fix: tests

* feat: [traces] time aware dynamic field mapper

* fix: minor changes

* fix: get keys after modifying the selectkeys

* fix: more updated

* fix: lint

* fix: address comments

* fix: tests

* fix: tests

---------

Co-authored-by: Srikanth Chekuri <srikanth.chekuri92@gmail.com>

.github/CODEOWNERS

@@ -169,3 +169,22 @@ go.mod @therealpandey
 ## Dashboard V2
 /frontend/src/pages/DashboardPageV2/ @SigNoz/pulse-frontend
 /frontend/src/pages/DashboardsListPageV2/ @SigNoz/pulse-frontend
+
+## Infrastructure Monitoring
+/frontend/src/pages/InfrastructureMonitoring/ @SigNoz/pulse-frontend
+/frontend/src/container/InfraMonitoringHosts/ @SigNoz/pulse-frontend
+/frontend/src/container/InfraMonitoringK8s/ @SigNoz/pulse-frontend
+
+## Alerts
+/frontend/src/pages/AlertList/ @SigNoz/pulse-frontend
+/frontend/src/pages/AlertDetails/ @SigNoz/pulse-frontend
+/frontend/src/pages/CreateAlert/ @SigNoz/pulse-frontend
+/frontend/src/pages/EditRules/ @SigNoz/pulse-frontend
+/frontend/src/container/AlertHistory/ @SigNoz/pulse-frontend
+/frontend/src/container/CreateAlertRule/ @SigNoz/pulse-frontend
+/frontend/src/container/CreateAlertV2/ @SigNoz/pulse-frontend
+/frontend/src/container/EditAlertV2/ @SigNoz/pulse-frontend
+/frontend/src/container/FormAlertRules/ @SigNoz/pulse-frontend
+/frontend/src/container/ListAlertRules/ @SigNoz/pulse-frontend
+/frontend/src/container/TriggeredAlerts/ @SigNoz/pulse-frontend
+/frontend/src/container/AnomalyAlertEvaluationView/ @SigNoz/pulse-frontend

.github/workflows/integrationci.yaml

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

frontend/src/api/index.ts

@@ -120,7 +120,8 @@ export const interceptorRejected = async (
 				!(
 					response.config.url === '/sessions' && response.config.method === 'delete'
 				) &&
-				response.config.url !== '/authz/check'
+				response.config.url !== '/authz/check' &&
+				response.config.url !== '/api/v2/reset_password_tokens/verify'
 			) {
 				try {
 					const accessToken = getLocalStorageApi(LOCALSTORAGE.AUTH_TOKEN);

frontend/src/assets/Icons/solid-x-circle.svg

@@ -1 +0,0 @@
-<svg width="14" height="14" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#prefix__clip0_4062_7291)" stroke-width="1.167" stroke-linecap="round" stroke-linejoin="round"><path d="M7 12.833A5.833 5.833 0 107 1.167a5.833 5.833 0 000 11.666z" fill="#E5484D" stroke="#E5484D"/><path d="M8.75 5.25l-3.5 3.5M5.25 5.25l3.5 3.5" stroke="#121317"/></g><defs><clipPath id="prefix__clip0_4062_7291"><path fill="#fff" d="M0 0h14v14H0z"/></clipPath></defs></svg>

frontend/src/container/CreateAlertV2/Footer/Footer.tsx

@@ -196,7 +196,11 @@ function Footer(): JSX.Element {
 			</Button>
 		);
 		if (alertValidationMessage) {
-			button = <Tooltip title={alertValidationMessage}>{button}</Tooltip>;
+			button = (
+				<Tooltip title={alertValidationMessage}>
+					<span>{button}</span>
+				</Tooltip>
+			);
 		}
 		return button;
 	}, [
@@ -224,7 +228,11 @@ function Footer(): JSX.Element {
 			</Button>
 		);
 		if (alertValidationMessage) {
-			button = <Tooltip title={alertValidationMessage}>{button}</Tooltip>;
+			button = (
+				<Tooltip title={alertValidationMessage}>
+					<span>{button}</span>
+				</Tooltip>
+			);
 		}
 		return button;
 	}, [

frontend/src/container/LogsExplorerViews/LogsActionsContainer.tsx

@@ -9,8 +9,6 @@ import { useOptionsMenu } from 'container/OptionsMenu';
 import { ArrowUp10, Minus } from '@signozhq/icons';
 import { DataSource, StringOperators } from 'types/common/queryBuilder';
 
-import QueryStatus from './QueryStatus';
-
 function LogsActionsContainer({
 	listQuery,
 	selectedPanelType,
@@ -18,10 +16,6 @@ function LogsActionsContainer({
 	handleToggleFrequencyChart,
 	orderBy,
 	setOrderBy,
-	isFetching,
-	isLoading,
-	isError,
-	isSuccess,
 }: {
 	listQuery: any;
 	selectedPanelType: PANEL_TYPES;
@@ -29,10 +23,6 @@ function LogsActionsContainer({
 	handleToggleFrequencyChart: () => void;
 	orderBy: string;
 	setOrderBy: (value: string) => void;
-	isFetching: boolean;
-	isLoading: boolean;
-	isError: boolean;
-	isSuccess: boolean;
 }): JSX.Element {
 	const { options, config } = useOptionsMenu({
 		storageKey: LOCALSTORAGE.LOGS_LIST_OPTIONS,
@@ -106,17 +96,6 @@ function LogsActionsContainer({
 							</div>
 						</>
 					)}
-
-					{(selectedPanelType === PANEL_TYPES.TIME_SERIES ||
-						selectedPanelType === PANEL_TYPES.TABLE) && (
-						<div className="query-stats">
-							<QueryStatus
-								loading={isLoading || isFetching}
-								error={isError}
-								success={isSuccess}
-							/>
-						</div>
-					)}
 				</div>
 			</div>
 		</div>

frontend/src/container/LogsExplorerViews/LogsExplorerViews.styles.scss

@@ -155,40 +155,6 @@
 				}
 			}
 
-			.query-stats {
-				display: flex;
-				align-items: center;
-				gap: 12px;
-
-				align-self: flex-end;
-
-				.rows {
-					color: var(--l2-foreground);
-					font-family: 'Geist Mono';
-					font-size: 12px;
-					font-style: normal;
-					font-weight: 400;
-					line-height: 18px; /* 150% */
-					letter-spacing: 0.36px;
-				}
-
-				.divider {
-					width: 1px;
-					height: 14px;
-					background: var(--l3-background);
-				}
-
-				.time {
-					color: var(--l2-foreground);
-					font-family: 'Geist Mono';
-					font-size: 12px;
-					font-style: normal;
-					font-weight: 400;
-					line-height: 18px; /* 150% */
-					letter-spacing: 0.36px;
-				}
-			}
-
 			.ant-btn {
 				border: none;
 			}

frontend/src/container/LogsExplorerViews/QueryStatus.styles.scss

@@ -1,4 +0,0 @@
-.query-status {
-	display: flex;
-	align-items: center;
-}

frontend/src/container/LogsExplorerViews/QueryStatus.tsx

@@ -1,49 +0,0 @@
-import React, { useMemo } from 'react';
-import { Color } from '@signozhq/design-tokens';
-import { LoaderCircle, CircleCheck } from '@signozhq/icons';
-import { Spin } from 'antd';
-
-import solidXCircleUrl from '@/assets/Icons/solid-x-circle.svg';
-
-import './QueryStatus.styles.scss';
-
-interface IQueryStatusProps {
-	loading: boolean;
-	error: boolean;
-	success: boolean;
-}
-
-export default function QueryStatus(
-	props: IQueryStatusProps,
-): React.ReactElement {
-	const { loading, error, success } = props;
-
-	const content = useMemo((): React.ReactElement => {
-		if (loading) {
-			return (
-				<Spin
-					spinning
-					size="small"
-					indicator={<LoaderCircle className="animate-spin" size="md" />}
-				/>
-			);
-		}
-		if (error) {
-			return (
-				<img
-					src={solidXCircleUrl}
-					alt="header"
-					className="error"
-					style={{ height: '14px', width: '14px' }}
-				/>
-			);
-		}
-		if (success) {
-			return (
-				<CircleCheck className="success" size={14} fill={Color.BG_ROBIN_500} />
-			);
-		}
-		return <div />;
-	}, [error, loading, success]);
-	return <div className="query-status">{content}</div>;
-}

frontend/src/container/LogsExplorerViews/index.tsx

@@ -160,7 +160,7 @@ function LogsExplorerViewsContainer({
 		'custom',
 	);
 
-	const { data, isLoading, isFetching, isError, isSuccess, error } =
+	const { data, isLoading, isFetching, isError, error } =
 		useGetExplorerQueryRange(
 			requestData,
 			selectedPanelType,
@@ -437,10 +437,6 @@ function LogsExplorerViewsContainer({
 						handleToggleFrequencyChart={handleToggleFrequencyChart}
 						orderBy={orderBy}
 						setOrderBy={setOrderBy}
-						isFetching={isFetching}
-						isLoading={isLoading}
-						isError={isError}
-						isSuccess={isSuccess}
 					/>
 				)}
 

frontend/src/container/MetricsExplorer/MetricDetails/AllAttributes.tsx

@@ -59,7 +59,7 @@ function AllAttributes({
 	);
 
 	const attributes = useMemo(
-		() => attributesData?.data.attributes ?? [],
+		() => attributesData?.data?.attributes ?? [],
 		[attributesData],
 	);
 

frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.tsx

@@ -56,7 +56,7 @@ function MetricDetails({
 	);
 
 	const metadata = useMemo(() => {
-		if (!metricMetadataResponse) {
+		if (!metricMetadataResponse?.data) {
 			return null;
 		}
 		const { type, description, unit, temporality, isMonotonic } =

frontend/src/container/ResetPassword/ResetPassword.styles.scss

@@ -21,6 +21,10 @@
 			justify-content: center;
 			margin-bottom: 8px;
 			color: var(--semantic-primary-foreground);
+
+			&--error {
+				color: var(--destructive);
+			}
 		}
 
 		.reset-password-header-title {

frontend/src/container/ResetPassword/TokenError.tsx

@@ -0,0 +1,67 @@
+import { CircleAlert } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import AuthError from 'components/AuthError/AuthError';
+import AuthPageContainer from 'components/AuthPageContainer';
+import APIError from 'types/api/error';
+
+import './ResetPassword.styles.scss';
+
+interface TokenErrorContent {
+	title: string;
+	subtitle: string;
+}
+
+function getErrorContent(error?: APIError): TokenErrorContent {
+	const code = error?.getErrorCode();
+
+	if (code === 'reset_password_token_expired') {
+		return {
+			title: 'Reset Password token is expired',
+			subtitle:
+				'Password reset links are single-use and expire after a set period. Please request a new password reset link.',
+		};
+	}
+
+	if (code === 'reset_password_token_not_found') {
+		return {
+			title: 'Invalid Reset Link',
+			subtitle:
+				'This reset password link is invalid or has already been used. Please request a new password reset link.',
+		};
+	}
+
+	return {
+		title: 'Reset Link Unavailable',
+		subtitle:
+			'We could not validate your reset password link. Please request a new one.',
+	};
+}
+
+interface TokenErrorProps {
+	error?: APIError;
+}
+
+function TokenError({ error }: TokenErrorProps): JSX.Element {
+	const { title, subtitle } = getErrorContent(error);
+
+	return (
+		<AuthPageContainer>
+			<div className="reset-password-card reset-password-card--centered">
+				<div className="reset-password-header">
+					<div className="reset-password-header-icon reset-password-header-icon--error">
+						<CircleAlert size={32} />
+					</div>
+					<Typography.Title level={4} className="reset-password-header-title">
+						{title}
+					</Typography.Title>
+					<Typography.Text className="reset-password-header-subtitle">
+						{subtitle}
+					</Typography.Text>
+				</div>
+				{error && <AuthError error={error} />}
+			</div>
+		</AuthPageContainer>
+	);
+}
+
+export default TokenError;

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

@@ -1,4 +1,3 @@
-import { Logout } from 'api/utils';
 import ROUTES from 'constants/routes';
 import history from 'lib/history';
 import { rest, server } from 'mocks-server/server';
@@ -17,10 +16,6 @@ jest.mock('lib/history', () => ({
 	},
 }));
 
-jest.mock('api/utils', () => ({
-	Logout: jest.fn(),
-}));
-
 const mockSuccessNotification = jest.fn();
 const mockErrorNotification = jest.fn();
 
@@ -70,17 +65,6 @@ describe('ResetPassword Component', () => {
 			).toBeInTheDocument();
 			expect(screen.getByText(/signoz 1\.0\.0/i)).toBeInTheDocument();
 		});
-
-		it('redirects to login when token is missing', () => {
-			window.history.pushState({}, '', '/password-reset');
-
-			render(<ResetPassword version="1.0.0" />, undefined, {
-				initialRoute: '/password-reset',
-			});
-
-			expect(Logout).toHaveBeenCalled();
-			expect(mockHistoryPush).toHaveBeenCalledWith(ROUTES.LOGIN);
-		});
 	});
 
 	describe('Form Validation', () => {

frontend/src/container/ResetPassword/index.tsx

@@ -1,11 +1,10 @@
-import { useEffect, useState } from 'react';
+import { useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { useLocation } from 'react-use';
 import { Button } from '@signozhq/ui/button';
 import { Callout } from '@signozhq/ui/callout';
 import { Form, Input as AntdInput } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
-import { Logout } from 'api/utils';
 import resetPasswordApi from 'api/v1/factor_password/resetPassword';
 import AuthError from 'components/AuthError/AuthError';
 import AuthPageContainer from 'components/AuthPageContainer';
@@ -38,13 +37,6 @@ function ResetPassword({ version }: ResetPasswordProps): JSX.Element {
 	const { notifications } = useNotifications();
 
 	const [form] = Form.useForm<FormValues>();
-	useEffect(() => {
-		if (!token) {
-			Logout();
-			history.push(ROUTES.LOGIN);
-		}
-	}, [token]);
-
 	const handleFormSubmit: () => Promise<void> = async () => {
 		try {
 			setLoading(true);

frontend/src/pages/ResetPassword/__tests__/ResetPasswordPage.test.tsx

@@ -0,0 +1,155 @@
+import { Logout } from 'api/utils';
+import ROUTES from 'constants/routes';
+import history from 'lib/history';
+import { createErrorResponse, rest, server } from 'mocks-server/server';
+import { render, screen, waitFor } from 'tests/test-utils';
+
+import ResetPassword from '../index';
+
+jest.mock('lib/history', () => ({
+	__esModule: true,
+	default: {
+		push: jest.fn(),
+		location: { search: '' },
+	},
+}));
+
+jest.mock('api/utils', () => ({
+	Logout: jest.fn().mockResolvedValue(undefined),
+}));
+
+const VERIFY_TOKEN_ENDPOINT = '*/api/v2/reset_password_tokens/verify';
+const VERSION_ENDPOINT = '*/version';
+
+const mockHistoryPush = history.push as jest.MockedFunction<
+	typeof history.push
+>;
+
+const successVerifyResponse = {
+	data: { id: 'token-id', token: 'valid-token' },
+};
+
+const successVersionResponse = {
+	version: '0.0.1',
+	ee: 'Y',
+	setupCompleted: true,
+};
+
+describe('ResetPassword Page', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+		server.use(
+			rest.get(VERSION_ENDPOINT, (_, res, ctx) =>
+				res(ctx.status(200), ctx.json(successVersionResponse)),
+			),
+		);
+	});
+
+	afterEach(() => {
+		server.resetHandlers();
+	});
+
+	describe('Token validation on page load', () => {
+		it('shows spinner then form when token is valid', async () => {
+			server.use(
+				rest.post(VERIFY_TOKEN_ENDPOINT, (_, res, ctx) =>
+					res(ctx.delay(50), ctx.status(200), ctx.json(successVerifyResponse)),
+				),
+			);
+
+			window.history.pushState({}, '', '/password-reset?token=valid-token');
+			render(<ResetPassword />, undefined, {
+				initialRoute: '/password-reset?token=valid-token',
+			});
+
+			// Loading state: spinner visible, form and error absent
+			expect(screen.getByRole('img', { name: /loading/i })).toBeInTheDocument();
+			expect(screen.queryByTestId('password')).not.toBeInTheDocument();
+			expect(
+				screen.queryByText(/reset password token is expired/i),
+			).not.toBeInTheDocument();
+
+			// After verification resolves: form is shown
+			await waitFor(() => {
+				expect(screen.getByTestId('password')).toBeInTheDocument();
+			});
+			expect(screen.getByTestId('confirmPassword')).toBeInTheDocument();
+		});
+
+		it('shows "Invalid Reset Link" when token is not found (404)', async () => {
+			server.use(
+				rest.post(
+					VERIFY_TOKEN_ENDPOINT,
+					createErrorResponse(
+						404,
+						'reset_password_token_not_found',
+						'reset password token does not exist',
+					),
+				),
+			);
+
+			window.history.pushState({}, '', '/password-reset?token=invalid-token');
+			render(<ResetPassword />, undefined, {
+				initialRoute: '/password-reset?token=invalid-token',
+			});
+
+			await waitFor(() => {
+				expect(screen.getByText(/invalid reset link/i)).toBeInTheDocument();
+			});
+
+			expect(
+				screen.getByText(/invalid or has already been used/i),
+			).toBeInTheDocument();
+			expect(
+				screen.getByText(/reset password token does not exist/i),
+			).toBeInTheDocument();
+		});
+
+		it('shows "token is expired" when token is expired (401) without redirecting to login', async () => {
+			server.use(
+				rest.post(
+					VERIFY_TOKEN_ENDPOINT,
+					createErrorResponse(
+						401,
+						'reset_password_token_expired',
+						'reset password token has expired',
+					),
+				),
+			);
+
+			window.history.pushState({}, '', '/password-reset?token=expired-token');
+			render(<ResetPassword />, undefined, {
+				initialRoute: '/password-reset?token=expired-token',
+			});
+
+			await waitFor(() => {
+				expect(
+					screen.getByText(/reset password token is expired/i),
+				).toBeInTheDocument();
+			});
+
+			expect(
+				screen.getByText(/single-use and expire after a set period/i),
+			).toBeInTheDocument();
+			expect(
+				screen.getByText(/reset password token has expired/i),
+			).toBeInTheDocument();
+			// 401 from this endpoint must NOT trigger logout/redirect
+			expect(mockHistoryPush).not.toHaveBeenCalledWith(ROUTES.LOGIN);
+			expect(Logout).not.toHaveBeenCalled();
+		});
+
+		it('redirects to login when no token is in the URL', async () => {
+			window.history.pushState({}, '', '/password-reset');
+			render(<ResetPassword />, undefined, {
+				initialRoute: '/password-reset',
+			});
+
+			await waitFor(() => {
+				expect(mockHistoryPush).toHaveBeenCalledWith(ROUTES.LOGIN);
+			});
+
+			expect(Logout).toHaveBeenCalled();
+		});
+	});
+});

frontend/src/pages/ResetPassword/index.tsx

@@ -1,8 +1,17 @@
-import { useEffect } from 'react';
+import { useEffect, useMemo } from 'react';
 import { useQuery } from 'react-query';
+import { useLocation } from 'react-use';
+import { AxiosError } from 'axios';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import getUserVersion from 'api/v1/version/get';
+import { verifyResetPasswordToken } from 'api/generated/services/users';
+import { RenderErrorResponseDTO } from 'api/generated/services/sigNoz.schemas';
+import { Logout } from 'api/utils';
 import Spinner from 'components/Spinner';
 import ResetPasswordContainer from 'container/ResetPassword';
+import TokenError from 'container/ResetPassword/TokenError';
+import ROUTES from 'constants/routes';
+import history from 'lib/history';
 import { useAppContext } from 'providers/App/App';
 import { useErrorModal } from 'providers/ErrorModalProvider';
 import APIError from 'types/api/error';
@@ -10,24 +19,65 @@ import APIError from 'types/api/error';
 function ResetPassword(): JSX.Element {
 	const { user, isLoggedIn } = useAppContext();
 	const { showErrorModal } = useErrorModal();
+	const { search } = useLocation();
+	const params = new URLSearchParams(search || '');
+	const token = params.get('token') || '';
 
-	const { data, isLoading, error } = useQuery({
+	useEffect(() => {
+		if (!token) {
+			void Logout();
+			history.push(ROUTES.LOGIN);
+		}
+	}, [token]);
+
+	const {
+		data: versionData,
+		isLoading: isVersionLoading,
+		error: versionError,
+	} = useQuery({
 		queryFn: getUserVersion,
 		queryKey: ['getUserVersion', user?.accessJwt],
 		enabled: !isLoggedIn,
 	});
 
-	useEffect(() => {
-		if (error) {
-			showErrorModal(error as APIError);
-		}
-	}, [error, showErrorModal]);
+	const {
+		isLoading: isVerifying,
+		isError: isTokenError,
+		error: tokenError,
+	} = useQuery<
+		Awaited<ReturnType<typeof verifyResetPasswordToken>>,
+		AxiosError<RenderErrorResponseDTO>
+	>({
+		queryFn: () => verifyResetPasswordToken({ token }),
+		queryKey: ['verifyResetPasswordToken', token],
+		enabled: !!token,
+		retry: false,
+	});
 
-	if (isLoading) {
+	const tokenApiError = useMemo(
+		() => convertToApiError(tokenError),
+		[tokenError],
+	);
+
+	useEffect(() => {
+		if (versionError) {
+			showErrorModal(versionError as APIError);
+		}
+	}, [versionError, showErrorModal]);
+
+	if (!token) {
 		return <Spinner tip="Loading..." />;
 	}
 
-	return <ResetPasswordContainer version={data?.data.version || ''} />;
+	if (isVersionLoading || isVerifying) {
+		return <Spinner tip="Validating your reset password token..." />;
+	}
+
+	if (isTokenError) {
+		return <TokenError error={tokenApiError} />;
+	}
+
+	return <ResetPasswordContainer version={versionData?.data.version || ''} />;
 }
 
 export default ResetPassword;

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/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/telemetrylogs/condition_builder.go

@@ -186,7 +186,7 @@ func (c *conditionBuilder) conditionFor(
 		column := columns[0]
 		if len(key.Evolutions) > 0 {
 			// we will use the corresponding column and its evolution entry for the query
-			newColumns, _, err := selectEvolutionsForColumns(columns, key.Evolutions, startNs, endNs)
+			newColumns, _, err := qbtypes.SelectEvolutionsForColumns(columns, key.Evolutions, startNs, endNs)
 			if err != nil {
 				return "", err
 			}

pkg/telemetrylogs/field_mapper.go

@@ -3,11 +3,7 @@ package telemetrylogs
 import (
 	"context"
 	"fmt"
-	"slices"
-	"sort"
-	"strconv"
 	"strings"
-	"time"
 
 	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
 	"github.com/SigNoz/signoz-otel-collector/utils"
@@ -137,113 +133,6 @@ func (m *fieldMapper) getColumn(ctx context.Context, key *telemetrytypes.Telemet
 	return nil, qbtypes.ErrColumnNotFound
 }
 
-// selectEvolutionsForColumns selects the appropriate evolution entries for each column based on the time range.
-// Logic:
-//   - Finds the latest base evolution (<= tsStartTime) across ALL columns
-//   - Rejects all evolutions before this latest base evolution
-//   - For duplicate evolutions it considers the oldest one (first in ReleaseTime)
-//   - For each column, includes its evolution if it's >= latest base evolution and <= tsEndTime
-//   - Results are sorted by ReleaseTime descending (newest first)
-func selectEvolutionsForColumns(columns []*schema.Column, evolutions []*telemetrytypes.EvolutionEntry, tsStart, tsEnd uint64) ([]*schema.Column, []*telemetrytypes.EvolutionEntry, error) {
-
-	sortedEvolutions := make([]*telemetrytypes.EvolutionEntry, len(evolutions))
-	copy(sortedEvolutions, evolutions)
-
-	// sort the evolutions by ReleaseTime ascending
-	sort.Slice(sortedEvolutions, func(i, j int) bool {
-		return sortedEvolutions[i].ReleaseTime.Before(sortedEvolutions[j].ReleaseTime)
-	})
-
-	tsStartTime := time.Unix(0, int64(tsStart))
-	tsEndTime := time.Unix(0, int64(tsEnd))
-
-	// Build evolution map: column name -> evolution
-	evolutionMap := make(map[string]*telemetrytypes.EvolutionEntry)
-	for _, evolution := range sortedEvolutions {
-		if _, exists := evolutionMap[evolution.ColumnName+":"+evolution.FieldName+":"+strconv.Itoa(int(evolution.Version))]; exists {
-			// since if there is duplicate we would just use the oldest one.
-			continue
-		}
-		evolutionMap[evolution.ColumnName+":"+evolution.FieldName+":"+strconv.Itoa(int(evolution.Version))] = evolution
-	}
-
-	// Find the latest base evolution (<= tsStartTime) across ALL columns
-	// Evolutions are sorted, so we can break early
-	var latestBaseEvolutionAcrossAll *telemetrytypes.EvolutionEntry
-	for _, evolution := range sortedEvolutions {
-		if evolution.ReleaseTime.After(tsStartTime) {
-			break
-		}
-		latestBaseEvolutionAcrossAll = evolution
-	}
-
-	// We shouldn't reach this, it basically means there is something wrong with the evolutions data
-	if latestBaseEvolutionAcrossAll == nil {
-		return nil, nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "no base evolution found for columns %v", columns)
-	}
-
-	columnLookUpMap := make(map[string]*schema.Column)
-	for _, column := range columns {
-		columnLookUpMap[column.Name] = column
-	}
-
-	// Collect column-evolution pairs
-	type colEvoPair struct {
-		column    *schema.Column
-		evolution *telemetrytypes.EvolutionEntry
-	}
-	pairs := []colEvoPair{}
-
-	for _, evolution := range evolutionMap {
-		// Reject evolutions before the latest base evolution
-		if evolution.ReleaseTime.Before(latestBaseEvolutionAcrossAll.ReleaseTime) {
-			continue
-		}
-		// skip evolutions after tsEndTime
-		if evolution.ReleaseTime.After(tsEndTime) || evolution.ReleaseTime.Equal(tsEndTime) {
-			continue
-		}
-
-		if _, exists := columnLookUpMap[evolution.ColumnName]; !exists {
-			return nil, nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "evolution column %s not found in columns %v", evolution.ColumnName, columns)
-		}
-
-		pairs = append(pairs, colEvoPair{columnLookUpMap[evolution.ColumnName], evolution})
-	}
-
-	// If no pairs found, fall back to latestBaseEvolutionAcrossAll for matching columns
-	if len(pairs) == 0 {
-		for _, column := range columns {
-			// Use latestBaseEvolutionAcrossAll if this column name matches its column name
-			if column.Name == latestBaseEvolutionAcrossAll.ColumnName {
-				pairs = append(pairs, colEvoPair{column, latestBaseEvolutionAcrossAll})
-			}
-		}
-	}
-
-	// Sort by ReleaseTime descending (newest first)
-	slices.SortFunc(pairs, func(a, b colEvoPair) int {
-		// Sort by ReleaseTime descending (newest first)
-		if a.evolution.ReleaseTime.After(b.evolution.ReleaseTime) {
-			return -1
-		}
-		if a.evolution.ReleaseTime.Before(b.evolution.ReleaseTime) {
-			return 1
-		}
-		return 0
-	})
-
-	// Extract results
-	newColumns := make([]*schema.Column, len(pairs))
-	evolutionsEntries := make([]*telemetrytypes.EvolutionEntry, len(pairs))
-	for i, pair := range pairs {
-		newColumns[i] = pair.column
-		evolutionsEntries[i] = pair.evolution
-	}
-
-	return newColumns, evolutionsEntries, nil
-}
-
 func (m *fieldMapper) FieldFor(ctx context.Context, tsStart, tsEnd uint64, key *telemetrytypes.TelemetryFieldKey) (string, error) {
 	columns, err := m.getColumn(ctx, key)
 	if err != nil {
@@ -254,7 +143,7 @@ func (m *fieldMapper) FieldFor(ctx context.Context, tsStart, tsEnd uint64, key *
 	var evolutionsEntries []*telemetrytypes.EvolutionEntry
 	if len(key.Evolutions) > 0 {
 		// we will use the corresponding column and its evolution entry for the query
-		newColumns, evolutionsEntries, err = selectEvolutionsForColumns(columns, key.Evolutions, tsStart, tsEnd)
+		newColumns, evolutionsEntries, err = qbtypes.SelectEvolutionsForColumns(columns, key.Evolutions, tsStart, tsEnd)
 		if err != nil {
 			return "", err
 		}

pkg/telemetrylogs/field_mapper_test.go

@@ -536,390 +536,6 @@ func TestFieldForWithEvolutions(t *testing.T) {
 	}
 }
 
-func TestSelectEvolutionsForColumns(t *testing.T) {
-	testCases := []struct {
-		name            string
-		columns         []*schema.Column
-		evolutions      []*telemetrytypes.EvolutionEntry
-		tsStart         uint64
-		tsEnd           uint64
-		expectedColumns []string // column names
-		expectedEvols   []string // evolution column names
-		expectedError   bool
-		errorStr        string
-	}{
-		{
-			name: "New evolutions at tsStartTime - should include latest evolution",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resource"},
-			expectedEvols:   []string{"resource"},
-		},
-		{
-			name: "New evolutions after tsStartTime but less than tsEndTime - should include both",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 2, 3, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resource", "resources_string"}, // sorted by ReleaseTime desc
-			expectedEvols:   []string{"resource", "resources_string"},
-		},
-		{
-			name: "Columns without matching evolutions - should exclude them",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],          // no evolution for this
-				logsV2Columns["attributes_string"], // no evolution for this
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resources_string"},
-			expectedEvols:   []string{"resources_string"},
-		},
-		{
-			name: "New evolutions at tsEndTime - should not include new evolution",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resources_string"},
-			expectedEvols:   []string{"resources_string"},
-		},
-		{
-			name: "New evolutions after tsEndTime - should exclude new",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resources_string"},
-			expectedEvols:   []string{"resources_string"},
-		},
-		{
-			name:    "Empty columns array",
-			columns: []*schema.Column{},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{},
-			expectedEvols:   []string{},
-			expectedError:   true,
-			errorStr:        "column resources_string not found",
-		},
-		{
-			name: "Duplicate evolutions - should use first encountered (oldest if sorted)",
-			columns: []*schema.Column{
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 1, 20, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resource"},
-			expectedEvols:   []string{"resource"}, // should use first one (older)
-		},
-		{
-			name: "Genuine Duplicate evolutions with new version- should consider both",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      0,
-					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      1,
-					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					Version:      2,
-					ReleaseTime:  time.Date(2024, 1, 20, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 1, 16, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resources_string", "resource"},
-			expectedEvols:   []string{"resources_string", "resource"}, // should use first one (older)
-		},
-		{
-			name: "Evolution exactly at tsEndTime",
-			columns: []*schema.Column{
-				logsV2Columns["resources_string"],
-				logsV2Columns["resource"],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resources_string",
-					ColumnType:   "Map(LowCardinality(String), String)",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   "resource",
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextResource,
-					FieldName:    "__all__",
-					ReleaseTime:  time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC), // exactly at tsEnd
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{"resources_string"}, // resource excluded because After(tsEnd) is true
-			expectedEvols:   []string{"resources_string"},
-		},
-		{
-			name: "Single evolution after tsStartTime - JSON body",
-			columns: []*schema.Column{
-				logsV2Columns[LogsV2BodyV2Column],
-				logsV2Columns[LogsV2BodyPromotedColumn],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   LogsV2BodyV2Column,
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextBody,
-					FieldName:    "__all__",
-					ReleaseTime:  time.Unix(0, 0),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   LogsV2BodyPromotedColumn,
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextBody,
-					FieldName:    "user.name",
-					ReleaseTime:  time.Date(2024, 2, 2, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{LogsV2BodyPromotedColumn, LogsV2BodyV2Column}, // sorted by ReleaseTime desc (newest first)
-			expectedEvols:   []string{LogsV2BodyPromotedColumn, LogsV2BodyV2Column},
-		},
-		{
-			name: "No evolution after tsStartTime - JSON body",
-			columns: []*schema.Column{
-				logsV2Columns[LogsV2BodyV2Column],
-				logsV2Columns[LogsV2BodyPromotedColumn],
-			},
-			evolutions: []*telemetrytypes.EvolutionEntry{
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   LogsV2BodyV2Column,
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextBody,
-					FieldName:    "__all__",
-					ReleaseTime:  time.Unix(0, 0),
-				},
-				{
-					Signal:       telemetrytypes.SignalLogs,
-					ColumnName:   LogsV2BodyPromotedColumn,
-					ColumnType:   "JSON()",
-					FieldContext: telemetrytypes.FieldContextBody,
-					FieldName:    "user.name",
-					ReleaseTime:  time.Date(2024, 2, 2, 0, 0, 0, 0, time.UTC),
-				},
-			},
-			tsStart:         uint64(time.Date(2024, 2, 3, 0, 0, 0, 0, time.UTC).UnixNano()),
-			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
-			expectedColumns: []string{LogsV2BodyPromotedColumn},
-			expectedEvols:   []string{LogsV2BodyPromotedColumn},
-		},
-	}
-
-	for _, tc := range testCases {
-		t.Run(tc.name, func(t *testing.T) {
-			resultColumns, resultEvols, err := selectEvolutionsForColumns(tc.columns, tc.evolutions, tc.tsStart, tc.tsEnd)
-
-			if tc.expectedError {
-				assert.Contains(t, err.Error(), tc.errorStr)
-			} else {
-				require.NoError(t, err)
-				assert.Equal(t, len(tc.expectedColumns), len(resultColumns), "column count mismatch")
-				assert.Equal(t, len(tc.expectedEvols), len(resultEvols), "evolution count mismatch")
-
-				resultColumnNames := make([]string, len(resultColumns))
-				for i, col := range resultColumns {
-					resultColumnNames[i] = col.Name
-				}
-				resultEvolNames := make([]string, len(resultEvols))
-				for i, evol := range resultEvols {
-					resultEvolNames[i] = evol.ColumnName
-				}
-
-				for i := range tc.expectedColumns {
-					assert.Equal(t, resultColumnNames[i], tc.expectedColumns[i], "expected column missing: "+tc.expectedColumns[i])
-				}
-				for i := range tc.expectedEvols {
-					assert.Equal(t, resultEvolNames[i], tc.expectedEvols[i], "expected evolution missing: "+tc.expectedEvols[i])
-				}
-				// Verify sorting: should be descending by ReleaseTime
-				for i := 0; i < len(resultEvols)-1; i++ {
-					assert.True(t, !resultEvols[i].ReleaseTime.Before(resultEvols[i+1].ReleaseTime),
-						"evolutions should be sorted descending by ReleaseTime")
-				}
-			}
-		})
-	}
-}
-
 func TestFieldForWithMaterialized(t *testing.T) {
 	ctx := context.Background()
 

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)
@@ -212,6 +229,9 @@ func TestStatementBuilderTimeSeries(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -353,6 +373,9 @@ func TestStatementBuilderListQuery(t *testing.T) {
 		DefaultFullTextColumn,
 		GetBodyJSONKey,
 		fl,
+		nil,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -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 {
@@ -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/telemetrymetadata/metadata.go

@@ -344,6 +344,11 @@ func (t *telemetryMetaStore) getTracesKeys(ctx context.Context, fieldKeySelector
 			})
 		}
 	}
+
+	if err = t.updateColumnEvolutionMetadataForKeys(ctx, keys); err != nil {
+		return nil, false, err
+	}
+
 	return keys, complete, nil
 }
 
@@ -689,7 +694,7 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors
 		}
 	}
 
-	if _, err := t.updateColumnEvolutionMetadataForKeys(ctx, keys); err != nil {
+	if err := t.updateColumnEvolutionMetadataForKeys(ctx, keys); err != nil {
 		return nil, false, err
 	}
 
@@ -2370,8 +2375,8 @@ func (k *telemetryMetaStore) fetchEvolutionEntryFromClickHouse(ctx context.Conte
 	return entries, nil
 }
 
-// Get retrieves all evolutions for the given selectors from DB.
-func (k *telemetryMetaStore) updateColumnEvolutionMetadataForKeys(ctx context.Context, keysToUpdate []*telemetrytypes.TelemetryFieldKey) (map[string][]*telemetrytypes.EvolutionEntry, error) {
+// updateColumnEvolutionMetadataForKeys updates the evolution field for keys.
+func (k *telemetryMetaStore) updateColumnEvolutionMetadataForKeys(ctx context.Context, keysToUpdate []*telemetrytypes.TelemetryFieldKey) error {
 
 	var metadataKeySelectors []*telemetrytypes.EvolutionSelector
 	for _, keySelector := range keysToUpdate {
@@ -2385,7 +2390,7 @@ func (k *telemetryMetaStore) updateColumnEvolutionMetadataForKeys(ctx context.Co
 
 	evolutions, err := k.fetchEvolutionEntryFromClickHouse(ctx, metadataKeySelectors)
 	if err != nil {
-		return nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to fetch evolution from clickhouse %s", err.Error())
+		return errors.Newf(errors.TypeInternal, errors.CodeInternal, "failed to fetch evolution from clickhouse %s", err.Error())
 	}
 
 	evolutionsByUniqueKey := make(map[string][]*telemetrytypes.EvolutionEntry)
@@ -2416,7 +2421,7 @@ func (k *telemetryMetaStore) updateColumnEvolutionMetadataForKeys(ctx context.Co
 			}
 		}
 	}
-	return evolutionsByUniqueKey, nil
+	return nil
 }
 
 // chunkSizeFirstSeenMetricMetadata limits the number of tuples per SQL query to avoid hitting the max_query_size limit.

pkg/telemetrymetadata/metadata_query_test.go

@@ -2,8 +2,12 @@ package telemetrymetadata
 
 import (
 	"context"
+	"regexp"
 	"testing"
 
+	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/telemetryaudit"
 	"github.com/SigNoz/signoz/pkg/telemetrylogs"
@@ -13,12 +17,24 @@ import (
 	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
 	"github.com/SigNoz/signoz/pkg/telemetrytraces"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	cmock "github.com/SigNoz/clickhouse-go-mock"
 	"github.com/stretchr/testify/assert"
-	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
 	"github.com/stretchr/testify/require"
 )
 
+type regexMatcher struct {
+}
+
+func (m *regexMatcher) 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 contain %s, got %s", expectedSQL, actualSQL)
+	}
+	return nil
+}
+
 func TestGetFirstSeenFromMetricMetadata(t *testing.T) {
 	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
 	mock := mockTelemetryStore.Mock()

pkg/telemetrymetadata/metadata_test.go

@@ -1,582 +0,0 @@
-package telemetrymetadata
-
-import (
-	"context"
-	"regexp"
-	"testing"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/telemetryaudit"
-	"github.com/SigNoz/signoz/pkg/telemetrylogs"
-	"github.com/SigNoz/signoz/pkg/telemetrymeter"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
-	"github.com/SigNoz/signoz/pkg/telemetrytraces"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	cmock "github.com/SigNoz/clickhouse-go-mock"
-	"github.com/stretchr/testify/assert"
-	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
-	"github.com/stretchr/testify/require"
-)
-
-func newTestTelemetryMetaStoreTestHelper(t *testing.T, store telemetrystore.TelemetryStore) telemetrytypes.MetadataStore {
-	t.Helper()
-	return NewTelemetryMetaStore(
-		instrumentationtest.New().ToProviderSettings(),
-		store,
-		telemetrytraces.DBName,
-		telemetrytraces.TagAttributesV2TableName,
-		telemetrytraces.SpanAttributesKeysTblName,
-		telemetrytraces.SpanIndexV3TableName,
-		telemetrymetrics.DBName,
-		telemetrymetrics.AttributesMetadataTableName,
-		telemetrymeter.DBName,
-		telemetrymeter.SamplesAgg1dTableName,
-		telemetrylogs.DBName,
-		telemetrylogs.LogsV2TableName,
-		telemetrylogs.TagAttributesV2TableName,
-		telemetrylogs.LogAttributeKeysTblName,
-		telemetrylogs.LogResourceKeysTblName,
-		telemetryaudit.DBName,
-		telemetryaudit.AuditLogsTableName,
-		telemetryaudit.TagAttributesTableName,
-		telemetryaudit.LogAttributeKeysTblName,
-		telemetryaudit.LogResourceKeysTblName,
-		DBName,
-		AttributesMetadataLocalTableName,
-		ColumnEvolutionMetadataTableName,
-		flaggertest.New(t),
-	)
-}
-
-type regexMatcher struct {
-}
-
-func (m *regexMatcher) 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 contain %s, got %s", expectedSQL, actualSQL)
-	}
-	return nil
-}
-
-func TestGetKeys(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	rows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "statement", Type: "String"},
-	}, [][]any{{"CREATE TABLE signoz_traces.signoz_index_v3"}})
-
-	mock.
-		ExpectSelect("SHOW CREATE TABLE signoz_traces.distributed_signoz_index_v3").
-		WillReturnRows(rows)
-
-	query := `SELECT.*`
-
-	mock.ExpectQuery(query).
-		WithArgs("%http.method%", telemetrytypes.FieldDataTypeString.TagDataType(), 11).
-		WillReturnRows(cmock.NewRows([]cmock.ColumnType{
-			{Name: "tag_key", Type: "String"},
-			{Name: "tag_type", Type: "String"},
-			{Name: "tag_data_type", Type: "String"},
-			{Name: "priority", Type: "UInt8"},
-		}, [][]any{{"http.method", "tag", "String", 1}, {"http.method", "tag", "String", 1}}))
-	keys, _, err := metadata.GetKeys(context.Background(), &telemetrytypes.FieldKeySelector{
-		Signal:        telemetrytypes.SignalTraces,
-		FieldContext:  telemetrytypes.FieldContextSpan,
-		FieldDataType: telemetrytypes.FieldDataTypeString,
-		Name:          "http.method",
-		Limit:         10,
-	})
-
-	if err != nil {
-		t.Fatalf("Failed to get keys: %v", err)
-	}
-
-	t.Logf("Keys: %v", keys)
-}
-
-func TestApplyBackwardCompatibleKeys(t *testing.T) {
-	tests := []struct {
-		name           string
-		inputKeys      []*telemetrytypes.TelemetryFieldKey
-		expectedKeys   []string
-		notExpectedKey string
-	}{
-		{
-			name: "bidirectional mapping: net.peer.name -> server.address",
-			inputKeys: []*telemetrytypes.TelemetryFieldKey{
-				{
-					Name:          "net.peer.name",
-					Signal:        telemetrytypes.SignalTraces,
-					FieldContext:  telemetrytypes.FieldContextAttribute,
-					FieldDataType: telemetrytypes.FieldDataTypeString,
-				},
-			},
-			expectedKeys: []string{"net.peer.name", "server.address"},
-		},
-		{
-			name: "bidirectional mapping: server.address -> net.peer.name",
-			inputKeys: []*telemetrytypes.TelemetryFieldKey{
-				{
-					Name:          "server.address",
-					Signal:        telemetrytypes.SignalTraces,
-					FieldContext:  telemetrytypes.FieldContextResource,
-					FieldDataType: telemetrytypes.FieldDataTypeString,
-				},
-			},
-			expectedKeys: []string{"server.address", "net.peer.name"},
-		},
-		{
-			name: "bidirectional mapping: http.url -> url.full",
-			inputKeys: []*telemetrytypes.TelemetryFieldKey{
-				{
-					Name:          "http.url",
-					Signal:        telemetrytypes.SignalTraces,
-					FieldContext:  telemetrytypes.FieldContextAttribute,
-					FieldDataType: telemetrytypes.FieldDataTypeString,
-				},
-			},
-			expectedKeys: []string{"http.url", "url.full"},
-		},
-		{
-			name: "bidirectional mapping: url.full -> http.url",
-			inputKeys: []*telemetrytypes.TelemetryFieldKey{
-				{
-					Name:          "url.full",
-					Signal:        telemetrytypes.SignalTraces,
-					FieldContext:  telemetrytypes.FieldContextAttribute,
-					FieldDataType: telemetrytypes.FieldDataTypeString,
-				},
-			},
-			expectedKeys: []string{"url.full", "http.url"},
-		},
-		{
-			name: "key without alias",
-			inputKeys: []*telemetrytypes.TelemetryFieldKey{
-				{
-					Name:          "custom.attribute",
-					Signal:        telemetrytypes.SignalTraces,
-					FieldContext:  telemetrytypes.FieldContextAttribute,
-					FieldDataType: telemetrytypes.FieldDataTypeString,
-				},
-			},
-			expectedKeys:   []string{"custom.attribute"},
-			notExpectedKey: "server.address",
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-			mock := mockTelemetryStore.Mock()
-
-			metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-			hasTraces := false
-			hasLogs := false
-			for _, key := range tt.inputKeys {
-				switch key.Signal {
-				case telemetrytypes.SignalTraces:
-					hasTraces = true
-				case telemetrytypes.SignalLogs:
-					hasLogs = true
-				}
-			}
-
-			if hasTraces {
-				mock.ExpectSelect("SHOW CREATE TABLE signoz_traces.distributed_signoz_index_v3").
-					WillReturnRows(cmock.NewRows([]cmock.ColumnType{
-						{Name: "statement", Type: "String"},
-					}, [][]any{{"CREATE TABLE signoz_traces.signoz_index_v3"}}))
-
-				var args []interface{}
-				var rows [][]any
-				for _, key := range tt.inputKeys {
-					if key.Signal == telemetrytypes.SignalTraces {
-						tagType := "tag"
-						if key.FieldContext == telemetrytypes.FieldContextResource {
-							tagType = "resource"
-						}
-						args = append(args, "%"+key.Name+"%", tagType, key.FieldDataType.TagDataType())
-						rows = append(rows, []any{key.Name, tagType, key.FieldDataType.TagDataType(), 1})
-					}
-				}
-				args = append(args, 11)
-
-				mock.ExpectQuery(`SELECT.*`).
-					WithArgs(args...).
-					WillReturnRows(cmock.NewRows([]cmock.ColumnType{
-						{Name: "tag_key", Type: "String"},
-						{Name: "tag_type", Type: "String"},
-						{Name: "tag_data_type", Type: "String"},
-						{Name: "priority", Type: "UInt8"},
-					}, rows))
-			}
-
-			if hasLogs {
-				var args []interface{}
-				var rows [][]any
-				for _, key := range tt.inputKeys {
-					if key.Signal == telemetrytypes.SignalLogs {
-						tagType := "tag"
-						if key.FieldContext == telemetrytypes.FieldContextResource {
-							tagType = "resource"
-						}
-						args = append(args, "%"+key.Name+"%", tagType, key.FieldDataType.TagDataType())
-						rows = append(rows, []any{key.Name, tagType, key.FieldDataType.TagDataType(), 1})
-					}
-				}
-				args = append(args, 11)
-
-				mock.ExpectQuery(`SELECT.*`).
-					WithArgs(args...).
-					WillReturnRows(cmock.NewRows([]cmock.ColumnType{
-						{Name: "tag_key", Type: "String"},
-						{Name: "tag_type", Type: "String"},
-						{Name: "tag_data_type", Type: "String"},
-						{Name: "priority", Type: "UInt8"},
-					}, rows))
-			}
-
-			selectors := []*telemetrytypes.FieldKeySelector{}
-			for _, key := range tt.inputKeys {
-				selectors = append(selectors, &telemetrytypes.FieldKeySelector{
-					Signal:        key.Signal,
-					FieldContext:  key.FieldContext,
-					FieldDataType: key.FieldDataType,
-					Name:          key.Name,
-					Limit:         10,
-				})
-			}
-
-			resultMap, _, err := metadata.GetKeysMulti(context.Background(), selectors)
-			require.NoError(t, err, "GetKeysMulti should not return an error")
-
-			for _, expectedKey := range tt.expectedKeys {
-				assert.Contains(t, resultMap, expectedKey, "Expected key %q to exist in result map", expectedKey)
-			}
-
-			if tt.notExpectedKey != "" {
-				assert.NotContains(t, resultMap, tt.notExpectedKey, "Did not expect key %q to exist in result map", tt.notExpectedKey)
-			}
-
-			for _, srcKey := range tt.inputKeys {
-				backwardCompatKeys := GetBackwardCompatKeysForSignal(srcKey.Signal)
-				if aliasKey, ok := backwardCompatKeys[srcKey.Name]; ok {
-					aliasExistedInInput := false
-					for _, inputKey := range tt.inputKeys {
-						if inputKey.Name == aliasKey {
-							aliasExistedInInput = true
-							break
-						}
-					}
-
-					if !aliasExistedInInput {
-						if aliasEntries, exists := resultMap[aliasKey]; exists && len(aliasEntries) > 0 {
-							aliasEntry := aliasEntries[0]
-							assert.Equal(t, srcKey.Signal, aliasEntry.Signal, "Alias %q should have same signal", aliasKey)
-							assert.Equal(t, srcKey.FieldContext, aliasEntry.FieldContext, "Alias %q should have same field context", aliasKey)
-							assert.Equal(t, srcKey.FieldDataType, aliasEntry.FieldDataType, "Alias %q should have same field data type", aliasKey)
-						}
-					}
-				}
-			}
-
-			require.NoError(t, mock.ExpectationsWereMet(), "All SQL expectations should be met")
-		})
-	}
-}
-
-func TestEnrichWithIntrinsicMetricKeys(t *testing.T) {
-	result := enrichWithIntrinsicMetricKeys(
-		map[string][]*telemetrytypes.TelemetryFieldKey{},
-		[]*telemetrytypes.FieldKeySelector{
-			{
-				Signal:            telemetrytypes.SignalMetrics,
-				Name:              "metric",
-				SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			},
-		},
-	)
-
-	require.Contains(t, result, "metric_name")
-	assert.Equal(t, telemetrytypes.FieldContextMetric, result["metric_name"][0].FieldContext)
-
-	result = enrichWithIntrinsicMetricKeys(
-		map[string][]*telemetrytypes.TelemetryFieldKey{},
-		[]*telemetrytypes.FieldKeySelector{
-			{
-				Signal:            telemetrytypes.SignalMetrics,
-				Name:              "metric",
-				FieldContext:      telemetrytypes.FieldContextAttribute,
-				SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			},
-		},
-	)
-	assert.NotContains(t, result, "metric_name")
-
-	result = enrichWithIntrinsicMetricKeys(
-		map[string][]*telemetrytypes.TelemetryFieldKey{},
-		[]*telemetrytypes.FieldKeySelector{
-			{
-				Signal: telemetrytypes.SignalMetrics,
-				MetricContext: &telemetrytypes.MetricContext{
-					MetricNamespace: "system.cpu",
-				},
-				SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			},
-		},
-	)
-	assert.NotContains(t, result, "metric_name")
-}
-
-func TestGetMetricFieldValuesIntrinsicMetricName(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	valueRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "metric_name", Type: "String"},
-	}, [][]any{{"metric.a"}, {"metric.b"}})
-
-	query := `SELECT .*metric_name.*` + telemetrymetrics.TimeseriesV41weekTableName + `.*GROUP BY.*metric_name`
-
-	mock.ExpectQuery(query).
-		WithArgs(51).
-		WillReturnRows(valueRows)
-
-	metadataRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr_string_value", Type: "String"},
-	}, [][]any{})
-
-	mock.ExpectQuery(regexp.QuoteMeta("SELECT DISTINCT attr_string_value FROM signoz_metrics.distributed_metadata WHERE attr_name = ? LIMIT ?")).
-		WithArgs("metric_name", 49).
-		WillReturnRows(metadataRows)
-
-	values, complete, err := metadata.(*telemetryMetaStore).getMetricFieldValues(context.Background(), &telemetrytypes.FieldValueSelector{
-		FieldKeySelector: &telemetrytypes.FieldKeySelector{
-			Signal:            telemetrytypes.SignalMetrics,
-			Name:              "metric_name",
-			Limit:             50,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-		},
-		Limit: 50,
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.ElementsMatch(t, []string{"metric.a", "metric.b"}, values.StringValues)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMetricFieldValuesIntrinsicBoolReturnsEmpty(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	metadataRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr_string_value", Type: "String"},
-	}, [][]any{})
-
-	mock.ExpectQuery(regexp.QuoteMeta("SELECT DISTINCT attr_string_value FROM signoz_metrics.distributed_metadata WHERE attr_name = ? AND attr_datatype = ? AND attr_string_value = ? LIMIT ?")).
-		WithArgs("is_monotonic", telemetrytypes.FieldDataTypeBool.TagDataType(), "true", 11).
-		WillReturnRows(metadataRows)
-
-	values, complete, err := metadata.(*telemetryMetaStore).getMetricFieldValues(context.Background(), &telemetrytypes.FieldValueSelector{
-		FieldKeySelector: &telemetrytypes.FieldKeySelector{
-			Signal:            telemetrytypes.SignalMetrics,
-			Name:              "is_monotonic",
-			FieldDataType:     telemetrytypes.FieldDataTypeBool,
-			Limit:             10,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact,
-		},
-		Value: "true",
-		Limit: 10,
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.Empty(t, values.StringValues)
-	assert.Empty(t, values.BoolValues)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMetricFieldValuesAppliesMetricNamespace(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	valueRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr_string_value", Type: "String"},
-	}, [][]any{{"value.a"}})
-
-	mock.ExpectQuery(regexp.QuoteMeta("SELECT DISTINCT attr_string_value FROM signoz_metrics.distributed_metadata WHERE attr_name = ? AND metric_name LIKE ? LIMIT ?")).
-		WithArgs("custom_key", "system.cpu%", 11).
-		WillReturnRows(valueRows)
-
-	values, complete, err := metadata.(*telemetryMetaStore).getMetricFieldValues(context.Background(), &telemetrytypes.FieldValueSelector{
-		FieldKeySelector: &telemetrytypes.FieldKeySelector{
-			Signal:            telemetrytypes.SignalMetrics,
-			Name:              "custom_key",
-			Limit:             10,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			MetricContext: &telemetrytypes.MetricContext{
-				MetricNamespace: "system.cpu",
-			},
-		},
-		Limit: 10,
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.ElementsMatch(t, []string{"value.a"}, values.StringValues)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMetricFieldValuesIntrinsicMetricNameAppliesMetricNamespace(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	valueRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "metric_name", Type: "String"},
-	}, [][]any{{"system.cpu.utilization"}})
-
-	mock.ExpectQuery(regexp.QuoteMeta("SELECT metric_name FROM signoz_metrics.distributed_time_series_v4_1week WHERE metric_name LIKE ? GROUP BY metric_name LIMIT ?")).
-		WithArgs("system.cpu%", 51).
-		WillReturnRows(valueRows)
-
-	metadataRows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr_string_value", Type: "String"},
-	}, [][]any{})
-
-	mock.ExpectQuery(regexp.QuoteMeta("SELECT DISTINCT attr_string_value FROM signoz_metrics.distributed_metadata WHERE attr_name = ? AND metric_name LIKE ? LIMIT ?")).
-		WithArgs("metric_name", "system.cpu%", 50).
-		WillReturnRows(metadataRows)
-
-	values, complete, err := metadata.(*telemetryMetaStore).getMetricFieldValues(context.Background(), &telemetrytypes.FieldValueSelector{
-		FieldKeySelector: &telemetrytypes.FieldKeySelector{
-			Signal:            telemetrytypes.SignalMetrics,
-			Name:              "metric_name",
-			Limit:             50,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			MetricContext: &telemetrytypes.MetricContext{
-				MetricNamespace: "system.cpu",
-			},
-		},
-		Limit: 50,
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.ElementsMatch(t, []string{"system.cpu.utilization"}, values.StringValues)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMeterSourceMetricFieldValuesAppliesMetricNamespace(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	rows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr", Type: "Array(String)"},
-	}, [][]any{{[]string{"service.name", "frontend"}}})
-
-	mock.ExpectQuery(`SELECT .*distributed_samples_agg_1d.*metric_name LIKE .*`).
-		WithArgs("service.name", "\\_\\_%", "system.cpu%", "", 11).
-		WillReturnRows(rows)
-
-	values, complete, err := metadata.(*telemetryMetaStore).getMeterSourceMetricFieldValues(context.Background(), &telemetrytypes.FieldValueSelector{
-		FieldKeySelector: &telemetrytypes.FieldKeySelector{
-			Signal: telemetrytypes.SignalMetrics,
-			Source: telemetrytypes.SourceMeter,
-			Name:   "service.name",
-			MetricContext: &telemetrytypes.MetricContext{
-				MetricNamespace: "system.cpu",
-			},
-		},
-		Limit: 10,
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.ElementsMatch(t, []string{"frontend"}, values.StringValues)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMetricsKeysAppliesMetricNamespace(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	rows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "name", Type: "String"},
-		{Name: "field_context", Type: "String"},
-		{Name: "field_data_type", Type: "String"},
-		{Name: "priority", Type: "UInt8"},
-	}, [][]any{{"service.name", "resource", "String", 1}})
-
-	mock.ExpectQuery(`(?s)SELECT.*distributed_metadata.*metric_name LIKE.*`).
-		WithArgs("%service%", "\\_\\_%", "system.cpu%", 11).
-		WillReturnRows(rows)
-
-	keys, complete, err := metadata.(*telemetryMetaStore).getMetricsKeys(context.Background(), []*telemetrytypes.FieldKeySelector{
-		{
-			Signal:            telemetrytypes.SignalMetrics,
-			Name:              "service",
-			Limit:             10,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			MetricContext: &telemetrytypes.MetricContext{
-				MetricNamespace: "system.cpu",
-			},
-		},
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.Len(t, keys, 1)
-	assert.Equal(t, "service.name", keys[0].Name)
-	require.NoError(t, mock.ExpectationsWereMet())
-}
-
-func TestGetMeterSourceMetricKeysAppliesMetricNamespace(t *testing.T) {
-	mockTelemetryStore := telemetrystoretest.New(telemetrystore.Config{}, &regexMatcher{})
-	mock := mockTelemetryStore.Mock()
-
-	metadata := newTestTelemetryMetaStoreTestHelper(t, mockTelemetryStore)
-
-	rows := cmock.NewRows([]cmock.ColumnType{
-		{Name: "attr_name", Type: "String"},
-	}, [][]any{{"service.name"}})
-
-	mock.ExpectQuery(`SELECT.*distributed_samples_agg_1d.*metric_name LIKE.*`).
-		WithArgs("%service%", "\\_\\_%", "system.cpu%", 10).
-		WillReturnRows(rows)
-
-	keys, complete, err := metadata.(*telemetryMetaStore).getMeterSourceMetricKeys(context.Background(), []*telemetrytypes.FieldKeySelector{
-		{
-			Signal:            telemetrytypes.SignalMetrics,
-			Source:            telemetrytypes.SourceMeter,
-			Name:              "service",
-			Limit:             10,
-			SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
-			MetricContext: &telemetrytypes.MetricContext{
-				MetricNamespace: "system.cpu",
-			},
-		},
-	})
-	require.NoError(t, err)
-	assert.True(t, complete)
-	assert.Len(t, keys, 1)
-	assert.Equal(t, "service.name", keys[0].Name)
-	require.NoError(t, mock.ExpectationsWereMet())
-}

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

@@ -127,6 +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/telemetrytraces/condition_builder.go

@@ -161,7 +161,33 @@ func (c *conditionBuilder) conditionFor(
 	case qbtypes.FilterOperatorExists, qbtypes.FilterOperatorNotExists:
 
 		var value any
-		switch columns[0].Type.GetType() {
+		column := columns[0]
+		if len(key.Evolutions) > 0 {
+			// we will use the corresponding column and its evolution entry for the query
+			newColumns, _, err := qbtypes.SelectEvolutionsForColumns(columns, key.Evolutions, startNs, endNs)
+			if err != nil {
+				return "", err
+			}
+
+			if len(newColumns) == 0 {
+				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "no valid evolution found for field %s in the given time range", key.Name)
+			}
+
+			// Multiple columns means fieldExpression is a multiIf returning NULL when none match,
+			// so a simple null check is sufficient.
+			if len(newColumns) > 1 {
+				if operator == qbtypes.FilterOperatorExists {
+					return sb.IsNotNull(fieldExpression), nil
+				} else {
+					return sb.IsNull(fieldExpression), nil
+				}
+			}
+
+			// otherwise we have to find the correct exist operator based on the column type
+			column = newColumns[0]
+		}
+
+		switch column.Type.GetType() {
 		case schema.ColumnTypeEnumJSON:
 			if operator == qbtypes.FilterOperatorExists {
 				return sb.IsNotNull(fieldExpression), nil
@@ -178,7 +204,7 @@ func (c *conditionBuilder) conditionFor(
 				return sb.E(fieldExpression, value), nil
 			}
 		case schema.ColumnTypeEnumLowCardinality:
-			switch elementType := columns[0].Type.(schema.LowCardinalityColumnType).ElementType; elementType.GetType() {
+			switch elementType := column.Type.(schema.LowCardinalityColumnType).ElementType; elementType.GetType() {
 			case schema.ColumnTypeEnumString:
 				value = ""
 				if operator == qbtypes.FilterOperatorExists {
@@ -202,14 +228,14 @@ func (c *conditionBuilder) conditionFor(
 				return sb.E(fieldExpression, value), nil
 			}
 		case schema.ColumnTypeEnumMap:
-			keyType := columns[0].Type.(schema.MapColumnType).KeyType
+			keyType := column.Type.(schema.MapColumnType).KeyType
 			if _, ok := keyType.(schema.LowCardinalityColumnType); !ok {
-				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "key type %s is not supported for map column type %s", keyType, columns[0].Type)
+				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "key type %s is not supported for map column type %s", keyType, column.Type)
 			}
 
-			switch valueType := columns[0].Type.(schema.MapColumnType).ValueType; valueType.GetType() {
+			switch valueType := column.Type.(schema.MapColumnType).ValueType; valueType.GetType() {
 			case schema.ColumnTypeEnumString, schema.ColumnTypeEnumBool, schema.ColumnTypeEnumFloat64:
-				leftOperand := fmt.Sprintf("mapContains(%s, '%s')", columns[0].Name, key.Name)
+				leftOperand := fmt.Sprintf("mapContains(%s, '%s')", column.Name, key.Name)
 				if key.Materialized {
 					leftOperand = telemetrytypes.FieldKeyToMaterializedColumnNameForExists(key)
 				}
@@ -222,7 +248,7 @@ func (c *conditionBuilder) conditionFor(
 				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "exists operator is not supported for map column type %s", valueType)
 			}
 		default:
-			return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "exists operator is not supported for column type %s", columns[0].Type)
+			return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "exists operator is not supported for column type %s", column.Type)
 		}
 	}
 	return "", nil

pkg/telemetrytraces/condition_builder_test.go

@@ -3,6 +3,7 @@ package telemetrytraces
 import (
 	"context"
 	"testing"
+	"time"
 
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -14,6 +15,7 @@ import (
 func TestConditionFor(t *testing.T) {
 	ctx := context.Background()
 
+	mockEvolution := mockEvolutionData(time.Date(2025, 10, 26, 0, 10, 0, 0, time.UTC))
 	testCases := []struct {
 		name          string
 		key           telemetrytypes.TelemetryFieldKey
@@ -213,6 +215,7 @@ func TestConditionFor(t *testing.T) {
 				Name:          "service.name",
 				FieldContext:  telemetrytypes.FieldContextResource,
 				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    mockEvolution,
 			},
 			operator:      qbtypes.FilterOperatorExists,
 			value:         nil,
@@ -225,6 +228,7 @@ func TestConditionFor(t *testing.T) {
 				Name:          "service.name",
 				FieldContext:  telemetrytypes.FieldContextResource,
 				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    mockEvolution,
 			},
 			operator:      qbtypes.FilterOperatorNotExists,
 			value:         nil,
@@ -302,3 +306,85 @@ func TestConditionFor(t *testing.T) {
 		})
 	}
 }
+
+func TestConditionForResourceWithEvolution(t *testing.T) {
+	ctx := context.Background()
+	releaseTime := time.Date(2025, 1, 1, 0, 0, 0, 0, time.UTC)
+	evolutions := mockEvolutionData(releaseTime)
+
+	testCases := []struct {
+		name        string
+		key         telemetrytypes.TelemetryFieldKey
+		operator    qbtypes.FilterOperator
+		tsStart     uint64
+		tsEnd       uint64
+		expectedSQL string
+	}{
+		{
+			name: "Exists - window after release - JSON only",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "service.name",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    evolutions,
+			},
+			operator:    qbtypes.FilterOperatorExists,
+			tsStart:     uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:       uint64(time.Date(2025, 7, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedSQL: "WHERE resource.`service.name`::String IS NOT NULL",
+		},
+		{
+			name: "NotExists - window after release - JSON only",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "service.name",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    evolutions,
+			},
+			operator:    qbtypes.FilterOperatorNotExists,
+			tsStart:     uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:       uint64(time.Date(2025, 7, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedSQL: "WHERE resource.`service.name`::String IS NULL",
+		},
+		{
+			name: "Exists - window before release - map only",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "service.name",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    evolutions,
+			},
+			operator:    qbtypes.FilterOperatorExists,
+			tsStart:     uint64(time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:       uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedSQL: "WHERE mapContains(resources_string, 'service.name') = ?",
+		},
+		{
+			name: "Exists - window straddles release - multiIf null check",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "service.name",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Evolutions:    evolutions,
+			},
+			operator:    qbtypes.FilterOperatorExists,
+			tsStart:     uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:       uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedSQL: "WHERE multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL) IS NOT NULL",
+		},
+	}
+
+	fm := NewFieldMapper()
+	conditionBuilder := NewConditionBuilder(fm)
+
+	for _, tc := range testCases {
+		sb := sqlbuilder.NewSelectBuilder()
+		t.Run(tc.name, func(t *testing.T) {
+			cond, err := conditionBuilder.ConditionFor(ctx, tc.tsStart, tc.tsEnd, &tc.key, tc.operator, nil, sb)
+			require.NoError(t, err)
+			sb.Where(cond)
+			sql, _ := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+			assert.Contains(t, sql, tc.expectedSQL)
+		})
+	}
+}

pkg/telemetrytraces/const.go

@@ -1,6 +1,8 @@
 package telemetrytraces
 
-import "github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+import (
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+)
 
 var (
 	IntrinsicFields = map[string]telemetrytypes.TelemetryFieldKey{

pkg/telemetrytraces/field_mapper.go

@@ -174,7 +174,7 @@ func (m *defaultFieldMapper) getColumn(
 ) ([]*schema.Column, error) {
 	switch key.FieldContext {
 	case telemetrytypes.FieldContextResource:
-		return []*schema.Column{indexV3Columns["resource"]}, nil
+		return []*schema.Column{indexV3Columns["resources_string"], indexV3Columns["resource"]}, nil
 	case telemetrytypes.FieldContextScope:
 		return []*schema.Column{}, qbtypes.ErrColumnNotFound
 	case telemetrytypes.FieldContextAttribute:
@@ -254,63 +254,92 @@ func (m *defaultFieldMapper) FieldFor(
 	if err != nil {
 		return "", err
 	}
-	if len(columns) != 1 {
-		return "", errors.Newf(errors.TypeInternal, errors.CodeInternal, "expected exactly 1 column, got %d", len(columns))
+
+	var newColumns []*schema.Column
+	var evolutionsEntries []*telemetrytypes.EvolutionEntry
+	if len(key.Evolutions) > 0 {
+		// we will use the corresponding column and its evolution entry for the query
+		newColumns, evolutionsEntries, err = qbtypes.SelectEvolutionsForColumns(columns, key.Evolutions, startNs, endNs)
+		if err != nil {
+			return "", err
+		}
+	} else {
+		newColumns = columns
 	}
-	column := columns[0]
 
-	switch column.Type.GetType() {
-	case schema.ColumnTypeEnumJSON:
-		// json is only supported for resource context as of now
-		if key.FieldContext != telemetrytypes.FieldContextResource {
-			return "", errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "only resource context fields are supported for json columns, got %s", key.FieldContext.String)
-		}
-		oldColumn := indexV3Columns["resources_string"]
-		oldKeyName := fmt.Sprintf("%s['%s']", oldColumn.Name, key.Name)
-		// have to add ::string as clickHouse throws an error :- data types Variant/Dynamic are not allowed in GROUP BY
-		// once clickHouse dependency is updated, we need to check if we can remove it.
-		if key.Materialized {
-			oldKeyName = telemetrytypes.FieldKeyToMaterializedColumnName(key)
-			oldKeyNameExists := telemetrytypes.FieldKeyToMaterializedColumnNameForExists(key)
-			return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, %s==true, %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldKeyNameExists, oldKeyName), nil
-		} else {
-			return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, mapContains(%s, '%s'), %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldColumn.Name, key.Name, oldKeyName), nil
-		}
-	case schema.ColumnTypeEnumString,
-		schema.ColumnTypeEnumUInt64,
-		schema.ColumnTypeEnumUInt32,
-		schema.ColumnTypeEnumInt8,
-		schema.ColumnTypeEnumInt16,
-		schema.ColumnTypeEnumBool,
-		schema.ColumnTypeEnumDateTime64,
-		schema.ColumnTypeEnumFixedString:
-		return column.Name, nil
-	case schema.ColumnTypeEnumLowCardinality:
-		switch elementType := column.Type.(schema.LowCardinalityColumnType).ElementType; elementType.GetType() {
-		case schema.ColumnTypeEnumString:
-			return column.Name, nil
-		default:
-			return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "value type %s is not supported for low cardinality column type %s", elementType, column.Type)
-		}
-	case schema.ColumnTypeEnumMap:
-		keyType := column.Type.(schema.MapColumnType).KeyType
-		if _, ok := keyType.(schema.LowCardinalityColumnType); !ok {
-			return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "key type %s is not supported for map column type %s", keyType, column.Type)
+	exprs := []string{}
+	existExpr := []string{}
+	for i, column := range newColumns {
+		// Use evolution column name if available, otherwise use the column name
+		columnName := column.Name
+		if evolutionsEntries != nil && evolutionsEntries[i] != nil {
+			columnName = evolutionsEntries[i].ColumnName
 		}
 
-		switch valueType := column.Type.(schema.MapColumnType).ValueType; valueType.GetType() {
-		case schema.ColumnTypeEnumString, schema.ColumnTypeEnumFloat64, schema.ColumnTypeEnumBool:
-			// a key could have been materialized, if so return the materialized column name
-			if key.Materialized {
-				return telemetrytypes.FieldKeyToMaterializedColumnName(key), nil
+		switch column.Type.GetType() {
+		case schema.ColumnTypeEnumJSON:
+			// json is only supported for resource context as of now
+			if key.FieldContext != telemetrytypes.FieldContextResource {
+				return "", errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "only resource context fields are supported for json columns, got %s", key.FieldContext.String)
+			}
+			// have to add ::string as clickHouse throws an error :- data types Variant/Dynamic are not allowed in GROUP BY
+			// once clickHouse dependency is updated, we need to check if we can remove it.
+			exprs = append(exprs, fmt.Sprintf("%s.`%s`::String", columnName, key.Name))
+			existExpr = append(existExpr, fmt.Sprintf("%s.`%s` IS NOT NULL", columnName, key.Name))
+		case schema.ColumnTypeEnumString,
+			schema.ColumnTypeEnumUInt64,
+			schema.ColumnTypeEnumUInt32,
+			schema.ColumnTypeEnumInt8,
+			schema.ColumnTypeEnumInt16,
+			schema.ColumnTypeEnumBool,
+			schema.ColumnTypeEnumDateTime64,
+			schema.ColumnTypeEnumFixedString:
+			exprs = append(exprs, column.Name)
+		case schema.ColumnTypeEnumLowCardinality:
+			switch elementType := column.Type.(schema.LowCardinalityColumnType).ElementType; elementType.GetType() {
+			case schema.ColumnTypeEnumString:
+				exprs = append(exprs, column.Name)
+			default:
+				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "value type %s is not supported for low cardinality column type %s", elementType, column.Type)
+			}
+		case schema.ColumnTypeEnumMap:
+			keyType := column.Type.(schema.MapColumnType).KeyType
+			if _, ok := keyType.(schema.LowCardinalityColumnType); !ok {
+				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "key type %s is not supported for map column type %s", keyType, column.Type)
+			}
+
+			switch valueType := column.Type.(schema.MapColumnType).ValueType; valueType.GetType() {
+			case schema.ColumnTypeEnumString, schema.ColumnTypeEnumFloat64, schema.ColumnTypeEnumBool:
+				// a key could have been materialized, if so return the materialized column name
+				if key.Materialized {
+					exprs = append(exprs, telemetrytypes.FieldKeyToMaterializedColumnName(key))
+					existExpr = append(existExpr, fmt.Sprintf("%s==true", telemetrytypes.FieldKeyToMaterializedColumnNameForExists(key)))
+				} else {
+					exprs = append(exprs, fmt.Sprintf("%s['%s']", columnName, key.Name))
+					existExpr = append(existExpr, fmt.Sprintf("mapContains(%s, '%s')", columnName, key.Name))
+				}
+			default:
+				return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "value type %s is not supported for map column type %s", valueType, column.Type)
 			}
-			return fmt.Sprintf("%s['%s']", column.Name, key.Name), nil
-		default:
-			return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "value type %s is not supported for map column type %s", valueType, column.Type)
 		}
 	}
+
+	if len(exprs) == 1 {
+		return exprs[0], nil
+	} else if len(exprs) > 1 {
+		// Ensure existExpr has the same length as exprs
+		if len(existExpr) != len(exprs) {
+			return "", errors.New(errors.TypeInternal, errors.CodeInternal, "length of exist exprs doesn't match to that of exprs")
+		}
+		finalExprs := []string{}
+		for i, expr := range exprs {
+			finalExprs = append(finalExprs, fmt.Sprintf("%s, %s", existExpr[i], expr))
+		}
+		return "multiIf(" + strings.Join(finalExprs, ", ") + ", NULL)", nil
+	}
+
 	// should not reach here
-	return column.Name, nil
+	return columns[0].Name, nil
 }
 
 // ColumnExpressionFor returns the column expression for the given field

pkg/telemetrytraces/field_mapper_test.go

@@ -3,6 +3,7 @@ package telemetrytraces
 import (
 	"context"
 	"testing"
+	"time"
 
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
@@ -13,6 +14,7 @@ import (
 func TestGetFieldKeyName(t *testing.T) {
 	ctx := context.Background()
 
+	mockEvolution := mockEvolutionData(time.Date(2024, 6, 2, 0, 0, 0, 0, time.UTC))
 	testCases := []struct {
 		name           string
 		key            telemetrytypes.TelemetryFieldKey
@@ -63,6 +65,7 @@ func TestGetFieldKeyName(t *testing.T) {
 			key: telemetrytypes.TelemetryFieldKey{
 				Name:         "service.name",
 				FieldContext: telemetrytypes.FieldContextResource,
+				Evolutions:   mockEvolution,
 			},
 			expectedResult: "multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL)",
 			expectedError:  nil,
@@ -74,6 +77,7 @@ func TestGetFieldKeyName(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextResource,
 				FieldDataType: telemetrytypes.FieldDataTypeString,
 				Materialized:  true,
+				Evolutions:    mockEvolution,
 			},
 			expectedResult: "multiIf(resource.`deployment.environment` IS NOT NULL, resource.`deployment.environment`::String, `resource_string_deployment$$environment_exists`==true, `resource_string_deployment$$environment`, NULL)",
 			expectedError:  nil,
@@ -92,7 +96,7 @@ func TestGetFieldKeyName(t *testing.T) {
 	for _, tc := range testCases {
 		t.Run(tc.name, func(t *testing.T) {
 			fm := NewFieldMapper()
-			result, err := fm.FieldFor(ctx, 0, 0, &tc.key)
+			result, err := fm.FieldFor(ctx, uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()), uint64(time.Date(2024, 6, 5, 0, 0, 0, 0, time.UTC).UnixNano()), &tc.key)
 
 			if tc.expectedError != nil {
 				assert.Equal(t, tc.expectedError, err)
@@ -103,3 +107,86 @@ func TestGetFieldKeyName(t *testing.T) {
 		})
 	}
 }
+
+func TestFieldForResourceWithEvolution(t *testing.T) {
+	ctx := context.Background()
+	releaseTime := time.Date(2025, 1, 1, 0, 0, 0, 0, time.UTC)
+	evolutions := mockEvolutionData(releaseTime)
+
+	testCases := []struct {
+		name           string
+		key            telemetrytypes.TelemetryFieldKey
+		tsStart        uint64
+		tsEnd          uint64
+		expectedResult string
+	}{
+		{
+			name: "Window straddles release - both columns",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:         "service.name",
+				FieldContext: telemetrytypes.FieldContextResource,
+				Evolutions:   evolutions,
+			},
+			tsStart:        uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:          uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedResult: "multiIf(resource.`service.name` IS NOT NULL, resource.`service.name`::String, mapContains(resources_string, 'service.name'), resources_string['service.name'], NULL)",
+		},
+		{
+			name: "Window fully after release - JSON column only",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:         "service.name",
+				FieldContext: telemetrytypes.FieldContextResource,
+				Evolutions:   evolutions,
+			},
+			tsStart:        uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:          uint64(time.Date(2025, 7, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedResult: "resource.`service.name`::String",
+		},
+		{
+			name: "Window fully before release - map column only",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:         "service.name",
+				FieldContext: telemetrytypes.FieldContextResource,
+				Evolutions:   evolutions,
+			},
+			tsStart:        uint64(time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:          uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedResult: "resources_string['service.name']",
+		},
+		{
+			name: "Window fully after release - materialized resource",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "deployment.environment",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Materialized:  true,
+				Evolutions:    evolutions,
+			},
+			tsStart:        uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:          uint64(time.Date(2025, 7, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedResult: "resource.`deployment.environment`::String",
+		},
+		{
+			name: "Window straddles release - materialized resource",
+			key: telemetrytypes.TelemetryFieldKey{
+				Name:          "deployment.environment",
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Materialized:  true,
+				Evolutions:    evolutions,
+			},
+			tsStart:        uint64(time.Date(2024, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:          uint64(time.Date(2025, 6, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedResult: "multiIf(resource.`deployment.environment` IS NOT NULL, resource.`deployment.environment`::String, `resource_string_deployment$$environment_exists`==true, `resource_string_deployment$$environment`, NULL)",
+		},
+	}
+
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			fm := NewFieldMapper()
+			result, err := fm.FieldFor(ctx, tc.tsStart, tc.tsEnd, &tc.key)
+			require.NoError(t, err)
+			assert.Equal(t, tc.expectedResult, result)
+		})
+	}
+}

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,
 	}
 }
 
@@ -82,13 +86,6 @@ func (b *traceQueryStatementBuilder) Build(
 	start = querybuilder.ToNanoSecs(start)
 	end = querybuilder.ToNanoSecs(end)
 
-	keySelectors := getKeySelectors(query)
-
-	keys, _, err := b.metadataStore.GetKeysMulti(ctx, keySelectors)
-	if err != nil {
-		return nil, err
-	}
-
 	/*
 		Adding a tech debt note here:
 		This piece of code is a hot fix and should be removed once we close issue: engineering-pod/issues/3622
@@ -124,6 +121,15 @@ func (b *traceQueryStatementBuilder) Build(
 		-------------------------------- End of tech debt ----------------------------
 	*/
 
+	// We modify SelectFields above (injecting default fields), and those default
+	// fields can carry keys that need evolutions, so fetch keys after that.
+	keySelectors := getKeySelectors(query)
+
+	keys, _, err := b.metadataStore.GetKeysMulti(ctx, keySelectors)
+	if err != nil {
+		return nil, err
+	}
+
 	for _, action := range adjustTraceKeys(keys, &query, requestType) {
 		// TODO: change to debug level once we are confident about the behavior
 		b.logger.InfoContext(ctx, "key adjustment action", slog.String("action", action))
@@ -306,9 +312,11 @@ 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)
 	}
@@ -326,7 +334,7 @@ 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
 	}
@@ -387,15 +395,17 @@ 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
 	}
@@ -496,9 +506,11 @@ 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)
 	}
@@ -539,7 +551,7 @@ 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
 	}
@@ -648,9 +660,11 @@ 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)
 	}
@@ -692,7 +706,7 @@ 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
 	}
@@ -755,6 +769,7 @@ 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
@@ -768,7 +783,7 @@ func (b *traceQueryStatementBuilder) addFilterCondition(
 			FieldMapper:        b.fm,
 			ConditionBuilder:   b.cb,
 			FieldKeys:          keys,
-			SkipResourceFilter: true,
+			SkipResourceFilter: skipResourceFilter,
 			Variables:          variables,
 			StartNs:            start,
 			EndNs:              end,
@@ -809,34 +824,30 @@ 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

@@ -2,20 +2,40 @@ 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) {
+	// releaseTime is chosen so it lands inside the standard [1747947419000, 1747983448000]ms
+	// test window, keeping the multiIf SQL form for resource fields.
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name        string
 		requestType qbtypes.RequestType
@@ -355,7 +375,7 @@ func TestStatementBuilder(t *testing.T) {
 	fm := NewFieldMapper()
 	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 	fl := flaggertest.New(t)
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
 
@@ -367,6 +387,8 @@ func TestStatementBuilder(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	vars := map[string]qbtypes.VariableItem{
@@ -394,6 +416,7 @@ func TestStatementBuilder(t *testing.T) {
 }
 
 func TestStatementBuilderListQuery(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name        string
 		requestType qbtypes.RequestType
@@ -650,7 +673,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 	fm := NewFieldMapper()
 	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 	fl := flaggertest.New(t)
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
 
@@ -662,6 +685,8 @@ func TestStatementBuilderListQuery(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -683,6 +708,7 @@ func TestStatementBuilderListQuery(t *testing.T) {
 }
 
 func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name        string
 		requestType qbtypes.RequestType
@@ -703,6 +729,15 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 						FieldDataType: telemetrytypes.FieldDataTypeString,
 					},
 				},
+				"service.name": {
+					{
+						Name:          "service.name",
+						Signal:        telemetrytypes.SignalTraces,
+						FieldContext:  telemetrytypes.FieldContextResource,
+						FieldDataType: telemetrytypes.FieldDataTypeString,
+						Evolutions:    mockEvolutionData(time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)),
+					},
+				},
 			},
 			query: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
 				Signal:       telemetrytypes.SignalTraces,
@@ -728,6 +763,15 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 						FieldDataType: telemetrytypes.FieldDataTypeString,
 					},
 				},
+				"service.name": {
+					{
+						Name:          "service.name",
+						Signal:        telemetrytypes.SignalTraces,
+						FieldContext:  telemetrytypes.FieldContextResource,
+						FieldDataType: telemetrytypes.FieldDataTypeString,
+						Evolutions:    mockEvolutionData(time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)),
+					},
+				},
 			},
 			query: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
 				Signal:       telemetrytypes.SignalTraces,
@@ -758,7 +802,7 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 			mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 			mockMetadataStore.KeysMap = c.keysMap
 			if mockMetadataStore.KeysMap == nil {
-				mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+				mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 			}
 			fl := flaggertest.New(t)
 			aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
@@ -771,6 +815,8 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 				aggExprRewriter,
 				nil,
 				fl,
+				false,
+				100000,
 			)
 
 			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
@@ -788,7 +834,92 @@ func TestStatementBuilderListQueryWithCorruptData(t *testing.T) {
 	}
 }
 
+func TestStatementBuilderGroupByResourceEvolution(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
+
+	cases := []struct {
+		name     string
+		startMs  uint64
+		endMs    uint64
+		expected qbtypes.Statement
+	}{
+		{
+			name:    "window straddles release - both JSON and map branches",
+			startMs: 1747947419000, // 2025-05-22 21:56:59 UTC, ~3m before release
+			endMs:   1747983448000, // 2025-05-23 07:57:28 UTC, ~10h after release
+			expected: qbtypes.Statement{
+				Query: "WITH __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 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 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{"1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
+			},
+		},
+		{
+			name:    "window after release - JSON column only",
+			startMs: 1747960000000, // 2025-05-23 00:26:40 UTC, ~2.5h after release
+			endMs:   1747983448000, // 2025-05-23 07:57:28 UTC
+			expected: qbtypes.Statement{
+				Query: "WITH __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_traces.distributed_signoz_index_v3 WHERE 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(resource.`service.name`::String IS NOT NULL, resource.`service.name`::String, NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE 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{"1747960000000000000", "1747983448000000000", uint64(1747958200), uint64(1747983448), 10, "1747960000000000000", "1747983448000000000", uint64(1747958200), uint64(1747983448)},
+			},
+		},
+		{
+			name:    "window before release - map column only",
+			startMs: 1747900000000, // 2025-05-22 08:26:40 UTC, ~13.5h before release
+			endMs:   1747947000000, // 2025-05-22 21:50:00 UTC, ~10m before release
+			expected: qbtypes.Statement{
+				Query: "WITH __limit_cte AS (SELECT toString(multiIf(mapContains(resources_string, 'service.name') = ?, resources_string['service.name'], NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE 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(mapContains(resources_string, 'service.name') = ?, resources_string['service.name'], NULL)) AS `service.name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE 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{true, "1747900000000000000", "1747947000000000000", uint64(1747898200), uint64(1747947000), 10, true, "1747900000000000000", "1747947000000000000", uint64(1747898200), uint64(1747947000)},
+			},
+		},
+	}
+
+	fm := NewFieldMapper()
+	cb := NewConditionBuilder(fm)
+	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+	fl := flaggertest.New(t)
+	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
+
+	statementBuilder := NewTraceQueryStatementBuilder(
+		instrumentationtest.New().ToProviderSettings(),
+		mockMetadataStore,
+		fm,
+		cb,
+		aggExprRewriter,
+		nil,
+		fl,
+		false,
+		100000,
+	)
+
+	query := qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+		Signal:       telemetrytypes.SignalTraces,
+		StepInterval: qbtypes.Step{Duration: 30 * time.Second},
+		Aggregations: []qbtypes.TraceAggregation{
+			{Expression: "count()"},
+		},
+		Filter: &qbtypes.Filter{},
+		Limit:  10,
+		GroupBy: []qbtypes.GroupByKey{
+			{
+				TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+					Name: "service.name",
+				},
+			},
+		},
+	}
+
+	for _, c := range cases {
+		t.Run(c.name, func(t *testing.T) {
+			q, err := statementBuilder.Build(context.Background(), c.startMs, c.endMs, qbtypes.RequestTypeTimeSeries, query, nil)
+			require.NoError(t, err)
+			require.Equal(t, c.expected.Query, q.Query)
+			require.Equal(t, c.expected.Args, q.Args)
+		})
+	}
+}
+
 func TestStatementBuilderTraceQuery(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name        string
 		requestType qbtypes.RequestType
@@ -911,7 +1042,7 @@ func TestStatementBuilderTraceQuery(t *testing.T) {
 	fm := NewFieldMapper()
 	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 	fl := flaggertest.New(t)
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
 
@@ -923,6 +1054,8 @@ func TestStatementBuilderTraceQuery(t *testing.T) {
 		aggExprRewriter,
 		nil,
 		fl,
+		false,
+		100000,
 	)
 
 	for _, c := range cases {
@@ -944,6 +1077,7 @@ func TestStatementBuilderTraceQuery(t *testing.T) {
 }
 
 func TestAdjustKey(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name        string
 		inputKey    telemetrytypes.TelemetryFieldKey
@@ -957,7 +1091,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     buildCompleteFieldKeyMap(),
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: IntrinsicFields["trace_id"],
 		},
 		{
@@ -967,7 +1101,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextBody, // incorrect context
 				FieldDataType: telemetrytypes.FieldDataTypeInt64,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "duration_nano",
 				FieldContext:  telemetrytypes.FieldContextSpan,    // should be corrected
@@ -981,7 +1115,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextSpan, // correct context
 				FieldDataType: telemetrytypes.FieldDataTypeInt64,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "duration_nano",
 				FieldContext:  telemetrytypes.FieldContextSpan,   // should be corrected
@@ -995,8 +1129,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     buildCompleteFieldKeyMap(),
-			expectedKey: *buildCompleteFieldKeyMap()["service.name"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["service.name"][0],
 		},
 		{
 			name: "single matching key with context specified - override",
@@ -1005,8 +1139,8 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap:     buildCompleteFieldKeyMap(),
-			expectedKey: *buildCompleteFieldKeyMap()["cart.items_count"][0],
+			keysMap:     buildCompleteFieldKeyMap(releaseTime),
+			expectedKey: *buildCompleteFieldKeyMap(releaseTime)["cart.items_count"][0],
 		},
 		{
 			name: "multiple matching keys - all materialized",
@@ -1043,7 +1177,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "mixed.materialization.key",
 				FieldDataType: telemetrytypes.FieldDataTypeString,
@@ -1057,7 +1191,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "mixed.materialization.key",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -1072,7 +1206,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:         "unknown.field",
 				Materialized: false,
@@ -1085,7 +1219,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextAttribute,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "service.name",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -1100,7 +1234,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "cart.items_count",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -1115,7 +1249,7 @@ func TestAdjustKey(t *testing.T) {
 				FieldContext:  telemetrytypes.FieldContextUnspecified,
 				FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedKey: telemetrytypes.TelemetryFieldKey{
 				Name:          "user.id",
 				FieldContext:  telemetrytypes.FieldContextAttribute,
@@ -1143,6 +1277,7 @@ func TestAdjustKey(t *testing.T) {
 }
 
 func TestAdjustKeys(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	cases := []struct {
 		name                      string
 		query                     qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]
@@ -1168,7 +1303,7 @@ func TestAdjustKeys(t *testing.T) {
 					},
 				},
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedSelectFields: []telemetrytypes.TelemetryFieldKey{
 				{
 					Name:          "service.name",
@@ -1205,7 +1340,7 @@ func TestAdjustKeys(t *testing.T) {
 					},
 				},
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedGroupBy: []qbtypes.GroupByKey{
 				{
 					TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
@@ -1252,7 +1387,7 @@ func TestAdjustKeys(t *testing.T) {
 					},
 				},
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedOrder: []qbtypes.OrderBy{
 				{
 					Key: qbtypes.OrderByKey{
@@ -1311,7 +1446,7 @@ func TestAdjustKeys(t *testing.T) {
 					},
 				},
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			expectedSelectFields: []telemetrytypes.TelemetryFieldKey{
 				{
 					Name:          "trace_id",
@@ -1366,7 +1501,7 @@ func TestAdjustKeys(t *testing.T) {
 					},
 				},
 			},
-			keysMap: buildCompleteFieldKeyMap(),
+			keysMap: buildCompleteFieldKeyMap(releaseTime),
 			// After alias adjustment, name becomes "span.duration" with FieldContextUnspecified
 			// "span.duration" is not in keysMap, so context stays unspecified
 			expectedOrder: []qbtypes.OrderBy{
@@ -1453,3 +1588,115 @@ 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()
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
+
+	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/test_data.go

@@ -1,10 +1,12 @@
 package telemetrytraces
 
 import (
+	"time"
+
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
-func buildCompleteFieldKeyMap() map[string][]*telemetrytypes.TelemetryFieldKey {
+func buildCompleteFieldKeyMap(releaseTime time.Time) map[string][]*telemetrytypes.TelemetryFieldKey {
 	keysMap := map[string][]*telemetrytypes.TelemetryFieldKey{
 		"service.name": {
 			{
@@ -115,7 +117,33 @@ func buildCompleteFieldKeyMap() map[string][]*telemetrytypes.TelemetryFieldKey {
 	for _, keys := range keysMap {
 		for _, key := range keys {
 			key.Signal = telemetrytypes.SignalTraces
+			if key.FieldContext == telemetrytypes.FieldContextResource {
+				key.Evolutions = mockEvolutionData(releaseTime)
+			}
 		}
 	}
 	return keysMap
 }
+
+// mockEvolutionData returns the canonical resource-column evolution timeline used in tests:
+// the legacy resources_string map at epoch 0 and the JSON resource column released at releaseTime.
+func mockEvolutionData(releaseTime time.Time) []*telemetrytypes.EvolutionEntry {
+	return []*telemetrytypes.EvolutionEntry{
+		{
+			Signal:       telemetrytypes.SignalTraces,
+			ColumnName:   "resources_string",
+			FieldContext: telemetrytypes.FieldContextResource,
+			ColumnType:   "Map(LowCardinality(String), String)",
+			FieldName:    "__all__",
+			ReleaseTime:  time.Unix(0, 0),
+		},
+		{
+			Signal:       telemetrytypes.SignalTraces,
+			ColumnName:   "resource",
+			ColumnType:   "JSON()",
+			FieldContext: telemetrytypes.FieldContextResource,
+			FieldName:    "__all__",
+			ReleaseTime:  releaseTime,
+		},
+	}
+}

pkg/telemetrytraces/trace_operator_cte_builder_test.go

@@ -16,15 +16,16 @@ import (
 
 func newTestTraceOperatorStatementBuilder(t *testing.T) *traceOperatorStatementBuilder {
 	t.Helper()
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 	fm := NewFieldMapper()
 	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
-	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 	fl := flaggertest.New(t)
 	aggExprRewriter := querybuilder.NewAggExprRewriter(instrumentationtest.New().ToProviderSettings(), nil, fm, cb, nil, fl)
 	traceStmtBuilder := NewTraceQueryStatementBuilder(
 		instrumentationtest.New().ToProviderSettings(),
-		mockMetadataStore, fm, cb, aggExprRewriter, nil, fl,
+		mockMetadataStore, fm, cb, aggExprRewriter, nil, fl, false, 100000,
 	)
 	return NewTraceOperatorStatementBuilder(
 		instrumentationtest.New().ToProviderSettings(),

pkg/telemetrytraces/trace_time_range_test.go

@@ -4,24 +4,26 @@ import (
 	"context"
 	"strings"
 	"testing"
+	"time"
 
+	"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"
 )
 
 func TestTraceTimeRangeOptimization(t *testing.T) {
+	releaseTime := time.Date(2025, 5, 22, 22, 0, 0, 0, time.UTC)
 
 	fm := NewFieldMapper()
 	cb := NewConditionBuilder(fm)
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 
-	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap()
+	mockMetadataStore.KeysMap = buildCompleteFieldKeyMap(releaseTime)
 	mockMetadataStore.KeysMap["trace_id"] = []*telemetrytypes.TelemetryFieldKey{{
 		Name:          "trace_id",
 		FieldContext:  telemetrytypes.FieldContextSpan,
@@ -44,8 +46,10 @@ 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/evolution.go

@@ -0,0 +1,119 @@
+package querybuildertypesv5
+
+import (
+	"slices"
+	"sort"
+	"strconv"
+	"time"
+
+	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+)
+
+// SelectEvolutionsForColumns selects the appropriate evolution entries for each column based on the time range.
+// Logic:
+//   - Finds the latest base evolution (<= tsStartTime) across ALL columns
+//   - Rejects all evolutions before this latest base evolution
+//   - For duplicate evolutions it considers the oldest one (first in ReleaseTime)
+//   - For each column, includes its evolution if it's >= latest base evolution and <= tsEndTime
+//   - Results are sorted by ReleaseTime descending (newest first)
+func SelectEvolutionsForColumns(columns []*schema.Column, evolutions []*telemetrytypes.EvolutionEntry, tsStart, tsEnd uint64) ([]*schema.Column, []*telemetrytypes.EvolutionEntry, error) {
+
+	sortedEvolutions := make([]*telemetrytypes.EvolutionEntry, len(evolutions))
+	copy(sortedEvolutions, evolutions)
+
+	// sort the evolutions by ReleaseTime ascending
+	sort.Slice(sortedEvolutions, func(i, j int) bool {
+		return sortedEvolutions[i].ReleaseTime.Before(sortedEvolutions[j].ReleaseTime)
+	})
+
+	tsStartTime := time.Unix(0, int64(tsStart))
+	tsEndTime := time.Unix(0, int64(tsEnd))
+
+	// Build evolution map: column name -> evolution
+	evolutionMap := make(map[string]*telemetrytypes.EvolutionEntry)
+	for _, evolution := range sortedEvolutions {
+		if _, exists := evolutionMap[evolution.ColumnName+":"+evolution.FieldName+":"+strconv.Itoa(int(evolution.Version))]; exists {
+			// since if there is duplicate we would just use the oldest one.
+			continue
+		}
+		evolutionMap[evolution.ColumnName+":"+evolution.FieldName+":"+strconv.Itoa(int(evolution.Version))] = evolution
+	}
+
+	// Find the latest base evolution (<= tsStartTime) across ALL columns
+	// Evolutions are sorted, so we can break early
+	var latestBaseEvolutionAcrossAll *telemetrytypes.EvolutionEntry
+	for _, evolution := range sortedEvolutions {
+		if evolution.ReleaseTime.After(tsStartTime) {
+			break
+		}
+		latestBaseEvolutionAcrossAll = evolution
+	}
+
+	// We shouldn't reach this, it basically means there is something wrong with the evolutions data
+	if latestBaseEvolutionAcrossAll == nil {
+		return nil, nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "no base evolution found for columns %v", columns)
+	}
+
+	columnLookUpMap := make(map[string]*schema.Column)
+	for _, column := range columns {
+		columnLookUpMap[column.Name] = column
+	}
+
+	// Collect column-evolution pairs
+	type colEvoPair struct {
+		column    *schema.Column
+		evolution *telemetrytypes.EvolutionEntry
+	}
+	pairs := []colEvoPair{}
+
+	for _, evolution := range evolutionMap {
+		// Reject evolutions before the latest base evolution
+		if evolution.ReleaseTime.Before(latestBaseEvolutionAcrossAll.ReleaseTime) {
+			continue
+		}
+		// skip evolutions after tsEndTime
+		if evolution.ReleaseTime.After(tsEndTime) || evolution.ReleaseTime.Equal(tsEndTime) {
+			continue
+		}
+
+		if _, exists := columnLookUpMap[evolution.ColumnName]; !exists {
+			return nil, nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "evolution column %s not found in columns %v", evolution.ColumnName, columns)
+		}
+
+		pairs = append(pairs, colEvoPair{columnLookUpMap[evolution.ColumnName], evolution})
+	}
+
+	// If no pairs found, fall back to latestBaseEvolutionAcrossAll for matching columns
+	if len(pairs) == 0 {
+		for _, column := range columns {
+			// Use latestBaseEvolutionAcrossAll if this column name matches its column name
+			if column.Name == latestBaseEvolutionAcrossAll.ColumnName {
+				pairs = append(pairs, colEvoPair{column, latestBaseEvolutionAcrossAll})
+			}
+		}
+	}
+
+	// Sort by ReleaseTime descending (newest first)
+	slices.SortFunc(pairs, func(a, b colEvoPair) int {
+		// Sort by ReleaseTime descending (newest first)
+		if a.evolution.ReleaseTime.After(b.evolution.ReleaseTime) {
+			return -1
+		}
+		if a.evolution.ReleaseTime.Before(b.evolution.ReleaseTime) {
+			return 1
+		}
+		return 0
+	})
+
+	// Extract results
+	newColumns := make([]*schema.Column, len(pairs))
+	evolutionsEntries := make([]*telemetrytypes.EvolutionEntry, len(pairs))
+	for i, pair := range pairs {
+		newColumns[i] = pair.column
+		evolutionsEntries[i] = pair.evolution
+	}
+
+	return newColumns, evolutionsEntries, nil
+}

pkg/types/querybuildertypes/querybuildertypesv5/evolution_test.go

@@ -0,0 +1,414 @@
+package querybuildertypesv5
+
+import (
+	"testing"
+	"time"
+
+	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+const (
+	LogsV2BodyV2Column       = "body_v2"
+	LogsV2BodyPromotedColumn = "body_promoted"
+)
+
+var (
+	resources_string = &schema.Column{Name: "resources_string", Type: schema.MapColumnType{
+		KeyType:   schema.LowCardinalityColumnType{ElementType: schema.ColumnTypeString},
+		ValueType: schema.ColumnTypeString,
+	}}
+	resource          = &schema.Column{Name: "resource", Type: schema.JSONColumnType{}}
+	attributes_string = &schema.Column{Name: "attributes_string", Type: schema.MapColumnType{
+		KeyType:   schema.LowCardinalityColumnType{ElementType: schema.ColumnTypeString},
+		ValueType: schema.ColumnTypeString,
+	}}
+	body_v2       = &schema.Column{Name: LogsV2BodyV2Column, Type: schema.JSONColumnType{}}
+	body_promoted = &schema.Column{Name: LogsV2BodyPromotedColumn, Type: schema.JSONColumnType{}}
+)
+
+func TestSelectEvolutionsForColumns(t *testing.T) {
+	testCases := []struct {
+		name            string
+		columns         []*schema.Column
+		evolutions      []*telemetrytypes.EvolutionEntry
+		tsStart         uint64
+		tsEnd           uint64
+		expectedColumns []string // column names
+		expectedEvols   []string // evolution column names
+		expectedError   bool
+		errorStr        string
+	}{
+		{
+			name: "New evolutions at tsStartTime - should include latest evolution",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resource"},
+			expectedEvols:   []string{"resource"},
+		},
+		{
+			name: "New evolutions after tsStartTime but less than tsEndTime - should include both",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 2, 3, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resource", "resources_string"}, // sorted by ReleaseTime desc
+			expectedEvols:   []string{"resource", "resources_string"},
+		},
+		{
+			name: "Columns without matching evolutions - should exclude them",
+			columns: []*schema.Column{
+				resources_string,
+				resource,          // no evolution for this
+				attributes_string, // no evolution for this
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resources_string"},
+			expectedEvols:   []string{"resources_string"},
+		},
+		{
+			name: "New evolutions at tsEndTime - should not include new evolution",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 30, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resources_string"},
+			expectedEvols:   []string{"resources_string"},
+		},
+		{
+			name: "New evolutions after tsEndTime - should exclude new",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 2, 25, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resources_string"},
+			expectedEvols:   []string{"resources_string"},
+		},
+		{
+			name:    "Empty columns array",
+			columns: []*schema.Column{},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{},
+			expectedEvols:   []string{},
+			expectedError:   true,
+			errorStr:        "column resources_string not found",
+		},
+		{
+			name: "Duplicate evolutions - should use first encountered (oldest if sorted)",
+			columns: []*schema.Column{
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 1, 20, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resource"},
+			expectedEvols:   []string{"resource"}, // should use first one (older)
+		},
+		{
+			name: "Genuine Duplicate evolutions with new version- should consider both",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      0,
+					ReleaseTime:  time.Date(0, 0, 0, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      1,
+					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					Version:      2,
+					ReleaseTime:  time.Date(2024, 1, 20, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 1, 16, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resources_string", "resource"},
+			expectedEvols:   []string{"resources_string", "resource"}, // should use first one (older)
+		},
+		{
+			name: "Evolution exactly at tsEndTime",
+			columns: []*schema.Column{
+				resources_string,
+				resource,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resources_string",
+					ColumnType:   "Map(LowCardinality(String), String)",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					ReleaseTime:  time.Date(2024, 1, 15, 0, 0, 0, 0, time.UTC),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   "resource",
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextResource,
+					FieldName:    "__all__",
+					ReleaseTime:  time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC), // exactly at tsEnd
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{"resources_string"}, // resource excluded because After(tsEnd) is true
+			expectedEvols:   []string{"resources_string"},
+		},
+		{
+			name: "Single evolution after tsStartTime - JSON body",
+			columns: []*schema.Column{
+				body_v2,
+				body_promoted,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   LogsV2BodyV2Column,
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextBody,
+					FieldName:    "__all__",
+					ReleaseTime:  time.Unix(0, 0),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   LogsV2BodyPromotedColumn,
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextBody,
+					FieldName:    "user.name",
+					ReleaseTime:  time.Date(2024, 2, 2, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{LogsV2BodyPromotedColumn, LogsV2BodyV2Column}, // sorted by ReleaseTime desc (newest first)
+			expectedEvols:   []string{LogsV2BodyPromotedColumn, LogsV2BodyV2Column},
+		},
+		{
+			name: "No evolution after tsStartTime - JSON body",
+			columns: []*schema.Column{
+				body_v2,
+				body_promoted,
+			},
+			evolutions: []*telemetrytypes.EvolutionEntry{
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   LogsV2BodyV2Column,
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextBody,
+					FieldName:    "__all__",
+					ReleaseTime:  time.Unix(0, 0),
+				},
+				{
+					Signal:       telemetrytypes.SignalLogs,
+					ColumnName:   LogsV2BodyPromotedColumn,
+					ColumnType:   "JSON()",
+					FieldContext: telemetrytypes.FieldContextBody,
+					FieldName:    "user.name",
+					ReleaseTime:  time.Date(2024, 2, 2, 0, 0, 0, 0, time.UTC),
+				},
+			},
+			tsStart:         uint64(time.Date(2024, 2, 3, 0, 0, 0, 0, time.UTC).UnixNano()),
+			tsEnd:           uint64(time.Date(2024, 2, 15, 0, 0, 0, 0, time.UTC).UnixNano()),
+			expectedColumns: []string{LogsV2BodyPromotedColumn},
+			expectedEvols:   []string{LogsV2BodyPromotedColumn},
+		},
+	}
+
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			resultColumns, resultEvols, err := SelectEvolutionsForColumns(tc.columns, tc.evolutions, tc.tsStart, tc.tsEnd)
+
+			if tc.expectedError {
+				assert.Contains(t, err.Error(), tc.errorStr)
+			} else {
+				require.NoError(t, err)
+				assert.Equal(t, len(tc.expectedColumns), len(resultColumns), "column count mismatch")
+				assert.Equal(t, len(tc.expectedEvols), len(resultEvols), "evolution count mismatch")
+
+				resultColumnNames := make([]string, len(resultColumns))
+				for i, col := range resultColumns {
+					resultColumnNames[i] = col.Name
+				}
+				resultEvolNames := make([]string, len(resultEvols))
+				for i, evol := range resultEvols {
+					resultEvolNames[i] = evol.ColumnName
+				}
+
+				for i := range tc.expectedColumns {
+					assert.Equal(t, resultColumnNames[i], tc.expectedColumns[i], "expected column missing: "+tc.expectedColumns[i])
+				}
+				for i := range tc.expectedEvols {
+					assert.Equal(t, resultEvolNames[i], tc.expectedEvols[i], "expected evolution missing: "+tc.expectedEvols[i])
+				}
+				// Verify sorting: should be descending by ReleaseTime
+				for i := 0; i < len(resultEvols)-1; i++ {
+					assert.True(t, !resultEvols[i].ReleaseTime.Before(resultEvols[i+1].ReleaseTime),
+						"evolutions should be sorted descending by ReleaseTime")
+				}
+			}
+		})
+	}
+}

pkg/types/querybuildertypes/querybuildertypesv5/resource_filter_resolve.go

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

pkg/web/config.go

@@ -24,7 +24,7 @@ type SettingsConfig struct {
 	Posthog PosthogConfig `mapstructure:"posthog"`
 	Appcues AppcuesConfig `mapstructure:"appcues"`
 	Sentry  SentryConfig  `mapstructure:"sentry"`
-	Pylon   PylonConfig   `mapstructure:"sentry"`
+	Pylon   PylonConfig   `mapstructure:"pylon"`
 }
 
 type PosthogConfig struct {

pkg/web/config_test.go

@@ -43,3 +43,42 @@ func TestNewWithEnvProvider(t *testing.T) {
 
 	assert.Equal(t, expected, actual)
 }
+
+func TestSettingsConfigWithEnvProvider(t *testing.T) {
+	testCases := []struct {
+		name     string
+		env      string
+		expected SettingsConfig
+	}{
+		{name: "posthog", env: "SIGNOZ_WEB_SETTINGS_POSTHOG_ENABLED", expected: SettingsConfig{Posthog: PosthogConfig{Enabled: true}}},
+		{name: "appcues", env: "SIGNOZ_WEB_SETTINGS_APPCUES_ENABLED", expected: SettingsConfig{Appcues: AppcuesConfig{Enabled: true}}},
+		{name: "sentry", env: "SIGNOZ_WEB_SETTINGS_SENTRY_ENABLED", expected: SettingsConfig{Sentry: SentryConfig{Enabled: true}}},
+		{name: "pylon", env: "SIGNOZ_WEB_SETTINGS_PYLON_ENABLED", expected: SettingsConfig{Pylon: PylonConfig{Enabled: true}}},
+	}
+
+	for _, testCase := range testCases {
+		t.Run(testCase.name, func(t *testing.T) {
+			t.Setenv(testCase.env, "true")
+
+			conf, err := config.New(
+				context.Background(),
+				config.ResolverConfig{
+					Uris: []string{"env:"},
+					ProviderFactories: []config.ProviderFactory{
+						envprovider.NewFactory(),
+					},
+				},
+				[]factory.ConfigFactory{
+					NewConfigFactory(),
+				},
+			)
+			require.NoError(t, err)
+
+			actual := &Config{}
+			err = conf.Unmarshal("web", actual)
+			require.NoError(t, err)
+
+			assert.Equal(t, testCase.expected, actual.Settings)
+		})
+	}
+}

tests/fixtures/querier.py

@@ -449,6 +449,21 @@ def index_series_by_label(
     return series_by_label
 
 
+def assert_grouped_series(
+    series_by_group: dict[str, dict],
+    expected_values_by_group: dict[str, dict[int, int]],
+) -> None:
+    assert set(series_by_group.keys()) == set(expected_values_by_group.keys())
+
+    for group_name, expected_by_ts in expected_values_by_group.items():
+        actual_values = sorted(
+            series_by_group[group_name]["values"],
+            key=lambda value: value["timestamp"],
+        )
+        expected_values = [{"timestamp": timestamp, "value": value} for timestamp, value in sorted(expected_by_ts.items())]
+        assert actual_values == expected_values
+
+
 def find_named_result(
     results: list[dict[str, Any]],
     name: str,
@@ -698,6 +713,28 @@ def assert_identical_query_response(response1: requests.Response, response2: req
         assert response1.json()["data"]["data"]["results"] == response2.json()["data"]["data"]["results"], "Response data do not match"
 
 
+# we already create the evolution for resource during schema migration
+# since we have to create test data around it, we need to get the evolution time
+def get_resource_evolution_time(signoz: types.SigNoz, signal: str) -> datetime:
+    result = signoz.telemetrystore.conn.query(
+        """
+        SELECT release_time
+        FROM signoz_metadata.distributed_column_evolution_metadata
+        WHERE signal = %(signal)s
+          AND field_context = 'resource'
+          AND field_name = '__all__'
+          AND column_name = 'resource'
+        LIMIT 1
+        """,
+        parameters={"signal": signal},
+    ).result_rows
+
+    assert result, f"Expected {signal} resource evolution metadata to exist"
+
+    release_time_ns = int(result[0][0])
+    return datetime.fromtimestamp(release_time_ns / 1e9, tz=UTC)
+
+
 def generate_logs_with_corrupt_metadata() -> list[Logs]:
     """
     Specifically, entries with 'id', 'timestamp', 'severity_text', 'severity_number' and 'body' fields in metadata

tests/fixtures/traces.py

@@ -6,7 +6,7 @@ import uuid
 from abc import ABC
 from collections.abc import Callable, Generator
 from enum import Enum
-from typing import Any
+from typing import Any, Literal
 from urllib.parse import urlparse
 
 import numpy as np
@@ -236,6 +236,7 @@ class Traces(ABC):
     attributes_number: dict[str, np.float64]
     attributes_bool: dict[str, bool]
     resources_string: dict[str, str]
+    resource_json: dict[str, str]
     events: list[str]
     links: str
     response_status_code: str
@@ -273,6 +274,7 @@ class Traces(ABC):
         links: list[TracesLink] = [],
         trace_state: str = "",
         flags: np.uint32 = 0,
+        resource_write_mode: Literal["legacy_only", "dual_write"] = "dual_write",
     ) -> None:
         if timestamp is None:
             timestamp = datetime.datetime.now()
@@ -322,8 +324,11 @@ class Traces(ABC):
         self.db_name = ""
         self.db_operation = ""
 
-        # Process resources and derive service_name
+        # Process resources and derive service_name. Spans written before the
+        # JSON-resource evolution time only populate resources_string (legacy_only);
+        # spans at or after the evolution time dual-write to both columns.
         self.resources_string = {k: str(v) for k, v in resources.items()}
+        self.resource_json = {} if resource_write_mode == "legacy_only" else dict(self.resources_string)
         self.service_name = self.resources_string.get("service.name", "default-service")
 
         for k, v in self.resources_string.items():
@@ -575,7 +580,7 @@ class Traces(ABC):
                 self.db_operation,
                 self.has_error,
                 self.is_remote,
-                self.resources_string,
+                self.resource_json,
             ],
             dtype=object,
         )

tests/integration/tests/querier/12_logs_resource_evolution.py

@@ -1,39 +1,20 @@
 from collections.abc import Callable
-from datetime import UTC, datetime, timedelta
+from datetime import 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 (
+    assert_grouped_series,
     build_group_by_field,
     build_logs_aggregation,
+    get_resource_evolution_time,
     index_series_by_label,
     make_query_request,
 )
 
 
-# we already create the evolution for resource during schema migration
-# since we have to create test data around it, we need to get the evolution time
-def _get_logs_resource_evolution_time_json(signoz: types.SigNoz) -> datetime:
-    result = signoz.telemetrystore.conn.query(
-        """
-        SELECT release_time
-        FROM signoz_metadata.distributed_column_evolution_metadata
-        WHERE signal = 'logs'
-          AND field_context = 'resource'
-          AND field_name = '__all__'
-          AND column_name = 'resource'
-        LIMIT 1
-        """
-    ).result_rows
-
-    assert result, "Expected logs resource evolution metadata to exist"
-
-    release_time_ns = int(result[0][0])
-    return datetime.fromtimestamp(release_time_ns / 1e9, tz=UTC)
-
-
 # Logs with timestamps before the evolution time will have resources written only to resources_string.
 # Logs with timestamps at or after the evolution time will have resources written to both resources_string and resource_json.
 def _build_evolved_log(
@@ -97,21 +78,6 @@ def _query_grouped_log_series(
     return index_series_by_label(aggregations[0]["series"], group_by)
 
 
-def _assert_grouped_series(
-    series_by_group: dict[str, dict],
-    expected_values_by_group: dict[str, dict[int, int]],
-) -> None:
-    assert set(series_by_group.keys()) == set(expected_values_by_group.keys())
-
-    for group_name, expected_by_ts in expected_values_by_group.items():
-        actual_values = sorted(
-            series_by_group[group_name]["values"],
-            key=lambda value: value["timestamp"],
-        )
-        expected_values = [{"timestamp": timestamp, "value": value} for timestamp, value in sorted(expected_by_ts.items())]
-        assert actual_values == expected_values
-
-
 def _test_logs_resource_evolution(
     signoz: types.SigNoz,
     token: str,
@@ -125,7 +91,7 @@ def _test_logs_resource_evolution(
     # 5. Query the logs after the evolution time.
     # Both aggregation and group by should be checked.
     """
-    evolution_time = _get_logs_resource_evolution_time_json(signoz)
+    evolution_time = get_resource_evolution_time(signoz, "logs")
     evolution_time = evolution_time.replace(second=0, microsecond=0)
 
     before_2 = evolution_time - timedelta(minutes=10)
@@ -163,7 +129,7 @@ def _test_logs_resource_evolution(
     )
 
     before_series = _query_grouped_log_series(signoz, token, before_2 - timedelta(minutes=1), before_1 + timedelta(minutes=1))
-    _assert_grouped_series(
+    assert_grouped_series(
         before_series,
         expected_values_by_group={
             "svc-before-2": {
@@ -176,7 +142,7 @@ def _test_logs_resource_evolution(
     )
 
     after_series = _query_grouped_log_series(signoz, token, after_1 - timedelta(minutes=1), after_2 + timedelta(minutes=1))
-    _assert_grouped_series(
+    assert_grouped_series(
         after_series,
         expected_values_by_group={
             "svc-after-1": {
@@ -189,7 +155,7 @@ def _test_logs_resource_evolution(
     )
 
     spanning_series = _query_grouped_log_series(signoz, token, before_2, after_2 + timedelta(minutes=1))
-    _assert_grouped_series(
+    assert_grouped_series(
         spanning_series,
         expected_values_by_group={
             "svc-before-2": {
@@ -216,7 +182,7 @@ def _test_logs_resource_evolution(
         group_by="deployment.environment",
         aggregation="count_distinct(service.name)",
     )
-    _assert_grouped_series(
+    assert_grouped_series(
         aggregation_series,
         expected_values_by_group={
             "integration": {

tests/integration/tests/querier/13_traces_resource_evolution.py

@@ -0,0 +1,206 @@
+from collections.abc import Callable
+from datetime import datetime, timedelta
+from http import HTTPStatus
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.querier import (
+    assert_grouped_series,
+    build_group_by_field,
+    build_logs_aggregation,
+    get_resource_evolution_time,
+    index_series_by_label,
+    make_query_request,
+)
+from fixtures.traces import TraceIdGenerator, Traces
+
+
+# Spans with timestamps before the evolution time will have resources written only to resources_string.
+# Spans with timestamps at or after the evolution time will have resources written to both resources_string and resource (JSON).
+def _build_evolved_span(
+    timestamp: datetime,
+    evolution_time: datetime,
+    service_name: str,
+    name: str,
+) -> Traces:
+    resource_write_mode = "legacy_only" if timestamp < evolution_time else "dual_write"
+    return Traces(
+        timestamp=timestamp,
+        trace_id=TraceIdGenerator.trace_id(),
+        span_id=TraceIdGenerator.span_id(),
+        name=name,
+        resources={
+            "service.name": service_name,
+            "deployment.environment": "integration",
+        },
+        resource_write_mode=resource_write_mode,
+    )
+
+
+def _query_grouped_trace_series(
+    signoz: types.SigNoz,
+    token: str,
+    start: datetime,
+    end: datetime,
+    group_by: str = "service.name",
+    aggregation: str = "count()",
+) -> dict[str, list[dict]]:
+    response = make_query_request(
+        signoz,
+        token,
+        start_ms=int(start.timestamp() * 1000),
+        end_ms=int(end.timestamp() * 1000),
+        request_type="time_series",
+        queries=[
+            {
+                "type": "builder_query",
+                "spec": {
+                    "name": "A",
+                    "signal": "traces",
+                    "stepInterval": 60,
+                    "disabled": False,
+                    "groupBy": [build_group_by_field(group_by)],
+                    "having": {"expression": ""},
+                    "aggregations": [build_logs_aggregation(aggregation)],
+                },
+            }
+        ],
+    )
+
+    assert response.status_code == HTTPStatus.OK
+    assert response.json()["status"] == "success"
+
+    results = response.json()["data"]["data"]["results"]
+    assert len(results) == 1
+
+    aggregations = results[0]["aggregations"]
+    assert len(aggregations) == 1
+
+    return index_series_by_label(aggregations[0]["series"], group_by)
+
+
+def _test_traces_resource_evolution(
+    signoz: types.SigNoz,
+    token: str,
+    insert_traces: Callable[[list[Traces]], None],
+) -> None:
+    """
+    # 1. Get the evolution time.
+    # 2. Ingest spans before the evolution time.
+    # 3. Ingest spans after the evolution time.
+    # 4. Query the spans before the evolution time.
+    # 5. Query the spans after the evolution time.
+    # Both aggregation and group by should be checked.
+    """
+    evolution_time = get_resource_evolution_time(signoz, "traces")
+    evolution_time = evolution_time.replace(second=0, microsecond=0)
+
+    before_2 = evolution_time - timedelta(minutes=10)
+    before_1 = evolution_time - timedelta(minutes=5)
+    after_1 = evolution_time + timedelta(minutes=5)
+    after_2 = evolution_time + timedelta(minutes=10)
+
+    insert_traces(
+        [
+            _build_evolved_span(
+                timestamp=before_2,
+                evolution_time=evolution_time,
+                service_name="svc-before-2",
+                name="span before evolution 2",
+            ),
+            _build_evolved_span(
+                timestamp=before_1,
+                evolution_time=evolution_time,
+                service_name="svc-before-1",
+                name="span before evolution 1",
+            ),
+            _build_evolved_span(
+                timestamp=after_1,
+                evolution_time=evolution_time,
+                service_name="svc-after-1",
+                name="span after evolution 1",
+            ),
+            _build_evolved_span(
+                timestamp=after_2,
+                evolution_time=evolution_time,
+                service_name="svc-after-2",
+                name="span after evolution 2",
+            ),
+        ]
+    )
+
+    before_series = _query_grouped_trace_series(signoz, token, before_2 - timedelta(minutes=1), before_1 + timedelta(minutes=1))
+    assert_grouped_series(
+        before_series,
+        expected_values_by_group={
+            "svc-before-2": {
+                int(before_2.timestamp() * 1000): 1,
+            },
+            "svc-before-1": {
+                int(before_1.timestamp() * 1000): 1,
+            },
+        },
+    )
+
+    after_series = _query_grouped_trace_series(signoz, token, after_1 - timedelta(minutes=1), after_2 + timedelta(minutes=1))
+    assert_grouped_series(
+        after_series,
+        expected_values_by_group={
+            "svc-after-1": {
+                int(after_1.timestamp() * 1000): 1,
+            },
+            "svc-after-2": {
+                int(after_2.timestamp() * 1000): 1,
+            },
+        },
+    )
+
+    spanning_series = _query_grouped_trace_series(signoz, token, before_2, after_2 + timedelta(minutes=1))
+    assert_grouped_series(
+        spanning_series,
+        expected_values_by_group={
+            "svc-before-2": {
+                int(before_2.timestamp() * 1000): 1,
+            },
+            "svc-before-1": {
+                int(before_1.timestamp() * 1000): 1,
+            },
+            "svc-after-1": {
+                int(after_1.timestamp() * 1000): 1,
+            },
+            "svc-after-2": {
+                int(after_2.timestamp() * 1000): 1,
+            },
+        },
+    )
+
+    # query to check aggregation on the resource field like count_distinct(service.name)
+    aggregation_series = _query_grouped_trace_series(
+        signoz,
+        token,
+        before_2,
+        after_2 + timedelta(minutes=1),
+        group_by="deployment.environment",
+        aggregation="count_distinct(service.name)",
+    )
+    assert_grouped_series(
+        aggregation_series,
+        expected_values_by_group={
+            "integration": {
+                int(before_2.timestamp() * 1000): 1,
+                int(before_1.timestamp() * 1000): 1,
+                int(after_1.timestamp() * 1000): 1,
+                int(after_2.timestamp() * 1000): 1,
+            },
+        },
+    )
+
+
+def test_traces_resource_evolution(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_traces: Callable[[list[Traces]], None],
+) -> None:
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    _test_traces_resource_evolution(signoz, token, insert_traces)

tests/integration/tests/querier_skip_resource_fingerprint/01_skip_resource_fingerprint.py

@@ -0,0 +1,105 @@
+"""
+Transparency check for the skip_resource_fingerprint optimization (traces and logs).
+
+At or above the configured fingerprint threshold the optimization pushes resource
+conditions onto the main spans/logs table instead of the fingerprint CTE. That
+rewrite must change ClickHouse performance, never the rows: each test runs the same
+query against the primary instance (optimization on, threshold=2) and
+`signoz_fingerprint` (optimization off) and asserts the responses are identical.
+"""
+
+from collections.abc import Callable
+from datetime import UTC, datetime, timedelta
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logs import Logs
+from fixtures.querier import (
+    BuilderQuery,
+    OrderBy,
+    TelemetryFieldKey,
+    assert_identical_query_response,
+    get_rows,
+    make_query_request,
+)
+from fixtures.traces import Traces
+
+
+def test_skip_resource_fingerprint_traces_fallback_matches_fingerprint(
+    signoz: types.SigNoz,
+    signoz_fingerprint: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_traces: Callable[[list[Traces]], None],
+) -> None:
+    """A >= 2-fingerprint filter drives the fallback path; rows must match the fingerprint baseline."""
+    now = datetime.now(tz=UTC).replace(second=0, microsecond=0)
+
+    # 3 distinct services share one env (3 fingerprints > threshold 2 -> fallback);
+    # the 4th has a different env and must be excluded.
+    env = {"deployment.environment": "skip-fallback"}
+    insert_traces(
+        [
+            Traces(timestamp=now - timedelta(seconds=10), resources={"service.name": "skip-fb-svc-a", **env}),
+            Traces(timestamp=now - timedelta(seconds=9), resources={"service.name": "skip-fb-svc-b", **env}),
+            Traces(timestamp=now - timedelta(seconds=8), resources={"service.name": "skip-fb-svc-c", **env}),
+            Traces(timestamp=now - timedelta(seconds=7), resources={"service.name": "skip-fb-other", "deployment.environment": "skip-other"}),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = BuilderQuery(
+        signal="traces",
+        limit=50,
+        order=[OrderBy(TelemetryFieldKey("timestamp"), "asc")],
+        filter_expression="deployment.environment = 'skip-fallback'",
+        select_fields=[TelemetryFieldKey("service.name", "string", "resource")],
+    ).to_dict()
+
+    start_ms = int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000)
+    end_ms = int(datetime.now(tz=UTC).timestamp() * 1000)
+    optimized = make_query_request(signoz, token, start_ms=start_ms, end_ms=end_ms, request_type="raw", queries=[query])
+    fingerprint = make_query_request(signoz_fingerprint, token, start_ms=start_ms, end_ms=end_ms, request_type="raw", queries=[query])
+
+    assert len(get_rows(optimized)) == 3
+    assert_identical_query_response(optimized, fingerprint)
+
+
+def test_skip_resource_fingerprint_logs_fallback_matches_fingerprint(
+    signoz: types.SigNoz,
+    signoz_fingerprint: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_logs: Callable[[list[Logs]], None],
+) -> None:
+    """A >= 2-fingerprint filter drives the fallback path; rows must match the fingerprint baseline."""
+    now = datetime.now(tz=UTC)
+
+    # 3 distinct services share one env (3 fingerprints > threshold 2 -> fallback);
+    # the 4th has a different env and must be excluded.
+    env = {"deployment.environment": "skip-logs-fallback"}
+    insert_logs(
+        [
+            Logs(timestamp=now - timedelta(seconds=10), resources={"service.name": "skip-logs-fb-svc-a", **env}, body="a"),
+            Logs(timestamp=now - timedelta(seconds=9), resources={"service.name": "skip-logs-fb-svc-b", **env}, body="b"),
+            Logs(timestamp=now - timedelta(seconds=8), resources={"service.name": "skip-logs-fb-svc-c", **env}, body="c"),
+            Logs(timestamp=now - timedelta(seconds=7), resources={"service.name": "skip-logs-fb-other", "deployment.environment": "skip-logs-other"}, body="noise"),
+        ]
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = BuilderQuery(
+        signal="logs",
+        limit=50,
+        order=[OrderBy(TelemetryFieldKey("timestamp"), "asc")],
+        filter_expression="deployment.environment = 'skip-logs-fallback'",
+        select_fields=[TelemetryFieldKey("service.name", "string", "resource"), TelemetryFieldKey("body")],
+    ).to_dict()
+
+    start_ms = int((datetime.now(tz=UTC) - timedelta(minutes=5)).timestamp() * 1000)
+    end_ms = int(datetime.now(tz=UTC).timestamp() * 1000)
+    optimized = make_query_request(signoz, token, start_ms=start_ms, end_ms=end_ms, request_type="raw", queries=[query])
+    fingerprint = make_query_request(signoz_fingerprint, token, start_ms=start_ms, end_ms=end_ms, request_type="raw", queries=[query])
+
+    assert len(get_rows(optimized)) == 3
+    assert_identical_query_response(optimized, fingerprint)

tests/integration/tests/querier_skip_resource_fingerprint/conftest.py

@@ -0,0 +1,71 @@
+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 the fallback resolver path is
+    exercised (filters matching >= 2 fingerprints skip the fingerprint CTE).
+    """
+    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,
+        },
+    )
+
+
+@pytest.fixture(name="signoz_fingerprint", scope="package")
+def signoz_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:
+    """
+    A second SigNoz instance with the optimization disabled, so every query
+    resolves resource filters through the fingerprint CTE (the path the primary
+    also takes below the threshold). It shares the same ClickHouse (telemetry)
+    and sqlstore (users) as the primary instance, which lets a single admin
+    token authenticate against both and lets the tests diff the optimized
+    result against this fingerprint baseline for the same query and data.
+    """
+    return create_signoz(
+        network=network,
+        zeus=zeus,
+        gateway=gateway,
+        sqlstore=sqlstore,
+        clickhouse=clickhouse,
+        request=request,
+        pytestconfig=pytestconfig,
+        cache_key="signoz-skip-resource-fingerprint-baseline",
+        env_overrides={
+            "SIGNOZ_QUERIER_SKIP__RESOURCE__FINGERPRINT_ENABLED": False,
+        },
+    )