypesPatchableRole:
-      properties:
-        description:
-          type: string
-      required:
-      - description
-      type: object
     AuthtypesPostableAuthDomain:
       properties:
         config:
@@ -2536,22 +2529,6 @@ 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:
@@ -2737,6 +2714,14 @@ components:
           type: string
         dashboardName:
           type: string
+        filterBy:
+          items:
+            type: string
+          type: array
+        groupBy:
+          items:
+            type: string
+          type: array
         panelId:
           type: string
         panelName:
@@ -5412,6 +5397,9 @@ components:
           type: string
         id:
           type: string
+        ingestedSamples:
+          minimum: 0
+          type: integer
         ingestedSeries:
           minimum: 0
           type: integer
@@ -5424,9 +5412,9 @@ components:
           $ref: '#/components/schemas/MetricreductionruletypesMatchType'
         metricName:
           type: string
-        reductionPercent:
-          format: double
-          type: number
+        retainedSamples:
+          minimum: 0
+          type: integer
         retainedSeries:
           minimum: 0
           type: integer
@@ -5444,7 +5432,8 @@ components:
       - active
       - ingestedSeries
       - retainedSeries
-      - reductionPercent
+      - ingestedSamples
+      - retainedSamples
       type: object
     MetricreductionruletypesGettableReductionRulePreview:
       properties:
@@ -5487,15 +5476,23 @@ 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:
@@ -5561,7 +5558,6 @@ components:
       - metric
       - ingested_volume
       - reduced_volume
-      - reduction
       - last_updated
       type: string
     MetricreductionruletypesUpdatableReductionRule:
@@ -11825,68 +11821,6 @@ 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
@@ -11949,158 +11883,6 @@ 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

@@ -260,40 +260,6 @@ 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 {
@@ -324,39 +290,6 @@ 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][]map[string]string, error) {
+func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error) {
 	return module.pkgDashboardModule.GetByMetricNames(ctx, orgID, metricNames)
 }
 

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -22,6 +22,8 @@ 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
@@ -289,12 +291,9 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 	}
 	ctx = c.withThreads(ctx)
 
-	orderExpr := "ingested"
-	switch orderBy {
-	case metricreductionruletypes.OrderByReducedVolume:
-		orderExpr = "reduced"
-	case metricreductionruletypes.OrderByReduction:
-		orderExpr = "if(ingested = 0, 0, (toFloat64(ingested) - toFloat64(reduced)) / toFloat64(ingested))"
+	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))"
 	}
 	direction := "ASC"
 	if order == metricreductionruletypes.OrderDesc {
@@ -310,17 +309,17 @@ 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 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, 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",
 		"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 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"+
+		"(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"+
 			" UNION ALL "+
-			"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"+
+			"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"+
 			") GROUP BY metric_name) AS d",
 		"base.metric_name = d.metric_name",
 	)
@@ -347,122 +346,186 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 	return out, rows.Err()
 }
 
-func (c *clickhouse) SampleVolume(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, uint64, error) {
+func (c *clickhouse) SampleVolumeByMetric(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]volumeRow, error) {
 	if len(metricNames) == 0 {
-		return 0, 0, nil
+		return map[string]volumeRow{}, nil
 	}
 	ctx = c.withThreads(ctx)
 
-	ingested, err := c.countRawSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, metricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return 0, 0, err
-	}
-
-	last, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, metricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return 0, 0, err
-	}
-	sum, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, metricNames, effectiveFrom, startMs, endMs)
-	if err != nil {
-		return 0, 0, err
-	}
-
-	return ingested, min(last+sum, ingested), nil
-}
-
-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("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...)
-
-	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
-}
-
-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()
-	// 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...)
-
-	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)
+	ingested, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, "count()", metricNames, 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)
+	last, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	sum, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, 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
+}
+
+func (c *clickhouse) countSamplesByMetric(ctx context.Context, table, countExpr string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("metric_name", countExpr)
+	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
 		}
-		for ts, count := range reduced {
-			retained[ts] += count
-		}
-	}
-	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)
+		ruledRetained, err = c.ruledRetainedSamplesByBucket(ctx, ruledMetrics, effectiveFrom, startMs, endMs)
 		if err != nil {
 			return nil, err
 		}
-		for ts, count := range nonReducedIngested {
-			retained[ts] += count
+	}
+
+	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)
+}
+
+// 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
+		}
+
+		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")
+
+		counts, err := c.scanBuckets(ctx, sb)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range counts {
+			out[ts] += count
+		}
+	}
+	return out, nil
+}
+
 func mergeVolumePoints(ingested, reduced map[int64]uint64) []volumePoint {
 	buckets := make(map[int64]struct{}, len(ingested))
 	for ts := range ingested {
@@ -488,60 +551,6 @@ 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

@@ -4,7 +4,6 @@ import (
 	"context"
 	"log/slog"
 	"sort"
-	"strings"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -28,9 +27,16 @@ 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 (see signoz-otel-collector#839).
-	effectiveFromMargin    = 5 * time.Minute
-	defaultPreviewLookback = 24 * time.Hour
+	// 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
 
 	pricePerMillionSamplesUSD = 0.1
 	monthDuration             = 30 * 24 * time.Hour
@@ -80,7 +86,7 @@ func (m *module) List(ctx context.Context, orgID valuer.UUID, params *metricredu
 	}
 
 	now := time.Now()
-	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	startMs := now.Add(-statsLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
 	switch params.OrderBy {
@@ -107,10 +113,14 @@ 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]))
+		rules = append(rules, withVolume(toGettableReductionRule(rule), volumes[rule.MetricName], sampleVolumes[rule.MetricName]))
 	}
 
 	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
@@ -139,13 +149,24 @@ 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))
+		rules = append(rules, withVolume(toGettableReductionRule(rule), row, sampleVolumes[row.MetricName]))
 	}
 
 	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
@@ -288,20 +309,17 @@ func (m *module) Stats(ctx context.Context, orgID valuer.UUID) (*metricreduction
 	}
 
 	now := time.Now()
-	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	startMs := now.Add(-statsLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
-	allRules, total, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
+	rules, _, 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(allRules))
-	effectiveFrom := make(map[string]int64, len(allRules))
-	for i, rule := range allRules {
+	metricNames := make([]string, len(rules))
+	effectiveFrom := make(map[string]int64, len(rules))
+	for i, rule := range rules {
 		metricNames[i] = rule.MetricName
 		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
 	}
@@ -310,31 +328,43 @@ func (m *module) Stats(ctx context.Context, orgID valuer.UUID) (*metricreduction
 	if err != nil {
 		return nil, err
 	}
-	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]
-		}
+	var ruledIngestedSeries, ruledRetainedSeries uint64
+	for _, volume := range volumes {
+		ruledIngestedSeries += volume.Ingested
+		ruledRetainedSeries += effectiveRetained(volume.Ingested, volume.Reduced)
 	}
 
-	ingestedSamples, reducedSamples, err := m.ch.SampleVolume(ctx, reducedMetricNames, reducedEffectiveFrom, startMs, endMs)
+	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)
 	if err != nil {
 		return nil, err
 	}
 
 	return &metricreductionruletypes.GettableReductionRuleStats{
-		IngestedSeries:             ingestedSeries,
-		RetainedSeries:             retainedSeries,
-		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ingestedSamples, reducedSamples, startMs, endMs),
+		IngestedSeries:             totalSeries,
+		RetainedSeries:             clampSub(totalSeries, ruledIngestedSeries-ruledRetainedSeries),
+		IngestedSamples:            totalSamples,
+		RetainedSamples:            clampSub(totalSamples, ruledIngestedSamples-ruledRetainedSamples),
+		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ruledIngestedSamples, ruledRetainedSamples, 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 {
@@ -352,7 +382,7 @@ func (m *module) Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuild
 	}
 
 	now := time.Now()
-	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	startMs := now.Add(-timeseriesLookback).UnixMilli()
 	endMs := now.UnixMilli()
 
 	allRules, _, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
@@ -366,18 +396,7 @@ func (m *module) Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuild
 		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
 	}
 
-	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)
+	points, err := m.ch.SampleTimeseries(ctx, metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
@@ -414,7 +433,7 @@ 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, metricName)
+	lastSeen, err := m.metadataStore.FetchLastSeenInfoMulti(ctx, orgID, metricName)
 	if err != nil {
 		return err
 	}
@@ -447,12 +466,12 @@ 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(splitCSV(item["group_by"]), splitCSV(item["filter_by"])...)
+			usedLabels := append(append([]string{}, item.GroupBy...), item.FilterBy...)
 			affected = append(affected, metricreductionruletypes.AffectedAsset{
 				Type:           metricreductionruletypes.AssetTypeDashboard,
-				ID:             item["dashboard_id"],
-				Name:           item["dashboard_name"],
-				Widget:         &metricreductionruletypes.AffectedWidget{ID: item["widget_id"], Name: item["widget_name"]},
+				ID:             item.DashboardID,
+				Name:           item.DashboardName,
+				Widget:         &metricreductionruletypes.AffectedWidget{ID: item.PanelID, Name: item.PanelName},
 				ImpactedLabels: intersectLabels(usedLabels, droppedSet),
 			})
 		}
@@ -482,7 +501,7 @@ func toGettableReductionRule(rule *metricreductionruletypes.ReductionRule) metri
 		MatchType:     rule.MatchType,
 		Labels:        rule.Labels,
 		EffectiveFrom: rule.EffectiveFrom,
-		Active:        !rule.EffectiveFrom.After(time.Now()),
+		Active:        !rule.EffectiveFrom.Add(uiActivationDelay).After(time.Now()),
 	}
 }
 
@@ -493,12 +512,11 @@ func effectiveRetained(ingested, reduced uint64) uint64 {
 	return 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
-	}
+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)
 	return rule
 }
 
@@ -518,13 +536,6 @@ 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 ?", "%"+params.Search+"%")
+		query = query.Where("metric_name LIKE ? ESCAPE '\\'", "%"+s.sqlstore.Formatter().EscapeLikePattern(params.Search)+"%")
 	}
 	if params.MetricName != "" {
 		query = query.Where("metric_name = ?", params.MetricName)

ee/query-service/app/server.go

@@ -64,6 +64,7 @@ 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

@@ -18,19 +18,13 @@ 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';
@@ -365,107 +359,6 @@ 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
@@ -565,205 +458,3 @@ 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

@@ -2230,13 +2230,6 @@ export interface AuthtypesOrgSessionContextDTO {
 	warning?: ErrorsJSONDTO;
 }
 
-export interface AuthtypesPatchableRoleDTO {
-	/**
-	 * @type string
-	 */
-	description: string;
-}
-
 export interface AuthtypesPostableAuthDomainDTO {
 	config?: AuthtypesAuthDomainConfigDTO;
 	/**
@@ -3249,17 +3242,6 @@ 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;
 	/**
@@ -3995,6 +3977,14 @@ export interface DashboardtypesDashboardPanelRefDTO {
 	 * @type string
 	 */
 	dashboardName: string;
+	/**
+	 * @type array
+	 */
+	filterBy?: string[];
+	/**
+	 * @type array
+	 */
+	groupBy?: string[];
 	/**
 	 * @type string
 	 */
@@ -6919,6 +6909,11 @@ export interface MetricreductionruletypesGettableReductionRuleDTO {
 	 * @type string
 	 */
 	id: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSamples: number;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -6934,10 +6929,10 @@ export interface MetricreductionruletypesGettableReductionRuleDTO {
 	 */
 	metricName: string;
 	/**
-	 * @type number
-	 * @format double
+	 * @type integer
+	 * @minimum 0
 	 */
-	reductionPercent: number;
+	retainedSamples: number;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -6996,11 +6991,21 @@ 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
@@ -7056,7 +7061,6 @@ export enum MetricreductionruletypesReductionRuleOrderByDTO {
 	metric = 'metric',
 	ingested_volume = 'ingested_volume',
 	reduced_volume = 'reduced_volume',
-	reduction = 'reduction',
 	last_updated = 'last_updated',
 }
 export interface MetricreductionruletypesUpdatableReductionRuleDTO {
@@ -10248,31 +10252,9 @@ 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

@@ -1,5 +1,14 @@
 import { MutableRefObject } from 'react';
-import { Chart, ChartConfiguration, ChartData, Color } from 'chart.js';
+import {
+	ActiveElement,
+	Chart,
+	ChartConfiguration,
+	ChartData,
+	ChartEvent,
+	ChartType,
+	Color,
+	TooltipItem,
+} from 'chart.js';
 import * as chartjsAdapter from 'chartjs-adapter-date-fns';
 import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
@@ -60,184 +69,189 @@ 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,
+): 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,
 									},
-									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)';
 					},
-				}
-			: {}),
-		title: {
-			display: title !== undefined,
-			text: title,
-		},
-		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: TooltipItem<'line'>, item2: TooltipItem<'line'>): number {
+					return item2.parsed.y - item1.parsed.y;
 				},
 			},
-			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',
+			),
 		},
-		[dragSelectPluginId]: createDragSelectPluginOptions(
-			!!onDragSelect,
-			onDragSelect,
-			dragSelectColor,
-		),
-		[intersectionCursorPluginId]: createIntersectionCursorPluginOptions(
-			!!onDragSelect,
-			currentTheme === 'dark' ? 'white' : 'black',
-		),
-	},
-	layout: {
-		padding: 0,
-	},
-	scales: {
-		x: {
-			stacked: isStacked,
-			offset: false,
-			grid: {
+		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,
-				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,
+				grid: {
+					display: true,
+					color: getGridColor(),
 				},
-			},
-			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);
+				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)';
+		elements: {
+			line: {
+				tension: 0,
+				cubicInterpolationMode: 'monotone',
 			},
-			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,
+			point: {
+				hoverBackgroundColor: (ctx: any): string => {
+					if (ctx?.element?.options?.borderColor) {
+						return ctx.element.options.borderColor;
+					}
+					return 'rgba(0,0,0,0.1)';
 				},
-				true,
-			);
-
-			if (interactions[0]) {
-				nearestDatasetIndex.current = interactions[0].datasetIndex;
+				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;
+				}
+			}
+		},
+	}) as CustomChartOptions;
 
 declare module 'chart.js' {
 	interface TooltipPositionerMap {

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

@@ -11,7 +11,6 @@ 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'];
@@ -149,7 +148,6 @@ export function applyCheckboxToggle({
 	value,
 	checked,
 	isOnlyOrAllClicked,
-	previousState,
 }: {
 	currentQuery: Query;
 	activeQueryIndex: number;
@@ -159,7 +157,6 @@ export function applyCheckboxToggle({
 	value: string;
 	checked: boolean;
 	isOnlyOrAllClicked: boolean;
-	previousState?: CheckedState;
 }): Query {
 	const activeItems =
 		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
@@ -219,119 +216,49 @@ export function applyCheckboxToggle({
 			);
 			if (currentFilter) {
 				const runningOperator = currentFilter?.op;
-
-				// Indeterminate items get added to the existing operator (in or not in)
-				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;
-										}
-										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),
-										);
-									} else {
-										query.filters.items = query.filters.items.map((item) => {
-											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-												return newFilter;
-											}
-											return item;
-										});
+				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;
 									}
-								} else {
-									// if not an array remove the whole thing altogether!
+									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),
 									);
-								}
-							}
-							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;
-
-							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;
@@ -340,90 +267,125 @@ export function applyCheckboxToggle({
 									});
 								}
 							} 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;
-										});
+								// 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;
 									}
-								} else {
-									const newFilter = {
-										...currentFilter,
-										value: currentFilter.value === value ? null : currentFilter.value,
-									};
-									if (newFilter.value === null && query.filter?.expression) {
+									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],
 										);
 									}
-									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 {
+								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: 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: 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;
 				}
 			}
 		} else {

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

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

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

@@ -1,302 +0,0 @@
-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

@@ -1,494 +0,0 @@
-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('accumulates both values in NOT IN when toggling indeterminate (related) then unchecked (other)', async () => {
-			const user = userEvent.setup();
-			const onFilterChange = jest.fn();
-
-			mockFieldsValuesAPI({
-				relatedValues: ['valueA'],
-				stringValues: ['valueB'],
-			});
-
-			// Step 1: Start with no filter, toggle indeterminate A
-			const { unmount } = 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 firstFilter = getFilterFromCall(onFilterChange);
-			expect(firstFilter?.op).toBe('not in');
-			expect(firstFilter?.value).toBe('valueA');
-
-			unmount();
-
-			// Step 2: Re-render with updated query (NOT IN valueA), toggle unchecked B
-			onFilterChange.mockClear();
-			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 secondFilter = getFilterFromCall(onFilterChange);
-			expect(secondFilter?.op).toBe('not in');
-			expect(secondFilter?.value).toStrictEqual(['valueA', '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']);
-		});
-	});
-
-	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

@@ -1,485 +0,0 @@
-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 "Other" badge for values not in relatedValues', 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(screen.getByTestId('badge-other')).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).getByTestId('badge-other')).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).getByTestId('badge-other')).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

@@ -1,91 +0,0 @@
-.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

@@ -1,207 +0,0 @@
-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

@@ -1,126 +0,0 @@
-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

@@ -1,226 +0,0 @@
-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

@@ -1,33 +0,0 @@
-.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

@@ -1,156 +0,0 @@
-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

@@ -1,62 +0,0 @@
-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

@@ -1,166 +0,0 @@
-.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

@@ -1,318 +0,0 @@
-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

@@ -1,118 +0,0 @@
-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

@@ -1,146 +0,0 @@
-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, other 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).toStrictEqual({
-				key: 'other',
-				label: 'Other',
-				color: 'secondary',
-			});
-		});
-
-		it('has query + filter for key, not selected, not in related → orderIndex 2, other 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).toStrictEqual({
-				key: 'other',
-				label: 'Other',
-				color: 'secondary',
-			});
-		});
-
-		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

@@ -1,109 +0,0 @@
-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: { key: 'other', label: 'Other', color: 'secondary' },
-			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

@@ -1,61 +0,0 @@
-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

@@ -1,97 +0,0 @@
-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

@@ -1,115 +0,0 @@
-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 other badge
-		otherItems.forEach((item) => {
-			expect(item.orderIndex).toBe(2);
-			expect(item.badge?.key).toBe('other');
-		});
-	});
-
-	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

@@ -1,97 +0,0 @@
-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

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

frontend/src/components/QuickFilters/types.ts

@@ -26,11 +26,6 @@ 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;
@@ -51,7 +46,6 @@ export interface IQuickFiltersProps {
 	className?: string;
 	showFilterCollapse?: boolean;
 	showQueryName?: boolean;
-	useFieldApis?: QuickFilterCheckboxUseFieldApis;
 }
 
 export enum QuickFiltersSource {
@@ -62,19 +56,3 @@ 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

@@ -1,5 +1,3 @@
 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, useMemo, useRef, useState } from 'react';
+import { useCallback, useEffect, useRef, useState } from 'react';
 import { Button, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
@@ -9,10 +9,7 @@ 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,
-	METRIC_NAMESPACE_BY_ENTITY,
-} from 'container/InfraMonitoringK8s/constants';
+import { InfraMonitoringEntity } from 'container/InfraMonitoringK8s/constants';
 import {
 	useInfraMonitoringFiltersK8s,
 	useInfraMonitoringPageListing,
@@ -20,8 +17,6 @@ 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 {
@@ -62,17 +57,6 @@ 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);
@@ -171,12 +155,6 @@ 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

@@ -1,13 +1,11 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import * as Sentry from '@sentry/react';
-import { Button, Collapse, CollapseProps, Tooltip } from 'antd';
+import { Button, CollapseProps } from 'antd';
+import { Collapse, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
 import QuickFilters from 'components/QuickFilters/QuickFilters';
-import {
-	QuickFilterCheckboxUseFieldApis,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
+import { QuickFiltersSource } from 'components/QuickFilters/types';
 import { InfraMonitoringEvents } from 'constants/events';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
@@ -25,8 +23,6 @@ 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';
@@ -42,9 +38,7 @@ import {
 	GetPodsQuickFiltersConfig,
 	GetStatefulsetsQuickFiltersConfig,
 	GetVolumesQuickFiltersConfig,
-	InfraMonitoringEntity,
 	K8sCategories,
-	METRIC_NAMESPACE_BY_ENTITY,
 } from './constants';
 import K8sDaemonSetsList from './DaemonSets/K8sDaemonSetsList';
 import K8sDeploymentsList from './Deployments/K8sDeploymentsList';
@@ -104,26 +98,6 @@ 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
@@ -165,7 +139,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetPodsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.PODS)}
 				/>
 			),
 		},
@@ -182,7 +155,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetNodesQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.NODES)}
 				/>
 			),
 		},
@@ -199,7 +171,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetNamespaceQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.NAMESPACES)}
 				/>
 			),
 		},
@@ -216,7 +187,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetClustersQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.CLUSTERS)}
 				/>
 			),
 		},
@@ -233,7 +203,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetDeploymentsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.DEPLOYMENTS)}
 				/>
 			),
 		},
@@ -250,7 +219,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetJobsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.JOBS)}
 				/>
 			),
 		},
@@ -267,7 +235,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetDaemonsetsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.DAEMONSETS)}
 				/>
 			),
 		},
@@ -284,7 +251,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetStatefulsetsQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.STATEFULSETS)}
 				/>
 			),
 		},
@@ -301,7 +267,6 @@ export default function InfraMonitoringK8s(): JSX.Element {
 					config={GetVolumesQuickFiltersConfig(dotMetricsEnabled)}
 					handleFilterVisibilityChange={handleFilterVisibilityChange}
 					onFilterChange={handleFilterChange}
-					useFieldApis={getUseFieldApis(InfraMonitoringEntity.VOLUMES)}
 				/>
 			),
 		},

frontend/src/container/InfraMonitoringK8s/constants.ts

@@ -21,21 +21,6 @@ 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

@@ -1,4 +1,5 @@
 import { Gauge } from '@signozhq/icons';
+import { Tooltip } from 'antd';
 import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
 
 import { Badge } from '@signozhq/ui/badge';
@@ -8,16 +9,26 @@ interface VolumeControlBadgeProps {
 }
 
 function VolumeControlBadge({ rule }: VolumeControlBadgeProps): JSX.Element {
-	return (
+	const badge = (
 		<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

@@ -7,6 +7,12 @@
 	padding: 12px 16px 0 16px;
 }
 
+.chartHeader {
+	display: flex;
+	flex-direction: column;
+	gap: 2px;
+}
+
 .chartTitle {
 	text-transform: uppercase;
 	letter-spacing: 0.05em;
@@ -15,3 +21,11 @@
 .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

@@ -1,5 +1,6 @@
 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';
@@ -25,7 +26,9 @@ interface VolumeControlChartProps {
 }
 
 function VolumeControlChart({ enabled }: VolumeControlChartProps): JSX.Element {
-	const { data } = useGetMetricReductionRuleTimeseries({ query: { enabled } });
+	const { data, isLoading, isError } = useGetMetricReductionRuleTimeseries({
+		query: { enabled },
+	});
 
 	const isDarkMode = useIsDarkMode();
 	const { timezone } = useTimezone();
@@ -65,11 +68,34 @@ function VolumeControlChart({ enabled }: VolumeControlChartProps): JSX.Element {
 
 	return (
 		<div className={styles.chart} data-testid="volume-control-chart">
-			<Typography.Text className={styles.chartTitle} size={'small'}>
-				Series volume over time · ingested vs retained
-			</Typography.Text>
+			<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>
 			<div className={styles.chartBody} ref={graphRef}>
-				{dimensions.width > 0 && (
+				{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 && (
 					<BarChart
 						config={config}
 						data={chartData}

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

@@ -17,11 +17,27 @@
 	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

@@ -1,6 +1,8 @@
+import { Info } from '@signozhq/icons';
 import { Typography } from '@signozhq/ui/typography';
-import { Spin } from 'antd';
+import { Spin, Tooltip } from 'antd';
 import { MetricreductionruletypesGettableReductionRulePreviewDTO } from 'api/generated/services/sigNoz.schemas';
+import { popupContainer } from 'utils/selectPopupContainer';
 
 import { formatCompact } from '../../../configUtils';
 import { RuleMode } from '../../../types';
@@ -27,6 +29,7 @@ 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;
@@ -40,31 +43,59 @@ function ImpactPanel({
 			{!isLoading && preview && (
 				<div className={styles.meterGrid}>
 					<div className={styles.meter}>
-						<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
-							Current series
+						<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>
+					</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}>
-						<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
-							Proposed series
-						</Typography.Text>
+						<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="2xl" className={styles.meterValue}>
 							{formatCompact(proposed)}
-						</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}
+							{deltaPct !== 0 && (
+								<Typography.Text
+									size="small"
+									color={deltaPct >= 0 ? 'success' : undefined}
+								>
+									{reductionLabel}
+								</Typography.Text>
+							)}
 						</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 attributes',
+		title: 'Include',
 		description: 'Allowlist: only the selected attributes stay queryable.',
 	},
 	{
 		mode: 'exclude',
-		title: 'Exclude attributes',
+		title: 'Exclude',
 		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="small" weight="semibold" color="warning">
+				<Typography.Text as="div" size="base" 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="sm" color="muted">
+					<Typography.Text as="div" size="base" 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="sm"
+										size="base"
 										href={href}
 										target="_blank"
 										rel="noopener noreferrer"
@@ -81,7 +81,7 @@ function RelatedAssetsWarning({
 										{label}
 									</Typography.Link>
 								) : (
-									<Typography.Text size="sm" color="muted">
+									<Typography.Text size="base" color="muted">
 										{label}
 									</Typography.Text>
 								)}

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

@@ -42,6 +42,10 @@ 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"
@@ -50,7 +54,6 @@ 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 will
-				take effect within a few minutes.
+				This metric&apos;s configuration was recently updated. Volume changes take
+				effect within about 5 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, error } = useListMetricReductionRules(
+	const { data, isLoading, isError } = useListMetricReductionRules(
 		{ metricName },
 		{
 			query: {
@@ -37,7 +37,7 @@ function VolumeControlSection({
 	}
 
 	const rule = data?.data.rules?.[0];
-	const hasRule = !!rule && !error;
+	const hasRule = !!rule && !isError;
 
 	const openConfig = (): void => setIsConfigOpen(true);
 	const closeConfig = (): void => setIsConfigOpen(false);
@@ -53,6 +53,16 @@ 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 />
 			)}
@@ -65,7 +75,7 @@ function VolumeControlSection({
 				/>
 			)}
 
-			{!isLoading && !hasRule && (
+			{!isLoading && !isError && !hasRule && (
 				<NoRuleEmptyState canManage={canManageVolumeControl} onSetup={openConfig} />
 			)}
 

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

@@ -1,3 +1,9 @@
+.statsSection {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+}
+
 .stats {
 	display: flex;
 	flex-wrap: wrap;
@@ -21,11 +27,24 @@
 	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

@@ -1,4 +1,6 @@
+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';
@@ -8,12 +10,17 @@ 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;
@@ -24,20 +31,53 @@ 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: 'Active rules', value: String(activeRules) },
-		{ label: 'Ingested series', value: formatCompact(ingestedSeries) },
+		{
+			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: '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',
@@ -45,42 +85,73 @@ 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.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.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,
+						})}
 					>
-						{item.value}
-						{item.delta && (
-							<Typography.Text size="small" weight="semibold" color="success">
-								{item.delta}
+						<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
 							</Typography.Text>
 						)}
-						{item.unit && (
-							<Typography.Text size="small" weight="medium" color="muted">
-								{item.unit}
+						{!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>
+								)}
 							</Typography.Text>
 						)}
-					</Typography.Text>
-				</div>
-			))}
+					</div>
+				))}
+			</div>
 		</div>
 	);
 }

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

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

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

@@ -36,7 +36,7 @@ type VolumeControlTableParams = Required<
 >;
 
 const DEFAULT_PARAMS: VolumeControlTableParams = {
-	orderBy: OrderBy.reduction,
+	orderBy: OrderBy.ingested_volume,
 	order: SortOrder.desc,
 	search: '',
 	offset: 0,
@@ -60,11 +60,20 @@ function VolumeControlTab(): JSX.Element {
 		);
 	}, [debouncedSearch]);
 
-	const { data, isLoading } = useListMetricReductionRules(params, {
+	const {
+		data,
+		isLoading,
+		isError: isListError,
+	} = useListMetricReductionRules(params, {
 		query: { enabled: isVolumeControlEnabled },
 	});
 
-	const { data: statsData } = useGetMetricReductionRuleStats({
+	const {
+		data: statsData,
+		isLoading: isStatsLoading,
+		isFetching: isStatsFetching,
+		isError: isStatsError,
+	} = useGetMetricReductionRuleStats({
 		query: { enabled: isVolumeControlEnabled },
 	});
 	const stats = statsData?.data;
@@ -111,7 +120,7 @@ function VolumeControlTab(): JSX.Element {
 				{
 					title: 'MODE',
 					key: 'mode',
-					width: 160,
+					width: 110,
 					render: (
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
@@ -138,7 +147,14 @@ function VolumeControlTab(): JSX.Element {
 					),
 				},
 				{
-					title: 'INGESTED',
+					title: (
+						<>
+							INGESTED{' '}
+							<Typography.Text size="small" color="muted">
+								(1h)
+							</Typography.Text>
+						</>
+					),
 					key: OrderBy.ingested_volume,
 					width: 130,
 					sorter: true,
@@ -147,13 +163,28 @@ function VolumeControlTab(): JSX.Element {
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => (
-						<Typography.Text size="small" color="muted">
-							{formatCompact(rule.ingestedSeries)}
-						</Typography.Text>
+						<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>
 					),
 				},
 				{
-					title: 'RETAINED',
+					title: (
+						<>
+							RETAINED{' '}
+							<Typography.Text size="small" color="muted">
+								(1h)
+							</Typography.Text>
+						</>
+					),
 					key: OrderBy.reduced_volume,
 					width: 130,
 					sorter: true,
@@ -162,22 +193,35 @@ function VolumeControlTab(): JSX.Element {
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => (
-						<Typography.Text size="small">
-							{formatCompact(rule.retainedSeries)}
-						</Typography.Text>
+						<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>
 					),
 				},
 				{
 					title: 'CHANGE',
-					key: OrderBy.reduction,
-					width: 110,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.reduction),
+					width: 140,
 					render: (
 						_value: unknown,
 						rule: MetricreductionruletypesGettableReductionRuleDTO,
 					): JSX.Element => {
-						if (rule.reductionPercent <= 0) {
+						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) {
 							return (
 								<Typography.Text size="small" color="muted">
 									—
@@ -185,14 +229,18 @@ function VolumeControlTab(): JSX.Element {
 							);
 						}
 						return (
-							<Typography.Text
-								size="small"
-								weight="semibold"
-								color="success"
-								className={styles.reductionCell}
-							>
-								−{Math.round(rule.reductionPercent)}%
-							</Typography.Text>
+							<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>
 						);
 					},
 				},
@@ -273,7 +321,11 @@ 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} />
@@ -293,7 +345,13 @@ function VolumeControlTab(): JSX.Element {
 					showSizeChanger: false,
 				}}
 				locale={{
-					emptyText: (
+					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>
+					) : (
 						<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

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

frontend/src/hooks/queryBuilder/useCreateAlerts.tsx

@@ -24,6 +24,11 @@ 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

@@ -0,0 +1,43 @@
+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

@@ -0,0 +1,57 @@
+/* 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

@@ -0,0 +1,51 @@
+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

@@ -0,0 +1,51 @@
+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

@@ -1,20 +1,22 @@
 import { Input } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
-import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+import type {
+	DashboardtypesPanelDTO,
+	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;
@@ -32,6 +34,12 @@ 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;
 }
 
 /**
@@ -41,7 +49,6 @@ interface ConfigPaneProps {
  * generically via the section registry — only sections with a built editor appear.
  */
 function ConfigPane({
-	panelKind,
 	spec,
 	onChangeSpec,
 	onChangePanelKind,
@@ -49,7 +56,10 @@ function ConfigPane({
 	legendSeries,
 	tableColumns,
 	stepInterval,
+	panel,
+	panelId,
 }: ConfigPaneProps): JSX.Element {
+	const panelKind = spec.plugin.kind;
 	const definition = getPanelDefinition(panelKind);
 	const sections = definition.sections;
 
@@ -114,6 +124,8 @@ function ConfigPane({
 					</div>
 				</>
 			)}
+
+			<ConfigActions panel={panel} panelId={panelId} />
 		</div>
 	);
 }

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

@@ -1,9 +1,20 @@
 import { fireEvent, render, screen } from '@testing-library/react';
-import type { DashboardtypesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+import type {
+	DashboardtypesPanelDTO,
+	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' },
@@ -19,13 +30,14 @@ 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} />);
@@ -63,4 +75,28 @@ 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

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

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

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

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

@@ -41,10 +41,6 @@ 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.
@@ -55,7 +51,8 @@ function Panel({
 	)?.visualization?.timePreference;
 	const timeLabel = panelTimePreferenceLabel(timePreference);
 
-	const panelDefinition = getPanelDefinition(fullKind);
+	const panelKind = panel.spec.plugin.kind;
+	const panelDefinition = getPanelDefinition(panelKind);
 
 	// 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).
@@ -77,10 +74,8 @@ function Panel({
 			data-panel-visible={isVisible ? 'true' : 'false'}
 		>
 			<PanelHeader
-				name={name}
-				description={description}
 				panelId={panelId}
-				panelKind={fullKind}
+				panel={panel}
 				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;
-	/** Full plugin kind (e.g. `signoz/TimeSeriesPanel`);*/
-	panelKind: PanelKind;
+	/** The panel itself — its query seeds "Create Alerts". */
+	panel: DashboardtypesPanelDTO;
 	/** Layout context for move/delete — absent outside editable sectioned mode. */
 	panelActions?: PanelActionsConfig;
 }
@@ -23,12 +23,12 @@ interface PanelActionsMenuProps {
  */
 function PanelActionsMenu({
 	panelId,
-	panelKind,
+	panel,
 	panelActions,
 }: PanelActionsMenuProps): JSX.Element | null {
 	const { items, deleteConfirm } = usePanelActionItems({
 		panelId,
-		panelKind,
+		panel,
 		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(
@@ -29,6 +29,11 @@ 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';
@@ -55,9 +60,20 @@ 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',
-	panelKind: 'signoz/TimeSeriesPanel' as PanelKind,
+	panel: mockPanel,
 	panelActions: { currentLayoutIndex: 0, sections: TWO_TITLED_SECTIONS },
 };
 
@@ -115,29 +131,18 @@ describe('usePanelActionItems', () => {
 		]);
 	});
 
-	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)', () => {
+	it('read-only dashboard keeps View and Create Alerts (V1 parity: both survive a lock)', () => {
 		useDashboardStore.setState({ isEditable: false });
 		const { result } = renderHook(() =>
 			usePanelActionItems({ ...baseArgs, panelActions: undefined }),
 		);
-		expect(itemKeys(result.current)).toStrictEqual(['view-panel']);
+		// 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',
+		]);
 	});
 
 	it('move is disabled when there is no other titled section to move to', () => {
@@ -259,18 +264,26 @@ describe('usePanelActionItems', () => {
 		});
 	});
 
-	it('not-yet-implemented actions (view/create-alert) fire the placeholder alert with the feature name', () => {
+	it('not-yet-implemented actions (view) fire the placeholder alert with the feature name', () => {
 		const alertSpy = jest.spyOn(window, 'alert').mockImplementation(() => {});
 		const { result } = renderHook(() => usePanelActionItems(baseArgs));
 
-		['view-panel', 'create-alert'].forEach((key) => {
-			const item = result.current.items.find((i) => 'key' in i && i.key === key);
-			(item as { onClick: () => void }).onClick();
-		});
+		const view = result.current.items.find(
+			(i) => 'key' in i && i.key === 'view-panel',
+		);
+		(view as { onClick: () => void }).onClick();
 
-		expect(alertSpy).toHaveBeenCalledTimes(2);
+		expect(alertSpy).toHaveBeenCalledTimes(1);
 		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

@@ -10,6 +10,7 @@ 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,
@@ -23,13 +24,13 @@ 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).
@@ -103,8 +104,8 @@ function buildMoveItems({
 
 interface UsePanelActionItemsArgs {
 	panelId: string;
-	/** Full plugin kind (e.g. `signoz/TimeSeriesPanel`); */
-	panelKind: PanelKind;
+	/** The panel itself — its query seeds the "Create Alerts" action. */
+	panel: DashboardtypesPanelDTO;
 	/** Layout context for move/delete — absent outside editable mode. */
 	panelActions?: PanelActionsConfig;
 }
@@ -128,9 +129,10 @@ export interface PanelActionItems {
  */
 export function usePanelActionItems({
 	panelId,
-	panelKind,
+	panel,
 	panelActions,
 }: UsePanelActionItemsArgs): PanelActionItems {
+	const panelKind = panel.spec.plugin.kind;
 	const { user } = useAppContext();
 	const [canEditWidget, canMove, canDelete] = useComponentPermission(
 		[
@@ -143,6 +145,7 @@ 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.
@@ -151,7 +154,7 @@ export function usePanelActionItems({
 	const deletePanel = useDeletePanel({ sections });
 	const clonePanel = useClonePanel({ sections });
 
-	const kindActions = getPanelDefinition(panelKind)?.actions;
+	const panelCapabilities = getPanelDefinition(panelKind).actions;
 
 	// Delete runs on confirm, not on click — the menu item opens a prompt.
 	const deleteConfirm = useConfirmableAction(
@@ -170,7 +173,7 @@ export function usePanelActionItems({
 
 	const items = useMemo<MenuItem[]>(() => {
 		const panelGroup: MenuItem[] = [];
-		if (kindActions?.view) {
+		if (panelCapabilities.view) {
 			panelGroup.push({
 				key: 'view-panel',
 				label: 'View',
@@ -178,7 +181,7 @@ export function usePanelActionItems({
 				onClick: (): void => notImplementedYet('View'),
 			});
 		}
-		if (isEditable && canEditWidget && kindActions?.edit) {
+		if (isEditable && canEditWidget && panelCapabilities.edit) {
 			panelGroup.push({
 				key: 'edit-panel',
 				label: 'Edit panel',
@@ -188,7 +191,7 @@ 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 && kindActions?.clone) {
+		if (isEditable && canEditWidget && panelActions && panelCapabilities.clone) {
 			panelGroup.push({
 				key: 'clone-panel',
 				label: 'Clone',
@@ -202,7 +205,7 @@ export function usePanelActionItems({
 		}
 
 		const dataGroup: MenuItem[] = [];
-		if (kindActions?.download) {
+		if (panelCapabilities.download) {
 			dataGroup.push({
 				key: 'download-panel',
 				label: 'Download as CSV',
@@ -210,12 +213,15 @@ export function usePanelActionItems({
 				onClick: (): void => notImplementedYet('Download'),
 			});
 		}
-		if (isEditable && kindActions?.createAlert) {
+		// 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) {
 			dataGroup.push({
 				key: 'create-alert',
 				label: 'Create Alerts',
 				icon: <Bell size={14} />,
-				onClick: (): void => notImplementedYet('Create Alerts'),
+				onClick: (): void => createAlert(panel, panelId),
 			});
 		}
 
@@ -252,11 +258,13 @@ export function usePanelActionItems({
 		canEditWidget,
 		canMove,
 		canDelete,
-		kindActions,
+		panelCapabilities,
+		panel,
 		panelActions,
 		sections,
 		panelId,
 		openPanelEditor,
+		createAlert,
 		movePanel,
 		clonePanel,
 		requestDelete,

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

@@ -1,7 +1,10 @@
 import { useMemo } from 'react';
 import { Info, Loader } from '@signozhq/icons';
 import { Typography } from '@signozhq/ui/typography';
-import type { Querybuildertypesv5QueryWarnDataDTO as WarningDTO } from 'api/generated/services/sigNoz.schemas';
+import type {
+	DashboardtypesPanelDTO,
+	Querybuildertypesv5QueryWarnDataDTO as WarningDTO,
+} from 'api/generated/services/sigNoz.schemas';
 import cx from 'classnames';
 import type { PanelTimePreferenceLabel } from 'pages/DashboardPageV2/DashboardContainer/hooks/resolvePanelTimeWindow';
 
@@ -14,15 +17,12 @@ 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;
-	/** Full plugin kind — drives kind-gated menu actions. */
-	panelKind: PanelKind;
+	/** The panel itself — its query seeds the menu's "Create Alerts" action. */
+	panel: DashboardtypesPanelDTO;
 	/** Background refresh in flight — shows a spinner without blinking the chart. */
 	isFetching: boolean;
 	/** Latest query error — surfaced as a header error indicator. */
@@ -49,10 +49,8 @@ interface PanelHeaderProps {
 
 /** Panel chrome: drag handle, title, refetch + status indicators, actions. */
 function PanelHeader({
-	name,
-	description,
 	panelId,
-	panelKind,
+	panel,
 	isFetching,
 	error,
 	warning,
@@ -63,6 +61,8 @@ 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}
-						panelKind={panelKind}
+						panel={panel}
 						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).
@@ -22,9 +22,26 @@ 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 = {
-	name: 'My panel',
-	panelKind: 'signoz/TimeSeriesPanel' as PanelKind,
+	panel: makePanel(),
 	panelId: 'panel-1',
 	isFetching: false,
 };
@@ -44,7 +61,10 @@ describe('PanelHeader title and description', () => {
 
 	it('shows the description info icon when a description is provided', () => {
 		renderWithProvider(
-			<PanelHeader {...baseProps} description="What this panel measures" />,
+			<PanelHeader
+				{...baseProps}
+				panel={makePanel({ 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

@@ -0,0 +1,69 @@
+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

@@ -0,0 +1,37 @@
+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

@@ -0,0 +1,103 @@
+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

@@ -0,0 +1,54 @@
+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

@@ -23,10 +23,9 @@
 		"resolveJsonModule": true,
 		"isolatedModules": true,
 		"noEmit": true,
+		"incremental": true,
+		"tsBuildInfoFile": "./node_modules/.cache/ts/tsconfig.tsbuildinfo",
 		"paths": {
-			"*": [
-				"./src/*"
-			],
 			"@constants/*": [
 				"./src/container/OnboardingContainer/constants/*"
 			],
@@ -35,7 +34,32 @@
 			],
 			"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": [
 			{
@@ -52,18 +76,11 @@
 	],
 	"include": [
 		"./src",
-		"./src/**/*.ts",
-		"src/**/*.tsx",
-		"src/**/*.d.ts",
-		"babel.config.cjs",
-		"./jest.config.ts",
 		"./__mocks__",
-		"./conf/default.conf",
-		"./public",
-		"./commitlint.config.ts",
-		"./vite.config.ts",
+		"./babel.config.cjs",
+		"./jest.config.ts",
 		"./jest.setup.ts",
-		"./tests/**.ts",
-		"./**/*.d.ts"
+		"./vite.config.ts",
+		"./commitlint.config.ts"
 	]
 }

pkg/apiserver/signozapiserver/inframonitoring.go

@@ -48,25 +48,6 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/infra_monitoring/kubernetes_containers", handler.New(
-		provider.authzMiddleware.ViewAccess(provider.infraMonitoringHandler.ListContainers),
-		handler.OpenAPIDef{
-			ID:                  "ListContainers",
-			Tags:                []string{"inframonitoring"},
-			Summary:             "List Kubernetes Containers for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes containers with key kubeletstats metrics: CPU usage (cores), CPU request/limit utilization, memory working set, and memory request/limit utilization. Each container also reports health signals from the k8s_cluster receiver: status (kubectl-style display status derived from k8s.container.status.state + k8s.container.status.reason), restarts (absolute count from k8s.container.restarts), and ready (ready/not_ready from k8s.container.ready). The row identity is (k8s.pod.uid, k8s.container.name), stable across container restarts. Each container includes metadata attributes (k8s.container.name, k8s.pod.name, container.image.name, container.image.tag, k8s.namespace.name, k8s.node.name, k8s.cluster.name, and workload owner such as deployment/statefulset/daemonset/job). The response type is 'list' for the default (k8s.pod.uid, k8s.container.name) grouping (each row is one container with its current status and ready state) or 'grouped_list' for custom groupBy keys (each row aggregates containers in the group with per-status counts under containerCountsByStatus, per-readiness counts under containerCountsByReady, and restarts as the group sum). Status requires the optional k8s.container.status.state and k8s.container.status.reason metrics; when either is missing, status is omitted and a warning is returned while restarts and ready are still computed. Supports filtering via a filter expression, custom groupBy, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, cpuRequestUtilization, cpuLimitUtilization, memory, memoryRequestUtilization, memoryLimitUtilization) and restarts return -1 as a sentinel when no data is available for that field.",
-			Request:             new(inframonitoringtypes.PostableContainers),
-			RequestContentType:  "application/json",
-			Response:            new(inframonitoringtypes.Containers),
-			ResponseContentType: "application/json",
-			SuccessStatusCode:   http.StatusOK,
-			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusUnauthorized},
-			Deprecated:          false,
-			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-		})).Methods(http.MethodPost).GetError(); err != nil {
-		return err
-	}
-
 	if err := router.Handle("/api/v2/infra_monitoring/nodes", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.infraMonitoringHandler.ListNodes),
 		handler.OpenAPIDef{

pkg/apiserver/signozapiserver/role.go

@@ -145,86 +145,5 @@ 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

@@ -39,15 +39,6 @@ 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
 
@@ -102,14 +93,8 @@ 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

@@ -189,22 +189,10 @@ 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

@@ -74,46 +74,6 @@ 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)
@@ -131,99 +91,6 @@ 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][]map[string]string, error)
+	GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error)
 
 	statsreporter.StatsCollector
 

pkg/modules/dashboard/impldashboard/module.go

@@ -11,6 +11,7 @@ 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"
@@ -168,13 +169,13 @@ 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][]map[string]string, error) {
+func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, metricNames []string) (map[string][]dashboardtypes.DashboardPanelRef, error) {
 	dashboards, err := module.List(ctx, orgID)
 	if err != nil {
 		return nil, err
 	}
 
-	result := make(map[string][]map[string]string)
+	result := make(map[string][]dashboardtypes.DashboardPanelRef)
 
 	for _, dashboard := range dashboards {
 		dashData := dashboard.Data
@@ -198,21 +199,27 @@ func (module *module) GetByMetricNames(ctx context.Context, orgID valuer.UUID, m
 				continue
 			}
 
-			// Track which metrics were found in this widget
+			// 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.
 			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)
+			module.checkBuilderQueriesForMetricNames(query, metricNames, foundMetrics, groupByByMetric, filterByByMetric)
 			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], map[string]string{
-					"dashboard_id":   dashboard.ID,
-					"widget_name":    widgetTitle,
-					"widget_id":      widgetID,
-					"dashboard_name": dashTitle,
+				result[metricName] = append(result[metricName], dashboardtypes.DashboardPanelRef{
+					DashboardID:   dashboard.ID,
+					DashboardName: dashTitle,
+					PanelID:       widgetID,
+					PanelName:     widgetTitle,
+					GroupBy:       groupByByMetric[metricName],
+					FilterBy:      filterByByMetric[metricName],
 				})
 			}
 		}
@@ -260,7 +267,10 @@ func (module *module) DeletePublic(_ context.Context, _ valuer.UUID, _ valuer.UU
 }
 
 // checkBuilderQueriesForMetricNames checks builder.queryData[] for aggregations[].metricName.
-func (module *module) checkBuilderQueriesForMetricNames(query map[string]interface{}, metricNames []string, foundMetrics map[string]bool) {
+// 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) {
 	builder, ok := query["builder"].(map[string]interface{})
 	if !ok {
 		return
@@ -288,6 +298,7 @@ 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 {
@@ -301,9 +312,98 @@ 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

@@ -7,7 +7,9 @@ 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 {
@@ -54,7 +56,13 @@ func (handler *handler) GetFieldsValues(rw http.ResponseWriter, req *http.Reques
 
 	fieldValueSelector := telemetrytypes.NewFieldValueSelectorFromPostableFieldValueParams(params)
 
-	allValues, allComplete, err := handler.telemetryMetadataStore.GetAllValues(ctx, fieldValueSelector)
+	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)
 	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, req *inframonitoringtypes.PostableClusters) (map[string]map[string]string, error) {
+func (m *module) getClustersTableMetadata(ctx context.Context, orgID valuer.UUID, 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, clustersTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, clustersTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/containers.go

@@ -1,811 +0,0 @@
-package implinframonitoring
-
-import (
-	"context"
-	"fmt"
-	"slices"
-	"strings"
-
-	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/huandu/go-sqlbuilder"
-)
-
-// buildContainerRecords assembles the page records, merging kubeletstats
-// metrics (A-F from the querier) with the k8scluster health signals (status,
-// restarts, ready). In list mode (isContainerRowInGroupBy=true) each group is a
-// single container, so exactly one status/ready bucket is 1 and the single
-// Status/Ready fields are derived from it; otherwise they stay NoData and only
-// the per-group counts are populated.
-func buildContainerRecords(
-	isContainerRowInGroupBy bool,
-	resp *qbtypes.QueryRangeResponse,
-	pageGroups []map[string]string,
-	groupBy []qbtypes.GroupByKey,
-	metadataMap map[string]map[string]string,
-	statusCounts map[string]containerStatusCounts,
-	restartCounts map[string]int64,
-	readyCounts map[string]containerReadyCounts,
-) []inframonitoringtypes.ContainerRecord {
-	metricsMap := parseFullQueryResponse(resp, groupBy)
-
-	records := make([]inframonitoringtypes.ContainerRecord, 0, len(pageGroups))
-	for _, labels := range pageGroups {
-		compositeKey := compositeKeyFromLabels(labels, groupBy)
-
-		record := inframonitoringtypes.ContainerRecord{ // initialize with default values
-			PodUID:                   labels[podUIDAttrKey],
-			ContainerName:            labels[containerNameAttrKey],
-			Status:                   inframonitoringtypes.ContainerStatusNoData,
-			Ready:                    inframonitoringtypes.ContainerReadyNoData,
-			Restarts:                 -1,
-			CPU:                      -1,
-			CPURequestUtilization:    -1,
-			CPULimitUtilization:      -1,
-			Memory:                   -1,
-			MemoryRequestUtilization: -1,
-			MemoryLimitUtilization:   -1,
-			Meta:                     map[string]string{},
-		}
-
-		if metrics, ok := metricsMap[compositeKey]; ok {
-			if v, exists := metrics["A"]; exists {
-				record.CPU = v
-			}
-			if v, exists := metrics["B"]; exists {
-				record.CPURequestUtilization = v
-			}
-			if v, exists := metrics["C"]; exists {
-				record.CPULimitUtilization = v
-			}
-			if v, exists := metrics["D"]; exists {
-				record.Memory = v
-			}
-			if v, exists := metrics["E"]; exists {
-				record.MemoryRequestUtilization = v
-			}
-			if v, exists := metrics["F"]; exists {
-				record.MemoryLimitUtilization = v
-			}
-		}
-
-		if statusCountsForGroup, ok := statusCounts[compositeKey]; ok {
-			record.ContainerCountsByStatus = containerStatusCountsToResponse(statusCountsForGroup)
-
-			// In list mode each group is one container; the count==1 bucket identifies the status.
-			if isContainerRowInGroupBy {
-				switch {
-				case statusCountsForGroup.Running == 1:
-					record.Status = inframonitoringtypes.ContainerStatusRunning
-				case statusCountsForGroup.Waiting == 1:
-					record.Status = inframonitoringtypes.ContainerStatusWaiting
-				case statusCountsForGroup.Terminated == 1:
-					record.Status = inframonitoringtypes.ContainerStatusTerminated
-				case statusCountsForGroup.CrashLoopBackOff == 1:
-					record.Status = inframonitoringtypes.ContainerStatusCrashLoopBackOff
-				case statusCountsForGroup.ImagePullBackOff == 1:
-					record.Status = inframonitoringtypes.ContainerStatusImagePullBackOff
-				case statusCountsForGroup.ErrImagePull == 1:
-					record.Status = inframonitoringtypes.ContainerStatusErrImagePull
-				case statusCountsForGroup.CreateContainerConfigError == 1:
-					record.Status = inframonitoringtypes.ContainerStatusCreateContainerConfigError
-				case statusCountsForGroup.ContainerCreating == 1:
-					record.Status = inframonitoringtypes.ContainerStatusContainerCreating
-				case statusCountsForGroup.OOMKilled == 1:
-					record.Status = inframonitoringtypes.ContainerStatusOOMKilled
-				case statusCountsForGroup.Completed == 1:
-					record.Status = inframonitoringtypes.ContainerStatusCompleted
-				case statusCountsForGroup.Error == 1:
-					record.Status = inframonitoringtypes.ContainerStatusError
-				case statusCountsForGroup.ContainerCannotRun == 1:
-					record.Status = inframonitoringtypes.ContainerStatusContainerCannotRun
-				case statusCountsForGroup.Unknown == 1:
-					record.Status = inframonitoringtypes.ContainerStatusUnknown
-				}
-			}
-		}
-
-		// Restart count: container's own count (list mode) or group sum (grouped mode).
-		if restartCountForGroup, ok := restartCounts[compositeKey]; ok {
-			record.Restarts = restartCountForGroup
-		}
-
-		if readyCountsForGroup, ok := readyCounts[compositeKey]; ok {
-			record.ContainerCountsByReady = containerReadyCountsToResponse(readyCountsForGroup)
-
-			// In list mode each group is one container; exactly one of ready/not_ready is 1.
-			if isContainerRowInGroupBy {
-				switch {
-				case readyCountsForGroup.Ready == 1:
-					record.Ready = inframonitoringtypes.ContainerReadyReady
-				case readyCountsForGroup.NotReady == 1:
-					record.Ready = inframonitoringtypes.ContainerReadyNotReady
-				}
-			}
-		}
-
-		if attrs, ok := metadataMap[compositeKey]; ok {
-			for k, v := range attrs {
-				record.Meta[k] = v
-			}
-		}
-
-		records = append(records, record)
-	}
-	return records
-}
-
-func (m *module) getTopContainerGroups(
-	ctx context.Context,
-	orgID valuer.UUID,
-	req *inframonitoringtypes.PostableContainers,
-	metadataMap map[string]map[string]string,
-) ([]map[string]string, error) {
-	orderByKey := req.OrderBy.Key.Name
-	if orderByKey == inframonitoringtypes.ContainerNameAttrKey {
-		return inframonitoringtypes.PaginateMetadataByName(metadataMap, req.GroupBy, req.OrderBy.Direction, req.Offset, req.Limit, inframonitoringtypes.ContainerNameAttrKey), nil
-	}
-	queryNamesForOrderBy := orderByToContainersQueryNames[orderByKey]
-	rankingQueryName := queryNamesForOrderBy[len(queryNamesForOrderBy)-1]
-
-	topReq := &qbtypes.QueryRangeRequest{
-		Start:       uint64(req.Start),
-		End:         uint64(req.End),
-		RequestType: qbtypes.RequestTypeScalar,
-		CompositeQuery: qbtypes.CompositeQuery{
-			Queries: make([]qbtypes.QueryEnvelope, 0, len(queryNamesForOrderBy)),
-		},
-	}
-
-	for _, envelope := range m.newContainersTableListQuery().CompositeQuery.Queries {
-		if !slices.Contains(queryNamesForOrderBy, envelope.GetQueryName()) {
-			continue
-		}
-		copied := envelope
-		if copied.Type == qbtypes.QueryTypeBuilder {
-			existingExpr := ""
-			if f := copied.GetFilter(); f != nil {
-				existingExpr = f.Expression
-			}
-			reqFilterExpr := ""
-			if req.Filter != nil {
-				reqFilterExpr = req.Filter.Expression
-			}
-			merged := mergeFilterExpressions(existingExpr, reqFilterExpr)
-			copied.SetFilter(&qbtypes.Filter{Expression: merged})
-			copied.SetGroupBy(req.GroupBy)
-		}
-		topReq.CompositeQuery.Queries = append(topReq.CompositeQuery.Queries, copied)
-	}
-
-	resp, err := m.querier.QueryRange(ctx, orgID, topReq)
-	if err != nil {
-		return nil, err
-	}
-
-	allMetricGroups := parseAndSortGroups(resp, rankingQueryName, req.GroupBy, req.OrderBy.Direction)
-	return paginateWithBackfill(allMetricGroups, metadataMap, req.GroupBy, req.Offset, req.Limit), nil
-}
-
-func (m *module) getContainersTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableContainers) (map[string]map[string]string, error) {
-	var nonGroupByAttrs []string
-	for _, key := range containerAttrKeysForMetadata {
-		if !isKeyInGroupByAttrs(req.GroupBy, key) {
-			nonGroupByAttrs = append(nonGroupByAttrs, key)
-		}
-	}
-	return m.getMetadata(ctx, containersTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
-}
-
-// getPerGroupContainerStatusCountsWithReqMetricChecks gates
-// getPerGroupContainerStatusCounts on the required metrics being present. If
-// either of containerStatusMetricNamesList (k8s.container.status.state /
-// k8s.container.status.reason) has never been reported, it skips the query and
-// returns a warning instead (the status derivation needs both). Otherwise it
-// runs the query. The returned counts map is empty (never nil) when gated off.
-func (m *module) getPerGroupContainerStatusCountsWithReqMetricChecks(
-	ctx context.Context,
-	start, end int64,
-	filter *qbtypes.Filter,
-	groupBy []qbtypes.GroupByKey,
-	pageGroups []map[string]string,
-) (map[string]containerStatusCounts, *qbtypes.QueryWarnData, error) {
-	present, err := m.getMetricsExistence(ctx, containerStatusMetricNamesList)
-	if err != nil {
-		return nil, nil, err
-	}
-
-	var missing []string
-	for _, name := range containerStatusMetricNamesList {
-		if !present[name] {
-			missing = append(missing, name)
-		}
-	}
-	if len(missing) > 0 {
-		warning := &qbtypes.QueryWarnData{
-			Message: fmt.Sprintf(
-				"Container status could not be computed: required metric(s) not found: %s. "+
-					"Enable the optional k8s.container.status.state and k8s.container.status.reason "+
-					"metrics in the k8s_cluster receiver to see container statuses.",
-				strings.Join(missing, ", "),
-			),
-			Url: docLinkK8sClusterReceiver,
-		}
-		return map[string]containerStatusCounts{}, warning, nil
-	}
-
-	counts, err := m.getPerGroupContainerStatusCounts(ctx, start, end, filter, groupBy, pageGroups)
-	if err != nil {
-		return nil, nil, err
-	}
-	return counts, nil, nil
-}
-
-// getPerGroupContainerStatusCounts computes per-group counts of distinct
-// containers bucketed by their latest kubectl-style display status in window.
-// Caller must ensure the required metrics exist
-// (getPerGroupContainerStatusCountsWithReqMetricChecks).
-//
-// Row identity is (pod_uid, container_name). Pipeline:
-//
-//	state_fps / container_state:   current k8s.container.status.state per container
-//	                               (argMaxIf(state, unix_milli, value=1) — safe because a
-//	                               container always has exactly one active state).
-//	reason_fps / container_reason: highest-priority active k8s.container.status.reason per
-//	                               container (two-level: HAVING is_active=1 excludes stale
-//	                               reasons of recovered containers).
-//	container_status:              display status per container (reason > state fallback).
-//	countContainersPerStatus:      per-group uniqExactIf over distinct (pod_uid, container_name).
-//
-// Groups absent from the result map have implicit zero counts (caller default).
-func (m *module) getPerGroupContainerStatusCounts(
-	ctx context.Context,
-	start, end int64,
-	filter *qbtypes.Filter,
-	groupBy []qbtypes.GroupByKey,
-	pageGroups []map[string]string,
-) (map[string]containerStatusCounts, error) {
-	if len(pageGroups) == 0 || len(groupBy) == 0 {
-		return map[string]containerStatusCounts{}, nil
-	}
-
-	userFilterExpr := ""
-	if filter != nil {
-		userFilterExpr = filter.Expression
-	}
-	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
-
-	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
-
-	// Built once; identical across the two fps CTEs (buildFilterClause hits the
-	// metadata store + parses the expression). AddWhereClause only reads it.
-	var (
-		filterClause *sqlbuilder.WhereClause
-		err          error
-	)
-	if mergedFilterExpr != "" {
-		filterClause, err = m.buildFilterClause(ctx, &qbtypes.Filter{Expression: mergedFilterExpr}, start, end)
-		if err != nil {
-			return nil, err
-		}
-	}
-
-	// ----- state_fps (carries groupBy cols) -----
-	stateFps := sqlbuilder.NewSelectBuilder()
-	stateFpsCols := []string{
-		"fingerprint",
-		fmt.Sprintf("JSONExtractString(labels, %s) AS pod_uid", stateFps.Var(podUIDAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", stateFps.Var(containerNameAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS state", stateFps.Var(containerStatusStateAttrKey)),
-	}
-	for _, key := range groupBy {
-		stateFpsCols = append(stateFpsCols,
-			fmt.Sprintf("JSONExtractString(labels, %s) AS %s", stateFps.Var(key.Name), quoteIdentifier(key.Name)),
-		)
-	}
-	stateFps.Select(stateFpsCols...)
-	stateFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
-	stateFps.Where(
-		stateFps.E("metric_name", containerStatusStateMetricName),
-		stateFps.GE("unix_milli", tsAdjustedStart),
-		stateFps.LE("unix_milli", flooredEndMs),
-	)
-	if filterClause != nil {
-		stateFps.AddWhereClause(filterClause)
-	}
-	stateFpsGroupBy := []string{"fingerprint", "pod_uid", "container_name", "state"}
-	for _, key := range groupBy {
-		stateFpsGroupBy = append(stateFpsGroupBy, quoteIdentifier(key.Name))
-	}
-	stateFps.GroupBy(stateFpsGroupBy...)
-	stateFpsSQL, stateFpsArgs := stateFps.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- container_state (current state per container; single-pass argMaxIf) -----
-	containerState := sqlbuilder.NewSelectBuilder()
-	containerStateCols := []string{
-		"fps.pod_uid AS pod_uid",
-		"fps.container_name AS container_name",
-	}
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		containerStateCols = append(containerStateCols, fmt.Sprintf("argMax(fps.%s, samples.unix_milli) AS %s", col, col))
-	}
-	containerStateCols = append(containerStateCols,
-		fmt.Sprintf("argMaxIf(fps.state, samples.unix_milli, samples.%s = 1) AS state", valueCol),
-	)
-	containerState.Select(containerStateCols...)
-	containerState.From(fmt.Sprintf(
-		"%s.%s AS samples INNER JOIN state_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		telemetrymetrics.DBName, distributedSamplesTable,
-	))
-	containerState.Where(
-		containerState.E("samples.metric_name", containerStatusStateMetricName),
-		containerState.GE("samples.unix_milli", samplesStartMs),
-		containerState.L("samples.unix_milli", flooredEndMs),
-		"fps.pod_uid != ''",
-	)
-	containerState.GroupBy("fps.pod_uid", "fps.container_name")
-	containerStateSQL, containerStateArgs := containerState.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- reason_fps -----
-	reasonFps := sqlbuilder.NewSelectBuilder()
-	reasonFps.Select(
-		"fingerprint",
-		fmt.Sprintf("JSONExtractString(labels, %s) AS pod_uid", reasonFps.Var(podUIDAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", reasonFps.Var(containerNameAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS reason", reasonFps.Var(containerStatusReasonAttrKey)),
-	)
-	reasonFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
-	reasonFps.Where(
-		reasonFps.E("metric_name", containerStatusReasonMetricName),
-		reasonFps.GE("unix_milli", tsAdjustedStart),
-		reasonFps.LE("unix_milli", flooredEndMs),
-	)
-	if filterClause != nil {
-		reasonFps.AddWhereClause(filterClause)
-	}
-	reasonFps.GroupBy("fingerprint", "pod_uid", "container_name", "reason")
-	reasonFpsSQL, reasonFpsArgs := reasonFps.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- container_reason -----
-	// Inner: latest value per (pod, container, reason) -> kills stale fingerprints
-	// from old container incarnations; keep only active (=1). Outer:
-	// highest-priority active reason per container (waiting > terminated).
-	priorityCase := "CASE fps.reason " +
-		"WHEN 'CrashLoopBackOff' THEN 8 " +
-		"WHEN 'ImagePullBackOff' THEN 7 " +
-		"WHEN 'ErrImagePull' THEN 6 " +
-		"WHEN 'CreateContainerConfigError' THEN 5 " +
-		"WHEN 'ContainerCreating' THEN 4 " +
-		"WHEN 'OOMKilled' THEN 3 " +
-		"WHEN 'Error' THEN 2 " +
-		"WHEN 'ContainerCannotRun' THEN 1 " +
-		"WHEN 'Completed' THEN 0 " +
-		"ELSE -1 END"
-	reasonInner := sqlbuilder.NewSelectBuilder()
-	reasonInner.Select(
-		"fps.pod_uid AS pod_uid",
-		"fps.container_name AS container_name",
-		"fps.reason AS reason",
-		fmt.Sprintf("argMax(samples.%s, samples.unix_milli) AS is_active", valueCol),
-		priorityCase+" AS priority",
-	)
-	reasonInner.From(fmt.Sprintf(
-		"%s.%s AS samples INNER JOIN reason_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		telemetrymetrics.DBName, distributedSamplesTable,
-	))
-	reasonInner.Where(
-		reasonInner.E("samples.metric_name", containerStatusReasonMetricName),
-		reasonInner.GE("samples.unix_milli", samplesStartMs),
-		reasonInner.L("samples.unix_milli", flooredEndMs),
-		"fps.pod_uid != ''",
-	)
-	reasonInner.GroupBy("fps.pod_uid", "fps.container_name", "fps.reason")
-	reasonInner.Having("is_active = 1")
-	reasonInnerSQL, reasonInnerArgs := reasonInner.BuildWithFlavor(sqlbuilder.ClickHouse)
-	containerReasonSQL := fmt.Sprintf(
-		"SELECT pod_uid, container_name, argMax(reason, priority) AS active_reason FROM (%s) GROUP BY pod_uid, container_name",
-		reasonInnerSQL,
-	)
-
-	// ----- container_status (display status per container) -----
-	// container reason > state fallback (running/terminated/waiting).
-	displayStatusExpr := "multiIf(" +
-		"cr.active_reason != '', cr.active_reason, " +
-		"st.state = 'running', 'Running', " +
-		"st.state = 'terminated', 'Terminated', " +
-		"st.state = 'waiting', 'Waiting', " +
-		"'Unknown')"
-	containerStatusSelectCols := []string{
-		"st.pod_uid AS pod_uid",
-		"st.container_name AS container_name",
-	}
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		containerStatusSelectCols = append(containerStatusSelectCols, fmt.Sprintf("st.%s AS %s", col, col))
-	}
-	containerStatusSelectCols = append(containerStatusSelectCols, displayStatusExpr+" AS display_status")
-	containerStatusSQL := fmt.Sprintf(
-		"SELECT %s FROM container_state AS st "+
-			"LEFT JOIN container_reason AS cr ON st.pod_uid = cr.pod_uid AND st.container_name = cr.container_name",
-		strings.Join(containerStatusSelectCols, ", "),
-	)
-
-	// ----- countContainersPerStatus (outer SELECT) -----
-	// Fixed status order; MUST match the containerStatusCounts assignment below.
-	displayStatuses := []string{
-		"Running", "Waiting", "Terminated",
-		"CrashLoopBackOff", "ImagePullBackOff", "ErrImagePull", "CreateContainerConfigError",
-		"ContainerCreating", "OOMKilled", "Completed", "Error", "ContainerCannotRun",
-		"Unknown",
-	}
-	countSelectCols := make([]string, 0, len(groupBy)+len(displayStatuses))
-	countGroupBy := make([]string, 0, len(groupBy))
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		countSelectCols = append(countSelectCols, col)
-		countGroupBy = append(countGroupBy, col)
-	}
-	for i, st := range displayStatuses {
-		countSelectCols = append(countSelectCols,
-			fmt.Sprintf("uniqExactIf((pod_uid, container_name), display_status = '%s') AS c%d", st, i),
-		)
-	}
-	countSQL := fmt.Sprintf(
-		"SELECT %s FROM container_status GROUP BY %s",
-		strings.Join(countSelectCols, ", "),
-		strings.Join(countGroupBy, ", "),
-	)
-
-	// Combine CTEs + outer. Arg order mirrors CTE declaration order.
-	cteFragments := []string{
-		fmt.Sprintf("state_fps AS (%s)", stateFpsSQL),
-		fmt.Sprintf("container_state AS (%s)", containerStateSQL),
-		fmt.Sprintf("reason_fps AS (%s)", reasonFpsSQL),
-		fmt.Sprintf("container_reason AS (%s)", containerReasonSQL),
-		fmt.Sprintf("container_status AS (%s)", containerStatusSQL),
-	}
-	finalSQL := querybuilder.CombineCTEs(cteFragments) + countSQL
-	finalArgs := querybuilder.PrependArgs([][]any{
-		stateFpsArgs, containerStateArgs, reasonFpsArgs, reasonInnerArgs,
-	}, nil)
-
-	rows, err := m.telemetryStore.ClickhouseDB().Query(ctx, finalSQL, finalArgs...)
-	if err != nil {
-		return nil, err
-	}
-	defer rows.Close()
-
-	result := make(map[string]containerStatusCounts)
-	for rows.Next() {
-		groupVals := make([]string, len(groupBy))
-		counts := make([]uint64, len(displayStatuses))
-		scanPtrs := make([]any, 0, len(groupBy)+len(displayStatuses))
-		for i := range groupVals {
-			scanPtrs = append(scanPtrs, &groupVals[i])
-		}
-		for i := range counts {
-			scanPtrs = append(scanPtrs, &counts[i])
-		}
-		if err := rows.Scan(scanPtrs...); err != nil {
-			return nil, err
-		}
-		result[compositeKeyFromList(groupVals)] = containerStatusCounts{
-			Running:                    int(counts[0]),
-			Waiting:                    int(counts[1]),
-			Terminated:                 int(counts[2]),
-			CrashLoopBackOff:           int(counts[3]),
-			ImagePullBackOff:           int(counts[4]),
-			ErrImagePull:               int(counts[5]),
-			CreateContainerConfigError: int(counts[6]),
-			ContainerCreating:          int(counts[7]),
-			OOMKilled:                  int(counts[8]),
-			Completed:                  int(counts[9]),
-			Error:                      int(counts[10]),
-			ContainerCannotRun:         int(counts[11]),
-			Unknown:                    int(counts[12]),
-		}
-	}
-	if err := rows.Err(); err != nil {
-		return nil, err
-	}
-	return result, nil
-}
-
-// getPerGroupContainerRestartCounts computes the absolute container restart count
-// per group from k8s.container.restarts (default-enabled, so no existence gate).
-// In list mode (groupBy contains the row identity) each group is one container ->
-// its restart count; in grouped mode it's the summed restarts across all
-// containers in the group. argMax(value, unix_milli) per (pod, container) takes
-// the current cumulative count from the latest incarnation, then sum.
-//
-//	restart_fps:        fp ↔ (pod_uid, container_name, groupBy cols) from time_series.
-//	container_restarts: INNER JOIN samples, latest restartCount per (pod, container).
-//	(outer):            per-group sum(restart_count).
-//
-// Groups absent from the result map have no data (caller default).
-func (m *module) getPerGroupContainerRestartCounts(
-	ctx context.Context,
-	start, end int64,
-	filter *qbtypes.Filter,
-	groupBy []qbtypes.GroupByKey,
-	pageGroups []map[string]string,
-) (map[string]int64, error) {
-	if len(pageGroups) == 0 || len(groupBy) == 0 {
-		return map[string]int64{}, nil
-	}
-
-	userFilterExpr := ""
-	if filter != nil {
-		userFilterExpr = filter.Expression
-	}
-	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
-
-	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
-
-	var (
-		filterClause *sqlbuilder.WhereClause
-		err          error
-	)
-	if mergedFilterExpr != "" {
-		filterClause, err = m.buildFilterClause(ctx, &qbtypes.Filter{Expression: mergedFilterExpr}, start, end)
-		if err != nil {
-			return nil, err
-		}
-	}
-
-	// ----- restart_fps (carries groupBy cols) -----
-	restartFps := sqlbuilder.NewSelectBuilder()
-	restartFpsCols := []string{
-		"fingerprint",
-		fmt.Sprintf("JSONExtractString(labels, %s) AS pod_uid", restartFps.Var(podUIDAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", restartFps.Var(containerNameAttrKey)),
-	}
-	for _, key := range groupBy {
-		restartFpsCols = append(restartFpsCols,
-			fmt.Sprintf("JSONExtractString(labels, %s) AS %s", restartFps.Var(key.Name), quoteIdentifier(key.Name)),
-		)
-	}
-	restartFps.Select(restartFpsCols...)
-	restartFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
-	restartFps.Where(
-		restartFps.E("metric_name", containerRestartsMetricName),
-		restartFps.GE("unix_milli", tsAdjustedStart),
-		restartFps.LE("unix_milli", flooredEndMs),
-	)
-	if filterClause != nil {
-		restartFps.AddWhereClause(filterClause)
-	}
-	restartFpsGroupBy := []string{"fingerprint", "pod_uid", "container_name"}
-	for _, key := range groupBy {
-		restartFpsGroupBy = append(restartFpsGroupBy, quoteIdentifier(key.Name))
-	}
-	restartFps.GroupBy(restartFpsGroupBy...)
-	restartFpsSQL, restartFpsArgs := restartFps.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- container_restarts (latest cumulative count per container) -----
-	containerRestarts := sqlbuilder.NewSelectBuilder()
-	containerRestartsCols := []string{
-		"fps.pod_uid AS pod_uid",
-		"fps.container_name AS container_name",
-	}
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		containerRestartsCols = append(containerRestartsCols, fmt.Sprintf("argMax(fps.%s, samples.unix_milli) AS %s", col, col))
-	}
-	containerRestartsCols = append(containerRestartsCols, fmt.Sprintf("argMax(samples.%s, samples.unix_milli) AS restart_count", valueCol))
-	containerRestarts.Select(containerRestartsCols...)
-	containerRestarts.From(fmt.Sprintf(
-		"%s.%s AS samples INNER JOIN restart_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		telemetrymetrics.DBName, distributedSamplesTable,
-	))
-	containerRestarts.Where(
-		containerRestarts.E("samples.metric_name", containerRestartsMetricName),
-		containerRestarts.GE("samples.unix_milli", samplesStartMs),
-		containerRestarts.L("samples.unix_milli", flooredEndMs),
-		"fps.pod_uid != ''",
-	)
-	containerRestarts.GroupBy("fps.pod_uid", "fps.container_name")
-	containerRestartsSQL, containerRestartsArgs := containerRestarts.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- outer: per-group sum across containers -----
-	sumSelectCols := make([]string, 0, len(groupBy)+1)
-	sumGroupBy := make([]string, 0, len(groupBy))
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		sumSelectCols = append(sumSelectCols, col)
-		sumGroupBy = append(sumGroupBy, col)
-	}
-	sumSelectCols = append(sumSelectCols, "sum(restart_count) AS total_restarts")
-	sumSQL := fmt.Sprintf(
-		"SELECT %s FROM container_restarts GROUP BY %s",
-		strings.Join(sumSelectCols, ", "),
-		strings.Join(sumGroupBy, ", "),
-	)
-
-	cteFragments := []string{
-		fmt.Sprintf("restart_fps AS (%s)", restartFpsSQL),
-		fmt.Sprintf("container_restarts AS (%s)", containerRestartsSQL),
-	}
-	finalSQL := querybuilder.CombineCTEs(cteFragments) + sumSQL
-	finalArgs := querybuilder.PrependArgs([][]any{restartFpsArgs, containerRestartsArgs}, nil)
-
-	rows, err := m.telemetryStore.ClickhouseDB().Query(ctx, finalSQL, finalArgs...)
-	if err != nil {
-		return nil, err
-	}
-	defer rows.Close()
-
-	result := make(map[string]int64)
-	for rows.Next() {
-		groupVals := make([]string, len(groupBy))
-		var totalRestarts float64
-		scanPtrs := make([]any, 0, len(groupBy)+1)
-		for i := range groupVals {
-			scanPtrs = append(scanPtrs, &groupVals[i])
-		}
-		scanPtrs = append(scanPtrs, &totalRestarts)
-		if err := rows.Scan(scanPtrs...); err != nil {
-			return nil, err
-		}
-		result[compositeKeyFromList(groupVals)] = int64(totalRestarts)
-	}
-	if err := rows.Err(); err != nil {
-		return nil, err
-	}
-	return result, nil
-}
-
-// getPerGroupContainerReadyCounts computes per-group counts of distinct
-// containers bucketed by their latest readiness (k8s.container.ready, a single
-// 0/1 gauge per container — default-enabled, so no existence gate). ready = latest
-// value 1; not_ready = latest value < 1.
-//
-//	ready_fps:       fp ↔ (pod_uid, container_name, groupBy cols) from time_series.
-//	container_ready: INNER JOIN samples, latest ready value per (pod, container).
-//	(outer):         per-group uniqExactIf over distinct (pod_uid, container_name).
-//
-// Groups absent from the result map have no data (caller default).
-func (m *module) getPerGroupContainerReadyCounts(
-	ctx context.Context,
-	start, end int64,
-	filter *qbtypes.Filter,
-	groupBy []qbtypes.GroupByKey,
-	pageGroups []map[string]string,
-) (map[string]containerReadyCounts, error) {
-	if len(pageGroups) == 0 || len(groupBy) == 0 {
-		return map[string]containerReadyCounts{}, nil
-	}
-
-	userFilterExpr := ""
-	if filter != nil {
-		userFilterExpr = filter.Expression
-	}
-	mergedFilterExpr := mergeFilterExpressions(userFilterExpr, buildPageGroupsFilterExpr(pageGroups))
-
-	samplesStartMs, flooredEndMs, tsAdjustedStart, _, localTimeSeriesTable, distributedSamplesTable, _ := alignedMetricWindow(start, end)
-	valueCol := telemetrymetrics.ValueColumnForSamplesTable(distributedSamplesTable)
-
-	var (
-		filterClause *sqlbuilder.WhereClause
-		err          error
-	)
-	if mergedFilterExpr != "" {
-		filterClause, err = m.buildFilterClause(ctx, &qbtypes.Filter{Expression: mergedFilterExpr}, start, end)
-		if err != nil {
-			return nil, err
-		}
-	}
-
-	// ----- ready_fps (carries groupBy cols) -----
-	readyFps := sqlbuilder.NewSelectBuilder()
-	readyFpsCols := []string{
-		"fingerprint",
-		fmt.Sprintf("JSONExtractString(labels, %s) AS pod_uid", readyFps.Var(podUIDAttrKey)),
-		fmt.Sprintf("JSONExtractString(labels, %s) AS container_name", readyFps.Var(containerNameAttrKey)),
-	}
-	for _, key := range groupBy {
-		readyFpsCols = append(readyFpsCols,
-			fmt.Sprintf("JSONExtractString(labels, %s) AS %s", readyFps.Var(key.Name), quoteIdentifier(key.Name)),
-		)
-	}
-	readyFps.Select(readyFpsCols...)
-	readyFps.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, localTimeSeriesTable))
-	readyFps.Where(
-		readyFps.E("metric_name", containerReadyMetricName),
-		readyFps.GE("unix_milli", tsAdjustedStart),
-		readyFps.LE("unix_milli", flooredEndMs),
-	)
-	if filterClause != nil {
-		readyFps.AddWhereClause(filterClause)
-	}
-	readyFpsGroupBy := []string{"fingerprint", "pod_uid", "container_name"}
-	for _, key := range groupBy {
-		readyFpsGroupBy = append(readyFpsGroupBy, quoteIdentifier(key.Name))
-	}
-	readyFps.GroupBy(readyFpsGroupBy...)
-	readyFpsSQL, readyFpsArgs := readyFps.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- container_ready (latest 0/1 per container) -----
-	containerReady := sqlbuilder.NewSelectBuilder()
-	containerReadyCols := []string{
-		"fps.pod_uid AS pod_uid",
-		"fps.container_name AS container_name",
-	}
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		containerReadyCols = append(containerReadyCols, fmt.Sprintf("argMax(fps.%s, samples.unix_milli) AS %s", col, col))
-	}
-	containerReadyCols = append(containerReadyCols, fmt.Sprintf("argMax(samples.%s, samples.unix_milli) AS ready_value", valueCol))
-	containerReady.Select(containerReadyCols...)
-	containerReady.From(fmt.Sprintf(
-		"%s.%s AS samples INNER JOIN ready_fps AS fps ON samples.fingerprint = fps.fingerprint",
-		telemetrymetrics.DBName, distributedSamplesTable,
-	))
-	containerReady.Where(
-		containerReady.E("samples.metric_name", containerReadyMetricName),
-		containerReady.GE("samples.unix_milli", samplesStartMs),
-		containerReady.L("samples.unix_milli", flooredEndMs),
-		"fps.pod_uid != ''",
-	)
-	containerReady.GroupBy("fps.pod_uid", "fps.container_name")
-	containerReadySQL, containerReadyArgs := containerReady.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	// ----- outer: per-group ready / not_ready counts over distinct containers -----
-	countSelectCols := make([]string, 0, len(groupBy)+2)
-	countGroupBy := make([]string, 0, len(groupBy))
-	for _, key := range groupBy {
-		col := quoteIdentifier(key.Name)
-		countSelectCols = append(countSelectCols, col)
-		countGroupBy = append(countGroupBy, col)
-	}
-	countSelectCols = append(countSelectCols,
-		"uniqExactIf((pod_uid, container_name), ready_value = 1) AS ready",
-		"uniqExactIf((pod_uid, container_name), ready_value < 1) AS not_ready",
-	)
-	countSQL := fmt.Sprintf(
-		"SELECT %s FROM container_ready GROUP BY %s",
-		strings.Join(countSelectCols, ", "),
-		strings.Join(countGroupBy, ", "),
-	)
-
-	cteFragments := []string{
-		fmt.Sprintf("ready_fps AS (%s)", readyFpsSQL),
-		fmt.Sprintf("container_ready AS (%s)", containerReadySQL),
-	}
-	finalSQL := querybuilder.CombineCTEs(cteFragments) + countSQL
-	finalArgs := querybuilder.PrependArgs([][]any{readyFpsArgs, containerReadyArgs}, nil)
-
-	rows, err := m.telemetryStore.ClickhouseDB().Query(ctx, finalSQL, finalArgs...)
-	if err != nil {
-		return nil, err
-	}
-	defer rows.Close()
-
-	result := make(map[string]containerReadyCounts)
-	for rows.Next() {
-		groupVals := make([]string, len(groupBy))
-		var ready, notReady uint64
-		scanPtrs := make([]any, 0, len(groupBy)+2)
-		for i := range groupVals {
-			scanPtrs = append(scanPtrs, &groupVals[i])
-		}
-		scanPtrs = append(scanPtrs, &ready, &notReady)
-		if err := rows.Scan(scanPtrs...); err != nil {
-			return nil, err
-		}
-		result[compositeKeyFromList(groupVals)] = containerReadyCounts{
-			Ready:    int(ready),
-			NotReady: int(notReady),
-		}
-	}
-	if err := rows.Err(); err != nil {
-		return nil, err
-	}
-	return result, nil
-}

pkg/modules/inframonitoring/implinframonitoring/containers_constants.go

@@ -1,204 +0,0 @@
-package implinframonitoring
-
-import (
-	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
-	"github.com/SigNoz/signoz/pkg/types/metrictypes"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-)
-
-const containerNameAttrKey = inframonitoringtypes.ContainerNameAttrKey
-
-const (
-	containerStatusStateAttrKey  = "k8s.container.status.state"
-	containerStatusReasonAttrKey = "k8s.container.status.reason"
-)
-
-const (
-	containerStatusStateMetricName  = "k8s.container.status.state"
-	containerStatusReasonMetricName = "k8s.container.status.reason"
-	containerReadyMetricName        = "k8s.container.ready"
-	containerRestartsMetricName     = "k8s.container.restarts"
-)
-
-// containerStatusMetricNamesList are the metrics required to derive the
-// kubectl-style container display status. Gated by
-// getPerGroupContainerStatusCountsWithReqMetricChecks — if either is missing,
-// status is skipped and a warning is returned.
-var containerStatusMetricNamesList = []string{
-	containerStatusStateMetricName,
-	containerStatusReasonMetricName,
-}
-
-var containerNameGroupByKey = qbtypes.GroupByKey{
-	TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-		Name:          containerNameAttrKey,
-		FieldContext:  telemetrytypes.FieldContextResource,
-		FieldDataType: telemetrytypes.FieldDataTypeString,
-	},
-}
-
-// containerRowGroupBy is the default row-identity groupBy for the containers
-// list: (k8s.pod.uid, k8s.container.name). Stable across container restarts.
-// podUIDGroupByKey is shared with the pods module (pods_constants.go).
-var containerRowGroupBy = []qbtypes.GroupByKey{podUIDGroupByKey, containerNameGroupByKey}
-
-// containersTableMetricNamesList are the kubeletstats metrics that carry the
-// container attributes; used for metadata resolution and the retention check.
-var containersTableMetricNamesList = []string{
-	"container.cpu.usage",
-	"k8s.container.cpu_request_utilization",
-	"k8s.container.cpu_limit_utilization",
-	"container.memory.working_set",
-	"k8s.container.memory_request_utilization",
-	"k8s.container.memory_limit_utilization",
-}
-
-var containerAttrKeysForMetadata = []string{
-	"k8s.pod.uid",
-	"k8s.container.name",
-	"k8s.pod.name",
-	"container.image.name",
-	"container.image.tag",
-	"k8s.namespace.name",
-	"k8s.node.name",
-	"k8s.deployment.name",
-	"k8s.statefulset.name",
-	"k8s.daemonset.name",
-	"k8s.job.name",
-	"k8s.cronjob.name",
-	"k8s.cluster.name",
-}
-
-var orderByToContainersQueryNames = map[string][]string{
-	inframonitoringtypes.ContainersOrderByCPU:           {"A"},
-	inframonitoringtypes.ContainersOrderByCPURequest:    {"B"},
-	inframonitoringtypes.ContainersOrderByCPULimit:      {"C"},
-	inframonitoringtypes.ContainersOrderByMemory:        {"D"},
-	inframonitoringtypes.ContainersOrderByMemoryRequest: {"E"},
-	inframonitoringtypes.ContainersOrderByMemoryLimit:   {"F"},
-}
-
-// newContainersTableListQuery builds the composite QB v5 request for the
-// containers list (kubeletstats usage/utilization). Status, restarts and ready
-// come from k8sclusterreceiver via dedicated queries (works for both list and
-// grouped_list modes), so no health query is included here.
-func (m *module) newContainersTableListQuery() *qbtypes.QueryRangeRequest {
-	queries := []qbtypes.QueryEnvelope{
-		// Query A: CPU usage (cores)
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "A",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "container.cpu.usage",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationSum,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-		// Query B: CPU request utilization
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "B",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "k8s.container.cpu_request_utilization",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationAvg,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-		// Query C: CPU limit utilization
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "C",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "k8s.container.cpu_limit_utilization",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationAvg,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-		// Query D: Memory working set
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "D",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "container.memory.working_set",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationSum,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-		// Query E: Memory request utilization
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "E",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "k8s.container.memory_request_utilization",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationAvg,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-		// Query F: Memory limit utilization
-		{
-			Type: qbtypes.QueryTypeBuilder,
-			Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Name:   "F",
-				Signal: telemetrytypes.SignalMetrics,
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "k8s.container.memory_limit_utilization",
-						TimeAggregation:  metrictypes.TimeAggregationAvg,
-						SpaceAggregation: metrictypes.SpaceAggregationAvg,
-						ReduceTo:         qbtypes.ReduceToAvg,
-					},
-				},
-				GroupBy:  containerRowGroupBy,
-				Disabled: false,
-			},
-		},
-	}
-
-	return &qbtypes.QueryRangeRequest{
-		RequestType: qbtypes.RequestTypeScalar,
-		CompositeQuery: qbtypes.CompositeQuery{
-			Queries: queries,
-		},
-	}
-}

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, req *inframonitoringtypes.PostableDaemonSets) (map[string]map[string]string, error) {
+func (m *module) getDaemonSetsTableMetadata(ctx context.Context, orgID valuer.UUID, 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, daemonSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostableDeployments) (map[string]map[string]string, error) {
+func (m *module) getDeploymentsTableMetadata(ctx context.Context, orgID valuer.UUID, 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, deploymentsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, deploymentsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/handler.go

@@ -94,30 +94,6 @@ func (h *handler) ListPods(rw http.ResponseWriter, req *http.Request) {
 	render.Success(rw, http.StatusOK, result)
 }
 
-func (h *handler) ListContainers(rw http.ResponseWriter, req *http.Request) {
-	claims, err := authtypes.ClaimsFromContext(req.Context())
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	orgID := valuer.MustNewUUID(claims.OrgID)
-
-	var parsedReq inframonitoringtypes.PostableContainers
-	if err := binding.JSON.BindBody(req.Body, &parsedReq); err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	result, err := h.module.ListContainers(req.Context(), orgID, &parsedReq)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	render.Success(rw, http.StatusOK, result)
-}
-
 func (h *handler) ListNodes(rw http.ResponseWriter, req *http.Request) {
 	claims, err := authtypes.ClaimsFromContext(req.Context())
 	if err != nil {

pkg/modules/inframonitoring/implinframonitoring/helpers.go

@@ -7,11 +7,14 @@ 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"
 )
 
@@ -367,6 +370,33 @@ 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 {
@@ -533,6 +563,7 @@ 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,
@@ -546,6 +577,8 @@ 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).
@@ -583,22 +616,64 @@ 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)),
-	)
 
-	// 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
+	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
+			}
 		}
+
+		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 {
-			innerSB.AddWhereClause(filterClause)
+			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)
+			}
 		}
 	}
 
@@ -663,26 +738,3 @@ func (m *module) getMetadata(
 
 	return result, nil
 }
-
-// mergeQueryWarnings combines multiple query warnings into one; nil inputs are
-// skipped. The first non-nil warning is the primary; subsequent ones are folded
-// into its Warnings list.
-func mergeQueryWarnings(warnings ...*qbtypes.QueryWarnData) *qbtypes.QueryWarnData {
-	var merged *qbtypes.QueryWarnData
-	for _, w := range warnings {
-		if w == nil {
-			continue
-		}
-		if merged == nil {
-			// Copy so we don't mutate the caller's warning.
-			primary := *w
-			merged = &primary
-			continue
-		}
-		if w.Message != "" {
-			merged.Warnings = append(merged.Warnings, qbtypes.QueryWarnDataAdditional{Message: w.Message})
-		}
-		merged.Warnings = append(merged.Warnings, w.Warnings...)
-	}
-	return merged
-}

pkg/modules/inframonitoring/implinframonitoring/hosts.go

@@ -6,7 +6,9 @@ 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"
@@ -20,12 +22,15 @@ 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 {
@@ -53,27 +58,65 @@ 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)),
-	)
 
-	// 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
+	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
+			}
 		}
+
+		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 {
-			sb.AddWhereClause(filterClause)
+			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)
+			}
 		}
 	}
 
@@ -288,7 +331,7 @@ func (m *module) applyHostsActiveStatusFilter(req *inframonitoringtypes.Postable
 	return false
 }
 
-func (m *module) getHostsTableMetadata(ctx context.Context, req *inframonitoringtypes.PostableHosts) (map[string]map[string]string, error) {
+func (m *module) getHostsTableMetadata(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableHosts) (map[string]map[string]string, error) {
 	var nonGroupByAttrs []string
 	for _, key := range hostAttrKeysForMetadata {
 		if !isKeyInGroupByAttrs(req.GroupBy, key) {
@@ -299,7 +342,7 @@ func (m *module) getHostsTableMetadata(ctx context.Context, req *inframonitoring
 	if req.Filter != nil {
 		filter = &req.Filter.Filter
 	}
-	metadataMap, err := m.getMetadata(ctx, hostsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, filter, req.Start, req.End)
+	metadataMap, err := m.getMetadata(ctx, orgID, hostsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, filter, req.Start, req.End)
 	if err != nil {
 		return nil, err
 	}

pkg/modules/inframonitoring/implinframonitoring/internaltypes.go

@@ -78,61 +78,3 @@ func (s checkSpec) getAllAttrs() []string {
 	}
 	return out
 }
-
-// containerStatusCounts holds per-group container counts bucketed by latest
-// kubectl-style display status in window. Mirrors inframonitoringtypes.ContainerCountsByStatus.
-type containerStatusCounts struct {
-	// State fallback.
-	Running    int
-	Waiting    int
-	Terminated int
-
-	// Container-level reasons.
-	CrashLoopBackOff           int
-	ImagePullBackOff           int
-	ErrImagePull               int
-	CreateContainerConfigError int
-	ContainerCreating          int
-	OOMKilled                  int
-	Completed                  int
-	Error                      int
-	ContainerCannotRun         int
-
-	Unknown int
-}
-
-// containerStatusCountsToResponse copies the internal per-group status counts
-// into the public response struct.
-func containerStatusCountsToResponse(c containerStatusCounts) inframonitoringtypes.ContainerCountsByStatus {
-	return inframonitoringtypes.ContainerCountsByStatus{
-		Running:                    c.Running,
-		Waiting:                    c.Waiting,
-		Terminated:                 c.Terminated,
-		CrashLoopBackOff:           c.CrashLoopBackOff,
-		ImagePullBackOff:           c.ImagePullBackOff,
-		ErrImagePull:               c.ErrImagePull,
-		CreateContainerConfigError: c.CreateContainerConfigError,
-		ContainerCreating:          c.ContainerCreating,
-		OOMKilled:                  c.OOMKilled,
-		Completed:                  c.Completed,
-		Error:                      c.Error,
-		ContainerCannotRun:         c.ContainerCannotRun,
-		Unknown:                    c.Unknown,
-	}
-}
-
-// containerReadyCounts holds per-group container counts bucketed by latest
-// readiness in window. Mirrors inframonitoringtypes.ContainerCountsByReady.
-type containerReadyCounts struct {
-	Ready    int
-	NotReady int
-}
-
-// containerReadyCountsToResponse copies the internal per-group ready counts
-// into the public response struct.
-func containerReadyCountsToResponse(c containerReadyCounts) inframonitoringtypes.ContainerCountsByReady {
-	return inframonitoringtypes.ContainerCountsByReady{
-		Ready:    c.Ready,
-		NotReady: c.NotReady,
-	}
-}

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, req *inframonitoringtypes.PostableJobs) (map[string]map[string]string, error) {
+func (m *module) getJobsTableMetadata(ctx context.Context, orgID valuer.UUID, 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, jobsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, jobsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -6,6 +6,7 @@ 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"
@@ -26,6 +27,7 @@ type module struct {
 	condBuilder            qbtypes.ConditionBuilder
 	logger                 *slog.Logger
 	config                 inframonitoring.Config
+	fl                     flagger.Flagger
 }
 
 // NewModule constructs the inframonitoring module with the provided dependencies.
@@ -33,6 +35,7 @@ func NewModule(
 	telemetryStore telemetrystore.TelemetryStore,
 	telemetryMetadataStore telemetrytypes.MetadataStore,
 	querier querier.Querier,
+	fl flagger.Flagger,
 	providerSettings factory.ProviderSettings,
 	cfg inframonitoring.Config,
 ) inframonitoring.Module {
@@ -46,6 +49,7 @@ func NewModule(
 		condBuilder:            condBuilder,
 		logger:                 providerSettings.Logger,
 		config:                 cfg,
+		fl:                     fl,
 	}
 }
 
@@ -186,7 +190,7 @@ func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframon
 		return resp, nil
 	}
 
-	metadataMap, err := m.getHostsTableMetadata(ctx, req)
+	metadataMap, err := m.getHostsTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -222,7 +226,7 @@ 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, req, hostsTableMetricNamesList, pageGroups, sinceUnixMilli)
+		hostCounts, err = m.getPerGroupHostStatusCounts(ctx, orgID, req, hostsTableMetricNamesList, pageGroups, sinceUnixMilli)
 		if err != nil {
 			return nil, err
 		}
@@ -272,7 +276,7 @@ func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframoni
 		return resp, nil
 	}
 
-	metadataMap, err := m.getPodsTableMetadata(ctx, req)
+	metadataMap, err := m.getPodsTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -312,94 +316,6 @@ func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframoni
 	return resp, nil
 }
 
-func (m *module) ListContainers(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableContainers) (*inframonitoringtypes.Containers, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListContainers")
-
-	if err := req.Validate(); err != nil {
-		return nil, err
-	}
-
-	resp := &inframonitoringtypes.Containers{}
-
-	if req.OrderBy == nil {
-		req.OrderBy = &qbtypes.OrderBy{
-			Key: qbtypes.OrderByKey{
-				TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-					Name: inframonitoringtypes.ContainersOrderByCPU,
-				},
-			},
-			Direction: qbtypes.OrderDirectionDesc,
-		}
-	}
-
-	if len(req.GroupBy) == 0 {
-		req.GroupBy = containerRowGroupBy
-		resp.Type = inframonitoringtypes.ResponseTypeList
-	} else {
-		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
-	}
-
-	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, containersTableMetricNamesList)
-	if err != nil {
-		return nil, err
-	}
-	if req.End < int64(minFirstReportedUnixMilli) {
-		resp.EndTimeBeforeRetention = true
-		resp.Records = []inframonitoringtypes.ContainerRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
-
-	metadataMap, err := m.getContainersTableMetadata(ctx, req)
-	if err != nil {
-		return nil, err
-	}
-
-	resp.Total = len(metadataMap)
-
-	pageGroups, err := m.getTopContainerGroups(ctx, orgID, req, metadataMap)
-	if err != nil {
-		return nil, err
-	}
-
-	if len(pageGroups) == 0 {
-		resp.Records = []inframonitoringtypes.ContainerRecord{}
-		return resp, nil
-	}
-
-	filterExpr := ""
-	if req.Filter != nil {
-		filterExpr = req.Filter.Expression
-	}
-
-	fullQueryReq := buildFullQueryRequest(req.Start, req.End, filterExpr, req.GroupBy, pageGroups, m.newContainersTableListQuery())
-	queryResp, err := m.querier.QueryRange(ctx, orgID, fullQueryReq)
-	if err != nil {
-		return nil, err
-	}
-
-	statusCounts, statusWarning, err := m.getPerGroupContainerStatusCountsWithReqMetricChecks(ctx, req.Start, req.End, req.Filter, req.GroupBy, pageGroups)
-	if err != nil {
-		return nil, err
-	}
-
-	restartCounts, err := m.getPerGroupContainerRestartCounts(ctx, req.Start, req.End, req.Filter, req.GroupBy, pageGroups)
-	if err != nil {
-		return nil, err
-	}
-
-	readyCounts, err := m.getPerGroupContainerReadyCounts(ctx, req.Start, req.End, req.Filter, req.GroupBy, pageGroups)
-	if err != nil {
-		return nil, err
-	}
-
-	isContainerRowInGroupBy := isKeyInGroupByAttrs(req.GroupBy, podUIDAttrKey) && isKeyInGroupByAttrs(req.GroupBy, containerNameAttrKey)
-	resp.Records = buildContainerRecords(isContainerRowInGroupBy, queryResp, pageGroups, req.GroupBy, metadataMap, statusCounts, restartCounts, readyCounts)
-	resp.Warning = mergeQueryWarnings(queryResp.Warning, statusWarning)
-
-	return resp, nil
-}
-
 func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNodes) (*inframonitoringtypes.Nodes, error) {
 	ctx = m.withInfraMonitoringContext(ctx, "ListNodes")
 
@@ -438,7 +354,7 @@ func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframon
 		return resp, nil
 	}
 
-	metadataMap, err := m.getNodesTableMetadata(ctx, req)
+	metadataMap, err := m.getNodesTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -521,7 +437,7 @@ func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inf
 		return resp, nil
 	}
 
-	metadataMap, err := m.getNamespacesTableMetadata(ctx, req)
+	metadataMap, err := m.getNamespacesTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -598,7 +514,7 @@ func (m *module) ListClusters(ctx context.Context, orgID valuer.UUID, req *infra
 		return resp, nil
 	}
 
-	metadataMap, err := m.getClustersTableMetadata(ctx, req)
+	metadataMap, err := m.getClustersTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -688,7 +604,7 @@ func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *infram
 		return resp, nil
 	}
 
-	metadataMap, err := m.getVolumesTableMetadata(ctx, req)
+	metadataMap, err := m.getVolumesTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -766,7 +682,7 @@ func (m *module) ListDeployments(ctx context.Context, orgID valuer.UUID, req *in
 		return resp, nil
 	}
 
-	metadataMap, err := m.getDeploymentsTableMetadata(ctx, req)
+	metadataMap, err := m.getDeploymentsTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -849,7 +765,7 @@ func (m *module) ListStatefulSets(ctx context.Context, orgID valuer.UUID, req *i
 		return resp, nil
 	}
 
-	metadataMap, err := m.getStatefulSetsTableMetadata(ctx, req)
+	metadataMap, err := m.getStatefulSetsTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -934,7 +850,7 @@ func (m *module) ListJobs(ctx context.Context, orgID valuer.UUID, req *inframoni
 		return resp, nil
 	}
 
-	metadataMap, err := m.getJobsTableMetadata(ctx, req)
+	metadataMap, err := m.getJobsTableMetadata(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -1019,7 +935,7 @@ func (m *module) ListDaemonSets(ctx context.Context, orgID valuer.UUID, req *inf
 		return resp, nil
 	}
 
-	metadataMap, err := m.getDaemonSetsTableMetadata(ctx, req)
+	metadataMap, err := m.getDaemonSetsTableMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostableNamespaces) (map[string]map[string]string, error) {
+func (m *module) getNamespacesTableMetadata(ctx context.Context, orgID valuer.UUID, 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, namespacesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostableNodes) (map[string]map[string]string, error) {
+func (m *module) getNodesTableMetadata(ctx context.Context, orgID valuer.UUID, 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, nodesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostablePods) (map[string]map[string]string, error) {
+func (m *module) getPodsTableMetadata(ctx context.Context, orgID valuer.UUID, 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, podsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostableStatefulSets) (map[string]map[string]string, error) {
+func (m *module) getStatefulSetsTableMetadata(ctx context.Context, orgID valuer.UUID, 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, statefulSetsTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, 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, req *inframonitoringtypes.PostableVolumes) (map[string]map[string]string, error) {
+func (m *module) getVolumesTableMetadata(ctx context.Context, orgID valuer.UUID, 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, volumesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
+	return m.getMetadata(ctx, orgID, volumesTableMetricNamesList, req.GroupBy, nonGroupByAttrs, req.Filter, req.Start, req.End)
 }

pkg/modules/inframonitoring/inframonitoring.go

@@ -12,7 +12,6 @@ import (
 type Handler interface {
 	ListHosts(http.ResponseWriter, *http.Request)
 	ListPods(http.ResponseWriter, *http.Request)
-	ListContainers(http.ResponseWriter, *http.Request)
 	ListNodes(http.ResponseWriter, *http.Request)
 	ListNamespaces(http.ResponseWriter, *http.Request)
 	ListClusters(http.ResponseWriter, *http.Request)
@@ -28,7 +27,6 @@ type Module interface {
 	statsreporter.StatsCollector
 	ListHosts(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableHosts) (*inframonitoringtypes.Hosts, error)
 	ListPods(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostablePods) (*inframonitoringtypes.Pods, error)
-	ListContainers(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableContainers) (*inframonitoringtypes.Containers, error)
 	ListNodes(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNodes) (*inframonitoringtypes.Nodes, error)
 	ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNamespaces) (*inframonitoringtypes.Namespaces, error)
 	ListClusters(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableClusters) (*inframonitoringtypes.Clusters, error)

pkg/modules/metricsexplorer/implmetricsexplorer/module.go

@@ -15,6 +15,7 @@ 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"
@@ -22,6 +23,8 @@ 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"
@@ -40,11 +43,12 @@ 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, 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, fl flagger.Flagger, providerSettings factory.ProviderSettings, cfg metricsexplorer.Config) metricsexplorer.Module {
 	fieldMapper := telemetrymetrics.NewFieldMapper()
 	condBuilder := telemetrymetrics.NewConditionBuilder(fieldMapper)
 	return &module{
@@ -56,6 +60,7 @@ func NewModule(ts telemetrystore.TelemetryStore, telemetryMetadataStore telemetr
 		cache:                  cache,
 		ruleStore:              ruleStore,
 		dashboardModule:        dashboardModule,
+		fl:                     fl,
 		config:                 cfg,
 	}
 }
@@ -137,31 +142,56 @@ 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) {
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("DISTINCT metric_name")
+	reductionEnabled := m.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
 
-	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))
+	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))
 	} else {
-		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
+		rawSB.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.TimeseriesV41weekTableName))
 	}
 
-	sb.Where(sb.E("__normalized", false))
+	applyListFilters(rawSB)
 
-	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)))
+	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)
 	}
 
-	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...)
@@ -219,7 +249,7 @@ func (m *module) GetStats(ctx context.Context, orgID valuer.UUID, req *metricsex
 		return nil, err
 	}
 
-	metricStats, total, err := m.fetchMetricsStatsWithSamples(ctx, req, false)
+	metricStats, total, err := m.fetchMetricsStatsWithSamples(ctx, orgID, req)
 	if err != nil {
 		return nil, err
 	}
@@ -259,13 +289,13 @@ 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, req)
+		entries, err := m.computeSamplesTreemap(ctx, orgID, req)
 		if err != nil {
 			return nil, err
 		}
 		resp.Samples = entries
 	default: // TreemapModeTimeSeries
-		entries, err := m.computeTimeseriesTreemap(ctx, req)
+		entries, err := m.computeTimeseriesTreemap(ctx, orgID, req)
 		if err != nil {
 			return nil, err
 		}
@@ -388,14 +418,14 @@ func (m *module) GetMetricDashboardsV2(ctx context.Context, orgID valuer.UUID, m
 	return metricsexplorertypes.NewMetricDashboardPanelsResponse(data[metricName]), nil
 }
 
-func newMetricDashboardsResponse(dashboardList []map[string]string) *metricsexplorertypes.MetricDashboardsResponse {
+func newMetricDashboardsResponse(dashboardList []dashboardtypes.DashboardPanelRef) *metricsexplorertypes.MetricDashboardsResponse {
 	dashboards := make([]metricsexplorertypes.MetricDashboard, 0, len(dashboardList))
 	for _, item := range dashboardList {
 		dashboards = append(dashboards, metricsexplorertypes.MetricDashboard{
-			DashboardName: item["dashboard_name"],
-			DashboardID:   item["dashboard_id"],
-			WidgetID:      item["widget_id"],
-			WidgetName:    item["widget_name"],
+			DashboardName: item.DashboardName,
+			DashboardID:   item.DashboardID,
+			WidgetID:      item.PanelID,
+			WidgetName:    item.PanelName,
 		})
 	}
 
@@ -969,11 +999,13 @@ 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 {
@@ -997,7 +1029,6 @@ 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))
 	}
@@ -1025,7 +1056,6 @@ 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")
 
@@ -1037,30 +1067,100 @@ 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",
@@ -1069,6 +1169,10 @@ 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()
@@ -1100,9 +1204,11 @@ func (m *module) fetchMetricsStatsWithSamples(
 	return metricStats, total, nil
 }
 
-func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
+func (m *module) computeTimeseriesTreemap(ctx context.Context, orgID valuer.UUID, 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 {
@@ -1119,7 +1225,6 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplo
 	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(
@@ -1129,28 +1234,69 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplo
 	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")
 
-	cteBuilder := sqlbuilder.With(
-		sqlbuilder.CTEQuery("__total_time_series").As(totalTSBuilder),
-		sqlbuilder.CTEQuery("__metric_totals").As(metricsSB),
-	)
+	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))
 
-	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")
+		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.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()
@@ -1176,9 +1322,11 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplo
 	return entries, nil
 }
 
-func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorertypes.TreemapRequest) ([]metricsexplorertypes.TreemapEntry, error) {
+func (m *module) computeSamplesTreemap(ctx context.Context, orgID valuer.UUID, 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 {
@@ -1199,7 +1347,6 @@ func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorer
 	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))
@@ -1212,6 +1359,23 @@ func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorer
 		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))
@@ -1226,43 +1390,136 @@ func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorer
 	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)")
 
-		cteQueries = append(cteQueries, sqlbuilder.CTEQuery("__filtered_fingerprints").As(fingerprintSB))
+		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))
+		}
 	}
 
 	sampleCountsSB.GroupBy("metric_name")
 
-	cteQueries = append(cteQueries,
-		sqlbuilder.CTEQuery("__sample_counts").As(sampleCountsSB),
-		sqlbuilder.CTEQuery("__total_samples").As(totalSamplesSB),
-	)
+	var finalSB *sqlbuilder.SelectBuilder
+	if reductionEnabled {
+		reducedLastSB.GroupBy("metric_name")
+		reducedSumSB.GroupBy("metric_name")
 
-	cteBuilder := sqlbuilder.With(cteQueries...)
+		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")
 
-	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")
+		// 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.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

@@ -10,6 +10,8 @@ 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"
@@ -28,13 +30,20 @@ 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') 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 ?"
+	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 ?"
 )
 
 var testOrgID = valuer.GenerateUUID()
@@ -43,9 +52,32 @@ 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.
-func newTestModule(t *testing.T, matcher sqlmock.QueryMatcher) (metricsexplorer.Module, cmock.ClickConnMockCommon, *telemetrytypestest.MockMetadataStore) {
+// 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) {
 	t.Helper()
 
 	ts := telemetrystoretest.New(telemetrystore.Config{}, matcher)
@@ -56,7 +88,7 @@ func newTestModule(t *testing.T, matcher sqlmock.QueryMatcher) (metricsexplorer.
 	}
 
 	settings := instrumentationtest.New().ToProviderSettings()
-	mod := implmetricsexplorer.NewModule(ts, md, c, nil /*ruleStore*/, nil /*dashboardModule*/, settings, metricsexplorer.Config{})
+	mod := implmetricsexplorer.NewModule(ts, md, c, nil /*ruleStore*/, nil /*dashboardModule*/, newFlagger(t, reductionEnabled), settings, metricsexplorer.Config{})
 
 	return mod, ts.Mock(), md
 }
@@ -149,27 +181,31 @@ func treemapEntryRows() *cmock.Rows {
 
 func TestGetStats(t *testing.T) {
 	tests := []struct {
-		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             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: "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: "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: "OrderByInvalid", opts: []statsOpt{withStatsOrderBy("nonsense", qbtypes.OrderDirectionAsc)}, noQuery: true, wantCode: errors.CodeInvalidInput},
-		{name: "QueryError", queryErr: assert.AnError, expectSQL: statsNoFilterSQL, argCount: 10, wantCode: errors.CodeInternal},
+		{name: "QueryError", queryErr: assert.AnError, expectSQL: statsNoFilterSQL, argCount: 14, reductionEnabled: true, 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)
+			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp, tc.reductionEnabled)
 			if tc.seedKey != "" {
 				seedFilterKey(md, tc.seedKey)
 			}
@@ -202,34 +238,38 @@ func TestGetTreemap(t *testing.T) {
 	}
 
 	tests := []struct {
-		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             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: "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: "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: "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, wantCode: errors.CodeInternal},
+		{name: "QueryError", mode: metricsexplorertypes.TreemapModeTimeSeries, queryErr: assert.AnError, expectSQL: treemapTimeseriesNoFilterSQL, argCount: 7, reductionEnabled: true, 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)
+			mod, mock, md := newTestModule(t, sqlmock.QueryMatcherRegexp, tc.reductionEnabled)
 			if tc.seedKey != "" {
 				seedFilterKey(md, tc.seedKey)
 			}