Merge branch 'main' into nv/functional-unique-index

2026-06-23 08:30:35 +01:00 · 2026-06-17 07:32:25 +05:30 · 2026-06-12 23:23:39 +05:30 · 2026-06-12 14:00:25 +05:30 · 2026-06-12 01:51:36 +05:30 · 2026-06-12 01:51:08 +05:30
225 changed files with 2501 additions and 15000 deletions
--- a/cmd/community/server.go
+++ b/cmd/community/server.go
@@ -29,8 +29,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
-	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
-	pkgimplmetricreductionrule "github.com/SigNoz/signoz/pkg/modules/metricreductionrule/implmetricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
 	"github.com/SigNoz/signoz/pkg/modules/rulestatehistory"
@@ -121,9 +119,6 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e
 		func(_ sqlstore.SQLStore, _ dashboard.Module, _ global.Global, _ zeus.Zeus, _ gateway.Gateway, _ licensing.Licensing, _ serviceaccount.Module, _ cloudintegration.Config) (cloudintegration.Module, error) {
 			return implcloudintegration.NewModule(), nil
 		},
-		func(_ sqlstore.SQLStore, _ telemetrystore.TelemetryStore, _ dashboard.Module, _ queryparser.QueryParser, _ licensing.Licensing, _ factory.ProviderSettings, _ int) metricreductionrule.Module {
-			return pkgimplmetricreductionrule.NewModule()
-		},
 		func(c cache.Cache, am alertmanager.Alertmanager, ss sqlstore.SQLStore, ts telemetrystore.TelemetryStore, ms telemetrytypes.MetadataStore, p prometheus.Prometheus, og organization.Getter, rsh rulestatehistory.Module, q querier.Querier, qp queryparser.QueryParser) factory.NamedMap[factory.ProviderFactory[ruler.Ruler, ruler.Config]] {
 			return factory.MustNewNamedMap(signozruler.NewFactory(c, am, ss, ts, ms, p, og, rsh, q, qp, nil, nil))
 		},
--- a/cmd/enterprise/server.go
+++ b/cmd/enterprise/server.go
@@ -24,7 +24,6 @@ import (
 	"github.com/SigNoz/signoz/ee/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/ee/modules/cloudintegration/implcloudintegration/implcloudprovider"
 	"github.com/SigNoz/signoz/ee/modules/dashboard/impldashboard"
-	eeimplmetricreductionrule "github.com/SigNoz/signoz/ee/modules/metricreductionrule/implmetricreductionrule"
 	eequerier "github.com/SigNoz/signoz/ee/querier"
 	enterpriseapp "github.com/SigNoz/signoz/ee/query-service/app"
 	eerules "github.com/SigNoz/signoz/ee/query-service/rules"
@@ -47,7 +46,6 @@ import (
 	pkgcloudintegration "github.com/SigNoz/signoz/pkg/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	pkgimpldashboard "github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
-	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
 	"github.com/SigNoz/signoz/pkg/modules/rulestatehistory"
@@ -184,9 +182,6 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e

 			return implcloudintegration.NewModule(pkgcloudintegration.NewStore(sqlStore), dashboardModule, global, zeus, gateway, licensing, serviceAccount, cloudProvidersMap, config)
 		},
-		func(sqlStore sqlstore.SQLStore, ts telemetrystore.TelemetryStore, dashboardModule dashboard.Module, queryParser queryparser.QueryParser, licensing licensing.Licensing, ps factory.ProviderSettings, threads int) metricreductionrule.Module {
-			return eeimplmetricreductionrule.NewModule(sqlStore, ts, dashboardModule, queryParser, licensing, ps, threads)
-		},
 		func(c cache.Cache, am alertmanager.Alertmanager, ss sqlstore.SQLStore, ts telemetrystore.TelemetryStore, ms telemetrytypes.MetadataStore, p prometheus.Prometheus, og organization.Getter, rsh rulestatehistory.Module, q querier.Querier, qp queryparser.QueryParser) factory.NamedMap[factory.ProviderFactory[ruler.Ruler, ruler.Config]] {
 			return factory.MustNewNamedMap(signozruler.NewFactory(c, am, ss, ts, ms, p, og, rsh, q, qp, eerules.PrepareTaskFunc, eerules.TestNotification))
 		},
--- a/deploy/docker-swarm/docker-compose.ha.yaml
+++ b/deploy/docker-swarm/docker-compose.ha.yaml
@@ -190,7 +190,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.129.0
+    image: signoz/signoz:v0.128.0
    ports:
      - "8080:8080" # signoz port
    #   - "6060:6060"     # pprof port
--- a/deploy/docker-swarm/docker-compose.yaml
+++ b/deploy/docker-swarm/docker-compose.yaml
@@ -117,7 +117,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.129.0
+    image: signoz/signoz:v0.128.0
    ports:
      - "8080:8080" # signoz port
    volumes:
--- a/deploy/docker/docker-compose.ha.yaml
+++ b/deploy/docker/docker-compose.ha.yaml
@@ -181,7 +181,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.129.0}
+    image: signoz/signoz:${VERSION:-v0.128.0}
    container_name: signoz
    ports:
      - "8080:8080" # signoz port
--- a/deploy/docker/docker-compose.yaml
+++ b/deploy/docker/docker-compose.yaml
@@ -109,7 +109,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.129.0}
+    image: signoz/signoz:${VERSION:-v0.128.0}
    container_name: signoz
    ports:
      - "8080:8080" # signoz port
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
@@ -2591,41 +2591,6 @@ components:
      - panels
      - layouts
      type: object
-    DashboardtypesDashboardView:
-      properties:
-        createdAt:
-          format: date-time
-          type: string
-        data:
-          $ref: '#/components/schemas/DashboardtypesDashboardViewData'
-        id:
-          type: string
-        name:
-          type: string
-        orgId:
-          type: string
-        updatedAt:
-          format: date-time
-          type: string
-      required:
-      - id
-      - name
-      - data
-      - orgId
-      type: object
-    DashboardtypesDashboardViewData:
-      properties:
-        order:
-          $ref: '#/components/schemas/DashboardtypesListOrder'
-        query:
-          type: string
-        sort:
-          $ref: '#/components/schemas/DashboardtypesListSort'
-        version:
-          type: string
-      required:
-      - version
-      type: object
    DashboardtypesDatasourcePlugin:
      discriminator:
        mapping:
@@ -2910,15 +2875,6 @@ components:
      - total
      - tags
      type: object
-    DashboardtypesListableDashboardView:
-      properties:
-        views:
-          items:
-            $ref: '#/components/schemas/DashboardtypesDashboardView'
-          type: array
-      required:
-      - views
-      type: object
    DashboardtypesListedDashboardForUserV2:
      properties:
        createdAt:
@@ -3223,16 +3179,6 @@ components:
      - tags
      - spec
      type: object
-    DashboardtypesPostableDashboardView:
-      properties:
-        data:
-          $ref: '#/components/schemas/DashboardtypesDashboardViewData'
-        name:
-          type: string
-      required:
-      - name
-      - data
-      type: object
    DashboardtypesPostablePublicDashboard:
      properties:
        defaultTimeRange:
@@ -5022,169 +4968,6 @@ components:
      required:
      - rules
      type: object
-    MetricreductionruletypesAffectedAsset:
-      properties:
-        id:
-          type: string
-        impactedLabels:
-          items:
-            type: string
-          nullable: true
-          type: array
-        name:
-          type: string
-        type:
-          $ref: '#/components/schemas/MetricreductionruletypesAssetType'
-        widget:
-          type: string
-      required:
-      - type
-      - id
-      - name
-      - impactedLabels
-      type: object
-    MetricreductionruletypesAssetType:
-      enum:
-      - dashboard
-      - alert_rule
-      type: string
-    MetricreductionruletypesGettableReductionRule:
-      properties:
-        active:
-          type: boolean
-        effectiveFrom:
-          format: date-time
-          type: string
-        ingestedSeries:
-          minimum: 0
-          type: integer
-        labels:
-          items:
-            type: string
-          nullable: true
-          type: array
-        matchType:
-          $ref: '#/components/schemas/MetricreductionruletypesMatchType'
-        metricName:
-          type: string
-        reducedSeries:
-          minimum: 0
-          type: integer
-        reductionPercent:
-          format: double
-          type: number
-        updatedAt:
-          format: date-time
-          type: string
-        updatedBy:
-          type: string
-      required:
-      - metricName
-      - matchType
-      - labels
-      - effectiveFrom
-      - updatedAt
-      - updatedBy
-      - active
-      - ingestedSeries
-      - reducedSeries
-      - reductionPercent
-      type: object
-    MetricreductionruletypesGettableReductionRulePreview:
-      properties:
-        affectedAssets:
-          items:
-            $ref: '#/components/schemas/MetricreductionruletypesAffectedAsset'
-          nullable: true
-          type: array
-        droppedLabels:
-          items:
-            type: string
-          nullable: true
-          type: array
-        effectiveFrom:
-          format: date-time
-          type: string
-        ingestedSeries:
-          minimum: 0
-          type: integer
-        reducedSeries:
-          minimum: 0
-          type: integer
-        reductionPercent:
-          format: double
-          type: number
-      required:
-      - ingestedSeries
-      - reducedSeries
-      - reductionPercent
-      - droppedLabels
-      - affectedAssets
-      - effectiveFrom
-      type: object
-    MetricreductionruletypesGettableReductionRules:
-      properties:
-        rules:
-          items:
-            $ref: '#/components/schemas/MetricreductionruletypesGettableReductionRule'
-          nullable: true
-          type: array
-        total:
-          type: integer
-      required:
-      - rules
-      - total
-      type: object
-    MetricreductionruletypesMatchType:
-      enum:
-      - drop
-      - keep
-      type: string
-    MetricreductionruletypesOrder:
-      enum:
-      - asc
-      - desc
-      type: string
-    MetricreductionruletypesPostableReductionRule:
-      properties:
-        labels:
-          items:
-            type: string
-          nullable: true
-          type: array
-        matchType:
-          $ref: '#/components/schemas/MetricreductionruletypesMatchType'
-      required:
-      - matchType
-      - labels
-      type: object
-    MetricreductionruletypesPostableReductionRulePreview:
-      properties:
-        labels:
-          items:
-            type: string
-          nullable: true
-          type: array
-        lookbackMs:
-          format: int64
-          type: integer
-        matchType:
-          $ref: '#/components/schemas/MetricreductionruletypesMatchType'
-        metricName:
-          type: string
-      required:
-      - metricName
-      - matchType
-      - labels
-      type: object
-    MetricreductionruletypesReductionRuleOrderBy:
-      enum:
-      - metricname
-      - ingestedvolume
-      - reducedvolume
-      - reduction
-      - lastupdated
-      type: string
    MetricsexplorertypesInspectMetricsRequest:
      properties:
        end:
@@ -5301,10 +5084,6 @@ components:
          type: string
        dashboardName:
          type: string
-        groupBy:
-          items:
-            type: string
-          type: array
        widgetId:
          type: string
        widgetName:
@@ -13549,231 +13328,6 @@ paths:
      summary: Update user preference
      tags:
      - preferences
-  /api/v2/dashboard_views:
-    get:
-      deprecated: false
-      description: Returns every saved view in the calling user's org. Saved views
-        are shared org-wide.
-      operationId: ListDashboardViews
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/DashboardtypesListableDashboardView'
-                  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
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: List dashboard saved views
-      tags:
-      - dashboard
-    post:
-      deprecated: false
-      description: Persists the calling user's dashboard listing state (query, sort,
-        order) as a named, reusable view shared across the org.
-      operationId: CreateDashboardView
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/DashboardtypesPostableDashboardView'
-      responses:
-        "201":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/DashboardtypesDashboardView'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: Created
-        "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
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - EDITOR
-      - tokenizer:
-        - EDITOR
-      summary: Create dashboard saved view
-      tags:
-      - dashboard
-  /api/v2/dashboard_views/{id}:
-    delete:
-      deprecated: false
-      description: Removes a saved view. Saved views are shared org-wide. Deleting
-        a non-existent view returns 404.
-      operationId: DeleteDashboardView
-      parameters:
-      - in: path
-        name: id
-        required: true
-        schema:
-          type: string
-      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
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - EDITOR
-      - tokenizer:
-        - EDITOR
-      summary: Delete dashboard saved view
-      tags:
-      - dashboard
-    put:
-      deprecated: false
-      description: Replaces a saved view's name and data. Saved views are shared org-wide.
-      operationId: UpdateDashboardView
-      parameters:
-      - in: path
-        name: id
-        required: true
-        schema:
-          type: string
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/DashboardtypesPostableDashboardView'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/DashboardtypesDashboardView'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "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
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - EDITOR
-      - tokenizer:
-        - EDITOR
-      summary: Update dashboard saved view
-      tags:
-      - dashboard
  /api/v2/dashboards:
    get:
      deprecated: false
@@ -16064,229 +15618,6 @@ paths:
      summary: Update metric metadata
      tags:
      - metrics
-  /api/v2/metrics/{metric_name}/reduction_rule:
-    delete:
-      deprecated: false
-      description: Removes the volume-control (label reduction) rule for a specified
-        metric, reverting it to full fidelity. Admin only; enterprise feature.
-      operationId: DeleteMetricReductionRule
-      parameters:
-      - in: path
-        name: metric_name
-        required: true
-        schema:
-          type: string
-      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:
-        - ADMIN
-      - tokenizer:
-        - ADMIN
-      summary: Delete a metric reduction rule
-      tags:
-      - metrics
-    get:
-      deprecated: false
-      description: Returns the active volume-control (label reduction) rule for a
-        specified metric. Enterprise feature.
-      operationId: GetMetricReductionRule
-      parameters:
-      - in: path
-        name: metric_name
-        required: true
-        schema:
-          type: string
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/MetricreductionruletypesGettableReductionRule'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "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:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: Get a metric reduction rule
-      tags:
-      - metrics
-    put:
-      deprecated: false
-      description: Creates or updates the volume-control (label reduction) rule for
-        a specified metric. The rule takes effect after a short activation delay.
-        Admin only; enterprise feature.
-      operationId: UpsertMetricReductionRule
-      parameters:
-      - in: path
-        name: metric_name
-        required: true
-        schema:
-          type: string
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/MetricreductionruletypesPostableReductionRule'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/MetricreductionruletypesGettableReductionRule'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "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:
-        - ADMIN
-      - tokenizer:
-        - ADMIN
-      summary: Create or update a metric reduction rule
-      tags:
-      - metrics
  /api/v2/metrics/inspect:
    post:
      deprecated: false
@@ -16392,158 +15723,6 @@ paths:
      summary: Check if non-SigNoz metrics have been received
      tags:
      - metrics
-  /api/v2/metrics/reduction_rules:
-    get:
-      deprecated: false
-      description: Returns active metric volume-control (label reduction) rules, sorted
-        and paginated server-side. Enterprise feature.
-      operationId: ListMetricReductionRules
-      parameters:
-      - in: query
-        name: orderBy
-        schema:
-          $ref: '#/components/schemas/MetricreductionruletypesReductionRuleOrderBy'
-      - in: query
-        name: order
-        schema:
-          $ref: '#/components/schemas/MetricreductionruletypesOrder'
-      - in: query
-        name: offset
-        schema:
-          type: integer
-      - in: query
-        name: limit
-        schema:
-          type: integer
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/MetricreductionruletypesGettableReductionRules'
-                  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
-        "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:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: List metric reduction rules
-      tags:
-      - metrics
-  /api/v2/metrics/reduction_rules/preview:
-    post:
-      deprecated: false
-      description: Estimates the series reduction and related-asset impact of a candidate
-        volume-control rule without persisting it. Enterprise feature.
-      operationId: PreviewMetricReductionRule
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/MetricreductionruletypesPostableReductionRulePreview'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/MetricreductionruletypesGettableReductionRulePreview'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "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:
-        - ADMIN
-      - tokenizer:
-        - ADMIN
-      summary: Preview a metric reduction rule
-      tags:
-      - metrics
  /api/v2/metrics/stats:
    post:
      deprecated: false
--- a/ee/modules/dashboard/impldashboard/module.go
+++ b/ee/modules/dashboard/impldashboard/module.go
@@ -266,22 +266,6 @@ func (module *module) DeletePreferencesForUser(ctx context.Context, orgID valuer
 	return module.pkgDashboardModule.DeletePreferencesForUser(ctx, orgID, userID)
 }

-func (module *module) CreateView(ctx context.Context, orgID valuer.UUID, postable dashboardtypes.PostableDashboardView) (*dashboardtypes.DashboardView, error) {
-	return module.pkgDashboardModule.CreateView(ctx, orgID, postable)
-}
-
-func (module *module) ListViews(ctx context.Context, orgID valuer.UUID) (*dashboardtypes.ListableDashboardView, error) {
-	return module.pkgDashboardModule.ListViews(ctx, orgID)
-}
-
-func (module *module) UpdateView(ctx context.Context, orgID valuer.UUID, id valuer.UUID, updateable dashboardtypes.UpdatableDashboardView) (*dashboardtypes.DashboardView, error) {
-	return module.pkgDashboardModule.UpdateView(ctx, orgID, id, updateable)
-}
-
-func (module *module) DeleteView(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error {
-	return module.pkgDashboardModule.DeleteView(ctx, orgID, id)
-}
-
 func (module *module) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*dashboardtypes.Dashboard, error) {
 	return module.pkgDashboardModule.Get(ctx, orgID, id)
 }
--- a/ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go
+++ b/ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go
@@ -1,332 +0,0 @@
-package implmetricreductionrule
-
-import (
-	"context"
-	"time"
-
-	sqlbuilder "github.com/huandu/go-sqlbuilder"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
-	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
-	"github.com/SigNoz/signoz/pkg/types/metrictypes"
-)
-
-var (
-	reductionRulesTable = telemetrymetrics.DBName + "." + telemetrymetrics.ReductionRulesTableName
-	metadataTable       = telemetrymetrics.DBName + "." + telemetrymetrics.AttributesMetadataTableName
-	timeseriesTable     = telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4TableName
-)
-
-type clickhouse struct {
-	telemetryStore telemetrystore.TelemetryStore
-	threads        int
-}
-
-func newClickhouse(telemetryStore telemetrystore.TelemetryStore, threads int) *clickhouse {
-	return &clickhouse{telemetryStore: telemetryStore, threads: threads}
-}
-
-func (c *clickhouse) withThreads(ctx context.Context) context.Context {
-	return ctxtypes.SetClickhouseMaxThreads(ctx, c.threads)
-}
-
-const timeSeriesBucketMilli = int64(time.Hour / time.Millisecond)
-
-// floorToTimeSeriesBucket rounds the start down to the hour, since unix_milli is hour-bucketed.
-func floorToTimeSeriesBucket(ms int64) int64 {
-	return ms - (ms % timeSeriesBucketMilli)
-}
-
-func (c *clickhouse) Sync(ctx context.Context, metricName string, labels []string, matchType string, effectiveFromMs int64, deleted bool, updatedAt time.Time) error {
-	ctx = c.withThreads(ctx)
-
-	ib := sqlbuilder.NewInsertBuilder()
-	ib.InsertInto(reductionRulesTable)
-	ib.Cols("metric_name", "labels", "match_type", "effective_from_unix_milli", "deleted", "updated_at")
-	ib.Values(metricName, labels, matchType, effectiveFromMs, deleted, updatedAt)
-
-	query, args := ib.BuildWithFlavor(sqlbuilder.ClickHouse)
-	if err := c.telemetryStore.ClickhouseDB().Exec(ctx, query, args...); err != nil {
-		return errors.WrapInternalf(err, errors.CodeInternal, "failed to sync reduction rule to clickhouse")
-	}
-	return nil
-}
-
-func (c *clickhouse) MetricExists(ctx context.Context, metricName string) (bool, error) {
-	ctx = c.withThreads(ctx)
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("count(*) > 0")
-	sb.From(metadataTable)
-	sb.Where(sb.E("metric_name", metricName))
-
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	var exists bool
-	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&exists); err != nil {
-		return false, errors.WrapInternalf(err, errors.CodeInternal, "failed to check metric existence")
-	}
-	return exists, nil
-}
-
-func (c *clickhouse) IsExponentialHistogram(ctx context.Context, metricName string) (bool, error) {
-	ctx = c.withThreads(ctx)
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("count(*) > 0")
-	sb.From(timeseriesTable)
-	sb.Where(sb.E("metric_name", metricName), sb.E("type", metrictypes.ExpHistogramType.StringValue()))
-
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	var isExpHist bool
-	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&isExpHist); err != nil {
-		return false, errors.WrapInternalf(err, errors.CodeInternal, "failed to check metric type")
-	}
-	return isExpHist, nil
-}
-
-func (c *clickhouse) AttributeKeys(ctx context.Context, metricName string, startMs, endMs int64) ([]string, error) {
-	ctx = c.withThreads(ctx)
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("attr_name")
-	sb.Distinct()
-	sb.From(metadataTable)
-	sb.Where(
-		sb.E("metric_name", metricName),
-		"NOT startsWith(attr_name, '__')",
-		sb.GE("last_reported_unix_milli", startMs),
-		sb.LE("first_reported_unix_milli", endMs),
-	)
-
-	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 fetch metric attribute keys")
-	}
-	defer rows.Close()
-
-	keys := make([]string, 0)
-	for rows.Next() {
-		var key string
-		if err := rows.Scan(&key); err != nil {
-			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan attribute key")
-		}
-		keys = append(keys, key)
-	}
-	return keys, rows.Err()
-}
-
-func (c *clickhouse) tableExists(ctx context.Context, distributedTableName string) bool {
-	var exists bool
-	query := "SELECT count() > 0 FROM system.tables WHERE database = ? AND name = ?"
-	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, telemetrymetrics.DBName, distributedTableName).Scan(&exists); err != nil {
-		return false
-	}
-	return exists
-}
-
-func (c *clickhouse) originalSeriesSource(ctx context.Context) (table string, originalOnly bool) {
-	if c.tableExists(ctx, telemetrymetrics.TimeseriesV4BufferTableName) {
-		return telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4BufferTableName, true
-	}
-	return telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4TableName, false
-}
-
-func (c *clickhouse) EstimateCardinality(ctx context.Context, metricName string, keptLabels []string, startMs, endMs int64) (uint64, uint64, error) {
-	ctx = c.withThreads(ctx)
-	table, originalOnly := c.originalSeriesSource(ctx)
-	startMs = floorToTimeSeriesBucket(startMs)
-
-	sb := sqlbuilder.NewSelectBuilder()
-
-	reducedExpr := "1"
-	if len(keptLabels) > 0 {
-		reducedExpr = "countDistinct(("
-		for i, label := range keptLabels {
-			if i > 0 {
-				reducedExpr += ", "
-			}
-			reducedExpr += "JSONExtractString(labels, " + sb.Var(label) + ")"
-		}
-		reducedExpr += "))"
-	}
-
-	sb.Select("countDistinct(fingerprint)", reducedExpr)
-	sb.From(table)
-	conds := []string{
-		sb.E("metric_name", metricName),
-		sb.GE("unix_milli", startMs),
-		sb.LT("unix_milli", endMs),
-	}
-	if originalOnly {
-		conds = append(conds, sb.E("is_reduced", false))
-	}
-	sb.Where(conds...)
-
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	var current, reduced uint64
-	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&current, &reduced); err != nil {
-		return 0, 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to estimate reduction impact")
-	}
-	if len(keptLabels) == 0 && current == 0 {
-		reduced = 0
-	}
-	if reduced > current {
-		reduced = current
-	}
-	return current, reduced, nil
-}
-
-type volumeRow struct {
-	MetricName string
-	Ingested   uint64
-	Reduced    uint64
-}
-
-func (c *clickhouse) VolumeByMetric(ctx context.Context, metricNames []string, startMs, endMs int64) (map[string]volumeRow, error) {
-	if len(metricNames) == 0 {
-		return map[string]volumeRow{}, nil
-	}
-	ctx = c.withThreads(ctx)
-
-	ingestedTable, originalOnly := c.originalSeriesSource(ctx)
-	ingested, err := c.countSeries(ctx, ingestedTable, originalOnly, metricNames, startMs, endMs)
-	if err != nil {
-		return nil, err
-	}
-
-	reduced := ingested
-	if c.tableExists(ctx, telemetrymetrics.TimeseriesV4ReducedTableName) {
-		reduced, err = c.countSeries(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.TimeseriesV4ReducedTableName, false, metricNames, startMs, endMs)
-		if err != nil {
-			return nil, err
-		}
-	}
-
-	out := make(map[string]volumeRow, len(metricNames))
-	for metricName, count := range ingested {
-		out[metricName] = volumeRow{MetricName: metricName, Ingested: count, Reduced: out[metricName].Reduced}
-	}
-	for metricName, count := range reduced {
-		row := out[metricName]
-		row.MetricName = metricName
-		row.Reduced = count
-		out[metricName] = row
-	}
-	return out, nil
-}
-
-func (c *clickhouse) countSeries(ctx context.Context, table string, originalOnly bool, metricNames []string, startMs, endMs int64) (map[string]uint64, error) {
-	startMs = floorToTimeSeriesBucket(startMs)
-	names := make([]any, len(metricNames))
-	for i, name := range metricNames {
-		names[i] = name
-	}
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("metric_name", "countDistinct(fingerprint)")
-	sb.From(table)
-	conds := []string{
-		sb.In("metric_name", names...),
-		sb.GE("unix_milli", startMs),
-		sb.LT("unix_milli", endMs),
-	}
-	if originalOnly {
-		conds = append(conds, sb.E("is_reduced", false))
-	}
-	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 metric series")
-	}
-	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) RankByVolume(ctx context.Context, metricNames []string, orderBy metricreductionruletypes.ReductionRuleOrderBy, order metricreductionruletypes.Order, startMs, endMs int64, offset, limit int) ([]volumeRow, error) {
-	if len(metricNames) == 0 {
-		return []volumeRow{}, nil
-	}
-	ctx = c.withThreads(ctx)
-
-	ingestedTable, originalOnly := c.originalSeriesSource(ctx)
-	reducedPresent := c.tableExists(ctx, telemetrymetrics.TimeseriesV4ReducedTableName)
-	startMs = floorToTimeSeriesBucket(startMs)
-
-	orderExpr := "ingested"
-	switch orderBy {
-	case metricreductionruletypes.OrderByReducedVolume:
-		orderExpr = "reduced"
-	case metricreductionruletypes.OrderByReduction:
-		orderExpr = "if(ingested = 0, 0, (toFloat64(ingested) - toFloat64(reduced)) / toFloat64(ingested))"
-	}
-	direction := "ASC"
-	if order == metricreductionruletypes.OrderDesc {
-		direction = "DESC"
-	}
-
-	ingestedFilter := ""
-	if originalOnly {
-		ingestedFilter = "is_reduced = false AND "
-	}
-	reducedSelect := "ifNull(i.cnt, 0) AS reduced"
-	if reducedPresent {
-		reducedSelect = "ifNull(d.cnt, 0) AS reduced"
-	}
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("base.metric_name AS metric_name", "ifNull(i.cnt, 0) AS ingested", reducedSelect)
-	sb.From("(SELECT arrayJoin(" + sb.Var(metricNames) + ") AS metric_name) AS base")
-	sb.JoinWithOption(
-		sqlbuilder.LeftJoin,
-		"(SELECT metric_name, countDistinct(fingerprint) AS cnt FROM "+ingestedTable+" WHERE has("+sb.Var(metricNames)+", metric_name) AND "+ingestedFilter+"unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" GROUP BY metric_name) AS i",
-		"base.metric_name = i.metric_name",
-	)
-	if reducedPresent {
-		reducedTable := telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4ReducedTableName
-		sb.JoinWithOption(
-			sqlbuilder.LeftJoin,
-			"(SELECT metric_name, countDistinct(fingerprint) AS cnt FROM "+reducedTable+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" GROUP BY metric_name) AS d",
-			"base.metric_name = d.metric_name",
-		)
-	}
-	sb.OrderBy(orderExpr + " " + direction)
-	if limit > 0 {
-		sb.Limit(limit).Offset(offset)
-	}
-
-	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 rank reduction rules by volume")
-	}
-	defer rows.Close()
-
-	out := make([]volumeRow, 0, len(metricNames))
-	for rows.Next() {
-		var row volumeRow
-		if err := rows.Scan(&row.MetricName, &row.Ingested, &row.Reduced); err != nil {
-			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan volume row")
-		}
-		out = append(out, row)
-	}
-	return out, rows.Err()
-}
--- a/ee/modules/metricreductionrule/implmetricreductionrule/module.go
+++ b/ee/modules/metricreductionrule/implmetricreductionrule/module.go
@@ -1,390 +0,0 @@
-package implmetricreductionrule
-
-import (
-	"context"
-	"log/slog"
-	"sort"
-	"strings"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/licensing"
-	"github.com/SigNoz/signoz/pkg/modules/dashboard"
-	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
-	"github.com/SigNoz/signoz/pkg/queryparser"
-	"github.com/SigNoz/signoz/pkg/ruler/rulestore/sqlrulestore"
-	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
-	"github.com/SigNoz/signoz/pkg/types/ruletypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-const (
-	effectiveFromMargin    = 5 * time.Minute
-	defaultPreviewLookback = 24 * time.Hour
-)
-
-var protectedLabels = map[string]struct{}{
-	"le":                     {},
-	"quantile":               {},
-	"__name__":               {},
-	"__temporality__":        {},
-	"deployment.environment": {},
-}
-
-func isProtected(label string) bool {
-	_, ok := protectedLabels[label]
-	return ok
-}
-
-type module struct {
-	store     metricreductionruletypes.Store
-	ch        *clickhouse
-	dashboard dashboard.Module
-	ruleStore ruletypes.RuleStore
-	licensing licensing.Licensing
-	logger    *slog.Logger
-}
-
-func NewModule(sqlStore sqlstore.SQLStore, telemetryStore telemetrystore.TelemetryStore, dashboardModule dashboard.Module, queryParser queryparser.QueryParser, licensing licensing.Licensing, providerSettings factory.ProviderSettings, threads int) metricreductionrule.Module {
-	scoped := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/ee/modules/metricreductionrule/implmetricreductionrule")
-	return &module{
-		store:     NewStore(sqlStore),
-		ch:        newClickhouse(telemetryStore, threads),
-		dashboard: dashboardModule,
-		ruleStore: sqlrulestore.NewRuleStore(sqlStore, queryParser, providerSettings),
-		licensing: licensing,
-		logger:    scoped.Logger(),
-	}
-}
-
-func (m *module) checkLicense(ctx context.Context, orgID valuer.UUID) error {
-	if _, err := m.licensing.GetActive(ctx, orgID); err != nil {
-		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "metric volume control requires a valid license").WithAdditional(err.Error())
-	}
-	return nil
-}
-
-func (m *module) List(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams) (*metricreductionruletypes.GettableReductionRules, error) {
-	if err := m.checkLicense(ctx, orgID); err != nil {
-		return nil, err
-	}
-	if err := params.Validate(); err != nil {
-		return nil, err
-	}
-
-	now := time.Now()
-	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
-	endMs := now.UnixMilli()
-
-	switch params.OrderBy {
-	case metricreductionruletypes.OrderByMetricName, metricreductionruletypes.OrderByLastUpdated:
-		return m.listSortedByColumn(ctx, orgID, params, startMs, endMs)
-	default:
-		return m.listSortedByVolume(ctx, orgID, params, startMs, endMs)
-	}
-}
-
-func (m *module) listSortedByColumn(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams, startMs, endMs int64) (*metricreductionruletypes.GettableReductionRules, error) {
-	domainRules, total, err := m.store.List(ctx, orgID, params)
-	if err != nil {
-		return nil, err
-	}
-
-	metricNames := make([]string, len(domainRules))
-	for i, rule := range domainRules {
-		metricNames[i] = rule.MetricName
-	}
-	volumes, err := m.ch.VolumeByMetric(ctx, metricNames, 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]))
-	}
-
-	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
-}
-
-func (m *module) listSortedByVolume(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams, startMs, endMs int64) (*metricreductionruletypes.GettableReductionRules, error) {
-	allRules, total, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
-	if err != nil {
-		return nil, err
-	}
-	if total == 0 {
-		return &metricreductionruletypes.GettableReductionRules{Rules: []metricreductionruletypes.GettableReductionRule{}, Total: 0}, nil
-	}
-
-	metricNames := make([]string, len(allRules))
-	ruleByMetric := make(map[string]*metricreductionruletypes.StorableReductionRule, len(allRules))
-	for i, rule := range allRules {
-		metricNames[i] = rule.MetricName
-		ruleByMetric[rule.MetricName] = rule
-	}
-
-	ranked, err := m.ch.RankByVolume(ctx, metricNames, params.OrderBy, params.Order, startMs, endMs, params.Offset, params.Limit)
-	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))
-	}
-
-	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
-}
-
-func (m *module) Get(ctx context.Context, orgID valuer.UUID, metricName string) (*metricreductionruletypes.GettableReductionRule, error) {
-	if err := m.checkLicense(ctx, orgID); err != nil {
-		return nil, err
-	}
-	if metricName == "" {
-		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
-	}
-
-	rule, err := m.store.Get(ctx, orgID, metricName)
-	if err != nil {
-		return nil, err
-	}
-
-	now := time.Now()
-	current, reduced, reductionPercent, _, err := m.estimateVolume(ctx, rule.MetricName, rule.MatchType, rule.Labels, now.Add(-defaultPreviewLookback).UnixMilli(), now.UnixMilli())
-	if err != nil {
-		return nil, err
-	}
-	gettable := toGettableReductionRule(rule)
-	gettable.IngestedSeries = current
-	gettable.ReducedSeries = reduced
-	gettable.ReductionPercent = reductionPercent
-	return &gettable, nil
-}
-
-func (m *module) Upsert(ctx context.Context, orgID valuer.UUID, userEmail string, req *metricreductionruletypes.PostableReductionRule) (*metricreductionruletypes.GettableReductionRule, error) {
-	if err := m.checkLicense(ctx, orgID); err != nil {
-		return nil, err
-	}
-	if err := req.Validate(); err != nil {
-		return nil, err
-	}
-	if err := m.validateMetricForReduction(ctx, req.MetricName); err != nil {
-		return nil, err
-	}
-
-	if req.MatchType == metricreductionruletypes.MatchTypeDrop {
-		for _, label := range req.Labels {
-			if isProtected(label) {
-				return nil, errors.Newf(errors.TypeInvalidInput, metricreductionruletypes.ErrCodeMetricReductionRuleProtectedLabel,
-					"label %q is protected and cannot be dropped", label)
-			}
-		}
-	}
-
-	now := time.Now()
-	rule := metricreductionruletypes.NewReductionRule(orgID, req.MetricName, req.MatchType, req.Labels, now.Add(effectiveFromMargin), userEmail)
-
-	if err := m.store.RunInTx(ctx, func(ctx context.Context) error {
-		if err := m.store.Upsert(ctx, rule); err != nil {
-			return err
-		}
-		return m.ch.Sync(ctx, rule.MetricName, rule.Labels, rule.MatchType.StringValue(), rule.EffectiveFrom.UnixMilli(), false, rule.UpdatedAt)
-	}); err != nil {
-		return nil, err
-	}
-
-	gettable := toGettableReductionRule(rule)
-	return &gettable, nil
-}
-
-func (m *module) Delete(ctx context.Context, orgID valuer.UUID, metricName string) error {
-	if err := m.checkLicense(ctx, orgID); err != nil {
-		return err
-	}
-	if metricName == "" {
-		return errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
-	}
-
-	now := time.Now()
-	effectiveFromMs := now.Add(effectiveFromMargin).UnixMilli()
-	return m.store.RunInTx(ctx, func(ctx context.Context) error {
-		if err := m.store.Delete(ctx, orgID, metricName); err != nil {
-			return err
-		}
-		return m.ch.Sync(ctx, metricName, []string{}, metricreductionruletypes.MatchTypeDrop.StringValue(), effectiveFromMs, true, now)
-	})
-}
-
-func (m *module) Preview(ctx context.Context, orgID valuer.UUID, req *metricreductionruletypes.PostableReductionRulePreview) (*metricreductionruletypes.GettableReductionRulePreview, error) {
-	if err := m.checkLicense(ctx, orgID); err != nil {
-		return nil, err
-	}
-	if err := req.Validate(); err != nil {
-		return nil, err
-	}
-	if err := m.validateMetricForReduction(ctx, req.MetricName); err != nil {
-		return nil, err
-	}
-
-	lookback := time.Duration(req.LookbackMs) * time.Millisecond
-	if lookback <= 0 {
-		lookback = defaultPreviewLookback
-	}
-	now := time.Now()
-	current, reduced, reductionPercent, dropped, err := m.estimateVolume(ctx, req.MetricName, req.MatchType, req.Labels, now.Add(-lookback).UnixMilli(), now.UnixMilli())
-	if err != nil {
-		return nil, err
-	}
-
-	return &metricreductionruletypes.GettableReductionRulePreview{
-		IngestedSeries:   current,
-		ReducedSeries:    reduced,
-		ReductionPercent: reductionPercent,
-		DroppedLabels:    dropped,
-		AffectedAssets:   m.relatedAssetImpact(ctx, orgID, req.MetricName, dropped),
-		EffectiveFrom:    now.Add(effectiveFromMargin),
-	}, nil
-}
-
-func (m *module) validateMetricForReduction(ctx context.Context, metricName string) error {
-	exists, err := m.ch.MetricExists(ctx, metricName)
-	if err != nil {
-		return err
-	}
-	if !exists {
-		return errors.NewNotFoundf(errors.CodeNotFound, "metric not found: %q", metricName)
-	}
-
-	isExpHist, err := m.ch.IsExponentialHistogram(ctx, metricName)
-	if err != nil {
-		return err
-	}
-	if isExpHist {
-		return errors.Newf(errors.TypeInvalidInput, metricreductionruletypes.ErrCodeMetricReductionRuleUnsupportedMetricType,
-			"exponential histogram metrics cannot be reduced in v1")
-	}
-	return nil
-}
-
-func (m *module) relatedAssetImpact(ctx context.Context, orgID valuer.UUID, metricName string, dropped []string) []metricreductionruletypes.AffectedAsset {
-	affected := make([]metricreductionruletypes.AffectedAsset, 0)
-	droppedSet := make(map[string]struct{}, len(dropped))
-	for _, label := range dropped {
-		droppedSet[label] = struct{}{}
-	}
-
-	if dashboards, err := m.dashboard.GetByMetricNames(ctx, orgID, []string{metricName}); err != nil {
-		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] {
-			var groupBy []string
-			if gb := item["group_by"]; gb != "" {
-				groupBy = strings.Split(gb, ",")
-			}
-			affected = append(affected, metricreductionruletypes.AffectedAsset{
-				Type:           metricreductionruletypes.AssetTypeDashboard,
-				ID:             item["dashboard_id"],
-				Name:           item["dashboard_name"],
-				Widget:         item["widget_name"],
-				ImpactedLabels: intersectLabels(groupBy, droppedSet),
-			})
-		}
-	}
-
-	if alerts, err := m.ruleStore.GetStoredRulesByMetricName(ctx, orgID.String(), metricName); err != nil {
-		m.logger.WarnContext(ctx, "failed to fetch related alerts for reduction preview", slog.String("metric_name", metricName), errors.Attr(err))
-	} else {
-		for _, a := range alerts {
-			affected = append(affected, metricreductionruletypes.AffectedAsset{
-				Type: metricreductionruletypes.AssetTypeAlert,
-				ID:   a.AlertID,
-				Name: a.AlertName,
-			})
-		}
-	}
-
-	return affected
-}
-
-func toGettableReductionRule(rule *metricreductionruletypes.StorableReductionRule) metricreductionruletypes.GettableReductionRule {
-	return metricreductionruletypes.GettableReductionRule{
-		MetricName:    rule.MetricName,
-		MatchType:     rule.MatchType,
-		Labels:        rule.Labels,
-		EffectiveFrom: rule.EffectiveFrom,
-		UpdatedAt:     rule.UpdatedAt,
-		UpdatedBy:     rule.UpdatedBy,
-		Active:        !rule.EffectiveFrom.After(time.Now()),
-	}
-}
-
-func withVolume(rule metricreductionruletypes.GettableReductionRule, volume volumeRow) metricreductionruletypes.GettableReductionRule {
-	rule.IngestedSeries = volume.Ingested
-	rule.ReducedSeries = volume.Reduced
-	if volume.Ingested > 0 && volume.Reduced <= volume.Ingested {
-		rule.ReductionPercent = (1 - float64(volume.Reduced)/float64(volume.Ingested)) * 100
-	}
-	return rule
-}
-
-func intersectLabels(keys []string, droppedSet map[string]struct{}) []string {
-	var out []string
-	for _, key := range keys {
-		if _, ok := droppedSet[key]; ok {
-			out = append(out, key)
-		}
-	}
-	return out
-}
-
-func resolveDroppedKept(matchType metricreductionruletypes.MatchType, ruleLabels, keys []string) (dropped, kept []string) {
-	ruleSet := make(map[string]struct{}, len(ruleLabels))
-	for _, l := range ruleLabels {
-		ruleSet[l] = struct{}{}
-	}
-
-	for _, k := range keys {
-		if isProtected(k) {
-			kept = append(kept, k)
-			continue
-		}
-		_, listed := ruleSet[k]
-		drop := listed
-		if matchType == metricreductionruletypes.MatchTypeKeep {
-			drop = !listed
-		}
-		if drop {
-			dropped = append(dropped, k)
-		} else {
-			kept = append(kept, k)
-		}
-	}
-
-	sort.Strings(dropped)
-	sort.Strings(kept)
-	return dropped, kept
-}
-
-func (m *module) estimateVolume(ctx context.Context, metricName string, matchType metricreductionruletypes.MatchType, labels []string, startMs, endMs int64) (current uint64, reduced uint64, reductionPercent float64, dropped []string, err error) {
-	keys, err := m.ch.AttributeKeys(ctx, metricName, startMs, endMs)
-	if err != nil {
-		return 0, 0, 0, nil, err
-	}
-	dropped, kept := resolveDroppedKept(matchType, labels, keys)
-
-	current, reduced, err = m.ch.EstimateCardinality(ctx, metricName, kept, startMs, endMs)
-	if err != nil {
-		return 0, 0, 0, nil, err
-	}
-	if current > 0 && reduced <= current {
-		reductionPercent = (1 - float64(reduced)/float64(current)) * 100
-	}
-	return current, reduced, reductionPercent, dropped, nil
-}
--- a/ee/modules/metricreductionrule/implmetricreductionrule/store.go
+++ b/ee/modules/metricreductionrule/implmetricreductionrule/store.go
@@ -1,102 +0,0 @@
-package implmetricreductionrule
-
-import (
-	"context"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-type store struct {
-	sqlstore sqlstore.SQLStore
-}
-
-func NewStore(sqlstore sqlstore.SQLStore) metricreductionruletypes.Store {
-	return &store{sqlstore: sqlstore}
-}
-
-func (s *store) List(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams) ([]*metricreductionruletypes.StorableReductionRule, int, error) {
-	column := "metric_name"
-	if params.OrderBy == metricreductionruletypes.OrderByLastUpdated {
-		column = "updated_at"
-	}
-	direction := "ASC"
-	if params.Order == metricreductionruletypes.OrderDesc {
-		direction = "DESC"
-	}
-
-	rules := make([]*metricreductionruletypes.StorableReductionRule, 0)
-	query := s.sqlstore.
-		BunDBCtx(ctx).
-		NewSelect().
-		Model(&rules).
-		Where("org_id = ?", orgID).
-		Order(column + " " + direction)
-	if params.Limit > 0 {
-		query = query.Limit(params.Limit).Offset(params.Offset)
-	}
-
-	total, err := query.ScanAndCount(ctx)
-	if err != nil {
-		return nil, 0, err
-	}
-	return rules, total, nil
-}
-
-func (s *store) Get(ctx context.Context, orgID valuer.UUID, metricName string) (*metricreductionruletypes.StorableReductionRule, error) {
-	rule := new(metricreductionruletypes.StorableReductionRule)
-	err := s.sqlstore.
-		BunDBCtx(ctx).
-		NewSelect().
-		Model(rule).
-		Where("org_id = ?", orgID).
-		Where("metric_name = ?", metricName).
-		Scan(ctx)
-	if err != nil {
-		return nil, s.sqlstore.WrapNotFoundErrf(err, metricreductionruletypes.ErrCodeMetricReductionRuleNotFound, "no reduction rule found for metric %q", metricName)
-	}
-	return rule, nil
-}
-
-func (s *store) Upsert(ctx context.Context, rule *metricreductionruletypes.StorableReductionRule) error {
-	_, err := s.sqlstore.
-		BunDBCtx(ctx).
-		NewInsert().
-		Model(rule).
-		On("CONFLICT (org_id, metric_name) DO UPDATE").
-		Set("match_type = EXCLUDED.match_type").
-		Set("labels = EXCLUDED.labels").
-		Set("effective_from = EXCLUDED.effective_from").
-		Set("updated_at = EXCLUDED.updated_at").
-		Set("updated_by = EXCLUDED.updated_by").
-		Exec(ctx)
-	return err
-}
-
-func (s *store) Delete(ctx context.Context, orgID valuer.UUID, metricName string) error {
-	res, err := s.sqlstore.
-		BunDBCtx(ctx).
-		NewDelete().
-		Model((*metricreductionruletypes.StorableReductionRule)(nil)).
-		Where("org_id = ?", orgID).
-		Where("metric_name = ?", metricName).
-		Exec(ctx)
-	if err != nil {
-		return err
-	}
-
-	rowsAffected, err := res.RowsAffected()
-	if err != nil {
-		return err
-	}
-	if rowsAffected == 0 {
-		return errors.Newf(errors.TypeNotFound, metricreductionruletypes.ErrCodeMetricReductionRuleNotFound, "no reduction rule found for metric %q", metricName)
-	}
-	return nil
-}
-
-func (s *store) RunInTx(ctx context.Context, cb func(ctx context.Context) error) error {
-	return s.sqlstore.RunInTxCtx(ctx, nil, cb)
-}
--- a/ee/modules/metricreductionrule/implmetricreductionrule/store_test.go
+++ b/ee/modules/metricreductionrule/implmetricreductionrule/store_test.go
@@ -1,170 +0,0 @@
-package implmetricreductionrule
-
-import (
-	"context"
-	"path/filepath"
-	"testing"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/factory/factorytest"
-	"github.com/SigNoz/signoz/pkg/sqlstore"
-	"github.com/SigNoz/signoz/pkg/sqlstore/sqlitesqlstore"
-	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-)
-
-func newTestStore(t *testing.T) sqlstore.SQLStore {
-	t.Helper()
-	dbPath := filepath.Join(t.TempDir(), "test.db")
-	store, err := sqlitesqlstore.New(context.Background(), factorytest.NewSettings(), sqlstore.Config{
-		Provider: "sqlite",
-		Connection: sqlstore.ConnectionConfig{
-			MaxOpenConns:    1,
-			MaxConnLifetime: 0,
-		},
-		Sqlite: sqlstore.SqliteConfig{
-			Path:            dbPath,
-			Mode:            "wal",
-			BusyTimeout:     5 * time.Second,
-			TransactionMode: "deferred",
-		},
-	})
-	require.NoError(t, err)
-
-	_, err = store.BunDB().NewCreateTable().
-		Model((*metricreductionruletypes.StorableReductionRule)(nil)).
-		IfNotExists().
-		Exec(context.Background())
-	require.NoError(t, err)
-
-	_, err = store.BunDB().Exec(`CREATE UNIQUE INDEX IF NOT EXISTS uq_metric_reduction_rule_org_metric ON metric_reduction_rule (org_id, metric_name)`)
-	require.NoError(t, err)
-	return store
-}
-
-func newRule(orgID valuer.UUID, metricName string, matchType metricreductionruletypes.MatchType, labels []string, by string) *metricreductionruletypes.StorableReductionRule {
-	return metricreductionruletypes.NewReductionRule(orgID, metricName, matchType, labels, time.Now(), by)
-}
-
-func TestStore_UpsertGetListDelete(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgID := valuer.GenerateUUID()
-
-	empty, _, err := s.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
-	require.NoError(t, err)
-	assert.Empty(t, empty)
-
-	require.NoError(t, s.Upsert(ctx, newRule(orgID, "http_requests_total", metricreductionruletypes.MatchTypeDrop, []string{"pod", "container"}, "creator@x.com")))
-
-	got, err := s.Get(ctx, orgID, "http_requests_total")
-	require.NoError(t, err)
-	assert.Equal(t, metricreductionruletypes.MatchTypeDrop, got.MatchType)
-	assert.Equal(t, []string{"pod", "container"}, []string(got.Labels))
-	assert.Equal(t, "creator@x.com", got.CreatedBy)
-
-	list, _, err := s.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
-	require.NoError(t, err)
-	require.Len(t, list, 1)
-}
-
-func TestStore_UpsertReplacesAndPreservesCreator(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgID := valuer.GenerateUUID()
-
-	require.NoError(t, s.Upsert(ctx, newRule(orgID, "cpu_usage", metricreductionruletypes.MatchTypeDrop, []string{"pod"}, "creator@x.com")))
-	require.NoError(t, s.Upsert(ctx, newRule(orgID, "cpu_usage", metricreductionruletypes.MatchTypeKeep, []string{"le"}, "editor@x.com")))
-
-	list, _, err := s.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
-	require.NoError(t, err)
-	require.Len(t, list, 1, "upsert on the same (org, metric) replaces, it does not duplicate")
-
-	got, err := s.Get(ctx, orgID, "cpu_usage")
-	require.NoError(t, err)
-	assert.Equal(t, metricreductionruletypes.MatchTypeKeep, got.MatchType)
-	assert.Equal(t, []string{"le"}, []string(got.Labels))
-	assert.Equal(t, "creator@x.com", got.CreatedBy, "created_by is preserved on update")
-	assert.Equal(t, "editor@x.com", got.UpdatedBy, "updated_by reflects the latest editor")
-}
-
-func TestStore_DeleteMissingRuleErrors(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgID := valuer.GenerateUUID()
-
-	require.NoError(t, s.Upsert(ctx, newRule(orgID, "mem_usage", metricreductionruletypes.MatchTypeDrop, []string{"pod"}, "creator@x.com")))
-	require.NoError(t, s.Delete(ctx, orgID, "mem_usage"))
-
-	_, err := s.Get(ctx, orgID, "mem_usage")
-	require.Error(t, err)
-
-	require.Error(t, s.Delete(ctx, orgID, "mem_usage"), "deleting a non-existent rule returns an error")
-}
-
-func TestStore_ScopedByOrg(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgA := valuer.GenerateUUID()
-	orgB := valuer.GenerateUUID()
-
-	require.NoError(t, s.Upsert(ctx, newRule(orgA, "shared_metric", metricreductionruletypes.MatchTypeDrop, []string{"pod"}, "a@x.com")))
-
-	_, err := s.Get(ctx, orgB, "shared_metric")
-	require.Error(t, err, "a rule in org A must not be visible to org B")
-
-	list, _, err := s.List(ctx, orgB, &metricreductionruletypes.ListReductionRulesParams{})
-	require.NoError(t, err)
-	assert.Empty(t, list)
-}
-
-func TestStore_ListSortsAndPaginates(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgID := valuer.GenerateUUID()
-
-	for _, name := range []string{"c_metric", "a_metric", "b_metric"} {
-		require.NoError(t, s.Upsert(ctx, newRule(orgID, name, metricreductionruletypes.MatchTypeDrop, []string{"pod"}, "x@x.com")))
-	}
-
-	page, total, err := s.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{
-		OrderBy: metricreductionruletypes.OrderByMetricName,
-		Order:   metricreductionruletypes.OrderAsc,
-		Offset:  0,
-		Limit:   2,
-	})
-	require.NoError(t, err)
-	assert.Equal(t, 3, total, "total reflects all rows, not the page size")
-	require.Len(t, page, 2)
-	assert.Equal(t, "a_metric", page[0].MetricName)
-	assert.Equal(t, "b_metric", page[1].MetricName)
-
-	page, _, err = s.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{
-		OrderBy: metricreductionruletypes.OrderByMetricName,
-		Order:   metricreductionruletypes.OrderDesc,
-		Offset:  2,
-		Limit:   2,
-	})
-	require.NoError(t, err)
-	require.Len(t, page, 1)
-	assert.Equal(t, "a_metric", page[0].MetricName, "desc order with offset 2 lands on the smallest name")
-}
-
-func TestStore_RunInTxRollsBackOnError(t *testing.T) {
-	ctx := context.Background()
-	s := NewStore(newTestStore(t))
-	orgID := valuer.GenerateUUID()
-
-	err := s.RunInTx(ctx, func(ctx context.Context) error {
-		if err := s.Upsert(ctx, newRule(orgID, "rolled_back", metricreductionruletypes.MatchTypeDrop, []string{"pod"}, "creator@x.com")); err != nil {
-			return err
-		}
-		return assert.AnError
-	})
-	require.ErrorIs(t, err, assert.AnError)
-
-	_, err = s.Get(ctx, orgID, "rolled_back")
-	require.Error(t, err, "the upsert must not persist when the transaction callback fails")
-}
--- a/ee/query-service/app/server.go
+++ b/ee/query-service/app/server.go
@@ -10,6 +10,7 @@ import (
 	"go.opentelemetry.io/contrib/instrumentation/github.com/gorilla/mux/otelmux"
 	"go.opentelemetry.io/otel/propagation"

+	"github.com/SigNoz/signoz/pkg/cache/memorycache"
 	"github.com/SigNoz/signoz/pkg/errors"

 	"github.com/gorilla/handlers"
@@ -19,6 +20,7 @@ import (

 	"github.com/SigNoz/signoz/ee/query-service/app/api"
 	"github.com/SigNoz/signoz/ee/query-service/usage"
+	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/http/middleware"
 	"github.com/SigNoz/signoz/pkg/signoz"
 	"github.com/SigNoz/signoz/pkg/web"
@@ -57,12 +59,25 @@ type Server struct {

 // NewServer creates and initializes Server
 func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
+	cacheForTraceDetail, err := memorycache.New(context.TODO(), signoz.Instrumentation.ToProviderSettings(), cache.Config{
+		Provider: "memory",
+		Memory: cache.Memory{
+			NumCounters: 10 * 10000,
+			MaxCost:     1 << 27, // 128 MB
+		},
+	})
+	if err != nil {
+		return nil, err
+	}
+
 	reader := clickhouseReader.NewReader(
 		signoz.Instrumentation.Logger(),
 		signoz.SQLStore,
 		signoz.TelemetryStore,
 		signoz.Prometheus,
 		signoz.TelemetryStore.Cluster(),
+		config.Querier.FluxInterval,
+		cacheForTraceDetail,
 		signoz.Cache,
 		nil,
 	)
--- a/ee/sqlschema/postgressqlschema/signozdb_index_test.go
+++ b/ee/sqlschema/postgressqlschema/signozdb_index_test.go
@@ -0,0 +1,101 @@
+package postgressqlschema
+
+import (
+	"context"
+	"os"
+	"testing"
+	"time"
+
+	"github.com/SigNoz/signoz/ee/sqlstore/postgressqlstore"
+	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
+	"github.com/SigNoz/signoz/pkg/sqlschema"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/stretchr/testify/require"
+)
+
+// devenvPostgresDSN is the DSN for the postgres started by `make devenv-postgres`.
+// Override with TEST_POSTGRES_DSN to point at a different instance.
+const devenvPostgresDSN = "postgres://postgres:password@localhost:5432/signoz?sslmode=disable"
+
+// TestSignozDBTagUniqueIndex inspects the real postgres database the enterprise
+// server migrates and verifies the functional unique index added by migration
+// 094 on the "tag" table.
+//
+//   - "MigrationCreatedIndex" is the ground-truth check: it reads the index
+//     definition straight out of pg_indexes and confirms the functional unique
+//     index physically exists. This proves the migration ran and postgres
+//     accepted it.
+//   - "GetIndicesRoundTrip" exercises the engine's GetIndices read-back path and
+//     checks it reconstructs the same index. This is the part your colleague
+//     asked about.
+//
+// It mirrors the sqlite signoz.db test, but talks to the devenv postgres
+// container instead of a local file. The test skips if postgres is unreachable
+// (run `make devenv-postgres` and the enterprise server first).
+func TestSignozDBTagUniqueIndex(t *testing.T) {
+	dsn := os.Getenv("TEST_POSTGRES_DSN")
+	if dsn == "" {
+		dsn = devenvPostgresDSN
+	}
+
+	ctx := context.Background()
+	cfg := sqlstore.Config{
+		Provider:   "postgres",
+		Postgres:   sqlstore.PostgresConfig{DSN: dsn},
+		Connection: sqlstore.ConnectionConfig{MaxOpenConns: 10, MaxConnLifetime: time.Minute},
+	}
+
+	providerSettings := instrumentationtest.New().ToProviderSettings()
+	store, err := postgressqlstore.New(ctx, providerSettings, cfg)
+	if err != nil {
+		t.Skipf("postgres unreachable at %s (run `make devenv-postgres` and the enterprise server): %v", dsn, err)
+	}
+
+	pingCtx, cancel := context.WithTimeout(ctx, 2*time.Second)
+	defer cancel()
+	if err := store.SQLDB().PingContext(pingCtx); err != nil {
+		t.Skipf("postgres unreachable at %s (run `make devenv-postgres` and the enterprise server): %v", dsn, err)
+	}
+	t.Logf("using postgres at %s", dsn)
+
+	schema, err := New(ctx, providerSettings, sqlschema.Config{}, store)
+	require.NoError(t, err)
+
+	expected := &sqlschema.UniqueIndex{
+		TableName:   "tag",
+		ColumnNames: []sqlschema.ColumnName{"org_id", "kind", "key", "value"},
+		Expressions: []string{"org_id", "kind", "LOWER(key)", "LOWER(value)"},
+	}
+
+	t.Run("MigrationCreatedIndex", func(t *testing.T) {
+		var def string
+		err := store.
+			BunDB().
+			NewRaw("SELECT indexdef FROM pg_indexes WHERE tablename = 'tag' AND indexname = ?", expected.Name()).
+			Scan(ctx, &def)
+		require.NoError(t, err, "expected unique index %q to exist in postgres", expected.Name())
+		t.Logf("stored indexdef: %s", def)
+
+		require.Contains(t, def, "UNIQUE")
+		// postgres normalizes function names to lowercase.
+		require.Contains(t, def, "lower(key)")
+		require.Contains(t, def, "lower(value)")
+	})
+
+	t.Run("GetIndicesRoundTrip", func(t *testing.T) {
+		indices, err := schema.GetIndices(ctx, "tag")
+		require.NoError(t, err)
+
+		t.Logf("GetIndices returned %d indices", len(indices))
+		var got sqlschema.Index
+		for _, idx := range indices {
+			t.Logf("  name=%q type=%s columns=%v create=%s", idx.Name(), idx.Type(), idx.Columns(), string(idx.ToCreateSQL(schema.Formatter())))
+			if idx.Name() == expected.Name() {
+				got = idx
+			}
+		}
+
+		require.NotNil(t, got, "GetIndices did not return the functional unique index %q", expected.Name())
+		require.True(t, expected.Equals(got), "round-tripped index should equal the original definition")
+	})
+}
--- a/frontend/src/AppRoutes/routes.ts
+++ b/frontend/src/AppRoutes/routes.ts
@@ -469,13 +469,6 @@ const routes: AppRoutes[] = [
 		key: 'METRICS_EXPLORER_VIEWS',
 		isPrivate: true,
 	},
-	{
-		path: ROUTES.METRICS_EXPLORER_VOLUME_CONTROL,
-		exact: true,
-		component: MetricsExplorer,
-		key: 'METRICS_EXPLORER_VOLUME_CONTROL',
-		isPrivate: true,
-	},

 	{
 		path: ROUTES.METER,
--- a/frontend/src/api/generated/services/dashboard/index.ts
+++ b/frontend/src/api/generated/services/dashboard/index.ts
@@ -21,17 +21,14 @@ import type {
 	CloneDashboardV2201,
 	CloneDashboardV2PathParameters,
 	CreateDashboardV2201,
-	CreateDashboardView201,
 	CreatePublicDashboard201,
 	CreatePublicDashboardPathParameters,
 	DashboardtypesPatchableDashboardV2DTO,
 	DashboardtypesPostableDashboardV2DTO,
-	DashboardtypesPostableDashboardViewDTO,
 	DashboardtypesPostablePublicDashboardDTO,
 	DashboardtypesUpdatableDashboardV2DTO,
 	DashboardtypesUpdatablePublicDashboardDTO,
 	DeleteDashboardV2PathParameters,
-	DeleteDashboardViewPathParameters,
 	DeletePublicDashboardPathParameters,
 	GetDashboardV2200,
 	GetDashboardV2PathParameters,
@@ -41,7 +38,6 @@ import type {
 	GetPublicDashboardPathParameters,
 	GetPublicDashboardWidgetQueryRange200,
 	GetPublicDashboardWidgetQueryRangePathParameters,
-	ListDashboardViews200,
 	ListDashboardsForUserV2200,
 	ListDashboardsForUserV2Params,
 	ListDashboardsV2200,
@@ -55,8 +51,6 @@ import type {
 	UnpinDashboardV2PathParameters,
 	UpdateDashboardV2200,
 	UpdateDashboardV2PathParameters,
-	UpdateDashboardView200,
-	UpdateDashboardViewPathParameters,
 	UpdatePublicDashboardPathParameters,
 } from '../sigNoz.schemas';

@@ -656,354 +650,6 @@ export const invalidateGetPublicDashboardWidgetQueryRange = async (
 	return queryClient;
 };

-/**
- * Returns every saved view in the calling user's org. Saved views are shared org-wide.
- * @summary List dashboard saved views
- */
-export const listDashboardViews = (signal?: AbortSignal) => {
-	return GeneratedAPIInstance<ListDashboardViews200>({
-		url: `/api/v2/dashboard_views`,
-		method: 'GET',
-		signal,
-	});
-};
-
-export const getListDashboardViewsQueryKey = () => {
-	return [`/api/v2/dashboard_views`] as const;
-};
-
-export const getListDashboardViewsQueryOptions = <
-	TData = Awaited<ReturnType<typeof listDashboardViews>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(options?: {
-	query?: UseQueryOptions<
-		Awaited<ReturnType<typeof listDashboardViews>>,
-		TError,
-		TData
-	>;
-}) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey = queryOptions?.queryKey ?? getListDashboardViewsQueryKey();
-
-	const queryFn: QueryFunction<
-		Awaited<ReturnType<typeof listDashboardViews>>
-	> = ({ signal }) => listDashboardViews(signal);
-
-	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
-		Awaited<ReturnType<typeof listDashboardViews>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type ListDashboardViewsQueryResult = NonNullable<
-	Awaited<ReturnType<typeof listDashboardViews>>
->;
-export type ListDashboardViewsQueryError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary List dashboard saved views
- */
-
-export function useListDashboardViews<
-	TData = Awaited<ReturnType<typeof listDashboardViews>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(options?: {
-	query?: UseQueryOptions<
-		Awaited<ReturnType<typeof listDashboardViews>>,
-		TError,
-		TData
-	>;
-}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getListDashboardViewsQueryOptions(options);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return { ...query, queryKey: queryOptions.queryKey };
-}
-
-/**
- * @summary List dashboard saved views
- */
-export const invalidateListDashboardViews = async (
-	queryClient: QueryClient,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getListDashboardViewsQueryKey() },
-		options,
-	);
-
-	return queryClient;
-};
-
-/**
- * Persists the calling user's dashboard listing state (query, sort, order) as a named, reusable view shared across the org.
- * @summary Create dashboard saved view
- */
-export const createDashboardView = (
-	dashboardtypesPostableDashboardViewDTO?: BodyType<DashboardtypesPostableDashboardViewDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<CreateDashboardView201>({
-		url: `/api/v2/dashboard_views`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: dashboardtypesPostableDashboardViewDTO,
-		signal,
-	});
-};
-
-export const getCreateDashboardViewMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof createDashboardView>>,
-		TError,
-		{ data?: BodyType<DashboardtypesPostableDashboardViewDTO> },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof createDashboardView>>,
-	TError,
-	{ data?: BodyType<DashboardtypesPostableDashboardViewDTO> },
-	TContext
-> => {
-	const mutationKey = ['createDashboardView'];
-	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 createDashboardView>>,
-		{ data?: BodyType<DashboardtypesPostableDashboardViewDTO> }
-	> = (props) => {
-		const { data } = props ?? {};
-
-		return createDashboardView(data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type CreateDashboardViewMutationResult = NonNullable<
-	Awaited<ReturnType<typeof createDashboardView>>
->;
-export type CreateDashboardViewMutationBody =
-	| BodyType<DashboardtypesPostableDashboardViewDTO>
-	| undefined;
-export type CreateDashboardViewMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Create dashboard saved view
- */
-export const useCreateDashboardView = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof createDashboardView>>,
-		TError,
-		{ data?: BodyType<DashboardtypesPostableDashboardViewDTO> },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof createDashboardView>>,
-	TError,
-	{ data?: BodyType<DashboardtypesPostableDashboardViewDTO> },
-	TContext
-> => {
-	return useMutation(getCreateDashboardViewMutationOptions(options));
-};
-/**
- * Removes a saved view. Saved views are shared org-wide. Deleting a non-existent view returns 404.
- * @summary Delete dashboard saved view
- */
-export const deleteDashboardView = (
-	{ id }: DeleteDashboardViewPathParameters,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<void>({
-		url: `/api/v2/dashboard_views/${id}`,
-		method: 'DELETE',
-		signal,
-	});
-};
-
-export const getDeleteDashboardViewMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof deleteDashboardView>>,
-		TError,
-		{ pathParams: DeleteDashboardViewPathParameters },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof deleteDashboardView>>,
-	TError,
-	{ pathParams: DeleteDashboardViewPathParameters },
-	TContext
-> => {
-	const mutationKey = ['deleteDashboardView'];
-	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 deleteDashboardView>>,
-		{ pathParams: DeleteDashboardViewPathParameters }
-	> = (props) => {
-		const { pathParams } = props ?? {};
-
-		return deleteDashboardView(pathParams);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type DeleteDashboardViewMutationResult = NonNullable<
-	Awaited<ReturnType<typeof deleteDashboardView>>
->;
-
-export type DeleteDashboardViewMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Delete dashboard saved view
- */
-export const useDeleteDashboardView = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof deleteDashboardView>>,
-		TError,
-		{ pathParams: DeleteDashboardViewPathParameters },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof deleteDashboardView>>,
-	TError,
-	{ pathParams: DeleteDashboardViewPathParameters },
-	TContext
-> => {
-	return useMutation(getDeleteDashboardViewMutationOptions(options));
-};
-/**
- * Replaces a saved view's name and data. Saved views are shared org-wide.
- * @summary Update dashboard saved view
- */
-export const updateDashboardView = (
-	{ id }: UpdateDashboardViewPathParameters,
-	dashboardtypesPostableDashboardViewDTO?: BodyType<DashboardtypesPostableDashboardViewDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<UpdateDashboardView200>({
-		url: `/api/v2/dashboard_views/${id}`,
-		method: 'PUT',
-		headers: { 'Content-Type': 'application/json' },
-		data: dashboardtypesPostableDashboardViewDTO,
-		signal,
-	});
-};
-
-export const getUpdateDashboardViewMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof updateDashboardView>>,
-		TError,
-		{
-			pathParams: UpdateDashboardViewPathParameters;
-			data?: BodyType<DashboardtypesPostableDashboardViewDTO>;
-		},
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof updateDashboardView>>,
-	TError,
-	{
-		pathParams: UpdateDashboardViewPathParameters;
-		data?: BodyType<DashboardtypesPostableDashboardViewDTO>;
-	},
-	TContext
-> => {
-	const mutationKey = ['updateDashboardView'];
-	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 updateDashboardView>>,
-		{
-			pathParams: UpdateDashboardViewPathParameters;
-			data?: BodyType<DashboardtypesPostableDashboardViewDTO>;
-		}
-	> = (props) => {
-		const { pathParams, data } = props ?? {};
-
-		return updateDashboardView(pathParams, data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type UpdateDashboardViewMutationResult = NonNullable<
-	Awaited<ReturnType<typeof updateDashboardView>>
->;
-export type UpdateDashboardViewMutationBody =
-	| BodyType<DashboardtypesPostableDashboardViewDTO>
-	| undefined;
-export type UpdateDashboardViewMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Update dashboard saved view
- */
-export const useUpdateDashboardView = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof updateDashboardView>>,
-		TError,
-		{
-			pathParams: UpdateDashboardViewPathParameters;
-			data?: BodyType<DashboardtypesPostableDashboardViewDTO>;
-		},
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof updateDashboardView>>,
-	TError,
-	{
-		pathParams: UpdateDashboardViewPathParameters;
-		data?: BodyType<DashboardtypesPostableDashboardViewDTO>;
-	},
-	TContext
-> => {
-	return useMutation(getUpdateDashboardViewMutationOptions(options));
-};
 /**
 * Returns a page of v2-shape dashboards for the org. This is the pure, user-independent list — it carries no pin state. Use ListDashboardsForUserV2 for the personalized, pin-aware list. Supports a filter DSL (`query`), sort (`updated_at`/`created_at`/`name`), order (`asc`/`desc`), and offset-based pagination (`limit`/`offset`).
 * @summary List dashboards (v2)
--- a/frontend/src/api/generated/services/metrics/index.ts
+++ b/frontend/src/api/generated/services/metrics/index.ts
@@ -18,7 +18,6 @@ import type {
 } from 'react-query';

 import type {
-	DeleteMetricReductionRulePathParameters,
 	GetMetricAlerts200,
 	GetMetricAlertsPathParameters,
 	GetMetricAttributes200,
@@ -30,27 +29,18 @@ import type {
 	GetMetricHighlightsPathParameters,
 	GetMetricMetadata200,
 	GetMetricMetadataPathParameters,
-	GetMetricReductionRule200,
-	GetMetricReductionRulePathParameters,
 	GetMetricsOnboardingStatus200,
 	GetMetricsStats200,
 	GetMetricsTreemap200,
 	InspectMetrics200,
-	ListMetricReductionRules200,
-	ListMetricReductionRulesParams,
 	ListMetrics200,
 	ListMetricsParams,
-	MetricreductionruletypesPostableReductionRuleDTO,
-	MetricreductionruletypesPostableReductionRulePreviewDTO,
 	MetricsexplorertypesInspectMetricsRequestDTO,
 	MetricsexplorertypesStatsRequestDTO,
 	MetricsexplorertypesTreemapRequestDTO,
 	MetricsexplorertypesUpdateMetricMetadataRequestDTO,
-	PreviewMetricReductionRule200,
 	RenderErrorResponseDTO,
 	UpdateMetricMetadataPathParameters,
-	UpsertMetricReductionRule200,
-	UpsertMetricReductionRulePathParameters,
 } from '../sigNoz.schemas';

 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
@@ -781,292 +771,6 @@ export const useUpdateMetricMetadata = <
 > => {
 	return useMutation(getUpdateMetricMetadataMutationOptions(options));
 };
-/**
- * Removes the volume-control (label reduction) rule for a specified metric, reverting it to full fidelity. Admin only; enterprise feature.
- * @summary Delete a metric reduction rule
- */
-export const deleteMetricReductionRule = (
-	{ metricName }: DeleteMetricReductionRulePathParameters,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<void>({
-		url: `/api/v2/metrics/${metricName}/reduction_rule`,
-		method: 'DELETE',
-		signal,
-	});
-};
-
-export const getDeleteMetricReductionRuleMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof deleteMetricReductionRule>>,
-		TError,
-		{ pathParams: DeleteMetricReductionRulePathParameters },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof deleteMetricReductionRule>>,
-	TError,
-	{ pathParams: DeleteMetricReductionRulePathParameters },
-	TContext
-> => {
-	const mutationKey = ['deleteMetricReductionRule'];
-	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 deleteMetricReductionRule>>,
-		{ pathParams: DeleteMetricReductionRulePathParameters }
-	> = (props) => {
-		const { pathParams } = props ?? {};
-
-		return deleteMetricReductionRule(pathParams);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type DeleteMetricReductionRuleMutationResult = NonNullable<
-	Awaited<ReturnType<typeof deleteMetricReductionRule>>
->;
-
-export type DeleteMetricReductionRuleMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Delete a metric reduction rule
- */
-export const useDeleteMetricReductionRule = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof deleteMetricReductionRule>>,
-		TError,
-		{ pathParams: DeleteMetricReductionRulePathParameters },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof deleteMetricReductionRule>>,
-	TError,
-	{ pathParams: DeleteMetricReductionRulePathParameters },
-	TContext
-> => {
-	return useMutation(getDeleteMetricReductionRuleMutationOptions(options));
-};
-/**
- * Returns the active volume-control (label reduction) rule for a specified metric. Enterprise feature.
- * @summary Get a metric reduction rule
- */
-export const getMetricReductionRule = (
-	{ metricName }: GetMetricReductionRulePathParameters,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<GetMetricReductionRule200>({
-		url: `/api/v2/metrics/${metricName}/reduction_rule`,
-		method: 'GET',
-		signal,
-	});
-};
-
-export const getGetMetricReductionRuleQueryKey = ({
-	metricName,
-}: GetMetricReductionRulePathParameters) => {
-	return [`/api/v2/metrics/${metricName}/reduction_rule`] as const;
-};
-
-export const getGetMetricReductionRuleQueryOptions = <
-	TData = Awaited<ReturnType<typeof getMetricReductionRule>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ metricName }: GetMetricReductionRulePathParameters,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getMetricReductionRule>>,
-			TError,
-			TData
-		>;
-	},
-) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey =
-		queryOptions?.queryKey ?? getGetMetricReductionRuleQueryKey({ metricName });
-
-	const queryFn: QueryFunction<
-		Awaited<ReturnType<typeof getMetricReductionRule>>
-	> = ({ signal }) => getMetricReductionRule({ metricName }, signal);
-
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
-		Awaited<ReturnType<typeof getMetricReductionRule>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type GetMetricReductionRuleQueryResult = NonNullable<
-	Awaited<ReturnType<typeof getMetricReductionRule>>
->;
-export type GetMetricReductionRuleQueryError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Get a metric reduction rule
- */
-
-export function useGetMetricReductionRule<
-	TData = Awaited<ReturnType<typeof getMetricReductionRule>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ metricName }: GetMetricReductionRulePathParameters,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getMetricReductionRule>>,
-			TError,
-			TData
-		>;
-	},
-): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricReductionRuleQueryOptions(
-		{ metricName },
-		options,
-	);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return { ...query, queryKey: queryOptions.queryKey };
-}
-
-/**
- * @summary Get a metric reduction rule
- */
-export const invalidateGetMetricReductionRule = async (
-	queryClient: QueryClient,
-	{ metricName }: GetMetricReductionRulePathParameters,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricReductionRuleQueryKey({ metricName }) },
-		options,
-	);
-
-	return queryClient;
-};
-
-/**
- * Creates or updates the volume-control (label reduction) rule for a specified metric. The rule takes effect after a short activation delay. Admin only; enterprise feature.
- * @summary Create or update a metric reduction rule
- */
-export const upsertMetricReductionRule = (
-	{ metricName }: UpsertMetricReductionRulePathParameters,
-	metricreductionruletypesPostableReductionRuleDTO?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<UpsertMetricReductionRule200>({
-		url: `/api/v2/metrics/${metricName}/reduction_rule`,
-		method: 'PUT',
-		headers: { 'Content-Type': 'application/json' },
-		data: metricreductionruletypesPostableReductionRuleDTO,
-		signal,
-	});
-};
-
-export const getUpsertMetricReductionRuleMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof upsertMetricReductionRule>>,
-		TError,
-		{
-			pathParams: UpsertMetricReductionRulePathParameters;
-			data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>;
-		},
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof upsertMetricReductionRule>>,
-	TError,
-	{
-		pathParams: UpsertMetricReductionRulePathParameters;
-		data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>;
-	},
-	TContext
-> => {
-	const mutationKey = ['upsertMetricReductionRule'];
-	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 upsertMetricReductionRule>>,
-		{
-			pathParams: UpsertMetricReductionRulePathParameters;
-			data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>;
-		}
-	> = (props) => {
-		const { pathParams, data } = props ?? {};
-
-		return upsertMetricReductionRule(pathParams, data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type UpsertMetricReductionRuleMutationResult = NonNullable<
-	Awaited<ReturnType<typeof upsertMetricReductionRule>>
->;
-export type UpsertMetricReductionRuleMutationBody =
-	| BodyType<MetricreductionruletypesPostableReductionRuleDTO>
-	| undefined;
-export type UpsertMetricReductionRuleMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Create or update a metric reduction rule
- */
-export const useUpsertMetricReductionRule = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof upsertMetricReductionRule>>,
-		TError,
-		{
-			pathParams: UpsertMetricReductionRulePathParameters;
-			data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>;
-		},
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof upsertMetricReductionRule>>,
-	TError,
-	{
-		pathParams: UpsertMetricReductionRulePathParameters;
-		data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>;
-	},
-	TContext
-> => {
-	return useMutation(getUpsertMetricReductionRuleMutationOptions(options));
-};
 /**
 * Returns raw time series data points for a metric within a time range (max 30 minutes). Each series includes labels and timestamp/value pairs.
 * @summary Inspect raw metric data points
@@ -1236,192 +940,6 @@ export const invalidateGetMetricsOnboardingStatus = async (
 	return queryClient;
 };

-/**
- * Returns active metric volume-control (label reduction) rules, sorted and paginated server-side. Enterprise feature.
- * @summary List metric reduction rules
- */
-export const listMetricReductionRules = (
-	params?: ListMetricReductionRulesParams,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<ListMetricReductionRules200>({
-		url: `/api/v2/metrics/reduction_rules`,
-		method: 'GET',
-		params,
-		signal,
-	});
-};
-
-export const getListMetricReductionRulesQueryKey = (
-	params?: ListMetricReductionRulesParams,
-) => {
-	return [
-		`/api/v2/metrics/reduction_rules`,
-		...(params ? [params] : []),
-	] as const;
-};
-
-export const getListMetricReductionRulesQueryOptions = <
-	TData = Awaited<ReturnType<typeof listMetricReductionRules>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	params?: ListMetricReductionRulesParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof listMetricReductionRules>>,
-			TError,
-			TData
-		>;
-	},
-) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey =
-		queryOptions?.queryKey ?? getListMetricReductionRulesQueryKey(params);
-
-	const queryFn: QueryFunction<
-		Awaited<ReturnType<typeof listMetricReductionRules>>
-	> = ({ signal }) => listMetricReductionRules(params, signal);
-
-	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
-		Awaited<ReturnType<typeof listMetricReductionRules>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type ListMetricReductionRulesQueryResult = NonNullable<
-	Awaited<ReturnType<typeof listMetricReductionRules>>
->;
-export type ListMetricReductionRulesQueryError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary List metric reduction rules
- */
-
-export function useListMetricReductionRules<
-	TData = Awaited<ReturnType<typeof listMetricReductionRules>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	params?: ListMetricReductionRulesParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof listMetricReductionRules>>,
-			TError,
-			TData
-		>;
-	},
-): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getListMetricReductionRulesQueryOptions(params, options);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return { ...query, queryKey: queryOptions.queryKey };
-}
-
-/**
- * @summary List metric reduction rules
- */
-export const invalidateListMetricReductionRules = async (
-	queryClient: QueryClient,
-	params?: ListMetricReductionRulesParams,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getListMetricReductionRulesQueryKey(params) },
-		options,
-	);
-
-	return queryClient;
-};
-
-/**
- * Estimates the series reduction and related-asset impact of a candidate volume-control rule without persisting it. Enterprise feature.
- * @summary Preview a metric reduction rule
- */
-export const previewMetricReductionRule = (
-	metricreductionruletypesPostableReductionRulePreviewDTO?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<PreviewMetricReductionRule200>({
-		url: `/api/v2/metrics/reduction_rules/preview`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: metricreductionruletypesPostableReductionRulePreviewDTO,
-		signal,
-	});
-};
-
-export const getPreviewMetricReductionRuleMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof previewMetricReductionRule>>,
-		TError,
-		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof previewMetricReductionRule>>,
-	TError,
-	{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
-	TContext
-> => {
-	const mutationKey = ['previewMetricReductionRule'];
-	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 previewMetricReductionRule>>,
-		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> }
-	> = (props) => {
-		const { data } = props ?? {};
-
-		return previewMetricReductionRule(data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type PreviewMetricReductionRuleMutationResult = NonNullable<
-	Awaited<ReturnType<typeof previewMetricReductionRule>>
->;
-export type PreviewMetricReductionRuleMutationBody =
-	| BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO>
-	| undefined;
-export type PreviewMetricReductionRuleMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Preview a metric reduction rule
- */
-export const usePreviewMetricReductionRule = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof previewMetricReductionRule>>,
-		TError,
-		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof previewMetricReductionRule>>,
-	TError,
-	{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
-	TContext
-> => {
-	return useMutation(getPreviewMetricReductionRuleMutationOptions(options));
-};
 /**
 * This endpoint provides list of metrics with their number of samples and timeseries for the given time range
 * @summary Get metrics statistics
--- a/frontend/src/api/generated/services/sigNoz.schemas.ts
+++ b/frontend/src/api/generated/services/sigNoz.schemas.ts
@@ -4633,54 +4633,6 @@ export interface DashboardtypesDashboardSpecDTO {
 	variables: DashboardtypesVariableDTO[];
 }

-export enum DashboardtypesListOrderDTO {
-	asc = 'asc',
-	desc = 'desc',
-}
-export enum DashboardtypesListSortDTO {
-	updated_at = 'updated_at',
-	created_at = 'created_at',
-	name = 'name',
-}
-export interface DashboardtypesDashboardViewDataDTO {
-	order?: DashboardtypesListOrderDTO;
-	/**
-	 * @type string
-	 */
-	query?: string;
-	sort?: DashboardtypesListSortDTO;
-	/**
-	 * @type string
-	 */
-	version: string;
-}
-
-export interface DashboardtypesDashboardViewDTO {
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: string;
-	data: DashboardtypesDashboardViewDataDTO;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name: string;
-	/**
-	 * @type string
-	 */
-	orgId: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: string;
-}
-
 export enum DashboardtypesDatasourcePluginKindDTO {
 	'signoz/Datasource' = 'signoz/Datasource',
 }
@@ -4792,6 +4744,15 @@ export interface DashboardtypesJSONPatchOperationDTO {
 	value?: unknown;
 }

+export enum DashboardtypesListOrderDTO {
+	asc = 'asc',
+	desc = 'desc',
+}
+export enum DashboardtypesListSortDTO {
+	updated_at = 'updated_at',
+	created_at = 'created_at',
+	name = 'name',
+}
 export interface DashboardtypesListedDashboardV2SpecDTO {
 	display?: DashboardtypesDisplayDTO;
 }
@@ -4934,13 +4895,6 @@ export interface DashboardtypesListableDashboardV2DTO {
 	total: number;
 }

-export interface DashboardtypesListableDashboardViewDTO {
-	/**
-	 * @type array
-	 */
-	views: DashboardtypesDashboardViewDTO[];
-}
-
 export enum DashboardtypesPanelPluginKindDTO {
 	'signoz/TimeSeriesPanel' = 'signoz/TimeSeriesPanel',
 	'signoz/BarChartPanel' = 'signoz/BarChartPanel',
@@ -4992,14 +4946,6 @@ export interface DashboardtypesPostableDashboardV2DTO {
 	tags: TagtypesPostableTagDTO[] | null;
 }

-export interface DashboardtypesPostableDashboardViewDTO {
-	data: DashboardtypesDashboardViewDataDTO;
-	/**
-	 * @type string
-	 */
-	name: string;
-}
-
 export interface DashboardtypesPostablePublicDashboardDTO {
 	/**
 	 * @type string
@@ -6577,157 +6523,6 @@ export interface LlmpricingruletypesUpdatableLLMPricingRulesDTO {
 	rules: LlmpricingruletypesUpdatableLLMPricingRuleDTO[] | null;
 }

-export enum MetricreductionruletypesAssetTypeDTO {
-	dashboard = 'dashboard',
-	alert_rule = 'alert_rule',
-}
-export interface MetricreductionruletypesAffectedAssetDTO {
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type array,null
-	 */
-	impactedLabels: string[] | null;
-	/**
-	 * @type string
-	 */
-	name: string;
-	type: MetricreductionruletypesAssetTypeDTO;
-	/**
-	 * @type string
-	 */
-	widget?: string;
-}
-
-export enum MetricreductionruletypesMatchTypeDTO {
-	drop = 'drop',
-	keep = 'keep',
-}
-export interface MetricreductionruletypesGettableReductionRuleDTO {
-	/**
-	 * @type boolean
-	 */
-	active: boolean;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	effectiveFrom: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	ingestedSeries: number;
-	/**
-	 * @type array,null
-	 */
-	labels: string[] | null;
-	matchType: MetricreductionruletypesMatchTypeDTO;
-	/**
-	 * @type string
-	 */
-	metricName: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	reducedSeries: number;
-	/**
-	 * @type number
-	 * @format double
-	 */
-	reductionPercent: number;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt: string;
-	/**
-	 * @type string
-	 */
-	updatedBy: string;
-}
-
-export interface MetricreductionruletypesGettableReductionRulePreviewDTO {
-	/**
-	 * @type array,null
-	 */
-	affectedAssets: MetricreductionruletypesAffectedAssetDTO[] | null;
-	/**
-	 * @type array,null
-	 */
-	droppedLabels: string[] | null;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	effectiveFrom: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	ingestedSeries: number;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	reducedSeries: number;
-	/**
-	 * @type number
-	 * @format double
-	 */
-	reductionPercent: number;
-}
-
-export interface MetricreductionruletypesGettableReductionRulesDTO {
-	/**
-	 * @type array,null
-	 */
-	rules: MetricreductionruletypesGettableReductionRuleDTO[] | null;
-	/**
-	 * @type integer
-	 */
-	total: number;
-}
-
-export enum MetricreductionruletypesOrderDTO {
-	asc = 'asc',
-	desc = 'desc',
-}
-export interface MetricreductionruletypesPostableReductionRuleDTO {
-	/**
-	 * @type array,null
-	 */
-	labels: string[] | null;
-	matchType: MetricreductionruletypesMatchTypeDTO;
-}
-
-export interface MetricreductionruletypesPostableReductionRulePreviewDTO {
-	/**
-	 * @type array,null
-	 */
-	labels: string[] | null;
-	/**
-	 * @type integer
-	 * @format int64
-	 */
-	lookbackMs?: number;
-	matchType: MetricreductionruletypesMatchTypeDTO;
-	/**
-	 * @type string
-	 */
-	metricName: string;
-}
-
-export enum MetricreductionruletypesReductionRuleOrderByDTO {
-	metricname = 'metricname',
-	ingestedvolume = 'ingestedvolume',
-	reducedvolume = 'reducedvolume',
-	reduction = 'reduction',
-	lastupdated = 'lastupdated',
-}
 export interface MetricsexplorertypesInspectMetricsRequestDTO {
 	/**
 	 * @type integer
@@ -6889,10 +6684,6 @@ export interface MetricsexplorertypesMetricDashboardDTO {
 	 * @type string
 	 */
 	dashboardName: string;
-	/**
-	 * @type array
-	 */
-	groupBy?: string[];
 	/**
 	 * @type string
 	 */
@@ -10046,36 +9837,6 @@ export type GetUserPreference200 = {
 export type UpdateUserPreferencePathParameters = {
 	name: string;
 };
-export type ListDashboardViews200 = {
-	data: DashboardtypesListableDashboardViewDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
-export type CreateDashboardView201 = {
-	data: DashboardtypesDashboardViewDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
-export type DeleteDashboardViewPathParameters = {
-	id: string;
-};
-export type UpdateDashboardViewPathParameters = {
-	id: string;
-};
-export type UpdateDashboardView200 = {
-	data: DashboardtypesDashboardViewDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type ListDashboardsV2Params = {
 	/**
 	 * @type string
@@ -10471,31 +10232,6 @@ export type GetMetricMetadata200 = {
 export type UpdateMetricMetadataPathParameters = {
 	metricName: string;
 };
-export type DeleteMetricReductionRulePathParameters = {
-	metricName: string;
-};
-export type GetMetricReductionRulePathParameters = {
-	metricName: string;
-};
-export type GetMetricReductionRule200 = {
-	data: MetricreductionruletypesGettableReductionRuleDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
-export type UpsertMetricReductionRulePathParameters = {
-	metricName: string;
-};
-export type UpsertMetricReductionRule200 = {
-	data: MetricreductionruletypesGettableReductionRuleDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type InspectMetrics200 = {
 	data: MetricsexplorertypesInspectMetricsResponseDTO;
 	/**
@@ -10512,43 +10248,6 @@ export type GetMetricsOnboardingStatus200 = {
 	status: string;
 };

-export type ListMetricReductionRulesParams = {
-	/**
-	 * @description undefined
-	 */
-	orderBy?: MetricreductionruletypesReductionRuleOrderByDTO;
-	/**
-	 * @description undefined
-	 */
-	order?: MetricreductionruletypesOrderDTO;
-	/**
-	 * @type integer
-	 * @description undefined
-	 */
-	offset?: number;
-	/**
-	 * @type integer
-	 * @description undefined
-	 */
-	limit?: number;
-};
-
-export type ListMetricReductionRules200 = {
-	data: MetricreductionruletypesGettableReductionRulesDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
-export type PreviewMetricReductionRule200 = {
-	data: MetricreductionruletypesGettableReductionRulePreviewDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type GetMetricsStats200 = {
 	data: MetricsexplorertypesStatsResponseDTO;
 	/**
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx
@@ -1,29 +1,67 @@
 /* eslint-disable sonarjs/no-identical-functions */
 import { Fragment, useMemo, useState } from 'react';
 import { Input } from '@signozhq/ui/input';
-import { Skeleton } from 'antd';
+import { Button, Skeleton } from 'antd';
+import { Checkbox } from '@signozhq/ui/checkbox';
 import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+import { removeKeysFromExpression } from 'components/QueryBuilderV2/utils';
 import {
 	IQuickFiltersConfig,
 	QuickFiltersSource,
 } from 'components/QuickFilters/types';
+import { OPERATORS } from 'constants/antlrQueryConstants';
+import {
+	DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY,
+	PANEL_TYPES,
+} from 'constants/queryBuilder';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
+import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
+import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useGetQueryKeyValueSuggestions } from 'hooks/querySuggestions/useGetQueryKeyValueSuggestions';
 import useDebouncedFn from 'hooks/useDebouncedFunction';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { cloneDeep, isArray, isFunction } from 'lodash-es';
+import { ChevronDown, ChevronRight } from '@signozhq/icons';
+import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
+import { v4 as uuid } from 'uuid';

-import CheckboxFilterHeader from './CheckboxFilterHeader';
-import CheckboxValueRow from './CheckboxValueRow';
 import LogsQuickFilterEmptyState from './LogsQuickFilterEmptyState';
-import useActiveQueryIndex from './useActiveQueryIndex';
-import useCheckboxDisclosure from './useCheckboxDisclosure';
-import useCheckboxFilterActions from './useCheckboxFilterActions';
-import useCheckboxFilterState from './useCheckboxFilterState';
-import useCheckboxFilterValues from './useCheckboxFilterValues';
+import { isKeyMatch } from './utils';

 import './Checkbox.styles.scss';

+const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
+const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
+
 const SOURCES_WITH_EMPTY_STATE_ENABLED = [QuickFiltersSource.LOGS_EXPLORER];

+// Sources that use backend APIs expecting short operator format (e.g., 'nin' instead of 'not in')
+const SOURCES_WITH_SHORT_OPERATORS = [QuickFiltersSource.INFRA_MONITORING];
+
+/**
+ * Returns the correct NOT_IN operator value based on source.
+ * InfraMonitoring backend expects 'nin', others expect 'not in'.
+ */
+function getNotInOperator(source: QuickFiltersSource): string {
+	if (SOURCES_WITH_SHORT_OPERATORS.includes(source)) {
+		return 'nin';
+	}
+	return getOperatorValue('NOT_IN');
+}
+
+function setDefaultValues(
+	values: string[],
+	trueOrFalse: boolean,
+): Record<string, boolean> {
+	const defaultState: Record<string, boolean> = {};
+	values.forEach((val) => {
+		defaultState[val] = trueOrFalse;
+	});
+	return defaultState;
+}
 interface ICheckboxProps {
 	filter: IQuickFiltersConfig;
 	source: QuickFiltersSource;
@@ -34,39 +72,194 @@ interface ICheckboxProps {
 export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 	const { source, filter, onFilterChange } = props;
 	const [searchText, setSearchText] = useState<string>('');
-
-	const activeQueryIndex = useActiveQueryIndex(source);
+	// null = no user action, true = user opened, false = user closed
+	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
+	const [visibleItemsCount, setVisibleItemsCount] = useState<number>(10);

 	const {
-		isOpen,
+		lastUsedQuery,
+		currentQuery,
+		redirectWithQueryBuilderData,
+		panelType,
+	} = useQueryBuilder();
+
+	// Determine if we're in ListView mode
+	const isListView = panelType === PANEL_TYPES.LIST;
+	// In ListView mode, use index 0 for most sources; for TRACES_EXPLORER, use lastUsedQuery
+	// Otherwise use lastUsedQuery for non-ListView modes
+	const activeQueryIndex = useMemo(() => {
+		if (isListView) {
+			return source === QuickFiltersSource.TRACES_EXPLORER
+				? lastUsedQuery || 0
+				: 0;
+		}
+		return lastUsedQuery || 0;
+	}, [isListView, source, lastUsedQuery]);
+
+	// Check if this filter has active filters in the query
+	const isSomeFilterPresentForCurrentAttribute = useMemo(
+		() =>
+			currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items?.some(
+				(item) => isKeyMatch(item.key?.key, filter.attributeKey.key),
+			),
+		[currentQuery.builder.queryData, activeQueryIndex, filter.attributeKey.key],
+	);
+
+	// Derive isOpen from filter state + user action
+	const isOpen = useMemo(() => {
+		// If user explicitly toggled, respect that
+		if (userToggleState !== null) {
+			return userToggleState;
+		}
+
+		// Auto-open if this filter has active filters in the query
+		if (isSomeFilterPresentForCurrentAttribute) {
+			return true;
+		}
+
+		// Otherwise use default behavior (first 2 filters open)
+		return filter.defaultOpen;
+	}, [
+		userToggleState,
 		isSomeFilterPresentForCurrentAttribute,
-		visibleItemsCount,
-		onToggleOpen,
-		onShowMore,
-	} = useCheckboxDisclosure({ filter, activeQueryIndex });
+		filter.defaultOpen,
+	]);

-	const { attributeValues, isLoading } = useCheckboxFilterValues({
-		filter,
-		source,
-		searchText,
-		isOpen,
-	});
+	const { data, isLoading } = useGetAggregateValues(
+		{
+			aggregateOperator: filter.aggregateOperator || 'noop',
+			dataSource: filter.dataSource || DataSource.LOGS,
+			aggregateAttribute: filter.aggregateAttribute || '',
+			attributeKey: filter.attributeKey.key,
+			filterAttributeKeyDataType: filter.attributeKey.dataType || DataTypes.EMPTY,
+			tagType: filter.attributeKey.type || '',
+			searchText: searchText ?? '',
+		},
+		{
+			enabled: isOpen && source !== QuickFiltersSource.METER_EXPLORER,
+			keepPreviousData: true,
+		},
+	);

-	const { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
-		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
+	const { data: keyValueSuggestions, isLoading: isLoadingKeyValueSuggestions } =
+		useGetQueryKeyValueSuggestions({
+			key: filter.attributeKey.key,
+			signal: filter.dataSource || DataSource.LOGS,
+			signalSource: 'meter',
+			options: {
+				enabled: isOpen && source === QuickFiltersSource.METER_EXPLORER,
+				keepPreviousData: true,
+			},
+		});

-	const { onChange, onClear } = useCheckboxFilterActions({
-		filter,
-		source,
-		attributeValues,
-		activeQueryIndex,
-		onFilterChange,
-	});
+	const attributeValues: string[] = useMemo(() => {
+		const dataType = filter.attributeKey.dataType || DataTypes.String;
+
+		if (source === QuickFiltersSource.METER_EXPLORER && keyValueSuggestions) {
+			// Process the response data
+			const responseData = keyValueSuggestions?.data as any;
+			const values = responseData.data?.values || {};
+			const stringValues = values.stringValues || [];
+			const numberValues = values.numberValues || [];
+
+			// Generate options from string values - explicitly handle empty strings
+			const stringOptions = stringValues
+				// Strict filtering for empty string - we'll handle it as a special case if needed
+				.filter(
+					(value: string | null | undefined): value is string =>
+						value !== null && value !== undefined && value !== '',
+				);
+
+			// Generate options from number values
+			const numberOptions = numberValues
+				.filter(
+					(value: number | null | undefined): value is number =>
+						value !== null && value !== undefined,
+				)
+				.map((value: number) => value.toString());
+
+			// Combine all options and make sure we don't have duplicate labels
+			return [...stringOptions, ...numberOptions];
+		}
+
+		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+		return (data?.payload?.[key] || []).filter(
+			(val) => val !== undefined && val !== null,
+		);
+	}, [data?.payload, filter.attributeKey.dataType, keyValueSuggestions, source]);

 	const setSearchTextDebounced = useDebouncedFn((...args) => {
 		setSearchText(args[0] as string);
 	}, DEBOUNCE_DELAY);

+	// derive the state of each filter key here in the renderer itself and keep it in sync with current query
+	// also we need to keep a note of last focussed query.
+	// eslint-disable-next-line sonarjs/cognitive-complexity
+	const currentFilterState = useMemo(() => {
+		let filterState: Record<string, boolean> = setDefaultValues(
+			attributeValues,
+			false,
+		);
+		const filterSync = currentQuery?.builder.queryData?.[
+			activeQueryIndex
+		]?.filters?.items.find((item) =>
+			isKeyMatch(item.key?.key, filter.attributeKey.key),
+		);
+
+		if (filterSync) {
+			if (SELECTED_OPERATORS.includes(filterSync.op)) {
+				if (isArray(filterSync.value)) {
+					filterSync.value.forEach((val) => {
+						filterState[String(val)] = true;
+					});
+				} else if (typeof filterSync.value === 'string') {
+					filterState[filterSync.value] = true;
+				} else if (typeof filterSync.value === 'boolean') {
+					filterState[String(filterSync.value)] = true;
+				} else if (typeof filterSync.value === 'number') {
+					filterState[String(filterSync.value)] = true;
+				}
+			} else if (NON_SELECTED_OPERATORS.includes(filterSync.op)) {
+				filterState = setDefaultValues(attributeValues, true);
+				if (isArray(filterSync.value)) {
+					filterSync.value.forEach((val) => {
+						filterState[String(val)] = false;
+					});
+				} else if (typeof filterSync.value === 'string') {
+					filterState[filterSync.value] = false;
+				} else if (typeof filterSync.value === 'boolean') {
+					filterState[String(filterSync.value)] = false;
+				} else if (typeof filterSync.value === 'number') {
+					filterState[String(filterSync.value)] = false;
+				}
+			}
+		} else {
+			filterState = setDefaultValues(attributeValues, true);
+		}
+		return filterState;
+	}, [
+		attributeValues,
+		currentQuery?.builder.queryData,
+		filter.attributeKey,
+		activeQueryIndex,
+	]);
+
+	// disable the filter when there are multiple entries of the same attribute key present in the filter bar
+	const isFilterDisabled = useMemo(
+		() =>
+			(currentQuery?.builder?.queryData?.[
+				activeQueryIndex
+			]?.filters?.items?.filter((item) =>
+				isKeyMatch(item.key?.key, filter.attributeKey.key),
+			)?.length || 0) > 1,
+
+		[currentQuery?.builder?.queryData, activeQueryIndex, filter.attributeKey],
+	);
+
+	// variable to check if the current filter has multiple values to its name in the key op value section
+	const isMultipleValuesTrueForTheKey =
+		Object.values(currentFilterState).filter((val) => val).length > 1;
+
 	// Sort checked items to the top, then unchecked items
 	const currentAttributeKeys = useMemo(() => {
 		const checkedValues = attributeValues.filter(
@@ -84,6 +277,293 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 		[currentAttributeKeys, currentFilterState],
 	);

+	const handleClearFilterAttribute = (): void => {
+		const preparedQuery: Query = {
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: currentQuery.builder.queryData.map((item, idx) => ({
+					...item,
+					filter: {
+						expression: removeKeysFromExpression(item.filter?.expression ?? '', [
+							filter.attributeKey.key,
+						]),
+					},
+					filters: {
+						...item.filters,
+						items:
+							idx === activeQueryIndex
+								? item.filters?.items?.filter(
+										(fil) => !isKeyMatch(fil.key?.key, filter.attributeKey.key),
+									) || []
+								: [...(item.filters?.items || [])],
+						op: item.filters?.op || 'AND',
+					},
+				})),
+			},
+		};
+
+		if (onFilterChange && isFunction(onFilterChange)) {
+			onFilterChange(preparedQuery);
+		} else {
+			redirectWithQueryBuilderData(preparedQuery);
+		}
+	};
+
+	const onChange = (
+		value: string,
+		checked: boolean,
+		isOnlyOrAllClicked: boolean,
+		// eslint-disable-next-line sonarjs/cognitive-complexity
+	): void => {
+		const query = cloneDeep(currentQuery.builder.queryData?.[activeQueryIndex]);
+
+		// if only or all are clicked we do not need to worry about anything just override whatever we have
+		// by either adding a new IN operator value clause in case of ONLY or remove everything we have for ALL.
+		if (isOnlyOrAllClicked && query?.filters?.items) {
+			const isOnlyOrAll = isSomeFilterPresentForCurrentAttribute
+				? currentFilterState[value] && !isMultipleValuesTrueForTheKey
+					? 'All'
+					: 'Only'
+				: 'Only';
+			query.filters.items = query.filters.items.filter(
+				(q) => !isKeyMatch(q.key?.key, filter.attributeKey.key),
+			);
+
+			if (query.filter?.expression) {
+				query.filter.expression = removeKeysFromExpression(
+					query.filter.expression,
+					[filter.attributeKey.key],
+				);
+			}
+
+			if (isOnlyOrAll === 'Only') {
+				const newFilterItem: TagFilterItem = {
+					id: uuid(),
+					op: getOperatorValue(OPERATORS.IN),
+					key: filter.attributeKey,
+					value,
+				};
+				query.filters.items = [...query.filters.items, newFilterItem];
+			}
+		} else if (query?.filters?.items) {
+			if (
+				query.filters?.items?.some((item) =>
+					isKeyMatch(item.key?.key, filter.attributeKey.key),
+				)
+			) {
+				// if there is already a running filter for the current attribute key then
+				// we split the cases by which particular operator is present right now!
+				const currentFilter = query.filters?.items?.find((q) =>
+					isKeyMatch(q.key?.key, filter.attributeKey.key),
+				);
+				if (currentFilter) {
+					const runningOperator = currentFilter?.op;
+					switch (runningOperator) {
+						case 'in':
+							if (checked) {
+								// if it's an IN operator then if we are checking another value it get's added to the
+								// filter clause. example -  key IN [value1, currentSelectedValue]
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									// if the current state wasn't an array we make it one and add our value
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} else if (!checked) {
+								// if we are removing some value when the running operator is IN we filter.
+								// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
+									}
+								} else {
+									// if not an array remove the whole thing altogether!
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
+								}
+							}
+							break;
+						case 'nin':
+						case 'not in':
+							// if the current running operator is NIN then when unchecking the value it gets
+							// added to the clause like key NIN [value1 , currentUnselectedValue]
+							if (!checked) {
+								// in case of array add the currentUnselectedValue to the list.
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									// in case of not an array make it one!
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} else if (checked) {
+								// opposite of above!
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+										if (query.filter?.expression) {
+											query.filter.expression = removeKeysFromExpression(
+												query.filter.expression,
+												[filter.attributeKey.key],
+											);
+										}
+									} else {
+										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;
+					}
+				}
+			} else {
+				// case  - when there is no filter for the current key that means all are selected right now.
+				const newFilterItem: TagFilterItem = {
+					id: uuid(),
+					op: getNotInOperator(source),
+					key: filter.attributeKey,
+					value,
+				};
+				query.filters.items = [...query.filters.items, newFilterItem];
+			}
+		}
+		const finalQuery = {
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: [
+					...currentQuery.builder.queryData.map((q, idx) => {
+						if (idx === activeQueryIndex) {
+							return query;
+						}
+						return q;
+					}),
+				],
+			},
+		};
+
+		if (onFilterChange && isFunction(onFilterChange)) {
+			onFilterChange(finalQuery);
+		} else {
+			redirectWithQueryBuilderData(finalQuery);
+		}
+	};
+
 	const isEmptyStateWithDocsEnabled =
 		SOURCES_WITH_EMPTY_STATE_ENABLED.includes(source) &&
 		!searchText &&
@@ -91,19 +571,48 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {

 	return (
 		<div className="checkbox-filter">
-			<CheckboxFilterHeader
-				title={filter.title}
-				isOpen={isOpen}
-				showClearAll={!!attributeValues.length}
-				onToggleOpen={onToggleOpen}
-				onClear={onClear}
-			/>
-			{isOpen && isLoading && !attributeValues.length && (
-				<section className="loading">
-					<Skeleton paragraph={{ rows: 4 }} />
+			<section
+				className="filter-header-checkbox"
+				onClick={(): void => {
+					if (isOpen) {
+						setUserToggleState(false);
+						setVisibleItemsCount(10);
+					} else {
+						setUserToggleState(true);
+					}
+				}}
+			>
+				<section className="left-action">
+					{isOpen ? (
+						<ChevronDown size={13} cursor="pointer" />
+					) : (
+						<ChevronRight size={13} cursor="pointer" />
+					)}
+					<Typography.Text className="title">{filter.title}</Typography.Text>
 				</section>
-			)}
-			{isOpen && !isLoading && (
+				<section className="right-action">
+					{isOpen && !!attributeValues.length && (
+						<Typography.Text
+							className="clear-all"
+							onClick={(e): void => {
+								e.stopPropagation();
+								e.preventDefault();
+								handleClearFilterAttribute();
+							}}
+						>
+							Clear All
+						</Typography.Text>
+					)}
+				</section>
+			</section>
+			{isOpen &&
+				(isLoading || isLoadingKeyValueSuggestions) &&
+				!attributeValues.length && (
+					<section className="loading">
+						<Skeleton paragraph={{ rows: 4 }} />
+					</section>
+				)}
+			{isOpen && !isLoading && !isLoadingKeyValueSuggestions && (
 				<>
 					{!isEmptyStateWithDocsEnabled && (
 						<section className="search">
@@ -125,24 +634,48 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 											data-testid="filter-separator"
 										/>
 									)}
-									<CheckboxValueRow
-										value={value}
-										checked={currentFilterState[value]}
-										disabled={isFilterDisabled}
-										title={filter.title}
-										onlyButtonLabel={
-											isSomeFilterPresentForCurrentAttribute
-												? currentFilterState[value] && !isMultipleValuesTrueForTheKey
-													? 'All'
-													: 'Only'
-												: 'Only'
-										}
-										customRendererForValue={filter.customRendererForValue}
-										onCheckboxChange={(checked): void => onChange(value, checked, false)}
-										onOnlyOrAllClick={(): void =>
-											onChange(value, currentFilterState[value], true)
-										}
-									/>
+									<div className="value">
+										<Checkbox
+											onChange={(checked): void =>
+												onChange(value, checked === true, false)
+											}
+											value={currentFilterState[value]}
+											disabled={isFilterDisabled}
+											className="check-box"
+										/>
+
+										<div
+											className={cx(
+												'checkbox-value-section',
+												isFilterDisabled ? 'filter-disabled' : '',
+											)}
+											onClick={(): void => {
+												if (isFilterDisabled) {
+													return;
+												}
+												onChange(value, currentFilterState[value], true);
+											}}
+										>
+											<div className={`${filter.title} label-${value}`} />
+											{filter.customRendererForValue ? (
+												filter.customRendererForValue(value)
+											) : (
+												<Typography.Text className="value-string" truncate={1}>
+													{String(value)}
+												</Typography.Text>
+											)}
+											<Button type="text" className="only-btn">
+												{isSomeFilterPresentForCurrentAttribute
+													? currentFilterState[value] && !isMultipleValuesTrueForTheKey
+														? 'All'
+														: 'Only'
+													: 'Only'}
+											</Button>
+											<Button type="text" className="toggle-btn">
+												Toggle
+											</Button>
+										</div>
+									</div>
 								</Fragment>
 							))}
 						</section>
@@ -155,7 +688,10 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 					)}
 					{visibleItemsCount < attributeValues?.length && (
 						<section className="show-more">
-							<Typography.Text className="show-more-text" onClick={onShowMore}>
+							<Typography.Text
+								className="show-more-text"
+								onClick={(): void => setVisibleItemsCount((prev) => prev + 10)}
+							>
 								Show More...
 							</Typography.Text>
 						</section>
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxFilterHeader.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxFilterHeader.tsx
@@ -1,47 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-import { ChevronDown, ChevronRight } from '@signozhq/icons';
-
-interface CheckboxFilterHeaderProps {
-	title: string;
-	isOpen: boolean;
-	showClearAll: boolean;
-	onToggleOpen: () => void;
-	onClear: () => void;
-}
-
-function CheckboxFilterHeader({
-	title,
-	isOpen,
-	showClearAll,
-	onToggleOpen,
-	onClear,
-}: CheckboxFilterHeaderProps): JSX.Element {
-	return (
-		<section className="filter-header-checkbox" onClick={onToggleOpen}>
-			<section className="left-action">
-				{isOpen ? (
-					<ChevronDown size={13} cursor="pointer" />
-				) : (
-					<ChevronRight size={13} cursor="pointer" />
-				)}
-				<Typography.Text className="title">{title}</Typography.Text>
-			</section>
-			<section className="right-action">
-				{isOpen && showClearAll && (
-					<Typography.Text
-						className="clear-all"
-						onClick={(e): void => {
-							e.stopPropagation();
-							e.preventDefault();
-							onClear();
-						}}
-					>
-						Clear All
-					</Typography.Text>
-				)}
-			</section>
-		</section>
-	);
-}
-
-export default CheckboxFilterHeader;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxValueRow.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxValueRow.tsx
@@ -1,68 +0,0 @@
-import { Button } from 'antd';
-import { Checkbox } from '@signozhq/ui/checkbox';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-
-interface CheckboxValueRowProps {
-	value: string;
-	checked: boolean;
-	disabled: boolean;
-	title: string;
-	onlyButtonLabel: string;
-	customRendererForValue?: (value: string) => JSX.Element;
-	onCheckboxChange: (checked: boolean) => void;
-	onOnlyOrAllClick: () => void;
-}
-
-function CheckboxValueRow({
-	value,
-	checked,
-	disabled,
-	title,
-	onlyButtonLabel,
-	customRendererForValue,
-	onCheckboxChange,
-	onOnlyOrAllClick,
-}: CheckboxValueRowProps): JSX.Element {
-	return (
-		<div className="value">
-			<Checkbox
-				onChange={(isChecked): void => onCheckboxChange(isChecked === true)}
-				value={checked}
-				disabled={disabled}
-				className="check-box"
-			/>
-
-			<div
-				className={cx('checkbox-value-section', disabled ? 'filter-disabled' : '')}
-				onClick={(): void => {
-					if (disabled) {
-						return;
-					}
-					onOnlyOrAllClick();
-				}}
-			>
-				<div className={`${title} label-${value}`} />
-				{customRendererForValue ? (
-					customRendererForValue(value)
-				) : (
-					<Typography.Text className="value-string" truncate={1}>
-						{String(value)}
-					</Typography.Text>
-				)}
-				<Button type="text" className="only-btn">
-					{onlyButtonLabel}
-				</Button>
-				<Button type="text" className="toggle-btn">
-					Toggle
-				</Button>
-			</div>
-		</div>
-	);
-}
-
-CheckboxValueRow.defaultProps = {
-	customRendererForValue: undefined,
-};
-
-export default CheckboxValueRow;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts
@@ -1,417 +0,0 @@
-/* eslint-disable sonarjs/no-identical-functions */
-import { removeKeysFromExpression } from 'components/QueryBuilderV2/utils';
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { OPERATORS } from 'constants/antlrQueryConstants';
-import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
-import { cloneDeep, isArray } from 'lodash-es';
-import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
-import { v4 as uuid } from 'uuid';
-
-import { isKeyMatch } from './utils';
-
-export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
-export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
-
-// Sources that use backend APIs expecting short operator format (e.g., 'nin' instead of 'not in')
-const SOURCES_WITH_SHORT_OPERATORS = [QuickFiltersSource.INFRA_MONITORING];
-
-/**
- * Returns the correct NOT_IN operator value based on source.
- * InfraMonitoring backend expects 'nin', others expect 'not in'.
- */
-export function getNotInOperator(source: QuickFiltersSource): string {
-	if (SOURCES_WITH_SHORT_OPERATORS.includes(source)) {
-		return 'nin';
-	}
-	return getOperatorValue('NOT_IN');
-}
-
-function setDefaultValues(
-	values: string[],
-	trueOrFalse: boolean,
-): Record<string, boolean> {
-	const defaultState: Record<string, boolean> = {};
-	values.forEach((val) => {
-		defaultState[val] = trueOrFalse;
-	});
-	return defaultState;
-}
-
-/**
- * Derives the checked/unchecked state for each attribute value by reading the
- * active filter clause for this attribute key out of the query.
- *
- * - No matching clause -> every value is checked (all selected).
- * - IN / `=` clause     -> only the listed values are checked.
- * - NOT IN / `!=` clause -> every value is checked except the excluded ones.
- */
-// eslint-disable-next-line sonarjs/cognitive-complexity
-export function deriveCheckboxState({
-	attributeValues,
-	filterItems,
-	filterKey,
-}: {
-	attributeValues: string[];
-	filterItems: TagFilterItem[] | undefined;
-	filterKey: string;
-}): Record<string, boolean> {
-	let filterState: Record<string, boolean> = setDefaultValues(
-		attributeValues,
-		false,
-	);
-	const filterSync = filterItems?.find((item) =>
-		isKeyMatch(item.key?.key, filterKey),
-	);
-
-	if (filterSync) {
-		if (SELECTED_OPERATORS.includes(filterSync.op)) {
-			if (isArray(filterSync.value)) {
-				filterSync.value.forEach((val) => {
-					filterState[String(val)] = true;
-				});
-			} else if (typeof filterSync.value === 'string') {
-				filterState[filterSync.value] = true;
-			} else if (typeof filterSync.value === 'boolean') {
-				filterState[String(filterSync.value)] = true;
-			} else if (typeof filterSync.value === 'number') {
-				filterState[String(filterSync.value)] = true;
-			}
-		} else if (NON_SELECTED_OPERATORS.includes(filterSync.op)) {
-			filterState = setDefaultValues(attributeValues, true);
-			if (isArray(filterSync.value)) {
-				filterSync.value.forEach((val) => {
-					filterState[String(val)] = false;
-				});
-			} else if (typeof filterSync.value === 'string') {
-				filterState[filterSync.value] = false;
-			} else if (typeof filterSync.value === 'boolean') {
-				filterState[String(filterSync.value)] = false;
-			} else if (typeof filterSync.value === 'number') {
-				filterState[String(filterSync.value)] = false;
-			}
-		}
-	} else {
-		filterState = setDefaultValues(attributeValues, true);
-	}
-	return filterState;
-}
-
-/**
- * Returns a new query with every clause for this attribute key removed, both
- * from the structured filter items and the raw filter expression.
- */
-export function clearFilterFromQuery({
-	currentQuery,
-	filter,
-	activeQueryIndex,
-}: {
-	currentQuery: Query;
-	filter: IQuickFiltersConfig;
-	activeQueryIndex: number;
-}): Query {
-	return {
-		...currentQuery,
-		builder: {
-			...currentQuery.builder,
-			queryData: currentQuery.builder.queryData.map((item, idx) => ({
-				...item,
-				filter: {
-					expression: removeKeysFromExpression(item.filter?.expression ?? '', [
-						filter.attributeKey.key,
-					]),
-				},
-				filters: {
-					...item.filters,
-					items:
-						idx === activeQueryIndex
-							? item.filters?.items?.filter(
-									(fil) => !isKeyMatch(fil.key?.key, filter.attributeKey.key),
-								) || []
-							: [...(item.filters?.items || [])],
-					op: item.filters?.op || 'AND',
-				},
-			})),
-		},
-	};
-}
-
-// eslint-disable-next-line sonarjs/cognitive-complexity
-export function applyCheckboxToggle({
-	currentQuery,
-	activeQueryIndex,
-	filter,
-	source,
-	attributeValues,
-	value,
-	checked,
-	isOnlyOrAllClicked,
-}: {
-	currentQuery: Query;
-	activeQueryIndex: number;
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	attributeValues: string[];
-	value: string;
-	checked: boolean;
-	isOnlyOrAllClicked: boolean;
-}): Query {
-	const activeItems =
-		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
-
-	const isSomeFilterPresentForCurrentAttribute = !!activeItems?.some((item) =>
-		isKeyMatch(item.key?.key, filter.attributeKey.key),
-	);
-
-	const currentFilterState = deriveCheckboxState({
-		attributeValues,
-		filterItems: activeItems,
-		filterKey: filter.attributeKey.key,
-	});
-
-	const isMultipleValuesTrueForTheKey =
-		Object.values(currentFilterState).filter((val) => val).length > 1;
-
-	const query = cloneDeep(currentQuery.builder.queryData?.[activeQueryIndex]);
-
-	// if only or all are clicked we do not need to worry about anything just override whatever we have
-	// by either adding a new IN operator value clause in case of ONLY or remove everything we have for ALL.
-	if (isOnlyOrAllClicked && query?.filters?.items) {
-		const isOnlyOrAll = isSomeFilterPresentForCurrentAttribute
-			? currentFilterState[value] && !isMultipleValuesTrueForTheKey
-				? 'All'
-				: 'Only'
-			: 'Only';
-		query.filters.items = query.filters.items.filter(
-			(q) => !isKeyMatch(q.key?.key, filter.attributeKey.key),
-		);
-
-		if (query.filter?.expression) {
-			query.filter.expression = removeKeysFromExpression(query.filter.expression, [
-				filter.attributeKey.key,
-			]);
-		}
-
-		if (isOnlyOrAll === 'Only') {
-			const newFilterItem: TagFilterItem = {
-				id: uuid(),
-				op: getOperatorValue(OPERATORS.IN),
-				key: filter.attributeKey,
-				value,
-			};
-			query.filters.items = [...query.filters.items, newFilterItem];
-		}
-	} else if (query?.filters?.items) {
-		if (
-			query.filters?.items?.some((item) =>
-				isKeyMatch(item.key?.key, filter.attributeKey.key),
-			)
-		) {
-			// if there is already a running filter for the current attribute key then
-			// we split the cases by which particular operator is present right now!
-			const currentFilter = query.filters?.items?.find((q) =>
-				isKeyMatch(q.key?.key, filter.attributeKey.key),
-			);
-			if (currentFilter) {
-				const runningOperator = currentFilter?.op;
-				switch (runningOperator) {
-					case 'in':
-						if (checked) {
-							// if it's an IN operator then if we are checking another value it get's added to the
-							// filter clause. example -  key IN [value1, currentSelectedValue]
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// if the current state wasn't an array we make it one and add our value
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (!checked) {
-							// if we are removing some value when the running operator is IN we filter.
-							// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-								} else {
-									query.filters.items = query.filters.items.map((item) => {
-										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-											return newFilter;
-										}
-										return item;
-									});
-								}
-							} else {
-								// if not an array remove the whole thing altogether!
-								query.filters.items = query.filters.items.filter(
-									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-								);
-							}
-						}
-						break;
-					case 'nin':
-					case 'not in':
-						// if the current running operator is NIN then when unchecking the value it gets
-						// added to the clause like key NIN [value1 , currentUnselectedValue]
-						if (!checked) {
-							// in case of array add the currentUnselectedValue to the list.
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// in case of not an array make it one!
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (checked) {
-							// opposite of above!
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-									if (query.filter?.expression) {
-										query.filter.expression = removeKeysFromExpression(
-											query.filter.expression,
-											[filter.attributeKey.key],
-										);
-									}
-								} else {
-									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;
-				}
-			}
-		} else {
-			// case  - when there is no filter for the current key that means all are selected right now.
-			const newFilterItem: TagFilterItem = {
-				id: uuid(),
-				op: getNotInOperator(source),
-				key: filter.attributeKey,
-				value,
-			};
-			query.filters.items = [...query.filters.items, newFilterItem];
-		}
-	}
-
-	return {
-		...currentQuery,
-		builder: {
-			...currentQuery.builder,
-			queryData: [
-				...currentQuery.builder.queryData.map((q, idx) => {
-					if (idx === activeQueryIndex) {
-						return query;
-					}
-					return q;
-				}),
-			],
-		},
-	};
-}
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useActiveQueryIndex.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useActiveQueryIndex.ts
@@ -1,27 +0,0 @@
-import { useMemo } from 'react';
-import { QuickFiltersSource } from 'components/QuickFilters/types';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-/**
- * Resolves which query-builder query index the checkbox filter reads from and
- * writes to.
- *
- * In ListView most sources use index 0; TRACES_EXPLORER and every non-ListView
- * mode track the last focused query.
- */
-function useActiveQueryIndex(source: QuickFiltersSource): number {
-	const { lastUsedQuery, panelType } = useQueryBuilder();
-	const isListView = panelType === PANEL_TYPES.LIST;
-
-	return useMemo(() => {
-		if (isListView) {
-			return source === QuickFiltersSource.TRACES_EXPLORER
-				? lastUsedQuery || 0
-				: 0;
-		}
-		return lastUsedQuery || 0;
-	}, [isListView, source, lastUsedQuery]);
-}
-
-export default useActiveQueryIndex;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxDisclosure.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxDisclosure.ts
@@ -1,90 +0,0 @@
-import { useMemo, useState } from 'react';
-import { IQuickFiltersConfig } from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-import { isKeyMatch } from './utils';
-
-const DEFAULT_VISIBLE_ITEMS_COUNT = 10;
-
-interface UseCheckboxDisclosureProps {
-	filter: IQuickFiltersConfig;
-	activeQueryIndex: number;
-}
-
-interface UseCheckboxDisclosureReturn {
-	isOpen: boolean;
-	isSomeFilterPresentForCurrentAttribute: boolean;
-	visibleItemsCount: number;
-	onToggleOpen: () => void;
-	onShowMore: () => void;
-}
-
-/**
- * Owns the open/collapsed state of a checkbox filter section and how many
- * values are visible.
- *
- * Auto-opens when the query already has a clause for this attribute, otherwise
- * falls back to `filter.defaultOpen`. An explicit user toggle always wins.
- * Collapsing resets the visible count.
- */
-function useCheckboxDisclosure({
-	filter,
-	activeQueryIndex,
-}: UseCheckboxDisclosureProps): UseCheckboxDisclosureReturn {
-	const { currentQuery } = useQueryBuilder();
-	// null = no user action, true = user opened, false = user closed
-	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
-	const [visibleItemsCount, setVisibleItemsCount] = useState<number>(
-		DEFAULT_VISIBLE_ITEMS_COUNT,
-	);
-
-	const isSomeFilterPresentForCurrentAttribute = useMemo(
-		() =>
-			!!currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items?.some(
-				(item) => isKeyMatch(item.key?.key, filter.attributeKey.key),
-			),
-		[currentQuery.builder.queryData, activeQueryIndex, filter.attributeKey.key],
-	);
-
-	const isOpen = useMemo(() => {
-		// If user explicitly toggled, respect that
-		if (userToggleState !== null) {
-			return userToggleState;
-		}
-
-		// Auto-open if this filter has active filters in the query
-		if (isSomeFilterPresentForCurrentAttribute) {
-			return true;
-		}
-
-		// Otherwise use default behavior (first 2 filters open)
-		return filter.defaultOpen;
-	}, [
-		userToggleState,
-		isSomeFilterPresentForCurrentAttribute,
-		filter.defaultOpen,
-	]);
-
-	const onToggleOpen = (): void => {
-		if (isOpen) {
-			setUserToggleState(false);
-			setVisibleItemsCount(DEFAULT_VISIBLE_ITEMS_COUNT);
-		} else {
-			setUserToggleState(true);
-		}
-	};
-
-	const onShowMore = (): void => {
-		setVisibleItemsCount((prev) => prev + DEFAULT_VISIBLE_ITEMS_COUNT);
-	};
-
-	return {
-		isOpen,
-		isSomeFilterPresentForCurrentAttribute,
-		visibleItemsCount,
-		onToggleOpen,
-		onShowMore,
-	};
-}
-
-export default useCheckboxDisclosure;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts
@@ -1,78 +0,0 @@
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { isFunction } from 'lodash-es';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
-
-import {
-	applyCheckboxToggle,
-	clearFilterFromQuery,
-} from './checkboxFilterQuery';
-
-interface UseCheckboxFilterActionsProps {
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	attributeValues: string[];
-	activeQueryIndex: number;
-	onFilterChange?: ((query: Query) => void) | null;
-}
-
-interface UseCheckboxFilterActionsReturn {
-	onChange: (
-		value: string,
-		checked: boolean,
-		isOnlyOrAllClicked: boolean,
-	) => void;
-	onClear: () => void;
-}
-
-/**
- * Wires the pure checkbox query algebra to query-builder dispatch: the
- * caller-provided `onFilterChange` when present, otherwise a URL redirect.
- */
-function useCheckboxFilterActions({
-	filter,
-	source,
-	attributeValues,
-	activeQueryIndex,
-	onFilterChange,
-}: UseCheckboxFilterActionsProps): UseCheckboxFilterActionsReturn {
-	const { currentQuery, redirectWithQueryBuilderData } = useQueryBuilder();
-
-	const dispatch = (query: Query): void => {
-		if (onFilterChange && isFunction(onFilterChange)) {
-			onFilterChange(query);
-		} else {
-			redirectWithQueryBuilderData(query);
-		}
-	};
-
-	const onChange = (
-		value: string,
-		checked: boolean,
-		isOnlyOrAllClicked: boolean,
-	): void => {
-		dispatch(
-			applyCheckboxToggle({
-				currentQuery,
-				activeQueryIndex,
-				filter,
-				source,
-				attributeValues,
-				value,
-				checked,
-				isOnlyOrAllClicked,
-			}),
-		);
-	};
-
-	const onClear = (): void => {
-		dispatch(clearFilterFromQuery({ currentQuery, filter, activeQueryIndex }));
-	};
-
-	return { onChange, onClear };
-}
-
-export default useCheckboxFilterActions;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterState.ts
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterState.ts
@@ -1,71 +0,0 @@
-import { useMemo } from 'react';
-import { IQuickFiltersConfig } from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-import { deriveCheckboxState } from './checkboxFilterQuery';
-import { isKeyMatch } from './utils';
-
-interface UseCheckboxFilterStateProps {
-	filter: IQuickFiltersConfig;
-	attributeValues: string[];
-	activeQueryIndex: number;
-}
-
-interface UseCheckboxFilterStateReturn {
-	currentFilterState: Record<string, boolean>;
-	isFilterDisabled: boolean;
-	isMultipleValuesTrueForTheKey: boolean;
-}
-
-/**
- * Reads the active query and derives the per-value checked state for this
- * attribute, whether the filter is disabled (same key used more than once in
- * the filter bar), and whether more than one value is currently selected.
- */
-function useCheckboxFilterState({
-	filter,
-	attributeValues,
-	activeQueryIndex,
-}: UseCheckboxFilterStateProps): UseCheckboxFilterStateReturn {
-	const { currentQuery } = useQueryBuilder();
-
-	// derive the state of each filter key here and keep it in sync with current query
-	const currentFilterState = useMemo(
-		() =>
-			deriveCheckboxState({
-				attributeValues,
-				filterItems:
-					currentQuery?.builder.queryData?.[activeQueryIndex]?.filters?.items,
-				filterKey: filter.attributeKey.key,
-			}),
-		[
-			attributeValues,
-			currentQuery?.builder.queryData,
-			filter.attributeKey,
-			activeQueryIndex,
-		],
-	);
-
-	// disable the filter when there are multiple entries of the same attribute key present in the filter bar
-	const isFilterDisabled = useMemo(
-		() =>
-			(currentQuery?.builder?.queryData?.[
-				activeQueryIndex
-			]?.filters?.items?.filter((item) =>
-				isKeyMatch(item.key?.key, filter.attributeKey.key),
-			)?.length || 0) > 1,
-		[currentQuery?.builder?.queryData, activeQueryIndex, filter.attributeKey],
-	);
-
-	// whether the current filter has multiple values to its name in the key op value section
-	const isMultipleValuesTrueForTheKey =
-		Object.values(currentFilterState).filter((val) => val).length > 1;
-
-	return {
-		currentFilterState,
-		isFilterDisabled,
-		isMultipleValuesTrueForTheKey,
-	};
-}
-
-export default useCheckboxFilterState;
--- a/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterValues.tsx
+++ b/frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterValues.tsx
@@ -1,99 +0,0 @@
-import { useMemo } from 'react';
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
-import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
-import { useGetQueryKeyValueSuggestions } from 'hooks/querySuggestions/useGetQueryKeyValueSuggestions';
-import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
-import { DataSource } from 'types/common/queryBuilder';
-
-interface UseCheckboxFilterValuesProps {
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	searchText: string;
-	isOpen: boolean;
-}
-
-interface UseCheckboxFilterValuesReturn {
-	attributeValues: string[];
-	isLoading: boolean;
-}
-
-function useCheckboxFilterValues({
-	filter,
-	source,
-	searchText,
-	isOpen,
-}: UseCheckboxFilterValuesProps): UseCheckboxFilterValuesReturn {
-	const { data, isLoading } = useGetAggregateValues(
-		{
-			aggregateOperator: filter.aggregateOperator || 'noop',
-			dataSource: filter.dataSource || DataSource.LOGS,
-			aggregateAttribute: filter.aggregateAttribute || '',
-			attributeKey: filter.attributeKey.key,
-			filterAttributeKeyDataType: filter.attributeKey.dataType || DataTypes.EMPTY,
-			tagType: filter.attributeKey.type || '',
-			searchText: searchText ?? '',
-		},
-		{
-			enabled: isOpen && source !== QuickFiltersSource.METER_EXPLORER,
-			keepPreviousData: true,
-		},
-	);
-
-	const { data: keyValueSuggestions, isLoading: isLoadingKeyValueSuggestions } =
-		useGetQueryKeyValueSuggestions({
-			key: filter.attributeKey.key,
-			signal: filter.dataSource || DataSource.LOGS,
-			signalSource: 'meter',
-			options: {
-				enabled: isOpen && source === QuickFiltersSource.METER_EXPLORER,
-				keepPreviousData: true,
-			},
-		});
-
-	const attributeValues: string[] = useMemo(() => {
-		const dataType = filter.attributeKey.dataType || DataTypes.String;
-
-		if (source === QuickFiltersSource.METER_EXPLORER && keyValueSuggestions) {
-			// Process the response data
-			const responseData = keyValueSuggestions?.data as any;
-			const values = responseData.data?.values || {};
-			const stringValues = values.stringValues || [];
-			const numberValues = values.numberValues || [];
-
-			// Generate options from string values - explicitly handle empty strings
-			const stringOptions = stringValues
-				// Strict filtering for empty string - we'll handle it as a special case if needed
-				.filter(
-					(value: string | null | undefined): value is string =>
-						value !== null && value !== undefined && value !== '',
-				);
-
-			// Generate options from number values
-			const numberOptions = numberValues
-				.filter(
-					(value: number | null | undefined): value is number =>
-						value !== null && value !== undefined,
-				)
-				.map((value: number) => value.toString());
-
-			// Combine all options and make sure we don't have duplicate labels
-			return [...stringOptions, ...numberOptions];
-		}
-
-		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
-		return (data?.payload?.[key] || []).filter(
-			(val) => val !== undefined && val !== null,
-		);
-	}, [data?.payload, filter.attributeKey.dataType, keyValueSuggestions, source]);
-
-	return {
-		attributeValues,
-		isLoading: isLoading || isLoadingKeyValueSuggestions,
-	};
-}
-
-export default useCheckboxFilterValues;
--- a/frontend/src/constants/routes.ts
+++ b/frontend/src/constants/routes.ts
@@ -77,7 +77,6 @@ const ROUTES = {
 	METRICS_EXPLORER: '/metrics-explorer/summary',
 	METRICS_EXPLORER_EXPLORER: '/metrics-explorer/explorer',
 	METRICS_EXPLORER_VIEWS: '/metrics-explorer/views',
-	METRICS_EXPLORER_VOLUME_CONTROL: '/metrics-explorer/volume-control',
 	API_MONITORING_BASE: '/api-monitoring',
 	API_MONITORING: '/api-monitoring/explorer',
 	METRICS_EXPLORER_BASE: '/metrics-explorer',
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.module.scss
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.module.scss
@@ -63,6 +63,5 @@
 	flex: 0 0 auto;
 	min-height: 0;
 	min-width: 0;
-	padding-left: 12px;
-	padding-bottom: 12px;
+	padding: 8px;
 }
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.tsx
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.tsx
@@ -16,7 +16,7 @@ import PieArc from './PieArc';
 import PieCenterLabel from './PieCenterLabel';
 import styles from './Pie.module.scss';
 import { PieTooltipData } from './types';
-import { getDonutGeometry, getFillColor } from './utils';
+import { getFillColor } from './utils';

 /**
 * Donut chart rendered with @visx. Splits its area into chart + legend with the
@@ -78,12 +78,16 @@ export default function Pie({
 			[containerWidth, containerHeight, position, data],
 		);

-	// Donut geometry derived from the allocated chart box, sized to leave room
-	// for the external leader labels (see getDonutGeometry).
-	const { size, radius, innerRadius } = useMemo(
-		() => getDonutGeometry(width, height),
-		[width, height],
-	);
+	// Donut geometry derived from the allocated chart box.
+	const { size, radius, innerRadius } = useMemo(() => {
+		const nextSize = Math.min(width, height);
+		const nextRadius = nextSize * 0.35;
+		return {
+			size: nextSize,
+			radius: nextRadius,
+			innerRadius: nextRadius * 0.6,
+		};
+	}, [width, height]);

 	const totalValue = useMemo(
 		() => visibleData.reduce((sum, slice) => sum + slice.value, 0),
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/tests/utils.test.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/tests/utils.test.ts
@@ -1,40 +1,11 @@
 import {
 	getArcGeometry,
-	getDonutGeometry,
 	getFillColor,
 	getScaledFontSize,
 	lightenColor,
 } from '../utils';

 describe('Pie utils', () => {
-	describe('getDonutGeometry', () => {
-		it('keeps the label anchor inside the box (reserves room for leader labels)', () => {
-			const { radius } = getDonutGeometry(400, 300);
-			const half = Math.min(400, 300) / 2; // 150
-			// The label anchor sits at radius * 1.3 and must stay within the box
-			// half-extent so labels are not clipped.
-			expect(radius * 1.3).toBeLessThanOrEqual(half);
-			// And it should use the available room (anchor = half - 22 allowance).
-			expect(radius * 1.3).toBeCloseTo(half - 22);
-		});
-
-		it('derives size and inner radius from the outer radius', () => {
-			const { size, radius, innerRadius } = getDonutGeometry(300, 300);
-			expect(size).toBeCloseTo(radius * 2);
-			expect(innerRadius).toBeCloseTo(radius * 0.6);
-		});
-
-		it('sizes off the smaller dimension so it fits both axes', () => {
-			expect(getDonutGeometry(1000, 200)).toStrictEqual(
-				getDonutGeometry(200, 1000),
-			);
-		});
-
-		it('never returns a negative radius for a box too small for labels', () => {
-			expect(getDonutGeometry(20, 20).radius).toBe(0);
-		});
-	});
-
 	describe('getScaledFontSize', () => {
 		it('returns the base size for empty text', () => {
 			expect(getScaledFontSize({ text: '', baseSize: 30, innerRadius: 100 })).toBe(
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/types.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/types.ts
@@ -10,16 +10,6 @@ export interface ScaledFontSizeArgs {
 	innerRadius: number;
 }

-/** Donut sizing for a given chart box: the outer/inner radii and the square it spans. */
-export interface DonutGeometry {
-	/** Outer diameter — feeds the visx Pie width/height and the render guard. */
-	size: number;
-	/** Outer radius of the donut ring. */
-	radius: number;
-	/** Inner radius (the hole) — also bounds the centre-total font. */
-	innerRadius: number;
-}
-
 export interface ArcGeometry {
 	/** Outer point where the leader label sits. */
 	labelX: number;
--- a/frontend/src/container/DashboardContainer/visualization/charts/Pie/utils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/Pie/utils.ts
@@ -3,37 +3,7 @@
 * so the renderer stays declarative (per the one-component-per-file rule).
 */

-import {
-	ArcGeometry,
-	DonutGeometry,
-	ParsedRgb,
-	ScaledFontSizeArgs,
-} from './types';
-
-// Leader-line + two-line label/value drawn outside the donut. `getArcGeometry`
-// anchors the label at `radius * LABEL_RADIUS_RATIO`; `LABEL_TEXT_ALLOWANCE` is
-// the px reserved beyond that anchor for the (10px, two-line) text so it never
-// clips against the SVG edge.
-const LABEL_RADIUS_RATIO = 1.3;
-const LABEL_TEXT_ALLOWANCE = 22;
-const INNER_RADIUS_RATIO = 0.6;
-
-/**
- * Sizes the donut to fit inside a `width × height` box *with room for the
- * external leader labels*. The label anchor sits at `radius * 1.3`, so we solve
- * the outer radius back from the box's half-extent minus the text allowance —
- * guaranteeing the labels stay inside the SVG instead of being clipped (V1 used
- * a flat `0.35 * min(w,h)`, which left too little margin on small panels).
- */
-export function getDonutGeometry(width: number, height: number): DonutGeometry {
-	const half = Math.min(width, height) / 2;
-	const radius = Math.max(0, (half - LABEL_TEXT_ALLOWANCE) / LABEL_RADIUS_RATIO);
-	return {
-		size: radius * 2,
-		radius,
-		innerRadius: radius * INNER_RADIUS_RATIO,
-	};
-}
+import { ArcGeometry, ParsedRgb, ScaledFontSizeArgs } from './types';

 /**
 * Shrinks the centre-total font as the text gets longer so it never overflows
@@ -67,7 +37,7 @@ export function getArcGeometry(
 	radius: number,
 ): ArcGeometry {
 	const angle = (startAngle + endAngle) / 2;
-	const labelRadius = radius * LABEL_RADIUS_RATIO;
+	const labelRadius = radius * 1.3;
 	const lineEndRadius = radius * 1.1;
 	return {
 		labelX: Math.sin(angle) * labelRadius,
--- a/frontend/src/container/DashboardContainer/visualization/charts/tests/utils.test.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/tests/utils.test.ts
@@ -1,79 +0,0 @@
-import { LegendPosition } from 'lib/uPlotV2/components/types';
-
-import { calculateChartDimensions } from '../utils';
-
-const labels = (count: number, length = 20): string[] =>
-	Array.from({ length: count }, (_, i) =>
-		`label-${i}`.padEnd(length, 'x').slice(0, length),
-	);
-
-describe('calculateChartDimensions', () => {
-	it('returns all zeros when the container has no space', () => {
-		expect(
-			calculateChartDimensions({
-				containerWidth: 0,
-				containerHeight: 300,
-				legendConfig: { position: LegendPosition.BOTTOM },
-				seriesLabels: labels(3),
-			}),
-		).toStrictEqual({
-			width: 0,
-			height: 0,
-			legendWidth: 0,
-			legendHeight: 0,
-			averageLegendWidth: 0,
-		});
-	});
-
-	it('RIGHT: reserves a side column capped at 30% of the width and keeps full height', () => {
-		const dims = calculateChartDimensions({
-			containerWidth: 1000,
-			containerHeight: 400,
-			legendConfig: { position: LegendPosition.RIGHT },
-			seriesLabels: labels(10, 40),
-		});
-		// 40-char labels approximate to 336px, capped at min(240, 30% of 1000).
-		expect(dims.legendWidth).toBe(240);
-		expect(dims.width).toBe(760);
-		expect(dims.height).toBe(400);
-		expect(dims.legendHeight).toBe(400);
-	});
-
-	it('BOTTOM: a single row of items reserves one legend row', () => {
-		const dims = calculateChartDimensions({
-			containerWidth: 1000,
-			containerHeight: 500,
-			legendConfig: { position: LegendPosition.BOTTOM },
-			seriesLabels: labels(3),
-		});
-		// One row = line height (28) + padding (12).
-		expect(dims.legendHeight).toBe(40);
-		expect(dims.height).toBe(460);
-		expect(dims.legendWidth).toBe(1000);
-	});
-
-	it('BOTTOM: many items cap at two rows on a tall container', () => {
-		const dims = calculateChartDimensions({
-			containerWidth: 1000,
-			containerHeight: 500,
-			legendConfig: { position: LegendPosition.BOTTOM },
-			seriesLabels: labels(40),
-		});
-		// Two rows = 2 * 40 - 12 (no trailing padding) = 68, under the 80px cap.
-		expect(dims.legendHeight).toBe(68);
-		expect(dims.height).toBe(432);
-	});
-
-	it('BOTTOM: on a short container the legend never takes more than 30% of the height', () => {
-		const dims = calculateChartDimensions({
-			containerWidth: 1000,
-			containerHeight: 160,
-			legendConfig: { position: LegendPosition.BOTTOM },
-			seriesLabels: labels(40),
-		});
-		// Without the height-relative cap the legend would take 68px of a 160px
-		// panel and the chart (pie especially) collapses to a sliver.
-		expect(dims.legendHeight).toBe(48); // 30% of 160
-		expect(dims.height).toBe(112);
-	});
-});
--- a/frontend/src/container/DashboardContainer/visualization/charts/utils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/charts/utils.ts
@@ -116,15 +116,7 @@ export function calculateChartDimensions({
 			? legendRowCount * legendRowHeight - LEGEND_PADDING
 			: legendRowHeight;

-	// Cap at two rows / 80px, and never more than 30% of the container height
-	// (the doc above always promised the %-cap; without it, short grid panels
-	// hand most of their area to the legend and the chart — the pie donut
-	// especially — collapses to a sliver). 30% mirrors the RIGHT-legend width cap.
-	const maxAllowedLegendHeight = Math.min(
-		2 * legendRowHeight,
-		80,
-		Math.floor(containerHeight * 0.3),
-	);
+	const maxAllowedLegendHeight = Math.min(2 * legendRowHeight, 80);

 	const bottomLegendHeight = Math.min(
 		idealBottomLegendHeight,
--- a/frontend/src/container/MetricsApplication/Tabs/Overview/ServiceOverview.tsx
+++ b/frontend/src/container/MetricsApplication/Tabs/Overview/ServiceOverview.tsx
@@ -1,5 +1,6 @@
 import { useMemo } from 'react';
 import { useParams } from 'react-router-dom';
+import { Skeleton } from 'antd';
 import { ENTITY_VERSION_V4 } from 'constants/app';
 import { FeatureKeys } from 'constants/features';
 import { PANEL_TYPES } from 'constants/queryBuilder';
@@ -123,14 +124,24 @@ function ServiceOverview({
 			/>
 			<Card data-testid="service_latency">
 				<GraphContainer>
-					<Graph
-						onDragSelect={onDragSelect}
-						widget={latencyWidget}
-						onClickHandler={handleGraphClick('Service')}
-						isQueryEnabled={isQueryEnabled}
-						version={ENTITY_VERSION_V4}
-						enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
-					/>
+					{topLevelOperationsIsLoading && (
+						<Skeleton
+							style={{
+								height: '100%',
+								padding: '16px',
+							}}
+						/>
+					)}
+					{!topLevelOperationsIsLoading && (
+						<Graph
+							onDragSelect={onDragSelect}
+							widget={latencyWidget}
+							onClickHandler={handleGraphClick('Service')}
+							isQueryEnabled={isQueryEnabled}
+							version={ENTITY_VERSION_V4}
+							enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
+						/>
+					)}
 				</GraphContainer>
 			</Card>
 		</>
--- a/frontend/src/container/MetricsApplication/Tabs/Overview/TopLevelOperations.tsx
+++ b/frontend/src/container/MetricsApplication/Tabs/Overview/TopLevelOperations.tsx
@@ -1,3 +1,4 @@
+import { Skeleton } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import axios from 'axios';
 import { SOMETHING_WENT_WRONG } from 'constants/api';
@@ -28,14 +29,24 @@ function TopLevelOperation({
 				</Typography>
 			) : (
 				<GraphContainer>
-					<Graph
-						widget={widget}
-						onClickHandler={handleGraphClick(opName)}
-						onDragSelect={onDragSelect}
-						isQueryEnabled={!topLevelOperationsIsLoading}
-						version={ENTITY_VERSION_V4}
-						enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
-					/>
+					{topLevelOperationsIsLoading && (
+						<Skeleton
+							style={{
+								height: '100%',
+								padding: '16px',
+							}}
+						/>
+					)}
+					{!topLevelOperationsIsLoading && (
+						<Graph
+							widget={widget}
+							onClickHandler={handleGraphClick(opName)}
+							onDragSelect={onDragSelect}
+							isQueryEnabled={!topLevelOperationsIsLoading}
+							version={ENTITY_VERSION_V4}
+							enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
+						/>
+					)}
 				</GraphContainer>
 			)}
 		</Card>
--- a/frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.styles.scss
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.styles.scss
@@ -516,11 +516,6 @@
 	--tooltip-z-index: 1000;
 }

-// Lift the volume-control config drawer above the MetricDetails drawer (z-index 1000).
-.volume-control-config-drawer {
-	z-index: 1100 !important;
-}
-
@keyframes fade-in-out {
 	0% {
 		opacity: 0;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.tsx
@@ -21,7 +21,6 @@ import AllAttributes from './AllAttributes';
 import DashboardsAndAlertsPopover from './DashboardsAndAlertsPopover';
 import Highlights from './Highlights';
 import Metadata from './Metadata';
-import VolumeControlSection from './VolumeControl/VolumeControlSection';
 import { MetricDetailsProps } from './types';
 import { getMetricDetailsQuery } from './utils';

@@ -191,7 +190,6 @@ function MetricDetails({
 					isLoadingMetricMetadata={isLoadingMetricMetadata}
 					refetchMetricMetadata={refetchMetricMetadata}
 				/>
-				<VolumeControlSection metricName={metricName} />
 				<AllAttributes
 					metricName={metricName}
 					metricType={metadata?.type}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/ImpactPanel.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/ImpactPanel.tsx
@@ -1,64 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-import { Spin } from 'antd';
-import { MetricreductionruletypesGettableReductionRulePreviewDTO } from 'api/generated/services/sigNoz.schemas';
-
-import { formatCompact } from './configUtils';
-import { RuleMode } from './types';
-import styles from './VolumeControlConfig.module.scss';
-
-interface ImpactPanelProps {
-	mode: RuleMode;
-	preview?: MetricreductionruletypesGettableReductionRulePreviewDTO;
-	isLoading: boolean;
-}
-
-function ImpactPanel({
-	mode,
-	preview,
-	isLoading,
-}: ImpactPanelProps): JSX.Element {
-	if (mode === 'all') {
-		return (
-			<div className={styles.impact} data-testid="volume-control-impact">
-				<Typography.Text className={styles.impactNote}>
-					All attributes remain queryable, no reduction.
-				</Typography.Text>
-			</div>
-		);
-	}
-
-	return (
-		<div className={styles.impact} data-testid="volume-control-impact">
-			{isLoading && <Spin size="small" />}
-			{!isLoading && preview && (
-				<div className={styles.meters}>
-					<div className={styles.meter}>
-						<span className={styles.meterLabel}>Ingested series</span>
-						<span className={styles.meterValue}>
-							{formatCompact(preview.ingestedSeries)}
-						</span>
-					</div>
-					<div className={styles.meter}>
-						<span className={styles.meterLabel}>Reduced series</span>
-						<span className={styles.meterValue}>
-							{formatCompact(preview.reducedSeries)}
-						</span>
-					</div>
-					<div className={styles.meter}>
-						<span className={styles.meterLabel}>Reduction</span>
-						<span className={`${styles.meterValue} ${styles.meterValueGood}`}>
-							−{Math.round(preview.reductionPercent)}%
-						</span>
-					</div>
-				</div>
-			)}
-			{!isLoading && !preview && (
-				<Typography.Text className={styles.impactNote}>
-					Select attributes to preview the impact.
-				</Typography.Text>
-			)}
-		</div>
-	);
-}
-
-export default ImpactPanel;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/LabelSelector.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/LabelSelector.tsx
@@ -1,47 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-import { Select } from 'antd';
-import { popupContainer } from 'utils/selectPopupContainer';
-
-import { RuleMode } from './types';
-import styles from './VolumeControlConfig.module.scss';
-
-interface LabelSelectorProps {
-	mode: RuleMode;
-	options: string[];
-	value: string[];
-	onChange: (labels: string[]) => void;
-	loading?: boolean;
-}
-
-function LabelSelector({
-	mode,
-	options,
-	value,
-	onChange,
-	loading,
-}: LabelSelectorProps): JSX.Element {
-	const helpText =
-		mode === 'include'
-			? 'Only the selected attributes will remain queryable.'
-			: 'The selected attributes will be aggregated away; all others stay queryable.';
-
-	return (
-		<div className={styles.field} data-testid="volume-control-label-selector">
-			<Typography.Text className={styles.fieldLabel}>Attributes</Typography.Text>
-			<Typography.Text className={styles.fieldHint}>{helpText}</Typography.Text>
-			<Select
-				mode="multiple"
-				className={styles.labelSelect}
-				placeholder="Select attributes"
-				value={value}
-				onChange={onChange}
-				loading={loading}
-				options={options.map((key) => ({ label: key, value: key }))}
-				getPopupContainer={popupContainer}
-				data-testid="volume-control-label-select"
-			/>
-		</div>
-	);
-}
-
-export default LabelSelector;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/ModeSelector.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/ModeSelector.tsx
@@ -1,60 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-
-import { RuleMode } from './types';
-import styles from './VolumeControlConfig.module.scss';
-
-interface ModeOption {
-	mode: RuleMode;
-	title: string;
-	description: string;
-}
-
-const MODE_OPTIONS: ModeOption[] = [
-	{
-		mode: 'all',
-		title: 'Allow all attributes',
-		description: 'All attributes stay queryable. Removes any existing rule.',
-	},
-	{
-		mode: 'include',
-		title: 'Include attributes',
-		description: 'Allowlist: only the selected attributes stay queryable.',
-	},
-	{
-		mode: 'exclude',
-		title: 'Exclude attributes',
-		description: 'Blocklist: the selected attributes are aggregated away.',
-	},
-];
-
-interface ModeSelectorProps {
-	mode: RuleMode;
-	onChange: (mode: RuleMode) => void;
-}
-
-function ModeSelector({ mode, onChange }: ModeSelectorProps): JSX.Element {
-	return (
-		<div className={styles.modeCards} data-testid="volume-control-mode-selector">
-			{MODE_OPTIONS.map((option) => (
-				<button
-					type="button"
-					key={option.mode}
-					className={`${styles.modeCard} ${
-						mode === option.mode ? styles.modeCardActive : ''
-					}`}
-					onClick={(): void => onChange(option.mode)}
-					data-testid={`volume-control-mode-${option.mode}`}
-				>
-					<Typography.Text className={styles.modeTitle}>
-						{option.title}
-					</Typography.Text>
-					<Typography.Text className={styles.modeDesc}>
-						{option.description}
-					</Typography.Text>
-				</button>
-			))}
-		</div>
-	);
-}
-
-export default ModeSelector;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/RelatedAssetsWarning.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/RelatedAssetsWarning.tsx
@@ -1,51 +0,0 @@
-import { Info } from '@signozhq/icons';
-import { MetricreductionruletypesAffectedAssetDTO } from 'api/generated/services/sigNoz.schemas';
-
-import styles from './VolumeControlConfig.module.scss';
-
-interface RelatedAssetsWarningProps {
-	affectedAssets?: MetricreductionruletypesAffectedAssetDTO[] | null;
-}
-
-function RelatedAssetsWarning({
-	affectedAssets,
-}: RelatedAssetsWarningProps): JSX.Element | null {
-	const impacted = (affectedAssets ?? []).filter(
-		(asset) => (asset.impactedLabels ?? []).length > 0,
-	);
-	if (impacted.length === 0) {
-		return null;
-	}
-
-	const impactedLabels = Array.from(
-		new Set(impacted.flatMap((asset) => asset.impactedLabels ?? [])),
-	);
-
-	return (
-		<div className={styles.warning} data-testid="volume-control-warning">
-			<Info size={14} />
-			<div>
-				<div className={styles.warningTitle}>
-					This rule affects {impacted.length} related asset
-					{impacted.length > 1 ? 's' : ''}.
-				</div>
-				{impactedLabels.length > 0 && (
-					<div className={styles.warningDetail}>
-						{impactedLabels.join(', ')} will no longer be queryable; affected panels
-						fall back to aggregated data once the rule applies.
-					</div>
-				)}
-				<ul className={styles.assetList}>
-					{impacted.map((asset) => (
-						<li key={`${asset.type}-${asset.id}`}>
-							{asset.name}
-							{asset.widget ? ` · ${asset.widget}` : ''}
-						</li>
-					))}
-				</ul>
-			</div>
-		</div>
-	);
-}
-
-export default RelatedAssetsWarning;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlConfig.module.scss
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlConfig.module.scss
@@ -1,172 +0,0 @@
-.body {
-	display: flex;
-	flex-direction: column;
-	gap: 20px;
-	padding: 4px 2px;
-}
-
-.title {
-	display: flex;
-	align-items: center;
-	gap: 10px;
-}
-
-.admin-tag {
-	font-size: 10px;
-	font-weight: 600;
-	letter-spacing: 0.03em;
-	color: var(--bg-amber-400, #ffd778);
-	border: 1px solid var(--bg-amber-500, #ffcc56);
-	border-radius: 99px;
-	padding: 1px 8px;
-}
-
-/* mode cards */
-.mode-cards {
-	display: grid;
-	grid-template-columns: repeat(3, 1fr);
-	gap: 10px;
-}
-
-.mode-card {
-	display: flex;
-	flex-direction: column;
-	gap: 4px;
-	text-align: left;
-	border: 1px solid var(--bg-slate-400, #1d212d);
-	border-radius: 6px;
-	background: var(--bg-ink-300, #16181d);
-	padding: 12px;
-	cursor: pointer;
-	transition:
-		border-color 0.12s ease,
-		background 0.12s ease;
-}
-
-.mode-card:hover {
-	border-color: var(--bg-slate-200, #2c3140);
-}
-
-.mode-card-active {
-	border-color: var(--bg-robin-500, #4e74f8);
-	background: rgba(78, 116, 248, 0.08);
-}
-
-.mode-title {
-	font-size: 12.5px;
-	font-weight: 600;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.mode-desc {
-	font-size: 11px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-	line-height: 1.45;
-}
-
-/* label selector */
-.field {
-	display: flex;
-	flex-direction: column;
-	gap: 6px;
-}
-
-.field-label {
-	font-size: 12.5px;
-	font-weight: 600;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.field-hint {
-	font-size: 11px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.label-select {
-	width: 100%;
-	margin-top: 4px;
-}
-
-/* impact panel */
-.impact {
-	border: 1px solid var(--bg-slate-400, #1d212d);
-	border-radius: 6px;
-	background: var(--bg-ink-300, #16181d);
-	padding: 14px;
-}
-
-.impact-note {
-	font-size: 12px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.meters {
-	display: grid;
-	grid-template-columns: repeat(3, 1fr);
-	gap: 12px;
-}
-
-.meter {
-	display: flex;
-	flex-direction: column;
-	gap: 5px;
-}
-
-.meter-label {
-	font-size: 10px;
-	text-transform: uppercase;
-	letter-spacing: 0.04em;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.meter-value {
-	font-family: 'Geist Mono', monospace;
-	font-size: 18px;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.meter-value-good {
-	color: var(--bg-forest-400, #50e7a7);
-}
-
-/* related-asset warning */
-.warning {
-	display: flex;
-	gap: 10px;
-	padding: 11px 13px;
-	border-radius: 6px;
-	background: rgba(255, 204, 86, 0.07);
-	border: 1px solid rgba(255, 204, 86, 0.3);
-	color: var(--bg-amber-400, #ffd778);
-}
-
-.warning-title {
-	font-size: 12px;
-	font-weight: 600;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.warning-detail {
-	font-size: 11.5px;
-	color: var(--bg-vanilla-300, #e9e9e9);
-	margin-top: 4px;
-}
-
-.asset-list {
-	margin: 6px 0 0;
-	padding-left: 16px;
-	font-size: 11.5px;
-	color: var(--bg-vanilla-300, #e9e9e9);
-}
-
-/* footer */
-.footer {
-	display: flex;
-	align-items: center;
-	gap: 10px;
-	width: 100%;
-}
-
-.footer-spacer {
-	flex: 1;
-}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlConfigDrawer.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlConfigDrawer.tsx
@@ -1,115 +0,0 @@
-import { Button } from '@signozhq/ui/button';
-import { DrawerWrapper } from '@signozhq/ui/drawer';
-import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
-
-import ImpactPanel from './ImpactPanel';
-import LabelSelector from './LabelSelector';
-import ModeSelector from './ModeSelector';
-import RelatedAssetsWarning from './RelatedAssetsWarning';
-import { useVolumeControlConfig } from './useVolumeControlConfig';
-import styles from './VolumeControlConfig.module.scss';
-
-interface VolumeControlConfigDrawerProps {
-	metricName: string;
-	existingRule: MetricreductionruletypesGettableReductionRuleDTO | null;
-	open: boolean;
-	onClose: () => void;
-}
-
-function VolumeControlConfigDrawer({
-	metricName,
-	existingRule,
-	open,
-	onClose,
-}: VolumeControlConfigDrawerProps): JSX.Element {
-	const {
-		mode,
-		setMode,
-		labels,
-		setLabels,
-		attributeKeys,
-		isLoadingAttributes,
-		preview,
-		isPreviewLoading,
-		save,
-		remove,
-		isSaving,
-		isRemoving,
-		hasExistingRule,
-		isSaveDisabled,
-	} = useVolumeControlConfig({ metricName, existingRule, open, onClose });
-
-	const footer = (
-		<div className={styles.footer}>
-			<Button
-				variant="outlined"
-				color="secondary"
-				onClick={onClose}
-				data-testid="volume-control-cancel"
-			>
-				Cancel
-			</Button>
-			<div className={styles.footerSpacer} />
-			{hasExistingRule && (
-				<Button
-					variant="ghost"
-					color="destructive"
-					onClick={remove}
-					loading={isRemoving}
-					data-testid="volume-control-remove"
-				>
-					Remove rule
-				</Button>
-			)}
-			<Button
-				variant="solid"
-				color="primary"
-				onClick={save}
-				disabled={isSaveDisabled}
-				loading={isSaving}
-				data-testid="volume-control-save"
-			>
-				Save rule
-			</Button>
-		</div>
-	);
-
-	return (
-		<DrawerWrapper
-			open={open}
-			onOpenChange={(next: boolean): void => {
-				if (!next) {
-					onClose();
-				}
-			}}
-			title={`Manage attributes · ${metricName}`}
-			direction="right"
-			showCloseButton
-			width="wide"
-			footer={footer}
-			showOverlay={false}
-			className="volume-control-config-drawer"
-			style={{ zIndex: 1100 }}
-		>
-			<div className={styles.body} data-testid="volume-control-config-drawer">
-				<div className={styles.title}>
-					<span className={styles.adminTag}>Admin only</span>
-				</div>
-				<ModeSelector mode={mode} onChange={setMode} />
-				{mode !== 'all' && (
-					<LabelSelector
-						mode={mode}
-						options={attributeKeys}
-						value={labels}
-						onChange={setLabels}
-						loading={isLoadingAttributes}
-					/>
-				)}
-				<ImpactPanel mode={mode} preview={preview} isLoading={isPreviewLoading} />
-				<RelatedAssetsWarning affectedAssets={preview?.affectedAssets} />
-			</div>
-		</DrawerWrapper>
-	);
-}
-
-export default VolumeControlConfigDrawer;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlSection.module.scss
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlSection.module.scss
@@ -1,114 +0,0 @@
-.section {
-	margin-top: 16px;
-}
-
-.header {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	margin-bottom: 10px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.title {
-	font-size: 11px;
-	font-weight: 600;
-	text-transform: uppercase;
-	letter-spacing: 0.05em;
-}
-
-.card {
-	border: 1px solid var(--bg-slate-400, #1d212d);
-	border-radius: 6px;
-	padding: 12px 14px;
-	background: var(--bg-ink-300, #16181d);
-}
-
-.card-row {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	margin-bottom: 8px;
-}
-
-.status-dot {
-	width: 7px;
-	height: 7px;
-	border-radius: 50%;
-	flex: 0 0 auto;
-}
-
-.status-active {
-	background: var(--bg-forest-500, #25e192);
-}
-
-.status-pending {
-	background: var(--bg-amber-500, #ffcc56);
-}
-
-.card-title {
-	font-weight: 600;
-}
-
-.mode {
-	display: block;
-	font-size: 12px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-	margin-bottom: 8px;
-}
-
-.chips {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 6px;
-}
-
-.chip {
-	font-family: 'Geist Mono', monospace;
-	font-size: 11px;
-	padding: 2px 8px;
-	border-radius: 4px;
-	background: var(--bg-ink-200, #23262e);
-	border: 1px solid var(--bg-slate-400, #1d212d);
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.empty {
-	display: flex;
-	flex-direction: column;
-	align-items: flex-start;
-	border: 1px dashed var(--bg-slate-300, #242834);
-	border-radius: 6px;
-	padding: 14px;
-}
-
-.empty-text {
-	font-size: 12px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.setup-button {
-	margin-top: 12px;
-}
-
-.edit-button {
-	margin-left: auto;
-}
-
-.pending-banner {
-	display: flex;
-	align-items: flex-start;
-	gap: 8px;
-	padding: 9px 12px;
-	margin-bottom: 10px;
-	border-radius: 6px;
-	background: rgba(35, 196, 248, 0.07);
-	border: 1px solid rgba(35, 196, 248, 0.25);
-	color: var(--bg-aqua-400, #4bcff9);
-}
-
-.pending-text {
-	font-size: 11.5px;
-	color: var(--bg-vanilla-300, #e9e9e9);
-	line-height: 1.45;
-}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlSection.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlSection.tsx
@@ -1,136 +0,0 @@
-import { Gauge, Info } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import { Skeleton } from 'antd';
-import { useGetMetricReductionRule } from 'api/generated/services/metrics';
-import { useVolumeControlFeatureGate } from 'hooks/metricsExplorer/useVolumeControlFeatureGate';
-import { useState } from 'react';
-
-import { getLabelVerb, getMatchTypeLabel } from './utils';
-import VolumeControlConfigDrawer from './VolumeControlConfigDrawer';
-import styles from './VolumeControlSection.module.scss';
-
-interface VolumeControlSectionProps {
-	metricName: string;
-}
-
-function VolumeControlSection({
-	metricName,
-}: VolumeControlSectionProps): JSX.Element | null {
-	const { isVolumeControlEnabled, canManageVolumeControl } =
-		useVolumeControlFeatureGate();
-	const [isConfigOpen, setIsConfigOpen] = useState(false);
-
-	const { data, isLoading, error } = useGetMetricReductionRule(
-		{ metricName },
-		{
-			query: {
-				enabled: isVolumeControlEnabled && !!metricName,
-				retry: false,
-			},
-		},
-	);
-
-	if (!isVolumeControlEnabled) {
-		return null;
-	}
-
-	const rule = data?.data;
-	const hasRule = !!rule && !error;
-
-	const openConfig = (): void => setIsConfigOpen(true);
-	const closeConfig = (): void => setIsConfigOpen(false);
-
-	return (
-		<div className={styles.section} data-testid="volume-control-section">
-			<div className={styles.header}>
-				<Gauge size={14} />
-				<Typography.Text className={styles.title}>Volume control</Typography.Text>
-			</div>
-
-			{isLoading && <Skeleton active title={false} paragraph={{ rows: 2 }} />}
-
-			{!isLoading && hasRule && rule && !rule.active && (
-				<div
-					className={styles.pendingBanner}
-					data-testid="volume-control-pending-banner"
-				>
-					<Info size={13} />
-					<Typography.Text className={styles.pendingText}>
-						This metric&apos;s configuration was recently updated. Reduced volumes
-						will take effect within a few minutes.
-					</Typography.Text>
-				</div>
-			)}
-
-			{!isLoading && hasRule && rule && (
-				<div className={styles.card} data-testid="volume-control-active">
-					<div className={styles.cardRow}>
-						<span
-							className={`${styles.statusDot} ${
-								rule.active ? styles.statusActive : styles.statusPending
-							}`}
-						/>
-						<Typography.Text className={styles.cardTitle}>
-							{rule.active
-								? 'Aggregation rule active'
-								: 'Aggregation rule pending activation'}
-						</Typography.Text>
-						{canManageVolumeControl && (
-							<Button
-								variant="ghost"
-								color="secondary"
-								className={styles.editButton}
-								onClick={openConfig}
-								data-testid="volume-control-edit"
-							>
-								Edit
-							</Button>
-						)}
-					</div>
-					<Typography.Text className={styles.mode}>
-						{getMatchTypeLabel(rule.matchType)}
-					</Typography.Text>
-					<div className={styles.chips}>
-						{(rule.labels ?? []).map((label) => (
-							<span className={styles.chip} key={label}>
-								{getLabelVerb(rule.matchType)} {label}
-							</span>
-						))}
-					</div>
-				</div>
-			)}
-
-			{!isLoading && !hasRule && (
-				<div className={styles.empty} data-testid="volume-control-empty">
-					<Typography.Text className={styles.emptyText}>
-						No volume control rule. All series are retained. Aggregate away
-						high-cardinality attributes to reduce cost.
-					</Typography.Text>
-					{canManageVolumeControl && (
-						<Button
-							variant="solid"
-							color="primary"
-							className={styles.setupButton}
-							onClick={openConfig}
-							data-testid="volume-control-setup"
-						>
-							Set up volume control
-						</Button>
-					)}
-				</div>
-			)}
-
-			{canManageVolumeControl && isConfigOpen && (
-				<VolumeControlConfigDrawer
-					metricName={metricName}
-					existingRule={rule ?? null}
-					open={isConfigOpen}
-					onClose={closeConfig}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default VolumeControlSection;
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/configUtils.ts
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/configUtils.ts
@@ -1,42 +0,0 @@
-import {
-	MetricreductionruletypesMatchTypeDTO,
-	MetricreductionruletypesGettableReductionRuleDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-import { RuleMode } from './types';
-
-export function modeFromRule(
-	rule: MetricreductionruletypesGettableReductionRuleDTO | null | undefined,
-): { mode: RuleMode; labels: string[] } {
-	if (!rule) {
-		return { mode: 'all', labels: [] };
-	}
-	return {
-		mode:
-			rule.matchType === MetricreductionruletypesMatchTypeDTO.keep
-				? 'include'
-				: 'exclude',
-		labels: rule.labels ?? [],
-	};
-}
-
-export function matchTypeForMode(
-	mode: RuleMode,
-): MetricreductionruletypesMatchTypeDTO {
-	return mode === 'include'
-		? MetricreductionruletypesMatchTypeDTO.keep
-		: MetricreductionruletypesMatchTypeDTO.drop;
-}
-
-export function formatCompact(value: number): string {
-	if (value >= 1e9) {
-		return `${(value / 1e9).toFixed(1)}B`;
-	}
-	if (value >= 1e6) {
-		return `${(value / 1e6).toFixed(1)}M`;
-	}
-	if (value >= 1e3) {
-		return `${(value / 1e3).toFixed(1)}K`;
-	}
-	return `${value}`;
-}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/types.ts
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/types.ts
@@ -1 +0,0 @@
-export type RuleMode = 'all' | 'include' | 'exclude';
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/useVolumeControlConfig.ts
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/useVolumeControlConfig.ts
@@ -1,182 +0,0 @@
-import {
-	invalidateGetMetricReductionRule,
-	invalidateListMetricReductionRules,
-	invalidateListMetrics,
-	useDeleteMetricReductionRule,
-	useGetMetricAttributes,
-	usePreviewMetricReductionRule,
-	useUpsertMetricReductionRule,
-} from 'api/generated/services/metrics';
-import {
-	MetricreductionruletypesGettableReductionRulePreviewDTO,
-	MetricreductionruletypesGettableReductionRuleDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { useNotifications } from 'hooks/useNotifications';
-import { useCallback, useEffect, useMemo, useState } from 'react';
-import { useQueryClient } from 'react-query';
-// eslint-disable-next-line no-restricted-imports
-import { useSelector } from 'react-redux';
-import { AppState } from 'store/reducers';
-import { GlobalReducer } from 'types/reducer/globalTime';
-
-import { matchTypeForMode, modeFromRule } from './configUtils';
-import { RuleMode } from './types';
-
-interface UseVolumeControlConfigParams {
-	metricName: string;
-	existingRule: MetricreductionruletypesGettableReductionRuleDTO | null;
-	open: boolean;
-	onClose: () => void;
-}
-
-export interface UseVolumeControlConfigResult {
-	mode: RuleMode;
-	setMode: (mode: RuleMode) => void;
-	labels: string[];
-	setLabels: (labels: string[]) => void;
-	attributeKeys: string[];
-	isLoadingAttributes: boolean;
-	preview?: MetricreductionruletypesGettableReductionRulePreviewDTO;
-	isPreviewLoading: boolean;
-	save: () => void;
-	remove: () => void;
-	isSaving: boolean;
-	isRemoving: boolean;
-	hasExistingRule: boolean;
-	isSaveDisabled: boolean;
-}
-
-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';
-
-export function useVolumeControlConfig({
-	metricName,
-	existingRule,
-	open,
-	onClose,
-}: UseVolumeControlConfigParams): UseVolumeControlConfigResult {
-	const { notifications } = useNotifications();
-	const queryClient = useQueryClient();
-	const { minTime, maxTime } = useSelector<AppState, GlobalReducer>(
-		(state) => state.globalTime,
-	);
-
-	const initial = useMemo(() => modeFromRule(existingRule), [existingRule]);
-	const [mode, setMode] = useState<RuleMode>(initial.mode);
-	const [labels, setLabels] = useState<string[]>(initial.labels);
-
-	const attributesQuery = useGetMetricAttributes(
-		{ metricName },
-		{
-			start: minTime ? Math.floor(minTime / 1000000) : undefined,
-			end: maxTime ? Math.floor(maxTime / 1000000) : undefined,
-		},
-		{ query: { enabled: open && !!metricName } },
-	);
-	const attributeKeys = useMemo(
-		() => (attributesQuery.data?.data.attributes ?? []).map((attr) => attr.key),
-		[attributesQuery.data],
-	);
-
-	const previewMutation = usePreviewMetricReductionRule();
-	const { mutate: previewMutate, reset: previewReset } = previewMutation;
-	const [isPreviewPending, setIsPreviewPending] = useState(false);
-
-	useEffect(() => {
-		if (!open || mode === 'all' || labels.length === 0) {
-			previewReset();
-			setIsPreviewPending(false);
-			return undefined;
-		}
-		setIsPreviewPending(true);
-		const timer = setTimeout(() => {
-			previewMutate(
-				{ data: { metricName, matchType: matchTypeForMode(mode), labels } },
-				{ onSettled: () => setIsPreviewPending(false) },
-			);
-		}, PREVIEW_DEBOUNCE_MS);
-		return (): void => clearTimeout(timer);
-	}, [open, mode, labels, metricName, previewMutate, previewReset]);
-
-	const upsertMutation = useUpsertMetricReductionRule();
-	const deleteMutation = useDeleteMetricReductionRule();
-
-	const invalidate = useCallback((): void => {
-		void invalidateGetMetricReductionRule(queryClient, { metricName });
-		void invalidateListMetricReductionRules(queryClient);
-		void invalidateListMetrics(queryClient);
-	}, [queryClient, metricName]);
-
-	const removeRule = useCallback((): void => {
-		deleteMutation.mutate(
-			{ pathParams: { metricName } },
-			{
-				onSuccess: () => {
-					notifications.success({ message: 'Volume control rule removed' });
-					invalidate();
-					onClose();
-				},
-				onError: (error) =>
-					notifications.error({
-						message: error.response?.data?.error?.message ?? REMOVE_ERROR_MESSAGE,
-					}),
-			},
-		);
-	}, [deleteMutation, metricName, notifications, invalidate, onClose]);
-
-	const save = useCallback((): void => {
-		if (mode === 'all') {
-			if (!existingRule) {
-				onClose();
-				return;
-			}
-			removeRule();
-			return;
-		}
-		upsertMutation.mutate(
-			{
-				pathParams: { metricName },
-				data: { matchType: matchTypeForMode(mode), labels },
-			},
-			{
-				onSuccess: () => {
-					notifications.success({ message: 'Volume control rule saved' });
-					invalidate();
-					onClose();
-				},
-				onError: (error) =>
-					notifications.error({
-						message: error.response?.data?.error?.message ?? SAVE_ERROR_MESSAGE,
-					}),
-			},
-		);
-	}, [
-		mode,
-		labels,
-		metricName,
-		existingRule,
-		upsertMutation,
-		removeRule,
-		notifications,
-		invalidate,
-		onClose,
-	]);
-
-	return {
-		mode,
-		setMode,
-		labels,
-		setLabels,
-		attributeKeys,
-		isLoadingAttributes: attributesQuery.isLoading,
-		preview: previewMutation.data?.data,
-		isPreviewLoading: isPreviewPending,
-		save,
-		remove: removeRule,
-		isSaving: upsertMutation.isLoading || deleteMutation.isLoading,
-		isRemoving: deleteMutation.isLoading,
-		hasExistingRule: !!existingRule,
-		isSaveDisabled: mode !== 'all' && labels.length === 0,
-	};
-}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/utils.ts
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/VolumeControl/utils.ts
@@ -1,19 +0,0 @@
-import { MetricreductionruletypesMatchTypeDTO } from 'api/generated/services/sigNoz.schemas';
-
-export function isKeepMode(
-	matchType: MetricreductionruletypesMatchTypeDTO,
-): boolean {
-	return matchType === MetricreductionruletypesMatchTypeDTO.keep;
-}
-
-export function getMatchTypeLabel(
-	matchType: MetricreductionruletypesMatchTypeDTO,
-): string {
-	return isKeepMode(matchType) ? 'Include attributes' : 'Exclude attributes';
-}
-
-export function getLabelVerb(
-	matchType: MetricreductionruletypesMatchTypeDTO,
-): string {
-	return isKeepMode(matchType) ? 'include' : 'exclude';
-}
--- a/frontend/src/container/MetricsExplorer/MetricDetails/tests/MetricDetails.test.tsx
+++ b/frontend/src/container/MetricsExplorer/MetricDetails/tests/MetricDetails.test.tsx
@@ -77,14 +77,6 @@ jest.mock(
 		},
 );

-jest.mock(
-	'container/MetricsExplorer/MetricDetails/VolumeControl/VolumeControlSection',
-	() =>
-		function MockVolumeControlSection(): JSX.Element {
-			return <div data-testid="volume-control-section-mock">Volume Control</div>;
-		},
-);
-
 const useGetMetricMetadataMock = jest.spyOn(
 	metricsExplorerHooks,
 	'useGetMetricMetadata',
--- a/frontend/src/container/MetricsExplorer/Summary/utils.tsx
+++ b/frontend/src/container/MetricsExplorer/Summary/utils.tsx
@@ -1,5 +1,6 @@
 import { Color } from '@signozhq/design-tokens';
-import { TableColumnType as ColumnType, Tooltip } from 'antd';
+import { Tooltip } from 'antd';
+import { TableColumnType as ColumnType } from 'antd';
 import {
 	MetricsexplorertypesStatDTO,
 	MetricsexplorertypesTreemapEntryDTO,
--- a/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlBadge.module.scss
+++ b/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlBadge.module.scss
@@ -1,27 +0,0 @@
-.badge {
-	display: inline-flex;
-	align-items: center;
-	gap: 5px;
-	height: 20px;
-	padding: 0 8px;
-	border-radius: 99px;
-	font-size: 11px;
-	font-weight: 600;
-}
-
-.active {
-	color: var(--bg-forest-400, #50e7a7);
-	background: rgba(37, 225, 146, 0.1);
-	border: 1px solid rgba(37, 225, 146, 0.22);
-}
-
-.pending {
-	color: var(--bg-amber-400, #ffd778);
-	background: rgba(255, 204, 86, 0.1);
-	border: 1px solid rgba(255, 204, 86, 0.25);
-}
-
-.none {
-	color: var(--bg-vanilla-400, #c0c1c3);
-	font-size: 12px;
-}
--- a/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlBadge.tsx
+++ b/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlBadge.tsx
@@ -1,29 +0,0 @@
-import { Gauge } from '@signozhq/icons';
-import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
-
-import styles from './VolumeControlBadge.module.scss';
-
-interface VolumeControlBadgeProps {
-	rule?: MetricreductionruletypesGettableReductionRuleDTO;
-}
-
-function VolumeControlBadge({ rule }: VolumeControlBadgeProps): JSX.Element {
-	if (!rule) {
-		return (
-			<span className={styles.none} data-testid="vc-badge-none">
-				—
-			</span>
-		);
-	}
-	return (
-		<span
-			className={`${styles.badge} ${rule.active ? styles.active : styles.pending}`}
-			data-testid="vc-badge-active"
-		>
-			<Gauge size={11} />
-			{rule.active ? 'Active' : 'Pending'}
-		</span>
-	);
-}
-
-export default VolumeControlBadge;
--- a/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlTab.module.scss
+++ b/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlTab.module.scss
@@ -1,95 +0,0 @@
-.tab {
-	display: flex;
-	flex-direction: column;
-	gap: 16px;
-	padding: 16px 0;
-}
-
-.header {
-	display: flex;
-	flex-direction: column;
-	gap: 4px;
-}
-
-.title-row {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	color: var(--bg-robin-400, #7190f9);
-}
-
-.title {
-	margin: 0 !important;
-}
-
-.subtitle {
-	font-size: 13px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-	max-width: 680px;
-}
-
-.stats {
-	display: flex;
-	gap: 12px;
-}
-
-.stat {
-	display: flex;
-	flex-direction: column;
-	gap: 6px;
-	min-width: 160px;
-	padding: 12px 16px;
-	border: 1px solid var(--bg-slate-400, #1d212d);
-	border-radius: 6px;
-	background: var(--bg-ink-400, #121317);
-}
-
-.stat-label {
-	font-size: 11px;
-	text-transform: uppercase;
-	letter-spacing: 0.05em;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.stat-value {
-	font-family: 'Geist Mono', monospace;
-	font-size: 22px;
-	font-weight: 600;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.metric-name {
-	font-family: 'Geist Mono', monospace;
-	font-size: 12.5px;
-	color: var(--bg-vanilla-100, #fff);
-}
-
-.attributes {
-	font-family: 'Geist Mono', monospace;
-	font-size: 12px;
-	color: var(--bg-vanilla-300, #e9e9e9);
-}
-
-.muted {
-	font-size: 12px;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.reduction {
-	font-family: 'Geist Mono', monospace;
-	font-size: 12px;
-	font-weight: 600;
-	color: var(--bg-forest-400, #50e7a7);
-}
-
-.empty {
-	padding: 32px 16px;
-	text-align: center;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
-
-.unavailable {
-	padding: 48px 16px;
-	text-align: center;
-	color: var(--bg-vanilla-400, #c0c1c3);
-}
--- a/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlTab.tsx
+++ b/frontend/src/container/MetricsExplorer/VolumeControlTab/VolumeControlTab.tsx
@@ -1,275 +0,0 @@
-import { Gauge } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import { Table } from 'antd';
-import type { TableColumnsType, TableProps } from 'antd';
-import { useListMetricReductionRules } from 'api/generated/services/metrics';
-import {
-	ListMetricReductionRulesParams,
-	MetricreductionruletypesGettableReductionRuleDTO,
-	MetricreductionruletypesOrderDTO,
-	MetricreductionruletypesReductionRuleOrderByDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import dayjs from 'dayjs';
-import { useVolumeControlFeatureGate } from 'hooks/metricsExplorer/useVolumeControlFeatureGate';
-import { useCallback, useMemo, useState } from 'react';
-
-import { formatCompact } from '../MetricDetails/VolumeControl/configUtils';
-import {
-	getLabelVerb,
-	getMatchTypeLabel,
-} from '../MetricDetails/VolumeControl/utils';
-import VolumeControlConfigDrawer from '../MetricDetails/VolumeControl/VolumeControlConfigDrawer';
-import VolumeControlBadge from './VolumeControlBadge';
-import styles from './VolumeControlTab.module.scss';
-
-const OrderBy = MetricreductionruletypesReductionRuleOrderByDTO;
-const SortOrder = MetricreductionruletypesOrderDTO;
-const DEFAULT_PAGE_SIZE = 10;
-
-const DEFAULT_PARAMS: Required<ListMetricReductionRulesParams> = {
-	orderBy: OrderBy.reduction,
-	order: SortOrder.desc,
-	offset: 0,
-	limit: DEFAULT_PAGE_SIZE,
-};
-
-function VolumeControlTab(): JSX.Element {
-	const { isVolumeControlEnabled, canManageVolumeControl } =
-		useVolumeControlFeatureGate();
-	const [selectedRule, setSelectedRule] =
-		useState<MetricreductionruletypesGettableReductionRuleDTO | null>(null);
-	const [params, setParams] =
-		useState<Required<ListMetricReductionRulesParams>>(DEFAULT_PARAMS);
-
-	const { data, isLoading } = useListMetricReductionRules(params, {
-		query: { enabled: isVolumeControlEnabled },
-	});
-
-	const rules = data?.data.rules ?? [];
-	const total = data?.data.total ?? 0;
-
-	const sortOrderFor = useCallback(
-		(
-			key: MetricreductionruletypesReductionRuleOrderByDTO,
-		): 'ascend' | 'descend' | undefined => {
-			if (params.orderBy !== key) {
-				return undefined;
-			}
-			return params.order === SortOrder.desc ? 'descend' : 'ascend';
-		},
-		[params],
-	);
-
-	const columns: TableColumnsType<MetricreductionruletypesGettableReductionRuleDTO> =
-		useMemo(
-			() => [
-				{
-					title: 'METRIC',
-					dataIndex: 'metricName',
-					key: OrderBy.metricname,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.metricname),
-					render: (metricName: string): JSX.Element => (
-						<span className={styles.metricName}>{metricName}</span>
-					),
-				},
-				{
-					title: 'STATUS',
-					key: 'status',
-					width: 130,
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => <VolumeControlBadge rule={rule} />,
-				},
-				{
-					title: 'MODE',
-					key: 'mode',
-					width: 160,
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => <span>{getMatchTypeLabel(rule.matchType)}</span>,
-				},
-				{
-					title: 'ATTRIBUTES',
-					key: 'attributes',
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => (
-						<span className={styles.attributes}>
-							{getLabelVerb(rule.matchType)} {(rule.labels ?? []).join(', ') || '—'}
-						</span>
-					),
-				},
-				{
-					title: 'INGESTED',
-					key: OrderBy.ingestedvolume,
-					width: 130,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.ingestedvolume),
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => (
-						<span className={styles.muted}>{formatCompact(rule.ingestedSeries)}</span>
-					),
-				},
-				{
-					title: 'REDUCED',
-					key: OrderBy.reducedvolume,
-					width: 130,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.reducedvolume),
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => <span>{formatCompact(rule.reducedSeries)}</span>,
-				},
-				{
-					title: 'CHANGE',
-					key: OrderBy.reduction,
-					width: 110,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.reduction),
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => {
-						if (rule.reductionPercent <= 0) {
-							return <span className={styles.muted}>—</span>;
-						}
-						return (
-							<span className={styles.reduction}>
-								−{Math.round(rule.reductionPercent)}%
-							</span>
-						);
-					},
-				},
-				{
-					title: 'LAST CONFIGURED',
-					key: OrderBy.lastupdated,
-					width: 240,
-					sorter: true,
-					sortOrder: sortOrderFor(OrderBy.lastupdated),
-					render: (
-						_value: unknown,
-						rule: MetricreductionruletypesGettableReductionRuleDTO,
-					): JSX.Element => (
-						<span className={styles.muted}>
-							{dayjs(rule.updatedAt).format('MMM D, YYYY · h:mm A')}
-							{rule.updatedBy ? ` · ${rule.updatedBy}` : ''}
-						</span>
-					),
-				},
-				...(canManageVolumeControl
-					? ([
-							{
-								title: '',
-								key: 'action',
-								width: 110,
-								render: (
-									_value: unknown,
-									rule: MetricreductionruletypesGettableReductionRuleDTO,
-								): JSX.Element => (
-									<Button
-										variant="ghost"
-										color="secondary"
-										onClick={(): void => setSelectedRule(rule)}
-										data-testid={`vc-manage-${rule.metricName}`}
-									>
-										Manage
-									</Button>
-								),
-							},
-						] as TableColumnsType<MetricreductionruletypesGettableReductionRuleDTO>)
-					: []),
-			],
-			[canManageVolumeControl, sortOrderFor],
-		);
-
-	const handleTableChange: TableProps<MetricreductionruletypesGettableReductionRuleDTO>['onChange'] =
-		(pagination, _filters, sorter): void => {
-			const active = Array.isArray(sorter) ? sorter[0] : sorter;
-			const pageSize = pagination.pageSize ?? DEFAULT_PAGE_SIZE;
-			const current = pagination.current ?? 1;
-
-			setParams({
-				orderBy: active?.order
-					? (active.columnKey as MetricreductionruletypesReductionRuleOrderByDTO)
-					: DEFAULT_PARAMS.orderBy,
-				order: active?.order === 'descend' ? SortOrder.desc : SortOrder.asc,
-				limit: pageSize,
-				offset: (current - 1) * pageSize,
-			});
-		};
-
-	if (!isVolumeControlEnabled) {
-		return (
-			<div className={styles.unavailable} data-testid="volume-control-unavailable">
-				<Typography.Text>
-					Volume control is available on enterprise and cloud plans.
-				</Typography.Text>
-			</div>
-		);
-	}
-
-	return (
-		<div className={styles.tab} data-testid="volume-control-tab">
-			<div className={styles.header}>
-				<div className={styles.titleRow}>
-					<Gauge size={18} />
-					<Typography.Title level={4} className={styles.title}>
-						Volume Control
-					</Typography.Title>
-				</div>
-				<Typography.Text className={styles.subtitle}>
-					Aggregate away high-cardinality attributes to reduce stored metric volume
-					and cost.
-				</Typography.Text>
-			</div>
-
-			<div className={styles.stats}>
-				<div className={styles.stat}>
-					<span className={styles.statLabel}>Active rules</span>
-					<span className={styles.statValue}>{total}</span>
-				</div>
-			</div>
-
-			<Table<MetricreductionruletypesGettableReductionRuleDTO>
-				rowKey="metricName"
-				loading={isLoading}
-				dataSource={rules}
-				columns={columns}
-				onChange={handleTableChange}
-				pagination={{
-					current: Math.floor(params.offset / params.limit) + 1,
-					pageSize: params.limit,
-					total,
-					showSizeChanger: false,
-				}}
-				locale={{
-					emptyText: (
-						<div className={styles.empty} data-testid="volume-control-tab-empty">
-							No volume control rules yet. Open a metric and set one up to start
-							reducing its series volume.
-						</div>
-					),
-				}}
-			/>
-
-			{canManageVolumeControl && selectedRule && (
-				<VolumeControlConfigDrawer
-					metricName={selectedRule.metricName}
-					existingRule={selectedRule}
-					open={!!selectedRule}
-					onClose={(): void => setSelectedRule(null)}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default VolumeControlTab;
--- a/frontend/src/hooks/metricsExplorer/useVolumeControlFeatureGate.ts
+++ b/frontend/src/hooks/metricsExplorer/useVolumeControlFeatureGate.ts
@@ -1,23 +0,0 @@
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-import { useAppContext } from 'providers/App/App';
-import { USER_ROLES } from 'types/roles';
-
-interface VolumeControlFeatureGate {
-	isVolumeControlEnabled: boolean;
-	canManageVolumeControl: boolean;
-	isLoading: boolean;
-}
-
-export function useVolumeControlFeatureGate(): VolumeControlFeatureGate {
-	const { isCloudUser, isEnterpriseSelfHostedUser } = useGetTenantLicense();
-	const { user, isFetchingActiveLicense, activeLicense } = useAppContext();
-
-	const isVolumeControlEnabled = isCloudUser || isEnterpriseSelfHostedUser;
-	const isAdmin = user?.role === USER_ROLES.ADMIN;
-
-	return {
-		isVolumeControlEnabled,
-		canManageVolumeControl: isVolumeControlEnabled && isAdmin,
-		isLoading: isFetchingActiveLicense && !activeLicense,
-	};
-}
--- a/frontend/src/lib/uPlotV2/components/Legend/Legend.styles.scss
+++ b/frontend/src/lib/uPlotV2/components/Legend/Legend.styles.scss
@@ -44,6 +44,7 @@
 				auto-fill,
 				minmax(var(--legend-average-width, 240px), 1fr)
 			);
+			row-gap: 4px;
 			column-gap: 12px;
 		}

--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/index.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/index.tsx
@@ -20,7 +20,6 @@ import APIError from 'types/api/error';
 import DashboardActions from './DashboardActions/DashboardActions';
 import DashboardInfo from './DashboardInfo/DashboardInfo';
 import { useEditableTitle } from './DashboardInfo/useEditableTitle';
-import { usePublicDashboardMeta } from '../DashboardSettings/PublicDashboard/usePublicDashboardMeta';

 import styles from './DashboardPageToolbar.module.scss';

@@ -53,10 +52,6 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 		(s) => s.setIsPanelTypeSelectionModalOpen,
 	);

-	// Single global fetch of the public-sharing meta (the drawer reuses this cache);
-	// drives the public-access badge.
-	const { isPublic: isPublicDashboard } = usePublicDashboardMeta(id);
-
 	const isAuthor =
 		!!user?.email && !!dashboard.createdBy && dashboard.createdBy === user.email;

@@ -122,7 +117,7 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 					image={image}
 					tags={tags}
 					description={description}
-					isPublicDashboard={isPublicDashboard}
+					isPublicDashboard={false}
 					isDashboardLocked={isDashboardLocked}
 					isEditing={isEditing}
 					draft={draft}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboard.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboard.module.scss
@@ -1,15 +1,106 @@
-// Publish tab — "status strip" direction (Claude Design: Publish Drawer Final).
-// Fills the drawer height so the actions anchor a footer instead of floating.
-.publishTab {
+// settings card wrapper — mirrors the V1 public dashboard treatment
+.publicDashboardCard {
 	display: flex;
 	flex-direction: column;
-	height: 100%;
-	min-height: 100%;
+	gap: 8px;
+	padding: 16px;
+	border-radius: 3px;
+	border: 1px solid var(--l2-border);
 }

-.content {
-	flex: 1;
+.statusTitle {
+	margin-bottom: 16px;
+	color: var(--l1-foreground);
+	font-family: Inter;
+	font-size: 14px;
+	font-weight: 500;
+	line-height: 20px;
+}
+
+.checkbox {
+	margin-bottom: 8px;
+}
+
+.timeRangeSelectGroup {
 	display: flex;
 	flex-direction: column;
-	gap: 20px;
+	gap: 4px;
+	margin-bottom: 8px;
+}
+
+.timeRangeSelectLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 12px;
+	font-weight: 500;
+	line-height: 18px;
+}
+
+.timeRangeSelect {
+	width: 200px;
+}
+
+.urlGroup {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}
+
+.urlLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 12px;
+	font-weight: 500;
+	line-height: 18px;
+}
+
+.urlContainer {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	padding: 0 4px;
+	border-radius: 4px;
+	border: 1px solid var(--l1-border);
+	background: var(--l3-background);
+}
+
+.urlText {
+	flex: 1;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 13px;
+	line-height: 32px;
+}
+
+.callout {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	margin-top: 12px;
+	padding: 12px 8px;
+	border-radius: 3px;
+	background: color-mix(in srgb, var(--primary-background) 10%, transparent);
+}
+
+.calloutIcon {
+	flex-shrink: 0;
+	color: var(--text-robin-300);
+}
+
+.calloutText {
+	color: var(--text-robin-300);
+	font-family: Inter;
+	font-size: 11px;
+	font-weight: 400;
+	line-height: 16px;
+}
+
+.actions {
+	display: flex;
+	justify-content: flex-end;
+	gap: 8px;
+	margin-top: 32px;
 }
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.tsx
@@ -1,7 +1,7 @@
-import { Globe, RefreshCw, Trash } from '@signozhq/icons';
+import { Globe, Trash } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';

-import styles from './PublicDashboardActions.module.scss';
+import styles from './PublicDashboard.module.scss';

 interface PublicDashboardActionsProps {
 	isPublic: boolean;
@@ -25,7 +25,7 @@ function PublicDashboardActions({
 	onUnpublish,
 }: PublicDashboardActionsProps): JSX.Element {
 	return (
-		<div className={styles.footer}>
+		<div className={styles.actions}>
 			{isPublic ? (
 				<>
 					<Button
@@ -33,22 +33,22 @@ function PublicDashboardActions({
 						color="destructive"
 						disabled={disabled}
 						loading={isUnpublishing}
-						prefix={<Trash size={15} />}
+						prefix={<Trash size={14} />}
 						testId="public-dashboard-unpublish"
 						onClick={onUnpublish}
 					>
-						Unpublish Dashboard
+						Unpublish dashboard
 					</Button>
 					<Button
 						variant="solid"
 						color="primary"
 						disabled={disabled}
 						loading={isUpdating}
-						prefix={<RefreshCw size={15} />}
+						prefix={<Globe size={14} />}
 						testId="public-dashboard-update"
 						onClick={onUpdate}
 					>
-						Update Dashboard
+						Update published dashboard
 					</Button>
 				</>
 			) : (
@@ -57,11 +57,11 @@ function PublicDashboardActions({
 					color="primary"
 					disabled={disabled}
 					loading={isPublishing}
-					prefix={<Globe size={15} />}
+					prefix={<Globe size={14} />}
 					testId="public-dashboard-publish"
 					onClick={onPublish}
 				>
-					Publish Dashboard
+					Publish dashboard
 				</Button>
 			)}
 		</div>
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.module.scss
@@ -1,12 +0,0 @@
-.footer {
-	position: sticky;
-	z-index: 1;
-	flex: none;
-	display: flex;
-	align-items: center;
-	justify-content: flex-end;
-	gap: 12px;
-	margin-top: 10px;
-	padding-top: 14px;
-	border-top: 1px solid var(--l2-border);
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardCallout.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardCallout.tsx
@@ -0,0 +1,17 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+function PublicDashboardCallout(): JSX.Element {
+	return (
+		<div className={styles.callout}>
+			<Info size={12} className={styles.calloutIcon} />
+			<Typography.Text className={styles.calloutText}>
+				Dashboard variables won&apos;t work in public dashboards
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default PublicDashboardCallout;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.module.scss
@@ -1,19 +0,0 @@
-.hint {
-	display: flex;
-	align-items: flex-start;
-	gap: 8px;
-	padding-top: 2px;
-	color: var(--l3-foreground);
-}
-
-.hintIcon {
-	flex: none;
-	margin-top: 1px;
-	color: var(--l3-foreground);
-}
-
-.hintText {
-	color: var(--l3-foreground);
-	font-size: 12px;
-	line-height: 1.5;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.tsx
@@ -1,17 +0,0 @@
-import { Info } from '@signozhq/icons';
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './PublicDashboardHint.module.scss';
-
-function PublicDashboardHint(): JSX.Element {
-	return (
-		<div className={styles.hint}>
-			<Info size={14} className={styles.hintIcon} />
-			<Typography.Text className={styles.hintText}>
-				Dashboard variables aren&apos;t supported on public links.
-			</Typography.Text>
-		</div>
-	);
-}
-
-export default PublicDashboardHint;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.tsx
@@ -1,9 +1,9 @@
+import { Checkbox } from '@signozhq/ui/checkbox';
 import { SelectSimple } from '@signozhq/ui/select';
-import { Switch } from '@signozhq/ui/switch';
 import { Typography } from '@signozhq/ui/typography';
-import { RelativeDurationOptions } from 'container/TopNav/DateTimeSelectionV2/constants';

-import styles from './PublicDashboardSettingsForm.module.scss';
+import { TIME_RANGE_PRESETS_OPTIONS } from './constants';
+import styles from './PublicDashboard.module.scss';

 interface PublicDashboardSettingsFormProps {
 	timeRangeEnabled: boolean;
@@ -22,29 +22,28 @@ function PublicDashboardSettingsForm({
 }: PublicDashboardSettingsFormProps): JSX.Element {
 	return (
 		<>
-			<div className={styles.switchRow}>
-				<Switch
-					testId="public-dashboard-time-range-toggle"
-					value={timeRangeEnabled}
-					disabled={disabled}
-					onChange={onTimeRangeEnabledChange}
-				>
-					Enable time range
-				</Switch>
-			</div>
+			<Checkbox
+				id="public-dashboard-enable-time-range"
+				className={styles.checkbox}
+				testId="public-dashboard-time-range-toggle"
+				value={timeRangeEnabled}
+				disabled={disabled}
+				onChange={(checked): void => onTimeRangeEnabledChange(checked === true)}
+			>
+				Enable time range
+			</Checkbox>

-			<div className={styles.fieldGroup}>
-				<Typography.Text className={styles.fieldLabel}>
+			<div className={styles.timeRangeSelectGroup}>
+				<Typography.Text className={styles.timeRangeSelectLabel}>
 					Default time range
 				</Typography.Text>
 				<SelectSimple
 					className={styles.timeRangeSelect}
 					testId="public-dashboard-default-time-range"
 					placeholder="Select default time range"
-					items={RelativeDurationOptions}
+					items={TIME_RANGE_PRESETS_OPTIONS}
 					value={defaultTimeRange}
 					disabled={disabled}
-					withPortal={false}
 					onChange={(value): void => onDefaultTimeRangeChange(value as string)}
 				/>
 			</div>
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.module.scss
@@ -1,34 +0,0 @@
-.switchRow {
-	display: flex;
-	align-items: center;
-}
-
-.fieldGroup {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-
-	// Render the (non-portaled) dropdown above the drawer.
-	[data-radix-popper-content-wrapper] {
-		z-index: 1100 !important;
-	}
-
-	// Radix sets --radix-select-trigger-width on the content element (the wrapper's
-	// child), so match it there to make the dropdown take the input's width.
-	// SelectSimple exposes no content className, hence the descendant selector.
-	[data-radix-popper-content-wrapper] > * {
-		width: var(--radix-select-trigger-width);
-		min-width: var(--radix-select-trigger-width);
-	}
-}
-
-.fieldLabel {
-	color: var(--l2-foreground);
-	font-size: 12px;
-	font-weight: 500;
-	line-height: 1;
-}
-
-.timeRangeSelect {
-	width: 100%;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus.tsx
@@ -0,0 +1,21 @@
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+interface PublicDashboardStatusProps {
+	isPublic: boolean;
+}
+
+function PublicDashboardStatus({
+	isPublic,
+}: PublicDashboardStatusProps): JSX.Element {
+	return (
+		<Typography.Text className={styles.statusTitle}>
+			{isPublic
+				? 'This dashboard is publicly accessible. Anyone with the link can view it.'
+				: 'This dashboard is private. Publish it to make it accessible to anyone with the link.'}
+		</Typography.Text>
+	);
+}
+
+export default PublicDashboardStatus;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.module.scss
@@ -1,67 +0,0 @@
-.statusStrip {
-	display: flex;
-	align-items: center;
-	gap: 13px;
-	padding: 14px 16px;
-	border-radius: 8px;
-	border: 1px solid var(--l2-border);
-	background: var(--l1-background);
-}
-
-.statusStripLive {
-	border-color: var(--callout-primary-border);
-	background: var(--callout-primary-background);
-}
-
-.statusMedallion {
-	display: flex;
-	align-items: center;
-	justify-content: center;
-	flex: none;
-	width: 38px;
-	height: 38px;
-	border-radius: 6px;
-	border: 1px solid var(--l2-border);
-	background: var(--l3-background);
-	color: var(--l2-foreground);
-}
-
-.statusMedallionLive {
-	border-color: var(--callout-primary-border);
-	background: var(--callout-primary-background);
-	color: var(--callout-primary-icon);
-}
-
-.statusBody {
-	flex: 1;
-	min-width: 0;
-	display: flex;
-	flex-direction: column;
-}
-
-.statusTitle {
-	color: var(--l1-foreground);
-	font-size: 14px;
-	font-weight: 600;
-	line-height: 1.2;
-}
-
-.statusSubtitle {
-	margin-top: 2px;
-	color: var(--l3-foreground);
-	font-size: 13px;
-	line-height: 1.35;
-}
-
-.statusSubtitleLive {
-	color: var(--l2-foreground);
-}
-
-.statusBadgeDot {
-	display: inline-block;
-	width: 6px;
-	height: 6px;
-	border-radius: 50%;
-	margin-right: 6px;
-	background: currentColor;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.tsx
@@ -1,50 +0,0 @@
-import { Globe, LockKeyhole } from '@signozhq/icons';
-import { Badge } from '@signozhq/ui/badge';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-
-import styles from './PublicDashboardStatus.module.scss';
-
-interface PublicDashboardStatusProps {
-	isPublic: boolean;
-}
-
-function PublicDashboardStatus({
-	isPublic,
-}: PublicDashboardStatusProps): JSX.Element {
-	return (
-		<div
-			className={cx(styles.statusStrip, { [styles.statusStripLive]: isPublic })}
-		>
-			<span
-				className={cx(styles.statusMedallion, {
-					[styles.statusMedallionLive]: isPublic,
-				})}
-			>
-				{isPublic ? <Globe size={18} /> : <LockKeyhole size={18} />}
-			</span>
-
-			<div className={styles.statusBody}>
-				<Typography.Text className={styles.statusTitle}>
-					{isPublic ? 'This dashboard is live' : 'This dashboard is private'}
-				</Typography.Text>
-				<Typography.Text
-					className={cx(styles.statusSubtitle, {
-						[styles.statusSubtitleLive]: isPublic,
-					})}
-				>
-					{isPublic
-						? 'Anyone with the link can view it — no account needed.'
-						: 'Publish it to share a read-only view with anyone who has the link.'}
-				</Typography.Text>
-			</div>
-
-			<Badge variant="outline" color={isPublic ? 'robin' : 'secondary'}>
-				<span className={styles.statusBadgeDot} />
-				{isPublic ? 'Public' : 'Private'}
-			</Badge>
-		</div>
-	);
-}
-
-export default PublicDashboardStatus;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl.tsx
@@ -0,0 +1,49 @@
+import { Copy, ExternalLink } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+interface PublicDashboardUrlProps {
+	url: string;
+	onCopy: () => void;
+	onOpen: () => void;
+}
+
+function PublicDashboardUrl({
+	url,
+	onCopy,
+	onOpen,
+}: PublicDashboardUrlProps): JSX.Element {
+	return (
+		<div className={styles.urlGroup}>
+			<Typography.Text className={styles.urlLabel}>
+				Public dashboard URL
+			</Typography.Text>
+
+			<div className={styles.urlContainer}>
+				<Typography.Text className={styles.urlText}>{url}</Typography.Text>
+				<Button
+					variant="ghost"
+					size="icon"
+					aria-label="Copy public dashboard URL"
+					testId="public-dashboard-copy-url"
+					onClick={onCopy}
+				>
+					<Copy size={14} />
+				</Button>
+				<Button
+					variant="ghost"
+					size="icon"
+					aria-label="Open public dashboard in new tab"
+					testId="public-dashboard-open-url"
+					onClick={onOpen}
+				>
+					<ExternalLink size={14} />
+				</Button>
+			</div>
+		</div>
+	);
+}
+
+export default PublicDashboardUrl;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.module.scss
@@ -1,69 +0,0 @@
-.fieldGroup {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
-.fieldLabel {
-	color: var(--l2-foreground);
-	font-size: 12px;
-	font-weight: 500;
-	line-height: 1;
-}
-
-.linkPlaceholder {
-	display: flex;
-	align-items: center;
-	gap: 9px;
-	height: 40px;
-	padding: 0 12px;
-	border-radius: 6px;
-	border: 1px dashed var(--l2-border);
-	background: var(--l1-background);
-	color: var(--l3-foreground);
-}
-
-.linkPlaceholderIcon {
-	flex: none;
-	color: var(--l3-foreground);
-}
-
-.linkPlaceholderText {
-	color: var(--l3-foreground);
-	font-size: 13px;
-	line-height: 1;
-}
-
-.linkField {
-	display: flex;
-	align-items: center;
-	gap: 2px;
-	height: 40px;
-	padding: 0 5px 0 12px;
-	border-radius: 6px;
-	border: 1px solid var(--l2-border);
-	background: var(--l1-background);
-
-	&:hover {
-		border-color: var(--l3-border);
-	}
-}
-
-.linkUrl {
-	flex: 1;
-	min-width: 0;
-	overflow: hidden;
-	text-overflow: ellipsis;
-	white-space: nowrap;
-	color: var(--l2-foreground);
-	font-family: var(--font-mono, 'Geist Mono'), monospace;
-	font-size: 13px;
-	line-height: 1;
-}
-
-.linkDivider {
-	width: 1px;
-	height: 20px;
-	margin: 0 4px;
-	background: var(--l2-border);
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.tsx
@@ -1,59 +0,0 @@
-import { Copy, ExternalLink, Link2 } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './PublicDashboardUrl.module.scss';
-
-interface PublicDashboardUrlProps {
-	isPublic: boolean;
-	url: string;
-	onCopy: () => void;
-	onOpen: () => void;
-}
-
-function PublicDashboardUrl({
-	isPublic,
-	url,
-	onCopy,
-	onOpen,
-}: PublicDashboardUrlProps): JSX.Element {
-	return (
-		<div className={styles.fieldGroup}>
-			<Typography.Text className={styles.fieldLabel}>Public link</Typography.Text>
-
-			{isPublic ? (
-				<div className={styles.linkField}>
-					<Typography.Text className={styles.linkUrl}>{url}</Typography.Text>
-					<span className={styles.linkDivider} />
-					<Button
-						variant="ghost"
-						size="icon"
-						aria-label="Copy link"
-						testId="public-dashboard-copy-url"
-						onClick={onCopy}
-					>
-						<Copy size={15} />
-					</Button>
-					<Button
-						variant="ghost"
-						size="icon"
-						aria-label="Open link"
-						testId="public-dashboard-open-url"
-						onClick={onOpen}
-					>
-						<ExternalLink size={15} />
-					</Button>
-				</div>
-			) : (
-				<div className={styles.linkPlaceholder}>
-					<Link2 size={15} className={styles.linkPlaceholderIcon} />
-					<Typography.Text className={styles.linkPlaceholderText}>
-						Your shareable link will appear here once published
-					</Typography.Text>
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default PublicDashboardUrl;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/constants.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/constants.ts
@@ -0,0 +1,14 @@
+export interface TimeRangePresetOption {
+	label: string;
+	value: string;
+}
+
+// Default time-range presets offered for the public dashboard viewer.
+export const TIME_RANGE_PRESETS_OPTIONS: TimeRangePresetOption[] = [
+	{ label: 'Last 5 minutes', value: '5m' },
+	{ label: 'Last 15 minutes', value: '15m' },
+	{ label: 'Last 30 minutes', value: '30m' },
+	{ label: 'Last 1 hour', value: '1h' },
+	{ label: 'Last 6 hours', value: '6h' },
+	{ label: 'Last 1 day', value: '24h' },
+];
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/index.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/index.tsx
@@ -1,10 +1,10 @@
 import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';

-import PublicDashboardActions from './PublicDashboardActions/PublicDashboardActions';
-import PublicDashboardHint from './PublicDashboardHint/PublicDashboardHint';
-import PublicDashboardSettingsForm from './PublicDashboardSettingsForm/PublicDashboardSettingsForm';
-import PublicDashboardStatus from './PublicDashboardStatus/PublicDashboardStatus';
-import PublicDashboardUrl from './PublicDashboardUrl/PublicDashboardUrl';
+import PublicDashboardActions from './PublicDashboardActions';
+import PublicDashboardCallout from './PublicDashboardCallout';
+import PublicDashboardSettingsForm from './PublicDashboardSettingsForm';
+import PublicDashboardStatus from './PublicDashboardStatus';
+import PublicDashboardUrl from './PublicDashboardUrl';
 import { usePublicDashboard } from './usePublicDashboard';
 import styles from './PublicDashboard.module.scss';

@@ -37,27 +37,22 @@ function PublicDashboardSettings({
 	const controlsDisabled = isLoading || !isAdmin;

 	return (
-		<div className={styles.publishTab}>
-			<div className={styles.content}>
-				<PublicDashboardStatus isPublic={isPublic} />
+		<div className={styles.publicDashboardCard}>
+			<PublicDashboardStatus isPublic={isPublic} />

-				<PublicDashboardUrl
-					isPublic={isPublic}
-					url={publicUrl}
-					onCopy={onCopyUrl}
-					onOpen={onOpenUrl}
-				/>
+			<PublicDashboardSettingsForm
+				timeRangeEnabled={timeRangeEnabled}
+				defaultTimeRange={defaultTimeRange}
+				disabled={controlsDisabled}
+				onTimeRangeEnabledChange={setTimeRangeEnabled}
+				onDefaultTimeRangeChange={setDefaultTimeRange}
+			/>

-				<PublicDashboardSettingsForm
-					timeRangeEnabled={timeRangeEnabled}
-					defaultTimeRange={defaultTimeRange}
-					disabled={controlsDisabled}
-					onTimeRangeEnabledChange={setTimeRangeEnabled}
-					onDefaultTimeRangeChange={setDefaultTimeRange}
-				/>
-			</div>
+			{isPublic && (
+				<PublicDashboardUrl url={publicUrl} onCopy={onCopyUrl} onOpen={onOpenUrl} />
+			)}

-			<PublicDashboardHint />
+			<PublicDashboardCallout />

 			<PublicDashboardActions
 				isPublic={isPublic}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboard.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboard.ts
@@ -6,6 +6,7 @@ import {
 	invalidateGetPublicDashboard,
 	useCreatePublicDashboard,
 	useDeletePublicDashboard,
+	useGetPublicDashboard,
 	useUpdatePublicDashboard,
 } from 'api/generated/services/dashboard';
 import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constants';
@@ -16,8 +17,6 @@ import { USER_ROLES } from 'types/roles';
 import { getAbsoluteUrl } from 'utils/basePath';
 import { openInNewTab } from 'utils/navigation';

-import { usePublicDashboardMeta } from './usePublicDashboardMeta';
-
 export interface UsePublicDashboardReturn {
 	isPublic: boolean;
 	isAdmin: boolean;
@@ -55,16 +54,22 @@ export function usePublicDashboard(
 	const [defaultTimeRange, setDefaultTimeRange] =
 		useState<string>(DEFAULT_TIME_RANGE);

-	// Read the shared public-meta cache — the GET is owned globally (toolbar), so the
-	// drawer reuses it rather than issuing its own request.
 	const {
-		publicMeta,
-		isPublic,
+		data,
 		isLoading: isLoadingMeta,
 		isFetching,
 		error,
 		refetch,
-	} = usePublicDashboardMeta(dashboardId);
+	} = useGetPublicDashboard(
+		{ id: dashboardId },
+		{ query: { enabled: !!dashboardId, retry: false } },
+	);
+
+	// react-query retains the last successful `data` even after a refetch errors, so
+	// after unpublishing (the refetch 404s) `data` still holds the old publicPath.
+	// Gate on `!error` so the UI flips back to the private state.
+	const publicMeta = error ? undefined : data?.data;
+	const isPublic = !!publicMeta?.publicPath;

 	// Seed form state from the server config when published.
 	useEffect(() => {
@@ -98,7 +103,7 @@ export function usePublicDashboard(
 		(message: string): void => {
 			toast.success(message);
 			void invalidateGetPublicDashboard(queryClient, { id: dashboardId });
-			refetch();
+			void refetch();
 		},
 		[queryClient, dashboardId, refetch],
 	);
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboardMeta.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboardMeta.ts
@@ -1,65 +0,0 @@
-import { useMemo } from 'react';
-import { useGetPublicDashboard } from 'api/generated/services/dashboard';
-import type { DashboardtypesGettablePublicDasbhboardDTO } from 'api/generated/services/sigNoz.schemas';
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-
-export interface UsePublicDashboardMetaReturn {
-	publicMeta: DashboardtypesGettablePublicDasbhboardDTO | undefined;
-	isPublic: boolean;
-	isLoading: boolean;
-	isFetching: boolean;
-	error: unknown;
-	refetch: () => void;
-}
-
-// How long a fetched result stays fresh before a natural trigger may refresh it.
-const PUBLIC_META_STALE_TIME = 5 * 60 * 1000;
-
-/**
- * Single source of truth for a dashboard's public-sharing meta. Keyed by dashboard
- * id via the generated query, so the GET happens once globally (the toolbar mounts it
- * with the dashboard) and every other caller — the publish settings drawer — reads the
- * same cache instead of issuing its own request. A mutation that invalidates
- * getGetPublicDashboardQueryKey refreshes all consumers at once.
- *
- * Only fetched on cloud / enterprise tenants, where public dashboards are available.
- */
-export function usePublicDashboardMeta(
-	dashboardId: string,
-): UsePublicDashboardMetaReturn {
-	const { isCloudUser, isEnterpriseSelfHostedUser } = useGetTenantLicense();
-	const enabled = !!dashboardId && (isCloudUser || isEnterpriseSelfHostedUser);
-
-	const { data, isLoading, isFetching, error, refetch } = useGetPublicDashboard(
-		{ id: dashboardId },
-		{
-			query: {
-				enabled,
-				retry: false,
-				// refetchOnMount: false stops opening the drawer / switching to the Publish
-				// tab from refiring the GET — it reuses the toolbar's cached result. A finite
-				// staleTime still lets it refresh naturally once the data ages, and mutations
-				// invalidate the key to refresh the published state immediately.
-				staleTime: PUBLIC_META_STALE_TIME,
-				refetchOnMount: false,
-			},
-		},
-	);
-
-	// react-query retains the last successful `data` after a refetch errors (e.g. the
-	// 404 once a dashboard is unpublished), so gate on the error to reflect the
-	// private state.
-	const publicMeta = error ? undefined : data?.data;
-
-	return useMemo(
-		() => ({
-			publicMeta,
-			isPublic: !!publicMeta?.publicPath,
-			isLoading,
-			isFetching,
-			error,
-			refetch,
-		}),
-		[publicMeta, isLoading, isFetching, error, refetch],
-	);
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.module.scss
@@ -1,11 +0,0 @@
-.noData {
-	display: flex;
-	justify-content: center;
-	align-items: center;
-	width: 100%;
-	height: 100%;
-}
-
-.noDataText {
-	font-size: 14px;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.tsx
@@ -1,28 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './NoData.module.scss';
-
-interface NoDataProps {
-	/** Message to display. Defaults to "No data". */
-	label?: string;
-	'data-testid'?: string;
-}
-
-/**
- * Shared empty-state for panel renderers, shown when a query resolves but
- * returns nothing to plot. Centred in the panel body so every panel kind
- * surfaces the same "No data" affordance instead of each renderer (or its
- * underlying chart) inventing its own copy and casing.
- */
-function NoData({
-	label = 'No data',
-	'data-testid': testId = 'panel-no-data',
-}: NoDataProps): JSX.Element {
-	return (
-		<div className={styles.noData} data-testid={testId}>
-			<Typography.Text className={styles.noDataText}>{label}</Typography.Text>
-		</div>
-	);
-}
-
-export default NoData;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useGroupByPerQuery.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useGroupByPerQuery.ts
@@ -1,30 +0,0 @@
-import { useMemo } from 'react';
-import type { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
-import type { BuilderQuery } from 'types/api/v5/queryRange';
-
-/**
- * Builds a record keyed by builder-query name to that query's groupBy keys
- * in the V1 `BaseAutocompleteData` shape — the shape `TimeSeries` and the
- * tooltip plugin consume. Conversion from v5 `GroupByKey` lives at this one
- * call site that needs the V1 shape; the rest of V2 panel code stays on
- * v5 types.
- */
-export function useGroupByPerQuery(
-	builderQueries: BuilderQuery[],
-): Record<string, BaseAutocompleteData[]> {
-	return useMemo(() => {
-		const result: Record<string, BaseAutocompleteData[]> = {};
-		builderQueries.forEach((q) => {
-			if (!q.name) {
-				return;
-			}
-			result[q.name] = (q.groupBy ?? []).map((g) => ({
-				key: g.name,
-				dataType: g.fieldDataType as BaseAutocompleteData['dataType'],
-				type: (g.fieldContext as BaseAutocompleteData['type']) ?? '',
-				id: '',
-			}));
-		});
-		return result;
-	}, [builderQueries]);
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useResponsiveFontSize.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useResponsiveFontSize.ts
@@ -1,48 +0,0 @@
-import { RefObject, useEffect, useRef, useState } from 'react';
-
-const MIN_FONT_PX = 16;
-const MAX_FONT_PX = 60;
-// The value font is sized to a fraction of the container's smaller dimension so
-// it scales with the panel without overflowing.
-const FONT_SCALE_DIVISOR = 5;
-
-/**
- * Sizes a single large value to its container, recomputing on resize via a
- * ResizeObserver. Returns the ref to attach to the container and the current
- * font size (px) to apply to the value text.
- */
-export function useResponsiveFontSize(): {
-	containerRef: RefObject<HTMLDivElement>;
-	fontSize: string;
-} {
-	const containerRef = useRef<HTMLDivElement>(null);
-	const [fontSize, setFontSize] = useState('2.5vw');
-
-	useEffect(() => {
-		const updateFontSize = (): void => {
-			if (!containerRef.current) {
-				return;
-			}
-			const { width, height } = containerRef.current.getBoundingClientRect();
-			const minDimension = Math.min(width, height);
-			const newSize = Math.max(
-				Math.min(minDimension / FONT_SCALE_DIVISOR, MAX_FONT_PX),
-				MIN_FONT_PX,
-			);
-			setFontSize(`${newSize}px`);
-		};
-
-		updateFontSize();
-
-		const resizeObserver = new ResizeObserver(updateFontSize);
-		if (containerRef.current) {
-			resizeObserver.observe(containerRef.current);
-		}
-
-		return (): void => {
-			resizeObserver.disconnect();
-		};
-	}, []);
-
-	return { containerRef, fontSize };
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/Renderer.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/Renderer.tsx
@@ -1,175 +0,0 @@
-import { useCallback, useMemo, useRef } from 'react';
-import type { DashboardtypesBarChartPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
-import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
-import TooltipFooter from 'container/DashboardContainer/visualization/panels/components/TooltipFooter';
-import { useIsDarkMode } from 'hooks/useDarkMode';
-import { useResizeObserver } from 'hooks/useDimensions';
-import { IRenderTooltipFooterArgs } from 'lib/uPlotV2/components/types';
-import {
-	flattenTimeSeries,
-	getExecStats,
-	getTimeSeriesResults,
-} from 'pages/DashboardPageV2/DashboardContainer/queryV5/v5ResponseData';
-import { prepareAlignedData } from 'pages/DashboardPageV2/DashboardContainer/queryV5/uplotData';
-import { useTimezone } from 'providers/Timezone';
-import type { QueryRangeRequestV5 } from 'types/api/v5/queryRange';
-import { getTimeRangeFromQueryRangeRequest } from 'utils/getTimeRange';
-
-import NoData from '../../components/NoData/NoData';
-import { useGroupByPerQuery } from '../../hooks/useGroupByPerQuery';
-import PanelStyles from '../../panel.module.scss';
-import { PanelRendererProps } from '../../types/rendererProps';
-import {
-	resolveDecimalPrecision,
-	resolveLegendPosition,
-} from '../../utils/chartAppearance/resolvers';
-import { getBuilderQueries } from '../../utils/getBuilderQueries';
-
-import { buildBarChartConfig } from './utils/buildConfig';
-import { ChartClickData } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
-
-function BarPanelRenderer({
-	panelId,
-	panel,
-	data,
-	onClick,
-	onDragSelect,
-	dashboardPreference,
-	panelMode,
-}: PanelRendererProps<'signoz/BarChartPanel'>): JSX.Element {
-	const graphRef = useRef<HTMLDivElement>(null);
-	const containerDimensions = useResizeObserver(graphRef);
-	const isDarkMode = useIsDarkMode();
-	const { timezone } = useTimezone();
-
-	// The registry guarantees this Renderer only runs when
-	// `panel.spec.plugin.kind === 'signoz/BarChartPanel'`, so the cast is a
-	// documented boundary narrowing.
-	const spec = useMemo<DashboardtypesBarChartPanelSpecDTO>(
-		() => panel.spec.plugin.spec as DashboardtypesBarChartPanelSpecDTO,
-		[panel.spec.plugin.spec],
-	);
-
-	const builderQueries = useMemo(
-		() => getBuilderQueries(panel.spec.queries),
-		[panel.spec.queries],
-	);
-
-	// X-scale clamps come from the request that produced the data (falls back
-	// to the global picker inside the helper). The generated request DTO is
-	// structurally the hand-written V5 request; the cast is the boundary.
-	const { minTimeScale, maxTimeScale } = useMemo(() => {
-		const { startTime, endTime } = getTimeRangeFromQueryRangeRequest(
-			data.requestPayload as unknown as QueryRangeRequestV5 | undefined,
-		);
-		return { minTimeScale: startTime, maxTimeScale: endTime };
-	}, [data.requestPayload]);
-
-	const groupByPerQuery = useGroupByPerQuery(builderQueries);
-
-	const flatSeries = useMemo(
-		() =>
-			flattenTimeSeries(getTimeSeriesResults(data.response), data.legendMap ?? {}),
-		[data.response, data.legendMap],
-	);
-
-	const config = useMemo(
-		() =>
-			buildBarChartConfig({
-				panelId,
-				spec,
-				builderQueries,
-				series: flatSeries,
-				stepIntervals: getExecStats(data.response)?.stepIntervals,
-				isDarkMode,
-				timezone,
-				panelMode,
-				minTimeScale,
-				maxTimeScale,
-				onDragSelect,
-			}),
-		[
-			panelId,
-			spec,
-			builderQueries,
-			flatSeries,
-			data.response,
-			isDarkMode,
-			timezone,
-			panelMode,
-			minTimeScale,
-			maxTimeScale,
-			onDragSelect,
-			// `config` gets mutated by TooltipPlugin (config.setCursor for cursor sync).
-			// Rebuild it on syncMode changes so the new chart instance starts from a
-			// clean config — otherwise switching to "No Sync" would inherit stale sync
-			// settings from the previous mode.
-			dashboardPreference?.syncMode,
-		],
-	);
-
-	const chartData = useMemo(() => prepareAlignedData(flatSeries), [flatSeries]);
-
-	const decimalPrecision = useMemo(
-		() => resolveDecimalPrecision(spec.formatting?.decimalPrecision),
-		[spec.formatting?.decimalPrecision],
-	);
-
-	const legendPosition = useMemo(() => {
-		return resolveLegendPosition(spec.legend?.position);
-	}, [spec.legend?.position]);
-
-	const renderTooltipFooter = useCallback(
-		({ isPinned, dismiss }: IRenderTooltipFooterArgs) => (
-			<TooltipFooter id={panelId} isPinned={isPinned} dismiss={dismiss} />
-		),
-		[panelId],
-	);
-
-	// The uPlot key prop is the only way to force a full teardown and re-mount
-	// of the chart. Including syncMode/syncFilterMode in the key ensures changes
-	// to these preferences trigger a fresh chart instance, preventing stale
-	// sync wiring from being inherited.
-	const key = `${dashboardPreference?.syncMode}-${dashboardPreference?.syncFilterMode}`;
-
-	const handleChartClick = useCallback(
-		(args: ChartClickData) => {
-			onClick?.(args);
-		},
-		[onClick],
-	);
-
-	return (
-		<div
-			ref={graphRef}
-			data-testid="bar-panel-renderer"
-			className={PanelStyles.panelContainer}
-		>
-			{flatSeries.length === 0 && <NoData />}
-			{flatSeries.length > 0 &&
-				containerDimensions.width > 0 &&
-				containerDimensions.height > 0 && (
-					<BarChart
-						key={key}
-						config={config}
-						data={chartData}
-						legendConfig={{ position: legendPosition }}
-						groupByPerQuery={groupByPerQuery}
-						canPinTooltip
-						timezone={timezone}
-						yAxisUnit={spec.formatting?.unit}
-						decimalPrecision={decimalPrecision}
-						width={containerDimensions.width}
-						height={containerDimensions.height}
-						syncMode={dashboardPreference?.syncMode}
-						syncFilterMode={dashboardPreference?.syncFilterMode}
-						isStackedBarChart={spec.visualization?.stackedBarChart ?? false}
-						renderTooltipFooter={renderTooltipFooter}
-						onClick={handleChartClick}
-					/>
-				)}
-		</div>
-	);
-}
-
-export default BarPanelRenderer;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/definition.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/definition.ts
@@ -1,13 +0,0 @@
-import { DataSource } from 'types/common/queryBuilder';
-
-import type { PanelDefinition } from '../../types/panelDefinition';
-import Renderer from './Renderer';
-import { sections } from './sections';
-
-export const definition: PanelDefinition<'signoz/BarChartPanel'> = {
-	kind: 'signoz/BarChartPanel',
-	displayName: 'Bar Chart',
-	Renderer,
-	sections,
-	supportedSignals: [DataSource.METRICS, DataSource.LOGS, DataSource.TRACES],
-};
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/sections.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/sections.ts
@@ -1,9 +0,0 @@
-import type { SectionConfig } from '../../types/sections';
-
-export const sections: SectionConfig[] = [
-	{ kind: 'formatting', controls: { unit: true, decimals: true } },
-	{ kind: 'axes', controls: { minMax: true, unit: true, logScale: true } },
-	{ kind: 'legend', controls: { position: true, mode: true } },
-	{ kind: 'thresholds', controls: { list: true } },
-	{ kind: 'chartAppearance', controls: { stacked: true } },
-];
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/utils/buildConfig.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/utils/buildConfig.ts
@@ -1,138 +0,0 @@
-import type { DashboardtypesBarChartPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
-import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { getInitialStackedBands } from 'container/DashboardContainer/visualization/charts/utils/stackSeriesUtils';
-import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
-import { buildBaseConfig } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/baseConfigBuilder';
-import { resolveSeriesLabelV5 } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/resolveSeriesLabel';
-import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
-import { toClickPluginPayload } from 'pages/DashboardPageV2/DashboardContainer/queryV5/uplotData';
-import getLabelName from 'lib/getLabelName';
-import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
-import { DrawStyle } from 'lib/uPlotV2/config/types';
-import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import type { BuilderQuery } from 'types/api/v5/queryRange';
-
-export interface BuildBarChartConfigArgs {
-	panelId: string;
-	spec: DashboardtypesBarChartPanelSpecDTO;
-	/**
-	 * Flat list of builder queries on this panel (see `getBuilderQueries`).
-	 * Powers per-query legend resolution; empty for non-builder panels.
-	 */
-	builderQueries: BuilderQuery[];
-	/** Flattened V5 series (see `flattenTimeSeries`). */
-	series: PanelSeries[];
-	/** Per-query step intervals from the response exec stats. */
-	stepIntervals?: Record<string, number>;
-	isDarkMode: boolean;
-	timezone: Timezone;
-	panelMode: PanelMode;
-	onDragSelect?: (start: number, end: number) => void;
-	onClick?: OnClickPluginOpts['onClick'];
-	minTimeScale?: number;
-	maxTimeScale?: number;
-}
-
-/**
- * Builds a fully-wired `UPlotConfigBuilder` for a Bar chart panel.
- *
- * Delegates the panel-agnostic scaffolding (scales, thresholds, axes,
- * drag-to-zoom, click plugin) to the shared `buildBaseConfig`, then layers
- * in the Bar-specific concerns: optional stacking via uPlot bands, plus
- * one bar series per result row.
- */
-export function buildBarChartConfig({
-	panelId,
-	spec,
-	builderQueries,
-	series,
-	stepIntervals,
-	isDarkMode,
-	timezone,
-	panelMode,
-	onDragSelect,
-	onClick,
-	minTimeScale,
-	maxTimeScale,
-}: BuildBarChartConfigArgs): UPlotConfigBuilder {
-	const builder = buildBaseConfig({
-		panelId,
-		panelType: PANEL_TYPES.BAR,
-		isDarkMode,
-		timezone,
-		panelMode,
-		isLogScale: spec.axes?.isLogScale,
-		softMin: spec.axes?.softMin ?? undefined,
-		softMax: spec.axes?.softMax ?? undefined,
-		formatting: spec.formatting,
-		thresholds: spec.thresholds,
-		stepIntervals,
-		clickPayload: toClickPluginPayload(series),
-		minTimeScale,
-		maxTimeScale,
-		onDragSelect,
-		onClick,
-	});
-
-	addSeries({
-		builder,
-		spec,
-		builderQueries,
-		series,
-		stepIntervals,
-		isDarkMode,
-	});
-
-	return builder;
-}
-
-interface AddSeriesArgs {
-	builder: UPlotConfigBuilder;
-	spec: DashboardtypesBarChartPanelSpecDTO;
-	builderQueries: BuilderQuery[];
-	series: PanelSeries[];
-	stepIntervals?: Record<string, number>;
-	isDarkMode: boolean;
-}
-
-/**
- * Adds one bar series per flattened V5 series, plus uPlot bands for stacking
- * when `spec.visualization.stackedBarChart` is set. Each series receives its
- * own per-query step interval so bar widths line up with the actual
- * sampling cadence reported by the backend.
- *
- * Order must match `prepareAlignedData` — both iterate the same flat list.
- */
-function addSeries({
-	builder,
-	spec,
-	builderQueries,
-	series,
-	stepIntervals,
-	isDarkMode,
-}: AddSeriesArgs): void {
-	const colorMapping = spec.legend?.customColors ?? {};
-
-	if (spec.visualization?.stackedBarChart) {
-		// uPlot uses 1-based series indices (index 0 is the timestamp axis);
-		// `+1` keeps the band targets aligned with the series we're about to add.
-		builder.setBands(getInitialStackedBands(series.length + 1));
-	}
-
-	series.forEach((s) => {
-		const baseLabel = getLabelName(s.labels, s.queryName, s.legend);
-		const label = resolveSeriesLabelV5(s, builderQueries, baseLabel);
-		const stepInterval = s.queryName ? stepIntervals?.[s.queryName] : undefined;
-
-		builder.addSeries({
-			scaleKey: 'y',
-			drawStyle: DrawStyle.Bar,
-			label,
-			colorMapping,
-			isDarkMode,
-			stepInterval,
-			metric: s.labels,
-		});
-	});
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/Renderer.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/Renderer.tsx
@@ -1,139 +0,0 @@
-import { useCallback, useMemo, useRef } from 'react';
-import type { DashboardtypesHistogramPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
-import Histogram from 'container/DashboardContainer/visualization/charts/Histogram/Histogram';
-import TooltipFooter from 'container/DashboardContainer/visualization/panels/components/TooltipFooter';
-import { useIsDarkMode } from 'hooks/useDarkMode';
-import { useResizeObserver } from 'hooks/useDimensions';
-import { IRenderTooltipFooterArgs } from 'lib/uPlotV2/components/types';
-import {
-	flattenTimeSeries,
-	getTimeSeriesResults,
-} from 'pages/DashboardPageV2/DashboardContainer/queryV5/v5ResponseData';
-import { useTimezone } from 'providers/Timezone';
-import type uPlot from 'uplot';
-
-import NoData from '../../components/NoData/NoData';
-import PanelStyles from '../../panel.module.scss';
-import { PanelRendererProps } from '../../types/rendererProps';
-import { resolveLegendPosition } from '../../utils/chartAppearance/resolvers';
-import { getBuilderQueries } from '../../utils/getBuilderQueries';
-
-import { buildHistogramConfig } from './utils/buildConfig';
-import { prepareHistogramData } from './prepareData';
-import { ChartClickData } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
-
-function HistogramPanelRenderer({
-	panelId,
-	panel,
-	data,
-	panelMode,
-	onClick,
-}: PanelRendererProps<'signoz/HistogramPanel'>): JSX.Element {
-	const graphRef = useRef<HTMLDivElement>(null);
-	const containerDimensions = useResizeObserver(graphRef);
-	const isDarkMode = useIsDarkMode();
-	const { timezone } = useTimezone();
-
-	// The registry guarantees this Renderer only runs when
-	// `panel.spec.plugin.kind === 'signoz/HistogramPanel'`, so the cast is a
-	// documented boundary narrowing.
-	const spec = useMemo<DashboardtypesHistogramPanelSpecDTO>(
-		() => panel.spec.plugin.spec as DashboardtypesHistogramPanelSpecDTO,
-		[panel.spec.plugin.spec],
-	);
-
-	const builderQueries = useMemo(
-		() => getBuilderQueries(panel.spec.queries),
-		[panel.spec.queries],
-	);
-
-	const flatSeries = useMemo(
-		() =>
-			flattenTimeSeries(getTimeSeriesResults(data.response), data.legendMap ?? {}),
-		[data.response, data.legendMap],
-	);
-
-	const config = useMemo(
-		() =>
-			buildHistogramConfig({
-				panelId,
-				spec,
-				builderQueries,
-				series: flatSeries,
-				isDarkMode,
-				timezone,
-				panelMode,
-			}),
-		[panelId, spec, builderQueries, flatSeries, isDarkMode, timezone, panelMode],
-	);
-
-	const chartData = useMemo(
-		() =>
-			prepareHistogramData({
-				series: flatSeries,
-				bucketWidth: spec.histogramBuckets?.bucketWidth ?? undefined,
-				bucketCount: spec.histogramBuckets?.bucketCount ?? undefined,
-				mergeAllActiveQueries: spec.histogramBuckets?.mergeAllActiveQueries,
-			}),
-		[
-			flatSeries,
-			spec.histogramBuckets?.bucketWidth,
-			spec.histogramBuckets?.bucketCount,
-			spec.histogramBuckets?.mergeAllActiveQueries,
-		],
-	);
-
-	const legendPosition = useMemo(
-		() => resolveLegendPosition(spec.legend?.position),
-		[spec.legend?.position],
-	);
-
-	const renderTooltipFooter = useCallback(
-		({ isPinned, dismiss }: IRenderTooltipFooterArgs) => (
-			<TooltipFooter
-				id={panelId}
-				isPinned={isPinned}
-				dismiss={dismiss}
-				canDrilldown={false}
-			/>
-		),
-		[panelId],
-	);
-
-	const isQueriesMerged = spec.histogramBuckets?.mergeAllActiveQueries ?? false;
-
-	const handleChartClick = useCallback(
-		(args: ChartClickData) => {
-			onClick?.(args);
-		},
-		[onClick],
-	);
-
-	return (
-		<div
-			ref={graphRef}
-			data-testid="histogram-panel-renderer"
-			className={PanelStyles.panelContainer}
-		>
-			{flatSeries.length === 0 && <NoData />}
-			{flatSeries.length > 0 &&
-				containerDimensions.width > 0 &&
-				containerDimensions.height > 0 && (
-					<Histogram
-						key={panelId}
-						config={config}
-						data={chartData as uPlot.AlignedData}
-						legendConfig={{ position: legendPosition }}
-						canPinTooltip
-						isQueriesMerged={isQueriesMerged}
-						width={containerDimensions.width}
-						height={containerDimensions.height}
-						renderTooltipFooter={renderTooltipFooter}
-						onClick={handleChartClick}
-					/>
-				)}
-		</div>
-	);
-}
-
-export default HistogramPanelRenderer;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/definition.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/definition.ts
@@ -1,13 +0,0 @@
-import { DataSource } from 'types/common/queryBuilder';
-
-import type { PanelDefinition } from '../../types/panelDefinition';
-import Renderer from './Renderer';
-import { sections } from './sections';
-
-export const definition: PanelDefinition<'signoz/HistogramPanel'> = {
-	kind: 'signoz/HistogramPanel',
-	displayName: 'Histogram',
-	Renderer,
-	sections,
-	supportedSignals: [DataSource.METRICS, DataSource.LOGS, DataSource.TRACES],
-};
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/prepareData.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/prepareData.ts
@@ -1,148 +0,0 @@
-import { histogramBucketSizes } from '@grafana/data';
-import { DEFAULT_BUCKET_COUNT } from 'container/PanelWrapper/constants';
-import {
-	buildHistogramBuckets,
-	mergeAlignedDataTables,
-	prependNullBinToFirstHistogramSeries,
-	replaceUndefinedWithNullInAlignedData,
-} from 'container/DashboardContainer/visualization/panels/utils/histogram';
-import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
-import { AlignedData } from 'uplot';
-import { incrRoundDn, roundDecimals } from 'utils/round';
-
-export interface PrepareHistogramDataArgs {
-	/** Flattened V5 series (see `flattenTimeSeries`). */
-	series: PanelSeries[];
-	bucketWidth?: number;
-	bucketCount?: number;
-	mergeAllActiveQueries?: boolean;
-}
-
-const BUCKET_OFFSET = 0;
-const sortAscending = (a: number, b: number): number => a - b;
-
-/**
- * Bins raw series values into a uPlot-aligned histogram. Picks a bucket size
- * either from `bucketWidth` (explicit override) or the smallest predefined
- * Grafana bucket that fits the data's `range / bucketCount` target while
- * staying ≥ the data's smallest non-zero delta (so we never sub-divide below
- * the resolution of the input).
- *
- * Empty input → `[[]]` (a valid empty AlignedData uPlot accepts).
- */
-export function prepareHistogramData({
-	series,
-	bucketWidth,
-	bucketCount = DEFAULT_BUCKET_COUNT,
-	mergeAllActiveQueries = false,
-}: PrepareHistogramDataArgs): AlignedData {
-	const values = extractNumericValues(series);
-	if (values.length === 0) {
-		return [[]];
-	}
-
-	const sorted = [...values].sort(sortAscending);
-	const range = sorted[sorted.length - 1] - sorted[0];
-	const smallestDelta = computeSmallestDelta(sorted);
-	let bucketSize = selectBucketSize({
-		range,
-		bucketCount,
-		smallestDelta,
-		bucketWidthOverride: bucketWidth,
-	});
-	if (bucketSize <= 0) {
-		bucketSize = range > 0 ? range / bucketCount : 1;
-	}
-
-	const getBucket = (v: number): number =>
-		roundDecimals(incrRoundDn(v - BUCKET_OFFSET, bucketSize) + BUCKET_OFFSET, 9);
-
-	const frames = buildFrames(series, mergeAllActiveQueries);
-	// Merged mode folds every query into frame 0 and leaves trailing empty
-	// frames — drop those. Per-query mode must keep one column per result row
-	// (even empty queries), or the data column count drifts below the series
-	// count `buildHistogramConfig` adds per row → uPlot renders nothing.
-	const histograms: AlignedData[] = frames
-		.filter((frame) => !mergeAllActiveQueries || frame.length > 0)
-		.map((frame) => buildHistogramBuckets(frame, getBucket, sortAscending));
-
-	if (histograms.length === 0) {
-		return [[]];
-	}
-
-	const merged = mergeAlignedDataTables(histograms);
-	replaceUndefinedWithNullInAlignedData(merged);
-	prependNullBinToFirstHistogramSeries(merged, bucketSize);
-	return merged;
-}
-
-// Non-finite samples degrade to 0 (legacy `parseFloat(...) || 0` parity).
-function toBinnableValue(value: number): number {
-	return Number.isFinite(value) ? value : 0;
-}
-
-function extractNumericValues(series: PanelSeries[]): number[] {
-	const values: number[] = [];
-	for (const s of series) {
-		for (const point of s.values) {
-			values.push(toBinnableValue(point.value));
-		}
-	}
-	return values;
-}
-
-function computeSmallestDelta(sortedValues: number[]): number {
-	if (sortedValues.length <= 1) {
-		return 0;
-	}
-	let smallest = Infinity;
-	for (let i = 1; i < sortedValues.length; i++) {
-		const delta = sortedValues[i] - sortedValues[i - 1];
-		if (delta > 0) {
-			smallest = Math.min(smallest, delta);
-		}
-	}
-	return smallest === Infinity ? 0 : smallest;
-}
-
-function selectBucketSize({
-	range,
-	bucketCount,
-	smallestDelta,
-	bucketWidthOverride,
-}: {
-	range: number;
-	bucketCount: number;
-	smallestDelta: number;
-	bucketWidthOverride?: number;
-}): number {
-	if (bucketWidthOverride != null && bucketWidthOverride > 0) {
-		return bucketWidthOverride;
-	}
-	const targetSize = range / bucketCount;
-	for (const candidate of histogramBucketSizes) {
-		if (targetSize < candidate && candidate >= smallestDelta) {
-			return candidate;
-		}
-	}
-	return 0;
-}
-
-// When merging is on, fold all frames into the first; the trailing empty
-// frames stay in the array so downstream `.filter(length > 0)` drops them.
-function buildFrames(
-	series: PanelSeries[],
-	mergeAllActiveQueries: boolean,
-): number[][] {
-	const frames: number[][] = series.map((s) =>
-		s.values.map((point) => toBinnableValue(point.value)),
-	);
-	if (mergeAllActiveQueries && frames.length > 1) {
-		const first = frames[0];
-		for (let i = 1; i < frames.length; i++) {
-			first.push(...frames[i]);
-			frames[i] = [];
-		}
-	}
-	return frames;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/sections.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/sections.ts
@@ -1,6 +0,0 @@
-import type { SectionConfig } from '../../types/sections';
-
-export const sections: SectionConfig[] = [
-	{ kind: 'legend', controls: { position: true, mode: true } },
-	{ kind: 'buckets', controls: { count: true } },
-];
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/utils/buildConfig.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/utils/buildConfig.ts
@@ -1,129 +0,0 @@
-import type { DashboardtypesHistogramPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
-import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
-import { buildBaseConfig } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/baseConfigBuilder';
-import { resolveSeriesLabelV5 } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/resolveSeriesLabel';
-import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
-import getLabelName from 'lib/getLabelName';
-import { DrawStyle } from 'lib/uPlotV2/config/types';
-import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import type { BuilderQuery } from 'types/api/v5/queryRange';
-
-const POINT_SIZE = 5;
-const BAR_WIDTH_FACTOR = 1;
-// Merged-series colors mirror the V1 default — single histogram bin gets a
-// fixed blue-ish pair so the merged view looks the same as before.
-const MERGED_SERIES_LINE_COLOR = '#3f5ecc';
-const MERGED_SERIES_FILL_COLOR = '#4E74F8';
-
-export interface BuildHistogramConfigArgs {
-	panelId: string;
-	spec: DashboardtypesHistogramPanelSpecDTO;
-	/** Builder queries on this panel — used to resolve per-series labels. */
-	builderQueries: BuilderQuery[];
-	/** Flattened V5 series (see `flattenTimeSeries`). */
-	series: PanelSeries[];
-	isDarkMode: boolean;
-	timezone: Timezone;
-	panelMode: PanelMode;
-}
-
-/**
- * Builds a fully-wired `UPlotConfigBuilder` for a Histogram panel.
- *
- * Unlike time-axis panels, histograms have no time scale and no drag-to-zoom.
- * We still reuse `buildBaseConfig` for the consistent scaffolding (thresholds,
- * axes, click plugin) but then override the X/Y scales to be auto-linear
- * (`time: false, auto: true`) and install a histogram-specific cursor that
- * disables drag-pan and tightens focus proximity.
- */
-export function buildHistogramConfig({
-	panelId,
-	spec,
-	builderQueries,
-	series,
-	isDarkMode,
-	timezone,
-	panelMode,
-}: BuildHistogramConfigArgs): UPlotConfigBuilder {
-	// Histograms have no time axis — no stepIntervals, and no click plugin
-	// (the renderer passes no onClick), so the base config needs no response.
-	const builder = buildBaseConfig({
-		panelId,
-		panelType: PANEL_TYPES.HISTOGRAM,
-		isDarkMode,
-		timezone,
-		panelMode,
-	});
-
-	builder.setCursor({
-		drag: { x: false, y: false, setScale: true },
-		focus: { prox: 1e3 },
-	});
-
-	// Override the time-axis scales from `buildBaseConfig` — histograms are
-	// distribution plots, not time series.
-	builder.addScale({ scaleKey: 'x', time: false, auto: true });
-	builder.addScale({ scaleKey: 'y', time: false, auto: true, min: 0 });
-
-	addSeries({ builder, spec, builderQueries, series, isDarkMode });
-
-	return builder;
-}
-
-interface AddSeriesArgs {
-	builder: UPlotConfigBuilder;
-	spec: DashboardtypesHistogramPanelSpecDTO;
-	builderQueries: BuilderQuery[];
-	series: PanelSeries[];
-	isDarkMode: boolean;
-}
-
-/**
- * Adds histogram bar series to the builder. When `mergeAllActiveQueries` is
- * set, `prepareHistogramData` produces a single Y column, so we add exactly
- * one series with the fixed merged-mode colors. Otherwise one series per
- * result row, with labels resolved via the standard legend matrix.
- */
-function addSeries({
-	builder,
-	spec,
-	builderQueries,
-	series,
-	isDarkMode,
-}: AddSeriesArgs): void {
-	const colorMapping = spec.legend?.customColors ?? {};
-	const mergeAllActiveQueries =
-		spec.histogramBuckets?.mergeAllActiveQueries ?? false;
-
-	if (mergeAllActiveQueries) {
-		builder.addSeries({
-			scaleKey: 'y',
-			label: '',
-			drawStyle: DrawStyle.Histogram,
-			colorMapping,
-			barWidthFactor: BAR_WIDTH_FACTOR,
-			pointSize: POINT_SIZE,
-			lineColor: MERGED_SERIES_LINE_COLOR,
-			fillColor: MERGED_SERIES_FILL_COLOR,
-			isDarkMode,
-		});
-		return;
-	}
-
-	series.forEach((s) => {
-		const baseLabel = getLabelName(s.labels, s.queryName, s.legend);
-		const label = resolveSeriesLabelV5(s, builderQueries, baseLabel);
-
-		builder.addSeries({
-			scaleKey: 'y',
-			label,
-			drawStyle: DrawStyle.Histogram,
-			colorMapping,
-			barWidthFactor: BAR_WIDTH_FACTOR,
-			pointSize: POINT_SIZE,
-			isDarkMode,
-		});
-	});
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/Renderer.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/Renderer.tsx
@@ -1,78 +0,0 @@
-import { useMemo } from 'react';
-import type { DashboardtypesNumberPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
-import { prepareScalarTables } from 'pages/DashboardPageV2/DashboardContainer/queryV5/prepareScalarTables';
-import { getScalarResults } from 'pages/DashboardPageV2/DashboardContainer/queryV5/v5ResponseData';
-
-import NoData from '../../components/NoData/NoData';
-import PanelStyles from '../../panel.module.scss';
-import { PanelRendererProps } from '../../types/rendererProps';
-import { formatPanelValue } from '../../utils/formatPanelValue';
-import { resolveDecimalPrecision } from '../../utils/chartAppearance/resolvers';
-
-import { prepareNumberData } from './prepareData';
-import { mapNumberThresholds } from './utils';
-import ValueDisplay from './components/ValueDisplay/ValueDisplay';
-
-function NumberPanelRenderer({
-	panel,
-	data,
-}: PanelRendererProps<'signoz/NumberPanel'>): JSX.Element {
-	// The registry guarantees this Renderer only runs when
-	// `panel.spec.plugin.kind === 'signoz/NumberPanel'`, so the cast is a
-	// documented boundary narrowing.
-	const spec = useMemo<DashboardtypesNumberPanelSpecDTO>(
-		() => panel.spec.plugin.spec as DashboardtypesNumberPanelSpecDTO,
-		[panel.spec.plugin.spec],
-	);
-
-	const value = useMemo(
-		() =>
-			prepareNumberData(
-				prepareScalarTables({
-					results: getScalarResults(data.response),
-					legendMap: data.legendMap ?? {},
-					requestPayload: data.requestPayload,
-				}),
-			),
-		[data.response, data.legendMap, data.requestPayload],
-	);
-
-	const thresholds = useMemo(
-		() => mapNumberThresholds(spec.thresholds),
-		[spec.thresholds],
-	);
-
-	const decimalPrecision = useMemo(
-		() => resolveDecimalPrecision(spec.formatting?.decimalPrecision),
-		[spec.formatting?.decimalPrecision],
-	);
-
-	const unit = spec.formatting?.unit;
-
-	// Precision is applied regardless of whether a unit is set (see
-	// `formatPanelValue`), so decimal-precision changes always take effect.
-	const formattedValue = useMemo(
-		() => (value === null ? '' : formatPanelValue(value, unit, decimalPrecision)),
-		[value, unit, decimalPrecision],
-	);
-
-	return (
-		<div
-			data-testid="number-panel-renderer"
-			className={PanelStyles.panelContainer}
-		>
-			{value === null ? (
-				<NoData data-testid="number-panel-no-data" />
-			) : (
-				<ValueDisplay
-					value={formattedValue}
-					rawValue={value}
-					thresholds={thresholds}
-					unit={unit}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default NumberPanelRenderer;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/Renderer.test.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/Renderer.test.tsx
@@ -1,163 +0,0 @@
-import {
-	DashboardtypesComparisonOperatorDTO,
-	type DashboardtypesNumberPanelSpecDTO,
-	type DashboardtypesPanelDTO,
-	DashboardtypesThresholdFormatDTO,
-	type QueryRangeV5200,
-} from 'api/generated/services/sigNoz.schemas';
-import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
-import type { PanelQueryData } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
-import { render } from 'tests/test-utils';
-
-import { BaseRendererProps } from '../../../types/rendererProps';
-import BaseNumberPanelRenderer from '../Renderer';
-
-// The kind's interaction map is `Record<string, never>`, which makes the strict
-// `PanelRendererProps<'signoz/NumberPanel'>` intersection impossible to satisfy
-// with a literal. NumberPanel reads no interaction props, so render it against
-// the base prop surface.
-const NumberPanelRenderer =
-	BaseNumberPanelRenderer as React.FC<BaseRendererProps>;
-
-// ValueDisplay observes its container to size the font.
-window.ResizeObserver =
-	window.ResizeObserver ||
-	jest.fn().mockImplementation(() => ({
-		disconnect: jest.fn(),
-		observe: jest.fn(),
-		unobserve: jest.fn(),
-	}));
-
-function panelWith(
-	spec: DashboardtypesNumberPanelSpecDTO,
-): DashboardtypesPanelDTO {
-	return {
-		kind: 'Panel',
-		spec: { plugin: { kind: 'signoz/NumberPanel', spec } },
-	} as unknown as DashboardtypesPanelDTO;
-}
-
-// V5 scalar response: one table per query, value in the aggregation column.
-function dataWith(value: string | number): PanelQueryData {
-	return {
-		response: {
-			status: 'success',
-			data: {
-				type: 'scalar',
-				data: {
-					results: [
-						{
-							queryName: 'A',
-							columns: [
-								{
-									name: '__result',
-									queryName: 'A',
-									columnType: 'aggregation',
-									aggregationIndex: 0,
-								},
-							],
-							data: [[value]],
-						},
-					],
-				},
-			},
-		} as unknown as QueryRangeV5200,
-		requestPayload: undefined,
-		legendMap: {},
-	};
-}
-
-const emptyData: PanelQueryData = {
-	response: {
-		status: 'success',
-		data: { type: 'scalar', data: { results: [] } },
-	} as unknown as QueryRangeV5200,
-	requestPayload: undefined,
-	legendMap: {},
-};
-
-// `data` is always present per the renderer contract; an absent fetch surfaces
-// as a missing `response`, not a missing `data`.
-const absentResponseData: PanelQueryData = {
-	response: undefined,
-	requestPayload: undefined,
-	legendMap: {},
-};
-
-// NumberPanel adds no interaction props (its interaction map is
-// `Record<string, never>`), so the base renderer props fully describe it.
-function renderPanel(
-	props: Partial<BaseRendererProps>,
-): ReturnType<typeof render> {
-	const baseProps: BaseRendererProps = {
-		panelId: 'panel-1',
-		panel: panelWith({}),
-		data: emptyData,
-		isLoading: false,
-		error: null,
-		panelMode: PanelMode.DASHBOARD_VIEW,
-		...props,
-	};
-	return render(<NumberPanelRenderer {...baseProps} />);
-}
-
-describe('NumberPanelRenderer', () => {
-	it('renders the value with its y-axis unit', () => {
-		const { getByText } = renderPanel({
-			panel: panelWith({ formatting: { unit: 'ms' } }),
-			data: dataWith('295.4299833508185'),
-		});
-
-		expect(getByText('295.43')).toBeInTheDocument();
-		expect(getByText('ms')).toBeInTheDocument();
-	});
-
-	// Regression: with no unit configured, decimal precision must still apply.
-	// Previously the renderer fell back to `value.toString()` whenever the unit
-	// was empty, so precision changes had no effect on unitless panels.
-	it('applies decimal precision even when no unit is set', () => {
-		const { getByText, queryByText } = renderPanel({
-			panel: panelWith({}),
-			data: dataWith('3.14159'),
-		});
-
-		expect(getByText('3.14')).toBeInTheDocument();
-		expect(queryByText('3.14159')).not.toBeInTheDocument();
-	});
-
-	it('renders No Data when the response has no scalar results', () => {
-		const { getByTestId } = renderPanel({ data: emptyData });
-
-		expect(getByTestId('number-panel-no-data')).toBeInTheDocument();
-	});
-
-	it('renders No Data when the response is absent', () => {
-		const { getByTestId } = renderPanel({ data: absentResponseData });
-
-		expect(getByTestId('number-panel-no-data')).toBeInTheDocument();
-	});
-
-	it('surfaces the conflicting-thresholds indicator when a value matches multiple thresholds', () => {
-		const { getByTestId } = renderPanel({
-			panel: panelWith({
-				thresholds: [
-					{
-						color: '#f00',
-						operator: DashboardtypesComparisonOperatorDTO.above,
-						value: 0,
-						format: DashboardtypesThresholdFormatDTO.background,
-					},
-					{
-						color: '#0f0',
-						operator: DashboardtypesComparisonOperatorDTO.above,
-						value: 100,
-						format: DashboardtypesThresholdFormatDTO.background,
-					},
-				],
-			}),
-			data: dataWith('295.4299833508185'),
-		});
-
-		expect(getByTestId('conflicting-thresholds')).toBeInTheDocument();
-	});
-});
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/prepareData.test.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/prepareData.test.ts
@@ -1,62 +0,0 @@
-import type { PanelTable } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
-
-import { prepareNumberData } from '../prepareData';
-
-function tableWith(
-	columns: PanelTable['columns'],
-	rows: PanelTable['rows'],
-): PanelTable {
-	return { queryName: 'A', legend: '', columns, rows };
-}
-
-describe('prepareNumberData', () => {
-	it('returns null for no tables', () => {
-		expect(prepareNumberData([])).toBeNull();
-	});
-
-	it('reads the first row of the value column', () => {
-		const table = tableWith(
-			[
-				{ name: 'group', queryName: 'A', isValueColumn: false, id: 'group' },
-				{ name: 'value', queryName: 'A', isValueColumn: true, id: 'val' },
-			],
-			[
-				{ data: { group: 'prod', val: '295.4299833508185' } },
-				{ data: { group: 'dev', val: '7' } },
-			],
-		);
-
-		expect(prepareNumberData([table])).toBeCloseTo(295.43, 2);
-	});
-
-	it('falls back to the row first value when no column is tagged isValueColumn', () => {
-		const table = tableWith(
-			[{ name: 'value', queryName: 'A', isValueColumn: false, id: 'value' }],
-			[{ data: { value: '7' } }],
-		);
-
-		expect(prepareNumberData([table])).toBe(7);
-	});
-
-	it('skips empty tables and reads the first one with rows', () => {
-		const empty = tableWith(
-			[{ name: 'value', queryName: 'A', isValueColumn: true, id: 'A' }],
-			[],
-		);
-		const filled = tableWith(
-			[{ name: 'value', queryName: 'B', isValueColumn: true, id: 'B' }],
-			[{ data: { B: 42 } }],
-		);
-
-		expect(prepareNumberData([empty, filled])).toBe(42);
-	});
-
-	it('returns null when the value is non-numeric', () => {
-		const table = tableWith(
-			[{ name: 'value', queryName: 'A', isValueColumn: true, id: 'A' }],
-			[{ data: { A: 'n/a' } }],
-		);
-
-		expect(prepareNumberData([table])).toBeNull();
-	});
-});
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/utils.test.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/tests/utils.test.ts
@@ -1,99 +0,0 @@
-import {
-	DashboardtypesComparisonOperatorDTO,
-	DashboardtypesComparisonThresholdDTO,
-	DashboardtypesThresholdFormatDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-import { mapNumberThresholds } from '../utils';
-
-describe('mapNumberThresholds', () => {
-	it('returns [] for null / undefined / empty', () => {
-		expect(mapNumberThresholds(null)).toStrictEqual([]);
-		expect(mapNumberThresholds(undefined)).toStrictEqual([]);
-		expect(mapNumberThresholds([])).toStrictEqual([]);
-	});
-
-	it('maps comparison operators to symbol operators', () => {
-		const thresholds: DashboardtypesComparisonThresholdDTO[] = [
-			{
-				color: '#f00',
-				operator: DashboardtypesComparisonOperatorDTO.above,
-				value: 1,
-			},
-			{
-				color: '#0f0',
-				operator: DashboardtypesComparisonOperatorDTO.below,
-				value: 2,
-			},
-			{
-				color: '#00f',
-				operator: DashboardtypesComparisonOperatorDTO.above_or_equal,
-				value: 3,
-			},
-			{
-				color: '#ff0',
-				operator: DashboardtypesComparisonOperatorDTO.below_or_equal,
-				value: 4,
-			},
-			{
-				color: '#0ff',
-				operator: DashboardtypesComparisonOperatorDTO.equal,
-				value: 5,
-			},
-		];
-
-		const mapped = mapNumberThresholds(thresholds);
-
-		expect(mapped.map((t) => t.operator)).toStrictEqual([
-			'>',
-			'<',
-			'>=',
-			'<=',
-			'=',
-		]);
-	});
-
-	it('maps not_equal to !=', () => {
-		const mapped = mapNumberThresholds([
-			{
-				color: '#f00',
-				operator: DashboardtypesComparisonOperatorDTO.not_equal,
-				value: 1,
-			},
-		]);
-
-		expect(mapped[0].operator).toBe('!=');
-	});
-
-	it('maps format and carries value/unit/color', () => {
-		const mapped = mapNumberThresholds([
-			{
-				color: '#abcdef',
-				operator: DashboardtypesComparisonOperatorDTO.above,
-				value: 100,
-				unit: 'ms',
-				format: DashboardtypesThresholdFormatDTO.background,
-			},
-		]);
-
-		expect(mapped[0]).toStrictEqual({
-			color: '#abcdef',
-			operator: '>',
-			value: 100,
-			unit: 'ms',
-			format: 'background',
-		});
-	});
-
-	it('maps text format to text', () => {
-		const mapped = mapNumberThresholds([
-			{
-				color: '#000',
-				value: 1,
-				format: DashboardtypesThresholdFormatDTO.text,
-			},
-		]);
-
-		expect(mapped[0].format).toBe('text');
-	});
-});
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.module.scss
@@ -1,36 +0,0 @@
-.container {
-	width: 100%;
-	height: 100%;
-	display: flex;
-	justify-content: center;
-	align-items: center;
-	position: relative;
-}
-
-.textContainer {
-	display: flex;
-	flex-direction: row;
-	align-items: baseline;
-	justify-content: center;
-	flex-wrap: nowrap;
-}
-
-.valueText {
-	text-align: center;
-	font-weight: 400;
-}
-
-.conflictBackground {
-	position: absolute;
-	right: 10px;
-	bottom: 10px;
-}
-
-.conflictText {
-	margin-left: 10px;
-	margin-top: 20px;
-}
-
-.conflictIcon {
-	color: var(--warning-background);
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.tsx
@@ -1,102 +0,0 @@
-import { useMemo } from 'react';
-import { useTranslation } from 'react-i18next';
-import { Tooltip } from 'antd';
-import { CircleAlert } from '@signozhq/icons';
-import { Typography } from '@signozhq/ui/typography';
-
-import type { PanelThreshold } from '../../../../types/threshold';
-import { resolveActiveThreshold } from '../../../../utils/evaluateThresholds';
-
-import { parseFormattedValue } from '../../../../utils/parseFormattedValue';
-import styles from './ValueDisplay.module.scss';
-import { useResponsiveFontSize } from '../../../../hooks/useResponsiveFontSize';
-import ValueUnit from '../ValueUnit/ValueUnit';
-
-interface ValueDisplayProps {
-	/** The pre-formatted value string (may include a unit label). */
-	value: string;
-	/** The raw numeric value, used for threshold evaluation. */
-	rawValue: number;
-	thresholds: PanelThreshold[];
-	/** The panel's unit, used to convert threshold units before comparison. */
-	unit?: string;
-}
-
-/**
- * Renders a single large scalar with optional prefix/suffix units and threshold
- * recoloring (text or background). A V2-native replacement for the V1
- * `ValueGraph` — depends only on V2 threshold utilities and the shared icon/
- * typography primitives.
- */
-function ValueDisplay({
-	value,
-	rawValue,
-	thresholds,
-	unit,
-}: ValueDisplayProps): JSX.Element {
-	const { t } = useTranslation(['valueGraph']);
-	const { containerRef, fontSize } = useResponsiveFontSize();
-
-	const { numericValue, prefixUnit, suffixUnit } = useMemo(
-		() => parseFormattedValue(value),
-		[value],
-	);
-
-	const { threshold, isConflicting } = useMemo(
-		() => resolveActiveThreshold(thresholds, rawValue, unit),
-		[thresholds, rawValue, unit],
-	);
-
-	const isBackground = threshold?.format === 'background';
-	const textColor = threshold?.format === 'text' ? threshold.color : undefined;
-	const backgroundColor = isBackground ? threshold?.color : undefined;
-
-	return (
-		<div
-			ref={containerRef}
-			className={styles.container}
-			style={{ backgroundColor }}
-		>
-			<div className={styles.textContainer}>
-				{prefixUnit && (
-					<ValueUnit
-						type="prefix"
-						unit={prefixUnit}
-						color={textColor}
-						fontSize={fontSize}
-					/>
-				)}
-				<Typography.Text
-					className={styles.valueText}
-					data-testid="number-panel-value"
-					style={{ color: textColor, fontSize }}
-				>
-					{numericValue}
-				</Typography.Text>
-				{suffixUnit && (
-					<ValueUnit
-						type="suffix"
-						unit={suffixUnit}
-						color={textColor}
-						fontSize={fontSize}
-					/>
-				)}
-			</div>
-			{isConflicting && (
-				<div
-					className={isBackground ? styles.conflictBackground : styles.conflictText}
-				>
-					<Tooltip title={t('this_value_satisfies_multiple_thresholds')}>
-						<CircleAlert
-							className={styles.conflictIcon}
-							data-testid="conflicting-thresholds"
-							size="md"
-						/>
-					</Tooltip>
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default ValueDisplay;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.module.scss
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.module.scss
@@ -1,5 +0,0 @@
-.unit {
-	margin-left: 4px;
-	font-weight: 300;
-	opacity: 0.8;
-}
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.tsx
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.tsx
@@ -1,31 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './ValueUnit.module.scss';
-
-interface ValueUnitProps {
-	type: 'prefix' | 'suffix';
-	unit: string;
-	/** Text color, set only when a "text" threshold is active. */
-	color?: string;
-	fontSize: string;
-}
-
-/** A prefix/suffix unit label rendered alongside the numeric value. */
-function ValueUnit({
-	type,
-	unit,
-	color,
-	fontSize,
-}: ValueUnitProps): JSX.Element {
-	return (
-		<Typography.Text
-			className={styles.unit}
-			data-testid={`value-display-${type}-unit`}
-			style={{ color, fontSize: `calc(${fontSize} * 0.7)` }}
-		>
-			{unit}
-		</Typography.Text>
-	);
-}
-
-export default ValueUnit;
--- a/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/definition.ts
+++ b/frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/definition.ts
@@ -1,13 +0,0 @@
-import { DataSource } from 'types/common/queryBuilder';
-
-import type { PanelDefinition } from '../../types/panelDefinition';
-import Renderer from './Renderer';
-import { sections } from './sections';
-
-export const definition: PanelDefinition<'signoz/NumberPanel'> = {
-	kind: 'signoz/NumberPanel',
-	displayName: 'Number',
-	Renderer,
-	sections,
-	supportedSignals: [DataSource.METRICS, DataSource.LOGS, DataSource.TRACES],
-};
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Naman Verma	83bbcd4b41	Merge branch 'main' into nv/functional-unique-index	2026-06-17 07:32:25 +05:30
Naman Verma	eafd71f205	Merge branch 'main' into nv/functional-unique-index	2026-06-12 23:23:39 +05:30
Naman Verma	e6a8736a1a	Merge branch 'main' into nv/functional-unique-index	2026-06-12 14:00:25 +05:30
Naman Verma	0d744cf94c	chore: add failing scratch test (to discuss)	2026-06-12 01:51:36 +05:30
Naman Verma	748dff9489	chore: add tag migration	2026-06-12 01:51:08 +05:30
Naman Verma	68da3b2beb	Merge branch 'main' into nv/functional-unique-index	2026-06-11 22:37:11 +05:30
Naman Verma	5574e08ddc	feat: add functional unique index	2026-05-14 15:24:46 +05:30
				`@@ -1 +0,0 @@`
				`export type RuleMode = 'all' \| 'include' \| 'exclude';`