fix: minor changes

frontend/orval.config.ts

@@ -10,13 +10,6 @@ export default defineConfig({
 	signoz: {
 		input: {
 			target: '../docs/api/openapi.yml',
-			// Perses' `common.JSONRef` (used by `DashboardGridItem.content`) has a
-			// field tagged `json:"$ref"`, so our spec contains a property literally
-			// named `$ref`.
-			// Orval v8's validator (`@scalar/openapi-parser`) treats every `$ref` key
-			// as a JSON Reference and aborts with `INVALID_REFERENCE` when the value isn't a URI string.
-			// Safe to disable: yes, the spec is generated by `cmd/openapi.go` and gated by backend CI, not hand-edited.
-			unsafeDisableValidation: true,
 		},
 		output: {
 			target: './src/api/generated/services',

frontend/src/AppRoutes/routes.ts

@@ -144,18 +144,18 @@ const routes: AppRoutes[] = [
 	// /trace-old serves V3 (URL-only access). Flip the two `component`
 	// values back to release V3.
 	{
-		path: ROUTES.TRACE_DETAIL_OLD,
+		path: ROUTES.TRACE_DETAIL,
 		exact: true,
 		component: TraceDetail,
 		isPrivate: true,
-		key: 'TRACE_DETAIL_OLD',
+		key: 'TRACE_DETAIL',
 	},
 	{
-		path: ROUTES.TRACE_DETAIL,
+		path: ROUTES.TRACE_DETAIL_OLD,
 		exact: true,
 		component: TraceDetailV3,
 		isPrivate: true,
-		key: 'TRACE_DETAIL',
+		key: 'TRACE_DETAIL_OLD',
 	},
 	{
 		path: ROUTES.SETTINGS,

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 export interface AlertmanagertypesChannelDTO {
 	/**

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

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

@@ -3,6 +3,7 @@
  * * The file has been auto-generated using Orval for SigNoz
  * * regenerate with 'pnpm generate:api'
  * SigNoz
+ * OpenAPI spec version: 0.0.1
  */
 import { useMutation, useQuery } from 'react-query';
 import type {

frontend/src/container/OnboardingQuestionaire/AboutSigNozQuestions/AboutSigNozQuestions.tsx

@@ -1,11 +1,10 @@
-import { useEffect, useMemo, useState } from 'react';
+import { useEffect, useState } from 'react';
 import { Button } from '@signozhq/ui/button';
 import { Checkbox } from '@signozhq/ui/checkbox';
 import { Input } from '@signozhq/ui/input';
 import { Input as AntdInput } from 'antd';
 import logEvent from 'api/common/logEvent';
 import { ArrowRight } from '@signozhq/icons';
-import { useAppContext } from 'providers/App/App';
 
 import { OnboardingQuestionHeader } from '../OnboardingQuestionHeader';
 
@@ -33,31 +32,11 @@ const interestedInOptions: Record<string, string> = {
 	openSourceTooling: 'Prefer open-source tooling',
 };
 
-function seededShuffle<T>(array: T[], seed: string): T[] {
-	const result = [...array];
-
-	let num = 0;
-	for (let i = 0; i < seed.length; i++) {
-		num = Math.imul(num + seed.charCodeAt(i), 2654435761);
-		num = Math.abs(num);
-	}
-
-	for (let i = result.length - 1; i > 0; i--) {
-		num = Math.abs(Math.imul(num, 1664525) + 1013904223);
-		const j = num % (i + 1);
-		[result[i], result[j]] = [result[j], result[i]];
-	}
-
-	return result;
-}
-
 export function AboutSigNozQuestions({
 	signozDetails,
 	setSignozDetails,
 	onNext,
 }: AboutSigNozQuestionsProps): JSX.Element {
-	const { versionData } = useAppContext();
-
 	const [interestInSignoz, setInterestInSignoz] = useState<string[]>(
 		signozDetails?.interestInSignoz || [],
 	);
@@ -69,12 +48,6 @@ export function AboutSigNozQuestions({
 	);
 	const [isNextDisabled, setIsNextDisabled] = useState<boolean>(true);
 
-	const shuffledOptionKeys = useMemo(
-		() =>
-			seededShuffle(Object.keys(interestedInOptions), versionData?.version ?? ''),
-		[versionData?.version],
-	);
-
 	useEffect((): void => {
 		if (
 			discoverSignoz !== '' &&
@@ -142,7 +115,7 @@ export function AboutSigNozQuestions({
 					<div className="form-group">
 						<div className="question">What got you interested in SigNoz?</div>
 						<div className="checkbox-grid">
-							{shuffledOptionKeys.map((option: string) => (
+							{Object.keys(interestedInOptions).map((option: string) => (
 								<div key={option} className="checkbox-item">
 									<Checkbox
 										id={`checkbox-${option}`}

frontend/src/container/RolesSettings/RoleDetails/RoleDetailsPage.tsx

@@ -1,6 +1,6 @@
 import { useMemo, useState } from 'react';
 import { useQueryClient } from 'react-query';
-import { Redirect, useHistory, useLocation } from 'react-router-dom';
+import { useHistory, useLocation } from 'react-router-dom';
 import { Trash2 } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 import { toast } from '@signozhq/ui/sonner';
@@ -26,9 +26,7 @@ import type { AuthzResources } from '../utils';
 import ErrorInPlace from 'components/ErrorInPlace/ErrorInPlace';
 import ROUTES from 'constants/routes';
 import { capitalize } from 'lodash-es';
-import { useAppContext } from 'providers/App/App';
 import { useErrorModal } from 'providers/ErrorModalProvider';
-import { LicenseStatus } from 'types/api/licensesV3/getActive';
 import { RoleType } from 'types/roles';
 import { handleApiError, toAPIError } from 'utils/errorUtils';
 
@@ -54,9 +52,8 @@ function RoleDetailsPage(): JSX.Element {
 
 	const queryClient = useQueryClient();
 	const { showErrorModal } = useErrorModal();
-	const { activeLicense, isFetchingActiveLicense } = useAppContext();
 
-	const authzResources: AuthzResources = permissionsType.data;
+	const authzResources = permissionsType.data as unknown as AuthzResources;
 
 	// Extract roleId from URL pathname since useParams doesn't work in nested routing
 	const roleIdMatch = pathname.match(ROLE_ID_REGEX);
@@ -161,22 +158,6 @@ function RoleDetailsPage(): JSX.Element {
 		},
 	});
 
-	if (isFetchingActiveLicense) {
-		return (
-			<div className="role-details-page">
-				<Skeleton
-					active
-					paragraph={{ rows: 8 }}
-					className="role-details-skeleton"
-				/>
-			</div>
-		);
-	}
-
-	if (activeLicense?.status !== LicenseStatus.VALID) {
-		return <Redirect to={ROUTES.ROLES_SETTINGS} />;
-	}
-
 	if (!hasReadPermission && readPerms !== null) {
 		return <PermissionDeniedFullPage permissionName="role:read" />;
 	}

frontend/src/container/RolesSettings/RoleDetails/__tests__/RoleDetailsPage.test.tsx

@@ -5,7 +5,6 @@ import {
 } from 'mocks-server/__mockdata__/roles';
 import { server } from 'mocks-server/server';
 import { rest } from 'msw';
-import { Route, Switch } from 'react-router-dom';
 import {
 	fireEvent,
 	render,
@@ -16,7 +15,6 @@ import {
 } from 'tests/test-utils';
 import { useAuthZ } from 'hooks/useAuthZ/useAuthZ';
 import {
-	invalidLicense,
 	mockUseAuthZDenyAll,
 	mockUseAuthZGrantAll,
 } from 'tests/authz-test-utils';
@@ -232,28 +230,6 @@ describe('RoleDetailsPage', () => {
 		).resolves.toBeInTheDocument();
 	});
 
-	it('redirects to the roles list when license is not valid', async () => {
-		render(
-			<Switch>
-				<Route path="/settings/roles/:roleId">
-					<RoleDetailsPage />
-				</Route>
-				<Route path="/settings/roles" exact>
-					<div data-testid="roles-list-redirect-target" />
-				</Route>
-			</Switch>,
-			undefined,
-			{
-				initialRoute: `/settings/roles/${CUSTOM_ROLE_ID}`,
-				appContextOverrides: { activeLicense: invalidLicense },
-			},
-		);
-
-		await expect(
-			screen.findByTestId('roles-list-redirect-target'),
-		).resolves.toBeInTheDocument();
-	});
-
 	describe('permission side panel', () => {
 		beforeEach(() => {
 			// Both hooks mocked so data renders synchronously — no React Query scheduler or MSW round-trip.

frontend/src/container/RolesSettings/RolesComponents/RolesListingTable.tsx

@@ -11,9 +11,7 @@ import { RoleListPermission } from 'hooks/useAuthZ/permissions/role.permissions'
 import { useAuthZ } from 'hooks/useAuthZ/useAuthZ';
 import useUrlQuery from 'hooks/useUrlQuery';
 import LineClampedText from 'periscope/components/LineClampedText/LineClampedText';
-import { useAppContext } from 'providers/App/App';
 import { useTimezone } from 'providers/Timezone';
-import { LicenseStatus } from 'types/api/licensesV3/getActive';
 import { RoleType } from 'types/roles';
 import { toAPIError } from 'utils/errorUtils';
 
@@ -32,9 +30,6 @@ interface RolesListingTableProps {
 function RolesListingTable({
 	searchQuery,
 }: RolesListingTableProps): JSX.Element {
-	const { activeLicense } = useAppContext();
-	const isValidLicense = activeLicense?.status === LicenseStatus.VALID;
-
 	const { permissions: listPerms, isLoading: isAuthZLoading } = useAuthZ([
 		RoleListPermission,
 	]);
@@ -208,27 +203,19 @@ function RolesListingTable({
 	const renderRow = (role: AuthtypesRoleDTO): JSX.Element => (
 		<div
 			key={role.id}
-			className={`roles-table-row${isValidLicense ? ' roles-table-row--clickable' : ''}`}
-			role={isValidLicense ? 'button' : undefined}
-			tabIndex={isValidLicense ? 0 : undefined}
-			onClick={
-				isValidLicense
-					? (): void => {
-							if (role.id) {
-								navigateToRole(role.id, role.name);
-							}
-						}
-					: undefined
-			}
-			onKeyDown={
-				isValidLicense
-					? (e): void => {
-							if ((e.key === 'Enter' || e.key === ' ') && role.id) {
-								navigateToRole(role.id, role.name);
-							}
-						}
-					: undefined
-			}
+			className="roles-table-row roles-table-row--clickable"
+			role="button"
+			tabIndex={0}
+			onClick={(): void => {
+				if (role.id) {
+					navigateToRole(role.id, role.name);
+				}
+			}}
+			onKeyDown={(e): void => {
+				if ((e.key === 'Enter' || e.key === ' ') && role.id) {
+					navigateToRole(role.id, role.name);
+				}
+			}}
 		>
 			<div className="roles-table-cell roles-table-cell--name">
 				{role.name ?? '—'}

frontend/src/container/RolesSettings/RolesSettings.tsx

@@ -4,8 +4,6 @@ import { Button } from '@signozhq/ui/button';
 import { Input } from '@signozhq/ui/input';
 import AuthZTooltip from 'components/AuthZTooltip/AuthZTooltip';
 import { RoleCreatePermission } from 'hooks/useAuthZ/permissions/role.permissions';
-import { useAppContext } from 'providers/App/App';
-import { LicenseStatus } from 'types/api/licensesV3/getActive';
 
 import CreateRoleModal from './RolesComponents/CreateRoleModal';
 import RolesListingTable from './RolesComponents/RolesListingTable';
@@ -15,8 +13,6 @@ import './RolesSettings.styles.scss';
 function RolesSettings(): JSX.Element {
 	const [searchQuery, setSearchQuery] = useState('');
 	const [isCreateModalOpen, setIsCreateModalOpen] = useState(false);
-	const { activeLicense } = useAppContext();
-	const isValidLicense = activeLicense?.status === LicenseStatus.VALID;
 
 	return (
 		<div className="roles-settings" data-testid="roles-settings">
@@ -42,19 +38,17 @@ function RolesSettings(): JSX.Element {
 						value={searchQuery}
 						onChange={(e): void => setSearchQuery(e.target.value)}
 					/>
-					{isValidLicense && (
-						<AuthZTooltip checks={[RoleCreatePermission]}>
-							<Button
-								variant="solid"
-								color="primary"
-								className="role-settings-toolbar-button"
-								onClick={(): void => setIsCreateModalOpen(true)}
-							>
-								<Plus size={14} />
-								Custom role
-							</Button>
-						</AuthZTooltip>
-					)}
+					<AuthZTooltip checks={[RoleCreatePermission]}>
+						<Button
+							variant="solid"
+							color="primary"
+							className="role-settings-toolbar-button"
+							onClick={(): void => setIsCreateModalOpen(true)}
+						>
+							<Plus size={14} />
+							Custom role
+						</Button>
+					</AuthZTooltip>
 				</div>
 				<RolesListingTable searchQuery={searchQuery} />
 			</div>

frontend/src/container/RolesSettings/__tests__/RolesSettings.test.tsx

@@ -6,7 +6,7 @@ import { server } from 'mocks-server/server';
 import { rest } from 'msw';
 import { fireEvent, render, screen } from 'tests/test-utils';
 import { useAuthZ } from 'hooks/useAuthZ/useAuthZ';
-import { invalidLicense, mockUseAuthZGrantAll } from 'tests/authz-test-utils';
+import { mockUseAuthZGrantAll } from 'tests/authz-test-utils';
 
 import RolesSettings from '../RolesSettings';
 
@@ -176,26 +176,6 @@ describe('RolesSettings', () => {
 		}
 	});
 
-	it('hides the create button and disables row clicks when license is not valid', async () => {
-		render(<RolesSettings />, undefined, {
-			appContextOverrides: { activeLicense: invalidLicense },
-		});
-
-		await expect(screen.findByText('signoz-admin')).resolves.toBeInTheDocument();
-
-		// Create button must be absent
-		expect(
-			screen.queryByRole('button', { name: /custom role/i }),
-		).not.toBeInTheDocument();
-
-		// Rows must not carry the clickable class or button role
-		const rows = document.querySelectorAll('.roles-table-row');
-		rows.forEach((row) => {
-			expect(row).not.toHaveClass('roles-table-row--clickable');
-			expect(row.getAttribute('role')).not.toBe('button');
-		});
-	});
-
 	it('handles invalid dates gracefully by showing fallback', async () => {
 		const invalidRole = {
 			id: 'edge-0009',

frontend/src/container/RolesSettings/__tests__/utils.test.ts

@@ -1,4 +1,5 @@
 import type {
+	CoretypesResourceRefDTO,
 	CoretypesObjectGroupDTO,
 	CoretypesTypeDTO,
 } from 'api/generated/services/sigNoz.schemas';
@@ -7,7 +8,11 @@ import type {
 	PermissionConfig,
 	ResourceDefinition,
 } from '../PermissionSidePanel/PermissionSidePanel.types';
-import type { AuthzResources } from '../utils';
+
+type AuthzResources = {
+	resources: CoretypesResourceRefDTO[];
+	relations: Record<string, string[]>;
+};
 import { PermissionScope } from '../PermissionSidePanel/PermissionSidePanel.types';
 import {
 	buildConfig,
@@ -36,14 +41,12 @@ jest.mock('../RoleDetails/constants', () => {
 
 const dashboardResource: AuthzResources['resources'][number] = {
 	kind: 'dashboard',
-	type: 'metaresource',
-	allowedVerbs: ['create', 'read', 'update', 'delete', 'list'],
+	type: 'metaresource' as CoretypesTypeDTO,
 };
 
 const alertResource: AuthzResources['resources'][number] = {
 	kind: 'alert',
-	type: 'metaresource',
-	allowedVerbs: ['create', 'read', 'update', 'delete', 'list'],
+	type: 'metaresource' as CoretypesTypeDTO,
 };
 
 const baseAuthzResources: AuthzResources = {
@@ -54,16 +57,6 @@ const baseAuthzResources: AuthzResources = {
 	},
 };
 
-// API payload resource refs — only kind+type, no allowedVerbs (matches CoretypesResourceRefDTO shape)
-const dashboardResourceRef = {
-	kind: 'dashboard',
-	type: 'metaresource' as CoretypesTypeDTO,
-};
-const alertResourceRef = {
-	kind: 'alert',
-	type: 'metaresource' as CoretypesTypeDTO,
-};
-
 const resourceDefs: ResourceDefinition[] = [
 	{
 		id: 'metaresource:dashboard',
@@ -114,7 +107,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.additions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: [ID_B] },
+			{ resource: dashboardResource, selectors: [ID_B] },
 		]);
 		expect(result.deletions).toBeNull();
 	});
@@ -149,7 +142,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.deletions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: [ID_B] },
+			{ resource: dashboardResource, selectors: [ID_B] },
 		]);
 		expect(result.additions).toBeNull();
 	});
@@ -214,10 +207,10 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.deletions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: ['*'] },
+			{ resource: dashboardResource, selectors: ['*'] },
 		]);
 		expect(result.additions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: [ID_A, ID_B] },
+			{ resource: dashboardResource, selectors: [ID_A, ID_B] },
 		]);
 	});
 
@@ -248,7 +241,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.deletions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: ['*'] },
+			{ resource: dashboardResource, selectors: ['*'] },
 		]);
 		expect(result.additions).toBeNull();
 	});
@@ -271,7 +264,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.deletions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: ['*'] },
+			{ resource: dashboardResource, selectors: ['*'] },
 		]);
 		expect(result.additions).toBeNull();
 	});
@@ -294,7 +287,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.additions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: ['*'] },
+			{ resource: dashboardResource, selectors: ['*'] },
 		]);
 		expect(result.deletions).toBeNull();
 	});
@@ -320,7 +313,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.deletions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: [ID_A, ID_B] },
+			{ resource: dashboardResource, selectors: [ID_A, ID_B] },
 		]);
 		expect(result.additions).toBeNull();
 	});
@@ -346,7 +339,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.additions).toStrictEqual([
-			{ resource: dashboardResourceRef, selectors: [ID_A] },
+			{ resource: dashboardResource, selectors: [ID_A] },
 		]);
 		expect(result.deletions).toBeNull();
 	});
@@ -392,7 +385,7 @@ describe('buildPatchPayload', () => {
 		});
 
 		expect(result.additions).toStrictEqual([
-			{ resource: alertResourceRef, selectors: [ID_B] },
+			{ resource: alertResource, selectors: [ID_B] },
 		]);
 		expect(result.deletions).toBeNull();
 	});
@@ -401,7 +394,7 @@ describe('buildPatchPayload', () => {
 describe('objectsToPermissionConfig', () => {
 	it('maps a wildcard selector to ALL scope', () => {
 		const objects: CoretypesObjectGroupDTO[] = [
-			{ resource: dashboardResourceRef, selectors: ['*'] },
+			{ resource: dashboardResource, selectors: ['*'] },
 		];
 
 		const result = objectsToPermissionConfig(objects, resourceDefs);
@@ -414,7 +407,7 @@ describe('objectsToPermissionConfig', () => {
 
 	it('maps specific selectors to ONLY_SELECTED scope with the IDs', () => {
 		const objects: CoretypesObjectGroupDTO[] = [
-			{ resource: dashboardResourceRef, selectors: [ID_A, ID_B] },
+			{ resource: dashboardResource, selectors: [ID_A, ID_B] },
 		];
 
 		const result = objectsToPermissionConfig(objects, resourceDefs);
@@ -573,41 +566,4 @@ describe('deriveResourcesForRelation', () => {
 			deriveResourcesForRelation(baseAuthzResources, 'nonexistent'),
 		).toHaveLength(0);
 	});
-
-	describe('allowedVerbs filtering', () => {
-		it('excludes resources whose allowedVerbs does not include the relation', () => {
-			const authz: AuthzResources = {
-				resources: [
-					{
-						kind: 'dashboard',
-						type: 'metaresource',
-						allowedVerbs: ['create', 'read', 'update', 'delete', 'list'],
-					},
-					{
-						kind: 'alert',
-						type: 'metaresource',
-						allowedVerbs: ['create', 'read', 'update', 'delete', 'list', 'attach'],
-					},
-				],
-				relations: { attach: ['metaresource'] },
-			};
-
-			const result = deriveResourcesForRelation(authz, 'attach');
-
-			expect(result).toHaveLength(1);
-			expect(result[0].id).toBe('metaresource:alert');
-		});
-
-		it('requires both type-relation match and allowedVerbs — neither condition alone is sufficient', () => {
-			const authz: AuthzResources = {
-				resources: [
-					{ kind: 'dashboard', type: 'metaresource', allowedVerbs: ['read'] },
-					{ kind: 'role', type: 'role', allowedVerbs: ['create'] },
-				],
-				relations: { create: ['metaresource'] },
-			};
-
-			expect(deriveResourcesForRelation(authz, 'create')).toHaveLength(0);
-		});
-	});
 });

frontend/src/container/RolesSettings/utils.tsx

@@ -1,9 +1,8 @@
 import React from 'react';
 import { Badge } from '@signozhq/ui/badge';
 import type {
-	CoretypesObjectGroupDTO,
 	CoretypesResourceRefDTO,
-	CoretypesTypeDTO,
+	CoretypesObjectGroupDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 import { capitalize } from 'lodash-es';
@@ -22,11 +21,7 @@ import {
 } from './RoleDetails/constants';
 
 export type AuthzResources = {
-	resources: ReadonlyArray<{
-		kind: string;
-		type: string;
-		allowedVerbs: readonly string[];
-	}>;
+	resources: ReadonlyArray<CoretypesResourceRefDTO>;
 	relations: Readonly<Record<string, ReadonlyArray<string>>>;
 };
 
@@ -74,9 +69,7 @@ export function deriveResourcesForRelation(
 	}
 	const supportedTypes = authzResources.relations[relation] ?? [];
 	return authzResources.resources
-		.filter(
-			(r) => supportedTypes.includes(r.type) && r.allowedVerbs.includes(relation),
-		)
+		.filter((r) => supportedTypes.includes(r.type))
 		.map((r) => ({
 			id: `${r.type}:${r.kind}`,
 			kind: r.kind,
@@ -148,7 +141,7 @@ export function buildPatchPayload({
 		}
 		const resourceDef: CoretypesResourceRefDTO = {
 			kind: found.kind,
-			type: found.type as CoretypesTypeDTO,
+			type: found.type,
 		};
 
 		const initialScope = initial?.scope ?? PermissionScope.NONE;

frontend/src/lib/uPlotV2/components/Tooltip/__tests__/utils.test.ts

@@ -189,7 +189,7 @@ describe('Tooltip utils', () => {
 			];
 		}
 
-		it('builds tooltip content sorted by value descending with isActive flag set correctly', () => {
+		it('builds tooltip content in series-index order with isActive flag set correctly', () => {
 			const data: AlignedData = [[0], [10], [20], [30]];
 			const series = createSeriesConfig();
 			const dataIndexes = [null, 0, 0, 0];
@@ -206,21 +206,21 @@ describe('Tooltip utils', () => {
 			});
 
 			expect(result).toHaveLength(2);
-			// Sorted by value descending: B (20) before A (10)
+			// Series are returned in series-index order (A=index 1 before B=index 2)
 			expect(result[0]).toMatchObject<Partial<TooltipContentItem>>({
-				label: 'B',
-				value: 20,
-				tooltipValue: 'formatted-20',
-				color: 'color-2',
-				isActive: true,
-			});
-			expect(result[1]).toMatchObject<Partial<TooltipContentItem>>({
 				label: 'A',
 				value: 10,
 				tooltipValue: 'formatted-10',
 				color: '#ff0000',
 				isActive: false,
 			});
+			expect(result[1]).toMatchObject<Partial<TooltipContentItem>>({
+				label: 'B',
+				value: 20,
+				tooltipValue: 'formatted-20',
+				color: 'color-2',
+				isActive: true,
+			});
 		});
 
 		it('skips series with null data index or non-finite values', () => {
@@ -274,7 +274,7 @@ describe('Tooltip utils', () => {
 			expect(result[1].value).toBe(30);
 		});
 
-		it('returns items sorted by value descending', () => {
+		it('returns items in series-index order', () => {
 			// Series values in non-sorted order: 3, 1, 4, 2
 			const data: AlignedData = [[0], [3], [1], [4], [2]];
 			const series: Series[] = [
@@ -297,7 +297,7 @@ describe('Tooltip utils', () => {
 				decimalPrecision,
 			});
 
-			expect(result.map((item) => item.value)).toStrictEqual([4, 3, 2, 1]);
+			expect(result.map((item) => item.value)).toStrictEqual([3, 1, 4, 2]);
 		});
 	});
 });

frontend/src/lib/uPlotV2/components/Tooltip/utils.ts

@@ -142,7 +142,5 @@ export function buildTooltipContent({
 		}
 	}
 
-	items.sort((a, b) => b.value - a.value);
-
 	return items;
 }

frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/Success.tsx

@@ -473,7 +473,6 @@ export const SpanDuration = memo(function SpanDuration({
 const columnDefHelper = createColumnHelper<SpanV3>();
 
 const ROW_HEIGHT = 28;
-const WATERFALL_BOTTOM_PADDING = 24;
 const DEFAULT_SIDEBAR_WIDTH = 450;
 const MIN_SIDEBAR_WIDTH = 240;
 const MAX_SIDEBAR_WIDTH = 900;
@@ -741,69 +740,53 @@ function Success(props: ISuccessProps): JSX.Element {
 		);
 	}, [spans, sidebarWidth]);
 
-	// Scroll a span to viewport center if it isn't already visible. Shared by
-	// the two effects below — one keyed on interestedSpanId (chevron, boundary
-	// pagination, deep-link to unloaded), the other on selectedSpan (in-window
-	// URL navigation that doesn't mutate interestedSpanId).
-	const scrollSpanIntoView = useCallback(
-		(span: SpanV3, spansList: SpanV3[]): void => {
-			if (!virtualizerRef.current) {
-				return;
-			}
-			const idx = spansList.findIndex((s) => s.span_id === span.span_id);
-			if (idx === -1) {
-				return;
-			}
-			const scrollEl = scrollContainerRef.current;
-			const scrollTop = scrollEl?.scrollTop ?? 0;
-			const viewportHeight = scrollEl?.clientHeight ?? 0;
-			const viewportStartIdx = Math.floor(scrollTop / ROW_HEIGHT);
-			const viewportEndIdx =
-				Math.ceil((scrollTop + viewportHeight) / ROW_HEIGHT) - 1;
-			const isOnScreen =
-				viewportHeight > 0 && idx >= viewportStartIdx && idx <= viewportEndIdx;
-			if (isOnScreen) {
-				return;
-			}
-			setTimeout(() => {
-				virtualizerRef.current?.scrollToIndex(idx, {
-					align: 'center',
-					behavior: 'auto',
-				});
-				const sidebarScrollEl = scrollContainerRef.current?.querySelector(
-					'.resizable-box__content',
-				);
-				if (sidebarScrollEl) {
-					const targetScrollLeft = Math.max(0, span.level * CONNECTOR_WIDTH - 40);
-					(sidebarScrollEl as HTMLElement).scrollLeft = targetScrollLeft;
-				}
-			}, 100);
-		},
-		[],
-	);
-
+	// Scroll to the interested span only when it isn't already on screen.
+	// Covers every entry point uniformly: deep-link, flamegraph click,
+	// filter prev/next, browser back/forward all scroll only if needed;
+	// waterfall row clicks and chevron expand/collapse don't yank the viewport
+	// because the affected row is by definition already visible.
 	useEffect(() => {
-		if (interestedSpanId.spanId !== '') {
+		if (interestedSpanId.spanId !== '' && virtualizerRef.current) {
 			const idx = spans.findIndex(
 				(span) => span.span_id === interestedSpanId.spanId,
 			);
 			if (idx !== -1) {
-				scrollSpanIntoView(spans[idx], spans);
+				const visible = virtualizerRef.current.getVirtualItems();
+				const isOnScreen =
+					visible.length > 0 &&
+					idx >= visible[0].index &&
+					idx <= visible[visible.length - 1].index;
+
+				if (!isOnScreen) {
+					setTimeout(() => {
+						virtualizerRef.current?.scrollToIndex(idx, {
+							align: 'center',
+							behavior: 'auto',
+						});
+
+						// Auto-scroll sidebar horizontally to show the span name
+						const span = spans[idx];
+						const sidebarScrollEl = scrollContainerRef.current?.querySelector(
+							'.resizable-box__content',
+						);
+						if (sidebarScrollEl) {
+							const targetScrollLeft = Math.max(0, span.level * CONNECTOR_WIDTH - 40);
+							sidebarScrollEl.scrollLeft = targetScrollLeft;
+						}
+					}, 400);
+				}
+
 				setSelectedSpan(spans[idx]);
 			}
 		} else {
-			setSelectedSpan((prev) => prev ?? spans[0]);
+			setSelectedSpan((prev) => {
+				if (!prev) {
+					return spans[0];
+				}
+				return prev;
+			});
 		}
-	}, [interestedSpanId, setSelectedSpan, spans, scrollSpanIntoView]);
-
-	// Covers URL-driven navigation to an already-loaded span (flamegraph /
-	// filter / browser back) that the interestedSpanId-keyed effect doesn't see.
-	useEffect(() => {
-		if (selectedSpan) {
-			scrollSpanIntoView(selectedSpan, spans);
-		}
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [selectedSpan, scrollSpanIntoView]);
+	}, [interestedSpanId, setSelectedSpan, spans]);
 
 	const virtualItems = virtualizer.getVirtualItems();
 	const leftRows = leftTable.getRowModel().rows;
@@ -863,7 +846,7 @@ function Success(props: ISuccessProps): JSX.Element {
 				<div
 					className={styles.splitBody}
 					style={{
-						minHeight: virtualizer.getTotalSize() + WATERFALL_BOTTOM_PADDING,
+						minHeight: virtualizer.getTotalSize(),
 						height: '100%',
 					}}
 				>

frontend/src/pages/TraceDetailsV3/index.tsx

@@ -74,21 +74,17 @@ function TraceDetailsV3(): JSX.Element {
 		onClose: handleSpanDetailsClose,
 	});
 
-	const allSpansRef = useRef<SpanV3[]>([]);
-
-	// Refetch only when the URL target isn't already loaded. Keeps row clicks
-	// and other in-window URL navigation from triggering a backend window slide.
 	useEffect(() => {
 		const spanId = urlQuery.get('spanId') || '';
+		// Only update interestedSpanId when a new span is selected,
+		// not when it's cleared (panel close) — avoids unnecessary API refetch
 		if (!spanId) {
 			return;
 		}
-		const idx = allSpansRef.current.findIndex((s) => s.span_id === spanId);
-		if (idx !== -1) {
-			setSelectedSpan(allSpansRef.current[idx]);
-			return;
-		}
-		setInterestedSpanId({ spanId, isUncollapsed: true });
+		setInterestedSpanId({
+			spanId,
+			isUncollapsed: true,
+		});
 	}, [urlQuery]);
 
 	// Hardcoded for now — fetch aggregations for all 3 candidate color-by fields
@@ -149,10 +145,6 @@ function TraceDetailsV3(): JSX.Element {
 		};
 	}
 
-	useEffect(() => {
-		allSpansRef.current = allSpans;
-	}, [allSpans]);
-
 	// Frontend mode: expand all parents by default when full data arrives
 	useEffect(() => {
 		if (isFullDataLoaded && allSpans.length > 0) {

frontend/src/tests/authz-test-utils.ts

@@ -11,13 +11,6 @@ import type {
 } from 'hooks/useAuthZ/types';
 import { rest } from 'msw';
 import type { RestHandler } from 'msw';
-import {
-	LicenseEvent,
-	LicensePlatform,
-	type LicenseResModel,
-	LicenseState,
-	LicenseStatus,
-} from 'types/api/licensesV3/getActive';
 
 export const AUTHZ_CHECK_URL = `${ENVIRONMENT.baseURL || ''}/api/v1/authz/check`;
 
@@ -104,40 +97,6 @@ export function setupAuthzAllow(
 	});
 }
 
-export function buildLicense(
-	overrides?: Partial<LicenseResModel>,
-): LicenseResModel {
-	return {
-		key: 'test-key',
-		status: LicenseStatus.VALID,
-		state: LicenseState.ACTIVATED,
-		platform: LicensePlatform.CLOUD,
-		event_queue: {
-			created_at: '0',
-			event: LicenseEvent.NO_EVENT,
-			scheduled_at: '0',
-			status: '',
-			updated_at: '0',
-		},
-		plan: {
-			created_at: '0',
-			description: '',
-			is_active: true,
-			name: '',
-			updated_at: '0',
-		},
-		plan_id: '0',
-		free_until: '0',
-		updated_at: '0',
-		valid_from: 0,
-		valid_until: 0,
-		created_at: '0',
-		...overrides,
-	};
-}
-
-export const invalidLicense = buildLicense({ status: LicenseStatus.INVALID });
-
 export function mockUseAuthZGrantAll(
 	permissions: BrandedPermission[],
 	_options?: UseAuthZOptions,

frontend/src/utils/permission/index.ts

@@ -48,7 +48,7 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	HOME: ['ADMIN', 'EDITOR', 'VIEWER'],
 	ALERTS_NEW: ['ADMIN', 'EDITOR'],
 	ORG_SETTINGS: ['ADMIN'],
-	MY_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
+	MY_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER'],
 	SERVICE_MAP: ['ADMIN', 'EDITOR', 'VIEWER'],
 	ALL_CHANNELS: ['ADMIN', 'EDITOR', 'VIEWER'],
 	INGESTION_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER'],
@@ -72,7 +72,7 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	NOT_FOUND: ['ADMIN', 'VIEWER', 'EDITOR', 'ANONYMOUS'],
 	PASSWORD_RESET: ['ADMIN', 'EDITOR', 'VIEWER'],
 	SERVICE_METRICS: ['ADMIN', 'EDITOR', 'VIEWER'],
-	SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
+	SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER'],
 	SIGN_UP: ['ADMIN', 'EDITOR', 'VIEWER'],
 	TRACES_EXPLORER: ['ADMIN', 'EDITOR', 'VIEWER'],
 	TRACE: ['ADMIN', 'EDITOR', 'VIEWER'],
@@ -98,10 +98,10 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	GET_STARTED_AZURE_MONITORING: ['ADMIN', 'EDITOR', 'VIEWER'],
 	WORKSPACE_LOCKED: ['ADMIN', 'EDITOR', 'VIEWER'],
 	WORKSPACE_SUSPENDED: ['ADMIN', 'EDITOR', 'VIEWER'],
-	ROLES_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
-	ROLE_DETAILS: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
+	ROLES_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER'],
+	ROLE_DETAILS: ['ADMIN', 'EDITOR', 'VIEWER'],
 	MEMBERS_SETTINGS: ['ADMIN'],
-	SERVICE_ACCOUNTS_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
+	SERVICE_ACCOUNTS_SETTINGS: ['ADMIN', 'EDITOR', 'VIEWER'],
 	BILLING: ['ADMIN'],
 	SUPPORT: ['ADMIN', 'EDITOR', 'VIEWER', 'ANONYMOUS'],
 	SOMETHING_WENT_WRONG: ['ADMIN', 'EDITOR', 'VIEWER'],

go.mod

@@ -23,6 +23,7 @@ require (
 	github.com/go-playground/validator/v10 v10.27.0
 	github.com/go-redis/redismock/v9 v9.2.0
 	github.com/go-viper/mapstructure/v2 v2.5.0
+	github.com/goccy/go-yaml v1.19.2
 	github.com/gojek/heimdall/v7 v7.0.3
 	github.com/golang-jwt/jwt/v5 v5.3.1
 	github.com/google/uuid v1.6.0
@@ -131,7 +132,6 @@ require (
 	github.com/go-openapi/swag/yamlutils v0.25.5 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/goccy/go-yaml v1.19.2 // indirect
 	github.com/google/go-cmp v0.7.0 // indirect
 	github.com/hashicorp/go-metrics v0.5.4 // indirect
 	github.com/huandu/go-clone v1.7.3 // indirect

pkg/cache/memorycache/provider.go

@@ -64,8 +64,7 @@ func New(ctx context.Context, settings factory.ProviderSettings, config cache.Co
 		o.ObserveInt64(telemetry.setsRejected, int64(metrics.SetsRejected()), metric.WithAttributes(attributes...))
 		o.ObserveInt64(telemetry.getsDropped, int64(metrics.GetsDropped()), metric.WithAttributes(attributes...))
 		o.ObserveInt64(telemetry.getsKept, int64(metrics.GetsKept()), metric.WithAttributes(attributes...))
-		o.ObserveInt64(telemetry.costUsed, int64(metrics.CostAdded())-int64(metrics.CostEvicted()), metric.WithAttributes(attributes...))
-		o.ObserveInt64(telemetry.totalCost, cc.MaxCost(), metric.WithAttributes(attributes...))
+		o.ObserveInt64(telemetry.totalCost, int64(cc.MaxCost()), metric.WithAttributes(attributes...))
 		return nil
 	},
 		telemetry.cacheRatio,
@@ -80,7 +79,6 @@ func New(ctx context.Context, settings factory.ProviderSettings, config cache.Co
 		telemetry.setsRejected,
 		telemetry.getsDropped,
 		telemetry.getsKept,
-		telemetry.costUsed,
 		telemetry.totalCost,
 	)
 	if err != nil {
@@ -114,13 +112,11 @@ func (provider *provider) Set(ctx context.Context, orgID valuer.UUID, cacheKey s
 	}
 
 	if cloneable, ok := data.(cachetypes.Cloneable); ok {
-		cost := max(cloneable.Cost(), 1)
-		// Clamp to a minimum of 1: ristretto treats cost 0 specially and we
-		// never want zero-size entries to bypass admission accounting.
 		span.SetAttributes(attribute.Bool("memory.cloneable", true))
-		span.SetAttributes(attribute.Int64("memory.cost", cost))
+		span.SetAttributes(attribute.Int64("memory.cost", 1))
 		toCache := cloneable.Clone()
-		if ok := provider.cc.SetWithTTL(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), toCache, cost, ttl); !ok {
+		// In case of contention we are choosing to evict the cloneable entries first hence cost is set to 1
+		if ok := provider.cc.SetWithTTL(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), toCache, 1, ttl); !ok {
 			return errors.New(errors.TypeInternal, errors.CodeInternal, "error writing to cache")
 		}
 
@@ -129,15 +125,15 @@ func (provider *provider) Set(ctx context.Context, orgID valuer.UUID, cacheKey s
 	}
 
 	toCache, err := provider.marshalBinary(ctx, data)
+	cost := int64(len(toCache))
 	if err != nil {
 		return err
 	}
-	cost := max(int64(len(toCache)), 1)
 
 	span.SetAttributes(attribute.Bool("memory.cloneable", false))
 	span.SetAttributes(attribute.Int64("memory.cost", cost))
 
-	if ok := provider.cc.SetWithTTL(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), toCache, cost, ttl); !ok {
+	if ok := provider.cc.SetWithTTL(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), toCache, 1, ttl); !ok {
 		return errors.New(errors.TypeInternal, errors.CodeInternal, "error writing to cache")
 	}
 

pkg/cache/memorycache/provider_test.go

@@ -31,10 +31,6 @@ func (cloneable *CloneableA) Clone() cachetypes.Cacheable {
 	}
 }
 
-func (cloneable *CloneableA) Cost() int64 {
-	return int64(len(cloneable.Key)) + 16
-}
-
 func (cloneable *CloneableA) MarshalBinary() ([]byte, error) {
 	return json.Marshal(cloneable)
 }
@@ -169,45 +165,6 @@ func TestSetGetWithDifferentTypes(t *testing.T) {
 	assert.Error(t, err)
 }
 
-// LargeCloneable reports a large byte cost so we can test ristretto eviction
-// without allocating the full payload in memory.
-type LargeCloneable struct {
-	Key      string
-	CostHint int64
-}
-
-func (c *LargeCloneable) Clone() cachetypes.Cacheable {
-	return &LargeCloneable{Key: c.Key, CostHint: c.CostHint}
-}
-
-func (c *LargeCloneable) Cost() int64 { return c.CostHint }
-
-func (c *LargeCloneable) MarshalBinary() ([]byte, error) { return json.Marshal(c) }
-
-func (c *LargeCloneable) UnmarshalBinary(data []byte) error { return json.Unmarshal(data, c) }
-
-func TestCloneableExceedingMaxCostIsRejected(t *testing.T) {
-	const maxCost int64 = 1 << 20  // 1 MiB
-	const oversize int64 = 2 << 20 // 2 MiB, larger than the entire cache
-
-	c, err := New(context.Background(), factorytest.NewSettings(), cache.Config{Provider: "memory", Memory: cache.Memory{
-		NumCounters: 10 * 1000,
-		MaxCost:     maxCost,
-	}})
-	require.NoError(t, err)
-
-	orgID := valuer.GenerateUUID()
-	const key = "oversize-key"
-	assert.NoError(t, c.Set(context.Background(), orgID, key,
-		&LargeCloneable{Key: key, CostHint: oversize}, time.Minute))
-
-	// Ristretto rejects any entry with cost > MaxCost (policy.go:100). Probe
-	// ristretto directly to confirm no admission, instead of relying on metrics.
-	cc := c.(*provider).cc
-	_, ok := cc.Get(strings.Join([]string{orgID.StringValue(), key}, "::"))
-	assert.False(t, ok, "entry with Cost() > MaxCost must be rejected")
-}
-
 func TestCloneableConcurrentSetGet(t *testing.T) {
 	cache, err := New(context.Background(), factorytest.NewSettings(), cache.Config{Provider: "memory", Memory: cache.Memory{
 		NumCounters: 10 * 1000,

pkg/cache/memorycache/telemetry.go

@@ -7,18 +7,17 @@ import (
 
 type telemetry struct {
 	cacheRatio   metric.Float64ObservableGauge
-	cacheHits    metric.Int64ObservableCounter
-	cacheMisses  metric.Int64ObservableCounter
-	costAdded    metric.Int64ObservableCounter
-	costEvicted  metric.Int64ObservableCounter
-	keysAdded    metric.Int64ObservableCounter
-	keysEvicted  metric.Int64ObservableCounter
-	keysUpdated  metric.Int64ObservableCounter
-	setsDropped  metric.Int64ObservableCounter
-	setsRejected metric.Int64ObservableCounter
-	getsDropped  metric.Int64ObservableCounter
-	getsKept     metric.Int64ObservableCounter
-	costUsed     metric.Int64ObservableGauge
+	cacheHits    metric.Int64ObservableGauge
+	cacheMisses  metric.Int64ObservableGauge
+	costAdded    metric.Int64ObservableGauge
+	costEvicted  metric.Int64ObservableGauge
+	keysAdded    metric.Int64ObservableGauge
+	keysEvicted  metric.Int64ObservableGauge
+	keysUpdated  metric.Int64ObservableGauge
+	setsDropped  metric.Int64ObservableGauge
+	setsRejected metric.Int64ObservableGauge
+	getsDropped  metric.Int64ObservableGauge
+	getsKept     metric.Int64ObservableGauge
 	totalCost    metric.Int64ObservableGauge
 }
 
@@ -29,67 +28,62 @@ func newMetrics(meter metric.Meter) (*telemetry, error) {
 		errs = errors.Join(errs, err)
 	}
 
-	cacheHits, err := meter.Int64ObservableCounter("signoz.cache.hits", metric.WithDescription("Hits is the number of Get calls where a value was found for the corresponding key."))
+	cacheHits, err := meter.Int64ObservableGauge("signoz.cache.hits", metric.WithDescription("Hits is the number of Get calls where a value was found for the corresponding key."))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	cacheMisses, err := meter.Int64ObservableCounter("signoz.cache.misses", metric.WithDescription("Misses is the number of Get calls where a value was not found for the corresponding key"))
+	cacheMisses, err := meter.Int64ObservableGauge("signoz.cache.misses", metric.WithDescription("Misses is the number of Get calls where a value was not found for the corresponding key"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	costAdded, err := meter.Int64ObservableCounter("signoz.cache.cost.added", metric.WithDescription("CostAdded is the sum of costs that have been added (successful Set calls)"))
+	costAdded, err := meter.Int64ObservableGauge("signoz.cache.cost.added", metric.WithDescription("CostAdded is the sum of costs that have been added (successful Set calls)"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	costEvicted, err := meter.Int64ObservableCounter("signoz.cache.cost.evicted", metric.WithDescription("CostEvicted is the sum of all costs that have been evicted"))
+	costEvicted, err := meter.Int64ObservableGauge("signoz.cache.cost.evicted", metric.WithDescription("CostEvicted is the sum of all costs that have been evicted"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	keysAdded, err := meter.Int64ObservableCounter("signoz.cache.keys.added", metric.WithDescription("KeysAdded is the total number of Set calls where a new key-value item was added"))
+	keysAdded, err := meter.Int64ObservableGauge("signoz.cache.keys.added", metric.WithDescription("KeysAdded is the total number of Set calls where a new key-value item was added"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	keysEvicted, err := meter.Int64ObservableCounter("signoz.cache.keys.evicted", metric.WithDescription("KeysEvicted is the total number of keys evicted"))
+	keysEvicted, err := meter.Int64ObservableGauge("signoz.cache.keys.evicted", metric.WithDescription("KeysEvicted is the total number of keys evicted"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	keysUpdated, err := meter.Int64ObservableCounter("signoz.cache.keys.updated", metric.WithDescription("KeysUpdated is the total number of Set calls where the value was updated"))
+	keysUpdated, err := meter.Int64ObservableGauge("signoz.cache.keys.updated", metric.WithDescription("KeysUpdated is the total number of Set calls where the value was updated"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	setsDropped, err := meter.Int64ObservableCounter("signoz.cache.sets.dropped", metric.WithDescription("SetsDropped is the number of Set calls that don't make it into internal buffers (due to contention or some other reason)"))
+	setsDropped, err := meter.Int64ObservableGauge("signoz.cache.sets.dropped", metric.WithDescription("SetsDropped is the number of Set calls that don't make it into internal buffers (due to contention or some other reason)"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	setsRejected, err := meter.Int64ObservableCounter("signoz.cache.sets.rejected", metric.WithDescription("SetsRejected is the number of Set calls rejected by the policy (TinyLFU)"))
+	setsRejected, err := meter.Int64ObservableGauge("signoz.cache.sets.rejected", metric.WithDescription("SetsRejected is the number of Set calls rejected by the policy (TinyLFU)"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	getsDropped, err := meter.Int64ObservableCounter("signoz.cache.gets.dropped", metric.WithDescription("GetsDropped is the number of Get calls that don't make it into internal buffers (due to contention or some other reason)"))
+	getsDropped, err := meter.Int64ObservableGauge("signoz.cache.gets.dropped", metric.WithDescription("GetsDropped is the number of Get calls that don't make it into internal buffers (due to contention or some other reason)"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	getsKept, err := meter.Int64ObservableCounter("signoz.cache.gets.kept", metric.WithDescription("GetsKept is the number of Get calls that make it into internal buffers"))
+	getsKept, err := meter.Int64ObservableGauge("signoz.cache.gets.kept", metric.WithDescription("GetsKept is the number of Get calls that make it into internal buffers"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
 
-	costUsed, err := meter.Int64ObservableGauge("signoz.cache.cost.used", metric.WithDescription("CostUsed is the current retained cost in the cache (CostAdded - CostEvicted)."))
-	if err != nil {
-		errs = errors.Join(errs, err)
-	}
-
-	totalCost, err := meter.Int64ObservableGauge("signoz.cache.total.cost", metric.WithDescription("TotalCost is the configured MaxCost ceiling for the cache."))
+	totalCost, err := meter.Int64ObservableGauge("signoz.cache.total.cost", metric.WithDescription("TotalCost is the available cost configured for the cache"))
 	if err != nil {
 		errs = errors.Join(errs, err)
 	}
@@ -111,7 +105,6 @@ func newMetrics(meter metric.Meter) (*telemetry, error) {
 		setsRejected: setsRejected,
 		getsDropped:  getsDropped,
 		getsKept:     getsKept,
-		costUsed:     costUsed,
 		totalCost:    totalCost,
 	}, nil
 }

pkg/cache/rediscache/provider_test.go

@@ -29,10 +29,6 @@ func (cacheable *CacheableA) Clone() cachetypes.Cacheable {
 	}
 }
 
-func (cacheable *CacheableA) Cost() int64 {
-	return int64(len(cacheable.Key)) + 16
-}
-
 func (cacheable *CacheableA) MarshalBinary() ([]byte, error) {
 	return json.Marshal(cacheable)
 }

pkg/modules/spanmapper/implspanmapper/module.go

@@ -2,12 +2,17 @@ package implspanmapper
 
 import (
 	"context"
+	"encoding/json"
 
 	"github.com/SigNoz/signoz/pkg/modules/spanmapper"
+	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/SigNoz/signoz/pkg/types/opamptypes"
 	"github.com/SigNoz/signoz/pkg/types/spantypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
+var _ spanmapper.Module = (*module)(nil)
+
 type module struct {
 	store spantypes.SpanMapperStore
 }
@@ -34,11 +39,22 @@ func (module *module) UpdateGroup(ctx context.Context, orgID, id valuer.UUID, na
 		return err
 	}
 	group.Update(name, condition, enabled, updatedBy)
-	return module.store.UpdateGroup(ctx, group)
+
+	err = module.store.UpdateGroup(ctx, group)
+	if err != nil {
+		return err
+	}
+	agentConf.NotifyConfigUpdate(ctx)
+	return nil
 }
 
 func (module *module) DeleteGroup(ctx context.Context, orgID, id valuer.UUID) error {
-	return module.store.DeleteGroup(ctx, orgID, id)
+	err := module.store.DeleteGroup(ctx, orgID, id)
+	if err != nil {
+		return err
+	}
+	agentConf.NotifyConfigUpdate(ctx)
+	return nil
 }
 
 func (module *module) ListMappers(ctx context.Context, orgID, groupID valuer.UUID) ([]*spantypes.SpanMapper, error) {
@@ -54,7 +70,12 @@ func (module *module) CreateMapper(ctx context.Context, orgID, groupID valuer.UU
 	if _, err := module.store.GetGroup(ctx, orgID, groupID); err != nil {
 		return err
 	}
-	return module.store.CreateMapper(ctx, mapper)
+	err := module.store.CreateMapper(ctx, mapper)
+	if err != nil {
+		return err
+	}
+	agentConf.NotifyConfigUpdate(ctx)
+	return nil
 }
 
 func (module *module) UpdateMapper(ctx context.Context, orgID, groupID, id valuer.UUID, fieldContext spantypes.FieldContext, config *spantypes.SpanMapperConfig, enabled *bool, updatedBy string) error {
@@ -66,9 +87,72 @@ func (module *module) UpdateMapper(ctx context.Context, orgID, groupID, id value
 		return err
 	}
 	mapper.Update(fieldContext, config, enabled, updatedBy)
-	return module.store.UpdateMapper(ctx, mapper)
+	err = module.store.UpdateMapper(ctx, mapper)
+	if err != nil {
+		return err
+	}
+	agentConf.NotifyConfigUpdate(ctx)
+	return nil
 }
 
 func (module *module) DeleteMapper(ctx context.Context, orgID, groupID, id valuer.UUID) error {
-	return module.store.DeleteMapper(ctx, orgID, groupID, id)
+	err := module.store.DeleteMapper(ctx, orgID, groupID, id)
+	if err != nil {
+		return err
+	}
+	agentConf.NotifyConfigUpdate(ctx)
+	return nil
+}
+
+func (module *module) AgentFeatureType() agentConf.AgentFeatureType {
+	return spantypes.SpanAttrMappingFeatureType
+}
+
+func (module *module) RecommendAgentConfig(orgID valuer.UUID, currentConfYaml []byte, configVersion *opamptypes.AgentConfigVersion) ([]byte, string, error) {
+	ctx := context.Background()
+
+	enabled, err := module.listEnabledGroupsWithMappers(ctx, orgID)
+	if err != nil {
+		return nil, "", err
+	}
+
+	updatedConf, err := spantypes.GenerateCollectorConfigWithSpanMapperProcessor(currentConfYaml, enabled)
+	if err != nil {
+		return nil, "", err
+	}
+
+	serialized, err := json.Marshal(enabled)
+	if err != nil {
+		return nil, "", err
+	}
+
+	return updatedConf, string(serialized), nil
+}
+
+// listEnabledGroupsWithMappers returns groups with their mappers.
+func (module *module) listEnabledGroupsWithMappers(ctx context.Context, orgID valuer.UUID) ([]*spantypes.SpanMapperGroupWithMappers, error) {
+	enabled := true
+	groups, err := module.store.ListGroups(ctx, orgID, &spantypes.ListSpanMapperGroupsQuery{Enabled: &enabled})
+	if err != nil {
+		return nil, err
+	}
+
+	out := make([]*spantypes.SpanMapperGroupWithMappers, 0, len(groups))
+	for _, g := range groups {
+		mappers, err := module.store.ListMappers(ctx, orgID, g.ID)
+		if err != nil {
+			return nil, err
+		}
+		if len(mappers) == 0 {
+			continue
+		}
+		enabledMappers := make([]*spantypes.SpanMapper, 0, len(mappers))
+		for _, m := range mappers {
+			if m.Enabled {
+				enabledMappers = append(enabledMappers, m)
+			}
+		}
+		out = append(out, &spantypes.SpanMapperGroupWithMappers{Group: g, Mappers: enabledMappers})
+	}
+	return out, nil
 }

pkg/modules/spanmapper/spanmapper.go

@@ -4,12 +4,16 @@ import (
 	"context"
 	"net/http"
 
+	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	"github.com/SigNoz/signoz/pkg/types/spantypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 // Module defines the business logic for span attribute mapping groups and mappers.
 type Module interface {
+	// Since this module interacts with OpAMP, it must implement the AgentFeature interface.
+	agentConf.AgentFeature
+
 	// Group operations
 	ListGroups(ctx context.Context, orgID valuer.UUID, q *spantypes.ListSpanMapperGroupsQuery) ([]*spantypes.SpanMapperGroup, error)
 	GetGroup(ctx context.Context, orgID, id valuer.UUID) (*spantypes.SpanMapperGroup, error)

pkg/querier/postprocess.go

@@ -335,8 +335,10 @@ func (q *querier) applyFormulas(ctx context.Context, results map[string]*qbtypes
 			}
 		case qbtypes.RequestTypeScalar:
 			result := q.processScalarFormula(ctx, results, formula, req)
-			// For scalar results, apply limit by processScalarFormula itself since it needs to be applied before converting back to scalar format
-			results[name] = result
+			if result != nil {
+				result = q.applySeriesLimit(result, formula.Limit, formula.Order)
+				results[name] = result
+			}
 		}
 	}
 
@@ -524,9 +526,6 @@ func (q *querier) processScalarFormula(
 		return nil
 	}
 
-	// Apply ordering (and limit) before converting to scalar format.
-	formulaSeries = qbtypes.ApplySeriesLimit(formulaSeries, formula.Order, formula.Limit)
-
 	// Convert back to scalar format
 	scalarResult := &qbtypes.ScalarData{
 		QueryName: formula.Name,

pkg/querier/postprocess_test.go

@@ -1,155 +1,15 @@
 package querier
 
 import (
-	"context"
 	"testing"
 
-	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
-// scalarInputResult builds a ScalarData result with one group column ("service")
-// and one aggregation column ("__result"), holding the provided (service, value) rows.
-func scalarInputResult(queryName string, rows []struct {
-	service string
-	value   float64
-}) *qbtypes.Result {
-	serviceKey := telemetrytypes.TelemetryFieldKey{
-		Name:          "service",
-		FieldDataType: telemetrytypes.FieldDataTypeString,
-	}
-	resultKey := telemetrytypes.TelemetryFieldKey{
-		Name:          "__result",
-		FieldDataType: telemetrytypes.FieldDataTypeFloat64,
-	}
-
-	data := make([][]any, 0, len(rows))
-	for _, r := range rows {
-		data = append(data, []any{r.service, r.value})
-	}
-
-	return &qbtypes.Result{
-		Value: &qbtypes.ScalarData{
-			QueryName: queryName,
-			Columns: []*qbtypes.ColumnDescriptor{
-				{
-					TelemetryFieldKey: serviceKey,
-					QueryName:         queryName,
-					Type:              qbtypes.ColumnTypeGroup,
-				},
-				{
-					TelemetryFieldKey: resultKey,
-					QueryName:         queryName,
-					AggregationIndex:  0,
-					Type:              qbtypes.ColumnTypeAggregation,
-				},
-			},
-			Data: data,
-		},
-	}
-}
-
-func TestProcessScalarFormula_AppliesOrderAndLimit(t *testing.T) {
-	q := &querier{
-		logger: instrumentationtest.New().Logger(),
-	}
-
-	// Mimic what a dashboard emits: orderBy keyed by the formula name ("F1"),
-	// which applyFormulas rewrites to __result before sorting.
-	orderByFormula := func(name string, dir qbtypes.OrderDirection) []qbtypes.OrderBy {
-		return []qbtypes.OrderBy{
-			{
-				Key: qbtypes.OrderByKey{
-					TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-						Name: name,
-					},
-				},
-				Direction: dir,
-			},
-		}
-	}
-
-	// A+B per service: a=101, b=11, c=2
-	makeInputs := func() map[string]*qbtypes.Result {
-		return map[string]*qbtypes.Result{
-			"A": scalarInputResult("A", []struct {
-				service string
-				value   float64
-			}{
-				{"a", 100},
-				{"b", 10},
-				{"c", 1},
-			}),
-			"B": scalarInputResult("B", []struct {
-				service string
-				value   float64
-			}{
-				{"a", 1},
-				{"b", 0},
-				{"c", 1},
-			}),
-		}
-	}
-
-	makeReq := func(formula qbtypes.QueryBuilderFormula) *qbtypes.QueryRangeRequest {
-		return &qbtypes.QueryRangeRequest{
-			RequestType: qbtypes.RequestTypeScalar,
-			CompositeQuery: qbtypes.CompositeQuery{
-				Queries: []qbtypes.QueryEnvelope{
-					{Type: qbtypes.QueryTypeBuilder, Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{Name: "A"}},
-					{Type: qbtypes.QueryTypeBuilder, Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{Name: "B"}},
-					{Type: qbtypes.QueryTypeFormula, Spec: formula},
-				},
-			},
-		}
-	}
-
-	t.Run("F1 desc with limit truncates and sorts", func(t *testing.T) {
-		formula := qbtypes.QueryBuilderFormula{
-			Name:       "F1",
-			Expression: "A + B",
-			Order:      orderByFormula("F1", qbtypes.OrderDirectionDesc),
-			Limit:      2,
-		}
-
-		out := q.applyFormulas(context.Background(), makeInputs(), makeReq(formula))
-		got, ok := out["F1"]
-		require.True(t, ok, "formula result missing")
-		scalar, ok := got.Value.(*qbtypes.ScalarData)
-		require.True(t, ok, "expected *ScalarData, got %T", got.Value)
-
-		// Limit=2 + F1 desc: the two largest __result rows in descending order.
-		require.Len(t, scalar.Data, 2, "limit=2 was ignored before the fix")
-		require.Equal(t, "a", scalar.Data[0][0])
-		require.InDelta(t, 101.0, scalar.Data[0][1].(float64), 1e-9)
-		require.Equal(t, "b", scalar.Data[1][0])
-		require.InDelta(t, 10.0, scalar.Data[1][1].(float64), 1e-9)
-	})
-
-	t.Run("F1 desc without limit sorts all rows", func(t *testing.T) {
-		formula := qbtypes.QueryBuilderFormula{
-			Name:       "F1",
-			Expression: "A / B",
-			Order:      orderByFormula("F1", qbtypes.OrderDirectionAsc),
-		}
-
-		out := q.applyFormulas(context.Background(), makeInputs(), makeReq(formula))
-		got, ok := out["F1"]
-		require.True(t, ok)
-		scalar, ok := got.Value.(*qbtypes.ScalarData)
-		require.True(t, ok)
-
-		require.Len(t, scalar.Data, 2)
-		require.Equal(t, "c", scalar.Data[0][0])
-		require.InDelta(t, 1.0, scalar.Data[0][1].(float64), 1e-9)
-		require.Equal(t, "a", scalar.Data[1][0])
-		require.InDelta(t, 100.0, scalar.Data[1][1].(float64), 1e-9)
-	})
-}
-
 // Multiple series with different number of labels, shouldn't panic and should align labels correctly.
 func TestConvertTimeSeriesDataToScalar_RaggedLabels(t *testing.T) {
 	label := func(name string, value any) *qbtypes.Label {

pkg/query-service/app/parser.go

@@ -769,13 +769,6 @@ func ParseQueryRangeParams(r *http.Request) (*v3.QueryRangeParamsV3, *model.ApiE
 		return nil, &model.ApiError{Typ: model.ErrorBadData, Err: err}
 	}
 
-	// Clamp the top-level Step for PromQL
-	if queryRangeParams.CompositeQuery.QueryType == v3.QueryTypePromQL {
-		if minStep := common.MinAllowedStepInterval(queryRangeParams.Start, queryRangeParams.End); queryRangeParams.Step < minStep {
-			queryRangeParams.Step = minStep
-		}
-	}
-
 	// prepare the variables for the corresponding query type
 	formattedVars := make(map[string]interface{})
 	for name, value := range queryRangeParams.Variables {

pkg/query-service/model/cacheable.go

@@ -41,11 +41,6 @@ func (c *GetWaterfallSpansForTraceWithMetadataCache) Clone() cachetypes.Cacheabl
 	}
 }
 
-func (c *GetWaterfallSpansForTraceWithMetadataCache) Cost() int64 {
-	const perSpanBytes = 256
-	return int64(c.TotalSpans) * perSpanBytes
-}
-
 func (c *GetWaterfallSpansForTraceWithMetadataCache) MarshalBinary() (data []byte, err error) {
 	return json.Marshal(c)
 }
@@ -71,16 +66,6 @@ func (c *GetFlamegraphSpansForTraceCache) Clone() cachetypes.Cacheable {
 	}
 }
 
-func (c *GetFlamegraphSpansForTraceCache) Cost() int64 {
-	const perSpanBytes = 128
-	var spans int64
-	for _, row := range c.SelectedSpans {
-		spans += int64(len(row))
-	}
-	spans += int64(len(c.TraceRoots))
-	return spans * perSpanBytes
-}
-
 func (c *GetFlamegraphSpansForTraceCache) MarshalBinary() (data []byte, err error) {
 	return json.Marshal(c)
 }

pkg/types/cachetypes/cacheable.go

@@ -18,10 +18,6 @@ type Cloneable interface {
 	// Creates a deep copy of the Cacheable. This method is useful for memory caches to avoid the need for serialization/deserialization. It also prevents
 	// race conditions in the memory cache.
 	Clone() Cacheable
-	// Cost returns the weight of this entry for cost-based cache accounting
-	// and eviction. Typically derived from the approximate retained byte size,
-	// but the value represents cache cost, not literal bytes.
-	Cost() int64
 }
 
 func NewSha1CacheKey(val string) string {

pkg/types/querybuildertypes/querybuildertypesv5/cached.go

@@ -59,21 +59,3 @@ func (c *CachedData) Clone() cachetypes.Cacheable {
 
 	return clonedCachedData
 }
-
-// Cost approximates the retained bytes of this CachedData for use as the
-// ristretto cache cost. The dominant contributor is the serialized bucket
-// values (json.RawMessage); other fields are fixed-size or small strings.
-func (c *CachedData) Cost() int64 {
-	var size int64
-	for _, b := range c.Buckets {
-		if b == nil {
-			continue
-		}
-		// Value is the bulk of the payload
-		size += int64(len(b.Value))
-	}
-	for _, w := range c.Warnings {
-		size += int64(len(w))
-	}
-	return size
-}

pkg/types/spantypes/mappergroup.go

@@ -13,7 +13,9 @@ var (
 	ErrCodeMappingGroupAlreadyExists = errors.MustNewCode("span_attribute_mapping_group_already_exists")
 )
 
-// A group runs when any of the listed attribute/resource key patterns match.
+// SpanMapperGroupCondition gates whether a group's rules run for a given span.
+// A group runs when any attribute or resource key on the span CONTAINS one of
+// the listed substrings (plain substring match — no glob syntax).
 type SpanMapperGroupCondition struct {
 	Attributes []string `json:"attributes" required:"true" nullable:"true"`
 	Resource   []string `json:"resource" required:"true" nullable:"true"`

pkg/types/spantypes/spanmapperprocessor.go

@@ -0,0 +1,144 @@
+package spantypes
+
+import (
+	"sort"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/goccy/go-yaml"
+)
+
+const (
+	SpanAttrMappingFeatureType agentConf.AgentFeatureType = "span_attr_mapping"
+
+	ProcessorName = "signozspanmapper"
+)
+
+var (
+	ErrCodeInvalidCollectorConfig      = errors.MustNewCode("invalid_collector_config")
+	ErrCodeBuildMappingProcessorConfig = errors.MustNewCode("build_mapping_processor_config")
+)
+
+type SpanMapperGroupWithMappers struct {
+	Group   *SpanMapperGroup `json:"group"`
+	Mappers []*SpanMapper    `json:"mappers"`
+}
+
+// spanMapperProcessorConfig is the collector config for signozspanmapper.
+type spanMapperProcessorConfig struct {
+	Groups []spanMapperProcessorGroup `yaml:"groups" json:"groups"`
+}
+
+type spanMapperProcessorGroup struct {
+	ID         string                         `yaml:"id" json:"id"`
+	ExistsAny  spanMapperProcessorExistsAny   `yaml:"exists_any" json:"exists_any"`
+	Attributes []spanMapperProcessorAttribute `yaml:"attributes" json:"attributes"`
+}
+
+type spanMapperProcessorExistsAny struct {
+	Attributes []string `yaml:"attributes,omitempty" json:"attributes,omitempty"`
+	Resource   []string `yaml:"resource,omitempty" json:"resource,omitempty"`
+}
+
+type spanMapperProcessorAttribute struct {
+	Target  string   `yaml:"target" json:"target"`
+	Context string   `yaml:"context,omitempty" json:"context,omitempty"`
+	Action  string   `yaml:"action,omitempty" json:"action,omitempty"`
+	Sources []string `yaml:"sources" json:"sources"`
+}
+
+func GenerateCollectorConfigWithSpanMapperProcessor(currentConfYaml []byte, groups []*SpanMapperGroupWithMappers) ([]byte, error) {
+	var collectorConf map[string]any
+	if err := yaml.Unmarshal(currentConfYaml, &collectorConf); err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInvalidInput, ErrCodeInvalidCollectorConfig, "failed to unmarshal collector config")
+	}
+	// rare but don't do anything in this case, also means it's just comments.
+	if collectorConf == nil {
+		collectorConf = map[string]any{}
+	}
+
+	processors := map[string]any{}
+	if existing, ok := collectorConf["processors"]; ok && existing != nil {
+		p, ok := existing.(map[string]any)
+		if !ok {
+			return nil, errors.Newf(errors.TypeInvalidInput, ErrCodeInvalidCollectorConfig, "collector config 'processors' must be a mapping, got %T", existing)
+		}
+		processors = p
+	}
+
+	procConfig := buildProcessorConfig(groups)
+	configBytes, err := yaml.Marshal(procConfig)
+	if err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, ErrCodeBuildMappingProcessorConfig, "failed to marshal span mapper processor config")
+	}
+	var configMap any
+	if err := yaml.Unmarshal(configBytes, &configMap); err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, ErrCodeBuildMappingProcessorConfig, "failed to re-unmarshal span mapper processor config")
+	}
+
+	processors[ProcessorName] = configMap
+	collectorConf["processors"] = processors
+
+	out, err := yaml.Marshal(collectorConf)
+	if err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, ErrCodeBuildMappingProcessorConfig, "failed to marshal collector config")
+	}
+	return out, nil
+}
+
+func buildProcessorConfig(groups []*SpanMapperGroupWithMappers) *spanMapperProcessorConfig {
+	out := make([]spanMapperProcessorGroup, 0, len(groups))
+
+	for _, gm := range groups {
+		rules := make([]spanMapperProcessorAttribute, 0, len(gm.Mappers))
+		for _, m := range gm.Mappers {
+			rules = append(rules, buildAttributeRule(m))
+		}
+
+		out = append(out, spanMapperProcessorGroup{
+			ID: gm.Group.Name,
+			ExistsAny: spanMapperProcessorExistsAny{
+				Attributes: gm.Group.Condition.Attributes,
+				Resource:   gm.Group.Condition.Resource,
+			},
+			Attributes: rules,
+		})
+	}
+
+	return &spanMapperProcessorConfig{Groups: out}
+}
+
+// buildAttributeRule maps a single SpanMapper to a collector attribute rule.
+// Sources are sorted by Priority DESC (highest-priority first), and read-from-
+// resource sources are encoded via the "resource." prefix.
+func buildAttributeRule(m *SpanMapper) spanMapperProcessorAttribute {
+	sources := make([]SpanMapperSource, len(m.Config.Sources))
+	copy(sources, m.Config.Sources)
+	sort.SliceStable(sources, func(i, j int) bool { return sources[i].Priority > sources[j].Priority })
+
+	keys := make([]string, 0, len(sources))
+	for _, s := range sources {
+		if s.Context == FieldContextResource {
+			keys = append(keys, FieldContextResource.StringValue()+"."+s.Key)
+		} else {
+			keys = append(keys, s.Key)
+		}
+	}
+
+	action := SpanMapperOperationCopy
+	if len(sources) > 0 && sources[0].Operation == SpanMapperOperationMove {
+		action = SpanMapperOperationMove
+	}
+
+	ctx := FieldContextSpanAttribute
+	if m.FieldContext == FieldContextResource {
+		ctx = FieldContextResource
+	}
+
+	return spanMapperProcessorAttribute{
+		Target:  m.Name,
+		Context: ctx.StringValue(),
+		Action:  action.StringValue(),
+		Sources: keys,
+	}
+}

pkg/types/spantypes/spanmapperprocessor_test.go

@@ -0,0 +1,193 @@
+package spantypes
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"gopkg.in/yaml.v3"
+)
+
+func TestGenerateCollectorConfigWithSpanMapperProcessor(t *testing.T) {
+	t.Parallel()
+
+	baseline := loadFixture(t, "collector_baseline.yaml")
+
+	tests := []struct {
+		name   string
+		groups []*SpanMapperGroupWithMappers
+		want   string
+	}{
+		{
+			name: "no_groups",
+			want: "collector_no_groups.yaml",
+		},
+		{
+			name: "with_groups",
+			groups: []*SpanMapperGroupWithMappers{
+				{
+					Group: newGroup("llm", []string{"model"}, []string{"service.name"}),
+					Mappers: []*SpanMapper{
+						newMapper("gen_ai.request.model", FieldContextResource,
+							attrSrc("gen_ai.llm.model", SpanMapperOperationCopy, 3),
+							attrSrc("llm.model", SpanMapperOperationCopy, 2),
+							resSrc("service.name", SpanMapperOperationCopy, 1),
+						),
+						newMapper("gen_ai.request.tokens", FieldContextSpanAttribute,
+							attrSrc("gen_ai.request_tokens", SpanMapperOperationCopy, 2),
+							attrSrc("llm.tokens", SpanMapperOperationCopy, 1),
+						),
+						newMapper("gen_ai.request.input", FieldContextSpanAttribute,
+							attrSrc("gen_ai.input", SpanMapperOperationMove, 2),
+							attrSrc("llm.input", SpanMapperOperationMove, 1),
+						),
+					},
+				},
+				{
+					Group: newGroup("agent", []string{"agent."}, nil),
+					Mappers: []*SpanMapper{
+						newMapper("gen_ai.agent.name", FieldContextSpanAttribute,
+							attrSrc("agent.name", SpanMapperOperationCopy, 2),
+							attrSrc("llm.agent.name", SpanMapperOperationCopy, 1),
+						),
+						newMapper("gen_ai.agent.id", FieldContextSpanAttribute,
+							attrSrc("gen_ai.agent.id", SpanMapperOperationCopy, 2),
+							attrSrc("llm.agent.id", SpanMapperOperationCopy, 1),
+						),
+					},
+				},
+				{
+					Group: newGroup("tool", []string{"agent."}, nil),
+					Mappers: []*SpanMapper{
+						newMapper("gen_ai.tool.name", FieldContextSpanAttribute,
+							attrSrc("ai.tool.name", SpanMapperOperationCopy, 2),
+							attrSrc("llm.tool.name", SpanMapperOperationCopy, 1),
+						),
+					},
+				},
+			},
+			want: "collector_with_groups.yaml",
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+			got, err := GenerateCollectorConfigWithSpanMapperProcessor(baseline, tc.groups)
+			require.NoError(t, err)
+			assertYAMLEqual(t, loadFixture(t, tc.want), got)
+		})
+	}
+}
+
+func TestGenerateCollectorConfigWithSpanMapperProcessor_Errors(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name string
+		in   []byte
+	}{
+		{"processors_not_a_map", []byte("processors: not-a-map\n")},
+		{"malformed_yaml", []byte(": :")},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+			_, err := GenerateCollectorConfigWithSpanMapperProcessor(tc.in, nil)
+			require.Error(t, err)
+			assert.True(t, errors.Ast(err, errors.TypeInvalidInput), "want TypeInvalidInput, got %v", err)
+			assert.True(t, errors.Asc(err, ErrCodeInvalidCollectorConfig), "want ErrCodeInvalidCollectorConfig, got %v", err)
+		})
+	}
+}
+
+func TestBuildAttributeRule(t *testing.T) {
+	t.Parallel()
+
+	tests := []struct {
+		name   string
+		mapper *SpanMapper
+		want   spanMapperProcessorAttribute
+	}{
+		{
+			name: "priority_sort_and_resource_prefix",
+			mapper: newMapper("gen_ai.request.model", FieldContextResource,
+				attrSrc("llm.model", SpanMapperOperationCopy, 20),
+				resSrc("service.name", SpanMapperOperationCopy, 10),
+				attrSrc("gen_ai.llm.model", SpanMapperOperationCopy, 30),
+			),
+			want: spanMapperProcessorAttribute{
+				Target:  "gen_ai.request.model",
+				Context: FieldContextResource.StringValue(),
+				Action:  SpanMapperOperationCopy.StringValue(),
+				Sources: []string{"gen_ai.llm.model", "llm.model", "resource.service.name"},
+			},
+		},
+		{
+			name: "move_action_follows_highest_priority_source",
+			mapper: newMapper("gen_ai.request.input", FieldContextSpanAttribute,
+				attrSrc("gen_ai.input", SpanMapperOperationMove, 20),
+				attrSrc("llm.input", SpanMapperOperationMove, 10),
+			),
+			want: spanMapperProcessorAttribute{
+				Target:  "gen_ai.request.input",
+				Context: FieldContextSpanAttribute.StringValue(),
+				Action:  SpanMapperOperationMove.StringValue(),
+				Sources: []string{"gen_ai.input", "llm.input"},
+			},
+		},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.name, func(t *testing.T) {
+			t.Parallel()
+			assert.Equal(t, tc.want, buildAttributeRule(tc.mapper))
+		})
+	}
+}
+
+func loadFixture(t *testing.T, name string) []byte {
+	t.Helper()
+	b, err := os.ReadFile(filepath.Join("testdata", name))
+	require.NoError(t, err)
+	return b
+}
+
+// assertYAMLEqual compares two YAML documents structurally so key order and
+// slice formatting do not matter.
+func assertYAMLEqual(t *testing.T, want, got []byte) {
+	t.Helper()
+	var w, g any
+	require.NoError(t, yaml.Unmarshal(want, &w))
+	require.NoError(t, yaml.Unmarshal(got, &g))
+	assert.Equal(t, w, g)
+}
+
+func newGroup(name string, attrs, res []string) *SpanMapperGroup {
+	return &SpanMapperGroup{
+		Name:      name,
+		Condition: SpanMapperGroupCondition{Attributes: attrs, Resource: res},
+		Enabled:   true,
+	}
+}
+
+func newMapper(name string, target FieldContext, sources ...SpanMapperSource) *SpanMapper {
+	return &SpanMapper{
+		Name:         name,
+		FieldContext: target,
+		Config:       SpanMapperConfig{Sources: sources},
+		Enabled:      true,
+	}
+}
+
+func attrSrc(key string, op SpanMapperOperation, priority int) SpanMapperSource {
+	return SpanMapperSource{Key: key, Context: FieldContextSpanAttribute, Operation: op, Priority: priority}
+}
+
+func resSrc(key string, op SpanMapperOperation, priority int) SpanMapperSource {
+	return SpanMapperSource{Key: key, Context: FieldContextResource, Operation: op, Priority: priority}
+}

pkg/types/spantypes/testdata/collector_baseline.yaml

@@ -0,0 +1,17 @@
+receivers:
+  otlp:
+    protocols:
+      grpc:
+processors:
+  signozspanmapper:
+    groups: []
+  batch: {}
+exporters:
+  otlp:
+    endpoint: localhost:4317
+service:
+  pipelines:
+    traces:
+      receivers: [otlp]
+      processors: [signozspanmapper, batch]
+      exporters: [otlp]

pkg/types/spantypes/testdata/collector_no_groups.yaml

@@ -0,0 +1,17 @@
+receivers:
+  otlp:
+    protocols:
+      grpc:
+processors:
+  signozspanmapper:
+    groups: []
+  batch: {}
+exporters:
+  otlp:
+    endpoint: localhost:4317
+service:
+  pipelines:
+    traces:
+      receivers: [otlp]
+      processors: [signozspanmapper, batch]
+      exporters: [otlp]

pkg/types/spantypes/testdata/collector_with_groups.yaml

@@ -0,0 +1,71 @@
+receivers:
+  otlp:
+    protocols:
+      grpc:
+processors:
+  signozspanmapper:
+    groups:
+      - id: llm
+        exists_any:
+          attributes:
+            - model
+          resource:
+            - service.name
+        attributes:
+          - target: gen_ai.request.model
+            context: resource
+            action: copy
+            sources:
+              - gen_ai.llm.model
+              - llm.model
+              - resource.service.name
+          - target: gen_ai.request.tokens
+            context: attribute
+            action: copy
+            sources:
+              - gen_ai.request_tokens
+              - llm.tokens
+          - target: gen_ai.request.input
+            context: attribute
+            action: move
+            sources:
+              - gen_ai.input
+              - llm.input
+      - id: agent
+        exists_any:
+          attributes:
+            - agent.
+        attributes:
+          - target: gen_ai.agent.name
+            context: attribute
+            action: copy
+            sources:
+              - agent.name
+              - llm.agent.name
+          - target: gen_ai.agent.id
+            context: attribute
+            action: copy
+            sources:
+              - gen_ai.agent.id
+              - llm.agent.id
+      - id: tool
+        exists_any:
+          attributes:
+            - agent.
+        attributes:
+          - target: gen_ai.tool.name
+            context: attribute
+            action: copy
+            sources:
+              - ai.tool.name
+              - llm.tool.name
+  batch: {}
+exporters:
+  otlp:
+    endpoint: localhost:4317
+service:
+  pipelines:
+    traces:
+      receivers: [otlp]
+      processors: [signozspanmapper, batch]
+      exporters: [otlp]

tests/fixtures/querier.py

@@ -200,8 +200,6 @@ def build_formula_query(
     *,
     functions: list[dict] | None = None,
     disabled: bool = False,
-    order: list[dict] | None = None,
-    limit: int | None = None,
 ) -> dict:
     spec: dict[str, Any] = {
         "name": name,
@@ -210,10 +208,6 @@ def build_formula_query(
     }
     if functions:
         spec["functions"] = functions
-    if order:
-        spec["order"] = order
-    if limit is not None:
-        spec["limit"] = limit
     return {"type": "builder_formula", "spec": spec}
 
 

tests/integration/tests/querier/01_logs.py

@@ -11,11 +11,6 @@ from fixtures.logs import Logs
 from fixtures.querier import (
     assert_identical_query_response,
     assert_minutely_bucket_values,
-    build_formula_query,
-    build_group_by_field,
-    build_logs_aggregation,
-    build_order_by,
-    build_scalar_query,
     find_named_result,
     index_series_by_label,
     make_query_request,
@@ -2116,180 +2111,3 @@ def test_logs_fill_zero_formula_with_group_by(
             expected_by_ts=expectations[service_name],
             context=f"logs/fillZero/F1/{service_name}",
         )
-
-
-def test_logs_formula_orderby_and_limit(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[list[Logs]], None],
-) -> None:
-    """
-    Test that formula results are correctly ordered and limited when
-    order and limit are applied on the formula.
-    """
-    now = datetime.now(tz=UTC).replace(second=0, microsecond=0)
-    logs: list[Logs] = []
-    # For service-i (i in 0..9): insert (10 - i) ERROR logs and 2 INFO logs.
-    # A counts ERROR, B counts INFO, so A/B = (10 - i) / 2.
-    # service-0 ratio = 5.0 (highest), service-9 ratio = 0.5 (lowest).
-    for i in range(10):
-        for j in range(10 - i):
-            logs.append(
-                Logs(
-                    timestamp=now - timedelta(minutes=j + 1),
-                    resources={"service.name": f"service-{i}"},
-                    attributes={"code.file": "test.py"},
-                    body=f"Error log {i}-{j}",
-                    severity_text="ERROR",
-                )
-            )
-        for k in range(2):
-            logs.append(
-                Logs(
-                    timestamp=now - timedelta(minutes=k + 1),
-                    resources={"service.name": f"service-{i}"},
-                    attributes={"code.file": "test.py"},
-                    body=f"Info log {i}-{k}",
-                    severity_text="INFO",
-                )
-            )
-    # Extra INFO-only services that appear in B but not in A. The formula
-    for name in ("service-info-only-1", "service-info-only-2"):
-        for k in range(2):
-            logs.append(
-                Logs(
-                    timestamp=now - timedelta(minutes=k + 1),
-                    resources={"service.name": name},
-                    attributes={"code.file": "test.py"},
-                    body=f"Info log {name}-{k}",
-                    severity_text="INFO",
-                )
-            )
-
-    # Logs look like this (columns = minutes before `now`; query range is
-    # (now - 15m, now], so the `now` column is the exclusive upper bound and
-    # no log lands there). E = ERROR, I = INFO, X = both at that minute.
-    #
-    #              t-10 t-9 t-8 t-7 t-6 t-5 t-4 t-3 t-2 t-1 |now |  A  B  A/B
-    # service-0:    E   E   E   E   E   E   E   E   X   X  |    | 10  2  5.0
-    # service-1:    .   E   E   E   E   E   E   E   X   X  |    |  9  2  4.5
-    # service-2:    .   .   E   E   E   E   E   E   X   X  |    |  8  2  4.0
-    # service-3:    .   .   .   E   E   E   E   E   X   X  |    |  7  2  3.5
-    # service-4:    .   .   .   .   E   E   E   E   X   X  |    |  6  2  3.0
-    # service-5:    .   .   .   .   .   E   E   E   X   X  |    |  5  2  2.5
-    # service-6:    .   .   .   .   .   .   E   E   X   X  |    |  4  2  2.0
-    # service-7:    .   .   .   .   .   .   .   E   X   X  |    |  3  2  1.5
-    # service-8:    .   .   .   .   .   .   .   .   X   X  |    |  2  2  1.0
-    # service-9:    .   .   .   .   .   .   .   .   I   X  |    |  1  2  0.5
-    # info-only-1:  .   .   .   .   .   .   .   .   I   I  |    |  0* 2  0.0
-    # info-only-2:  .   .   .   .   .   .   .   .   I   I  |    |  0* 2  0.0
-    #
-    # * A is missing for the info-only services; because A is count(), the
-    #   formula evaluator defaults missing A to 0, yielding A/B = 0.
-    insert_logs(logs)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    result = make_query_request(
-        signoz,
-        token,
-        start_ms=int((now - timedelta(minutes=15)).timestamp() * 1000),
-        end_ms=int(now.timestamp() * 1000),
-        request_type="scalar",
-        queries=[
-            build_scalar_query(
-                name="A",
-                signal="logs",
-                aggregations=[build_logs_aggregation("count()")],
-                group_by=[build_group_by_field("service.name")],
-                filter_expression="severity_text = 'ERROR'",
-                disabled=True,
-            ),
-            build_scalar_query(
-                name="B",
-                signal="logs",
-                aggregations=[build_logs_aggregation("count()")],
-                group_by=[build_group_by_field("service.name")],
-                filter_expression="severity_text = 'INFO'",
-                disabled=True,
-            ),
-            build_formula_query(
-                "F1",
-                "A / B",
-                order=[build_order_by("__result", "desc")],
-                limit=3,
-            ),
-            build_formula_query(
-                "F2",
-                "A / B",
-                order=[build_order_by("__result", "desc")],
-            ),
-            build_formula_query(
-                "F3",
-                "A / B",
-                order=[build_order_by("__result", "asc")],
-                limit=3,
-            ),
-            build_formula_query(
-                "F4",
-                "A / B",
-                order=[build_order_by("__result", "asc")],
-            ),
-        ],
-    )
-    assert result.status_code == HTTPStatus.OK
-    assert result.json()["status"] == "success"
-
-    results = result.json()["data"]["data"]["results"]
-
-    def extract_services_and_values(query_name: str) -> tuple[list, list]:
-        res = find_named_result(results, query_name)
-        assert res is not None, f"Expected formula result named {query_name}"
-        cols = res["columns"]
-        s_col = next(i for i, c in enumerate(cols) if c["name"] == "service.name")
-        v_col = next(i for i, c in enumerate(cols) if c["name"] == "__result")
-        rows = res["data"]
-        return [row[s_col] for row in rows], [row[v_col] for row in rows]
-
-    # Because A is count(), canDefaultZero["A"] is true; the formula evaluator
-    # defaults A to 0 for services that exist only in B. So the two INFO-only
-    # services appear in the formula result with value 0.0 (extreme bottom in
-    # desc order, extreme top in asc order). Their relative ordering is not
-    # deterministic across separate formula evaluations (tied values).
-    info_only_services = {"service-info-only-1", "service-info-only-2"}
-
-    # F2: desc, no limit -> 12 rows in descending order by value.
-    f2_services, f2_values = extract_services_and_values("F2")
-    assert len(f2_services) == 12, f"F2: expected 12 rows with no limit, got {len(f2_services)}"
-    assert f2_values == [5.0, 4.5, 4.0, 3.5, 3.0, 2.5, 2.0, 1.5, 1.0, 0.5, 0.0, 0.0], f2_values
-    # Top 10 have distinct positive values -> deterministic service ordering.
-    assert f2_services[:10] == [f"service-{i}" for i in range(10)], f2_services[:10]
-    # Tail 2 are the INFO-only services tied at 0.0 (order between them not guaranteed).
-    assert set(f2_services[10:]) == info_only_services, f2_services[10:]
-
-    # F1: desc + limit 3 -> must be exactly the first 3 rows of F2.
-    # Top 3 are not in the tie region, so prefix equality is safe.
-    f1_services, f1_values = extract_services_and_values("F1")
-    assert len(f1_services) == 3, f"F1: expected 3 rows after limit, got {len(f1_services)}"
-    assert f1_services == f2_services[:3], f"F1 services {f1_services} are not the prefix of F2 services {f2_services}"
-    assert f1_values == f2_values[:3], f"F1 values {f1_values} are not the prefix of F2 values {f2_values}"
-
-    # F4: asc, no limit -> 12 rows in ascending order by value.
-    f4_services, f4_values = extract_services_and_values("F4")
-    assert len(f4_services) == 12, f"F4: expected 12 rows with no limit, got {len(f4_services)}"
-    assert f4_values == sorted(f4_values), f"F4 not ascending: {f4_values}"
-    # First 2 are the INFO-only services tied at 0.0 (order between them not guaranteed).
-    assert set(f4_services[:2]) == info_only_services, f4_services[:2]
-    assert f4_values[:2] == [0.0, 0.0], f4_values[:2]
-    # Tail 10 are service-9 down to service-0 by value.
-    assert f4_services[2:] == [f"service-{i}" for i in reversed(range(10))], f4_services[2:]
-    assert f4_values[2:] == [(10 - i) / 2 for i in reversed(range(10))], f4_values[2:]
-
-    # F3: asc + limit 3 -> values must match F4[:3] exactly; service set must
-    # match too. Direct prefix equality on services would be flaky because the
-    # two tied INFO-only entries can swap order between formula evaluations.
-    f3_services, f3_values = extract_services_and_values("F3")
-    assert len(f3_services) == 3, f"F3: expected 3 rows after limit, got {len(f3_services)}"
-    assert f3_values == f4_values[:3], f"F3 values {f3_values} do not match F4[:3] values {f4_values[:3]}"
-    assert set(f3_services) == set(f4_services[:3]), f"F3 services {f3_services} do not match F4[:3] services {f4_services[:3]}"