fix: skip resource filter if it exceeds a threshold

* chore: use distinct fingerprint in resource filter

* fix: use group by instead of distinct

.github/workflows/e2eci.yaml

@@ -68,22 +68,9 @@ jobs:
       - name: pnpm-install
         run: |
           cd tests/e2e && pnpm install --frozen-lockfile
-      - name: playwright-cache
-        id: playwright-cache
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/ms-playwright
-          key: ${{ runner.os }}-playwright-${{ hashFiles('tests/e2e/pnpm-lock.yaml') }}
-          restore-keys: |
-            ${{ runner.os }}-playwright-
       - name: playwright-browsers
-        if: steps.playwright-cache.outputs.cache-hit != 'true'
         run: |
           cd tests/e2e && pnpm playwright install --with-deps ${{ matrix.project }}
-      - name: playwright-system-deps
-        if: steps.playwright-cache.outputs.cache-hit == 'true'
-        run: |
-          cd tests/e2e && pnpm playwright install-deps ${{ matrix.project }}
       - name: bring-up-stack
         run: |
           cd tests && \

.github/workflows/integrationci.yaml

@@ -52,6 +52,7 @@ jobs:
           - rootuser
           - serviceaccount
           - querier_json_body
+          - querier_skip_resource_fingerprint
           - ttl
         sqlstore-provider:
           - postgres

frontend/src/constants/localStorage.ts

@@ -42,4 +42,5 @@ export enum LOCALSTORAGE {
 	LICENSE_KEY_CALLOUT_DISMISSED = 'LICENSE_KEY_CALLOUT_DISMISSED',
 	DASHBOARD_PREFERENCES = 'DASHBOARD_PREFERENCES',
 	ACTIVE_SIGNOZ_INSTANCE_URL = 'ACTIVE_SIGNOZ_INSTANCE_URL',
+	DASHBOARDS_LIST_VISIBLE_COLUMNS = 'DASHBOARDS_LIST_VISIBLE_COLUMNS',
 }

frontend/src/hooks/useIsDashboardV2.ts

@@ -0,0 +1,10 @@
+import { FeatureKeys } from 'constants/features';
+import { useAppContext } from 'providers/App/App';
+
+export function useIsDashboardV2(): boolean {
+	const { featureFlags } = useAppContext();
+	return Boolean(
+		featureFlags?.find((flag) => flag.name === FeatureKeys.USE_DASHBOARD_V2)
+			?.active,
+	);
+}

frontend/src/pages/DashboardPageV2/DashboardPageV2.tsx

@@ -0,0 +1,5 @@
+function DashboardPageV2(): JSX.Element {
+	return <>DashboardPageV2</>;
+}
+
+export default DashboardPageV2;

frontend/src/pages/DashboardPageV2/index.tsx

@@ -1,8 +1,3 @@
-function DashboardPageV2(): JSX.Element {
-	return (
-		<div>
-			<h1>Dashboard Page V2</h1>
-		</div>
-	);
-}
+import DashboardPageV2 from './DashboardPageV2';
+
 export default DashboardPageV2;

frontend/src/pages/DashboardsListPageV2/DashboardsListPageV2.module.scss

@@ -0,0 +1,35 @@
+.page {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	width: 100%;
+}
+
+.header {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	padding: 0 8px;
+	gap: 8px;
+	height: 48px;
+}
+
+.headerLeft {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.icon {
+	color: var(--l2-foreground);
+}
+
+.text {
+	color: var(--muted-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}

frontend/src/pages/DashboardsListPageV2/DashboardsListPageV2.tsx

@@ -0,0 +1,41 @@
+import { useState } from 'react';
+import { AnnouncementBanner } from '@signozhq/ui/announcement-banner';
+import { Typography } from '@signozhq/ui/typography';
+import { LayoutGrid } from '@signozhq/icons';
+
+import HeaderRightSection from 'components/HeaderRightSection/HeaderRightSection';
+import DashboardsList from './components/DashboardsList';
+
+import styles from './DashboardsListPageV2.module.scss';
+
+function DashboardsListPageV2(): JSX.Element {
+	const [showBanner, setShowBanner] = useState(true);
+
+	return (
+		<div className={styles.page}>
+			{showBanner && (
+				<AnnouncementBanner
+					type="warning"
+					onClose={(): void => setShowBanner(false)}
+				>
+					You&apos;re on the V2 dashboards page. If you landed here unintentionally,
+					please reach out to Ashwin.
+				</AnnouncementBanner>
+			)}
+			<div className={styles.header}>
+				<div className={styles.headerLeft}>
+					<LayoutGrid size={14} className={styles.icon} />
+					<Typography.Text className={styles.text}>Dashboards</Typography.Text>
+				</div>
+				<HeaderRightSection
+					enableAnnouncements={false}
+					enableShare
+					enableFeedback
+				/>
+			</div>
+			<DashboardsList />
+		</div>
+	);
+}
+
+export default DashboardsListPageV2;

frontend/src/pages/DashboardsListPageV2/components/ActionsPopover/ActionsPopover.module.scss

@@ -0,0 +1,28 @@
+.content {
+	display: flex;
+	flex-direction: column;
+}
+
+// Make signoz ghost-Button rows fill the popover and left-align their label.
+.menuItem {
+	width: 100%;
+	justify-content: flex-start;
+}
+
+:global(.dashboardActionsPopover) {
+	:global(.ant-popover-inner) {
+		width: 200px;
+		height: auto;
+		flex-shrink: 0;
+		border-radius: 4px;
+		border: 1px solid var(--l1-border);
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+		padding: 0px;
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/ActionsPopover/ActionsPopover.tsx

@@ -0,0 +1,103 @@
+import { Popover } from 'antd';
+import { Button } from '@signozhq/ui/button';
+import {
+	Expand,
+	EllipsisVertical,
+	Link2,
+	SquareArrowOutUpRight,
+} from '@signozhq/icons';
+import { useCopyToClipboard } from 'react-use';
+import { getAbsoluteUrl } from 'utils/basePath';
+import { openInNewTab } from 'utils/navigation';
+
+import DeleteActionItem from './DeleteActionItem';
+import styles from './ActionsPopover.module.scss';
+
+interface Props {
+	link: string;
+	dashboardId: string;
+	dashboardName: string;
+	createdBy: string;
+	isLocked: boolean;
+	onView: (event: React.MouseEvent<HTMLElement>) => void;
+}
+
+function ActionsPopover({
+	link,
+	dashboardId,
+	dashboardName,
+	createdBy,
+	isLocked,
+	onView,
+}: Props): JSX.Element {
+	const [, setCopy] = useCopyToClipboard();
+
+	return (
+		<Popover
+			content={
+				<div className={styles.content}>
+					<Button
+						color="secondary"
+						className={styles.menuItem}
+						prefix={<Expand size={14} />}
+						onClick={onView}
+						testId="dashboard-action-view"
+					>
+						View
+					</Button>
+					<Button
+						color="secondary"
+						className={styles.menuItem}
+						prefix={<SquareArrowOutUpRight size={14} />}
+						onClick={(e): void => {
+							e.stopPropagation();
+							e.preventDefault();
+							openInNewTab(link);
+						}}
+						testId="dashboard-action-open-new-tab"
+					>
+						Open in New Tab
+					</Button>
+					<Button
+						color="secondary"
+						className={styles.menuItem}
+						prefix={<Link2 size={14} />}
+						onClick={(e): void => {
+							e.stopPropagation();
+							e.preventDefault();
+							setCopy(getAbsoluteUrl(link));
+						}}
+						testId="dashboard-action-copy-link"
+					>
+						Copy Link
+					</Button>
+					<DeleteActionItem
+						dashboardId={dashboardId}
+						dashboardName={dashboardName}
+						createdBy={createdBy}
+						isLocked={isLocked}
+					/>
+				</div>
+			}
+			placement="bottomRight"
+			arrow={false}
+			rootClassName="dashboardActionsPopover"
+			trigger="click"
+		>
+			<Button
+				size="icon"
+				variant="ghost"
+				color="secondary"
+				testId="dashboard-action-icon"
+				onClick={(e): void => {
+					e.stopPropagation();
+					e.preventDefault();
+				}}
+			>
+				<EllipsisVertical size={14} />
+			</Button>
+		</Popover>
+	);
+}
+
+export default ActionsPopover;

frontend/src/pages/DashboardsListPageV2/components/ActionsPopover/DeleteActionItem.tsx

@@ -0,0 +1,122 @@
+import { useCallback } from 'react';
+import { useTranslation } from 'react-i18next';
+import { useMutation, useQueryClient } from 'react-query';
+import { Modal, Tooltip } from 'antd';
+import { Button } from '@signozhq/ui/button';
+import { CircleAlert, Trash2 } from '@signozhq/icons';
+import { toast } from '@signozhq/ui/sonner';
+import { Divider } from '@signozhq/ui/divider';
+import { Typography } from '@signozhq/ui/typography';
+import deleteDashboard from 'api/v1/dashboards/id/delete';
+import { invalidateListDashboardsV2 } from 'api/generated/services/dashboard';
+import { useAppContext } from 'providers/App/App';
+import { useErrorModal } from 'providers/ErrorModalProvider';
+import APIError from 'types/api/error';
+import { USER_ROLES } from 'types/roles';
+
+import styles from './ActionsPopover.module.scss';
+
+interface Props {
+	dashboardId: string;
+	dashboardName: string;
+	createdBy: string;
+	isLocked: boolean;
+}
+
+function DeleteActionItem({
+	dashboardId,
+	dashboardName,
+	createdBy,
+	isLocked,
+}: Props): JSX.Element {
+	const { t } = useTranslation(['dashboard']);
+	const { user } = useAppContext();
+	const { showErrorModal } = useErrorModal();
+	const queryClient = useQueryClient();
+	const [modal, contextHolder] = Modal.useModal();
+
+	const isAuthor = user?.email === createdBy;
+	const isDisabled = isLocked || (user.role === USER_ROLES.VIEWER && !isAuthor);
+
+	const { mutate: runDelete } = useMutation({
+		mutationFn: () => deleteDashboard({ id: dashboardId }),
+		onSuccess: async () => {
+			toast.success(
+				t('dashboard:delete_dashboard_success', { name: dashboardName }),
+			);
+			await invalidateListDashboardsV2(queryClient);
+		},
+		onError: (error: APIError) => {
+			showErrorModal(error);
+		},
+	});
+
+	const openConfirm = useCallback((): void => {
+		const { destroy } = modal.confirm({
+			title: (
+				<Typography.Title level={5}>
+					Are you sure you want to delete the
+					<span style={{ color: 'var(--danger-background)', fontWeight: 500 }}>
+						{' '}
+						{dashboardName}{' '}
+					</span>
+					dashboard?
+				</Typography.Title>
+			),
+			icon: (
+				<CircleAlert
+					style={{ color: 'var(--danger-background)', marginInlineEnd: '12px' }}
+					size="3xl"
+				/>
+			),
+			okText: 'Delete',
+			okButtonProps: {
+				danger: true,
+				onClick: (e): void => {
+					e.preventDefault();
+					e.stopPropagation();
+					runDelete(undefined, { onSettled: () => destroy() });
+				},
+			},
+			centered: true,
+		});
+	}, [modal, dashboardName, runDelete]);
+
+	const tooltip = ((): string => {
+		if (!isLocked) {
+			return '';
+		}
+		if (user.role === USER_ROLES.ADMIN || isAuthor) {
+			return t('dashboard:locked_dashboard_delete_tooltip_admin_author');
+		}
+		return t('dashboard:locked_dashboard_delete_tooltip_editor');
+	})();
+
+	return (
+		<>
+			<Divider />
+			<Tooltip placement="left" title={tooltip}>
+				<Button
+					variant="ghost"
+					color="destructive"
+					className={styles.menuItem}
+					prefix={<Trash2 size={14} />}
+					disabled={isDisabled}
+					onClick={(e): void => {
+						e.preventDefault();
+						e.stopPropagation();
+						if (!isDisabled) {
+							openConfirm();
+						}
+					}}
+					testId="dashboard-action-delete"
+				>
+					Delete Dashboard
+				</Button>
+			</Tooltip>
+			{contextHolder}
+		</>
+	);
+}
+
+export default DeleteActionItem;

frontend/src/pages/DashboardsListPageV2/components/ConfigureMetadataModal/ConfigureMetadataModal.module.scss

@@ -0,0 +1,164 @@
+.content {
+	display: flex;
+	flex-direction: column;
+	gap: 14px;
+}
+
+.preview {
+	display: flex;
+	padding: 12px 14.634px;
+	flex-direction: column;
+	align-items: flex-start;
+	gap: 7.317px;
+	border-radius: 4px;
+	border: 0.915px solid var(--l1-border);
+	background: var(--l2-background);
+}
+
+.previewHeader {
+	display: flex;
+	gap: 10px;
+	align-items: center;
+}
+
+.previewIcon {
+	height: 14px;
+	width: 14px;
+}
+
+.previewTitle {
+	color: var(--l1-foreground);
+	font-family: Inter;
+	font-size: 12.805px;
+	font-style: normal;
+	font-weight: var(--font-weight-medium);
+	line-height: 18.293px;
+	letter-spacing: -0.064px;
+}
+
+.previewDetails {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	width: 100%;
+}
+
+.previewRow {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+}
+
+.formattedTime {
+	display: inline-flex;
+	gap: 8px;
+	align-items: center;
+	color: var(--l2-foreground);
+}
+
+.formattedTimeText {
+	font-family: Inter;
+	font-size: 12.805px;
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 16.463px;
+	letter-spacing: -0.064px;
+	color: var(--l2-foreground);
+}
+
+.user {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.userTag {
+	width: 12px;
+	height: 12px;
+	display: flex;
+	justify-content: center;
+	align-items: center;
+	color: var(--l2-foreground);
+	font-size: 8px;
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: normal;
+	letter-spacing: -0.05px;
+	border-radius: 12.805px;
+	background-color: var(--l1-background);
+}
+
+.userLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 12.805px;
+	font-weight: var(--font-weight-normal);
+	line-height: 16.463px;
+	letter-spacing: -0.064px;
+}
+
+.action {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	padding: 0px 0px 0px 14.634px;
+}
+
+.actionLeft {
+	display: flex;
+	gap: 10px;
+	align-items: center;
+}
+
+.connectionLine {
+	border-top: 1px dashed var(--l1-border);
+	min-width: 20px;
+	flex-grow: 1;
+	margin: 0px 8px;
+}
+
+.actionRight {
+	display: flex;
+	align-items: center;
+}
+
+.saveChanges {
+	display: flex;
+	width: 100%;
+	height: 32px;
+	padding: 8px 16px;
+	justify-content: center;
+	align-items: center;
+	flex-shrink: 0;
+	border-radius: 2px;
+	border: 1px solid var(--l1-border);
+	background: var(--l1-border);
+}
+
+:global(.configureMetadataModalRoot) {
+	:global(.ant-modal-content) {
+		width: 500px;
+		flex-shrink: 0;
+		border-radius: 4px;
+		border: 1px solid var(--l1-border);
+		background: var(--card);
+		box-shadow: 0px -4px 16px 2px rgba(0, 0, 0, 0.2);
+		padding: 0px;
+	}
+
+	:global(.ant-modal-header) {
+		background: var(--card);
+		padding: 16px;
+		border-bottom: 1px solid var(--l1-border);
+		margin-bottom: 0px;
+	}
+
+	:global(.ant-modal-body) {
+		padding: 14px 16px;
+	}
+
+	:global(.ant-modal-footer) {
+		margin-top: 0px;
+		padding: 4px 16px 16px 16px;
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/ConfigureMetadataModal/ConfigureMetadataModal.tsx

@@ -0,0 +1,218 @@
+import { useEffect, useState } from 'react';
+import { Button, Modal } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { Switch } from '@signozhq/ui/switch';
+import { CalendarClock, Check, Clock4 } from '@signozhq/icons';
+import { get } from 'lodash-es';
+import { Base64Icons } from 'container/DashboardContainer/DashboardSettings/General/utils';
+import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
+import { useTimezone } from 'providers/Timezone';
+
+import { lastUpdatedLabel, type DashboardListItem } from '../../utils';
+import {
+	DynamicColumns,
+	useDashboardsListVisibleColumnsStore,
+	type DashboardDynamicColumns,
+} from './useDynamicColumns';
+
+import styles from './ConfigureMetadataModal.module.scss';
+
+interface Props {
+	open: boolean;
+	previewDashboard: DashboardListItem | undefined;
+	onClose: () => void;
+}
+
+function ConfigureMetadataModal({
+	open,
+	previewDashboard,
+	onClose,
+}: Props): JSX.Element {
+	const { formatTimezoneAdjustedTimestamp } = useTimezone();
+
+	const storedColumns = useDashboardsListVisibleColumnsStore(
+		(s) => s.visibleColumns,
+	);
+	const setStoredColumns = useDashboardsListVisibleColumnsStore(
+		(s) => s.setVisibleColumns,
+	);
+	const [draftColumns, setDraftColumns] =
+		useState<DashboardDynamicColumns>(storedColumns);
+
+	useEffect(() => {
+		if (open) {
+			setDraftColumns(storedColumns);
+		}
+	}, [open, storedColumns]);
+
+	const handleSave = (): void => {
+		setStoredColumns(draftColumns);
+		onClose();
+	};
+
+	const previewImage = previewDashboard?.image || Base64Icons[0];
+	const previewName = previewDashboard?.spec?.display?.name;
+	const previewCreatedBy = previewDashboard?.createdBy;
+	const previewUpdatedBy = previewDashboard?.updatedBy;
+	const previewUpdatedAt = previewDashboard?.updatedAt;
+
+	const formattedCreatedAt = previewDashboard
+		? formatTimezoneAdjustedTimestamp(
+				get(previewDashboard, 'createdAt', '') as string,
+				DATE_TIME_FORMATS.DASH_DATETIME_UTC,
+			)
+		: '';
+
+	return (
+		<Modal
+			open={open}
+			onCancel={onClose}
+			title="Configure Metadata"
+			footer={
+				<Button
+					type="text"
+					icon={<Check size={14} />}
+					className={styles.saveChanges}
+					onClick={handleSave}
+				>
+					Save Changes
+				</Button>
+			}
+			rootClassName="configureMetadataModalRoot"
+		>
+			<div className={styles.content}>
+				<div className={styles.preview}>
+					<section className={styles.previewHeader}>
+						<img
+							src={previewImage}
+							alt="dashboard-image"
+							className={styles.previewIcon}
+						/>
+						<Typography.Text className={styles.previewTitle}>
+							{previewName}
+						</Typography.Text>
+					</section>
+					<section className={styles.previewDetails}>
+						<section className={styles.previewRow}>
+							{draftColumns.createdAt && (
+								<span className={styles.formattedTime}>
+									<CalendarClock size={14} />
+									<Typography.Text className={styles.formattedTimeText}>
+										{formattedCreatedAt}
+									</Typography.Text>
+								</span>
+							)}
+							{draftColumns.createdBy && (
+								<div className={styles.user}>
+									<Typography.Text className={styles.userTag}>
+										{previewCreatedBy?.substring(0, 1).toUpperCase()}
+									</Typography.Text>
+									<Typography.Text className={styles.userLabel}>
+										{previewCreatedBy}
+									</Typography.Text>
+								</div>
+							)}
+						</section>
+						<section className={styles.previewRow}>
+							{draftColumns.updatedAt && (
+								<span className={styles.formattedTime}>
+									<CalendarClock size={14} />
+									<Typography.Text className={styles.formattedTimeText}>
+										{lastUpdatedLabel(previewUpdatedAt)}
+									</Typography.Text>
+								</span>
+							)}
+							{draftColumns.updatedBy && (
+								<div className={styles.user}>
+									<Typography.Text className={styles.userTag}>
+										{previewUpdatedBy?.substring(0, 1).toUpperCase()}
+									</Typography.Text>
+									<Typography.Text className={styles.userLabel}>
+										{previewUpdatedBy}
+									</Typography.Text>
+								</div>
+							)}
+						</section>
+					</section>
+				</div>
+
+				<div className={styles.action}>
+					<div className={styles.actionLeft}>
+						<CalendarClock size={14} />
+						<Typography.Text>Created at</Typography.Text>
+					</div>
+					<div className={styles.connectionLine} />
+					<div className={styles.actionRight}>
+						<Switch
+							value
+							disabled
+							onChange={(check): void =>
+								setDraftColumns((prev) => ({
+									...prev,
+									[DynamicColumns.CREATED_AT]: check,
+								}))
+							}
+						/>
+					</div>
+				</div>
+				<div className={styles.action}>
+					<div className={styles.actionLeft}>
+						<CalendarClock size={14} />
+						<Typography.Text>Created by</Typography.Text>
+					</div>
+					<div className={styles.connectionLine} />
+					<div className={styles.actionRight}>
+						<Switch
+							value
+							disabled
+							onChange={(check): void =>
+								setDraftColumns((prev) => ({
+									...prev,
+									[DynamicColumns.CREATED_BY]: check,
+								}))
+							}
+						/>
+					</div>
+				</div>
+				<div className={styles.action}>
+					<div className={styles.actionLeft}>
+						<Clock4 size={14} />
+						<Typography.Text>Updated at</Typography.Text>
+					</div>
+					<div className={styles.connectionLine} />
+					<div className={styles.actionRight}>
+						<Switch
+							value={draftColumns.updatedAt}
+							onChange={(check): void =>
+								setDraftColumns((prev) => ({
+									...prev,
+									[DynamicColumns.UPDATED_AT]: check,
+								}))
+							}
+						/>
+					</div>
+				</div>
+				<div className={styles.action}>
+					<div className={styles.actionLeft}>
+						<Clock4 size={14} />
+						<Typography.Text>Updated by</Typography.Text>
+					</div>
+					<div className={styles.connectionLine} />
+					<div className={styles.actionRight}>
+						<Switch
+							value={draftColumns.updatedBy}
+							onChange={(check): void =>
+								setDraftColumns((prev) => ({
+									...prev,
+									[DynamicColumns.UPDATED_BY]: check,
+								}))
+							}
+						/>
+					</div>
+				</div>
+			</div>
+		</Modal>
+	);
+}
+
+export default ConfigureMetadataModal;

frontend/src/pages/DashboardsListPageV2/components/ConfigureMetadataModal/useDynamicColumns.ts

@@ -0,0 +1,52 @@
+import { create } from 'zustand';
+import { persist } from 'zustand/middleware';
+import { LOCALSTORAGE } from 'constants/localStorage';
+
+export interface DashboardDynamicColumns {
+	createdAt: boolean;
+	createdBy: boolean;
+	updatedAt: boolean;
+	updatedBy: boolean;
+}
+
+export enum DynamicColumns {
+	CREATED_AT = 'createdAt',
+	CREATED_BY = 'createdBy',
+	UPDATED_AT = 'updatedAt',
+	UPDATED_BY = 'updatedBy',
+}
+
+const DEFAULT_COLUMNS: DashboardDynamicColumns = {
+	createdAt: true,
+	createdBy: true,
+	updatedAt: false,
+	updatedBy: false,
+};
+
+interface DashboardsListVisibleColumnsState {
+	visibleColumns: DashboardDynamicColumns;
+	setVisibleColumns: (next: DashboardDynamicColumns) => void;
+}
+
+export const useDashboardsListVisibleColumnsStore =
+	create<DashboardsListVisibleColumnsState>()(
+		persist(
+			(set) => ({
+				visibleColumns: DEFAULT_COLUMNS,
+				setVisibleColumns: (next): void => {
+					set({ visibleColumns: next });
+				},
+			}),
+			{
+				name: LOCALSTORAGE.DASHBOARDS_LIST_VISIBLE_COLUMNS,
+				merge: (persisted, current) => ({
+					...current,
+					visibleColumns: {
+						...DEFAULT_COLUMNS,
+						...((persisted as Partial<DashboardsListVisibleColumnsState>)
+							?.visibleColumns ?? {}),
+					},
+				}),
+			},
+		),
+	);

frontend/src/pages/DashboardsListPageV2/components/CreateDashboardDropdown/CreateDashboardDropdown.module.scss

@@ -0,0 +1,34 @@
+.menuItem {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.templatesItem {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	gap: 8px;
+	width: 100%;
+}
+
+.primaryButton {
+	padding: 6px 12px;
+}
+
+.textButton {
+	display: flex;
+	width: 153px;
+	align-items: center;
+	height: 32px;
+	padding: 6px 12px;
+	justify-content: center;
+	gap: 6px;
+	border-radius: 2px;
+	background: var(--primary-background);
+	color: var(--l1-foreground);
+}
+
+:global(.createDashboardMenuOverlay) {
+	width: 200px;
+}

frontend/src/pages/DashboardsListPageV2/components/CreateDashboardDropdown/CreateDashboardDropdown.tsx

@@ -0,0 +1,119 @@
+import { useMemo } from 'react';
+// eslint-disable-next-line signoz/no-antd-components -- TODO: migrate Dropdown to @signozhq/ui/dropdown-menu
+import { Button, Dropdown, MenuProps } from 'antd';
+import cx from 'classnames';
+import logEvent from 'api/common/logEvent';
+import {
+	ExternalLink,
+	Github,
+	LayoutGrid,
+	Plus,
+	Radius,
+} from '@signozhq/icons';
+
+import styles from './CreateDashboardDropdown.module.scss';
+
+interface Props {
+	canCreate: boolean;
+	onCreate: () => void;
+	onImportJSON: () => void;
+	variant?: 'primary' | 'text';
+}
+
+const TEMPLATES_HREF =
+	'https://signoz.io/docs/dashboards/dashboard-templates/overview/';
+
+function CreateDashboardDropdown({
+	canCreate,
+	onCreate,
+	onImportJSON,
+	variant = 'primary',
+}: Props): JSX.Element {
+	const items: MenuProps['items'] = useMemo(() => {
+		const menuItems: MenuProps['items'] = [
+			{
+				key: 'import-json',
+				label: (
+					<div
+						className={styles.menuItem}
+						data-testid="import-json-menu-cta"
+						onClick={onImportJSON}
+					>
+						<Radius size={14} /> Import JSON
+					</div>
+				),
+			},
+			{
+				key: 'view-templates',
+				label: (
+					<a
+						href={TEMPLATES_HREF}
+						target="_blank"
+						rel="noopener noreferrer"
+						data-testid="view-templates-menu-cta"
+					>
+						<div className={styles.templatesItem}>
+							<div className={styles.menuItem}>
+								<Github size={14} /> View templates
+							</div>
+							<ExternalLink size={14} />
+						</div>
+					</a>
+				),
+			},
+		];
+
+		if (canCreate) {
+			menuItems.unshift({
+				key: 'create-dashboard',
+				label: (
+					<div
+						className={styles.menuItem}
+						data-testid="create-dashboard-menu-cta"
+						onClick={onCreate}
+					>
+						<LayoutGrid size={14} /> Create dashboard
+					</div>
+				),
+			});
+		}
+
+		return menuItems;
+	}, [canCreate, onCreate, onImportJSON]);
+
+	return (
+		<Dropdown
+			overlayClassName="createDashboardMenuOverlay"
+			menu={{ items }}
+			placement="bottomRight"
+			trigger={['click']}
+		>
+			{variant === 'primary' ? (
+				<Button
+					type="primary"
+					className={cx('periscope-btn primary', styles.primaryButton)}
+					icon={<Plus size={14} />}
+					data-testid="new-dashboard-cta"
+					onClick={(): void => {
+						logEvent('Dashboard List: New dashboard clicked', {});
+					}}
+				>
+					New dashboard
+				</Button>
+			) : (
+				<Button
+					type="text"
+					className={styles.textButton}
+					icon={<Plus size={14} />}
+					onClick={(): void => {
+						logEvent('Dashboard List: New dashboard clicked', {});
+					}}
+				>
+					New Dashboard
+				</Button>
+			)}
+		</Dropdown>
+	);
+}
+
+export default CreateDashboardDropdown;

frontend/src/pages/DashboardsListPageV2/components/DashboardRow/DashboardRow.module.scss

@@ -0,0 +1,152 @@
+.row {
+	padding: 12px 16px 16px 16px;
+	border: 1px solid var(--l1-border);
+	border-top: none;
+	background: var(--l2-background);
+	cursor: pointer;
+}
+
+.titleWithAction {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	gap: 8px;
+	min-height: 24px;
+}
+
+.titleBlock {
+	display: flex;
+	align-items: center;
+	gap: 6px;
+	line-height: 20px;
+	flex: 1 1 auto;
+	min-width: 0;
+}
+
+.titleLink {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.icon {
+	display: inline-block;
+	line-height: 20px;
+	height: 14px;
+	width: 14px;
+}
+
+.title {
+	color: var(--l1-foreground);
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-medium);
+	line-height: 20px;
+	letter-spacing: -0.07px;
+	display: -webkit-box;
+	-webkit-line-clamp: 3;
+	-webkit-box-orient: vertical;
+	overflow: hidden;
+}
+
+.tagsWithActions {
+	display: flex;
+	align-items: center;
+	flex: 0 1 auto;
+	min-width: 0;
+	justify-content: flex-end;
+}
+
+.tags {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 8px;
+	justify-content: flex-end;
+}
+
+.tag {
+	display: flex;
+	padding: 4px 8px;
+	justify-content: center;
+	align-items: center;
+	gap: 4px;
+	height: 28px;
+	border-radius: 20px;
+	border: 1px solid color-mix(in srgb, var(--bg-sienna-500) 20%, transparent);
+	background: color-mix(in srgb, var(--bg-sienna-500) 10%, transparent);
+	color: var(--bg-sienna-400);
+	text-align: center;
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 20px;
+	letter-spacing: -0.07px;
+	margin-inline-end: 0px;
+}
+
+.details {
+	margin-top: 12px;
+	display: flex;
+	align-items: center;
+	flex-wrap: wrap;
+	gap: 12px 24px;
+}
+
+.createdAt {
+	display: flex;
+	align-items: center;
+	gap: 6px;
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-xs);
+	font-weight: var(--font-weight-normal);
+	line-height: 18px;
+	letter-spacing: -0.07px;
+}
+
+.createdBy {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.avatar {
+	width: 14px;
+	height: 14px;
+	border-radius: 50px;
+	background: var(--l1-border);
+	display: flex;
+	justify-content: center;
+	align-items: center;
+}
+
+.avatarText {
+	color: var(--l2-foreground);
+	font-size: 8px;
+	font-weight: var(--font-weight-normal);
+	line-height: normal;
+	letter-spacing: -0.05px;
+}
+
+.byLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-xs);
+	font-weight: var(--font-weight-normal);
+	line-height: 18px;
+	letter-spacing: -0.07px;
+}
+
+.updatedBy {
+	display: flex;
+	align-items: center;
+	gap: 6px;
+}
+
+:global(.titleTooltipOverlay) {
+	:global(.ant-tooltip-content) :global(.ant-tooltip-inner) {
+		max-height: 400px;
+		overflow: auto;
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/DashboardRow/DashboardRow.tsx

@@ -0,0 +1,154 @@
+import { Tooltip } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { Badge } from '@signozhq/ui/badge';
+import { CalendarClock } from '@signozhq/icons';
+import logEvent from 'api/common/logEvent';
+import { generatePath } from 'react-router-dom';
+import { Base64Icons } from 'container/DashboardContainer/DashboardSettings/General/utils';
+import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
+import ROUTES from 'constants/routes';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
+import { useTimezone } from 'providers/Timezone';
+import { isModifierKeyPressed } from 'utils/app';
+
+import type { DashboardListItem } from '../../utils';
+import { lastUpdatedLabel, tagsToStrings } from '../../utils';
+import ActionsPopover from '../ActionsPopover/ActionsPopover';
+
+import styles from './DashboardRow.module.scss';
+
+interface Props {
+	dashboard: DashboardListItem;
+	index: number;
+	canAct: boolean;
+	showUpdatedAt: boolean;
+	showUpdatedBy: boolean;
+}
+
+function DashboardRow({
+	dashboard,
+	index,
+	canAct,
+	showUpdatedAt,
+	showUpdatedBy,
+}: Props): JSX.Element {
+	const { safeNavigate } = useSafeNavigate();
+	const { formatTimezoneAdjustedTimestamp } = useTimezone();
+
+	const id = dashboard.id;
+	const name = dashboard.spec?.display?.name ?? '';
+	const image = dashboard.image || Base64Icons[0];
+	const createdBy = dashboard.createdBy ?? '';
+	const updatedBy = dashboard.updatedBy ?? '';
+	const createdAt = dashboard.createdAt ?? '';
+	const updatedAt = dashboard.updatedAt ?? '';
+	const isLocked = !!dashboard.locked;
+	const tags = tagsToStrings(dashboard.tags);
+
+	const link = generatePath(ROUTES.DASHBOARD, { dashboardId: id });
+	const formattedCreatedAt = formatTimezoneAdjustedTimestamp(
+		createdAt,
+		DATE_TIME_FORMATS.DASH_DATETIME_UTC,
+	);
+
+	const onClickHandler = (event: React.MouseEvent<HTMLElement>): void => {
+		event.stopPropagation();
+		safeNavigate(link, { newTab: isModifierKeyPressed(event) });
+		logEvent('Dashboard List: Clicked on dashboard', {
+			dashboardId: id,
+			dashboardName: name,
+		});
+	};
+
+	return (
+		<div className={styles.row} onClick={onClickHandler}>
+			<div className={styles.titleWithAction}>
+				<div className={styles.titleBlock}>
+					<Tooltip
+						title={name.length > 50 ? name : ''}
+						placement="left"
+						overlayClassName="titleTooltipOverlay"
+					>
+						<div className={styles.titleLink} onClick={onClickHandler}>
+							<img src={image} alt="dashboard-image" className={styles.icon} />
+							<Typography.Text
+								data-testid={`dashboard-title-${index}`}
+								className={styles.title}
+							>
+								{name}
+							</Typography.Text>
+						</div>
+					</Tooltip>
+				</div>
+
+				<div className={styles.tagsWithActions}>
+					{tags.length > 0 && (
+						<div className={styles.tags}>
+							{tags.slice(0, 3).map((tag) => (
+								<Badge className={styles.tag} key={tag}>
+									{tag}
+								</Badge>
+							))}
+							{tags.length > 3 && (
+								<Badge className={styles.tag} key={tags[3]}>
+									+ <span> {tags.length - 3} </span>
+								</Badge>
+							)}
+						</div>
+					)}
+				</div>
+
+				{canAct && (
+					<ActionsPopover
+						link={link}
+						dashboardId={id}
+						dashboardName={name}
+						createdBy={createdBy}
+						isLocked={isLocked}
+						onView={onClickHandler}
+					/>
+				)}
+			</div>
+			<div className={styles.details}>
+				<div className={styles.createdAt}>
+					<CalendarClock size={14} />
+					<Typography.Text>{formattedCreatedAt}</Typography.Text>
+				</div>
+
+				{createdBy && (
+					<div className={styles.createdBy}>
+						<div className={styles.avatar}>
+							<Typography.Text className={styles.avatarText}>
+								{createdBy.substring(0, 1).toUpperCase()}
+							</Typography.Text>
+						</div>
+						<Typography.Text className={styles.byLabel}>{createdBy}</Typography.Text>
+					</div>
+				)}
+
+				{showUpdatedAt && (
+					<div className={styles.createdAt}>
+						<CalendarClock size={14} />
+						<Typography.Text>{lastUpdatedLabel(updatedAt)}</Typography.Text>
+					</div>
+				)}
+
+				{updatedBy && showUpdatedBy && (
+					<div className={styles.updatedBy}>
+						<Typography.Text className={styles.byLabel}>
+							Last Updated By -
+						</Typography.Text>
+						<div className={styles.avatar}>
+							<Typography.Text className={styles.avatarText}>
+								{updatedBy.substring(0, 1).toUpperCase()}
+							</Typography.Text>
+						</div>
+						<Typography.Text className={styles.byLabel}>{updatedBy}</Typography.Text>
+					</div>
+				)}
+			</div>
+		</div>
+	);
+}
+
+export default DashboardRow;

frontend/src/pages/DashboardsListPageV2/components/DashboardsList/DashboardsList.module.scss

@@ -0,0 +1,96 @@
+.container {
+	margin-top: 30px;
+	margin-bottom: 30px;
+	display: flex;
+	justify-content: center;
+	width: 100%;
+}
+
+.viewContent {
+	width: calc(100% - 30px);
+	max-width: 836px;
+
+	:global(.ant-table-wrapper) :global(.ant-table-cell) {
+		padding: 0 !important;
+		border: none !important;
+		background: var(--l1-background) !important;
+	}
+
+	:global(.ant-table-wrapper)
+		:global(.ant-table-tbody)
+		:global(.ant-table-row)
+		:global(.ant-table-cell)
+		> div {
+		// Row content is the only child of the td; it carries the borders.
+	}
+
+	:global(.ant-table-wrapper)
+		:global(.ant-table-tbody)
+		:global(.ant-table-row:last-child)
+		:global(.ant-table-cell)
+		> div {
+		border-radius: 0 0 6px 6px;
+	}
+
+	:global(.ant-pagination-item) {
+		display: flex;
+		justify-content: center;
+		align-items: center;
+	}
+
+	:global(.ant-pagination-item) > a {
+		color: var(--l2-foreground);
+		font-size: var(--font-size-sm);
+		font-weight: var(--font-weight-normal);
+		line-height: 20px;
+	}
+
+	:global(.ant-pagination-item-active) {
+		background-color: var(--primary-background);
+	}
+
+	:global(.ant-pagination-item-active) > a {
+		color: var(--foreground) !important;
+		font-weight: var(--font-weight-medium);
+	}
+}
+
+.titleContainer {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}
+
+.title {
+	color: var(--l1-foreground);
+	font-size: var(--font-size-lg);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 28px;
+	letter-spacing: -0.09px;
+}
+
+.subtitle {
+	color: var(--l2-foreground);
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
+
+.integrationsContainer {
+	margin: 16px 0;
+}
+
+.integrationsContent {
+	max-width: 100%;
+	width: 100%;
+}
+
+.toolbar {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	margin: 16px 0;
+}

frontend/src/pages/DashboardsListPageV2/components/DashboardsList/DashboardsList.tsx

@@ -0,0 +1,277 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { generatePath } from 'react-router-dom';
+import { useTranslation } from 'react-i18next';
+import { Typography } from '@signozhq/ui/typography';
+import { AxiosError } from 'axios';
+import logEvent from 'api/common/logEvent';
+import {
+	createDashboardV2,
+	useListDashboardsV2,
+} from 'api/generated/services/dashboard';
+import ROUTES from 'constants/routes';
+import { RequestDashboardBtn } from 'container/ListOfDashboard/RequestDashboardBtn';
+import useComponentPermission from 'hooks/useComponentPermission';
+import { toast } from '@signozhq/ui/sonner';
+import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
+import { useAppContext } from 'providers/App/App';
+import { useErrorModal } from 'providers/ErrorModalProvider';
+import APIError from 'types/api/error';
+import { toAPIError } from 'utils/errorUtils';
+
+import {
+	usePage,
+	useSearch,
+	useSortColumn,
+	useSortOrder,
+	type SortColumn,
+	type SortOrder,
+} from '../../hooks/useDashboardsListQueryParams';
+import type { DashboardListItem } from '../../utils';
+import ConfigureMetadataModal from '../ConfigureMetadataModal/ConfigureMetadataModal';
+import { useDashboardsListVisibleColumnsStore } from '../ConfigureMetadataModal/useDynamicColumns';
+import CreateDashboardDropdown from '../CreateDashboardDropdown/CreateDashboardDropdown';
+import ImportJSONModal from '../ImportJSONModal/ImportJSONModal';
+import ListHeader from '../ListHeader/ListHeader';
+import EmptyState from '../states/EmptyState/EmptyState';
+import ErrorState from '../states/ErrorState/ErrorState';
+import LoadingState from '../states/LoadingState/LoadingState';
+import NoResultsState from '../states/NoResultsState/NoResultsState';
+import SearchBar from '../SearchBar/SearchBar';
+import DashboardsListContent from './DashboardsListContent';
+
+import styles from './DashboardsList.module.scss';
+
+const PAGE_SIZE = 20;
+
+function DashboardsList(): JSX.Element {
+	const { safeNavigate } = useSafeNavigate();
+	const { t } = useTranslation('dashboard');
+	const { showErrorModal } = useErrorModal();
+	const { isCloudUser } = useGetTenantLicense();
+
+	const { user } = useAppContext();
+	const [action, canCreateNewDashboard] = useComponentPermission(
+		['action', 'create_new_dashboards'],
+		user.role,
+	);
+
+	const [searchString, setSearchString] = useSearch();
+	const [sortColumn, setSortColumn] = useSortColumn();
+	const [sortOrder, setSortOrder] = useSortOrder();
+	const [page, setPage] = usePage();
+
+	const [searchInput, setSearchInput] = useState(searchString);
+
+	// Keep the local input in sync with external searchString changes
+	// (browser back/forward, deep link). User typing only mutates
+	// searchInput, so this won't fight with in-flight edits.
+	useEffect(() => {
+		setSearchInput(searchString);
+	}, [searchString]);
+
+	const handleSubmitSearch = useCallback((): void => {
+		const next = searchInput.trim();
+		if (next === searchString) {
+			return;
+		}
+		void setSearchString(next);
+		void setPage(1);
+	}, [searchInput, searchString, setSearchString, setPage]);
+
+	const listParams = useMemo(
+		() => ({
+			query: searchString.trim() || undefined,
+			sort: sortColumn,
+			order: sortOrder,
+			limit: PAGE_SIZE,
+			offset: (page - 1) * PAGE_SIZE,
+		}),
+		[searchString, sortColumn, sortOrder, page],
+	);
+
+	const {
+		data: response,
+		isLoading,
+		isFetching,
+		error,
+		refetch,
+	} = useListDashboardsV2(listParams, { query: { keepPreviousData: true } });
+
+	const apiError = useMemo(
+		() => (error ? toAPIError(error) : undefined),
+		[error],
+	);
+	const errorHttpStatus = apiError?.getHttpStatusCode();
+	const errorMessage = apiError?.getErrorMessage();
+
+	const dashboards = useMemo<DashboardListItem[]>(
+		() => response?.data?.dashboards ?? [],
+		[response],
+	);
+	const total = response?.data?.total ?? 0;
+
+	const [isImportOpen, setIsImportOpen] = useState(false);
+	const [isConfigureOpen, setIsConfigureOpen] = useState(false);
+	const visibleColumns = useDashboardsListVisibleColumnsStore(
+		(s) => s.visibleColumns,
+	);
+
+	const [creating, setCreating] = useState(false);
+
+	const handleCreateNew = useCallback(async (): Promise<void> => {
+		try {
+			logEvent('Dashboard List: Create dashboard clicked', {});
+			setCreating(true);
+			const created = await createDashboardV2({
+				schemaVersion: 'v6',
+				// Backend requires `name` (immutable, server-side identifier);
+				// asking it to generate one keeps the UI's "new dashboard" flow.
+				generateName: true,
+				tags: null,
+				spec: {
+					display: { name: t('new_dashboard_title', { ns: 'dashboard' }) },
+				},
+			});
+			safeNavigate(
+				generatePath(ROUTES.DASHBOARD, { dashboardId: created.data.id }),
+			);
+		} catch (e) {
+			showErrorModal(e as APIError);
+			toast.error((e as AxiosError).toString() || 'Failed to create dashboard');
+		} finally {
+			setCreating(false);
+		}
+	}, [safeNavigate, showErrorModal, t]);
+
+	const handleImportToggle = useCallback((): void => {
+		logEvent('Dashboard List V2: Import JSON clicked', {});
+		setIsImportOpen((s) => !s);
+	}, []);
+
+	const onSortChange = useCallback(
+		(column: SortColumn): void => {
+			void setSortColumn(column);
+			void setPage(1);
+		},
+		[setSortColumn, setPage],
+	);
+
+	const onOrderChange = useCallback(
+		(order: SortOrder): void => {
+			void setSortOrder(order);
+			void setPage(1);
+		},
+		[setSortOrder, setPage],
+	);
+
+	const visitLoggedRef = useRef(false);
+	useEffect(() => {
+		if (!visitLoggedRef.current && !isLoading && response !== undefined) {
+			logEvent('Dashboard List V2: Page visited', { number: dashboards.length });
+			visitLoggedRef.current = true;
+		}
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [isLoading]);
+
+	return (
+		<div className={styles.container}>
+			<div className={styles.viewContent}>
+				<div className={styles.titleContainer}>
+					<Typography.Title className={styles.title}>Dashboards</Typography.Title>
+					<Typography.Text className={styles.subtitle}>
+						Create and manage dashboards for your workspace.
+					</Typography.Text>
+					{isCloudUser && (
+						<div className={styles.integrationsContainer}>
+							<div className={styles.integrationsContent}>
+								<RequestDashboardBtn />
+							</div>
+						</div>
+					)}
+				</div>
+
+				{isLoading ? (
+					<LoadingState />
+				) : !error && dashboards.length === 0 && !searchString && page === 1 ? (
+					<EmptyState
+						createDropdown={
+							canCreateNewDashboard ? (
+								<CreateDashboardDropdown
+									canCreate={!!canCreateNewDashboard}
+									onCreate={handleCreateNew}
+									onImportJSON={handleImportToggle}
+									variant="text"
+								/>
+							) : null
+						}
+					/>
+				) : (
+					<>
+						<div className={styles.toolbar}>
+							<SearchBar
+								value={searchInput}
+								onChange={setSearchInput}
+								onSubmit={handleSubmitSearch}
+							/>
+							{canCreateNewDashboard && (
+								<CreateDashboardDropdown
+									canCreate={!!canCreateNewDashboard}
+									onCreate={handleCreateNew}
+									onImportJSON={handleImportToggle}
+								/>
+							)}
+						</div>
+
+						{error ? (
+							<ErrorState
+								isCloudUser={!!isCloudUser}
+								onRetry={(): void => {
+									refetch();
+								}}
+								httpStatus={errorHttpStatus}
+								errorMessage={errorMessage}
+							/>
+						) : dashboards.length === 0 ? (
+							<NoResultsState searchString={searchInput} />
+						) : (
+							<>
+								<ListHeader
+									sortColumn={sortColumn}
+									onSortChange={onSortChange}
+									sortOrder={sortOrder}
+									onOrderChange={onOrderChange}
+									onConfigureMetadata={(): void => setIsConfigureOpen(true)}
+								/>
+								<DashboardsListContent
+									dashboards={dashboards}
+									page={page}
+									pageSize={PAGE_SIZE}
+									total={total}
+									onPageChange={setPage}
+									canAct={!!action}
+									showUpdatedAt={visibleColumns.updatedAt}
+									showUpdatedBy={visibleColumns.updatedBy}
+									loading={creating || isFetching}
+								/>
+							</>
+						)}
+					</>
+				)}
+
+				<ImportJSONModal
+					open={isImportOpen}
+					onClose={(): void => setIsImportOpen(false)}
+				/>
+
+				<ConfigureMetadataModal
+					open={isConfigureOpen}
+					previewDashboard={dashboards[0]}
+					onClose={(): void => setIsConfigureOpen(false)}
+				/>
+			</div>
+		</div>
+	);
+}
+
+export default DashboardsList;

frontend/src/pages/DashboardsListPageV2/components/DashboardsList/DashboardsListContent.tsx

@@ -0,0 +1,71 @@
+import { useMemo } from 'react';
+import { Table } from 'antd';
+import type { TableProps } from 'antd/lib';
+
+import type { DashboardListItem } from '../../utils';
+import DashboardRow from '../DashboardRow/DashboardRow';
+
+interface Props {
+	dashboards: DashboardListItem[];
+	page: number;
+	pageSize: number;
+	total: number;
+	onPageChange: (page: number) => void;
+	canAct: boolean;
+	showUpdatedAt: boolean;
+	showUpdatedBy: boolean;
+	loading: boolean;
+}
+
+function DashboardsListContent({
+	dashboards,
+	page,
+	pageSize,
+	total,
+	onPageChange,
+	canAct,
+	showUpdatedAt,
+	showUpdatedBy,
+	loading,
+}: Props): JSX.Element {
+	const columns: TableProps<DashboardListItem>['columns'] = useMemo(
+		() => [
+			{
+				title: 'Dashboards',
+				key: 'dashboard',
+				render: (_, dashboard, index): JSX.Element => (
+					<DashboardRow
+						dashboard={dashboard}
+						index={index}
+						canAct={canAct}
+						showUpdatedAt={showUpdatedAt}
+						showUpdatedBy={showUpdatedBy}
+					/>
+				),
+			},
+		],
+		[canAct, showUpdatedAt, showUpdatedBy],
+	);
+
+	const paginationConfig = total > pageSize && {
+		pageSize,
+		showSizeChanger: false,
+		onChange: onPageChange,
+		current: page,
+		total,
+		hideOnSinglePage: true,
+	};
+
+	return (
+		<Table
+			columns={columns}
+			dataSource={dashboards.map((d) => ({ ...d, key: d.id }))}
+			showSorterTooltip
+			loading={loading}
+			showHeader={false}
+			pagination={paginationConfig}
+		/>
+	);
+}
+
+export default DashboardsListContent;

frontend/src/pages/DashboardsListPageV2/components/DashboardsList/index.tsx

@@ -0,0 +1,3 @@
+import DashboardsList from './DashboardsList';
+
+export default DashboardsList;

frontend/src/pages/DashboardsListPageV2/components/ImportJSONModal/ImportJSONModal.module.scss

@@ -0,0 +1,73 @@
+.contentContainer {
+	display: flex;
+	flex-direction: column;
+}
+
+.contentHeader {
+	padding: 16px;
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	border-bottom: 1px solid var(--l1-border);
+}
+
+.footer {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+}
+
+.jsonError {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.errorText {
+	color: var(--warning-background);
+}
+
+.actions {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+}
+
+:global(.importJsonModalWrapper) {
+	:global(.ant-modal-content) {
+		border-radius: 4px;
+		border: 1px solid var(--l1-border);
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+		padding: 0;
+	}
+
+	:global(.margin) {
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		backdrop-filter: blur(20px);
+	}
+
+	:global(.view-lines) {
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		backdrop-filter: blur(20px);
+	}
+
+	:global(.ant-modal-footer) {
+		margin-top: 0;
+		padding: 16px;
+		border-top: 1px solid var(--l1-border);
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/ImportJSONModal/ImportJSONModal.tsx

@@ -0,0 +1,223 @@
+import { useState } from 'react';
+import { useTranslation } from 'react-i18next';
+import { generatePath } from 'react-router-dom';
+import { red } from '@ant-design/colors';
+import MEditor, { Monaco } from '@monaco-editor/react';
+import { Color } from '@signozhq/design-tokens';
+import { Button, Flex, Modal, Upload, UploadProps } from 'antd';
+import { toast } from '@signozhq/ui/sonner';
+import { Typography } from '@signozhq/ui/typography';
+import {
+	CircleAlert,
+	ExternalLink,
+	Github,
+	MonitorDot,
+	MoveRight,
+	Sparkles,
+} from '@signozhq/icons';
+import logEvent from 'api/common/logEvent';
+import { createDashboardV2 } from 'api/generated/services/dashboard';
+import ROUTES from 'constants/routes';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
+import { useErrorModal } from 'providers/ErrorModalProvider';
+import APIError from 'types/api/error';
+
+import sampleDashboard from './sampleDashboard.json';
+
+import styles from './ImportJSONModal.module.scss';
+import { normalizeToPostable } from './ImportJSONModalUtils';
+
+interface Props {
+	open: boolean;
+	onClose: () => void;
+}
+
+function ImportJSONModal({ open, onClose }: Props): JSX.Element {
+	const { safeNavigate } = useSafeNavigate();
+	const { t } = useTranslation(['dashboard', 'common']);
+	const [isUploadError, setIsUploadError] = useState(false);
+	const [isCreateError, setIsCreateError] = useState(false);
+	const [isCreating, setIsCreating] = useState(false);
+	const [editorValue, setEditorValue] = useState('');
+
+	const { showErrorModal } = useErrorModal();
+	const isDarkMode = useIsDarkMode();
+
+	const handleUpload: UploadProps['onChange'] = (info) => {
+		const lastFile = info.fileList[info.fileList.length - 1];
+		if (!lastFile?.originFileObj) {
+			return;
+		}
+		const reader = new FileReader();
+		reader.onload = (event): void => {
+			try {
+				const target = event.target?.result;
+				if (!target) {
+					return;
+				}
+				const parsed = JSON.parse(target.toString());
+				setEditorValue(JSON.stringify(parsed, null, 2));
+				setIsUploadError(false);
+			} catch {
+				setIsUploadError(true);
+			}
+		};
+		reader.readAsText(lastFile.originFileObj);
+	};
+
+	const handleImport = async (): Promise<void> => {
+		try {
+			setIsCreating(true);
+			logEvent('Dashboard List V2: Import and next clicked', {});
+			const parsed = JSON.parse(editorValue) as Record<string, unknown>;
+			const payload = normalizeToPostable(parsed);
+			const response = await createDashboardV2(payload);
+			safeNavigate(
+				generatePath(ROUTES.DASHBOARD, { dashboardId: response.data.id }),
+			);
+			logEvent('Dashboard List V2: New dashboard imported successfully', {
+				dashboardId: response.data?.id,
+			});
+		} catch (error) {
+			showErrorModal(error as APIError);
+			setIsCreateError(true);
+			toast.error(
+				error instanceof Error ? error.message : t('error_loading_json'),
+			);
+		} finally {
+			setIsCreating(false);
+		}
+	};
+
+	const handleClose = (): void => {
+		setIsUploadError(false);
+		setIsCreateError(false);
+		onClose();
+	};
+
+	const setEditorTheme = (monaco: Monaco): void => {
+		monaco.editor.defineTheme('my-theme', {
+			base: 'vs-dark',
+			inherit: true,
+			rules: [
+				{ token: 'string.key.json', foreground: Color.BG_VANILLA_400 },
+				{ token: 'string.value.json', foreground: Color.BG_ROBIN_400 },
+			],
+			colors: { 'editor.background': Color.BG_INK_300 },
+		});
+	};
+
+	const renderError = (msg: string): JSX.Element => (
+		<div className={styles.jsonError}>
+			<CircleAlert size="md" color={red[7]} />
+			<Typography className={styles.errorText}>{msg}</Typography>
+		</div>
+	);
+
+	return (
+		<Modal
+			wrapClassName="importJsonModalWrapper"
+			open={open}
+			centered
+			closable
+			keyboard
+			maskClosable
+			onCancel={handleClose}
+			destroyOnClose
+			width="60vw"
+			footer={
+				<div className={styles.footer}>
+					{isCreateError && renderError(t('error_loading_json'))}
+					{isUploadError && renderError(t('error_upload_json'))}
+
+					<div className={styles.actions}>
+						<Flex gap="small">
+							<Upload
+								accept=".json"
+								showUploadList={false}
+								multiple={false}
+								onChange={handleUpload}
+								beforeUpload={(): boolean => false}
+								action="none"
+							>
+								<Button
+									type="default"
+									className="periscope-btn"
+									icon={<MonitorDot size={14} />}
+									onClick={(): void => {
+										logEvent('Dashboard List V2: Upload JSON file clicked', {});
+									}}
+								>
+									{t('upload_json_file')}
+								</Button>
+							</Upload>
+							<Button
+								type="default"
+								className="periscope-btn"
+								icon={<Sparkles size={14} />}
+								onClick={(): void => {
+									setEditorValue(JSON.stringify(sampleDashboard, null, 2));
+									setIsUploadError(false);
+									logEvent('Dashboard List V2: Load sample clicked', {});
+								}}
+							>
+								Load sample
+							</Button>
+							<a
+								href="https://signoz.io/docs/dashboards/dashboard-templates/overview/"
+								target="_blank"
+								rel="noopener noreferrer"
+							>
+								<Button
+									type="default"
+									className="periscope-btn"
+									icon={<Github size={14} />}
+								>
+									{t('view_template')}&nbsp;
+									<ExternalLink size={14} />
+								</Button>
+							</a>
+						</Flex>
+
+						<Button
+							onClick={handleImport}
+							loading={isCreating}
+							className="periscope-btn primary"
+							type="primary"
+						>
+							{t('import_and_next')} &nbsp; <MoveRight size={14} />
+						</Button>
+					</div>
+				</div>
+			}
+		>
+			<div className={styles.contentContainer}>
+				<div className={styles.contentHeader}>
+					<Typography.Text>{t('import_json')}</Typography.Text>
+				</div>
+				<MEditor
+					language="json"
+					height="40vh"
+					onChange={(newValue): void => setEditorValue(newValue || '')}
+					value={editorValue}
+					options={{
+						scrollbar: { alwaysConsumeMouseWheel: false },
+						minimap: { enabled: false },
+						fontSize: 14,
+						fontFamily: 'Space Mono',
+					}}
+					theme={isDarkMode ? 'my-theme' : 'light'}
+					onMount={(_, monaco): void => {
+						document.fonts.ready.then(() => {
+							monaco.editor.remeasureFonts();
+						});
+					}}
+					beforeMount={setEditorTheme}
+				/>
+			</div>
+		</Modal>
+	);
+}
+
+export default ImportJSONModal;

frontend/src/pages/DashboardsListPageV2/components/ImportJSONModal/ImportJSONModalUtils.ts

@@ -0,0 +1,50 @@
+import {
+	DashboardtypesDashboardSpecDTO,
+	DashboardtypesPostableDashboardV2DTO,
+	TagtypesPostableTagDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+// Accept either a complete PostableDashboardV2 (flat shape with `spec` and
+// top-level `name` / `image` / `tags` / `schemaVersion`) or a bare spec — wrap
+// the latter with defaults so users can paste either shape that exists in the
+// wild (e.g. testdata/perses.json is a bare spec). The legacy nested
+// `{ metadata: { ... }, spec }` shape is also accepted and flattened.
+//
+// The backend requires `name` (immutable identifier); if the payload doesn't
+// carry one, fall back to `generateName: true` so the server assigns one.
+export function normalizeToPostable(
+	parsed: Record<string, unknown>,
+): DashboardtypesPostableDashboardV2DTO {
+	const hasSpec = 'spec' in parsed;
+	const legacyMeta = parsed.metadata as
+		| {
+				schemaVersion?: string;
+				name?: string;
+				image?: string;
+				tags?: TagtypesPostableTagDTO[] | null;
+		  }
+		| undefined;
+
+	const resolvedName = (parsed.name as string | undefined) ?? legacyMeta?.name;
+
+	if (hasSpec) {
+		return {
+			schemaVersion:
+				(parsed.schemaVersion as string) || legacyMeta?.schemaVersion || 'v6',
+			...(resolvedName ? { name: resolvedName } : { generateName: true }),
+			image: (parsed.image as string) ?? legacyMeta?.image,
+			tags:
+				(parsed.tags as TagtypesPostableTagDTO[] | null) ??
+				legacyMeta?.tags ??
+				null,
+			spec: parsed.spec as DashboardtypesDashboardSpecDTO,
+		};
+	}
+
+	return {
+		schemaVersion: 'v6',
+		generateName: true,
+		tags: null,
+		spec: parsed as unknown as DashboardtypesDashboardSpecDTO,
+	};
+}

frontend/src/pages/DashboardsListPageV2/components/ImportJSONModal/sampleDashboard.json

@@ -0,0 +1,154 @@
+{
+    "display": {
+        "name": "NV dashboard with sections",
+        "description": ""
+    },
+    "datasources": {
+        "SigNozDatasource": {
+            "default": true,
+            "plugin": {
+                "kind": "signoz/Datasource",
+                "spec": {}
+            }
+        }
+    },
+    "panels": {
+        "b424e23b": {
+            "kind": "Panel",
+            "spec": {
+                "display": {
+                    "name": ""
+                },
+                "plugin": {
+                    "kind": "signoz/NumberPanel",
+                    "spec": {
+                        "formatting": {
+                            "unit": "s",
+                            "decimalPrecision": "2"
+                        }
+                    }
+                },
+                "queries": [
+                    {
+                        "kind": "TimeSeriesQuery",
+                        "spec": {
+                            "plugin": {
+                                "kind": "signoz/BuilderQuery",
+                                "spec": {
+                                    "name": "A",
+                                    "signal": "metrics",
+                                    "aggregations": [
+                                        {
+                                            "metricName": "container.cpu.time",
+                                            "reduceTo": "sum",
+                                            "spaceAggregation": "sum",
+                                            "timeAggregation": "rate"
+                                        }
+                                    ],
+                                    "filter": {
+                                        "expression": ""
+                                    }
+                                }
+                            }
+                        }
+                    }
+                ]
+            }
+        },
+        "251df4d5": {
+            "kind": "Panel",
+            "spec": {
+                "display": {
+                    "name": ""
+                },
+                "plugin": {
+                    "kind": "signoz/TimeSeriesPanel",
+                    "spec": {
+                        "visualization": {
+                            "fillSpans": false
+                        },
+                        "formatting": {
+                            "unit": "recommendations",
+                            "decimalPrecision": "2"
+                        },
+                        "chartAppearance": {
+                            "lineInterpolation": "spline",
+                            "showPoints": false,
+                            "lineStyle": "solid",
+                            "fillMode": "none",
+                            "spanGaps": {"fillOnlyBelow": true}
+                        },
+                        "legend": {
+                            "position": "bottom"
+                        }
+                    }
+                },
+                "queries": [
+                    {
+                        "kind": "TimeSeriesQuery",
+                        "spec": {
+                            "plugin": {
+                                "kind": "signoz/BuilderQuery",
+                                "spec": {
+                                    "name": "A",
+                                    "signal": "metrics",
+                                    "aggregations": [
+                                        {
+                                            "metricName": "app_recommendations_counter",
+                                            "reduceTo": "sum",
+                                            "spaceAggregation": "sum",
+                                            "timeAggregation": "rate"
+                                        }
+                                    ],
+                                    "filter": {
+                                        "expression": ""
+                                    }
+                                }
+                            }
+                        }
+                    }
+                ]
+            }
+        }
+    },
+    "layouts": [
+        {
+            "kind": "Grid",
+            "spec": {
+                "display": {
+                    "title": "Bravo"
+                },
+                "items": [
+                    {
+                        "x": 0,
+                        "y": 0,
+                        "width": 6,
+                        "height": 6,
+                        "content": {
+                            "$ref": "#/spec/panels/b424e23b"
+                        }
+                    }
+                ]
+            }
+        },
+        {
+            "kind": "Grid",
+            "spec": {
+                "display": {
+                    "title": "Alpha"
+                },
+                "items": [
+                    {
+                        "x": 0,
+                        "y": 0,
+                        "width": 6,
+                        "height": 6,
+                        "content": {
+                            "$ref": "#/spec/panels/251df4d5"
+                        }
+                    }
+                ]
+            }
+        }
+    ]
+}

frontend/src/pages/DashboardsListPageV2/components/ListHeader/ListHeader.module.scss

@@ -0,0 +1,182 @@
+.wrapper {
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	padding: 16px;
+	height: 44px;
+	flex-shrink: 0;
+	border-radius: 6px 6px 0px 0px;
+	border: 1px solid var(--l1-border);
+	background: var(--l2-background);
+	box-shadow: 0px 4px 12px 0px rgba(0, 0, 0, 0.1);
+}
+
+.label {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
+
+.rightActions {
+	display: flex;
+	gap: 4px;
+	color: white;
+}
+
+// Shared trigger button for the sort + configure-group icons in the right
+// actions cluster. Provides a square hover/active background so users know
+// which icon they're targeting.
+.iconTrigger {
+	display: inline-flex;
+	align-items: center;
+	justify-content: center;
+	width: 28px;
+	height: 28px;
+	padding: 0;
+	background: transparent;
+	border: none;
+	border-radius: 4px;
+	color: inherit;
+	cursor: pointer;
+	transition: background 120ms ease;
+
+	&:hover,
+	&:focus-visible {
+		background: color-mix(in srgb, var(--l1-foreground) 12%, transparent);
+		outline: none;
+	}
+
+	&:active,
+	&[aria-expanded='true'] {
+		background: color-mix(in srgb, var(--l1-foreground) 20%, transparent);
+	}
+}
+
+.sortContent {
+	display: flex;
+	flex-direction: column;
+	align-items: flex-start;
+	width: 140px;
+}
+
+.sortHeading {
+	color: var(--l3-foreground);
+	font-family: Inter;
+	font-size: 11px;
+	font-style: normal;
+	font-weight: var(--font-weight-semibold);
+	line-height: 18px;
+	letter-spacing: 0.88px;
+	text-transform: uppercase;
+	padding: 12px 18px 6px 14px;
+}
+
+.sortDivider {
+	width: 100%;
+	height: 1px;
+	background: var(--l1-border);
+	margin: 4px 0;
+}
+
+.sortButton {
+	text-align: start;
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	width: 100%;
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	font-weight: var(--font-weight-normal);
+	line-height: normal;
+	letter-spacing: 0.14px;
+	padding: 12px 18px 12px 14px;
+	height: auto;
+}
+
+.configureContent {
+	display: flex;
+	flex-direction: column;
+	align-items: flex-start;
+	padding: 4px;
+}
+
+.configureItem {
+	display: flex;
+	align-items: center;
+	gap: 10px;
+	width: 100%;
+	padding: 8px 12px;
+	background: transparent;
+	border: none;
+	border-radius: 4px;
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-weight: var(--font-weight-normal);
+	line-height: normal;
+	letter-spacing: 0.14px;
+	text-align: left;
+	cursor: pointer;
+	transition: background 120ms ease;
+
+	&:hover,
+	&:focus-visible {
+		background: color-mix(in srgb, var(--l1-foreground) 10%, transparent);
+		outline: none;
+	}
+
+	&:active {
+		background: color-mix(in srgb, var(--l1-foreground) 18%, transparent);
+	}
+}
+
+.configureIcon {
+	display: inline-flex;
+	width: 16px;
+	height: 16px;
+	flex: 0 0 16px;
+	align-items: center;
+	justify-content: center;
+}
+
+:global(.sortDashboardsPopover) {
+	:global(.ant-popover-inner) {
+		display: flex;
+		padding: 0px;
+		align-items: center;
+		border-radius: 4px;
+		border: 1px solid var(--l1-border);
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+		gap: 16px;
+	}
+}
+
+:global(.configureGroupPopover) {
+	:global(.ant-popover-inner) {
+		display: flex;
+		align-items: center;
+		border-radius: 4px;
+		padding: 0px;
+		border: 1px solid var(--l1-border);
+		background: linear-gradient(
+			139deg,
+			color-mix(in srgb, var(--card) 80%, transparent) 0%,
+			color-mix(in srgb, var(--card) 90%, transparent) 98.68%
+		);
+		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+		backdrop-filter: blur(20px);
+		gap: 16px;
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/ListHeader/ListHeader.tsx

@@ -0,0 +1,145 @@
+import { Button, Popover, Tooltip } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import {
+	ArrowDownWideNarrow,
+	Check,
+	Ellipsis,
+	HdmiPort,
+} from '@signozhq/icons';
+
+import type {
+	SortColumn,
+	SortOrder,
+} from '../../hooks/useDashboardsListQueryParams';
+
+import styles from './ListHeader.module.scss';
+
+interface Props {
+	sortColumn: SortColumn;
+	onSortChange: (column: SortColumn) => void;
+	sortOrder: SortOrder;
+	onOrderChange: (order: SortOrder) => void;
+	onConfigureMetadata: () => void;
+}
+
+function ListHeader({
+	sortColumn,
+	onSortChange,
+	sortOrder,
+	onOrderChange,
+	onConfigureMetadata,
+}: Props): JSX.Element {
+	return (
+		<div className={styles.wrapper}>
+			<Typography.Text className={styles.label}>All Dashboards</Typography.Text>
+			<section className={styles.rightActions}>
+				<Tooltip title="Sort">
+					<Popover
+						trigger="click"
+						content={
+							<div className={styles.sortContent}>
+								<Typography.Text className={styles.sortHeading}>
+									Sort By
+								</Typography.Text>
+								<Button
+									type="text"
+									className={styles.sortButton}
+									onClick={(): void => onSortChange('name')}
+									data-testid="sort-by-name"
+								>
+									Name
+									{sortColumn === 'name' && <Check size={14} />}
+								</Button>
+								<Button
+									type="text"
+									className={styles.sortButton}
+									onClick={(): void => onSortChange('created_at')}
+									data-testid="sort-by-last-created"
+								>
+									Last created
+									{sortColumn === 'created_at' && <Check size={14} />}
+								</Button>
+								<Button
+									type="text"
+									className={styles.sortButton}
+									onClick={(): void => onSortChange('updated_at')}
+									data-testid="sort-by-last-updated"
+								>
+									Last updated
+									{sortColumn === 'updated_at' && <Check size={14} />}
+								</Button>
+								<div className={styles.sortDivider} />
+								<Typography.Text className={styles.sortHeading}>Order</Typography.Text>
+								<Button
+									type="text"
+									className={styles.sortButton}
+									onClick={(): void => onOrderChange('asc')}
+									data-testid="sort-order-asc"
+								>
+									Ascending
+									{sortOrder === 'asc' && <Check size={14} />}
+								</Button>
+								<Button
+									type="text"
+									className={styles.sortButton}
+									onClick={(): void => onOrderChange('desc')}
+									data-testid="sort-order-desc"
+								>
+									Descending
+									{sortOrder === 'desc' && <Check size={14} />}
+								</Button>
+							</div>
+						}
+						rootClassName="sortDashboardsPopover"
+						placement="bottomRight"
+						arrow={false}
+					>
+						<button
+							type="button"
+							className={styles.iconTrigger}
+							data-testid="sort-by"
+							aria-label="Sort"
+						>
+							<ArrowDownWideNarrow size={14} />
+						</button>
+					</Popover>
+				</Tooltip>
+				<Popover
+					trigger="click"
+					content={
+						<div className={styles.configureContent}>
+							<button
+								type="button"
+								className={styles.configureItem}
+								onClick={(e): void => {
+									e.preventDefault();
+									e.stopPropagation();
+									onConfigureMetadata();
+								}}
+								data-testid="configure-metadata-trigger"
+							>
+								<span className={styles.configureIcon}>
+									<HdmiPort size={14} />
+								</span>
+								<span>Configure metadata</span>
+							</button>
+						</div>
+					}
+					rootClassName="configureGroupPopover"
+					placement="bottomRight"
+					arrow={false}
+				>
+					<button
+						type="button"
+						className={styles.iconTrigger}
+						aria-label="More options"
+					>
+						<Ellipsis size={14} />
+					</button>
+				</Popover>
+			</section>
+		</div>
+	);
+}
+
+export default ListHeader;

frontend/src/pages/DashboardsListPageV2/components/SearchBar/SearchBar.module.scss

@@ -0,0 +1,24 @@
+.submit {
+	display: inline-flex;
+	align-items: center;
+	justify-content: center;
+	width: 18px;
+	height: 18px;
+	padding: 0;
+	background: transparent;
+	border: none;
+	border-radius: 3px;
+	color: inherit;
+	cursor: pointer;
+	transition: background 120ms ease;
+
+	&:hover,
+	&:focus-visible {
+		background: color-mix(in srgb, var(--l1-foreground) 12%, transparent);
+		outline: none;
+	}
+
+	&:active {
+		background: color-mix(in srgb, var(--l1-foreground) 20%, transparent);
+	}
+}

frontend/src/pages/DashboardsListPageV2/components/SearchBar/SearchBar.tsx

@@ -0,0 +1,49 @@
+import { ChangeEvent, KeyboardEvent, MouseEvent } from 'react';
+import { Input } from '@signozhq/ui/input';
+import { Color } from '@signozhq/design-tokens';
+import { CornerDownLeft, Search } from '@signozhq/icons';
+
+import styles from './SearchBar.module.scss';
+
+interface Props {
+	value: string;
+	onChange: (value: string) => void;
+	onSubmit: () => void;
+}
+
+function SearchBar({ value, onChange, onSubmit }: Props): JSX.Element {
+	return (
+		<Input
+			placeholder="Search with DSL (e.g. name CONTAINS 'foo')"
+			prefix={<Search size={12} color={Color.BG_VANILLA_400} />}
+			suffix={
+				<button
+					type="button"
+					className={styles.submit}
+					aria-label="Run search"
+					data-testid="dashboards-list-search-submit"
+					onMouseDown={(e: MouseEvent<HTMLButtonElement>): void => {
+						// Prevent the input's blur from firing first and double-submitting.
+						e.preventDefault();
+					}}
+					onClick={onSubmit}
+				>
+					<CornerDownLeft size={12} color={Color.BG_VANILLA_400} />
+				</button>
+			}
+			value={value}
+			testId="dashboards-list-search"
+			onChange={(e: ChangeEvent<HTMLInputElement>): void =>
+				onChange(e.target.value)
+			}
+			onBlur={onSubmit}
+			onKeyDown={(e: KeyboardEvent<HTMLInputElement>): void => {
+				if (e.key === 'Enter') {
+					onSubmit();
+				}
+			}}
+		/>
+	);
+}
+
+export default SearchBar;

frontend/src/pages/DashboardsListPageV2/components/states/EmptyState/EmptyState.module.scss

@@ -0,0 +1,40 @@
+.wrapper {
+	composes: cardWrapper from '../states.module.scss';
+	padding: 105px 141px;
+}
+
+.image {
+	width: 32px;
+	height: 32px;
+}
+
+.copy {
+	margin-top: 4px;
+}
+
+.noDashboard {
+	composes: bodyText from '../states.module.scss';
+	color: var(--l1-foreground);
+	font-weight: var(--font-weight-medium);
+}
+
+.info {
+	composes: bodyText from '../states.module.scss';
+	color: var(--l2-foreground);
+	font-weight: var(--font-weight-normal);
+}
+
+.actions {
+	display: flex;
+	gap: 24px;
+	align-items: center;
+	margin-top: 24px;
+}
+
+.learnMore {
+	composes: learnMoreLink from '../states.module.scss';
+}
+
+.learnMoreArrow {
+	composes: learnMoreArrow from '../states.module.scss';
+}

frontend/src/pages/DashboardsListPageV2/components/states/EmptyState/EmptyState.tsx

@@ -0,0 +1,54 @@
+import { ReactNode } from 'react';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import { ArrowUpRight } from '@signozhq/icons';
+import logEvent from 'api/common/logEvent';
+
+import dashboardsUrl from '@/assets/Icons/dashboards.svg';
+
+import styles from './EmptyState.module.scss';
+import { openInNewTab } from 'utils/navigation';
+
+interface Props {
+	createDropdown?: ReactNode;
+}
+
+const LEARN_MORE_HREF =
+	'https://signoz.io/docs/userguide/manage-dashboards?utm_source=product&utm_medium=dashboard-list-empty-state';
+
+function EmptyState({ createDropdown }: Props): JSX.Element {
+	return (
+		<div className={styles.wrapper}>
+			<img src={dashboardsUrl} alt="dashboards" className={styles.image} />
+			<section className={styles.copy}>
+				<Typography.Text className={styles.noDashboard}>
+					No dashboards yet.{' '}
+				</Typography.Text>
+				<Typography.Text className={styles.info}>
+					Create a dashboard to start visualizing your data
+				</Typography.Text>
+			</section>
+
+			{createDropdown ? (
+				<section className={styles.actions}>
+					{createDropdown}
+					<Button
+						variant="link"
+						color="primary"
+						className={styles.learnMore}
+						testId="learn-more"
+						onClick={(): void => {
+							logEvent('Dashboard List: Learn more clicked', {});
+							openInNewTab(LEARN_MORE_HREF);
+						}}
+					>
+						Learn more
+					</Button>
+					<ArrowUpRight size={16} className={styles.learnMoreArrow} />
+				</section>
+			) : null}
+		</div>
+	);
+}
+
+export default EmptyState;

frontend/src/pages/DashboardsListPageV2/components/states/ErrorState/ErrorState.module.scss

@@ -0,0 +1,36 @@
+.wrapper {
+	composes: cardWrapper from '../states.module.scss';
+	padding: 105px 141px;
+	gap: 4px;
+}
+
+.img {
+	max-width: 100%;
+}
+
+.errorText {
+	composes: bodyText from '../states.module.scss';
+	color: var(--l1-foreground);
+	font-weight: var(--font-weight-medium);
+}
+
+.errorDetail {
+	composes: bodyText from '../states.module.scss';
+	color: var(--l2-foreground);
+	font-weight: var(--font-weight-normal);
+}
+
+.actionButtons {
+	display: flex;
+	gap: 24px;
+	align-items: center;
+	margin-top: 20px;
+}
+
+.learnMore {
+	composes: learnMoreLink from '../states.module.scss';
+}
+
+.learnMoreArrow {
+	composes: learnMoreArrow from '../states.module.scss';
+}

frontend/src/pages/DashboardsListPageV2/components/states/ErrorState/ErrorState.tsx

@@ -0,0 +1,81 @@
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import { ArrowUpRight, RotateCw } from '@signozhq/icons';
+import { handleContactSupport } from 'container/Integrations/utils';
+
+import awwSnapUrl from '@/assets/Icons/awwSnap.svg';
+
+import { formatQueryErrorMessage } from '../../../utils';
+import styles from './ErrorState.module.scss';
+
+interface Props {
+	isCloudUser: boolean;
+	onRetry: () => void;
+	httpStatus?: number;
+	errorMessage?: string;
+}
+
+const GENERIC_MESSAGE =
+	'Something went wrong :/ Please retry or contact support.';
+const INVALID_QUERY_FALLBACK = 'Please review the syntax and try again.';
+
+function ErrorState({
+	isCloudUser,
+	onRetry,
+	httpStatus,
+	errorMessage,
+}: Props): JSX.Element {
+	// 4xx responses are client errors — the same request will keep failing.
+	// Surface the BE-provided detail (e.g. DSL parse errors) and skip Retry.
+	const isClientError =
+		httpStatus !== undefined && httpStatus >= 400 && httpStatus < 500;
+
+	const cleanedDetail = formatQueryErrorMessage(errorMessage);
+
+	return (
+		<div className={styles.wrapper}>
+			<img src={awwSnapUrl} alt="something went wrong" className={styles.img} />
+
+			{isClientError ? (
+				<>
+					<Typography.Text className={styles.errorText}>
+						Invalid query
+					</Typography.Text>
+					<Typography.Text className={styles.errorDetail}>
+						{cleanedDetail || INVALID_QUERY_FALLBACK}
+					</Typography.Text>
+				</>
+			) : (
+				<Typography.Text className={styles.errorText}>
+					{GENERIC_MESSAGE}
+				</Typography.Text>
+			)}
+
+			<section className={styles.actionButtons}>
+				{!isClientError && (
+					<Button
+						variant="outlined"
+						color="secondary"
+						prefix={<RotateCw size={16} />}
+						onClick={onRetry}
+						testId="dashboards-list-retry"
+					>
+						Retry
+					</Button>
+				)}
+				<Button
+					variant="link"
+					color="primary"
+					className={styles.learnMore}
+					onClick={(): void => handleContactSupport(isCloudUser)}
+					testId="dashboards-list-contact-support"
+				>
+					Contact Support
+				</Button>
+				<ArrowUpRight size={16} className={styles.learnMoreArrow} />
+			</section>
+		</div>
+	);
+}
+
+export default ErrorState;

frontend/src/pages/DashboardsListPageV2/components/states/LoadingState/LoadingState.module.scss

@@ -0,0 +1,11 @@
+.wrapper {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	margin-top: 16px;
+}
+
+.skeleton {
+	height: 125px;
+	width: 100%;
+}

frontend/src/pages/DashboardsListPageV2/components/states/LoadingState/LoadingState.tsx

@@ -0,0 +1,16 @@
+import { Skeleton } from 'antd';
+
+import styles from './LoadingState.module.scss';
+
+function LoadingState(): JSX.Element {
+	return (
+		<div className={styles.wrapper}>
+			<Skeleton.Input active size="large" className={styles.skeleton} />
+			<Skeleton.Input active size="large" className={styles.skeleton} />
+			<Skeleton.Input active size="large" className={styles.skeleton} />
+			<Skeleton.Input active size="large" className={styles.skeleton} />
+		</div>
+	);
+}
+
+export default LoadingState;

frontend/src/pages/DashboardsListPageV2/components/states/NoResultsState/NoResultsState.module.scss

@@ -0,0 +1,5 @@
+.wrapper {
+	composes: cardWrapper from '../states.module.scss';
+	padding: 105px 190px;
+	gap: 8px;
+}

frontend/src/pages/DashboardsListPageV2/components/states/NoResultsState/NoResultsState.tsx

@@ -0,0 +1,22 @@
+import { Typography } from '@signozhq/ui/typography';
+
+import emptyStateUrl from '@/assets/Icons/emptyState.svg';
+
+import styles from './NoResultsState.module.scss';
+
+interface Props {
+	searchString: string;
+}
+
+function NoResultsState({ searchString }: Props): JSX.Element {
+	return (
+		<div className={styles.wrapper}>
+			<img src={emptyStateUrl} alt="img" height={32} width={32} />
+			<Typography.Text>
+				No dashboards found for {searchString}. Create a new dashboard?
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default NoResultsState;

frontend/src/pages/DashboardsListPageV2/components/states/states.module.scss

@@ -0,0 +1,34 @@
+// Shared building blocks for the dashboards-list view states.
+// Composed via CSS-modules `composes:` from each state's own SCSS.
+
+.cardWrapper {
+	display: flex;
+	flex-direction: column;
+	height: 320px;
+	margin-top: 16px;
+	justify-content: center;
+	align-items: flex-start;
+	border-radius: 6px;
+	border: 1px dashed var(--l1-border);
+}
+
+.bodyText {
+	font-family: Inter;
+	font-size: var(--font-size-sm);
+	font-style: normal;
+	line-height: 18px;
+	letter-spacing: -0.07px;
+}
+
+.learnMoreLink {
+	composes: bodyText;
+	color: var(--bg-robin-400);
+	font-weight: var(--font-weight-medium);
+	padding: 0px;
+}
+
+.learnMoreArrow {
+	margin-left: -20px;
+	color: var(--bg-robin-400);
+	cursor: pointer;
+}

frontend/src/pages/DashboardsListPageV2/hooks/useDashboardsListQueryParams.ts

@@ -0,0 +1,36 @@
+import {
+	parseAsInteger,
+	parseAsString,
+	parseAsStringLiteral,
+	useQueryState,
+	type Options,
+	type UseQueryStateReturn,
+} from 'nuqs';
+
+export const SORT_COLUMNS = ['updated_at', 'created_at', 'name'] as const;
+export type SortColumn = (typeof SORT_COLUMNS)[number];
+
+export const SORT_ORDERS = ['asc', 'desc'] as const;
+export type SortOrder = (typeof SORT_ORDERS)[number];
+
+const opts: Options = { history: 'push' };
+
+export const useSortColumn = (): UseQueryStateReturn<SortColumn, SortColumn> =>
+	useQueryState(
+		'sort',
+		parseAsStringLiteral(SORT_COLUMNS)
+			.withDefault('updated_at')
+			.withOptions(opts),
+	);
+
+export const useSortOrder = (): UseQueryStateReturn<SortOrder, SortOrder> =>
+	useQueryState(
+		'order',
+		parseAsStringLiteral(SORT_ORDERS).withDefault('desc').withOptions(opts),
+	);
+
+export const usePage = (): UseQueryStateReturn<number, number> =>
+	useQueryState('page', parseAsInteger.withDefault(1).withOptions(opts));
+
+export const useSearch = (): UseQueryStateReturn<string, string> =>
+	useQueryState('search', parseAsString.withDefault('').withOptions(opts));

frontend/src/pages/DashboardsListPageV2/index.tsx

@@ -1,9 +1,3 @@
-function DashboardsListPageV2(): JSX.Element {
-	return (
-		<div>
-			<h1>Dashboards List Page V2</h1>
-		</div>
-	);
-}
+import DashboardsListPageV2 from './DashboardsListPageV2';
 
 export default DashboardsListPageV2;

frontend/src/pages/DashboardsListPageV2/utils.ts

@@ -0,0 +1,52 @@
+import dayjs from 'dayjs';
+import { isEmpty } from 'lodash-es';
+import type { DashboardtypesGettableDashboardWithPinDTO } from 'api/generated/services/sigNoz.schemas';
+
+export type DashboardListItem = DashboardtypesGettableDashboardWithPinDTO;
+
+export const tagsToStrings = (
+	tags: { key: string; value: string }[] | null | undefined,
+): string[] =>
+	(tags ?? []).map((tag) =>
+		tag.key === tag.value ? tag.key : `${tag.key}:${tag.value}`,
+	);
+
+export const lastUpdatedLabel = (time: string | undefined): string => {
+	if (!time || isEmpty(time)) {
+		return 'No updates yet!';
+	}
+	const diff = dayjs();
+	const ref = dayjs(time);
+	const months = diff.diff(ref, 'months');
+	if (months > 0) {
+		return `Last Updated ${months} months ago`;
+	}
+	const days = diff.diff(ref, 'days');
+	if (days > 0) {
+		return `Last Updated ${days} days ago`;
+	}
+	const hours = diff.diff(ref, 'hours');
+	if (hours > 0) {
+		return `Last Updated ${hours} hrs ago`;
+	}
+	const minutes = diff.diff(ref, 'minutes');
+	if (minutes > 0) {
+		return `Last Updated ${minutes} mins ago`;
+	}
+	const seconds = diff.diff(ref, 'seconds');
+	return `Last Updated ${seconds} sec ago`;
+};
+
+// Normalize BE query-parse error messages for display:
+//   - Drop the "invalid filter query:" prefix (the UI already says "Invalid query").
+//   - Backticks → double quotes for the format hint that follows the em-dash.
+//   - Trim surrounding whitespace.
+export const formatQueryErrorMessage = (raw: string | undefined): string => {
+	if (!raw) {
+		return '';
+	}
+	return raw
+		.replace(/^invalid filter query:\s*/i, '')
+		.replace(/`([^`]+)`/g, '"$1"')
+		.trim();
+};

frontend/tsconfig.json

@@ -48,7 +48,9 @@
 		"node_modules",
 		"src/parser/*.ts",
 		"src/parser/TraceOperatorParser/*.ts",
-		"orval.config.ts"
+		"orval.config.ts",
+		"src/pages/DashboardsListPageV2/**/*",
+		"src/pages/DashboardPageV2/**/*"
 	],
 	"include": [
 		"./src",

pkg/querier/bucket_cache.go

@@ -679,21 +679,7 @@ func (bc *bucketCache) mergeAndDeduplicateBuckets(existing, fresh []*qbtypes.Cac
 
 // deduplicateWarnings removes duplicate warnings.
 func (bc *bucketCache) deduplicateWarnings(warnings []string) []string {
-	if len(warnings) == 0 {
-		return nil
-	}
-
-	seen := make(map[string]bool, len(warnings))
-	unique := make([]string, 0, len(warnings)) // Pre-allocate capacity
-
-	for _, warning := range warnings {
-		if !seen[warning] {
-			seen[warning] = true
-			unique = append(unique, warning)
-		}
-	}
-
-	return unique
+	return dedupeWarnings(warnings)
 }
 
 // trimResultToFluxBoundary trims the result to exclude data points beyond the flux boundary.

pkg/querier/config.go

@@ -7,6 +7,12 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 )
 
+type SkipResourceFingerprint struct {
+	Enabled bool `yaml:"enabled" mapstructure:"enabled"`
+	// If count of fingerprint is above threshold, skip the fingerprint subquery and filter on main table instead.
+	Threshold uint64 `yaml:"threshold" mapstructure:"threshold"`
+}
+
 // Config represents the configuration for the querier.
 type Config struct {
 	// CacheTTL is the TTL for cached query results
@@ -15,6 +21,8 @@ type Config struct {
 	FluxInterval time.Duration `yaml:"flux_interval" mapstructure:"flux_interval"`
 	// MaxConcurrentQueries is the maximum number of concurrent queries for missing ranges
 	MaxConcurrentQueries int `yaml:"max_concurrent_queries" mapstructure:"max_concurrent_queries"`
+	// SkipResourceFingerprint configures when the resource fingerprint subquery is skipped in favor of main-table filtering.
+	SkipResourceFingerprint SkipResourceFingerprint `yaml:"skip_resource_fingerprint" mapstructure:"skip_resource_fingerprint"`
 }
 
 // NewConfigFactory creates a new config factory for querier.
@@ -28,6 +36,10 @@ func newConfig() factory.Config {
 		CacheTTL:             168 * time.Hour,
 		FluxInterval:         5 * time.Minute,
 		MaxConcurrentQueries: 4,
+		SkipResourceFingerprint: SkipResourceFingerprint{
+			Enabled:   false,
+			Threshold: 100000,
+		},
 	}
 }
 
@@ -42,6 +54,9 @@ func (c Config) Validate() error {
 	if c.MaxConcurrentQueries <= 0 {
 		return errors.NewInvalidInputf(errors.CodeInvalidInput, "max_concurrent_queries must be positive, got %v", c.MaxConcurrentQueries)
 	}
+	if c.SkipResourceFingerprint.Enabled && c.SkipResourceFingerprint.Threshold == 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "skip_resource_fingerprint.threshold must be > 0 when enabled")
+	}
 	return nil
 }
 

pkg/querier/querier.go

@@ -642,6 +642,12 @@ func (q *querier) run(
 		},
 	}
 
+	// Warnings can arrive duplicated: the bucket cache returns the cached
+	// portion's warnings alongside an identical warning emitted by every
+	// freshly-executed missing range (see mergeResults), and distinct queries
+	// can surface the same warning. Collapse exact duplicates before building
+	// the response.
+	warnings = dedupeWarnings(warnings)
 	if len(warnings) != 0 {
 		warns := make([]qbtypes.QueryWarnDataAdditional, len(warnings))
 		for i, warning := range warnings {
@@ -1125,6 +1131,8 @@ func (q *querier) adjustStepInterval(queries []qbtypes.QueryEnvelope, start, end
 			case qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]:
 				if qe.GetSource() == telemetrytypes.SourceMeter {
 					clampStep(qe, meterRecommended, meterMin, &warnings)
+					// we don't want to return warnings for meter metrics.
+					warnings = nil
 				} else {
 					clampStep(qe, metricRecommended, metricMin, &warnings)
 				}
@@ -1140,3 +1148,21 @@ func (q *querier) adjustStepInterval(queries []qbtypes.QueryEnvelope, start, end
 	}
 	return warnings
 }
+
+// dedupeWarnings removes exact-duplicate warning messages while preserving the
+// order of first occurrence. Returns nil for an empty input. Warning counts are
+// tiny (a handful per request), so a linear scan beats the allocation and
+// hashing overhead of a map.
+func dedupeWarnings(warnings []string) []string {
+	if len(warnings) == 0 {
+		return nil
+	}
+	unique := make([]string, 0, len(warnings))
+	// N^2 is faster than map-based deduping for small warning counts, and it preserves order of first occurrence without extra bookkeeping.
+	for _, warning := range warnings {
+		if !slices.Contains(unique, warning) {
+			unique = append(unique, warning)
+		}
+	}
+	return unique
+}

pkg/querier/signozquerier/provider.go

@@ -88,6 +88,8 @@ func newProvider(
 		traceAggExprRewriter,
 		telemetryStore,
 		flagger,
+		cfg.SkipResourceFingerprint.Enabled,
+		cfg.SkipResourceFingerprint.Threshold,
 	)
 
 	// Create trace operator statement builder
@@ -121,6 +123,9 @@ func newProvider(
 		telemetrylogs.DefaultFullTextColumn,
 		telemetrylogs.GetBodyJSONKey,
 		flagger,
+		telemetryStore,
+		cfg.SkipResourceFingerprint.Enabled,
+		cfg.SkipResourceFingerprint.Threshold,
 	)
 
 	// Create audit statement builder

pkg/query-service/rules/setups_test.go

@@ -89,6 +89,9 @@ func prepareQuerierForLogs(t *testing.T, telemetryStore telemetrystore.Telemetry
 		telemetrylogs.DefaultFullTextColumn,
 		telemetrylogs.GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	return querier.New(
@@ -134,6 +137,8 @@ func prepareQuerierForTraces(t *testing.T, telemetryStore telemetrystore.Telemet
 		traceAggExprRewriter,
 		telemetryStore,
 		fl,
+		false,
+		100000,
 	)
 
 	return querier.New(

pkg/telemetryaudit/statement_builder_test.go

@@ -127,7 +127,7 @@ func TestStatementBuilder(t *testing.T) {
 				Limit: 100,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_audit.distributed_logs_resource WHERE ((simpleJSONExtractString(labels, 'signoz.audit.resource.kind') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'signoz.audit.resource.id') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, event_name, attributes_string, attributes_number, attributes_bool, resource, scope_string FROM signoz_audit.distributed_logs WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_audit.distributed_logs_resource WHERE ((simpleJSONExtractString(labels, 'signoz.audit.resource.kind') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'signoz.audit.resource.id') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, event_name, attributes_string, attributes_number, attributes_bool, resource, scope_string FROM signoz_audit.distributed_logs WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"dashboard", "%signoz.audit.resource.kind%", "%signoz.audit.resource.kind\":\"dashboard%", "019b-5678-efgh-9012", "%signoz.audit.resource.id%", "%signoz.audit.resource.id\":\"019b-5678-efgh-9012%", uint64(1747945619), uint64(1747983448), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 100},
 			},
 		},
@@ -144,7 +144,7 @@ func TestStatementBuilder(t *testing.T) {
 				Limit: 100,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_audit.distributed_logs_resource WHERE (simpleJSONExtractString(labels, 'signoz.audit.resource.kind') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, event_name, attributes_string, attributes_number, attributes_bool, resource, scope_string FROM signoz_audit.distributed_logs WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (`attribute_string_signoz$$audit$$action` = ? AND `attribute_string_signoz$$audit$$action_exists` = ?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_audit.distributed_logs_resource WHERE (simpleJSONExtractString(labels, 'signoz.audit.resource.kind') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, event_name, attributes_string, attributes_number, attributes_bool, resource, scope_string FROM signoz_audit.distributed_logs WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (`attribute_string_signoz$$audit$$action` = ? AND `attribute_string_signoz$$audit$$action_exists` = ?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"dashboard", "%signoz.audit.resource.kind%", "%signoz.audit.resource.kind\":\"dashboard%", uint64(1747945619), uint64(1747983448), "delete", true, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 100},
 			},
 		},

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -1205,6 +1205,9 @@ func buildJSONTestStatementBuilder(t *testing.T, addIndexes bool) (*logQueryStat
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	return statementBuilder, mockMetadataStore

pkg/telemetrylogs/statement_builder.go

@@ -11,6 +11,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/telemetryresourcefilter"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -19,13 +20,14 @@ import (
 )
 
 type logQueryStatementBuilder struct {
-	logger                    *slog.Logger
-	metadataStore             telemetrytypes.MetadataStore
-	fm                        qbtypes.FieldMapper
-	cb                        qbtypes.ConditionBuilder
-	resourceFilterStmtBuilder qbtypes.StatementBuilder[qbtypes.LogAggregation]
-	aggExprRewriter           qbtypes.AggExprRewriter
-	fl                        flagger.Flagger
+	logger                         *slog.Logger
+	metadataStore                  telemetrytypes.MetadataStore
+	fm                             qbtypes.FieldMapper
+	cb                             qbtypes.ConditionBuilder
+	resourceFilterResolver         *telemetryresourcefilter.ResourceFingerprintResolver[qbtypes.LogAggregation]
+	aggExprRewriter                qbtypes.AggExprRewriter
+	fl                             flagger.Flagger
+	skipResourceFingerprintEnabled bool
 
 	fullTextColumn *telemetrytypes.TelemetryFieldKey
 	jsonKeyToKey   qbtypes.JsonKeyToFieldFunc
@@ -42,10 +44,13 @@ func NewLogQueryStatementBuilder(
 	fullTextColumn *telemetrytypes.TelemetryFieldKey,
 	jsonKeyToKey qbtypes.JsonKeyToFieldFunc,
 	fl flagger.Flagger,
+	telemetryStore telemetrystore.TelemetryStore,
+	skipResourceFingerprintEnable bool,
+	skipResourceFingerprintThreshold uint64,
 ) *logQueryStatementBuilder {
 	logsSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrylogs")
 
-	resourceFilterStmtBuilder := telemetryresourcefilter.New[qbtypes.LogAggregation](
+	resourceFilterResolver := telemetryresourcefilter.NewResolver[qbtypes.LogAggregation](
 		settings,
 		DBName,
 		LogsResourceV2TableName,
@@ -55,18 +60,21 @@ func NewLogQueryStatementBuilder(
 		fullTextColumn,
 		jsonKeyToKey,
 		fl,
+		telemetryStore,
+		skipResourceFingerprintThreshold,
 	)
 
 	return &logQueryStatementBuilder{
-		logger:                    logsSettings.Logger(),
-		metadataStore:             metadataStore,
-		fm:                        fieldMapper,
-		cb:                        conditionBuilder,
-		resourceFilterStmtBuilder: resourceFilterStmtBuilder,
-		aggExprRewriter:           aggExprRewriter,
-		fl:                        fl,
-		fullTextColumn:            fullTextColumn,
-		jsonKeyToKey:              jsonKeyToKey,
+		logger:                         logsSettings.Logger(),
+		metadataStore:                  metadataStore,
+		fm:                             fieldMapper,
+		cb:                             conditionBuilder,
+		resourceFilterResolver:         resourceFilterResolver,
+		aggExprRewriter:                aggExprRewriter,
+		fl:                             fl,
+		skipResourceFingerprintEnabled: skipResourceFingerprintEnable,
+		fullTextColumn:                 fullTextColumn,
+		jsonKeyToKey:                   jsonKeyToKey,
 	}
 }
 
@@ -271,9 +279,11 @@ func (b *logQueryStatementBuilder) buildListQuery(
 		bodyJSONEnabled = b.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{}))
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" {
+	}
+	if frag != "" {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -315,7 +325,7 @@ func (b *logQueryStatementBuilder) buildListQuery(
 
 	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 	// Add filter conditions
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 
 	if err != nil {
 		return nil, err
@@ -373,9 +383,11 @@ func (b *logQueryStatementBuilder) buildTimeSeriesQuery(
 		bodyJSONEnabled = b.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{}))
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" {
+	}
+	if frag != "" {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -419,7 +431,7 @@ func (b *logQueryStatementBuilder) buildTimeSeriesQuery(
 	// Add FROM clause
 	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 
 	if err != nil {
 		return nil, err
@@ -531,9 +543,11 @@ func (b *logQueryStatementBuilder) buildScalarQuery(
 		bodyJSONEnabled = b.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{}))
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" && !skipResourceCTE {
+	}
+	if frag != "" && !skipResourceCTE {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -576,7 +590,7 @@ func (b *logQueryStatementBuilder) buildScalarQuery(
 	sb.From(fmt.Sprintf("%s.%s", DBName, LogsV2TableName))
 
 	// Add filter conditions
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 
 	if err != nil {
 		return nil, err
@@ -640,6 +654,7 @@ func (b *logQueryStatementBuilder) addFilterCondition(
 	query qbtypes.QueryBuilderQuery[qbtypes.LogAggregation],
 	keys map[string][]*telemetrytypes.TelemetryFieldKey,
 	variables map[string]qbtypes.VariableItem,
+	skipResourceFilter bool,
 ) (querybuilder.PreparedWhereClause, error) {
 
 	var preparedWhereClause querybuilder.PreparedWhereClause
@@ -656,7 +671,7 @@ func (b *logQueryStatementBuilder) addFilterCondition(
 			ConditionBuilder:   b.cb,
 			FieldKeys:          keys,
 			BodyJSONEnabled:    bodyJSONEnabled,
-			SkipResourceFilter: true,
+			SkipResourceFilter: skipResourceFilter,
 			FullTextColumn:     b.fullTextColumn,
 			JsonKeyToKey:       b.jsonKeyToKey,
 			Variables:          variables,
@@ -707,33 +722,30 @@ func (b *logQueryStatementBuilder) maybeAttachResourceFilter(
 	query qbtypes.QueryBuilderQuery[qbtypes.LogAggregation],
 	start, end uint64,
 	variables map[string]qbtypes.VariableItem,
-) (cteSQL string, cteArgs []any, err error) {
+) (cteSQL string, cteArgs []any, skipResourceFilter bool, err error) {
 
-	stmt, err := b.buildResourceFilterCTE(ctx, query, start, end, variables)
+	if b.skipResourceFingerprintEnabled {
+		decision, err := b.resourceFilterResolver.Resolve(ctx, query, start, end, variables)
+		if err != nil {
+			return "", nil, true, err
+		}
+		switch decision {
+		case qbtypes.ResourceFilterResolveKindNoOp:
+			return "", nil, true, nil
+		case qbtypes.ResourceFilterResolveKindFallback:
+			return "", nil, false, nil
+		}
+	}
+
+	stmt, err := b.resourceFilterResolver.StatementBuilder().Build(
+		ctx, start, end, qbtypes.RequestTypeRaw, query, variables,
+	)
 	if err != nil {
-		return "", nil, err
+		return "", nil, true, err
 	}
 	if stmt == nil {
-		return "", nil, nil
+		return "", nil, true, nil
 	}
-
 	sb.Where("resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
-
-	return fmt.Sprintf("__resource_filter AS (%s)", stmt.Query), stmt.Args, nil
-}
-
-func (b *logQueryStatementBuilder) buildResourceFilterCTE(
-	ctx context.Context,
-	query qbtypes.QueryBuilderQuery[qbtypes.LogAggregation],
-	start, end uint64,
-	variables map[string]qbtypes.VariableItem,
-) (*qbtypes.Statement, error) {
-	return b.resourceFilterStmtBuilder.Build(
-		ctx,
-		start,
-		end,
-		qbtypes.RequestTypeRaw,
-		query,
-		variables,
-	)
+	return fmt.Sprintf("__resource_filter AS (%s)", stmt.Query), stmt.Args, true, nil
 }

pkg/telemetrylogs/stmt_builder_test.go

@@ -2,19 +2,36 @@ package telemetrylogs
 
 import (
 	"context"
+	"regexp"
 	"testing"
 	"time"
 
+	cmock "github.com/SigNoz/clickhouse-go-mock"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
 	"github.com/stretchr/testify/require"
 )
 
+type regexQueryMatcher struct{}
+
+func (m *regexQueryMatcher) Match(expectedSQL, actualSQL string) error {
+	re, err := regexp.Compile(expectedSQL)
+	if err != nil {
+		return err
+	}
+	if !re.MatchString(actualSQL) {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "expected query to match %s, got %s", expectedSQL, actualSQL)
+	}
+	return nil
+}
+
 func TestStatementBuilderTimeSeries(t *testing.T) {
 	// Create a test release time
 	releaseTime := time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC)
@@ -55,7 +72,7 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, countDistinct(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, countDistinct(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, countDistinct(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, countDistinct(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1705397400), uint64(1705485600), "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600), 10, "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600)},
 			},
 			expectedErr: nil,
@@ -127,7 +144,7 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY `service.name` desc LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY `service.name` desc, ts desc",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY `service.name` desc LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY `service.name` desc, ts desc",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1705397400), uint64(1705485600), "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600), 10, "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600)},
 			},
 			expectedErr: nil,
@@ -160,7 +177,7 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(`attribute_string_materialized$$key$$name_exists` = ?, `attribute_string_materialized$$key$$name`, NULL)) AS `materialized.key.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `materialized.key.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(`attribute_string_materialized$$key$$name_exists` = ?, `attribute_string_materialized$$key$$name`, NULL)) AS `materialized.key.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`materialized.key.name`) GLOBAL IN (SELECT `materialized.key.name` FROM __limit_cte) GROUP BY ts, `materialized.key.name`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(`attribute_string_materialized$$key$$name_exists` = ?, `attribute_string_materialized$$key$$name`, NULL)) AS `materialized.key.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? GROUP BY `materialized.key.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(fromUnixTimestamp64Nano(timestamp), INTERVAL 30 SECOND) AS ts, toString(multiIf(`attribute_string_materialized$$key$$name_exists` = ?, `attribute_string_materialized$$key$$name`, NULL)) AS `materialized.key.name`, count() AS __result_0 FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? AND (`materialized.key.name`) GLOBAL IN (SELECT `materialized.key.name` FROM __limit_cte) GROUP BY ts, `materialized.key.name`",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1705397400), uint64(1705485600), true, "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600), 10, true, "1705399200000000000", uint64(1705397400), "1705485600000000000", uint64(1705485600)},
 			},
 		},
@@ -212,6 +229,9 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -253,7 +273,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1747945619), uint64(1747983448), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -281,7 +301,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1747945619), uint64(1747983448), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -353,6 +373,9 @@ func TestStatementBuilderListQuery(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -424,7 +447,7 @@ func TestStatementBuilderListQueryResourceTests(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND match(LOWER(body), LOWER(?)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND match(LOWER(body), LOWER(?)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1747945619), uint64(1747983448), "hello", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -499,6 +522,9 @@ func TestStatementBuilderListQueryResourceTests(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -575,6 +601,9 @@ func TestStatementBuilderTimeSeriesBodyGroupBy(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -615,7 +644,7 @@ func TestStatementBuilderListQueryServiceCollision(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (LOWER(body) LIKE LOWER(?)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (LOWER(body) LIKE LOWER(?)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1747945619), uint64(1747983448), "%error%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -644,7 +673,7 @@ func TestStatementBuilderListQueryServiceCollision(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND LOWER(body) LIKE LOWER(?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND LOWER(body) LIKE LOWER(?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY `attribute_string_materialized$$key$$name` AS `materialized.key.name` desc LIMIT ?",
 				Args:  []any{"cartservice", "%service.name%", "%service.name\":\"cartservice%", uint64(1747945619), uint64(1747983448), "%error%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -670,6 +699,9 @@ func TestStatementBuilderListQueryServiceCollision(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -894,6 +926,9 @@ func TestAdjustKey(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -1039,6 +1074,9 @@ func TestStmtBuilderBodyField(t *testing.T) {
 				DefaultFullTextColumn,
 				GetBodyJSONKey,
 				fl,
+				nil,
+				false,
+				100000,
 			)
 
 			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
@@ -1138,6 +1176,9 @@ func TestStmtBuilderBodyFullTextSearch(t *testing.T) {
 				DefaultFullTextColumn,
 				GetBodyJSONKey,
 				fl,
+				nil,
+				false,
+				100000,
 			)
 
 			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
@@ -1157,3 +1198,110 @@ func TestStmtBuilderBodyFullTextSearch(t *testing.T) {
 		})
 	}
 }
+
+// TestSkipResourceFingerprintLogs exercises the three resolver outcomes for
+// logs: use-CTE (count < threshold), fallback (count >= threshold), and the
+// legacy path (feature disabled).
+func TestSkipResourceFingerprintLogs(t *testing.T) {
+	const (
+		startMs   = uint64(1747947419000)
+		endMs     = uint64(1747983448000)
+		threshold = uint64(10)
+	)
+
+	query := qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
+		Signal: telemetrytypes.SignalLogs,
+		Filter: &qbtypes.Filter{
+			Expression: "service.name = 'redis-manual'",
+		},
+		Limit: 5,
+	}
+
+	t.Run("disabled uses the legacy CTE", func(t *testing.T) {
+		sb := newSkipResourceFingerprintLogsBuilder(t, nil, false, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+		require.Contains(t, stmt.Query, "__resource_filter AS (SELECT fingerprint")
+		require.Contains(t, stmt.Query, "resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
+	})
+
+	t.Run("CTE attached when count below threshold", func(t *testing.T) {
+		mockStore := telemetrystoretest.New(telemetrystore.Config{}, &regexQueryMatcher{})
+		mock := mockStore.Mock()
+
+		mock.ExpectQueryRow(`SELECT count\(\) FROM \(SELECT fingerprint FROM signoz_logs\.distributed_logs_v2_resource`).
+			WillReturnRow(cmock.NewRow([]cmock.ColumnType{
+				{Name: "count", Type: "UInt64"},
+			}, []any{uint64(2)}))
+
+		sb := newSkipResourceFingerprintLogsBuilder(t, mockStore, true, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+
+		require.Contains(t, stmt.Query, "__resource_filter AS (SELECT fingerprint")
+		require.Contains(t, stmt.Query, "resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
+
+		require.NoError(t, mock.ExpectationsWereMet())
+	})
+
+	t.Run("fallback when count at or above threshold", func(t *testing.T) {
+		mockStore := telemetrystoretest.New(telemetrystore.Config{}, &regexQueryMatcher{})
+		mock := mockStore.Mock()
+
+		mock.ExpectQueryRow(`SELECT count\(\) FROM \(SELECT fingerprint FROM signoz_logs\.distributed_logs_v2_resource`).
+			WillReturnRow(cmock.NewRow([]cmock.ColumnType{
+				{Name: "count", Type: "UInt64"},
+			}, []any{threshold}))
+
+		sb := newSkipResourceFingerprintLogsBuilder(t, mockStore, true, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+
+		require.NotContains(t, stmt.Query, "__resource_filter AS")
+		require.NotContains(t, stmt.Query, "resource_fingerprint")
+		require.Contains(t, stmt.Query, "service.name")
+
+		require.NoError(t, mock.ExpectationsWereMet())
+	})
+}
+
+func newSkipResourceFingerprintLogsBuilder(
+	t *testing.T,
+	telemetryStore telemetrystore.TelemetryStore,
+	skipEnable bool,
+	threshold uint64,
+) *logQueryStatementBuilder {
+	t.Helper()
+
+	fl := flaggertest.New(t)
+	fm := NewFieldMapper(fl)
+	cb := NewConditionBuilder(fm, fl)
+	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(time.Date(2024, 1, 15, 10, 0, 0, 0, time.UTC))
+
+	aggExprRewriter := querybuilder.NewAggExprRewriter(
+		instrumentationtest.New().ToProviderSettings(),
+		DefaultFullTextColumn,
+		fm,
+		cb,
+		GetBodyJSONKey,
+		fl,
+	)
+
+	return NewLogQueryStatementBuilder(
+		instrumentationtest.New().ToProviderSettings(),
+		mockMetadataStore,
+		fm,
+		cb,
+		aggExprRewriter,
+		DefaultFullTextColumn,
+		GetBodyJSONKey,
+		fl,
+		telemetryStore,
+		skipEnable,
+		threshold,
+	)
+}

pkg/telemetryresourcefilter/fingerprint_resolver.go

@@ -0,0 +1,77 @@
+package telemetryresourcefilter
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+)
+
+type ResourceFingerprintResolver[T any] struct {
+	stmtBuilder    *resourceFilterStatementBuilder[T]
+	telemetryStore telemetrystore.TelemetryStore
+	threshold      uint64
+}
+
+func NewResolver[T any](
+	settings factory.ProviderSettings,
+	dbName string,
+	tableName string,
+	signal telemetrytypes.Signal,
+	source telemetrytypes.Source,
+	metadataStore telemetrytypes.MetadataStore,
+	fullTextColumn *telemetrytypes.TelemetryFieldKey,
+	jsonKeyToKey qbtypes.JsonKeyToFieldFunc,
+	fl flagger.Flagger,
+	telemetryStore telemetrystore.TelemetryStore,
+	threshold uint64,
+) *ResourceFingerprintResolver[T] {
+	return &ResourceFingerprintResolver[T]{
+		stmtBuilder: New[T](
+			settings,
+			dbName,
+			tableName,
+			signal,
+			source,
+			metadataStore,
+			fullTextColumn,
+			jsonKeyToKey,
+			fl,
+		),
+		telemetryStore: telemetryStore,
+		threshold:      threshold,
+	}
+}
+
+func (r *ResourceFingerprintResolver[T]) StatementBuilder() qbtypes.StatementBuilder[T] {
+	return r.stmtBuilder
+}
+
+func (r *ResourceFingerprintResolver[T]) Resolve(
+	ctx context.Context,
+	query qbtypes.QueryBuilderQuery[T],
+	start, end uint64,
+	variables map[string]qbtypes.VariableItem,
+) (qbtypes.ResourceFilterResolveKind, error) {
+	countStmt, err := r.stmtBuilder.BuildCount(ctx, start, end, query, variables)
+	if err != nil {
+		return qbtypes.ResourceFilterResolveKindNoOp, err
+	}
+	if countStmt == nil {
+		return qbtypes.ResourceFilterResolveKindNoOp, nil
+	}
+
+	var count uint64
+	row := r.telemetryStore.ClickhouseDB().QueryRow(ctx, countStmt.Query, countStmt.Args...)
+	if err := row.Scan(&count); err != nil {
+		return qbtypes.ResourceFilterResolveKindNoOp, err
+	}
+
+	if count >= r.threshold {
+		return qbtypes.ResourceFilterResolveKindFallback, nil
+	}
+	return qbtypes.ResourceFilterResolveKindUseCTE, nil
+}

pkg/telemetryresourcefilter/statement_builder.go

@@ -116,6 +116,10 @@ func (b *resourceFilterStatementBuilder[T]) Build(
 		return nil, nil //nolint:nilnil
 	}
 
+	// Group by fingerprint instead of using DISTINCT; on ClickHouse GROUP BY
+	// parallelizes across multiple threads and is faster for deduplication.
+	q.GroupBy("fingerprint")
+
 	stmt, args := q.BuildWithFlavor(sqlbuilder.ClickHouse)
 	return &qbtypes.Statement{
 		Query: stmt,
@@ -123,6 +127,25 @@ func (b *resourceFilterStatementBuilder[T]) Build(
 	}, nil
 }
 
+// BuildCount returns a statement that counts the distinct fingerprints matching
+// the resource filter. Returns (nil, nil) when the filter is a no-op.
+func (b *resourceFilterStatementBuilder[T]) BuildCount(
+	ctx context.Context,
+	start uint64,
+	end uint64,
+	query qbtypes.QueryBuilderQuery[T],
+	variables map[string]qbtypes.VariableItem,
+) (*qbtypes.Statement, error) {
+	inner, err := b.Build(ctx, start, end, qbtypes.RequestTypeRaw, query, variables)
+	if err != nil || inner == nil {
+		return nil, err
+	}
+	return &qbtypes.Statement{
+		Query: fmt.Sprintf("SELECT count() FROM (%s)", inner.Query),
+		Args:  inner.Args,
+	}, nil
+}
+
 // addConditions adds both filter and time conditions to the query.
 // Returns true (isNoOp) when the filter expression evaluated to no resource conditions,
 // meaning the CTE would select all fingerprints and should be skipped entirely.

pkg/telemetryresourcefilter/statement_builder_test.go

@@ -119,7 +119,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -134,7 +134,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.namespace.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.namespace.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", "production", "%k8s.namespace.name%", "%k8s.namespace.name\":\"production%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -183,7 +183,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (LOWER(simpleJSONExtractString(labels, 'service.name')) LIKE LOWER(?) AND labels LIKE ? AND LOWER(labels) LIKE LOWER(?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (LOWER(simpleJSONExtractString(labels, 'service.name')) LIKE LOWER(?) AND labels LIKE ? AND LOWER(labels) LIKE LOWER(?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis%", "%service.name%", "%service.name%redis%%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -198,7 +198,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONHas(labels, 'service.name') = ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONHas(labels, 'service.name') = ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{true, "%service.name%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -213,7 +213,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONHas(labels, 'service.name') <> ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONHas(labels, 'service.name') <> ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{true, expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -228,7 +228,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? OR simpleJSONExtractString(labels, 'service.name') = ?) AND labels LIKE ? AND (labels LIKE ? OR labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? OR simpleJSONExtractString(labels, 'service.name') = ?) AND labels LIKE ? AND (labels LIKE ? OR labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "postgres", "%service.name%", "%service.name\":\"redis%", "%service.name\":\"postgres%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -243,7 +243,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') <> ? AND simpleJSONExtractString(labels, 'service.name') <> ?) AND (labels NOT LIKE ? AND labels NOT LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE ((simpleJSONExtractString(labels, 'service.name') <> ? AND simpleJSONExtractString(labels, 'service.name') <> ?) AND (labels NOT LIKE ? AND labels NOT LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "postgres", "%service.name\":\"redis%", "%service.name\":\"postgres%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -258,7 +258,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (LOWER(simpleJSONExtractString(labels, 'service.name')) LIKE LOWER(?) AND labels LIKE ? AND LOWER(labels) LIKE LOWER(?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (LOWER(simpleJSONExtractString(labels, 'service.name')) LIKE LOWER(?) AND labels LIKE ? AND LOWER(labels) LIKE LOWER(?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"%redis%", "%service.name%", "%service.name%redis%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -273,7 +273,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (match(simpleJSONExtractString(labels, 'service.name'), ?) AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (match(simpleJSONExtractString(labels, 'service.name'), ?) AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis.*", "%service.name%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -288,7 +288,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') <> ? AND labels NOT LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') <> ? AND labels NOT LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "%service.name\":\"redis%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -315,7 +315,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   0,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "%service.name%", "%service.name\":\"redis%", expectedBucketStart},
 			},
 		},
@@ -330,7 +330,7 @@ func TestResourceFilterStatementBuilder_Traces(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE NOT (((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?))) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE NOT (((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?))) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "%service.name%", "%service.name\":\"redis%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -406,7 +406,7 @@ func TestResourceFilterStatementBuilder_Logs(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -443,7 +443,7 @@ func TestResourceFilterStatementBuilder_Logs(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.namespace.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.namespace.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis", "%service.name%", "%service.name\":\"redis%", "default", "%k8s.namespace.name%", "%k8s.namespace.name\":\"default%", expectedBucketStart, expectedBucketEnd},
 			},
 		},
@@ -461,7 +461,7 @@ func TestResourceFilterStatementBuilder_Logs(t *testing.T) {
 			start: uint64(1769976178000000000), // These will give bucket start 1769974378 and end 1770062578
 			end:   uint64(1770062578000000000),
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'env') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.deployment.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE ((simpleJSONExtractString(labels, 'env') = ? AND labels LIKE ? AND labels LIKE ?) AND (simpleJSONExtractString(labels, 'k8s.deployment.name') = ? AND labels LIKE ? AND labels LIKE ?)) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"prod", "%env%", "%env\":\"prod%", "prod-deployment", "%k8s.deployment.name%", "%k8s.deployment.name\":\"prod-deployment%", uint64(1769974378), uint64(1770062578)},
 			},
 		},
@@ -606,7 +606,7 @@ func TestResourceFilterStatementBuilder_Variables(t *testing.T) {
 			start: testStartNs,
 			end:   testEndNs,
 			expected: &qbtypes.Statement{
-				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?",
+				Query: "SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", expectedBucketStart, expectedBucketEnd},
 			},
 		},

pkg/telemetrytraces/statement_builder.go

@@ -24,13 +24,13 @@ var (
 )
 
 type traceQueryStatementBuilder struct {
-	logger                    *slog.Logger
-	metadataStore             telemetrytypes.MetadataStore
-	fm                        qbtypes.FieldMapper
-	cb                        qbtypes.ConditionBuilder
-	resourceFilterStmtBuilder qbtypes.StatementBuilder[qbtypes.TraceAggregation]
-	aggExprRewriter           qbtypes.AggExprRewriter
-	telemetryStore            telemetrystore.TelemetryStore
+	logger                         *slog.Logger
+	metadataStore                  telemetrytypes.MetadataStore
+	fm                             qbtypes.FieldMapper
+	cb                             qbtypes.ConditionBuilder
+	resourceFilterResolver         *telemetryresourcefilter.ResourceFingerprintResolver[qbtypes.TraceAggregation]
+	aggExprRewriter                qbtypes.AggExprRewriter
+	skipResourceFingerprintEnabled bool
 }
 
 var _ qbtypes.StatementBuilder[qbtypes.TraceAggregation] = (*traceQueryStatementBuilder)(nil)
@@ -43,10 +43,12 @@ func NewTraceQueryStatementBuilder(
 	aggExprRewriter qbtypes.AggExprRewriter,
 	telemetryStore telemetrystore.TelemetryStore,
 	flagger flagger.Flagger,
+	skipResourceFingerprintEnable bool,
+	skipResourceFingerprintThreshold uint64,
 ) *traceQueryStatementBuilder {
 	tracesSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/telemetrytraces")
 
-	resourceFilterStmtBuilder := telemetryresourcefilter.New[qbtypes.TraceAggregation](
+	resourceFilterResolver := telemetryresourcefilter.NewResolver[qbtypes.TraceAggregation](
 		settings,
 		DBName,
 		TracesResourceV3TableName,
@@ -56,16 +58,18 @@ func NewTraceQueryStatementBuilder(
 		nil,
 		nil,
 		flagger,
+		telemetryStore,
+		skipResourceFingerprintThreshold,
 	)
 
 	return &traceQueryStatementBuilder{
-		logger:                    tracesSettings.Logger(),
-		metadataStore:             metadataStore,
-		fm:                        fieldMapper,
-		cb:                        conditionBuilder,
-		resourceFilterStmtBuilder: resourceFilterStmtBuilder,
-		aggExprRewriter:           aggExprRewriter,
-		telemetryStore:            telemetryStore,
+		logger:                         tracesSettings.Logger(),
+		metadataStore:                  metadataStore,
+		fm:                             fieldMapper,
+		cb:                             conditionBuilder,
+		resourceFilterResolver:         resourceFilterResolver,
+		aggExprRewriter:                aggExprRewriter,
+		skipResourceFingerprintEnabled: skipResourceFingerprintEnable,
 	}
 }
 
@@ -302,9 +306,11 @@ func (b *traceQueryStatementBuilder) buildListQuery(
 		cteArgs      [][]any
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" {
+	}
+	if frag != "" {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -322,7 +328,7 @@ func (b *traceQueryStatementBuilder) buildListQuery(
 	sb.From(fmt.Sprintf("%s.%s", DBName, SpanIndexV3TableName))
 
 	// Add filter conditions
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 	if err != nil {
 		return nil, err
 	}
@@ -383,15 +389,17 @@ func (b *traceQueryStatementBuilder) buildTraceQuery(
 		cteArgs      [][]any
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, distSB, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, distSB, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" {
+	}
+	if frag != "" {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
 
 	// Add filter conditions
-	preparedWhereClause, err := b.addFilterCondition(ctx, distSB, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, distSB, start, end, query, keys, variables, skipResourceFilter)
 	if err != nil {
 		return nil, err
 	}
@@ -492,9 +500,11 @@ func (b *traceQueryStatementBuilder) buildTimeSeriesQuery(
 		cteArgs      [][]any
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" {
+	}
+	if frag != "" {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -535,7 +545,7 @@ func (b *traceQueryStatementBuilder) buildTimeSeriesQuery(
 	}
 
 	sb.From(fmt.Sprintf("%s.%s", DBName, SpanIndexV3TableName))
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 	if err != nil {
 		return nil, err
 	}
@@ -644,9 +654,11 @@ func (b *traceQueryStatementBuilder) buildScalarQuery(
 		cteArgs      [][]any
 	)
 
-	if frag, args, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables); err != nil {
+	frag, args, skipResourceFilter, err := b.maybeAttachResourceFilter(ctx, sb, query, start, end, variables)
+	if err != nil {
 		return nil, err
-	} else if frag != "" && !skipResourceCTE {
+	}
+	if frag != "" && !skipResourceCTE {
 		cteFragments = append(cteFragments, frag)
 		cteArgs = append(cteArgs, args)
 	}
@@ -688,7 +700,7 @@ func (b *traceQueryStatementBuilder) buildScalarQuery(
 	sb.From(fmt.Sprintf("%s.%s", DBName, SpanIndexV3TableName))
 
 	// Add filter conditions
-	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables)
+	preparedWhereClause, err := b.addFilterCondition(ctx, sb, start, end, query, keys, variables, skipResourceFilter)
 	if err != nil {
 		return nil, err
 	}
@@ -751,6 +763,7 @@ func (b *traceQueryStatementBuilder) addFilterCondition(
 	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
 	keys map[string][]*telemetrytypes.TelemetryFieldKey,
 	variables map[string]qbtypes.VariableItem,
+	skipResourceFilter bool,
 ) (querybuilder.PreparedWhereClause, error) {
 
 	var preparedWhereClause querybuilder.PreparedWhereClause
@@ -764,7 +777,7 @@ func (b *traceQueryStatementBuilder) addFilterCondition(
 			FieldMapper:        b.fm,
 			ConditionBuilder:   b.cb,
 			FieldKeys:          keys,
-			SkipResourceFilter: true,
+			SkipResourceFilter: skipResourceFilter,
 			Variables:          variables,
 			StartNs:            start,
 			EndNs:              end,
@@ -805,34 +818,30 @@ func (b *traceQueryStatementBuilder) maybeAttachResourceFilter(
 	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
 	start, end uint64,
 	variables map[string]qbtypes.VariableItem,
-) (cteSQL string, cteArgs []any, err error) {
+) (cteSQL string, cteArgs []any, skipResourceFilter bool, err error) {
 
-	stmt, err := b.buildResourceFilterCTE(ctx, query, start, end, variables)
+	if b.skipResourceFingerprintEnabled {
+		decision, err := b.resourceFilterResolver.Resolve(ctx, query, start, end, variables)
+		if err != nil {
+			return "", nil, true, err
+		}
+		switch decision {
+		case qbtypes.ResourceFilterResolveKindNoOp:
+			return "", nil, true, nil
+		case qbtypes.ResourceFilterResolveKindFallback:
+			return "", nil, false, nil
+		}
+	}
+
+	stmt, err := b.resourceFilterResolver.StatementBuilder().Build(
+		ctx, start, end, qbtypes.RequestTypeRaw, query, variables,
+	)
 	if err != nil {
-		return "", nil, err
+		return "", nil, true, err
 	}
 	if stmt == nil {
-		return "", nil, nil
+		return "", nil, true, nil
 	}
-
 	sb.Where("resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
-
-	return fmt.Sprintf("__resource_filter AS (%s)", stmt.Query), stmt.Args, nil
-}
-
-func (b *traceQueryStatementBuilder) buildResourceFilterCTE(
-	ctx context.Context,
-	query qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-	start, end uint64,
-	variables map[string]qbtypes.VariableItem,
-) (*qbtypes.Statement, error) {
-
-	return b.resourceFilterStmtBuilder.Build(
-		ctx,
-		start,
-		end,
-		qbtypes.RequestTypeRaw,
-		query,
-		variables,
-	)
+	return fmt.Sprintf("__resource_filter AS (%s)", stmt.Query), stmt.Args, true, nil
 }

pkg/telemetrytraces/stmt_builder_test.go

@@ -2,19 +2,36 @@ package telemetrytraces
 
 import (
 	"context"
+	"regexp"
 	"testing"
 	"time"
 
+	cmock "github.com/SigNoz/clickhouse-go-mock"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
 	"github.com/stretchr/testify/require"
 )
 
+type regexQueryMatcher struct{}
+
+func (m *regexQueryMatcher) Match(expectedSQL, actualSQL string) error {
+	re, err := regexp.Compile(expectedSQL)
+	if err != nil {
+		return err
+	}
+	if !re.MatchString(actualSQL) {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "expected query to match %s, got %s", expectedSQL, actualSQL)
+	}
+	return nil
+}
+
 func TestStatementBuilder(t *testing.T) {
 	cases := []struct {
 		name        string
@@ -47,7 +64,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -136,7 +153,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(attribute_string_http$$route <> ?, attribute_string_http$$route, NULL)) AS `httpRoute`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `httpRoute` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(attribute_string_http$$route <> ?, attribute_string_http$$route, NULL)) AS `httpRoute`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`httpRoute`) GLOBAL IN (SELECT `httpRoute` FROM __limit_cte) GROUP BY ts, `httpRoute`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(attribute_string_http$$route <> ?, attribute_string_http$$route, NULL)) AS `httpRoute`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `httpRoute` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(attribute_string_http$$route <> ?, attribute_string_http$$route, NULL)) AS `httpRoute`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`httpRoute`) GLOBAL IN (SELECT `httpRoute` FROM __limit_cte) GROUP BY ts, `httpRoute`",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -215,7 +232,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(mapContains(attributes_number, 'metric.max_count') = ?, toFloat64(attributes_number['metric.max_count']), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 desc LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(mapContains(attributes_number, 'metric.max_count') = ?, toFloat64(attributes_number['metric.max_count']), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY ts desc",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(mapContains(attributes_number, 'metric.max_count') = ?, toFloat64(attributes_number['metric.max_count']), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 desc LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(mapContains(attributes_number, 'metric.max_count') = ?, toFloat64(attributes_number['metric.max_count']), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY ts desc",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -244,7 +261,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name`",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -283,7 +300,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY `service.name` desc LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY `service.name` desc, ts desc",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `service.name` ORDER BY `service.name` desc LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, sum(multiIf(`attribute_number_cart$$items_count_exists` = ?, toFloat64(`attribute_number_cart$$items_count`), NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`service.name`) GLOBAL IN (SELECT `service.name` FROM __limit_cte) GROUP BY ts, `service.name` ORDER BY `service.name` desc, ts desc",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, true, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -314,7 +331,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `responseStatusCode` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`responseStatusCode`) GLOBAL IN (SELECT `responseStatusCode` FROM __limit_cte) GROUP BY ts, `responseStatusCode`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `responseStatusCode` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`responseStatusCode`) GLOBAL IN (SELECT `responseStatusCode` FROM __limit_cte) GROUP BY ts, `responseStatusCode`",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -345,7 +362,7 @@ func TestStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __limit_cte AS (SELECT toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, quantile(0.90)(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `responseStatusCode` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, quantile(0.90)(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`responseStatusCode`) GLOBAL IN (SELECT `responseStatusCode` FROM __limit_cte) GROUP BY ts, `responseStatusCode`",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __limit_cte AS (SELECT toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, quantile(0.90)(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `responseStatusCode` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(response_status_code <> ?, response_status_code, NULL)) AS `responseStatusCode`, quantile(0.90)(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`responseStatusCode`) GLOBAL IN (SELECT `responseStatusCode` FROM __limit_cte) GROUP BY ts, `responseStatusCode`",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "", 0, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "", 0, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -367,6 +384,8 @@ func TestStatementBuilder(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	vars := map[string]qbtypes.VariableItem{
@@ -439,7 +458,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT name AS `name`, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name`, duration_nano AS `duration_nano`, `attribute_number_cart$$items_count` AS `cart.items_count`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT name AS `name`, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name`, duration_nano AS `duration_nano`, `attribute_number_cart$$items_count` AS `cart.items_count`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -468,7 +487,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT duration_nano AS `duration_nano`, name AS `name`, response_status_code AS `response_status_code`, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name`, span_id AS `span_id`, timestamp AS `timestamp`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? ORDER BY attributes_string['user.id'] AS `user.id` desc LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT duration_nano AS `duration_nano`, name AS `name`, response_status_code AS `response_status_code`, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name`, span_id AS `span_id`, timestamp AS `timestamp`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? ORDER BY attributes_string['user.id'] AS `user.id` desc LIMIT ?",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -512,7 +531,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, response_status_code AS `responseStatusCode`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, response_status_code AS `responseStatusCode`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -556,7 +575,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, multiIf(toString(`attribute_string_mixed$$materialization$$key`) != '', toString(`attribute_string_mixed$$materialization$$key`), toString(multiIf(resource.`mixed.materialization.key` IS NOT NULL, resource.`mixed.materialization.key`::String, mapContains(resources_string, 'mixed.materialization.key'), resources_string['mixed.materialization.key'], NULL)) != '', toString(multiIf(resource.`mixed.materialization.key` IS NOT NULL, resource.`mixed.materialization.key`::String, mapContains(resources_string, 'mixed.materialization.key'), resources_string['mixed.materialization.key'], NULL)), NULL) AS `mixed.materialization.key`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, multiIf(toString(`attribute_string_mixed$$materialization$$key`) != '', toString(`attribute_string_mixed$$materialization$$key`), toString(multiIf(resource.`mixed.materialization.key` IS NOT NULL, resource.`mixed.materialization.key`::String, mapContains(resources_string, 'mixed.materialization.key'), resources_string['mixed.materialization.key'], NULL)) != '', toString(multiIf(resource.`mixed.materialization.key` IS NOT NULL, resource.`mixed.materialization.key`::String, mapContains(resources_string, 'mixed.materialization.key'), resources_string['mixed.materialization.key'], NULL)), NULL) AS `mixed.materialization.key`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -601,7 +620,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, `attribute_string_mixed$$materialization$$key` AS `mixed.materialization.key`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint) SELECT name AS `name`, resource_string_service$$name AS `serviceName`, duration_nano AS `durationNano`, http_method AS `httpMethod`, `attribute_string_mixed$$materialization$$key` AS `mixed.materialization.key`, timestamp AS `timestamp`, span_id AS `span_id`, trace_id AS `trace_id` FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -662,6 +681,8 @@ func TestStatementBuilderListQuery(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -771,6 +792,8 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 				aggExprRewriter,
 				nil,
 				fl,
+				false,
+				100000,
 			)
 
 			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
@@ -807,7 +830,7 @@ func TestStatementBuilderTraceQuery(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), __toe AS (SELECT trace_id FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __toe_duration_sorted AS (SELECT trace_id, duration_nano, resource_string_service$$name as `service.name`, name FROM signoz_traces.distributed_signoz_index_v3 WHERE parent_span_id = '' AND trace_id GLOBAL IN __toe AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? ORDER BY duration_nano DESC LIMIT 1 BY trace_id) SELECT __toe_duration_sorted.`service.name` AS `service.name`, __toe_duration_sorted.name AS `name`, count() AS span_count, __toe_duration_sorted.duration_nano AS `duration_nano`, __toe_duration_sorted.trace_id AS `trace_id` FROM __toe INNER JOIN __toe_duration_sorted ON __toe.trace_id = __toe_duration_sorted.trace_id GROUP BY trace_id, duration_nano, name, `service.name` ORDER BY duration_nano DESC LIMIT 1 BY trace_id LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), __toe AS (SELECT trace_id FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __toe_duration_sorted AS (SELECT trace_id, duration_nano, resource_string_service$$name as `service.name`, name FROM signoz_traces.distributed_signoz_index_v3 WHERE parent_span_id = '' AND trace_id GLOBAL IN __toe AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? ORDER BY duration_nano DESC LIMIT 1 BY trace_id) SELECT __toe_duration_sorted.`service.name` AS `service.name`, __toe_duration_sorted.name AS `name`, count() AS span_count, __toe_duration_sorted.duration_nano AS `duration_nano`, __toe_duration_sorted.trace_id AS `trace_id` FROM __toe INNER JOIN __toe_duration_sorted ON __toe.trace_id = __toe_duration_sorted.trace_id GROUP BY trace_id, duration_nano, name, `service.name` ORDER BY duration_nano DESC LIMIT 1 BY trace_id LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"redis-manual", "%service.name%", "%service.name\":\"redis-manual%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -923,6 +946,8 @@ func TestStatementBuilderTraceQuery(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -1138,6 +1163,8 @@ func TestAdjustKey(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -1412,6 +1439,8 @@ func TestAdjustKeys(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -1483,3 +1512,114 @@ func TestAdjustKeys(t *testing.T) {
 		})
 	}
 }
+
+// TestSkipResourceFingerprint exercises the three resolver outcomes when
+// skip_resource_fingerprint is enabled: use-CTE (count < threshold),
+// fallback (count >= threshold), and the legacy path (feature disabled).
+func TestSkipResourceFingerprint(t *testing.T) {
+	const (
+		startMs   = uint64(1747947419000)
+		endMs     = uint64(1747983448000)
+		threshold = uint64(10)
+	)
+
+	query := qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+		Signal: telemetrytypes.SignalTraces,
+		Filter: &qbtypes.Filter{
+			Expression: "service.name = 'redis-manual'",
+		},
+		SelectFields: []telemetrytypes.TelemetryFieldKey{
+			{
+				Name:          "name",
+				FieldContext:  telemetrytypes.FieldContextSpan,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+			},
+		},
+		Limit: 5,
+	}
+
+	t.Run("disabled uses the legacy CTE", func(t *testing.T) {
+		sb := newSkipResourceFingerprintBuilder(t, nil, false, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+		require.Contains(t, stmt.Query, "__resource_filter AS (SELECT fingerprint")
+		require.Contains(t, stmt.Query, "resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
+	})
+
+	t.Run("CTE attached when count below threshold", func(t *testing.T) {
+		mockStore := telemetrystoretest.New(telemetrystore.Config{}, &regexQueryMatcher{})
+		mock := mockStore.Mock()
+
+		// Only the count query runs against the telemetry store; the CTE
+		// itself is embedded as SQL in the main query (no extra round trip).
+		mock.ExpectQueryRow(`SELECT count\(\) FROM \(SELECT fingerprint FROM signoz_traces\.distributed_traces_v3_resource`).
+			WillReturnRow(cmock.NewRow([]cmock.ColumnType{
+				{Name: "count", Type: "UInt64"},
+			}, []any{uint64(2)}))
+
+		sb := newSkipResourceFingerprintBuilder(t, mockStore, true, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+
+		require.Contains(t, stmt.Query, "__resource_filter AS (SELECT fingerprint")
+		require.Contains(t, stmt.Query, "resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter)")
+
+		require.NoError(t, mock.ExpectationsWereMet())
+	})
+
+	t.Run("fallback when count at or above threshold", func(t *testing.T) {
+		mockStore := telemetrystoretest.New(telemetrystore.Config{}, &regexQueryMatcher{})
+		mock := mockStore.Mock()
+
+		mock.ExpectQueryRow(`SELECT count\(\) FROM \(SELECT fingerprint FROM signoz_traces\.distributed_traces_v3_resource`).
+			WillReturnRow(cmock.NewRow([]cmock.ColumnType{
+				{Name: "count", Type: "UInt64"},
+			}, []any{threshold}))
+
+		sb := newSkipResourceFingerprintBuilder(t, mockStore, true, threshold)
+
+		stmt, err := sb.Build(context.Background(), startMs, endMs, qbtypes.RequestTypeRaw, query, nil)
+		require.NoError(t, err)
+
+		require.NotContains(t, stmt.Query, "__resource_filter AS")
+		require.NotContains(t, stmt.Query, "resource_fingerprint")
+		// resource conditions are pushed onto the main table via the
+		// resource.`service.name` / resources_string lookup
+		require.Contains(t, stmt.Query, "service.name")
+
+		require.NoError(t, mock.ExpectationsWereMet())
+	})
+}
+
+func newSkipResourceFingerprintBuilder(
+	t *testing.T,
+	telemetryStore telemetrystore.TelemetryStore,
+	skipEnable bool,
+	threshold uint64,
+) *traceQueryStatementBuilder {
+	t.Helper()
+
+	fm := NewFieldMapper()
+	cb := NewConditionBuilder(fm)
+	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+
+	fl := flaggertest.New(t)
+	aggExprRewriter := querybuilder.NewAggExprRewriter(
+		instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl,
+	)
+
+	return NewTraceQueryStatementBuilder(
+		instrumentationtest.New().ToProviderSettings(),
+		mockMetadataStore,
+		fm,
+		cb,
+		aggExprRewriter,
+		telemetryStore,
+		fl,
+		skipEnable,
+		threshold,
+	)
+}

pkg/telemetrytraces/trace_operator_cte_builder_test.go

@@ -67,7 +67,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name` FROM A_DIR_DESC_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) AS `service.name` FROM A_DIR_DESC_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -104,7 +104,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_INDIR_DESC_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_INDIR_DESC_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "gateway", "%service.name%", "%service.name\":\"gateway%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "database", "%service.name%", "%service.name\":\"database%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 5},
 			},
 			expectedErr: nil,
@@ -141,7 +141,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_AND_B AS (SELECT l.* FROM A AS l INNER JOIN B AS r ON l.trace_id = r.trace_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_AND_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_AND_B AS (SELECT l.* FROM A AS l INNER JOIN B AS r ON l.trace_id = r.trace_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_AND_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 15},
 			},
 			expectedErr: nil,
@@ -178,7 +178,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_OR_B AS (SELECT * FROM A UNION DISTINCT SELECT * FROM B) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_OR_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_OR_B AS (SELECT * FROM A UNION DISTINCT SELECT * FROM B) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_OR_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 20},
 			},
 			expectedErr: nil,
@@ -215,7 +215,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_not_B AS (SELECT l.* FROM A AS l WHERE l.trace_id GLOBAL NOT IN (SELECT DISTINCT trace_id FROM B)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_not_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_not_B AS (SELECT l.* FROM A AS l WHERE l.trace_id GLOBAL NOT IN (SELECT DISTINCT trace_id FROM B)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_not_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -264,7 +264,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id) SELECT toStartOfInterval(timestamp, INTERVAL 60 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM A_DIR_DESC_B GROUP BY ts, `service.name` ORDER BY ts desc SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id) SELECT toStartOfInterval(timestamp, INTERVAL 60 SECOND) AS ts, toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, count() AS __result_0 FROM A_DIR_DESC_B GROUP BY ts, `service.name` ORDER BY ts desc SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
 			},
 			expectedErr: nil,
@@ -323,7 +323,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND toFloat64(response_status_code) < ?), A_AND_B AS (SELECT l.* FROM A AS l INNER JOIN B AS r ON l.trace_id = r.trace_id) SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, avg(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM A_AND_B GROUP BY `service.name` ORDER BY __result_0 desc SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND toFloat64(response_status_code) < ?), A_AND_B AS (SELECT l.* FROM A AS l INNER JOIN B AS r ON l.trace_id = r.trace_id) SELECT toString(multiIf(multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL, multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL), NULL)) AS `service.name`, avg(multiIf(duration_nano <> ?, duration_nano, NULL)) AS __result_0 FROM A_AND_B GROUP BY `service.name` ORDER BY __result_0 desc SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), float64(400), 0},
 			},
 			expectedErr: nil,
@@ -380,7 +380,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id), __resource_filter_C AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), C AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_C) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_D AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), D AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_D) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), C_DIR_DESC_D AS (SELECT p.* FROM C AS p INNER JOIN D AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id), A_DIR_DESC_B_AND_C_DIR_DESC_D AS (SELECT l.* FROM A_DIR_DESC_B AS l INNER JOIN C_DIR_DESC_D AS r ON l.trace_id = r.trace_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_DIR_DESC_B_AND_C_DIR_DESC_D ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_DIR_DESC_B AS (SELECT p.* FROM A AS p INNER JOIN B AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id), __resource_filter_C AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), C AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_C) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_D AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), D AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_D) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), C_DIR_DESC_D AS (SELECT p.* FROM C AS p INNER JOIN D AS c ON p.trace_id = c.trace_id AND p.span_id = c.parent_span_id), A_DIR_DESC_B_AND_C_DIR_DESC_D AS (SELECT l.* FROM A_DIR_DESC_B AS l INNER JOIN C_DIR_DESC_D AS r ON l.trace_id = r.trace_id) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM A_DIR_DESC_B_AND_C_DIR_DESC_D ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "frontend", "%service.name%", "%service.name\":\"frontend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "backend", "%service.name%", "%service.name\":\"backend%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "auth", "%service.name%", "%service.name\":\"auth%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "database", "%service.name%", "%service.name\":\"database%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 5},
 			},
 			expectedErr: nil,
@@ -414,7 +414,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id), __return_from_B AS (SELECT * FROM B WHERE trace_id IN (SELECT DISTINCT trace_id FROM A_INDIR_DESC_B)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM __return_from_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id), __return_from_B AS (SELECT * FROM B WHERE trace_id IN (SELECT DISTINCT trace_id FROM A_INDIR_DESC_B)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM __return_from_B ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "gateway", "%service.name%", "%service.name\":\"gateway%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "database", "%service.name%", "%service.name\":\"database%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -456,7 +456,7 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 				},
 			},
 			expected: qbtypes.Statement{
-				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id), __resource_filter_C AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?), C AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_C) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B_AND_C AS (SELECT l.* FROM A_INDIR_DESC_B AS l INNER JOIN C AS r ON l.trace_id = r.trace_id), __return_from_C AS (SELECT * FROM C WHERE trace_id IN (SELECT DISTINCT trace_id FROM A_INDIR_DESC_B_AND_C)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM __return_from_C ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
+				Query: "WITH toDateTime64(1747947419000000000, 9) AS t_from, toDateTime64(1747983448000000000, 9) AS t_to, 1747945619 AS bucket_from, 1747983448 AS bucket_to, all_spans AS (SELECT *, resource_string_service$$name AS `service.name` FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_A AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), A AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_A) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), __resource_filter_B AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), B AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_B) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B AS (WITH RECURSIVE up AS (SELECT d.trace_id, d.span_id, d.parent_span_id, 0 AS depth FROM B AS d UNION ALL SELECT p.trace_id, p.span_id, p.parent_span_id, up.depth + 1 FROM all_spans AS p JOIN up ON p.trace_id = up.trace_id AND p.span_id = up.parent_span_id WHERE up.depth < 100) SELECT DISTINCT a.* FROM A AS a GLOBAL INNER JOIN (SELECT DISTINCT trace_id, span_id FROM up WHERE depth > 0 ) AS ancestors ON ancestors.trace_id = a.trace_id AND ancestors.span_id = a.span_id), __resource_filter_C AS (SELECT fingerprint FROM signoz_traces.distributed_traces_v3_resource WHERE (simpleJSONExtractString(labels, 'service.name') = ? AND labels LIKE ? AND labels LIKE ?) AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ? GROUP BY fingerprint), C AS (SELECT * FROM signoz_traces.distributed_signoz_index_v3 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter_C) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ?), A_INDIR_DESC_B_AND_C AS (SELECT l.* FROM A_INDIR_DESC_B AS l INNER JOIN C AS r ON l.trace_id = r.trace_id), __return_from_C AS (SELECT * FROM C WHERE trace_id IN (SELECT DISTINCT trace_id FROM A_INDIR_DESC_B_AND_C)) SELECT timestamp, trace_id, span_id, name, duration_nano, parent_span_id FROM __return_from_C ORDER BY timestamp DESC LIMIT ? SETTINGS distributed_product_mode='allow', max_memory_usage=10000000000",
 				Args:  []any{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "gateway", "%service.name%", "%service.name\":\"gateway%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "database", "%service.name%", "%service.name\":\"database%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), "auth", "%service.name%", "%service.name\":\"auth%", uint64(1747945619), uint64(1747983448), "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -478,6 +478,8 @@ func TestTraceOperatorStatementBuilder(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	statementBuilder := NewTraceOperatorStatementBuilder(
@@ -594,6 +596,8 @@ func TestTraceOperatorStatementBuilderErrors(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	statementBuilder := NewTraceOperatorStatementBuilder(

pkg/telemetrytraces/trace_time_range_test.go

@@ -5,13 +5,13 @@ import (
 	"strings"
 	"testing"
 
+	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
 	"github.com/stretchr/testify/assert"
-	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/stretchr/testify/require"
 )
 
@@ -44,8 +44,10 @@ func TestTraceTimeRangeOptimization(t *testing.T) {
 		fm,
 		cb,
 		aggExprRewriter,
-		nil, // telemetryStore is nil - optimization won't happen but code path is tested
+		nil, // telemetryStore is nil - adaptive path is disabled
 		fl,
+		false,
+		100000,
 	)
 
 	tests := []struct {

pkg/types/querybuildertypes/querybuildertypesv5/resource_filter_resolve.go

@@ -0,0 +1,9 @@
+package querybuildertypesv5
+
+type ResourceFilterResolveKind int
+
+const (
+	ResourceFilterResolveKindNoOp ResourceFilterResolveKind = iota
+	ResourceFilterResolveKindUseCTE
+	ResourceFilterResolveKindFallback
+)

tests/fixtures/querier.py

@@ -28,6 +28,42 @@ class TelemetryFieldKey:
         }
 
 
+class RequestType:
+    RAW = "raw"
+    TIME_SERIES = "time_series"
+    SCALAR = "scalar"
+    TABLE = "table"
+
+
+@dataclass
+class Aggregation:
+    expression: str
+    alias: str | None = None
+
+    def to_dict(self) -> dict:
+        agg: dict[str, Any] = {"expression": self.expression}
+        if self.alias:
+            agg["alias"] = self.alias
+        return agg
+
+
+@dataclass
+class MetricAggregation:
+    metric_name: str
+    time_aggregation: str
+    space_aggregation: str
+    temporality: str = "cumulative"
+
+    def to_dict(self) -> dict:
+        agg: dict[str, Any] = {
+            "metricName": self.metric_name,
+            "timeAggregation": self.time_aggregation,
+            "spaceAggregation": self.space_aggregation,
+            "temporality": self.temporality,
+        }
+        return agg
+
+
 @dataclass
 class OrderBy:
     key: TelemetryFieldKey
@@ -46,6 +82,8 @@ class BuilderQuery:
     filter_expression: str | None = None
     select_fields: list[TelemetryFieldKey] | None = None
     order: list[OrderBy] | None = None
+    aggregations: list[Aggregation | MetricAggregation] | None = None
+    step_interval: int | None = None
 
     def to_dict(self) -> dict:
         spec: dict[str, Any] = {
@@ -62,6 +100,11 @@ class BuilderQuery:
             spec["selectFields"] = [f.to_dict() for f in self.select_fields]
         if self.order:
             spec["order"] = [o.to_dict() if hasattr(o, "to_dict") else o for o in self.order]
+        if self.aggregations:
+            spec["aggregations"] = [agg.to_dict() if hasattr(agg, "to_dict") else agg for agg in self.aggregations]
+        if self.step_interval is not None:
+            spec["stepInterval"] = self.step_interval
+
         return {"type": "builder_query", "spec": spec}
 
 
@@ -117,7 +160,7 @@ def make_query_request(
     end_ms: int,
     queries: list[dict],
     *,
-    request_type: str = "time_series",
+    request_type: str = RequestType.TIME_SERIES,
     format_options: dict | None = None,
     variables: dict | None = None,
     no_cache: bool = True,

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

@@ -15,7 +15,6 @@ from fixtures.querier import (
     build_group_by_field,
     build_logs_aggregation,
     build_order_by,
-    build_raw_query,
     build_scalar_query,
     find_named_result,
     index_series_by_label,
@@ -2626,43 +2625,3 @@ def test_logs_aggregation_filter_by_trace_id(
     orphan_count, orphan_warnings = _count(narrow_start_ms, now_ms, orphan_trace_id)
     assert orphan_count == 1, f"Expected count=1 for orphan trace_id aggregation, got {orphan_count} — query may have been incorrectly short-circuited"
     assert not any(outside_range_msg in m for m in orphan_warnings), f"Did not expect outside-range warning for orphan trace_id, got {orphan_warnings}"
-
-
-def test_logs_list_ambigous_warnings(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[list[Logs]], None],
-) -> None:
-    insert_logs(
-        [
-            Logs(
-                timestamp=datetime.now(tz=UTC) - timedelta(seconds=1),
-                resources={
-                    "service.name": "java",
-                },
-                attributes={
-                    "service.name": "java",
-                },
-                body="This is a log message, coming from a java application",
-                severity_text="DEBUG",
-            ),
-        ]
-    )
-
-    response = make_query_request(
-        signoz,
-        get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD),
-        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=1)).timestamp() * 1000),
-        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
-        request_type="raw",
-        queries=[build_raw_query(name="A", signal="logs", filter_expression='service.name = "java"')],
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.json()["status"] == "success"
-    warning = response.json()["data"].get("warning", None)
-    assert warning is not None
-    assert warning["message"] == "Encountered warnings"
-    assert len(warning.get("warnings")) > 0
-    assert any(["ambiguous" in w["message"] for w in warning.get("warnings")])

tests/integration/tests/querier/16_qb_warnings.py

@@ -0,0 +1,386 @@
+from collections.abc import Callable
+from datetime import UTC, datetime, timedelta
+from http import HTTPStatus
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logs import Logs
+from fixtures.meter import MeterSample, make_meter_samples
+from fixtures.querier import (
+    Aggregation,
+    BuilderQuery,
+    MetricAggregation,
+    RequestType,
+    make_query_request,
+)
+
+
+def test_resource_default_warning(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    insert_logs(
+        [
+            Logs(
+                timestamp=datetime.now(tz=UTC),
+                resources={
+                    "service.name": "java",
+                },
+                attributes={
+                    "service.name": "java",
+                },
+                body="This is a log message, coming from a java application",
+                severity_text="DEBUG",
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=20)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type=RequestType.RAW,
+        queries=[
+            BuilderQuery(
+                name="A",
+                signal="logs",
+                filter_expression="service.name = 'java'",
+            ).to_dict()
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+    warning = response.json()["data"].get("warning", None)
+    assert warning is not None
+    assert warning["message"] == "Encountered warnings"
+
+    expected_service_name_warning = (
+        "Key `service.name` is ambiguous, found 2 different combinations of "
+        "field context / data type: [name=service.name,context=resource,datatype=string "
+        "name=service.name,context=attribute,datatype=string]. Using `resource` context "
+        "by default. To query attributes explicitly, use the fully qualified name "
+        "(e.g., 'attribute.service.name')"
+    )
+    assert warning["warnings"] == [
+        {"message": expected_service_name_warning},
+    ]
+
+
+def test_key_collision_warning(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    insert_logs(
+        [
+            Logs(
+                timestamp=datetime.now(tz=UTC),
+                resources={
+                    "service.name": "java",
+                },
+                attributes={
+                    "service.name": "java",
+                    "http.status_code": 200,
+                },
+                body="This is a log message, coming from a java application",
+                severity_text="DEBUG",
+            ),
+            Logs(
+                timestamp=datetime.now(tz=UTC),
+                resources={
+                    "service.name": "java",
+                },
+                attributes={
+                    "service.name": "java",
+                    "http.status_code": "200",
+                },
+                body="This is a log message, coming from a java application",
+                severity_text="DEBUG",
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=20)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type=RequestType.RAW,
+        queries=[
+            BuilderQuery(
+                name="A",
+                signal="logs",
+                filter_expression="http.status_code = '200'",
+            ).to_dict()
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+    warning = response.json()["data"].get("warning", None)
+    assert warning is not None
+    assert warning["message"] == "Encountered warnings"
+
+    expected_http_status_code_warning = "Key `http.status_code` is ambiguous, found 2 different combinations of field context / data type: [name=http.status_code,context=attribute,datatype=number name=http.status_code,context=attribute,datatype=string]."
+    assert warning["warnings"] == [
+        {"message": expected_http_status_code_warning},
+    ]
+
+
+def test_deduped_warnings_for_single_query(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    insert_logs(
+        [
+            *[
+                Logs(
+                    timestamp=datetime.now(tz=UTC) - timedelta(minutes=i * 10),
+                    resources={
+                        "service.name": "java",
+                    },
+                    attributes={
+                        "service.name": "java",
+                        "http.status_code": 200,
+                    },
+                    body="This is a log message, coming from a java application",
+                    severity_text="DEBUG",
+                )
+                for i in range(10)
+            ],
+            Logs(
+                timestamp=datetime.now(tz=UTC),
+                resources={
+                    "service.name": "java",
+                },
+                attributes={
+                    "service.name": "java",
+                    "http.status_code": "200",
+                },
+                body="This is a log message, coming from a java application",
+                severity_text="DEBUG",
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # `service.name` (resource vs attribute) and `http.status_code` (number vs
+    # string) are both ambiguous keys, so referencing them in the filter makes
+    # the querier emit an "is ambiguous" warning while *building* the query.
+    #
+    # This test targets the bucket-cache warning-merge path: the cache stores a
+    # query's warnings alongside its buckets, and on a partial cache hit
+    # executeWithCache merges the cached warnings with the warnings re-emitted by
+    # each freshly executed missing range (querier.mergeResults). Before the
+    # dedup fix the same message appeared once per executed range.
+    query = BuilderQuery(
+        name="A",
+        signal="logs",
+        step_interval=600,
+        filter_expression="service.name = 'java' and http.status_code = 200",
+        aggregations=[Aggregation(expression="count()")],
+    ).to_dict()
+
+    # Anchor both windows to a single "now" so their step-aligned boundaries
+    # match. Both windows end well before the 5m flux interval so the results
+    # are cacheable.
+    now_ms = int(datetime.now(tz=UTC).timestamp() * 1000)
+    minute = 60 * 1000
+
+    # First request populates the cache for [-90m, -30m], storing the warnings.
+    first = make_query_request(
+        signoz,
+        token,
+        start_ms=now_ms - 90 * minute,
+        end_ms=now_ms - 30 * minute,
+        request_type=RequestType.TIME_SERIES,
+        queries=[query],
+        no_cache=False,
+    )
+    assert first.status_code == HTTPStatus.OK
+    assert first.json()["status"] == "success"
+
+    # Second request reuses the cached [-90m, -30m] buckets (which carry the
+    # cached warnings) and executes only the trailing [-30m, -20m] step fresh,
+    # which re-emits the same warnings — exercising the cache/fresh merge.
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=now_ms - 90 * minute,
+        end_ms=now_ms - 20 * minute,
+        request_type=RequestType.TIME_SERIES,
+        queries=[query],
+        no_cache=False,
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+    warning = response.json()["data"].get("warning", None)
+    assert warning is not None
+    assert warning["message"] == "Encountered warnings"
+
+    # Each ambiguity warning arrives from both the cached portion and the fresh
+    # missing range; after deduplication each distinct message appears once.
+    expected_service_name_warning = (
+        "Key `service.name` is ambiguous, found 2 different combinations of "
+        "field context / data type: [name=service.name,context=resource,datatype=string "
+        "name=service.name,context=attribute,datatype=string]. Using `resource` context "
+        "by default. To query attributes explicitly, use the fully qualified name "
+        "(e.g., 'attribute.service.name')"
+    )
+    expected_status_code_warning = "Key `http.status_code` is ambiguous, found 2 different combinations of field context / data type: [name=http.status_code,context=attribute,datatype=number name=http.status_code,context=attribute,datatype=string]."
+    assert warning["warnings"] == [
+        {"message": expected_service_name_warning},
+        {"message": expected_status_code_warning},
+    ]
+
+
+def test_deduped_warnings_for_multiple_queries(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    insert_logs(
+        [
+            *[
+                Logs(
+                    timestamp=datetime.now(tz=UTC) - timedelta(minutes=i * 10),
+                    resources={
+                        "service.name": "java",
+                    },
+                    attributes={
+                        "service.name": "java",
+                        "http.status_code": 200,
+                    },
+                    body="This is a log message, coming from a java application",
+                    severity_text="DEBUG",
+                )
+                for i in range(10)
+            ],
+            Logs(
+                timestamp=datetime.now(tz=UTC),
+                resources={
+                    "service.name": "java",
+                },
+                attributes={
+                    "service.name": "java",
+                    "http.status_code": "200",
+                },
+                body="This is a log message, coming from a java application",
+                severity_text="DEBUG",
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # `service.name` (resource vs attribute) and `http.status_code` (number vs
+    # string) are both ambiguous keys, so referencing them in the filter makes
+    # the querier emit an "is ambiguous" warning while *building* the query.
+    query_1 = BuilderQuery(
+        name="A",
+        signal="logs",
+        step_interval=600,
+        filter_expression="service.name = 'java' and http.status_code = 200",
+        aggregations=[Aggregation(expression="count()")],
+    ).to_dict()
+    query_2 = BuilderQuery(
+        name="B",
+        signal="logs",
+        step_interval=600,
+        filter_expression="service.name != '_java' and http.status_code = 200",
+        aggregations=[Aggregation(expression="count()")],
+    ).to_dict()
+
+    now_ms = int(datetime.now(tz=UTC).timestamp() * 1000)
+    minute = 60 * 1000
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=now_ms - 90 * minute,
+        end_ms=now_ms - 20 * minute,
+        request_type=RequestType.TIME_SERIES,
+        queries=[query_1, query_2],
+        no_cache=False,
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+    warning = response.json()["data"].get("warning", None)
+    assert warning is not None
+    assert warning["message"] == "Encountered warnings"
+
+    expected_service_name_warning = (
+        "Key `service.name` is ambiguous, found 2 different combinations of "
+        "field context / data type: [name=service.name,context=resource,datatype=string "
+        "name=service.name,context=attribute,datatype=string]. Using `resource` context "
+        "by default. To query attributes explicitly, use the fully qualified name "
+        "(e.g., 'attribute.service.name')"
+    )
+    expected_status_code_warning = "Key `http.status_code` is ambiguous, found 2 different combinations of field context / data type: [name=http.status_code,context=attribute,datatype=number name=http.status_code,context=attribute,datatype=string]."
+    assert warning["warnings"] == [
+        {"message": expected_service_name_warning},
+        {"message": expected_status_code_warning},
+    ]
+
+
+def test_no_warnings_for_meter_query(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_meter_samples: Callable[[list[MeterSample]], None],
+) -> None:
+    # Meter queries deliberately suppress the step-interval clamp warning. The
+    # minimum allowed step for a meter is 1h, so a 10m (600s) step over this
+    # range would normally clamp and emit a warning for a regular metric — for a
+    # meter source the querier discards it. This asserts no warning leaks out.
+    now = datetime.now(tz=UTC).replace(second=0, microsecond=0)
+    metric_name = "signoz.meter.log.size"
+    insert_meter_samples(
+        make_meter_samples(
+            metric_name,
+            {"service": "test-service"},
+            now,
+            count=60,
+            temporality="Delta",
+            type_="Sum",
+            is_monotonic=True,
+        )
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((now - timedelta(minutes=20)).timestamp() * 1000),
+        end_ms=int(now.timestamp() * 1000),
+        request_type=RequestType.TIME_SERIES,
+        queries=[
+            BuilderQuery(
+                name="A",
+                signal="metrics",
+                source="meter",
+                step_interval=600,
+                aggregations=[MetricAggregation(metric_name=metric_name, time_aggregation="sum", space_aggregation="sum")],
+            ).to_dict()
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+    assert "warning" not in response.json()["data"]

tests/integration/tests/querier_skip_resource_fingerprint/01_skip_resource_fingerprint_traces.py

@@ -0,0 +1,191 @@
+"""
+End-to-end coverage for the skip_resource_fingerprint querier optimization.
+
+The conftest in this package boots SigNoz with:
+  - skip_resource_fingerprint.enabled = true
+  - skip_resource_fingerprint.threshold = 2
+
+With that configuration the two non-trivial resolver branches are reachable
+from a single SigNoz instance:
+
+  - count < 2  -> the resolver attaches the fingerprint CTE (same shape as the
+    legacy path; cheap because the fingerprint set is small).
+  - count >= 2 -> fallback path: no fingerprint subquery, resource conditions
+    are evaluated directly on the main spans table.
+
+These tests assert end-to-end correctness — the optimization must be
+semantically transparent.
+"""
+
+from collections.abc import Callable
+from datetime import UTC, datetime, timedelta
+from http import HTTPStatus
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.querier import make_query_request
+from fixtures.traces import TraceIdGenerator, Traces, TracesKind, TracesStatusCode
+
+
+def _span(
+    *,
+    timestamp: datetime,
+    service_name: str,
+    name: str = "span",
+    duration_seconds: float = 1.0,
+    extra_resources: dict | None = None,
+    attributes: dict | None = None,
+) -> Traces:
+    resources = {"service.name": service_name}
+    if extra_resources:
+        resources.update(extra_resources)
+    return Traces(
+        timestamp=timestamp,
+        duration=timedelta(seconds=duration_seconds),
+        trace_id=TraceIdGenerator.trace_id(),
+        span_id=TraceIdGenerator.span_id(),
+        parent_span_id="",
+        name=name,
+        kind=TracesKind.SPAN_KIND_SERVER,
+        status_code=TracesStatusCode.STATUS_CODE_OK,
+        status_message="",
+        resources=resources,
+        attributes=attributes or {},
+    )
+
+
+def test_skip_resource_fingerprint_use_cte_path(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_traces: Callable[[list[Traces]], None],
+) -> None:
+    """
+    A filter that matches a single unique resource fingerprint (count = 1 < 2)
+    keeps the legacy CTE attached. The query should still return only the rows
+    belonging to that resource.
+    """
+    now = datetime.now(tz=UTC).replace(second=0, microsecond=0)
+
+    insert_traces(
+        [
+            _span(timestamp=now - timedelta(seconds=10), service_name="skip-cte-svc", name="span-1"),
+            _span(timestamp=now - timedelta(seconds=8), service_name="skip-cte-svc", name="span-2"),
+            # Noise from a different resource — must be filtered out.
+            _span(timestamp=now - timedelta(seconds=6), service_name="skip-cte-noise", name="span-noise"),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type="raw",
+        queries=[
+            {
+                "type": "builder_query",
+                "spec": {
+                    "name": "A",
+                    "signal": "traces",
+                    "limit": 50,
+                    "order": [{"key": {"name": "timestamp"}, "direction": "asc"}],
+                    "filter": {"expression": "service.name = 'skip-cte-svc'"},
+                    "selectFields": [
+                        {
+                            "name": "service.name",
+                            "fieldDataType": "string",
+                            "fieldContext": "resource",
+                        },
+                        {"name": "name", "fieldContext": "span"},
+                    ],
+                    "aggregations": [{"expression": "count()"}],
+                },
+            }
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+
+    rows = response.json()["data"]["data"]["results"][0]["rows"]
+    assert len(rows) == 2, f"expected only the 2 'skip-cte-svc' spans, got {len(rows)}"
+
+    names = [row["data"]["name"] for row in rows]
+    assert names == ["span-1", "span-2"]
+
+    services = {row["data"]["service.name"] for row in rows}
+    assert services == {"skip-cte-svc"}
+
+
+def test_skip_resource_fingerprint_fallback_path(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_traces: Callable[[list[Traces]], None],
+) -> None:
+    """
+    A filter that matches multiple unique resource fingerprints (count >= 2)
+    drives the resolver down the fallback path: no fingerprint subquery, and
+    the resource condition is evaluated directly on the main spans table.
+    The result must still be correct (no over- or under-matching).
+    """
+    now = datetime.now(tz=UTC).replace(second=0, microsecond=0)
+
+    # 3 services share the same deployment.environment, so the resource filter
+    # selects 3 fingerprints, exceeding our threshold of 2.
+    fallback_env = {"deployment.environment": "skip-fallback"}
+    insert_traces(
+        [
+            _span(timestamp=now - timedelta(seconds=10), service_name="skip-fb-svc-a", extra_resources=fallback_env),
+            _span(timestamp=now - timedelta(seconds=9), service_name="skip-fb-svc-b", extra_resources=fallback_env),
+            _span(timestamp=now - timedelta(seconds=8), service_name="skip-fb-svc-c", extra_resources=fallback_env),
+            # Noise without the fallback env — must be filtered out.
+            _span(
+                timestamp=now - timedelta(seconds=7),
+                service_name="skip-fb-other",
+                extra_resources={"deployment.environment": "skip-other"},
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type="raw",
+        queries=[
+            {
+                "type": "builder_query",
+                "spec": {
+                    "name": "A",
+                    "signal": "traces",
+                    "limit": 50,
+                    "order": [{"key": {"name": "timestamp"}, "direction": "asc"}],
+                    "filter": {"expression": "deployment.environment = 'skip-fallback'"},
+                    "selectFields": [
+                        {
+                            "name": "service.name",
+                            "fieldDataType": "string",
+                            "fieldContext": "resource",
+                        },
+                    ],
+                    "aggregations": [{"expression": "count()"}],
+                },
+            }
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+
+    rows = response.json()["data"]["data"]["results"][0]["rows"]
+    assert len(rows) == 3, f"expected 3 spans tagged with skip-fallback, got {len(rows)}"
+
+    services = sorted(row["data"]["service.name"] for row in rows)
+    assert services == ["skip-fb-svc-a", "skip-fb-svc-b", "skip-fb-svc-c"]

tests/integration/tests/querier_skip_resource_fingerprint/02_skip_resource_fingerprint_logs.py

@@ -0,0 +1,175 @@
+"""
+End-to-end coverage for the skip_resource_fingerprint optimization on logs.
+
+The conftest boots SigNoz with threshold=2, so:
+  - count < 2  -> resolver attaches the fingerprint CTE (same shape as legacy).
+  - count >= 2 -> fallback: resource conditions evaluated on the main logs table.
+
+Both branches must return the same correct rows.
+"""
+
+from collections.abc import Callable
+from datetime import UTC, datetime, timedelta
+from http import HTTPStatus
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logs import Logs
+from fixtures.querier import make_query_request
+
+
+def _log(
+    *,
+    timestamp: datetime,
+    service_name: str,
+    body: str,
+    extra_resources: dict | None = None,
+) -> Logs:
+    resources = {"service.name": service_name}
+    if extra_resources:
+        resources.update(extra_resources)
+    return Logs(
+        timestamp=timestamp,
+        resources=resources,
+        attributes={},
+        body=body,
+        severity_text="INFO",
+    )
+
+
+def test_skip_resource_fingerprint_logs_use_cte_path(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    """
+    A filter matching a single resource fingerprint (count = 1 < 2) keeps the
+    legacy CTE attached. The result must only include rows for that resource.
+    """
+    now = datetime.now(tz=UTC)
+
+    insert_logs(
+        [
+            _log(timestamp=now - timedelta(seconds=10), service_name="skip-logs-cte-svc", body="log-1"),
+            _log(timestamp=now - timedelta(seconds=8), service_name="skip-logs-cte-svc", body="log-2"),
+            # Noise from a different resource — must not appear.
+            _log(timestamp=now - timedelta(seconds=6), service_name="skip-logs-cte-noise", body="noise"),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type="raw",
+        queries=[
+            {
+                "type": "builder_query",
+                "spec": {
+                    "name": "A",
+                    "signal": "logs",
+                    "limit": 50,
+                    "order": [{"key": {"name": "timestamp"}, "direction": "asc"}],
+                    "filter": {"expression": "service.name = 'skip-logs-cte-svc'"},
+                    "selectFields": [
+                        {
+                            "name": "service.name",
+                            "fieldDataType": "string",
+                            "fieldContext": "resource",
+                        },
+                        {"name": "body"},
+                    ],
+                    "aggregations": [{"expression": "count()"}],
+                },
+            }
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+
+    rows = response.json()["data"]["data"]["results"][0]["rows"]
+    assert len(rows) == 2, f"expected 2 'skip-logs-cte-svc' rows, got {len(rows)}"
+
+    bodies = [row["data"]["body"] for row in rows]
+    assert bodies == ["log-1", "log-2"]
+
+    services = {row["data"]["service.name"] for row in rows}
+    assert services == {"skip-logs-cte-svc"}
+
+
+def test_skip_resource_fingerprint_logs_fallback_path(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    """
+    A filter matching multiple resource fingerprints (count >= 2) drives the
+    fallback path: no CTE, resource conditions evaluated on the main logs
+    table. Result must still be correct (no over- or under-matching).
+    """
+    now = datetime.now(tz=UTC)
+
+    fallback_env = {"deployment.environment": "skip-logs-fallback"}
+    insert_logs(
+        [
+            _log(timestamp=now - timedelta(seconds=10), service_name="skip-logs-fb-svc-a", body="a", extra_resources=fallback_env),
+            _log(timestamp=now - timedelta(seconds=9), service_name="skip-logs-fb-svc-b", body="b", extra_resources=fallback_env),
+            _log(timestamp=now - timedelta(seconds=8), service_name="skip-logs-fb-svc-c", body="c", extra_resources=fallback_env),
+            # Noise without the fallback env — must be filtered out.
+            _log(
+                timestamp=now - timedelta(seconds=7),
+                service_name="skip-logs-fb-other",
+                body="noise",
+                extra_resources={"deployment.environment": "skip-logs-other"},
+            ),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000),
+        end_ms=int(datetime.now(tz=UTC).timestamp() * 1000),
+        request_type="raw",
+        queries=[
+            {
+                "type": "builder_query",
+                "spec": {
+                    "name": "A",
+                    "signal": "logs",
+                    "limit": 50,
+                    "order": [{"key": {"name": "timestamp"}, "direction": "asc"}],
+                    "filter": {"expression": "deployment.environment = 'skip-logs-fallback'"},
+                    "selectFields": [
+                        {
+                            "name": "service.name",
+                            "fieldDataType": "string",
+                            "fieldContext": "resource",
+                        },
+                        {"name": "body"},
+                    ],
+                    "aggregations": [{"expression": "count()"}],
+                },
+            }
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+
+    rows = response.json()["data"]["data"]["results"][0]["rows"]
+    assert len(rows) == 3, f"expected 3 fallback rows, got {len(rows)}"
+
+    services = sorted(row["data"]["service.name"] for row in rows)
+    assert services == ["skip-logs-fb-svc-a", "skip-logs-fb-svc-b", "skip-logs-fb-svc-c"]
+
+    bodies = sorted(row["data"]["body"] for row in rows)
+    assert bodies == ["a", "b", "c"]

tests/integration/tests/querier_skip_resource_fingerprint/conftest.py

@@ -0,0 +1,37 @@
+import pytest
+from testcontainers.core.container import Network
+
+from fixtures import types
+from fixtures.signoz import create_signoz
+
+
+@pytest.fixture(name="signoz", scope="package")
+def signoz_skip_resource_fingerprint(
+    network: Network,
+    migrator: types.Operation,  # pylint: disable=unused-argument
+    zeus: types.TestContainerDocker,
+    gateway: types.TestContainerDocker,
+    sqlstore: types.TestContainerSQL,
+    clickhouse: types.TestContainerClickhouse,
+    request: pytest.FixtureRequest,
+    pytestconfig: pytest.Config,
+) -> types.SigNoz:
+    """
+    Package-scoped SigNoz instance with the skip_resource_fingerprint
+    optimization enabled and a low threshold so both the materialized and
+    fallback resolver paths are exercised by sibling tests.
+    """
+    return create_signoz(
+        network=network,
+        zeus=zeus,
+        gateway=gateway,
+        sqlstore=sqlstore,
+        clickhouse=clickhouse,
+        request=request,
+        pytestconfig=pytestconfig,
+        cache_key="signoz-skip-resource-fingerprint",
+        env_overrides={
+            "SIGNOZ_QUERIER_SKIP__RESOURCE__FINGERPRINT_ENABLED": True,
+            "SIGNOZ_QUERIER_SKIP__RESOURCE__FINGERPRINT_THRESHOLD": 2,
+        },
+    )