feat: span mapper test endpoint

* refactor(quick-filters): extract checkbox value fetching into hook

* refactor(quick-filters): extract checkbox query algebra into pure module

* refactor(quick-filters): extract checkbox glue hooks

* refactor(quick-filters): split checkbox renderers into components

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:v0.128.0
+    image: signoz/signoz:v0.129.0
     ports:
       - "8080:8080" # signoz port
     #   - "6060:6060"     # pprof port

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:v0.128.0
+    image: signoz/signoz:v0.129.0
     ports:
       - "8080:8080" # signoz port
     volumes:

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:${VERSION:-v0.128.0}
+    image: signoz/signoz:${VERSION:-v0.129.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

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:${VERSION:-v0.128.0}
+    image: signoz/signoz:${VERSION:-v0.129.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

docs/api/openapi.yml

@@ -2591,6 +2591,41 @@ 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:
@@ -2875,6 +2910,15 @@ components:
       - total
       - tags
       type: object
+    DashboardtypesListableDashboardView:
+      properties:
+        views:
+          items:
+            $ref: '#/components/schemas/DashboardtypesDashboardView'
+          type: array
+      required:
+      - views
+      type: object
     DashboardtypesListedDashboardForUserV2:
       properties:
         createdAt:
@@ -3179,6 +3223,16 @@ components:
       - tags
       - spec
       type: object
+    DashboardtypesPostableDashboardView:
+      properties:
+        data:
+          $ref: '#/components/schemas/DashboardtypesDashboardViewData'
+        name:
+          type: string
+      required:
+      - name
+      - data
+      type: object
     DashboardtypesPostablePublicDashboard:
       properties:
         defaultTimeRange:
@@ -6938,6 +6992,16 @@ components:
       required:
       - items
       type: object
+    SpantypesGettableSpanMapperTest:
+      properties:
+        spans:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMapperTestSpan'
+          nullable: true
+          type: array
+      required:
+      - spans
+      type: object
     SpantypesGettableTraceAggregations:
       properties:
         aggregations:
@@ -7025,6 +7089,39 @@ components:
       - name
       - condition
       type: object
+    SpantypesPostableSpanMapperTest:
+      properties:
+        groups:
+          items:
+            $ref: '#/components/schemas/SpantypesPostableSpanMapperTestGroup'
+          nullable: true
+          type: array
+        spans:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMapperTestSpan'
+          nullable: true
+          type: array
+      required:
+      - spans
+      - groups
+      type: object
+    SpantypesPostableSpanMapperTestGroup:
+      properties:
+        condition:
+          $ref: '#/components/schemas/SpantypesSpanMapperGroupCondition'
+        enabled:
+          type: boolean
+        mappers:
+          items:
+            $ref: '#/components/schemas/SpantypesPostableSpanMapper'
+          nullable: true
+          type: array
+        name:
+          type: string
+      required:
+      - name
+      - condition
+      type: object
     SpantypesPostableTraceAggregations:
       properties:
         aggregations:
@@ -7186,6 +7283,17 @@ components:
       - operation
       - priority
       type: object
+    SpantypesSpanMapperTestSpan:
+      properties:
+        attributes:
+          additionalProperties: {}
+          nullable: true
+          type: object
+        resource:
+          additionalProperties: {}
+          nullable: true
+          type: object
+      type: object
     SpantypesUpdatableSpanMapper:
       properties:
         config:
@@ -12743,6 +12851,69 @@ paths:
       summary: Update a span mapper
       tags:
       - spanmapper
+  /api/v1/span_mapper_groups/test:
+    post:
+      deprecated: false
+      description: Tests how span mappers would transform sample spans
+      operationId: TestSpanMappers
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SpantypesPostableSpanMapperTest'
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/SpantypesGettableSpanMapperTest'
+                  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:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Test span mappers against sample spans
+      tags:
+      - spanmapper
   /api/v1/stats:
     get:
       deprecated: false
@@ -13328,6 +13499,231 @@ 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
@@ -13721,6 +14117,74 @@ paths:
       summary: Update dashboard (v2)
       tags:
       - dashboard
+  /api/v2/dashboards/{id}/clone:
+    post:
+      deprecated: false
+      description: This endpoint clones an existing v2-shape dashboard. User and integration
+        dashboards can be cloned; system dashboards are rejected. The clone keeps
+        the source's display name, panels, and tags, but gets a freshly generated
+        unique internal name and is always created as an unlocked user dashboard owned
+        by the caller.
+      operationId: CloneDashboardV2
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      responses:
+        "201":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/DashboardtypesGettableDashboardV2'
+                  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
+        "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: Clone dashboard (v2)
+      tags:
+      - dashboard
   /api/v2/dashboards/{id}/lock:
     delete:
       deprecated: false

ee/modules/dashboard/impldashboard/module.go

@@ -217,6 +217,10 @@ func (module *module) CreateV2(ctx context.Context, orgID valuer.UUID, createdBy
 	return module.pkgDashboardModule.CreateV2(ctx, orgID, createdBy, creator, source, postable)
 }
 
+func (module *module) CloneV2(ctx context.Context, orgID valuer.UUID, createdBy string, creator valuer.UUID, id valuer.UUID) (*dashboardtypes.DashboardV2, error) {
+	return module.pkgDashboardModule.CloneV2(ctx, orgID, createdBy, creator, id)
+}
+
 func (module *module) GetV2(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*dashboardtypes.DashboardV2, error) {
 	return module.pkgDashboardModule.GetV2(ctx, orgID, id)
 }
@@ -262,6 +266,22 @@ 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)
 }

ee/query-service/app/server.go

@@ -10,7 +10,6 @@ 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"
@@ -20,7 +19,6 @@ 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"
@@ -59,25 +57,12 @@ 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,
 	)

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

@@ -18,15 +18,20 @@ import type {
 } from 'react-query';
 
 import type {
+	CloneDashboardV2201,
+	CloneDashboardV2PathParameters,
 	CreateDashboardV2201,
+	CreateDashboardView201,
 	CreatePublicDashboard201,
 	CreatePublicDashboardPathParameters,
 	DashboardtypesPatchableDashboardV2DTO,
 	DashboardtypesPostableDashboardV2DTO,
+	DashboardtypesPostableDashboardViewDTO,
 	DashboardtypesPostablePublicDashboardDTO,
 	DashboardtypesUpdatableDashboardV2DTO,
 	DashboardtypesUpdatablePublicDashboardDTO,
 	DeleteDashboardV2PathParameters,
+	DeleteDashboardViewPathParameters,
 	DeletePublicDashboardPathParameters,
 	GetDashboardV2200,
 	GetDashboardV2PathParameters,
@@ -36,6 +41,7 @@ import type {
 	GetPublicDashboardPathParameters,
 	GetPublicDashboardWidgetQueryRange200,
 	GetPublicDashboardWidgetQueryRangePathParameters,
+	ListDashboardViews200,
 	ListDashboardsForUserV2200,
 	ListDashboardsForUserV2Params,
 	ListDashboardsV2200,
@@ -49,6 +55,8 @@ import type {
 	UnpinDashboardV2PathParameters,
 	UpdateDashboardV2200,
 	UpdateDashboardV2PathParameters,
+	UpdateDashboardView200,
+	UpdateDashboardViewPathParameters,
 	UpdatePublicDashboardPathParameters,
 } from '../sigNoz.schemas';
 
@@ -648,6 +656,354 @@ 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)
@@ -1206,6 +1562,85 @@ export const useUpdateDashboardV2 = <
 > => {
 	return useMutation(getUpdateDashboardV2MutationOptions(options));
 };
+/**
+ * This endpoint clones an existing v2-shape dashboard. User and integration dashboards can be cloned; system dashboards are rejected. The clone keeps the source's display name, panels, and tags, but gets a freshly generated unique internal name and is always created as an unlocked user dashboard owned by the caller.
+ * @summary Clone dashboard (v2)
+ */
+export const cloneDashboardV2 = (
+	{ id }: CloneDashboardV2PathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<CloneDashboardV2201>({
+		url: `/api/v2/dashboards/${id}/clone`,
+		method: 'POST',
+		signal,
+	});
+};
+
+export const getCloneDashboardV2MutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof cloneDashboardV2>>,
+		TError,
+		{ pathParams: CloneDashboardV2PathParameters },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof cloneDashboardV2>>,
+	TError,
+	{ pathParams: CloneDashboardV2PathParameters },
+	TContext
+> => {
+	const mutationKey = ['cloneDashboardV2'];
+	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 cloneDashboardV2>>,
+		{ pathParams: CloneDashboardV2PathParameters }
+	> = (props) => {
+		const { pathParams } = props ?? {};
+
+		return cloneDashboardV2(pathParams);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type CloneDashboardV2MutationResult = NonNullable<
+	Awaited<ReturnType<typeof cloneDashboardV2>>
+>;
+
+export type CloneDashboardV2MutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Clone dashboard (v2)
+ */
+export const useCloneDashboardV2 = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof cloneDashboardV2>>,
+		TError,
+		{ pathParams: CloneDashboardV2PathParameters },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof cloneDashboardV2>>,
+	TError,
+	{ pathParams: CloneDashboardV2PathParameters },
+	TContext
+> => {
+	return useMutation(getCloneDashboardV2MutationOptions(options));
+};
 /**
  * This endpoint unlocks a v2-shape dashboard. Only the dashboard's creator or an org admin may lock or unlock.
  * @summary Unlock dashboard (v2)

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

@@ -4633,6 +4633,54 @@ 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',
 }
@@ -4744,15 +4792,6 @@ 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;
 }
@@ -4895,6 +4934,13 @@ export interface DashboardtypesListableDashboardV2DTO {
 	total: number;
 }
 
+export interface DashboardtypesListableDashboardViewDTO {
+	/**
+	 * @type array
+	 */
+	views: DashboardtypesDashboardViewDTO[];
+}
+
 export enum DashboardtypesPanelPluginKindDTO {
 	'signoz/TimeSeriesPanel' = 'signoz/TimeSeriesPanel',
 	'signoz/BarChartPanel' = 'signoz/BarChartPanel',
@@ -4946,6 +4992,14 @@ export interface DashboardtypesPostableDashboardV2DTO {
 	tags: TagtypesPostableTagDTO[] | null;
 }
 
+export interface DashboardtypesPostableDashboardViewDTO {
+	data: DashboardtypesDashboardViewDataDTO;
+	/**
+	 * @type string
+	 */
+	name: string;
+}
+
 export interface DashboardtypesPostablePublicDashboardDTO {
 	/**
 	 * @type string
@@ -8081,6 +8135,44 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }
 
+export type SpantypesSpanMapperTestSpanDTOAttributesAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMapperTestSpanDTOAttributes =
+	SpantypesSpanMapperTestSpanDTOAttributesAnyOf | null;
+
+export type SpantypesSpanMapperTestSpanDTOResourceAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMapperTestSpanDTOResource =
+	SpantypesSpanMapperTestSpanDTOResourceAnyOf | null;
+
+export interface SpantypesSpanMapperTestSpanDTO {
+	/**
+	 * @type object,null
+	 */
+	attributes?: SpantypesSpanMapperTestSpanDTOAttributes;
+	/**
+	 * @type object,null
+	 */
+	resource?: SpantypesSpanMapperTestSpanDTOResource;
+}
+
+export interface SpantypesGettableSpanMapperTestDTO {
+	/**
+	 * @type array,null
+	 */
+	spans: SpantypesSpanMapperTestSpanDTO[] | null;
+}
+
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -8376,6 +8468,33 @@ export interface SpantypesPostableSpanMapperGroupDTO {
 	name: string;
 }
 
+export interface SpantypesPostableSpanMapperTestGroupDTO {
+	condition: SpantypesSpanMapperGroupConditionDTO | null;
+	/**
+	 * @type boolean
+	 */
+	enabled?: boolean;
+	/**
+	 * @type array,null
+	 */
+	mappers?: SpantypesPostableSpanMapperDTO[] | null;
+	/**
+	 * @type string
+	 */
+	name: string;
+}
+
+export interface SpantypesPostableSpanMapperTestDTO {
+	/**
+	 * @type array,null
+	 */
+	groups: SpantypesPostableSpanMapperTestGroupDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	spans: SpantypesSpanMapperTestSpanDTO[] | null;
+}
+
 export interface SpantypesSpanAggregationDTO {
 	aggregation: SpantypesSpanAggregationTypeDTO;
 	field: TelemetrytypesTelemetryFieldKeyDTO;
@@ -9744,6 +9863,14 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
+export type TestSpanMappers200 = {
+	data: SpantypesGettableSpanMapperTestDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type GetStats200Data = { [key: string]: unknown };
 
 export type GetStats200 = {
@@ -9837,6 +9964,36 @@ 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
@@ -9915,6 +10072,17 @@ export type UpdateDashboardV2200 = {
 	status: string;
 };
 
+export type CloneDashboardV2PathParameters = {
+	id: string;
+};
+export type CloneDashboardV2201 = {
+	data: DashboardtypesGettableDashboardV2DTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type UnlockDashboardV2PathParameters = {
 	id: string;
 };

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

@@ -30,8 +30,10 @@ import type {
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
+	SpantypesPostableSpanMapperTestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
+	TestSpanMappers200,
 	UpdateSpanMapperGroupPathParameters,
 	UpdateSpanMapperPathParameters,
 } from '../sigNoz.schemas';
@@ -780,3 +782,86 @@ export const useUpdateSpanMapper = <
 > => {
 	return useMutation(getUpdateSpanMapperMutationOptions(options));
 };
+/**
+ * Tests how span mappers would transform sample spans
+ * @summary Test span mappers against sample spans
+ */
+export const testSpanMappers = (
+	spantypesPostableSpanMapperTestDTO?: BodyType<SpantypesPostableSpanMapperTestDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<TestSpanMappers200>({
+		url: `/api/v1/span_mapper_groups/test`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: spantypesPostableSpanMapperTestDTO,
+		signal,
+	});
+};
+
+export const getTestSpanMappersMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof testSpanMappers>>,
+		TError,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof testSpanMappers>>,
+	TError,
+	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+	TContext
+> => {
+	const mutationKey = ['testSpanMappers'];
+	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 testSpanMappers>>,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return testSpanMappers(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type TestSpanMappersMutationResult = NonNullable<
+	Awaited<ReturnType<typeof testSpanMappers>>
+>;
+export type TestSpanMappersMutationBody =
+	| BodyType<SpantypesPostableSpanMapperTestDTO>
+	| undefined;
+export type TestSpanMappersMutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Test span mappers against sample spans
+ */
+export const useTestSpanMappers = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof testSpanMappers>>,
+		TError,
+		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof testSpanMappers>>,
+	TError,
+	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
+	TContext
+> => {
+	return useMutation(getTestSpanMappersMutationOptions(options));
+};

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

@@ -1,67 +1,29 @@
 /* eslint-disable sonarjs/no-identical-functions */
 import { Fragment, useMemo, useState } from 'react';
 import { Input } from '@signozhq/ui/input';
-import { Button, Skeleton } from 'antd';
-import { Checkbox } from '@signozhq/ui/checkbox';
+import { Skeleton } from 'antd';
 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 { 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 { Query } from 'types/api/queryBuilder/queryBuilderData';
 
+import CheckboxFilterHeader from './CheckboxFilterHeader';
+import CheckboxValueRow from './CheckboxValueRow';
 import LogsQuickFilterEmptyState from './LogsQuickFilterEmptyState';
-import { isKeyMatch } from './utils';
+import useActiveQueryIndex from './useActiveQueryIndex';
+import useCheckboxDisclosure from './useCheckboxDisclosure';
+import useCheckboxFilterActions from './useCheckboxFilterActions';
+import useCheckboxFilterState from './useCheckboxFilterState';
+import useCheckboxFilterValues from './useCheckboxFilterValues';
 
 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;
@@ -72,194 +34,39 @@ interface ICheckboxProps {
 export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 	const { source, filter, onFilterChange } = props;
 	const [searchText, setSearchText] = useState<string>('');
-	// null = no user action, true = user opened, false = user closed
-	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
-	const [visibleItemsCount, setVisibleItemsCount] = useState<number>(10);
+
+	const activeQueryIndex = useActiveQueryIndex(source);
 
 	const {
-		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,
+		isOpen,
 		isSomeFilterPresentForCurrentAttribute,
-		filter.defaultOpen,
-	]);
+		visibleItemsCount,
+		onToggleOpen,
+		onShowMore,
+	} = useCheckboxDisclosure({ filter, activeQueryIndex });
 
-	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 { attributeValues, isLoading } = useCheckboxFilterValues({
+		filter,
+		source,
+		searchText,
+		isOpen,
+	});
 
-	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 { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
+		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
 
-	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 { onChange, onClear } = useCheckboxFilterActions({
+		filter,
+		source,
+		attributeValues,
+		activeQueryIndex,
+		onFilterChange,
+	});
 
 	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(
@@ -277,293 +84,6 @@ 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 &&
@@ -571,48 +91,19 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 
 	return (
 		<div className="checkbox-filter">
-			<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>
+			<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>
-				<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 && (
+			)}
+			{isOpen && !isLoading && (
 				<>
 					{!isEmptyStateWithDocsEnabled && (
 						<section className="search">
@@ -634,48 +125,24 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 											data-testid="filter-separator"
 										/>
 									)}
-									<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>
+									<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)
+										}
+									/>
 								</Fragment>
 							))}
 						</section>
@@ -688,10 +155,7 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 					)}
 					{visibleItemsCount < attributeValues?.length && (
 						<section className="show-more">
-							<Typography.Text
-								className="show-more-text"
-								onClick={(): void => setVisibleItemsCount((prev) => prev + 10)}
-							>
+							<Typography.Text className="show-more-text" onClick={onShowMore}>
 								Show More...
 							</Typography.Text>
 						</section>

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxFilterHeader.tsx

@@ -0,0 +1,47 @@
+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;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxValueRow.tsx

@@ -0,0 +1,68 @@
+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;

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

@@ -0,0 +1,417 @@
+/* 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;
+				}),
+			],
+		},
+	};
+}

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

@@ -0,0 +1,27 @@
+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;

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

@@ -0,0 +1,90 @@
+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;

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

@@ -0,0 +1,78 @@
+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;

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

@@ -0,0 +1,71 @@
+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;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterValues.tsx

@@ -0,0 +1,99 @@
+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;

frontend/src/container/DashboardContainer/visualization/charts/Pie/Pie.module.scss

@@ -63,5 +63,6 @@
 	flex: 0 0 auto;
 	min-height: 0;
 	min-width: 0;
-	padding: 8px;
+	padding-left: 12px;
+	padding-bottom: 12px;
 }

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 { getFillColor } from './utils';
+import { getDonutGeometry, getFillColor } from './utils';
 
 /**
  * Donut chart rendered with @visx. Splits its area into chart + legend with the
@@ -78,16 +78,12 @@ export default function Pie({
 			[containerWidth, containerHeight, position, data],
 		);
 
-	// 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]);
+	// 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],
+	);
 
 	const totalValue = useMemo(
 		() => visibleData.reduce((sum, slice) => sum + slice.value, 0),

frontend/src/container/DashboardContainer/visualization/charts/Pie/__tests__/utils.test.ts

@@ -1,11 +1,40 @@
 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(

frontend/src/container/DashboardContainer/visualization/charts/Pie/types.ts

@@ -10,6 +10,16 @@ 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;

frontend/src/container/DashboardContainer/visualization/charts/Pie/utils.ts

@@ -3,7 +3,37 @@
  * so the renderer stays declarative (per the one-component-per-file rule).
  */
 
-import { ArcGeometry, ParsedRgb, ScaledFontSizeArgs } from './types';
+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,
+	};
+}
 
 /**
  * Shrinks the centre-total font as the text gets longer so it never overflows
@@ -37,7 +67,7 @@ export function getArcGeometry(
 	radius: number,
 ): ArcGeometry {
 	const angle = (startAngle + endAngle) / 2;
-	const labelRadius = radius * 1.3;
+	const labelRadius = radius * LABEL_RADIUS_RATIO;
 	const lineEndRadius = radius * 1.1;
 	return {
 		labelX: Math.sin(angle) * labelRadius,

frontend/src/container/DashboardContainer/visualization/charts/__tests__/utils.test.ts

@@ -0,0 +1,79 @@
+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);
+	});
+});

frontend/src/container/DashboardContainer/visualization/charts/utils.ts

@@ -116,7 +116,15 @@ export function calculateChartDimensions({
 			? legendRowCount * legendRowHeight - LEGEND_PADDING
 			: legendRowHeight;
 
-	const maxAllowedLegendHeight = Math.min(2 * legendRowHeight, 80);
+	// 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 bottomLegendHeight = Math.min(
 		idealBottomLegendHeight,

frontend/src/container/MetricsApplication/Tabs/Overview/ServiceOverview.tsx

@@ -1,6 +1,5 @@
 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';
@@ -124,24 +123,14 @@ function ServiceOverview({
 			/>
 			<Card data-testid="service_latency">
 				<GraphContainer>
-					{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}
-						/>
-					)}
+					<Graph
+						onDragSelect={onDragSelect}
+						widget={latencyWidget}
+						onClickHandler={handleGraphClick('Service')}
+						isQueryEnabled={isQueryEnabled}
+						version={ENTITY_VERSION_V4}
+						enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
+					/>
 				</GraphContainer>
 			</Card>
 		</>

frontend/src/container/MetricsApplication/Tabs/Overview/TopLevelOperations.tsx

@@ -1,4 +1,3 @@
-import { Skeleton } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
 import axios from 'axios';
 import { SOMETHING_WENT_WRONG } from 'constants/api';
@@ -29,24 +28,14 @@ function TopLevelOperation({
 				</Typography>
 			) : (
 				<GraphContainer>
-					{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}
-						/>
-					)}
+					<Graph
+						widget={widget}
+						onClickHandler={handleGraphClick(opName)}
+						onDragSelect={onDragSelect}
+						isQueryEnabled={!topLevelOperationsIsLoading}
+						version={ENTITY_VERSION_V4}
+						enableDrillDown={SERVICE_DETAIL_DRILLDOWN_ENABLED}
+					/>
 				</GraphContainer>
 			)}
 		</Card>

frontend/src/lib/uPlotV2/components/Legend/Legend.styles.scss

@@ -44,7 +44,6 @@
 				auto-fill,
 				minmax(var(--legend-average-width, 240px), 1fr)
 			);
-			row-gap: 4px;
 			column-gap: 12px;
 		}
 

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

@@ -20,6 +20,7 @@ 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';
 
@@ -52,6 +53,10 @@ 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;
 
@@ -117,7 +122,7 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 					image={image}
 					tags={tags}
 					description={description}
-					isPublicDashboard={false}
+					isPublicDashboard={isPublicDashboard}
 					isDashboardLocked={isDashboardLocked}
 					isEditing={isEditing}
 					draft={draft}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboard.module.scss

@@ -1,106 +1,15 @@
-// settings card wrapper — mirrors the V1 public dashboard treatment
-.publicDashboardCard {
+// Publish tab — "status strip" direction (Claude Design: Publish Drawer Final).
+// Fills the drawer height so the actions anchor a footer instead of floating.
+.publishTab {
 	display: flex;
 	flex-direction: column;
-	gap: 8px;
-	padding: 16px;
-	border-radius: 3px;
-	border: 1px solid var(--l2-border);
+	height: 100%;
+	min-height: 100%;
 }
 
-.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: 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 {
+.content {
 	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;
+	flex-direction: column;
+	gap: 20px;
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.module.scss

@@ -0,0 +1,12 @@
+.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);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.tsx

@@ -1,7 +1,7 @@
-import { Globe, Trash } from '@signozhq/icons';
+import { Globe, RefreshCw, Trash } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 
-import styles from './PublicDashboard.module.scss';
+import styles from './PublicDashboardActions.module.scss';
 
 interface PublicDashboardActionsProps {
 	isPublic: boolean;
@@ -25,7 +25,7 @@ function PublicDashboardActions({
 	onUnpublish,
 }: PublicDashboardActionsProps): JSX.Element {
 	return (
-		<div className={styles.actions}>
+		<div className={styles.footer}>
 			{isPublic ? (
 				<>
 					<Button
@@ -33,22 +33,22 @@ function PublicDashboardActions({
 						color="destructive"
 						disabled={disabled}
 						loading={isUnpublishing}
-						prefix={<Trash size={14} />}
+						prefix={<Trash size={15} />}
 						testId="public-dashboard-unpublish"
 						onClick={onUnpublish}
 					>
-						Unpublish dashboard
+						Unpublish Dashboard
 					</Button>
 					<Button
 						variant="solid"
 						color="primary"
 						disabled={disabled}
 						loading={isUpdating}
-						prefix={<Globe size={14} />}
+						prefix={<RefreshCw size={15} />}
 						testId="public-dashboard-update"
 						onClick={onUpdate}
 					>
-						Update published dashboard
+						Update Dashboard
 					</Button>
 				</>
 			) : (
@@ -57,11 +57,11 @@ function PublicDashboardActions({
 					color="primary"
 					disabled={disabled}
 					loading={isPublishing}
-					prefix={<Globe size={14} />}
+					prefix={<Globe size={15} />}
 					testId="public-dashboard-publish"
 					onClick={onPublish}
 				>
-					Publish dashboard
+					Publish Dashboard
 				</Button>
 			)}
 		</div>

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardCallout.tsx

@@ -1,17 +0,0 @@
-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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.module.scss

@@ -0,0 +1,19 @@
+.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;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.tsx

@@ -0,0 +1,17 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.module.scss

@@ -0,0 +1,34 @@
+.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%;
+}

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 { TIME_RANGE_PRESETS_OPTIONS } from './constants';
-import styles from './PublicDashboard.module.scss';
+import styles from './PublicDashboardSettingsForm.module.scss';
 
 interface PublicDashboardSettingsFormProps {
 	timeRangeEnabled: boolean;
@@ -22,28 +22,29 @@ function PublicDashboardSettingsForm({
 }: PublicDashboardSettingsFormProps): JSX.Element {
 	return (
 		<>
-			<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.switchRow}>
+				<Switch
+					testId="public-dashboard-time-range-toggle"
+					value={timeRangeEnabled}
+					disabled={disabled}
+					onChange={onTimeRangeEnabledChange}
+				>
+					Enable time range
+				</Switch>
+			</div>
 
-			<div className={styles.timeRangeSelectGroup}>
-				<Typography.Text className={styles.timeRangeSelectLabel}>
+			<div className={styles.fieldGroup}>
+				<Typography.Text className={styles.fieldLabel}>
 					Default time range
 				</Typography.Text>
 				<SelectSimple
 					className={styles.timeRangeSelect}
 					testId="public-dashboard-default-time-range"
 					placeholder="Select default time range"
-					items={TIME_RANGE_PRESETS_OPTIONS}
+					items={RelativeDurationOptions}
 					value={defaultTimeRange}
 					disabled={disabled}
+					withPortal={false}
 					onChange={(value): void => onDefaultTimeRangeChange(value as string)}
 				/>
 			</div>

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus.tsx

@@ -1,21 +0,0 @@
-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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.module.scss

@@ -0,0 +1,67 @@
+.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;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.tsx

@@ -0,0 +1,50 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl.tsx

@@ -1,49 +0,0 @@
-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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.module.scss

@@ -0,0 +1,69 @@
+.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);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.tsx

@@ -0,0 +1,59 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/constants.ts

@@ -1,14 +0,0 @@
-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' },
-];

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';
-import PublicDashboardCallout from './PublicDashboardCallout';
-import PublicDashboardSettingsForm from './PublicDashboardSettingsForm';
-import PublicDashboardStatus from './PublicDashboardStatus';
-import PublicDashboardUrl from './PublicDashboardUrl';
+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 { usePublicDashboard } from './usePublicDashboard';
 import styles from './PublicDashboard.module.scss';
 
@@ -37,22 +37,27 @@ function PublicDashboardSettings({
 	const controlsDisabled = isLoading || !isAdmin;
 
 	return (
-		<div className={styles.publicDashboardCard}>
-			<PublicDashboardStatus isPublic={isPublic} />
+		<div className={styles.publishTab}>
+			<div className={styles.content}>
+				<PublicDashboardStatus isPublic={isPublic} />
 
-			<PublicDashboardSettingsForm
-				timeRangeEnabled={timeRangeEnabled}
-				defaultTimeRange={defaultTimeRange}
-				disabled={controlsDisabled}
-				onTimeRangeEnabledChange={setTimeRangeEnabled}
-				onDefaultTimeRangeChange={setDefaultTimeRange}
-			/>
+				<PublicDashboardUrl
+					isPublic={isPublic}
+					url={publicUrl}
+					onCopy={onCopyUrl}
+					onOpen={onOpenUrl}
+				/>
 
-			{isPublic && (
-				<PublicDashboardUrl url={publicUrl} onCopy={onCopyUrl} onOpen={onOpenUrl} />
-			)}
+				<PublicDashboardSettingsForm
+					timeRangeEnabled={timeRangeEnabled}
+					defaultTimeRange={defaultTimeRange}
+					disabled={controlsDisabled}
+					onTimeRangeEnabledChange={setTimeRangeEnabled}
+					onDefaultTimeRangeChange={setDefaultTimeRange}
+				/>
+			</div>
 
-			<PublicDashboardCallout />
+			<PublicDashboardHint />
 
 			<PublicDashboardActions
 				isPublic={isPublic}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboard.ts

@@ -6,7 +6,6 @@ import {
 	invalidateGetPublicDashboard,
 	useCreatePublicDashboard,
 	useDeletePublicDashboard,
-	useGetPublicDashboard,
 	useUpdatePublicDashboard,
 } from 'api/generated/services/dashboard';
 import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constants';
@@ -17,6 +16,8 @@ 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;
@@ -54,22 +55,16 @@ 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 {
-		data,
+		publicMeta,
+		isPublic,
 		isLoading: isLoadingMeta,
 		isFetching,
 		error,
 		refetch,
-	} = 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;
+	} = usePublicDashboardMeta(dashboardId);
 
 	// Seed form state from the server config when published.
 	useEffect(() => {
@@ -103,7 +98,7 @@ export function usePublicDashboard(
 		(message: string): void => {
 			toast.success(message);
 			void invalidateGetPublicDashboard(queryClient, { id: dashboardId });
-			void refetch();
+			refetch();
 		},
 		[queryClient, dashboardId, refetch],
 	);

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboardMeta.ts

@@ -0,0 +1,65 @@
+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],
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.module.scss

@@ -0,0 +1,11 @@
+.noData {
+	display: flex;
+	justify-content: center;
+	align-items: center;
+	width: 100%;
+	height: 100%;
+}
+
+.noDataText {
+	font-size: 14px;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/components/NoData/NoData.tsx

@@ -0,0 +1,28 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useGroupByPerQuery.ts

@@ -0,0 +1,30 @@
+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]);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/hooks/useResponsiveFontSize.ts

@@ -0,0 +1,48 @@
+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 };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/Renderer.tsx

@@ -0,0 +1,175 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/definition.ts

@@ -0,0 +1,13 @@
+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],
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/sections.ts

@@ -0,0 +1,9 @@
+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 } },
+];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/BarChartPanel/utils/buildConfig.ts

@@ -0,0 +1,138 @@
+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,
+		});
+	});
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/Renderer.tsx

@@ -0,0 +1,139 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/definition.ts

@@ -0,0 +1,13 @@
+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],
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/prepareData.ts

@@ -0,0 +1,148 @@
+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;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/sections.ts

@@ -0,0 +1,6 @@
+import type { SectionConfig } from '../../types/sections';
+
+export const sections: SectionConfig[] = [
+	{ kind: 'legend', controls: { position: true, mode: true } },
+	{ kind: 'buckets', controls: { count: true } },
+];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/HistogramPanel/utils/buildConfig.ts

@@ -0,0 +1,129 @@
+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,
+		});
+	});
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/Renderer.tsx

@@ -0,0 +1,78 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/__tests__/Renderer.test.tsx

@@ -0,0 +1,163 @@
+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();
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/__tests__/prepareData.test.ts

@@ -0,0 +1,62 @@
+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();
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/__tests__/utils.test.ts

@@ -0,0 +1,99 @@
+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');
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.module.scss

@@ -0,0 +1,36 @@
+.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);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueDisplay/ValueDisplay.tsx

@@ -0,0 +1,102 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.module.scss

@@ -0,0 +1,5 @@
+.unit {
+	margin-left: 4px;
+	font-weight: 300;
+	opacity: 0.8;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/components/ValueUnit/ValueUnit.tsx

@@ -0,0 +1,31 @@
+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;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/definition.ts

@@ -0,0 +1,13 @@
+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],
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/prepareData.ts

@@ -0,0 +1,33 @@
+import type { PanelTable } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+
+/**
+ * Reduces the scalar tables of a V5 response to the single number a
+ * NumberPanel renders.
+ *
+ * V2 always issues `requestType: 'scalar'` for VALUE panels, so the response
+ * is a scalar table per query (see `prepareScalarTables`). The value is the
+ * first row's `isValueColumn` cell of the first table that has rows —
+ * falling back to the row's first cell when no column is marked as the
+ * value (mirrors the V1 `formatForWeb` fallback read).
+ *
+ * Returns `null` when there is no numeric value to show, which the renderer
+ * maps to the "No Data" state.
+ */
+export function prepareNumberData(tables: PanelTable[]): number | null {
+	for (const table of tables) {
+		if (table.rows.length === 0) {
+			continue;
+		}
+		const row = table.rows[0].data;
+		const valueColumn = table.columns.find((column) => column.isValueColumn);
+		const raw = valueColumn
+			? row[valueColumn.id || valueColumn.name]
+			: Object.values(row)[0];
+		const value = Number(raw);
+		if (Number.isFinite(value)) {
+			return value;
+		}
+	}
+
+	return null;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/sections.ts

@@ -0,0 +1,8 @@
+import type { SectionConfig } from '../../types/sections';
+
+// A number panel renders one scalar — no axes, legend, or stacking. Just value
+// formatting and thresholds that recolor the value/background.
+export const sections: SectionConfig[] = [
+	{ kind: 'formatting', controls: { unit: true, decimals: true } },
+	{ kind: 'thresholds', controls: { list: true } },
+];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/NumberPanel/utils.ts

@@ -0,0 +1,54 @@
+import {
+	DashboardtypesComparisonOperatorDTO,
+	DashboardtypesComparisonThresholdDTO,
+	DashboardtypesThresholdFormatDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+import type {
+	PanelThreshold,
+	ThresholdComparisonOperator,
+	ThresholdDisplayFormat,
+} from '../../types/threshold';
+
+// Perses comparison operators → the symbol operators V2 threshold evaluation
+// uses.
+const OPERATOR_MAP: Record<
+	DashboardtypesComparisonOperatorDTO,
+	ThresholdComparisonOperator
+> = {
+	[DashboardtypesComparisonOperatorDTO.above]: '>',
+	[DashboardtypesComparisonOperatorDTO.below]: '<',
+	[DashboardtypesComparisonOperatorDTO.above_or_equal]: '>=',
+	[DashboardtypesComparisonOperatorDTO.below_or_equal]: '<=',
+	[DashboardtypesComparisonOperatorDTO.equal]: '=',
+	[DashboardtypesComparisonOperatorDTO.not_equal]: '!=',
+};
+
+const FORMAT_MAP: Record<
+	DashboardtypesThresholdFormatDTO,
+	ThresholdDisplayFormat
+> = {
+	[DashboardtypesThresholdFormatDTO.text]: 'text',
+	[DashboardtypesThresholdFormatDTO.background]: 'background',
+};
+
+/**
+ * Maps the panel-spec threshold shape (`ComparisonThresholdDTO`) onto the
+ * V2-native `PanelThreshold` consumed by `ValueDisplay` / threshold
+ * evaluation. No dependency on the V1 `ThresholdProps` shape.
+ */
+export function mapNumberThresholds(
+	thresholds: DashboardtypesComparisonThresholdDTO[] | null | undefined,
+): PanelThreshold[] {
+	if (!thresholds || thresholds.length === 0) {
+		return [];
+	}
+
+	return thresholds.map((threshold) => ({
+		color: threshold.color,
+		operator: threshold.operator ? OPERATOR_MAP[threshold.operator] : undefined,
+		value: threshold.value,
+		unit: threshold.unit,
+		format: threshold.format ? FORMAT_MAP[threshold.format] : undefined,
+	}));
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/PieChartPanel/Renderer.tsx

@@ -0,0 +1,92 @@
+import { useCallback, useMemo } from 'react';
+import type { DashboardtypesPieChartPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+import Pie from 'container/DashboardContainer/visualization/charts/Pie/Pie';
+import type { PieSlice } from 'container/DashboardContainer/visualization/charts/types';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+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 {
+	resolveDecimalPrecision,
+	resolveLegendPosition,
+} from '../../utils/chartAppearance/resolvers';
+
+import { preparePieData } from './prepareData';
+
+function PiePanelRenderer({
+	panelId,
+	panel,
+	data,
+	onClick,
+}: PanelRendererProps<'signoz/PieChartPanel'>): JSX.Element {
+	const isDarkMode = useIsDarkMode();
+
+	// The registry guarantees this Renderer only runs when
+	// `panel.spec.plugin.kind === 'signoz/PieChartPanel'`, so the cast is a
+	// documented boundary narrowing.
+	const spec = useMemo<DashboardtypesPieChartPanelSpecDTO>(
+		() => panel.spec.plugin.spec as DashboardtypesPieChartPanelSpecDTO,
+		[panel.spec.plugin.spec],
+	);
+
+	const slices = useMemo(
+		() =>
+			preparePieData({
+				tables: prepareScalarTables({
+					results: getScalarResults(data.response),
+					legendMap: data.legendMap ?? {},
+					requestPayload: data.requestPayload,
+				}),
+				customColors: spec.legend?.customColors,
+				isDarkMode,
+			}),
+		[
+			data.response,
+			data.legendMap,
+			data.requestPayload,
+			spec.legend?.customColors,
+			isDarkMode,
+		],
+	);
+
+	const decimalPrecision = useMemo(
+		() => resolveDecimalPrecision(spec.formatting?.decimalPrecision),
+		[spec.formatting?.decimalPrecision],
+	);
+
+	const legendPosition = useMemo(
+		() => resolveLegendPosition(spec.legend?.position),
+		[spec.legend?.position],
+	);
+
+	const handleSliceClick = useCallback(
+		(slice: PieSlice) => {
+			onClick?.({ label: slice.label, value: slice.value });
+		},
+		[onClick],
+	);
+
+	return (
+		<div data-testid="pie-panel-renderer" className={PanelStyles.panelContainer}>
+			{slices.length === 0 ? (
+				<NoData />
+			) : (
+				<Pie
+					data={slices}
+					yAxisUnit={spec.formatting?.unit}
+					decimalPrecision={decimalPrecision}
+					isDarkMode={isDarkMode}
+					position={legendPosition}
+					id={panelId}
+					onSliceClick={handleSliceClick}
+					data-testid="pie-chart"
+				/>
+			)}
+		</div>
+	);
+}
+
+export default PiePanelRenderer;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/PieChartPanel/definition.ts

@@ -0,0 +1,13 @@
+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/PieChartPanel'> = {
+	kind: 'signoz/PieChartPanel',
+	displayName: 'Pie Chart',
+	Renderer,
+	sections,
+	supportedSignals: [DataSource.METRICS, DataSource.LOGS, DataSource.TRACES],
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/PieChartPanel/prepareData.ts

@@ -0,0 +1,58 @@
+import { themeColors } from 'constants/theme';
+import type { PieSlice } from 'container/DashboardContainer/visualization/charts/types';
+import { generateColor } from 'lib/uPlotLib/utils/generateColor';
+import type { PanelTable } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+
+export interface PreparePieDataArgs {
+	/** Scalar tables from the V5 response (see `prepareScalarTables`). */
+	tables: PanelTable[];
+	/** Per-label colour overrides from `spec.legend.customColors`. */
+	customColors?: Record<string, string> | null;
+	isDarkMode: boolean;
+}
+
+/**
+ * Turns the scalar tables of a V5 response into pie slices: one slice per
+ * group row. The aggregation column holds the value, the group column(s)
+ * form the label. Colours honour `customColors` then fall back to a
+ * deterministic palette colour; non-positive / non-numeric values are
+ * dropped.
+ */
+export function preparePieData({
+	tables,
+	customColors,
+	isDarkMode,
+}: PreparePieDataArgs): PieSlice[] {
+	const colorMap = isDarkMode
+		? themeColors.chartcolors
+		: themeColors.lightModeColor;
+
+	const slices: PieSlice[] = [];
+	tables.forEach((table) => {
+		const valueColumn = table.columns.find((column) => column.isValueColumn);
+		if (!valueColumn) {
+			return;
+		}
+		const valueKey = valueColumn.id || valueColumn.name;
+		const labelColumns = table.columns.filter((column) => !column.isValueColumn);
+
+		table.rows.forEach((row) => {
+			const value = Number(row.data[valueKey]);
+			const label =
+				labelColumns
+					.map((column) => row.data[column.id || column.name])
+					.filter((part) => part != null)
+					.map(String)
+					.join(', ') ||
+				table.legend ||
+				table.queryName ||
+				'';
+			const color = customColors?.[label] ?? generateColor(label, colorMap);
+			slices.push({ label, value, color });
+		});
+	});
+
+	return slices.filter(
+		(slice) => Number.isFinite(slice.value) && slice.value > 0,
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/PieChartPanel/sections.ts

@@ -0,0 +1,8 @@
+import type { SectionConfig } from '../../types/sections';
+
+// Pie has no axes, thresholds, or stacking — just value formatting and a
+// legend. `mode` is omitted: the pie legend is always interactive swatches.
+export const sections: SectionConfig[] = [
+	{ kind: 'formatting', controls: { unit: true, decimals: true } },
+	{ kind: 'legend', controls: { position: true } },
+];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/TimeSeriesPanel/Renderer.tsx

@@ -0,0 +1,180 @@
+import { useCallback, useMemo, useRef } from 'react';
+import type { DashboardtypesTimeSeriesPanelSpecDTO } from 'api/generated/services/sigNoz.schemas';
+import TimeSeries from 'container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries';
+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 { buildTimeSeriesConfig } from './utils/buildConfig';
+import { ChartClickData } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+
+function TimeSeriesPanelRenderer({
+	panelId,
+	panel,
+	data,
+	onClick,
+	onDragSelect,
+	dashboardPreference,
+	panelMode,
+}: PanelRendererProps<'signoz/TimeSeriesPanel'>): 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/TimeSeriesPanel'`, so the cast is a
+	// documented boundary narrowing — not a blind assertion. Memoized so the
+	// `?? {}` fallback doesn't produce a fresh object on each render.
+	const spec = useMemo<DashboardtypesTimeSeriesPanelSpecDTO>(
+		() => (panel.spec.plugin.spec ?? {}) as DashboardtypesTimeSeriesPanelSpecDTO,
+		[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, so each
+	// panel pins to the window it actually fetched — important during
+	// drag-zoom transitions when the time picker has moved but new data
+	// hasn't arrived yet. Falls back to the global picker inside the helper.
+	// The generated request DTO is structurally the hand-written V5 request;
+	// the cast is the documented 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(
+		() =>
+			buildTimeSeriesConfig({
+				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. By including the syncMode and syncFilterMode in the key,
+	 * we ensure that changes to these preferences trigger a fresh chart instance,
+	 * preventing stale sync settings from being inherited.
+	 */
+	const key = `${dashboardPreference?.syncMode}-${dashboardPreference?.syncFilterMode}`;
+
+	const handleChartClick = useCallback(
+		(args: ChartClickData) => {
+			onClick?.(args);
+		},
+		[onClick],
+	);
+
+	return (
+		<div
+			ref={graphRef}
+			data-testid="time-series-renderer"
+			className={PanelStyles.panelContainer}
+		>
+			{flatSeries.length === 0 && <NoData />}
+			{flatSeries.length > 0 &&
+				containerDimensions.width > 0 &&
+				containerDimensions.height > 0 && (
+					<TimeSeries
+						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}
+						renderTooltipFooter={renderTooltipFooter}
+						onClick={handleChartClick}
+					/>
+				)}
+		</div>
+	);
+}
+
+export default TimeSeriesPanelRenderer;

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/TimeSeriesPanel/definition.ts

@@ -0,0 +1,13 @@
+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/TimeSeriesPanel'> = {
+	kind: 'signoz/TimeSeriesPanel',
+	displayName: 'Time Series',
+	Renderer,
+	sections,
+	supportedSignals: [DataSource.METRICS, DataSource.LOGS, DataSource.TRACES],
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/TimeSeriesPanel/sections.ts

@@ -0,0 +1,15 @@
+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: { lineStyle: true, fillOpacity: true } },
+];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/kinds/TimeSeriesPanel/utils/buildConfig.ts

@@ -0,0 +1,159 @@
+import type { DashboardtypesTimeSeriesPanelSpecDTO } 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 {
+	FILL_MODE_MAP,
+	LINE_INTERPOLATION_MAP,
+	LINE_STYLE_MAP,
+} from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/chartAppearance/enumMaps';
+import { resolveSpanGaps } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/chartAppearance/resolvers';
+import { resolveSeriesLabelV5 } from 'pages/DashboardPageV2/DashboardContainer/Panels/utils/resolveSeriesLabel';
+import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+import {
+	hasSingleVisiblePoint,
+	toClickPluginPayload,
+} from 'pages/DashboardPageV2/DashboardContainer/queryV5/uplotData';
+import getLabelName from 'lib/getLabelName';
+import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
+import {
+	DrawStyle,
+	FillMode,
+	LineInterpolation,
+	LineStyle,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import type { BuilderQuery } from 'types/api/v5/queryRange';
+
+const DEFAULT_POINT_SIZE = 5;
+
+export interface BuildTimeSeriesConfigArgs {
+	panelId: string;
+	spec: DashboardtypesTimeSeriesPanelSpecDTO;
+	/**
+	 * 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 TimeSeries panel.
+ *
+ * Delegates the panel-agnostic scaffolding (scales, thresholds, axes,
+ * drag-to-zoom, click plugin) to the shared `buildBaseConfig`, then layers
+ * in the TimeSeries-specific concern: one series per result, with visuals
+ * resolved from `spec.chartAppearance`.
+ */
+export function buildTimeSeriesConfig({
+	panelId,
+	spec,
+	builderQueries,
+	series,
+	stepIntervals,
+	isDarkMode,
+	timezone,
+	panelMode,
+	onDragSelect,
+	onClick,
+	minTimeScale,
+	maxTimeScale,
+}: BuildTimeSeriesConfigArgs): UPlotConfigBuilder {
+	const builder = buildBaseConfig({
+		panelId,
+		panelType: PANEL_TYPES.TIME_SERIES,
+		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, isDarkMode });
+
+	return builder;
+}
+
+interface AddSeriesArgs {
+	builder: UPlotConfigBuilder;
+	spec: DashboardtypesTimeSeriesPanelSpecDTO;
+	builderQueries: BuilderQuery[];
+	series: PanelSeries[];
+	isDarkMode: boolean;
+}
+
+/**
+ * Adds one uPlot series per flattened V5 series to the scaffolded builder.
+ * The visual resolution (line style, interpolation, fill mode, span gaps)
+ * reads from `spec.chartAppearance`; the label is resolved via the legend
+ * matrix in `resolveSeriesLabelV5`. Mutates the builder in place.
+ *
+ * Order must match `prepareAlignedData` — both iterate the same flat list.
+ */
+function addSeries({
+	builder,
+	spec,
+	builderQueries,
+	series,
+	isDarkMode,
+}: AddSeriesArgs): void {
+	const chartAppearance = spec.chartAppearance;
+	// `customColors` is nullable on the spec; coerce so `addSeries` always gets
+	// a defined record (it dereferences keys without a guard).
+	const colorMapping = spec.legend?.customColors ?? {};
+	const spanGaps = resolveSpanGaps(chartAppearance?.spanGaps?.fillLessThan);
+
+	const lineStyle = chartAppearance?.lineStyle
+		? LINE_STYLE_MAP[chartAppearance.lineStyle]
+		: LineStyle.Solid;
+	const lineInterpolation = chartAppearance?.lineInterpolation
+		? LINE_INTERPOLATION_MAP[chartAppearance.lineInterpolation]
+		: LineInterpolation.Spline;
+	const fillMode = chartAppearance?.fillMode
+		? FILL_MODE_MAP[chartAppearance.fillMode]
+		: FillMode.None;
+
+	series.forEach((s) => {
+		const hasSingleValidPoint = hasSingleVisiblePoint(s.values);
+		const baseLabel = getLabelName(s.labels, s.queryName, s.legend);
+		const label = resolveSeriesLabelV5(s, builderQueries, baseLabel);
+
+		builder.addSeries({
+			scaleKey: 'y',
+			// A single visible point can't be drawn as a line — degrade to points
+			// so the user still sees the datum (matches V1 behavior).
+			drawStyle: hasSingleValidPoint ? DrawStyle.Points : DrawStyle.Line,
+			label,
+			colorMapping,
+			spanGaps,
+			lineStyle,
+			lineInterpolation,
+			showPoints: chartAppearance?.showPoints || hasSingleValidPoint,
+			pointSize: DEFAULT_POINT_SIZE,
+			fillMode,
+			isDarkMode,
+			metric: s.labels,
+		});
+	});
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/panel.module.scss

@@ -0,0 +1,9 @@
+.panelContainer {
+	flex: 1;
+	min-width: 0;
+	min-height: 0;
+	display: flex;
+	flex-direction: column;
+	height: 100%;
+	position: relative;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/registry.ts

@@ -0,0 +1,34 @@
+import { definition as BarChart } from './kinds/BarChartPanel/definition';
+import { definition as Histogram } from './kinds/HistogramPanel/definition';
+import { definition as NumberValue } from './kinds/NumberPanel/definition';
+import { definition as PieChart } from './kinds/PieChartPanel/definition';
+import { definition as TimeSeries } from './kinds/TimeSeriesPanel/definition';
+import type {
+	PanelRegistry,
+	RenderablePanelDefinition,
+} from './types/panelDefinition';
+import type { DashboardtypesPanelPluginKindDTO as PanelKind } from 'api/generated/services/sigNoz.schemas';
+
+// Pure assembly: each kind owns its own PanelDefinition (see
+// `kinds/<Kind>/definition.ts`). Registering a new panel = add its folder and a
+// single entry below — no other central file needs editing.
+export const PANELS: PanelRegistry = {
+	[TimeSeries.kind]: TimeSeries,
+	[BarChart.kind]: BarChart,
+	[Histogram.kind]: Histogram,
+	[NumberValue.kind]: NumberValue,
+	[PieChart.kind]: PieChart,
+};
+
+export function getPanelDefinition(
+	kind: PanelKind,
+): RenderablePanelDefinition | undefined {
+	if (!kind) {
+		return undefined;
+	}
+	// The registry is correlated by kind, so a string lookup yields a union over
+	// every kind's exactly-typed definition. The renderer cannot be validated
+	// against that union at the JSX boundary, so widen to the kind-agnostic
+	// surface here — the single, intentional cast for the whole panel system.
+	return PANELS[kind] as unknown as RenderablePanelDefinition | undefined;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/interactions.ts

@@ -0,0 +1,61 @@
+import type { ChartClickData } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+
+import type { PanelKind } from './panelKind';
+
+/**
+ * Source-tagged click events. The three uPlot panels share `ChartClickEvent`;
+ * each non-chart kind carries the context its drill-down needs. The `source`
+ * tag lets a kind-agnostic consumer (the render boundary, a shared drill-down
+ * handler) discriminate without assuming a chart shape.
+ */
+export type ChartClickEvent = ChartClickData;
+export type TableClickEvent = {
+	rowData: Record<string, unknown>;
+	columnId?: string;
+};
+export type ListClickEvent = {
+	rowData: Record<string, unknown>;
+};
+export type PieClickEvent = { label: string; value: number };
+
+/** Union of every panel click event — switched on by `source` at the boundary. */
+export type PanelClickEvent =
+	| ChartClickEvent
+	| TableClickEvent
+	| ListClickEvent
+	| PieClickEvent;
+
+type DragSelect = (start: number, end: number) => void;
+
+/**
+ * Per-kind interaction props. Each panel kind exposes ONLY the gestures it
+ * supports: chart panels get a chart-shaped `onClick`, time-axis charts add
+ * `onDragSelect`, histograms have no drag-to-zoom, a NumberPanel has no
+ * interactions at all. Keys mirror `PanelKind`; `PanelRendererProps<K>` in
+ * rendererProps.ts indexes this map, so a missing kind is a compile error there.
+ */
+export type PanelInteractionMap = Record<PanelKind, object> & {
+	'signoz/TimeSeriesPanel': {
+		onClick?: (event: ChartClickEvent) => void;
+		onDragSelect?: DragSelect;
+	};
+	'signoz/BarChartPanel': {
+		onClick?: (event: ChartClickEvent) => void;
+		onDragSelect?: DragSelect;
+	};
+	'signoz/HistogramPanel': { onClick?: (event: ChartClickEvent) => void };
+	'signoz/TablePanel': { onClick?: (event: TableClickEvent) => void };
+	'signoz/ListPanel': { onClick?: (event: ListClickEvent) => void };
+	'signoz/PieChartPanel': { onClick?: (event: PieClickEvent) => void };
+	'signoz/NumberPanel': Record<string, never>;
+};
+
+/**
+ * Widest interaction surface — used where the panel kind is not known
+ * statically (the registry render boundary; see `getPanelDefinition`). It is
+ * the structural supertype the per-kind shapes are cast to exactly once.
+ */
+export interface AnyPanelInteractionProps {
+	onClick?: (event: PanelClickEvent) => void;
+	onDragSelect?: DragSelect;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/panelDefinition.ts

@@ -0,0 +1,31 @@
+import type { ComponentType } from 'react';
+import { DataSource } from 'types/common/queryBuilder';
+
+import type { SectionConfig } from './sections';
+import type { AnyPanelInteractionProps } from './interactions';
+import type { PanelKind } from './panelKind';
+import type { BaseRendererProps, PanelRendererProps } from './rendererProps';
+
+export interface PanelDefinition<K extends PanelKind = PanelKind> {
+	kind: K;
+	displayName: string;
+	Renderer: ComponentType<PanelRendererProps<K>>;
+	sections: SectionConfig[];
+	supportedSignals: DataSource[];
+}
+
+// Keyed registry that preserves the kind ↔ definition correlation: indexing
+// with a literal kind yields that kind's exactly-typed PanelDefinition.
+export type PanelRegistry = { [K in PanelKind]?: PanelDefinition<K> };
+
+// A PanelDefinition whose Renderer is widened to the kind-agnostic prop surface.
+// At the render boundary the concrete kind isn't known statically (a registry
+// lookup returns a union over kinds), so getPanelDefinition resolves to this —
+// concentrating the single unavoidable cast in one place instead of leaking it
+// to every call site.
+export interface RenderablePanelDefinition extends Omit<
+	PanelDefinition,
+	'Renderer'
+> {
+	Renderer: ComponentType<BaseRendererProps & AnyPanelInteractionProps>;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/panelKind.ts

@@ -0,0 +1,21 @@
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import type { DashboardtypesPanelPluginKindDTO } from 'api/generated/services/sigNoz.schemas';
+
+/**
+ * String-literal union of every panel kind, derived from the generated enum so
+ * the contract stays the single source of truth. Kept as a `${enum}` union
+ * (not the nominal enum) so plain string-literal kinds — `PanelRendererProps<
+ * 'signoz/TimeSeriesPanel'>`, registry keys, `PanelInteractionMap` keys —
+ * remain assignable without enum-member ceremony at every call site.
+ */
+export type PanelKind = `${DashboardtypesPanelPluginKindDTO}`;
+
+export const PANEL_KIND_TO_PANEL_TYPE: Record<PanelKind, PANEL_TYPES> = {
+	'signoz/TimeSeriesPanel': PANEL_TYPES.TIME_SERIES,
+	'signoz/BarChartPanel': PANEL_TYPES.BAR,
+	'signoz/NumberPanel': PANEL_TYPES.VALUE,
+	'signoz/PieChartPanel': PANEL_TYPES.PIE,
+	'signoz/TablePanel': PANEL_TYPES.TABLE,
+	'signoz/HistogramPanel': PANEL_TYPES.HISTOGRAM,
+	'signoz/ListPanel': PANEL_TYPES.LIST,
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/rendererProps.ts

@@ -0,0 +1,76 @@
+import type { DashboardtypesPanelDTO } from 'api/generated/services/sigNoz.schemas';
+import type {
+	DashboardCursorSync,
+	SyncTooltipFilterMode,
+} from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
+import type { PanelQueryData } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+
+import type { PanelInteractionMap } from './interactions';
+import type { PanelKind } from './panelKind';
+
+/**
+ * Dashboard-wide rendering preferences propagated down to every panel renderer
+ * on the same dashboard. Lets the shell push cross-panel concerns (cursor
+ * sync, tooltip filter mode, dashboard id for scoped state) without each
+ * renderer rediscovering them via hooks.
+ */
+export interface DashboardPreference {
+	/**
+	 * Cursor-sync mode for the dashboard. Drives the uPlot tooltip plugin so
+	 * hovering one panel highlights the corresponding x on every other panel.
+	 * Always present — `DashboardCursorSync.None` is the off state.
+	 */
+	syncMode: DashboardCursorSync;
+	/**
+	 * Filter applied to the synced tooltip across panels (e.g. only show series
+	 * whose label matches the hovered series).
+	 */
+	syncFilterMode?: SyncTooltipFilterMode;
+	/**
+	 * Dashboard id — useful for renderers that scope per-dashboard state
+	 * (e.g. pinned-tooltip persistence, drill-down history).
+	 */
+	dashboardId?: string;
+}
+
+// Kind-agnostic props every renderer receives, regardless of panel kind. The
+// kind-specific interaction props (onClick payload, onDragSelect) are layered
+// on per-kind by PanelRendererProps<K>.
+export interface BaseRendererProps {
+	panelId: string;
+	/**
+	 * The whole perses panel — renderers derive their concrete `spec` and the
+	 * perses-shaped `queries` from this. Passing the full panel keeps the prop
+	 * surface stable as new panel-level fields are added to the wire format.
+	 * Required: the render boundary (`Panel`) only mounts a renderer once the
+	 * panel and its kind are resolved, so a renderer never sees an absent panel.
+	 */
+	panel: DashboardtypesPanelDTO;
+	/** Raw V5 fetch result — response + the request that produced it. */
+	data: PanelQueryData;
+	isLoading: boolean;
+	error: Error | null;
+	/** Gate for the drill-down right-click menu. Off by default in V2. */
+	enableDrillDown?: boolean;
+	/**
+	 * Render context — varies behavior (e.g. dashboard widget vs. standalone
+	 * full-screen vs. inside the editor). See PanelMode for the contract.
+	 */
+	panelMode: PanelMode;
+	/**
+	 * Dashboard-level preferences that should propagate to every panel
+	 * (cursor sync, tooltip filter mode, dashboard id). The shell owns
+	 * resolving these; the renderer just consumes them.
+	 */
+	dashboardPreference?: DashboardPreference;
+}
+
+// Renderer props for a specific panel kind: the shared base plus that kind's
+// interaction surface (PanelInteractionMap[K]). Each renderer annotates with
+// its own kind — e.g. PanelRendererProps<'signoz/TimeSeriesPanel'> — so it can
+// only reference the gestures that kind supports. Indexing PanelInteractionMap
+// here forces the map to cover every PanelKind. The default K = PanelKind
+// yields the widest surface (a union over all kinds).
+export type PanelRendererProps<K extends PanelKind = PanelKind> =
+	BaseRendererProps & PanelInteractionMap[K];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/sections.ts

@@ -0,0 +1,55 @@
+import {
+	BarChart,
+	Columns3,
+	Hash,
+	ListEnd,
+	Palette,
+	Ruler,
+	SlidersHorizontal,
+} from '@signozhq/icons';
+
+// Derived from an actual icon component so the type stays exact (size is a
+// constrained IconSize union, not arbitrary strings) and ForwardRef-compatible.
+export type SectionIcon = typeof Hash;
+
+export interface SectionMetadata {
+	title: string;
+	icon: SectionIcon;
+	description?: string;
+}
+
+// Per-kind control toggles (type-only — runtime metadata is in SECTIONS).
+// Section components type their controls prop via `SectionControls['axes']`.
+export type SectionControls = {
+	formatting: { unit?: boolean; decimals?: boolean };
+	axes: { minMax?: boolean; unit?: boolean; logScale?: boolean };
+	legend: { position?: boolean; mode?: boolean };
+	thresholds: { list?: boolean };
+	chartAppearance: {
+		lineStyle?: boolean;
+		fillOpacity?: boolean;
+		stacked?: boolean;
+	};
+	columnUnits: { perColumnUnit?: boolean };
+	buckets: { count?: boolean; min?: boolean; max?: boolean };
+};
+
+// Source of truth for sections. Its keys define SectionKind; its values are the
+// runtime UI metadata (consumed by PanelEditor in 1.8). Adding a new section =
+// one entry here + one entry in SectionControls.
+export const SECTIONS = {
+	formatting: { title: 'Formatting', icon: Hash },
+	axes: { title: 'Axes', icon: Ruler },
+	legend: { title: 'Legend', icon: ListEnd },
+	thresholds: { title: 'Thresholds', icon: SlidersHorizontal },
+	chartAppearance: { title: 'Chart appearance', icon: Palette },
+	columnUnits: { title: 'Column units', icon: Columns3 },
+	buckets: { title: 'Buckets', icon: BarChart },
+} as const satisfies Record<string, SectionMetadata>;
+
+export type SectionKind = keyof typeof SECTIONS;
+
+// Discriminated union derived from SectionControls — kept in lockstep automatically.
+export type SectionConfig = {
+	[K in SectionKind]: { kind: K; controls: SectionControls[K] };
+}[SectionKind];

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/types/threshold.ts

@@ -0,0 +1,29 @@
+/**
+ * V2-native threshold model.
+ *
+ * The panel spec carries thresholds as `DashboardtypesComparisonThresholdDTO`
+ * (operator/format expressed as `above`/`below`/`text`/`background`). For
+ * evaluation and rendering we work with the symbol operators and lowercase
+ * display formats, kept here so V2 panels never reach into the V1
+ * `container/NewWidget` `ThresholdProps` shape.
+ */
+
+/** Comparison operators a threshold can use, as evaluable symbols. */
+export type ThresholdComparisonOperator = '>' | '<' | '>=' | '<=' | '=' | '!=';
+
+/** How a matched threshold recolors the panel. */
+export type ThresholdDisplayFormat = 'text' | 'background';
+
+/**
+ * A threshold normalized for evaluation/rendering. `operator`/`format` are
+ * optional because the spec allows partially-configured thresholds; a
+ * threshold with no operator never matches.
+ */
+export interface PanelThreshold {
+	color: string;
+	operator?: ThresholdComparisonOperator;
+	value: number;
+	/** Unit the threshold value is expressed in; converted to the panel unit before comparison. */
+	unit?: string;
+	format?: ThresholdDisplayFormat;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/__tests__/evaluateThresholds.test.ts

@@ -0,0 +1,71 @@
+import type { PanelThreshold } from '../../types/threshold';
+import {
+	doesValueMatchThreshold,
+	resolveActiveThreshold,
+} from '../evaluateThresholds';
+
+const threshold = (overrides: Partial<PanelThreshold>): PanelThreshold => ({
+	color: '#f00',
+	value: 100,
+	operator: '>',
+	...overrides,
+});
+
+describe('doesValueMatchThreshold', () => {
+	it.each([
+		['>', 150, 100, true],
+		['>', 50, 100, false],
+		['<', 50, 100, true],
+		['>=', 100, 100, true],
+		['<=', 100, 100, true],
+		['=', 100, 100, true],
+		['!=', 150, 100, true],
+	] as const)('evaluates %s (%d vs %d)', (operator, value, target, expected) => {
+		expect(
+			doesValueMatchThreshold(value, threshold({ operator, value: target })),
+		).toBe(expected);
+	});
+
+	it('never matches a threshold without an operator', () => {
+		expect(doesValueMatchThreshold(150, threshold({ operator: undefined }))).toBe(
+			false,
+		);
+	});
+
+	it('compares the raw value when units are in different categories', () => {
+		// 'bytes' vs 'ms' belong to different categories, so conversion is invalid
+		// and the comparison falls back to the raw value (150 > 100).
+		expect(
+			doesValueMatchThreshold(150, threshold({ value: 100, unit: 'bytes' }), 'ms'),
+		).toBe(true);
+	});
+});
+
+describe('resolveActiveThreshold', () => {
+	it('returns no threshold when none match', () => {
+		const result = resolveActiveThreshold([threshold({ value: 1000 })], 10);
+		expect(result.threshold).toBeNull();
+		expect(result.isConflicting).toBe(false);
+	});
+
+	it('flags a conflict and picks the earliest-declared match', () => {
+		const first = threshold({ color: '#aaa', operator: '>', value: 0 });
+		const second = threshold({ color: '#bbb', operator: '>', value: 100 });
+
+		const result = resolveActiveThreshold([first, second], 150);
+
+		expect(result.isConflicting).toBe(true);
+		expect(result.threshold).toBe(first);
+	});
+
+	it('returns the single matching threshold without a conflict', () => {
+		const only = threshold({ color: '#abc', operator: '>', value: 100 });
+		const result = resolveActiveThreshold(
+			[only, threshold({ value: 9999 })],
+			150,
+		);
+
+		expect(result.threshold).toBe(only);
+		expect(result.isConflicting).toBe(false);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/__tests__/formatPanelValue.test.ts

@@ -0,0 +1,33 @@
+import { PrecisionOptionsEnum } from 'components/Graph/types';
+
+import { formatPanelValue } from '../formatPanelValue';
+
+describe('formatPanelValue', () => {
+	it('applies the configured precision and appends the unit label', () => {
+		// The unit-aware formatter returns value + label as one string; the
+		// ValueDisplay splits it into numeric/suffix parts when rendering.
+		expect(formatPanelValue(295.4299833508185, 'ms', 2)).toBe('295.43 ms');
+	});
+
+	// Regression: precision must apply even with no unit. The old gate
+	// (`unit ? format() : value.toString()`) dropped precision on unitless
+	// panels, so decimal-precision changes had no visible effect.
+	it('applies precision when NO unit is set', () => {
+		expect(formatPanelValue(3.14159, undefined, 2)).toBe('3.14');
+		expect(formatPanelValue(3.14159, '', 2)).toBe('3.14');
+	});
+
+	it('honors full precision without a unit', () => {
+		expect(formatPanelValue(3.14159, undefined, PrecisionOptionsEnum.FULL)).toBe(
+			'3.14159',
+		);
+	});
+
+	it('drops the fractional part at precision 0', () => {
+		expect(formatPanelValue(3.14159, undefined, 0)).toBe('3');
+	});
+
+	it('renders whole numbers without a trailing decimal', () => {
+		expect(formatPanelValue(5, undefined, 2)).toBe('5');
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/__tests__/resolveSeriesLabel.test.ts

@@ -0,0 +1,120 @@
+import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+import type { BuilderQuery } from 'types/api/v5/queryRange';
+
+import { resolveSeriesLabelV5 } from '../resolveSeriesLabel';
+
+// Fixtures cast at the boundary; the v5 BuilderQuery union is too verbose to
+// construct field-typed inline.
+
+function builderQuery(spec: Record<string, unknown>): BuilderQuery {
+	return spec as unknown as BuilderQuery;
+}
+
+function panelSeries(overrides: Partial<PanelSeries> = {}): PanelSeries {
+	return {
+		queryName: 'A',
+		legend: '',
+		labels: { host: 'h1' },
+		kind: 'series',
+		values: [],
+		aggregation: { index: 0, alias: '' },
+		...overrides,
+	};
+}
+
+describe('resolveSeriesLabelV5', () => {
+	it('returns baseLabel for panels without builder queries (promql/clickhouse)', () => {
+		expect(resolveSeriesLabelV5(panelSeries(), [], 'base')).toBe('base');
+	});
+
+	it('returns baseLabel when no query matches the series queryName', () => {
+		expect(
+			resolveSeriesLabelV5(
+				panelSeries({ queryName: 'Z' }),
+				[builderQuery({ name: 'A' })],
+				'base',
+			),
+		).toBe('base');
+	});
+
+	it('falls back to baseLabel || queryName when the aggregation has no alias/expression (metrics)', () => {
+		const queries = [
+			builderQuery({ name: 'A', aggregations: [{ metricName: 'cpu' }] }),
+		];
+		expect(resolveSeriesLabelV5(panelSeries(), queries, 'base')).toBe('base');
+		expect(resolveSeriesLabelV5(panelSeries(), queries, '')).toBe('A');
+	});
+
+	it('single query + groupBy + single aggregation → baseLabel', () => {
+		const queries = [
+			builderQuery({
+				name: 'A',
+				groupBy: [{ name: 'host' }],
+				aggregations: [{ expression: 'count()', alias: '' }],
+			}),
+		];
+		expect(resolveSeriesLabelV5(panelSeries(), queries, 'h1')).toBe('h1');
+	});
+
+	it('single query + groupBy + multiple aggregations → "alias-or-expression"-baseLabel', () => {
+		const queries = [
+			builderQuery({
+				name: 'A',
+				groupBy: [{ name: 'host' }],
+				aggregations: [
+					{ expression: 'count()', alias: '' },
+					{ expression: 'avg(x)', alias: 'mean' },
+				],
+			}),
+		];
+		expect(
+			resolveSeriesLabelV5(
+				panelSeries({ aggregation: { index: 1, alias: 'mean' } }),
+				queries,
+				'h1',
+			),
+		).toBe('mean-h1');
+	});
+
+	it('single query, no groupBy, single aggregation → alias || legend || expression', () => {
+		const queries = [
+			builderQuery({
+				name: 'A',
+				legend: 'My legend',
+				aggregations: [{ expression: 'count()', alias: '' }],
+			}),
+		];
+		expect(resolveSeriesLabelV5(panelSeries({ labels: {} }), queries, 'A')).toBe(
+			'My legend',
+		);
+	});
+
+	it('multiple queries, no groupBy, single aggregation → alias || baseLabel', () => {
+		const queries = [
+			builderQuery({ name: 'A', aggregations: [{ expression: 'count()' }] }),
+			builderQuery({ name: 'B', aggregations: [{ expression: 'sum(y)' }] }),
+		];
+		expect(
+			resolveSeriesLabelV5(panelSeries({ labels: {} }), queries, 'base'),
+		).toBe('base');
+	});
+
+	it('resolves via the aggregation index carried on the series', () => {
+		const queries = [
+			builderQuery({
+				name: 'A',
+				aggregations: [
+					{ expression: 'count()', alias: 'hits' },
+					{ expression: 'avg(x)', alias: 'mean' },
+				],
+			}),
+		];
+		expect(
+			resolveSeriesLabelV5(
+				panelSeries({ labels: {}, aggregation: { index: 1, alias: 'mean' } }),
+				queries,
+				'',
+			),
+		).toBe('mean');
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/baseConfigBuilder.ts

@@ -0,0 +1,200 @@
+import type {
+	DashboardtypesPanelFormattingDTO,
+	DashboardtypesThresholdWithLabelDTO,
+} 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 onClickPlugin, {
+	OnClickPluginOpts,
+} from 'lib/uPlotLib/plugins/onClickPlugin';
+import { DistributionType } from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { ThresholdsDrawHookOptions } from 'lib/uPlotV2/hooks/types';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import uPlot from 'uplot';
+
+import {
+	resolveSelectionPreferencesSource,
+	shouldSaveSelectionPreference,
+} from './selectionPreferences';
+
+/**
+ * Inputs for the shared V2 chart pipeline. Mirrors the V1 helper of the same
+ * name but accepts perses-shaped inputs directly (so callers don't translate
+ * once per panel). The series-rendering step is panel-specific and lives in
+ * each panel's `utils.ts` — this helper only wires the scaffolding (scales,
+ * thresholds, axes, drag-to-zoom, click plugin).
+ */
+export interface BuildBaseConfigArgs {
+	panelId: string;
+	panelType: PANEL_TYPES;
+	isDarkMode: boolean;
+	timezone: Timezone;
+	panelMode: PanelMode;
+
+	/** From `spec.axes` — drives the Y scale and (when log) both scales' base. */
+	isLogScale?: boolean;
+	softMin?: number;
+	softMax?: number;
+
+	/** From `spec.formatting.unit` — drives Y axis tick formatting + threshold formatting. */
+	formatting?: DashboardtypesPanelFormattingDTO;
+
+	/** From `spec.thresholds` — perses shape, mapped to the draw-hook shape internally. */
+	thresholds?: DashboardtypesThresholdWithLabelDTO[] | null;
+
+	/** Per-query step intervals from the response exec stats. */
+	stepIntervals?: Record<string, number>;
+	/**
+	 * Tuple-shaped payload for the shared click plugin (see
+	 * `toClickPluginPayload`). Omitted by panels without click interactions.
+	 */
+	clickPayload?: MetricRangePayloadProps;
+
+	/** Time-range clamps for the X scale (typically from `getTimeRange(apiResponse)`). */
+	minTimeScale?: number;
+	maxTimeScale?: number;
+
+	/** Optional — histogram and other non-time panels omit drag-to-zoom. */
+	onDragSelect?: (start: number, end: number) => void;
+	onClick?: OnClickPluginOpts['onClick'];
+}
+
+/**
+ * Builds the panel-agnostic scaffolding of a uPlot chart: scales, thresholds,
+ * axes, drag-to-zoom, click plugin. Callers (TimeSeriesPanel, BarPanel, …)
+ * then call `addSeries`/`addPlugin` on the returned builder for their own
+ * panel-specific rendering.
+ */
+export function buildBaseConfig({
+	panelId,
+	panelType,
+	isDarkMode,
+	timezone,
+	panelMode,
+	isLogScale,
+	softMin,
+	softMax,
+	formatting,
+	thresholds,
+	stepIntervals,
+	clickPayload,
+	minTimeScale,
+	maxTimeScale,
+	onDragSelect,
+	onClick,
+}: BuildBaseConfigArgs): UPlotConfigBuilder {
+	const yAxisUnit = formatting?.unit;
+
+	const builder = new UPlotConfigBuilder({
+		id: panelId,
+		onDragSelect,
+		tzDate: makeTzDate(timezone),
+		shouldSaveSelectionPreference: shouldSaveSelectionPreference(panelMode),
+		selectionPreferencesSource: resolveSelectionPreferencesSource(panelMode),
+		stepInterval: stepIntervals ? minStepInterval(stepIntervals) : undefined,
+	});
+
+	const thresholdOptions: ThresholdsDrawHookOptions = {
+		scaleKey: 'y',
+		thresholds: mapThresholds(thresholds),
+		yAxisUnit,
+	};
+
+	builder.addThresholds(thresholdOptions);
+
+	builder.addScale({
+		scaleKey: 'x',
+		time: true,
+		min: minTimeScale,
+		max: maxTimeScale,
+		logBase: isLogScale ? 10 : undefined,
+		distribution: isLogScale
+			? DistributionType.Logarithmic
+			: DistributionType.Linear,
+	});
+
+	builder.addScale({
+		scaleKey: 'y',
+		time: false,
+		min: undefined,
+		max: undefined,
+		softMin,
+		softMax,
+		thresholds: thresholdOptions,
+		logBase: isLogScale ? 10 : undefined,
+		distribution: isLogScale
+			? DistributionType.Logarithmic
+			: DistributionType.Linear,
+	});
+
+	if (typeof onClick === 'function') {
+		builder.addPlugin(onClickPlugin({ onClick, apiResponse: clickPayload }));
+	}
+
+	builder.addAxis({
+		scaleKey: 'x',
+		show: true,
+		side: 2,
+		isDarkMode,
+		isLogScale,
+		panelType,
+	});
+
+	builder.addAxis({
+		scaleKey: 'y',
+		show: true,
+		side: 3,
+		isDarkMode,
+		isLogScale,
+		yAxisUnit,
+		panelType,
+	});
+
+	return builder;
+}
+
+function makeTzDate(
+	timezone: Timezone,
+): ((timestamp: number) => Date) | undefined {
+	if (!timezone) {
+		return undefined;
+	}
+	return (timestamp: number): Date =>
+		uPlot.tzDate(new Date(timestamp * 1e3), timezone.value);
+}
+
+// Perses-shape thresholds → the draw-hook shape uPlotV2 consumes. Exported so
+// panels that need to feed the same threshold list elsewhere (e.g. to a series
+// `addSeries` thresholds hook) don't have to redo the mapping.
+export function mapThresholds(
+	thresholds: DashboardtypesThresholdWithLabelDTO[] | null | undefined,
+): ThresholdsDrawHookOptions['thresholds'] {
+	if (!thresholds || thresholds.length === 0) {
+		return [];
+	}
+	return thresholds.map((t) => ({
+		thresholdValue: t.value,
+		thresholdColor: t.color,
+		thresholdUnit: t.unit,
+		thresholdLabel: t.label,
+	}));
+}
+
+/**
+ * V5 backend reports per-query step intervals; we feed the smallest one through
+ * to uPlot so the X-axis tick density matches the densest query. An empty map
+ * yields `Infinity` from `Math.min`, which would corrupt downstream scale math —
+ * fall back to `undefined` (uPlot's "auto") in that case.
+ */
+function minStepInterval(
+	stepIntervals: Record<string, number>,
+): number | undefined {
+	const values = Object.values(stepIntervals);
+	if (values.length === 0) {
+		return undefined;
+	}
+	const min = Math.min(...values);
+	return Number.isFinite(min) ? min : undefined;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/chartAppearance/enumMaps.ts

@@ -0,0 +1,50 @@
+import {
+	DashboardtypesFillModeDTO,
+	DashboardtypesLegendPositionDTO,
+	DashboardtypesLineInterpolationDTO,
+	DashboardtypesLineStyleDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import {
+	FillMode,
+	LineInterpolation,
+	LineStyle,
+} from 'lib/uPlotV2/config/types';
+
+/**
+ * Bridges the V2 dashboard wire-format enums (snake_case, generated from Go)
+ * to the uPlotV2 chart enums (PascalCase). String values diverge between the
+ * two — don't coerce, map.
+ *
+ * Kept as a single source of truth so every panel that reads chart-appearance
+ * fields stays in sync as either side's enum evolves.
+ */
+
+export const LINE_STYLE_MAP: Record<DashboardtypesLineStyleDTO, LineStyle> = {
+	[DashboardtypesLineStyleDTO.solid]: LineStyle.Solid,
+	[DashboardtypesLineStyleDTO.dashed]: LineStyle.Dashed,
+};
+
+export const LINE_INTERPOLATION_MAP: Record<
+	DashboardtypesLineInterpolationDTO,
+	LineInterpolation
+> = {
+	[DashboardtypesLineInterpolationDTO.linear]: LineInterpolation.Linear,
+	[DashboardtypesLineInterpolationDTO.spline]: LineInterpolation.Spline,
+	[DashboardtypesLineInterpolationDTO.step_after]: LineInterpolation.StepAfter,
+	[DashboardtypesLineInterpolationDTO.step_before]: LineInterpolation.StepBefore,
+};
+
+export const FILL_MODE_MAP: Record<DashboardtypesFillModeDTO, FillMode> = {
+	[DashboardtypesFillModeDTO.solid]: FillMode.Solid,
+	[DashboardtypesFillModeDTO.gradient]: FillMode.Gradient,
+	[DashboardtypesFillModeDTO.none]: FillMode.None,
+};
+
+export const LEGEND_POSITION_MAP: Record<
+	DashboardtypesLegendPositionDTO,
+	LegendPosition
+> = {
+	[DashboardtypesLegendPositionDTO.bottom]: LegendPosition.BOTTOM,
+	[DashboardtypesLegendPositionDTO.right]: LegendPosition.RIGHT,
+};

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/chartAppearance/resolvers.ts

@@ -0,0 +1,69 @@
+import {
+	DashboardtypesLegendPositionDTO,
+	DashboardtypesPrecisionOptionDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { PrecisionOption, PrecisionOptionsEnum } from 'components/Graph/types';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+
+import { LEGEND_POSITION_MAP } from './enumMaps';
+
+/**
+ * Resolvers that turn raw `spec` chart-appearance fields into the chart's
+ * runtime values, falling back to the chart defaults for missing/unknown input.
+ */
+
+/**
+ * `spec.formatting.decimalPrecision` is a stringified-digit enum on the wire
+ * (`'0'`–`'4'` plus the sentinel `'full'`). The chart consumes a numeric
+ * `PrecisionOption` (`0`–`4`) or the same `'full'` sentinel from its own
+ * enum. Missing / unknown → `undefined` (chart uses its default).
+ */
+export function resolveDecimalPrecision(
+	precision: DashboardtypesPrecisionOptionDTO | undefined,
+): PrecisionOption | undefined {
+	if (!precision) {
+		return undefined;
+	}
+	if (precision === DashboardtypesPrecisionOptionDTO.full) {
+		return PrecisionOptionsEnum.FULL;
+	}
+	const parsed = Number(precision);
+	if (
+		parsed === 0 ||
+		parsed === 1 ||
+		parsed === 2 ||
+		parsed === 3 ||
+		parsed === 4
+	) {
+		return parsed;
+	}
+	return undefined;
+}
+
+/**
+ * `spec.chartAppearance.spanGaps.fillLessThan` is a stringified number on the
+ * wire. Empty / missing → span all gaps (the chart default). Numeric → forward
+ * the threshold so uPlot only bridges short runs of nulls.
+ */
+export function resolveSpanGaps(
+	fillLessThan: string | undefined,
+): boolean | number {
+	if (!fillLessThan) {
+		return true;
+	}
+	const parsed = Number(fillLessThan);
+	return Number.isFinite(parsed) ? parsed : true;
+}
+
+/**
+ * Resolves the legend position for a panel. Missing / unknown values fall
+ * back to `BOTTOM` to match the chart's default and the V1 behavior.
+ */
+export function resolveLegendPosition(
+	position: DashboardtypesLegendPositionDTO | undefined,
+): LegendPosition {
+	if (position && position in LEGEND_POSITION_MAP) {
+		return LEGEND_POSITION_MAP[position];
+	}
+	return LegendPosition.BOTTOM;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/evaluateThresholds.ts

@@ -0,0 +1,139 @@
+import {
+	UniversalUnitToGrafanaUnit,
+	YAxisCategoryNames,
+} from 'components/YAxisUnitSelector/constants';
+import { YAxisSource } from 'components/YAxisUnitSelector/types';
+import { getYAxisCategories } from 'components/YAxisUnitSelector/utils';
+import { convertValue } from 'lib/getConvertedValue';
+
+import type {
+	PanelThreshold,
+	ThresholdComparisonOperator,
+} from '../types/threshold';
+
+/**
+ * Threshold evaluation for V2 panels — a self-contained port of the V1
+ * `GridTableComponent`/`ValueGraph` logic that depends only on shared,
+ * non-V1 primitives (`convertValue`, the Y-axis unit catalog). No imports
+ * from `container/NewWidget`, `container/GridTableComponent`, or
+ * `components/ValueGraph`.
+ */
+
+/** Resolves which unit category a unit id belongs to, or null if unknown. */
+function getCategoryName(unitId: string): YAxisCategoryNames | null {
+	const categories = getYAxisCategories(YAxisSource.DASHBOARDS);
+
+	const foundCategory = categories.find((category) =>
+		category.units.some((unit) => {
+			// Category units use universal ids; thresholds/panel units may use
+			// Grafana-style ids. Match either the universal id directly or its
+			// mapped Grafana id.
+			if (unit.id === unitId) {
+				return true;
+			}
+			return UniversalUnitToGrafanaUnit[unit.id] === unitId;
+		}),
+	);
+
+	return foundCategory ? foundCategory.name : null;
+}
+
+/**
+ * Converts `value` from `fromUnit` to `toUnit`, returning null when the
+ * conversion is invalid (unknown unit, or units in different categories).
+ */
+function convertUnit(
+	value: number,
+	fromUnit?: string,
+	toUnit?: string,
+): number | null {
+	if (!fromUnit || !toUnit) {
+		return null;
+	}
+
+	const fromCategory = getCategoryName(fromUnit);
+	const toCategory = getCategoryName(toUnit);
+
+	if (!fromCategory || !toCategory || fromCategory !== toCategory) {
+		return null;
+	}
+
+	return convertValue(value, fromUnit, toUnit);
+}
+
+function evaluateCondition(
+	operator: ThresholdComparisonOperator | undefined,
+	value: number,
+	thresholdValue: number,
+): boolean {
+	switch (operator) {
+		case '>':
+			return value > thresholdValue;
+		case '<':
+			return value < thresholdValue;
+		case '>=':
+			return value >= thresholdValue;
+		case '<=':
+			return value <= thresholdValue;
+		case '=':
+			return value === thresholdValue;
+		case '!=':
+			return value !== thresholdValue;
+		default:
+			return false;
+	}
+}
+
+/**
+ * Whether `value` (expressed in `panelUnit`) satisfies `threshold`. When the
+ * threshold declares its own unit, the panel value is converted into that unit
+ * before comparing; if the conversion is invalid we compare the raw value.
+ */
+export function doesValueMatchThreshold(
+	value: number,
+	threshold: PanelThreshold,
+	panelUnit?: string,
+): boolean {
+	if (threshold.operator === undefined) {
+		return false;
+	}
+
+	const convertedValue = convertUnit(value, panelUnit, threshold.unit);
+	const comparable = convertedValue ?? value;
+
+	return evaluateCondition(threshold.operator, comparable, threshold.value);
+}
+
+export interface ActiveThreshold {
+	/** The matched threshold to apply, or null when none match. */
+	threshold: PanelThreshold | null;
+	/** True when more than one threshold matched the value. */
+	isConflicting: boolean;
+}
+
+/**
+ * Resolves the threshold to apply for `value`. Among matching thresholds the
+ * one declared earliest (lowest index) wins, mirroring V1 precedence; a match
+ * count greater than one flags a conflict.
+ */
+export function resolveActiveThreshold(
+	thresholds: PanelThreshold[],
+	value: number,
+	panelUnit?: string,
+): ActiveThreshold {
+	const matching = thresholds.filter((threshold) =>
+		doesValueMatchThreshold(value, threshold, panelUnit),
+	);
+
+	if (matching.length === 0) {
+		return { threshold: null, isConflicting: false };
+	}
+
+	const highestPrecedence = matching.reduce((winner, candidate) =>
+		thresholds.indexOf(candidate) < thresholds.indexOf(winner)
+			? candidate
+			: winner,
+	);
+
+	return { threshold: highestPrecedence, isConflicting: matching.length > 1 };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/formatPanelValue.ts

@@ -0,0 +1,22 @@
+import type { PrecisionOption } from 'components/Graph/types';
+import { getYAxisFormattedValue } from 'components/Graph/yAxisConfig';
+
+/**
+ * Formats a scalar for display in a V2 panel, honoring the configured decimal
+ * precision. The shared, unit-aware `getYAxisFormattedValue` is the single
+ * formatting helper across V2 panels (number/table/list/pie); this wrapper is
+ * the only seam through which panels touch it.
+ *
+ * Precision is applied REGARDLESS of whether a unit is set. When no unit is
+ * configured we format through the `'none'` unit, which still respects
+ * precision — this is the fix for decimal precision being silently dropped on
+ * unitless panels (the old `unit ? format() : value.toString()` gate threw the
+ * precision away whenever the unit was empty).
+ */
+export function formatPanelValue(
+	value: number,
+	unit?: string,
+	precision?: PrecisionOption,
+): string {
+	return getYAxisFormattedValue(String(value), unit || 'none', precision);
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/getBuilderQueries.ts

@@ -0,0 +1,38 @@
+import type { DashboardtypesQueryDTO } from 'api/generated/services/sigNoz.schemas';
+import type { BuilderQuery } from 'types/api/v5/queryRange';
+
+/**
+ * Flattens a panel's queries into the list of builder queries it contains —
+ * unwrapping `CompositeQuery` envelopes along the way. Non-builder kinds
+ * (PromQL, ClickHouseSQL, Formula, TraceOperator) are dropped: they don't
+ * carry the legend / groupBy / aggregation context downstream code needs.
+ *
+ * Returns the generated v5 `BuilderQuery` shape directly — no intermediate
+ * summary type — so callers consume the same type the wire format defines.
+ */
+export function getBuilderQueries(
+	queries: DashboardtypesQueryDTO[] | null | undefined,
+): BuilderQuery[] {
+	if (!queries) {
+		return [];
+	}
+	const flattened: BuilderQuery[] = [];
+	queries.forEach((envelope) => {
+		const plugin = envelope?.spec?.plugin;
+		if (!plugin) {
+			return;
+		}
+		if (plugin.kind === 'signoz/BuilderQuery') {
+			flattened.push(plugin.spec as BuilderQuery);
+			return;
+		}
+		if (plugin.kind === 'signoz/CompositeQuery') {
+			(plugin.spec.queries ?? []).forEach((sub) => {
+				if (sub.type === 'builder_query') {
+					flattened.push(sub.spec as BuilderQuery);
+				}
+			});
+		}
+	});
+	return flattened;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/parseFormattedValue.ts

@@ -0,0 +1,26 @@
+export interface ParsedFormattedValue {
+	/** The numeric portion (e.g. "295.43", "1.2K"). */
+	numericValue: string;
+	/** A leading unit symbol such as a currency prefix, if any. */
+	prefixUnit: string;
+	/** A trailing unit label such as "ms" or "MB", if any. */
+	suffixUnit: string;
+}
+
+/**
+ * Splits a formatted value string (e.g. "$ 1.2K", "295.43 ms") into its
+ * numeric core and any prefix/suffix unit so each part can be styled
+ * independently. Falls back to treating the whole string as the numeric value
+ * when it doesn't match the expected shape.
+ */
+export function parseFormattedValue(value: string): ParsedFormattedValue {
+	const matches = value.match(
+		/^([^\d.]*)?([\d.]+(?:[eE][+-]?[\d]+)?[KMB]?)([^\d.]*)?$/,
+	);
+
+	return {
+		numericValue: matches?.[2] || value,
+		prefixUnit: matches?.[1]?.trim() || '',
+		suffixUnit: matches?.[3]?.trim() || '',
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/Panels/utils/resolveSeriesLabel.ts

@@ -0,0 +1,138 @@
+import type { BuilderQuery } from 'types/api/v5/queryRange';
+import type { PanelSeries } from 'pages/DashboardPageV2/DashboardContainer/queryV5/types';
+
+/**
+ * Identity of one series for label resolution: which query produced it and
+ * which of that query's aggregations.
+ */
+interface SeriesIdentity {
+	queryName: string;
+	/** Index into the matched query's aggregation list. */
+	aggregationIndex: number;
+	/** Fallback when the base label is empty and the aggregation is bare. */
+	fallbackName?: string;
+}
+
+/** Resolves the display label for one flattened V5 series. */
+export function resolveSeriesLabelV5(
+	series: PanelSeries,
+	builderQueries: BuilderQuery[],
+	baseLabel: string,
+): string {
+	return resolveLabel(
+		{
+			queryName: series.queryName,
+			aggregationIndex: series.aggregation.index,
+			fallbackName: series.queryName,
+		},
+		builderQueries,
+		baseLabel,
+	);
+}
+
+/**
+ * Applies the V1 legend matrix: `single-vs-many builder queries ×
+ * with/without groupBy × single-vs-many aggregations`. Returns `baseLabel`
+ * unchanged for panels without builder queries (PromQL, ClickHouseSQL) and
+ * for builder series whose aggregation carries no alias/expression — metric
+ * aggregations don't have those fields, so they naturally short-circuit to
+ * the base label here.
+ */
+function resolveLabel(
+	identity: SeriesIdentity,
+	builderQueries: BuilderQuery[],
+	baseLabel: string,
+): string {
+	if (builderQueries.length === 0) {
+		return baseLabel;
+	}
+
+	const matching = builderQueries.find((q) => q.name === identity.queryName);
+	if (!matching) {
+		return baseLabel;
+	}
+
+	const aggIndex = identity.aggregationIndex;
+	const aggregations = matching.aggregations ?? [];
+	const aggregation = aggregations[aggIndex];
+
+	// `alias` / `expression` exist on Log/Trace aggregations only —
+	// `MetricAggregation` carries `metricName`/`temporality`/… instead. The
+	// `in` guards narrow the union without a cast.
+	const aggregationAlias =
+		aggregation && 'alias' in aggregation ? (aggregation.alias ?? '') : '';
+	const aggregationExpression =
+		aggregation && 'expression' in aggregation
+			? (aggregation.expression ?? '')
+			: '';
+
+	if (!aggregationAlias && !aggregationExpression) {
+		return baseLabel || identity.fallbackName || matching.name || '';
+	}
+
+	const ctx: FormatContext = {
+		aggregationAlias,
+		aggregationExpression,
+		baseLabel,
+		legend: matching.legend ?? '',
+		hasGroupBy: (matching.groupBy?.length ?? 0) > 0,
+		singleAggregation: aggregations.length === 1,
+	};
+
+	return builderQueries.length === 1
+		? formatForSinglePanelQuery(ctx)
+		: formatForMultiplePanelQueries(ctx);
+}
+
+interface FormatContext {
+	aggregationAlias: string;
+	aggregationExpression: string;
+	baseLabel: string;
+	legend: string;
+	hasGroupBy: boolean;
+	singleAggregation: boolean;
+}
+
+// Panel has one builder query — ports V1's `getLegendForSingleAggregation`.
+function formatForSinglePanelQuery({
+	aggregationAlias,
+	aggregationExpression,
+	baseLabel,
+	legend,
+	hasGroupBy,
+	singleAggregation,
+}: FormatContext): string {
+	if (hasGroupBy) {
+		if (singleAggregation) {
+			return baseLabel;
+		}
+		return `${aggregationAlias || aggregationExpression}-${baseLabel}`;
+	}
+	if (singleAggregation) {
+		return aggregationAlias || legend || aggregationExpression;
+	}
+	return aggregationAlias || aggregationExpression;
+}
+
+// Panel has multiple builder queries — ports V1's `getLegendForMultipleAggregations`.
+// Differs from the single-query path in two cells: the no-groupBy / single-agg
+// cell falls through to `baseLabel` instead of `legend`, and the no-groupBy /
+// multi-agg cell prepends the base label.
+function formatForMultiplePanelQueries({
+	aggregationAlias,
+	aggregationExpression,
+	baseLabel,
+	hasGroupBy,
+	singleAggregation,
+}: FormatContext): string {
+	if (hasGroupBy) {
+		if (singleAggregation) {
+			return baseLabel;
+		}
+		return `${aggregationAlias || aggregationExpression}-${baseLabel}`;
+	}
+	if (singleAggregation) {
+		return aggregationAlias || baseLabel || aggregationExpression;
+	}
+	return `${aggregationAlias || aggregationExpression}-${baseLabel}`;
+}