feat(base-path): merge conflict fix

Restructure Validate nil check, rename expectErr to fail with
early-return, trim trailing newlines in test assertions, remove
t.Parallel from subtests, inline short config literals, restore
struct field comments in web.Config.

frontend/.eslintrc.cjs

@@ -66,8 +66,8 @@ module.exports = {
 	rules: {
 		// Asset migration — base-path safety
 		'rulesdir/no-unsupported-asset-pattern': 'error',
-		// Base-path safety — window.open and origin-concat patterns
-		'rulesdir/no-raw-absolute-path': 'error',
+		// Base-path safety — window.open and origin-concat patterns; upgrade to error coming PR
+		'rulesdir/no-raw-absolute-path': 'warn',
 
 		// Code quality rules
 		'prefer-const': 'error', // Enforces const for variables never reassigned
@@ -248,8 +248,6 @@ module.exports = {
 				'sonarjs/cognitive-complexity': 'off', // Tests can be complex
 				'sonarjs/no-identical-functions': 'off', // Similar test patterns are OK
 				'sonarjs/no-small-switch': 'off', // Small switches are OK in tests
-				// Test assertions intentionally reference window.location.origin for expected-value checks
-				'rulesdir/no-raw-absolute-path': 'off',
 			},
 		},
 		{

frontend/index.html

@@ -40,12 +40,12 @@
 		<meta
 			data-react-helmet="true"
 			property="og:image"
-			content="[[.BaseHref]]images/signoz-hero-image.webp"
+			content="/images/signoz-hero-image.webp"
 		/>
 		<meta
 			data-react-helmet="true"
 			name="twitter:image"
-			content="[[.BaseHref]]images/signoz-hero-image.webp"
+			content="/images/signoz-hero-image.webp"
 		/>
 		<meta
 			data-react-helmet="true"

frontend/src/components/ChatSupportGateway/ChatSupportGateway.tsx

@@ -9,7 +9,6 @@ import { CreditCard, MessageSquareText, X } from 'lucide-react';
 import { SuccessResponseV2 } from 'types/api';
 import { CheckoutSuccessPayloadProps } from 'types/api/billing/checkout';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
 
 export default function ChatSupportGateway(): JSX.Element {
 	const { notifications } = useNotifications();
@@ -55,7 +54,7 @@ export default function ChatSupportGateway(): JSX.Element {
 		});
 
 		updateCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	};
 

frontend/src/components/EditMemberDrawer/EditMemberDrawer.tsx

@@ -31,7 +31,6 @@ import { useAppContext } from 'providers/App/App';
 import { useErrorModal } from 'providers/ErrorModalProvider';
 import { useTimezone } from 'providers/Timezone';
 import APIError from 'types/api/error';
-import { getAbsoluteUrl } from 'utils/basePath';
 import { toAPIError } from 'utils/errorUtils';
 
 import DeleteMemberDialog from './DeleteMemberDialog';
@@ -388,7 +387,7 @@ function EditMemberDrawer({
 				pathParams: { id: member.id },
 			});
 			if (response?.data?.token) {
-				const link = getAbsoluteUrl(`/password-reset?token=${response.data.token}`);
+				const link = `${window.location.origin}/password-reset?token=${response.data.token}`;
 				setResetLink(link);
 				setResetLinkExpiresAt(
 					response.data.expiresAt

frontend/src/components/HeaderRightSection/ShareURLModal.tsx

@@ -13,7 +13,6 @@ import GetMinMax from 'lib/getMinMax';
 import { Check, Info, Link2 } from 'lucide-react';
 import { AppState } from 'store/reducers';
 import { GlobalReducer } from 'types/reducer/globalTime';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 const routesToBeSharedWithTime = [
 	ROUTES.LOGS_EXPLORER,
@@ -81,13 +80,17 @@ function ShareURLModal(): JSX.Element {
 
 				urlQuery.delete(QueryParams.relativeTime);
 
-				currentUrl = getAbsoluteUrl(`${location.pathname}?${urlQuery.toString()}`);
+				currentUrl = `${window.location.origin}${
+					location.pathname
+				}?${urlQuery.toString()}`;
 			} else {
 				urlQuery.delete(QueryParams.startTime);
 				urlQuery.delete(QueryParams.endTime);
 
 				urlQuery.set(QueryParams.relativeTime, selectedTime);
-				currentUrl = getAbsoluteUrl(`${location.pathname}?${urlQuery.toString()}`);
+				currentUrl = `${window.location.origin}${
+					location.pathname
+				}?${urlQuery.toString()}`;
 			}
 		}
 

frontend/src/components/InviteMembersModal/InviteMembersModal.tsx

@@ -14,7 +14,6 @@ import { useErrorModal } from 'providers/ErrorModalProvider';
 import APIError from 'types/api/error';
 import { ROLES } from 'types/roles';
 import { EMAIL_REGEX } from 'utils/app';
-import { getBaseUrl } from 'utils/basePath';
 import { popupContainer } from 'utils/selectPopupContainer';
 import { v4 as uuid } from 'uuid';
 
@@ -189,7 +188,7 @@ function InviteMembersModal({
 					email: row.email.trim(),
 					name: '',
 					role: row.role as ROLES,
-					frontendBaseUrl: getBaseUrl(),
+					frontendBaseUrl: window.location.origin,
 				});
 			} else {
 				await inviteUsers({
@@ -197,7 +196,7 @@ function InviteMembersModal({
 						email: row.email.trim(),
 						name: '',
 						role: row.role,
-						frontendBaseUrl: getBaseUrl(),
+						frontendBaseUrl: window.location.origin,
 					})),
 				});
 			}

frontend/src/components/LaunchChatSupport/LaunchChatSupport.tsx

@@ -14,7 +14,6 @@ import { useAppContext } from 'providers/App/App';
 import { SuccessResponseV2 } from 'types/api';
 import { CheckoutSuccessPayloadProps } from 'types/api/billing/checkout';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
 
 import './LaunchChatSupport.styles.scss';
 
@@ -155,7 +154,7 @@ function LaunchChatSupport({
 		});
 
 		updateCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	};
 

frontend/src/components/LearnMore/LearnMore.tsx

@@ -1,7 +1,6 @@
 import { Color } from '@signozhq/design-tokens';
 import { Button } from 'antd';
 import { ArrowUpRight } from 'lucide-react';
-import { openInNewTab } from 'utils/navigation';
 
 import './LearnMore.styles.scss';
 
@@ -15,7 +14,7 @@ function LearnMore({ text, url, onClick }: LearnMoreProps): JSX.Element {
 	const handleClick = (): void => {
 		onClick?.();
 		if (url) {
-			openInNewTab(url);
+			window.open(url, '_blank');
 		}
 	};
 	return (

frontend/src/components/MessagingQueueHealthCheck/AttributeCheckList.tsx

@@ -20,7 +20,6 @@ import {
 	KAFKA_SETUP_DOC_LINK,
 	MessagingQueueHealthCheckService,
 } from 'pages/MessagingQueues/MessagingQueuesUtils';
-import { openInNewTab } from 'utils/navigation';
 import { v4 as uuid } from 'uuid';
 
 import './MessagingQueueHealthCheck.styles.scss';
@@ -77,7 +76,7 @@ function ErrorTitleAndKey({
 		if (isCloudUserVal && !!link) {
 			history.push(link);
 		} else {
-			openInNewTab(KAFKA_SETUP_DOC_LINK);
+			window.open(KAFKA_SETUP_DOC_LINK, '_blank');
 		}
 	};
 	return {

frontend/src/container/ApiMonitoring/Explorer/Domains/DomainDetails/components/DependentServices.tsx

@@ -9,7 +9,6 @@ import {
 } from 'container/ApiMonitoring/utils';
 import { UnfoldVertical } from 'lucide-react';
 import { SuccessResponse } from 'types/api';
-import { openInNewTab } from 'utils/navigation';
 
 import emptyStateUrl from '@/assets/Icons/emptyState.svg';
 
@@ -95,14 +94,20 @@ function DependentServices({
 					}}
 					onRow={(record): { onClick: () => void; className: string } => ({
 						onClick: (): void => {
-							const serviceName =
-								record.serviceData.serviceName && record.serviceData.serviceName !== '-'
-									? record.serviceData.serviceName
-									: '';
+							const url = new URL(
+								`/services/${
+									record.serviceData.serviceName &&
+									record.serviceData.serviceName !== '-'
+										? record.serviceData.serviceName
+										: ''
+								}`,
+								window.location.origin,
+							);
 							const urlQuery = new URLSearchParams();
 							urlQuery.set(QueryParams.startTime, timeRange.startTime.toString());
 							urlQuery.set(QueryParams.endTime, timeRange.endTime.toString());
-							openInNewTab(`/services/${serviceName}?${urlQuery.toString()}`);
+							url.search = urlQuery.toString();
+							window.open(url.toString(), '_blank');
 						},
 						className: 'clickable-row',
 					})}

frontend/src/container/AppLayout/index.tsx

@@ -73,7 +73,6 @@ import {
 import { UserPreference } from 'types/api/preferences/preference';
 import AppReducer from 'types/reducer/app';
 import { USER_ROLES } from 'types/roles';
-import { getBaseUrl } from 'utils/basePath';
 import { showErrorNotification } from 'utils/error';
 import { eventEmitter } from 'utils/getEventEmitter';
 import {
@@ -462,7 +461,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 
 	const handleFailedPayment = useCallback((): void => {
 		manageCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	}, [manageCreditCard]);
 

frontend/src/container/BillingContainer/BillingContainer.tsx

@@ -31,7 +31,6 @@ import { isEmpty, pick } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
 import { SuccessResponseV2 } from 'types/api';
 import { CheckoutSuccessPayloadProps } from 'types/api/billing/checkout';
-import { getBaseUrl } from 'utils/basePath';
 import { getFormattedDate, getRemainingDays } from 'utils/timeUtils';
 
 import { BillingUsageGraph } from './BillingUsageGraph/BillingUsageGraph';
@@ -325,7 +324,7 @@ export default function BillingContainer(): JSX.Element {
 			});
 
 			updateCreditCard({
-				url: getBaseUrl(),
+				url: window.location.origin,
 			});
 		} else {
 			logEvent('Billing : Manage Billing', {
@@ -334,7 +333,7 @@ export default function BillingContainer(): JSX.Element {
 			});
 
 			manageCreditCard({
-				url: getBaseUrl(),
+				url: window.location.origin,
 			});
 		}
 		// eslint-disable-next-line react-hooks/exhaustive-deps

frontend/src/container/CreateAlertRule/SelectAlertType/index.tsx

@@ -7,7 +7,6 @@ import { FeatureKeys } from 'constants/features';
 import { useAppContext } from 'providers/App/App';
 import { AlertTypes } from 'types/api/alerts/alertTypes';
 import { isModifierKeyPressed } from 'utils/app';
-import { openInNewTab } from 'utils/navigation';
 
 import { getOptionList } from './config';
 import { AlertTypeCard, SelectTypeContainer } from './styles';
@@ -56,7 +55,7 @@ function SelectAlertType({ onSelect }: SelectAlertTypeProps): JSX.Element {
 			page: 'New alert data source selection page',
 		});
 
-		openInNewTab(url);
+		window.open(url, '_blank');
 	}
 	const renderOptions = useMemo(
 		() => (

frontend/src/container/CreateAlertV2/AlertCondition/utils.tsx

@@ -14,7 +14,6 @@ import { IUser } from 'providers/App/types';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { EQueryType } from 'types/common/dashboard';
 import { USER_ROLES } from 'types/roles';
-import { openInNewTab } from 'utils/navigation';
 
 import { ROUTING_POLICIES_ROUTE } from './constants';
 import { RoutingPolicyBannerProps } from './types';
@@ -388,7 +387,7 @@ export function NotificationChannelsNotFoundContent({
 							style={{ padding: '0 4px' }}
 							type="link"
 							onClick={(): void => {
-								openInNewTab(ROUTES.CHANNELS_NEW);
+								window.open(ROUTES.CHANNELS_NEW, '_blank');
 							}}
 						>
 							here.

frontend/src/container/CustomDomainSettings/CustomDomainSettings.tsx

@@ -48,7 +48,6 @@ function DomainUpdateToast({
 					className="custom-domain-toast-visit-btn"
 					suffixIcon={<ExternalLink size={12} />}
 					onClick={(): void => {
-						// eslint-disable-next-line rulesdir/no-raw-absolute-path
 						window.open(url, '_blank', 'noopener,noreferrer');
 					}}
 				>

frontend/src/container/DashboardContainer/DashboardSettings/PublicDashboard/index.tsx

@@ -16,8 +16,6 @@ import { useDashboardStore } from 'providers/Dashboard/store/useDashboardStore';
 import { PublicDashboardMetaProps } from 'types/api/dashboard/public/getMeta';
 import APIError from 'types/api/error';
 import { USER_ROLES } from 'types/roles';
-import { getAbsoluteUrl } from 'utils/basePath';
-import { openInNewTab } from 'utils/navigation';
 
 import './PublicDashboard.styles.scss';
 
@@ -215,7 +213,7 @@ function PublicDashboardSetting(): JSX.Element {
 
 		try {
 			setCopyPublicDashboardURL(
-				getAbsoluteUrl(publicDashboardResponse?.data?.publicPath ?? ''),
+				`${window.location.origin}${publicDashboardResponse?.data?.publicPath}`,
 			);
 			toast.success('Copied Public Dashboard URL successfully');
 		} catch (error) {
@@ -224,7 +222,7 @@ function PublicDashboardSetting(): JSX.Element {
 	};
 
 	const publicDashboardURL = useMemo(
-		() => getAbsoluteUrl(publicDashboardResponse?.data?.publicPath ?? ''),
+		() => `${window.location.origin}${publicDashboardResponse?.data?.publicPath}`,
 		[publicDashboardResponse],
 	);
 
@@ -296,7 +294,7 @@ function PublicDashboardSetting(): JSX.Element {
 								icon={<ExternalLink size={12} />}
 								onClick={(): void => {
 									if (publicDashboardURL) {
-										openInNewTab(publicDashboardURL);
+										window.open(publicDashboardURL, '_blank');
 									}
 								}}
 							/>

frontend/src/container/ForgotPassword/index.tsx

@@ -10,7 +10,6 @@ import ROUTES from 'constants/routes';
 import history from 'lib/history';
 import APIError from 'types/api/error';
 import { OrgSessionContext } from 'types/api/v2/sessions/context/get';
-import { getBaseUrl } from 'utils/basePath';
 
 import tvUrl from '@/assets/svgs/tv.svg';
 
@@ -106,7 +105,7 @@ function ForgotPassword({
 			data: {
 				email: values.email,
 				orgId: currentOrgId,
-				frontendBaseURL: getBaseUrl(),
+				frontendBaseURL: window.location.origin,
 			},
 		});
 	}, [form, forgotPasswordMutate, initialOrgId, hasMultipleOrgs]);

frontend/src/container/FormAlertRules/BasicInfo.tsx

@@ -15,7 +15,6 @@ import { AlertDef, Labels } from 'types/api/alerts/def';
 import { Channels } from 'types/api/channels/getAll';
 import APIError from 'types/api/error';
 import { requireErrorMessage } from 'utils/form/requireErrorMessage';
-import { openInNewTab } from 'utils/navigation';
 import { popupContainer } from 'utils/selectPopupContainer';
 
 import ChannelSelect from './ChannelSelect';
@@ -88,7 +87,7 @@ function BasicInfo({
 			dataSource: ALERTS_DATA_SOURCE_MAP[alertDef?.alertType as AlertTypes],
 			ruleId: isNewRule ? 0 : alertDef?.id,
 		});
-		openInNewTab(ROUTES.CHANNELS_NEW);
+		window.open(ROUTES.CHANNELS_NEW, '_blank');
 		// eslint-disable-next-line react-hooks/exhaustive-deps
 	}, []);
 	const hasLoggedEvent = useRef(false);

frontend/src/container/FormAlertRules/index.tsx

@@ -46,7 +46,6 @@ import { DataSource } from 'types/common/queryBuilder';
 import { GlobalReducer } from 'types/reducer/globalTime';
 import { isModifierKeyPressed } from 'utils/app';
 import { compositeQueryToQueryEnvelope } from 'utils/compositeQueryToQueryEnvelope';
-import { openInNewTab } from 'utils/navigation';
 
 import BasicInfo from './BasicInfo';
 import ChartPreview from './ChartPreview';
@@ -772,7 +771,7 @@ function FormAlertRules({
 				queryType: currentQuery.queryType,
 				link: url,
 			});
-			openInNewTab(url);
+			window.open(url, '_blank');
 		}
 	}
 

frontend/src/container/Home/Dashboards/Dashboards.tsx

@@ -10,7 +10,6 @@ import Card from 'periscope/components/Card/Card';
 import { useAppContext } from 'providers/App/App';
 import { Dashboard } from 'types/api/dashboard/getAll';
 import { USER_ROLES } from 'types/roles';
-import { openInNewTab } from 'utils/navigation';
 
 import dialsUrl from '@/assets/Icons/dials.svg';
 
@@ -115,7 +114,7 @@ export default function Dashboards({
 							dashboardName: dashboard.data.title,
 						});
 						if (event.metaKey || event.ctrlKey) {
-							openInNewTab(getLink());
+							window.open(getLink(), '_blank');
 						} else {
 							safeNavigate(getLink());
 						}

frontend/src/container/Home/DataSourceInfo/DataSourceInfo.tsx

@@ -9,7 +9,6 @@ import { Link2 } from 'lucide-react';
 import Card from 'periscope/components/Card/Card';
 import { useAppContext } from 'providers/App/App';
 import { LicensePlatform } from 'types/api/licensesV3/getActive';
-import { openInNewTab } from 'utils/navigation';
 
 import containerPlusUrl from '@/assets/Icons/container-plus.svg';
 import helloWaveUrl from '@/assets/Icons/hello-wave.svg';
@@ -52,7 +51,7 @@ function DataSourceInfo({
 		if (activeLicense && activeLicense.platform === LicensePlatform.CLOUD) {
 			history.push(ROUTES.GET_STARTED_WITH_CLOUD);
 		} else {
-			openInNewTab(DOCS_LINKS.ADD_DATA_SOURCE);
+			window?.open(DOCS_LINKS.ADD_DATA_SOURCE, '_blank', 'noopener noreferrer');
 		}
 	};
 

frontend/src/container/Home/HomeChecklist/HomeChecklist.tsx

@@ -8,7 +8,6 @@ import { ArrowRight, ArrowRightToLine, BookOpenText } from 'lucide-react';
 import { useAppContext } from 'providers/App/App';
 import { LicensePlatform } from 'types/api/licensesV3/getActive';
 import { USER_ROLES } from 'types/roles';
-import { openInNewTab } from 'utils/navigation';
 
 import './HomeChecklist.styles.scss';
 
@@ -100,7 +99,11 @@ function HomeChecklist({
 														) {
 															history.push(item.toRoute || '');
 														} else {
-															openInNewTab(item.docsLink || '');
+															window?.open(
+																item.docsLink || '',
+																'_blank',
+																'noopener noreferrer',
+															);
 														}
 													}}
 												>
@@ -116,7 +119,7 @@ function HomeChecklist({
 																step: item.id,
 															});
 
-															openInNewTab(item.docsLink ?? '');
+															window?.open(item.docsLink, '_blank', 'noopener noreferrer');
 														}}
 													>
 														<BookOpenText size={16} />

frontend/src/container/Home/Services/ServiceMetrics.tsx

@@ -31,7 +31,6 @@ import { GlobalReducer } from 'types/reducer/globalTime';
 import { Tags } from 'types/reducer/trace';
 import { USER_ROLES } from 'types/roles';
 import { isModifierKeyPressed } from 'utils/app';
-import { openInNewTab } from 'utils/navigation';
 
 import triangleRulerUrl from '@/assets/Icons/triangle-ruler.svg';
 
@@ -80,7 +79,11 @@ const EmptyState = memo(
 								) {
 									history.push(ROUTES.GET_STARTED_WITH_CLOUD);
 								} else {
-									openInNewTab(DOCS_LINKS.ADD_DATA_SOURCE);
+									window?.open(
+										DOCS_LINKS.ADD_DATA_SOURCE,
+										'_blank',
+										'noopener noreferrer',
+									);
 								}
 							}}
 						>

frontend/src/container/Home/Services/ServiceTraces.tsx

@@ -17,7 +17,6 @@ import { ServicesList } from 'types/api/metrics/getService';
 import { GlobalReducer } from 'types/reducer/globalTime';
 import { USER_ROLES } from 'types/roles';
 import { isModifierKeyPressed } from 'utils/app';
-import { openInNewTab } from 'utils/navigation';
 
 import triangleRulerUrl from '@/assets/Icons/triangle-ruler.svg';
 
@@ -134,7 +133,11 @@ export default function ServiceTraces({
 									) {
 										history.push(ROUTES.GET_STARTED_WITH_CLOUD);
 									} else {
-										openInNewTab(DOCS_LINKS.ADD_DATA_SOURCE);
+										window?.open(
+											DOCS_LINKS.ADD_DATA_SOURCE,
+											'_blank',
+											'noopener noreferrer',
+										);
 									}
 								}}
 							>

frontend/src/container/InfraMonitoringK8s/Base/K8sBaseDetails.tsx

@@ -51,7 +51,6 @@ import {
 	LogsAggregatorOperator,
 	TracesAggregatorOperator,
 } from 'types/common/queryBuilder';
-import { openInNewTab } from 'utils/navigation';
 import { v4 as uuidv4 } from 'uuid';
 
 import { filterDuplicateFilters } from '../commonUtils';
@@ -570,7 +569,10 @@ function K8sBaseDetails<T>({
 
 			urlQuery.set('compositeQuery', JSON.stringify(compositeQuery));
 
-			openInNewTab(`${ROUTES.LOGS_EXPLORER}?${urlQuery.toString()}`);
+			window.open(
+				`${window.location.origin}${ROUTES.LOGS_EXPLORER}?${urlQuery.toString()}`,
+				'_blank',
+			);
 		} else if (selectedView === VIEW_TYPES.TRACES) {
 			const compositeQuery = {
 				...initialQueryState,
@@ -589,7 +591,10 @@ function K8sBaseDetails<T>({
 
 			urlQuery.set('compositeQuery', JSON.stringify(compositeQuery));
 
-			openInNewTab(`${ROUTES.TRACES_EXPLORER}?${urlQuery.toString()}`);
+			window.open(
+				`${window.location.origin}${ROUTES.TRACES_EXPLORER}?${urlQuery.toString()}`,
+				'_blank',
+			);
 		}
 	};
 

frontend/src/container/Integrations/CloudIntegration/AmazonWebServices/ServiceDashboards/ServiceDashboards.tsx

@@ -4,7 +4,6 @@ import {
 	CloudintegrationtypesServiceDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
-import { withBasePath } from 'utils/basePath';
 
 import './ServiceDashboards.styles.scss';
 
@@ -45,11 +44,7 @@ function ServiceDashboards({
 									return;
 								}
 								if (event.metaKey || event.ctrlKey) {
-									window.open(
-										withBasePath(dashboardUrl),
-										'_blank',
-										'noopener,noreferrer',
-									);
+									window.open(dashboardUrl, '_blank', 'noopener,noreferrer');
 									return;
 								}
 								safeNavigate(dashboardUrl);
@@ -59,11 +54,7 @@ function ServiceDashboards({
 									return;
 								}
 								if (event.button === 1) {
-									window.open(
-										withBasePath(dashboardUrl),
-										'_blank',
-										'noopener,noreferrer',
-									);
+									window.open(dashboardUrl, '_blank', 'noopener,noreferrer');
 								}
 							}}
 							onKeyDown={(event): void => {

frontend/src/container/ListAlertRules/AlertsEmptyState/AlertInfoCard.tsx

@@ -1,6 +1,5 @@
 import { ArrowRightOutlined } from '@ant-design/icons';
 import { Typography } from 'antd';
-import { openInNewTab } from 'utils/navigation';
 
 interface AlertInfoCardProps {
 	header: string;
@@ -20,7 +19,7 @@ function AlertInfoCard({
 			className="alert-info-card"
 			onClick={(): void => {
 				onClick();
-				openInNewTab(link);
+				window.open(link, '_blank');
 			}}
 		>
 			<div className="alert-card-text">

frontend/src/container/ListAlertRules/AlertsEmptyState/InfoLinkText.tsx

@@ -1,6 +1,5 @@
 import { ArrowRightOutlined, PlayCircleFilled } from '@ant-design/icons';
 import { Flex, Typography } from 'antd';
-import { openInNewTab } from 'utils/navigation';
 
 interface InfoLinkTextProps {
 	infoText: string;
@@ -21,7 +20,7 @@ function InfoLinkText({
 		<Flex
 			onClick={(): void => {
 				onClick();
-				openInNewTab(link);
+				window.open(link, '_blank');
 			}}
 			className="info-link-container"
 		>

frontend/src/container/ListOfDashboard/DashboardsList.tsx

@@ -83,8 +83,6 @@ import {
 } from 'types/api/dashboard/getAll';
 import APIError from 'types/api/error';
 import { isModifierKeyPressed } from 'utils/app';
-import { getAbsoluteUrl } from 'utils/basePath';
-import { openInNewTab } from 'utils/navigation';
 
 import awwSnapUrl from '@/assets/Icons/awwSnap.svg';
 import dashboardsUrl from '@/assets/Icons/dashboards.svg';
@@ -459,7 +457,7 @@ function DashboardsList(): JSX.Element {
 													onClick={(e): void => {
 														e.stopPropagation();
 														e.preventDefault();
-														openInNewTab(getLink());
+														window.open(getLink(), '_blank');
 													}}
 												>
 													Open in New Tab
@@ -471,7 +469,7 @@ function DashboardsList(): JSX.Element {
 													onClick={(e): void => {
 														e.stopPropagation();
 														e.preventDefault();
-														setCopy(getAbsoluteUrl(getLink()));
+														setCopy(`${window.location.origin}${getLink()}`);
 													}}
 												>
 													Copy Link

frontend/src/container/ListOfDashboard/TableComponents/Name.tsx

@@ -1,7 +1,6 @@
 import { LockFilled } from '@ant-design/icons';
 import ROUTES from 'constants/routes';
 import history from 'lib/history';
-import { openInNewTab } from 'utils/navigation';
 
 import { Data } from '../DashboardsList';
 import { TableLinkText } from './styles';
@@ -13,7 +12,7 @@ function Name(name: Data['name'], data: Data): JSX.Element {
 
 	const onClickHandler = (event: React.MouseEvent<HTMLElement>): void => {
 		if (event.metaKey || event.ctrlKey) {
-			openInNewTab(getLink());
+			window.open(getLink(), '_blank');
 		} else {
 			history.push(getLink());
 		}

frontend/src/container/LogDetailedView/ContextView/ContextLogRenderer.tsx

@@ -17,7 +17,6 @@ import useUrlQuery from 'hooks/useUrlQuery';
 import { ILog } from 'types/api/logs/log';
 import { Query, TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 import { DataSource, StringOperators } from 'types/common/queryBuilder';
-import { withBasePath } from 'utils/basePath';
 
 import { useContextLogData } from './useContextLogData';
 
@@ -117,7 +116,7 @@ function ContextLogRenderer({
 			);
 
 			const link = `${ROUTES.LOGS_EXPLORER}?${urlQuery.toString()}`;
-			window.open(withBasePath(link), '_blank', 'noopener,noreferrer');
+			window.open(link, '_blank', 'noopener,noreferrer');
 		},
 		[query, urlQuery],
 	);

frontend/src/container/LogDetailedView/TableView.tsx

@@ -34,7 +34,6 @@ import { SET_DETAILED_LOG_DATA } from 'types/actions/logs';
 import { IField } from 'types/api/logs/fields';
 import { ILog } from 'types/api/logs/log';
 import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
-import { openInNewTab } from 'utils/navigation';
 
 import { ActionItemProps } from './ActionItem';
 import FieldRenderer from './FieldRenderer';
@@ -192,7 +191,7 @@ function TableView({
 
 			if (event.ctrlKey || event.metaKey) {
 				// open the trace in new tab
-				openInNewTab(route);
+				window.open(route, '_blank');
 			} else {
 				history.push(route);
 			}

frontend/src/container/Login/index.tsx

@@ -213,7 +213,6 @@ function Login(): JSX.Element {
 			if (isCallbackAuthN) {
 				const url = form.getFieldValue('url');
 
-				// eslint-disable-next-line rulesdir/no-raw-absolute-path
 				window.location.href = url;
 			}
 		} catch (error) {

frontend/src/container/LogsExplorerList/TanStackTableView/index.tsx

@@ -34,7 +34,6 @@ import ROUTES from 'constants/routes';
 import { useActiveLog } from 'hooks/logs/useActiveLog';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import useDragColumns from 'hooks/useDragColumns';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 import { infinityDefaultStyles } from '../InfinityTableView/config';
 import { TanStackTableStyled } from '../InfinityTableView/styles';
@@ -240,7 +239,7 @@ const TanStackTableView = forwardRef<TableVirtuosoHandle, InfinityTableProps>(
 				urlQuery.delete(QueryParams.activeLogId);
 				urlQuery.delete(QueryParams.relativeTime);
 				urlQuery.set(QueryParams.activeLogId, `"${logId}"`);
-				const link = getAbsoluteUrl(`${pathname}?${urlQuery.toString()}`);
+				const link = `${window.location.origin}${pathname}?${urlQuery.toString()}`;
 
 				setCopy(link);
 				toast.success('Copied to clipboard', { position: 'top-right' });

frontend/src/container/MetricsApplication/utils.ts

@@ -1,6 +1,5 @@
 import { QueryParams } from 'constants/query';
 import ROUTES from 'constants/routes';
-import { withBasePath } from 'utils/basePath';
 
 import { TopOperationList } from './TopOperationsTable';
 import { NavigateToTraceProps } from './types';
@@ -38,7 +37,7 @@ export const navigateToTrace = ({
 	}=${JSONCompositeQuery}`;
 
 	if (openInNewTab) {
-		window.open(withBasePath(newTraceExplorerPath), '_blank');
+		window.open(newTraceExplorerPath, '_blank');
 	} else {
 		safeNavigate(newTraceExplorerPath);
 	}

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

@@ -9,7 +9,6 @@ import {
 import { QueryParams } from 'constants/query';
 import ROUTES from 'constants/routes';
 import { Bell, Grid } from 'lucide-react';
-import { openInNewTab } from 'utils/navigation';
 import { pluralize } from 'utils/pluralize';
 
 import { DashboardsAndAlertsPopoverProps } from './types';
@@ -68,8 +67,9 @@ function DashboardsAndAlertsPopover({
 					<Typography.Link
 						key={alert.alertId}
 						onClick={(): void => {
-							openInNewTab(
+							window.open(
 								`${ROUTES.ALERT_OVERVIEW}?${QueryParams.ruleId}=${alert.alertId}`,
+								'_blank',
 							);
 						}}
 						className="dashboards-popover-content-item"
@@ -90,10 +90,11 @@ function DashboardsAndAlertsPopover({
 					<Typography.Link
 						key={dashboard.dashboardId}
 						onClick={(): void => {
-							openInNewTab(
+							window.open(
 								generatePath(ROUTES.DASHBOARD, {
 									dashboardId: dashboard.dashboardId,
 								}),
+								'_blank',
 							);
 						}}
 						className="dashboards-popover-content-item"

frontend/src/container/NewWidget/RightContainer/ContextLinks/UpdateContextLinks.tsx

@@ -18,7 +18,6 @@ import {
 import useContextVariables from 'hooks/dashboard/useContextVariables';
 import { Plus, Trash2 } from 'lucide-react';
 import { ContextLinkProps, Widgets } from 'types/api/dashboard/getAll';
-import { getBaseUrl } from 'utils/basePath';
 
 import VariablesDropdown from './VariablesDropdown';
 
@@ -85,7 +84,7 @@ function UpdateContextLinks({
 	);
 
 	// Function to get current domain
-	const getCurrentDomain = (): string => getBaseUrl();
+	const getCurrentDomain = (): string => window.location.origin;
 
 	// Function to handle variable selection from dropdown
 	const handleVariableSelect = (

frontend/src/container/NoLogs/NoLogs.tsx

@@ -6,7 +6,6 @@ import history from 'lib/history';
 import { ArrowUpRight } from 'lucide-react';
 import { DataSource } from 'types/common/queryBuilder';
 import DOCLINKS from 'utils/docLinks';
-import { openInNewTab } from 'utils/navigation';
 
 import eyesEmojiUrl from '@/assets/Images/eyesEmoji.svg';
 
@@ -43,11 +42,11 @@ export default function NoLogs({
 			}
 			history.push(link);
 		} else if (dataSource === 'traces') {
-			openInNewTab(DOCLINKS.TRACES_EXPLORER_EMPTY_STATE);
+			window.open(DOCLINKS.TRACES_EXPLORER_EMPTY_STATE, '_blank');
 		} else if (dataSource === DataSource.METRICS) {
-			openInNewTab(DOCLINKS.METRICS_EXPLORER_EMPTY_STATE);
+			window.open(DOCLINKS.METRICS_EXPLORER_EMPTY_STATE, '_blank');
 		} else {
-			openInNewTab(`${DOCLINKS.USER_GUIDE}${dataSource}/`);
+			window.open(`${DOCLINKS.USER_GUIDE}${dataSource}/`, '_blank');
 		}
 	};
 	return (

frontend/src/container/OnboardingQuestionaire/InviteTeamMembers/InviteTeamMembers.tsx

@@ -18,7 +18,6 @@ import {
 	Trash2,
 } from 'lucide-react';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
 import { v4 as uuid } from 'uuid';
 
 import { OnboardingQuestionHeader } from '../OnboardingQuestionHeader';
@@ -61,7 +60,7 @@ function InviteTeamMembers({
 		email: '',
 		role: '',
 		name: '',
-		frontendBaseUrl: getBaseUrl(),
+		frontendBaseUrl: window.location.origin,
 		id: '',
 	};
 

frontend/src/container/OnboardingV2Container/IngestionDetails/IngestionDetails.tsx

@@ -8,7 +8,6 @@ import { DOCS_BASE_URL } from 'constants/app';
 import { useGetGlobalConfig } from 'hooks/globalConfig/useGetGlobalConfig';
 import { useNotifications } from 'hooks/useNotifications';
 import { ArrowUpRight, Copy, Info, Key, TriangleAlert } from 'lucide-react';
-import { withBasePath } from 'utils/basePath';
 
 import './IngestionDetails.styles.scss';
 
@@ -216,7 +215,7 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 							</a>
 							. To create a new one,{' '}
 							<a
-								href={withBasePath('/settings/ingestion-settings')}
+								href="/settings/ingestion-settings"
 								target="_blank"
 								className="learn-more"
 								rel="noreferrer"

frontend/src/container/OnboardingV2Container/InviteTeamMembers/InviteTeamMembers.tsx

@@ -8,7 +8,6 @@ import { useNotifications } from 'hooks/useNotifications';
 import { cloneDeep, debounce, isEmpty } from 'lodash-es';
 import { ArrowRight, CheckCircle, Plus, TriangleAlert, X } from 'lucide-react';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
 import { v4 as uuid } from 'uuid';
 
 import './InviteTeamMembers.styles.scss';
@@ -57,7 +56,7 @@ function InviteTeamMembers({
 		email: '',
 		role: 'EDITOR',
 		name: '',
-		frontendBaseUrl: getBaseUrl(),
+		frontendBaseUrl: window.location.origin,
 		id: '',
 	};
 

frontend/src/container/OrganizationSettings/AuthDomain/index.tsx

@@ -18,7 +18,6 @@ import ErrorContent from 'components/ErrorModal/components/ErrorContent';
 import CopyToClipboard from 'periscope/components/CopyToClipboard';
 import { useErrorModal } from 'providers/ErrorModalProvider';
 import APIError from 'types/api/error';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 import CreateEdit from './CreateEdit/CreateEdit';
 import SSOEnforcementToggle from './SSOEnforcementToggle';
@@ -146,7 +145,7 @@ function AuthDomain(): JSX.Element {
 						return <span className="auth-domain-list-na">N/A</span>;
 					}
 
-					const href = getAbsoluteUrl(`/${relayPath}`);
+					const href = `${window.location.origin}/${relayPath}`;
 					return <CopyToClipboard textToCopy={href} />;
 				},
 			},

frontend/src/container/OrganizationSettings/InviteUserModal/InviteUserModal.tsx

@@ -4,7 +4,6 @@ import { Button, Form, FormInstance, Modal } from 'antd';
 import sendInvite from 'api/v1/invite/create';
 import { useNotifications } from 'hooks/useNotifications';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
 
 import InviteTeamMembers from '../InviteTeamMembers';
 import { InviteMemberFormValues } from '../utils';
@@ -41,7 +40,7 @@ function InviteUserModal(props: InviteUserModalProps): JSX.Element {
 								email: member.email,
 								name: member?.name,
 								role: member.role,
-								frontendBaseUrl: getBaseUrl(),
+								frontendBaseUrl: window.location.origin,
 							});
 
 							notifications.success({

frontend/src/container/QueryTable/Drilldown/useBaseAggregateOptions.tsx

@@ -14,7 +14,6 @@ import ContextMenu from 'periscope/components/ContextMenu';
 import { useDashboardStore } from 'providers/Dashboard/store/useDashboardStore';
 import { ContextLinksData } from 'types/api/dashboard/getAll';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
-import { openInNewTab } from 'utils/navigation';
 
 import { ContextMenuItem } from './contextConfig';
 import { getDataLinks } from './dataLinksUtils';
@@ -116,7 +115,7 @@ const useBaseAggregateOptions = ({
 					key={id}
 					icon={<LinkOutlined />}
 					onClick={(): void => {
-						openInNewTab(url);
+						window.open(url, '_blank');
 						onClose?.();
 					}}
 				>

frontend/src/container/RoutingPolicies/RoutingPolicyDetails.tsx

@@ -14,7 +14,6 @@ import { ModalTitle } from 'container/PipelinePage/PipelineListsView/styles';
 import { Check, Loader, X } from 'lucide-react';
 import { useAppContext } from 'providers/App/App';
 import { USER_ROLES } from 'types/roles';
-import { openInNewTab } from 'utils/navigation';
 
 import { INITIAL_ROUTING_POLICY_DETAILS_FORM_STATE } from './constants';
 import {
@@ -77,7 +76,7 @@ function RoutingPolicyDetails({
 							style={{ padding: '0 4px' }}
 							type="link"
 							onClick={(): void => {
-								openInNewTab(ROUTES.CHANNELS_NEW);
+								window.open(ROUTES.CHANNELS_NEW, '_blank');
 							}}
 						>
 							here.

frontend/src/container/SideNav/SideNav.tsx

@@ -818,7 +818,7 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 		);
 
 		if (item && !('type' in item) && item.isExternal && item.url) {
-			openInNewTab(item.url);
+			window.open(item.url, '_blank');
 		}
 
 		const event = (info as SidebarItem & { domEvent?: MouseEvent }).domEvent;

frontend/src/container/SpanDetailsDrawer/SpanLogs/SpanLogs.tsx

@@ -28,7 +28,6 @@ import {
 } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 import { DataSource } from 'types/common/queryBuilder';
-import { openInNewTab } from 'utils/navigation';
 import { v4 as uuid } from 'uuid';
 
 import noDataUrl from '@/assets/Icons/no-data.svg';
@@ -144,7 +143,7 @@ function SpanLogs({
 
 			const url = `${ROUTES.LOGS_EXPLORER}?${createQueryParams(queryParams)}`;
 
-			openInNewTab(url);
+			window.open(url, '_blank');
 		},
 		[
 			isLogSpanRelated,

frontend/src/container/SpanDetailsDrawer/SpanRelatedSignals/SpanRelatedSignals.tsx

@@ -17,7 +17,6 @@ import { BarChart2, Compass, X } from 'lucide-react';
 import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { Span } from 'types/api/trace/getTraceV2';
 import { DataSource, LogsAggregatorOperator } from 'types/common/queryBuilder';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 import { RelatedSignalsViews } from '../constants';
 import SpanLogs from '../SpanLogs/SpanLogs';
@@ -159,7 +158,9 @@ function SpanRelatedSignals({
 		searchParams.set(QueryParams.endTime, endTimeMs.toString());
 
 		window.open(
-			getAbsoluteUrl(`${ROUTES.LOGS_EXPLORER}?${searchParams.toString()}`),
+			`${window.location.origin}${
+				ROUTES.LOGS_EXPLORER
+			}?${searchParams.toString()}`,
 			'_blank',
 			'noopener,noreferrer',
 		);

frontend/src/container/Trace/TraceTable/index.tsx

@@ -31,7 +31,6 @@ import {
 	UPDATE_SPANS_AGGREGATE_PAGE_SIZE,
 } from 'types/actions/trace';
 import { TraceReducer } from 'types/reducer/trace';
-import { openInNewTab } from 'utils/navigation';
 import { v4 } from 'uuid';
 
 dayjs.extend(duration);
@@ -215,7 +214,7 @@ function TraceTable(): JSX.Element {
 					event.preventDefault();
 					event.stopPropagation();
 					if (event.metaKey || event.ctrlKey) {
-						openInNewTab(getLink(record));
+						window.open(getLink(record), '_blank');
 					} else {
 						history.push(getLink(record));
 					}

frontend/src/container/TracesTableComponent/TracesTableComponent.tsx

@@ -28,7 +28,6 @@ import { useTimezone } from 'providers/Timezone';
 import { SuccessResponse } from 'types/api';
 import { Widgets } from 'types/api/dashboard/getAll';
 import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
-import { openInNewTab } from 'utils/navigation';
 
 import './TracesTableComponent.styles.scss';
 
@@ -87,7 +86,7 @@ function TracesTableComponent({
 				event.preventDefault();
 				event.stopPropagation();
 				if (event.metaKey || event.ctrlKey) {
-					openInNewTab(getTraceLink(record));
+					window.open(getTraceLink(record), '_blank');
 				} else {
 					history.push(getTraceLink(record));
 				}

frontend/src/hooks/integration/aws/useIntegrationModal.ts

@@ -172,7 +172,6 @@ export function useIntegrationModal({
 								id: accountId,
 							},
 						);
-						// eslint-disable-next-line rulesdir/no-raw-absolute-path -- connectionUrl is an external AWS console URL, not an internal path
 						window.open(connectionUrl, '_blank');
 						setModalState(ModalStateEnum.WAITING);
 						setAccountId(accountId);

frontend/src/hooks/logs/useCopyLogLink.ts

@@ -17,7 +17,6 @@ import useUrlQuery from 'hooks/useUrlQuery';
 import useUrlQueryData from 'hooks/useUrlQueryData';
 import { AppState } from 'store/reducers';
 import { GlobalReducer } from 'types/reducer/globalTime';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 import { HIGHLIGHTED_DELAY } from './configs';
 import { UseCopyLogLink } from './types';
@@ -61,7 +60,7 @@ export const useCopyLogLink = (logId?: string): UseCopyLogLink => {
 			urlQuery.set(QueryParams.startTime, minTime?.toString() || '');
 			urlQuery.set(QueryParams.endTime, maxTime?.toString() || '');
 
-			const link = getAbsoluteUrl(`${pathname}?${urlQuery.toString()}`);
+			const link = `${window.location.origin}${pathname}?${urlQuery.toString()}`;
 
 			setCopy(link);
 

frontend/src/hooks/queryBuilder/useCreateAlerts.tsx

@@ -21,7 +21,6 @@ import { useDashboardStore } from 'providers/Dashboard/store/useDashboardStore';
 import { AppState } from 'store/reducers';
 import { Widgets } from 'types/api/dashboard/getAll';
 import { GlobalReducer } from 'types/reducer/globalTime';
-import { withBasePath } from 'utils/basePath';
 import { getGraphType } from 'utils/getGraphType';
 
 const useCreateAlerts = (widget?: Widgets, caller?: string): VoidFunction => {
@@ -93,7 +92,7 @@ const useCreateAlerts = (widget?: Widgets, caller?: string): VoidFunction => {
 
 				const url = `${ROUTES.ALERTS_NEW}?${params.toString()}`;
 
-				window.open(withBasePath(url), '_blank', 'noreferrer');
+				window.open(url, '_blank', 'noreferrer');
 			},
 			onError: () => {
 				notifications.error({

frontend/src/hooks/trace/useCopySpanLink.ts

@@ -4,7 +4,6 @@ import { useCopyToClipboard } from 'react-use';
 import { useNotifications } from 'hooks/useNotifications';
 import useUrlQuery from 'hooks/useUrlQuery';
 import { Span } from 'types/api/trace/getTraceV2';
-import { getAbsoluteUrl } from 'utils/basePath';
 
 export const useCopySpanLink = (
 	span?: Span,
@@ -29,7 +28,7 @@ export const useCopySpanLink = (
 				urlQuery.set('spanId', span?.spanId);
 			}
 
-			const link = getAbsoluteUrl(`${pathname}?${urlQuery.toString()}`);
+			const link = `${window.location.origin}${pathname}?${urlQuery.toString()}`;
 
 			setCopy(link);
 			notifications.success({

frontend/src/hooks/useSafeNavigate.ts

@@ -108,18 +108,19 @@ export const useSafeNavigate = (
 	const safeNavigate = useCallback(
 		// eslint-disable-next-line sonarjs/cognitive-complexity
 		(to: string | SafeNavigateParams, options?: NavigateOptions) => {
-			// eslint-disable-next-line rulesdir/no-raw-absolute-path
-			const base = window.location.origin;
-			const currentUrl = new URL(`${location.pathname}${location.search}`, base);
+			const currentUrl = new URL(
+				`${location.pathname}${location.search}`,
+				window.location.origin,
+			);
 
 			let targetUrl: URL;
 
 			if (typeof to === 'string') {
-				targetUrl = new URL(to, base);
+				targetUrl = new URL(to, window.location.origin);
 			} else {
 				targetUrl = new URL(
 					`${to.pathname || location.pathname}${to.search || ''}`,
-					base,
+					window.location.origin,
 				);
 			}
 

frontend/src/pages/MessagingQueues/MQDetails/DropRateView/DropRateView.tsx

@@ -19,7 +19,6 @@ import {
 } from 'pages/MessagingQueues/MessagingQueuesUtils';
 import { AppState } from 'store/reducers';
 import { GlobalReducer } from 'types/reducer/globalTime';
-import { openInNewTab } from 'utils/navigation';
 
 import {
 	convertToMilliseconds,
@@ -94,7 +93,7 @@ export function getColumns(
 											key={item}
 											className="traceid-text"
 											onClick={(): void => {
-												openInNewTab(`${ROUTES.TRACE}/${item}`);
+												window.open(`${ROUTES.TRACE}/${item}`, '_blank');
 												logEvent(`MQ Kafka: Drop Rate - traceid navigation`, {
 													item,
 												});
@@ -124,7 +123,7 @@ export function getColumns(
 						onClick={(e): void => {
 							e.preventDefault();
 							e.stopPropagation();
-							openInNewTab(`/services/${encodeURIComponent(text)}`);
+							window.open(`/services/${encodeURIComponent(text)}`, '_blank');
 						}}
 					>
 						{text}

frontend/src/pages/MessagingQueues/MessagingQueues.tsx

@@ -59,7 +59,7 @@ function MessagingQueues(): JSX.Element {
 				history.push(link);
 			}
 		} else {
-			openInNewTab(KAFKA_SETUP_DOC_LINK);
+			window.open(KAFKA_SETUP_DOC_LINK, '_blank');
 		}
 	};
 

frontend/src/pages/Support/Support.tsx

@@ -20,8 +20,6 @@ import { useAppContext } from 'providers/App/App';
 import { SuccessResponseV2 } from 'types/api';
 import { CheckoutSuccessPayloadProps } from 'types/api/billing/checkout';
 import APIError from 'types/api/error';
-import { getBaseUrl } from 'utils/basePath';
-import { openInNewTab } from 'utils/navigation';
 
 import './Support.styles.scss';
 
@@ -94,7 +92,7 @@ export default function Support(): JSX.Element {
 
 	const { pathname } = useLocation();
 	const handleChannelWithRedirects = (url: string): void => {
-		openInNewTab(url);
+		window.open(url, '_blank');
 	};
 
 	useEffect(() => {
@@ -152,7 +150,7 @@ export default function Support(): JSX.Element {
 		});
 
 		updateCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	};
 

frontend/src/pages/WorkspaceLocked/WorkspaceLocked.tsx

@@ -29,7 +29,6 @@ import { useAppContext } from 'providers/App/App';
 import APIError from 'types/api/error';
 import { LicensePlatform } from 'types/api/licensesV3/getActive';
 import { isModifierKeyPressed } from 'utils/app';
-import { getBaseUrl } from 'utils/basePath';
 import { getFormattedDate } from 'utils/timeUtils';
 
 import CustomerStoryCard from './CustomerStoryCard';
@@ -116,7 +115,7 @@ export default function WorkspaceBlocked(): JSX.Element {
 		logEvent('Workspace Blocked: User Clicked Update Credit Card', {});
 
 		updateCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	}, [updateCreditCard]);
 

frontend/src/pages/WorkspaceSuspended/WorkspaceSuspended.tsx

@@ -21,7 +21,6 @@ import history from 'lib/history';
 import { useAppContext } from 'providers/App/App';
 import APIError from 'types/api/error';
 import { LicensePlatform, LicenseState } from 'types/api/licensesV3/getActive';
-import { getBaseUrl } from 'utils/basePath';
 import { getFormattedDateWithMinutes } from 'utils/timeUtils';
 
 import featureGraphicCorrelationUrl from '@/assets/Images/feature-graphic-correlation.svg';
@@ -58,7 +57,7 @@ function WorkspaceSuspended(): JSX.Element {
 
 	const handleUpdateCreditCard = useCallback(async () => {
 		manageCreditCard({
-			url: getBaseUrl(),
+			url: window.location.origin,
 		});
 	}, [manageCreditCard]);
 

frontend/src/providers/EventSource.tsx

@@ -22,7 +22,6 @@ import { LOCALSTORAGE } from 'constants/localStorage';
 import { EventListener, EventSourcePolyfill } from 'event-source-polyfill';
 import { useNotifications } from 'hooks/useNotifications';
 import APIError from 'types/api/error';
-import { withBasePath } from 'utils/basePath';
 
 interface IEventSourceContext {
 	eventSourceInstance: EventSourcePolyfill | null;
@@ -130,12 +129,9 @@ export function EventSourceProvider({
 
 	const handleStartOpenConnection = useCallback(
 		(filterExpression?: string): void => {
-			const apiPath = `${apiV3}logs/livetail?filter=${encodeURIComponent(
-				filterExpression || '',
-			)}`;
-			const eventSourceUrl = ENVIRONMENT.baseURL
-				? `${ENVIRONMENT.baseURL}${apiPath}`
-				: withBasePath(apiPath);
+			const eventSourceUrl = `${
+				ENVIRONMENT.baseURL
+			}${apiV3}logs/livetail?filter=${encodeURIComponent(filterExpression || '')}`;
 
 			eventSourceRef.current = new EventSourcePolyfill(eventSourceUrl, {
 				headers: {

frontend/src/utils/basePath.ts

@@ -35,7 +35,6 @@ export function withBasePath(path: string): string {
  * getAbsoluteUrl(ROUTES.LOGS_EXPLORER) → 'https://host/signoz/logs/logs-explorer'
  */
 export function getAbsoluteUrl(path: string): string {
-	// eslint-disable-next-line rulesdir/no-raw-absolute-path
 	return window.location.origin + withBasePath(path);
 }
 
@@ -45,7 +44,7 @@ export function getAbsoluteUrl(path: string): string {
  * getBaseUrl() → 'https://host/signoz'
  */
 export function getBaseUrl(): string {
-	// eslint-disable-next-line rulesdir/no-raw-absolute-path
-	const origin = window.location.origin;
-	return origin + (_basePath === '/' ? '' : _basePath.slice(0, -1));
+	return (
+		window.location.origin + (_basePath === '/' ? '' : _basePath.slice(0, -1))
+	);
 }

pkg/querybuilder/collision.go

@@ -207,16 +207,23 @@ func AdjustKey(key *telemetrytypes.TelemetryFieldKey, keys map[string][]*telemet
 		indexes := []telemetrytypes.JSONDataTypeIndex{}
 		fieldContextsSeen := map[telemetrytypes.FieldContext]bool{}
 		dataTypesSeen := map[telemetrytypes.FieldDataType]bool{}
+		jsonTypesSeen := map[string]*telemetrytypes.JSONDataType{}
 		for _, matchingKey := range matchingKeys {
 			materialized = materialized && matchingKey.Materialized
 			fieldContextsSeen[matchingKey.FieldContext] = true
 			dataTypesSeen[matchingKey.FieldDataType] = true
+			if matchingKey.JSONDataType != nil {
+				jsonTypesSeen[matchingKey.JSONDataType.StringValue()] = matchingKey.JSONDataType
+			}
 			indexes = append(indexes, matchingKey.Indexes...)
 		}
 		for _, matchingKey := range contextPrefixedMatchingKeys {
 			materialized = materialized && matchingKey.Materialized
 			fieldContextsSeen[matchingKey.FieldContext] = true
 			dataTypesSeen[matchingKey.FieldDataType] = true
+			if matchingKey.JSONDataType != nil {
+				jsonTypesSeen[matchingKey.JSONDataType.StringValue()] = matchingKey.JSONDataType
+			}
 			indexes = append(indexes, matchingKey.Indexes...)
 		}
 		key.Materialized = materialized
@@ -241,6 +248,15 @@ func AdjustKey(key *telemetrytypes.TelemetryFieldKey, keys map[string][]*telemet
 				break
 			}
 		}
+
+		if len(jsonTypesSeen) == 1 && key.JSONDataType == nil {
+			// all matching keys have same JSON data type, use it
+			for _, jt := range jsonTypesSeen {
+				actions = append(actions, fmt.Sprintf("Adjusting key %s to have JSON data type %s", key, jt.StringValue()))
+				key.JSONDataType = jt
+				break
+			}
+		}
 	}
 
 	return actions

pkg/querybuilder/where_clause_visitor_test.go

@@ -318,7 +318,7 @@ func TestVisitKey(t *testing.T) {
 					{
 						Name:          "count",
 						FieldContext:  telemetrytypes.FieldContextAttribute,
-						FieldDataType: telemetrytypes.FieldDataTypeInt64,
+						FieldDataType: telemetrytypes.FieldDataTypeNumber,
 					},
 				},
 			},
@@ -326,7 +326,7 @@ func TestVisitKey(t *testing.T) {
 				{
 					Name:          "count",
 					FieldContext:  telemetrytypes.FieldContextAttribute,
-					FieldDataType: telemetrytypes.FieldDataTypeInt64,
+					FieldDataType: telemetrytypes.FieldDataTypeNumber,
 				},
 			},
 			expectedErrors:     nil,

pkg/telemetrylogs/condition_builder.go

@@ -44,6 +44,7 @@ func (c *conditionBuilder) conditionFor(
 			}
 			return cond, nil
 		}
+
 	}
 
 	if operator.IsStringSearchOperator() {

pkg/telemetrylogs/field_mapper.go

@@ -276,10 +276,14 @@ func (m *fieldMapper) FieldFor(ctx context.Context, tsStart, tsEnd uint64, key *
 					continue
 				}
 
-				if key.FieldDataType == telemetrytypes.FieldDataTypeUnspecified {
+				if key.JSONDataType == nil {
 					return "", qbtypes.ErrColumnNotFound
 				}
 
+				if key.KeyNameContainsArray() && !key.JSONDataType.IsArray {
+					return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "FieldFor not supported for nested fields; only supported for flat paths (e.g. body.status.detail) and paths of Array type: %s(%s)", key.Name, key.FieldDataType)
+				}
+
 				expr, err := m.buildFieldForJSON(key)
 				if err != nil {
 					return "", err
@@ -350,6 +354,7 @@ func (m *fieldMapper) ColumnExpressionFor(
 	field *telemetrytypes.TelemetryFieldKey,
 	keys map[string][]*telemetrytypes.TelemetryFieldKey,
 ) (string, error) {
+
 	fieldExpression, err := m.FieldFor(ctx, tsStart, tsEnd, field)
 	if errors.Is(err, qbtypes.ErrColumnNotFound) {
 		// the key didn't have the right context to be added to the query
@@ -388,8 +393,6 @@ func (m *fieldMapper) ColumnExpressionFor(
 			}
 			fieldExpression = fmt.Sprintf("multiIf(%s, NULL)", strings.Join(args, ", "))
 		}
-	} else if err != nil {
-		return "", err
 	}
 
 	return fmt.Sprintf("%s AS `%s`", sqlbuilder.Escape(fieldExpression), field.Name), nil

pkg/telemetrylogs/json_condition_builder.go

@@ -172,15 +172,30 @@ func (c *jsonConditionBuilder) terminalIndexedCondition(node *telemetrytypes.JSO
 	if strings.Contains(fieldPath, telemetrytypes.ArraySepSuffix) {
 		return "", errors.NewInternalf(CodeArrayNavigationFailed, "can not build index condition for array field %s", fieldPath)
 	}
-	if !node.IsTerminal {
-		return "", errors.NewInternalf(errors.CodeInvalidInput, "can not build index condition for non-terminal node %s", fieldPath)
+
+	elemType := node.TerminalConfig.ElemType
+	dynamicExpr := fmt.Sprintf("dynamicElement(%s, '%s')", fieldPath, elemType.StringValue())
+	indexedExpr := assumeNotNull(dynamicExpr)
+
+	// switch the operator and value for exists and not exists
+	switch operator {
+	case qbtypes.FilterOperatorExists:
+		operator = qbtypes.FilterOperatorNotEqual
+		value = getEmptyValue(elemType)
+	case qbtypes.FilterOperatorNotExists:
+		operator = qbtypes.FilterOperatorEqual
+		value = getEmptyValue(elemType)
+	default:
+		// do nothing
 	}
 
-	indexedExpr := schemamigrator.JSONSubColumnIndexExpr(node.Parent.Name, node.Name, node.TerminalConfig.ElemType.StringValue())
-	// TODO(Piyush): indexedExpr should not be formatted here instead value should be formatted
-	// else ClickHouse may not utilize index
 	indexedExpr, formattedValue := querybuilder.DataTypeCollisionHandledFieldName(node.TerminalConfig.Key, value, indexedExpr, operator)
-	return c.applyOperator(sb, indexedExpr, operator, formattedValue)
+	cond, err := c.applyOperator(sb, indexedExpr, operator, formattedValue)
+	if err != nil {
+		return "", err
+	}
+
+	return cond, nil
 }
 
 // buildPrimitiveTerminalCondition builds the condition if the terminal node is a primitive type
@@ -189,31 +204,32 @@ func (c *jsonConditionBuilder) buildPrimitiveTerminalCondition(node *telemetryty
 	fieldPath := node.FieldPath()
 	conditions := []string{}
 
-	// Utilize indexes when available, except for EXISTS/NOT EXISTS checks.
-	// Indexed columns always store a default empty value for absent fields (e.g. "" for strings,
-	// 0 for numbers), so using the index for existence checks would incorrectly exclude rows where
-	// the field genuinely holds the empty/zero value.
+	// utilize indexes for the condition if available
 	//
-	// Note: indexing is also skipped for Array Nested fields because they cannot be indexed.
+	// Note: Indexing code doesn't get executed for Array Nested fields because they can not be indexed
 	indexed := slices.ContainsFunc(node.TerminalConfig.Key.Indexes, func(index telemetrytypes.JSONDataTypeIndex) bool {
 		return index.Type == node.TerminalConfig.ElemType
 	})
-	isExistsCheck := operator == qbtypes.FilterOperatorExists || operator == qbtypes.FilterOperatorNotExists
-	if node.TerminalConfig.ElemType.IndexSupported && indexed && !isExistsCheck {
+	if node.TerminalConfig.ElemType.IndexSupported && indexed {
 		indexCond, err := c.terminalIndexedCondition(node, operator, value, sb)
 		if err != nil {
 			return "", err
 		}
-		// With a concrete non-zero value the index condition is self-contained.
+		// if qb has a definitive value, we can skip adding a condition to
+		// check the existence of the path in the json column
 		if value != nil && value != getEmptyValue(node.TerminalConfig.ElemType) {
 			return indexCond, nil
 		}
-		// The value is nil or the type's zero/empty value. Because indexed columns always store
-		// that zero value for absent fields, the index alone cannot distinguish "field is absent"
-		// from "field exists with zero value". Append a path-existence check (IS NOT NULL) as a
-		// second condition and AND them together.
+
 		conditions = append(conditions, indexCond)
-		operator = qbtypes.FilterOperatorExists
+
+		// Switch operator to EXISTS except when operator is NOT EXISTS since
+		// indexed paths on assumedNotNull, indexes will always have a default
+		// value so we flip the operator to Exists and filter the rows that
+		// actually have the value
+		if operator != qbtypes.FilterOperatorNotExists {
+			operator = qbtypes.FilterOperatorExists
+		}
 	}
 
 	var formattedValue = value
@@ -223,15 +239,20 @@ func (c *jsonConditionBuilder) buildPrimitiveTerminalCondition(node *telemetryty
 
 	fieldExpr := fmt.Sprintf("dynamicElement(%s, '%s')", fieldPath, node.TerminalConfig.ElemType.StringValue())
 
-	// For non-nested paths with a negative comparison operator (e.g. !=, NOT LIKE, NOT IN),
-	// wrap in assumeNotNull so ClickHouse treats absent paths as the zero value rather than NULL,
-	// which would otherwise cause them to be silently dropped from results.
-	// NOT EXISTS is excluded: we want a true NULL check there, not a zero-value stand-in.
+	// if operator is negative and has a value comparison i.e. excluding EXISTS and NOT EXISTS, we need to assume that the field exists everywhere
 	//
-	// Note: for nested array paths, buildAccessNodeBranches already inverts the operator before
-	// reaching here, so IsNonNestedPath() guards against double-applying the wrapping.
-	if node.IsNonNestedPath() && operator.IsNegativeOperator() && operator != qbtypes.FilterOperatorNotExists {
-		fieldExpr = assumeNotNull(fieldExpr)
+	// Note: here applyNotCondition will return true only if; top level path is being queried and operator is a negative operator
+	// Otherwise this code will be triggered by buildAccessNodeBranches; Where operator would've been already inverted if needed.
+	if node.IsNonNestedPath() {
+		yes, _ := applyNotCondition(operator)
+		if yes {
+			switch operator {
+			case qbtypes.FilterOperatorNotExists:
+				// skip
+			default:
+				fieldExpr = assumeNotNull(fieldExpr)
+			}
+		}
 	}
 
 	fieldExpr, formattedValue = querybuilder.DataTypeCollisionHandledFieldName(node.TerminalConfig.Key, formattedValue, fieldExpr, operator)

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -220,7 +220,7 @@ func TestJSONStmtBuilder_PrimitivePaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((LOWER(toString(dynamicElement(body_v2.`user.age`, 'Int64'))) LIKE LOWER(?)) AND has(JSONAllPaths(body_v2), 'user.age')) OR ((LOWER(dynamicElement(body_v2.`user.age`, 'String')) LIKE LOWER(?)) AND has(JSONAllPaths(body_v2), 'user.age')))",
 				Args:        []any{"%25%", "%25%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `user.age` is ambiguous, found 2 different combinations of field context / data type: [name=user.age,context=body,datatype=int64 name=user.age,context=body,datatype=string]."},
+				Warnings:    []string{"Key `user.age` is ambiguous, found 2 different combinations of field context / data type: [name=user.age,context=body,datatype=int64,jsondatatype=Int64 name=user.age,context=body,datatype=string,jsondatatype=String]."},
 			},
 		},
 		{
@@ -413,8 +413,8 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				Args:     []any{uint64(1747945619), uint64(1747983448), "%1.65%", 1.65, "%1.65%", 1.65, "%1.65%", 1.65, "%1.65%", 1.65, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true name=education[].parameters,context=body,datatype=[]dynamic,materialized=true]."},
+				Args:     []any{ "%1.65%", 1.65, "%1.65%", 1.65, "%1.65%", 1.65, "%1.65%", 1.65, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},
 			expectedErr: nil,
 		},
@@ -440,8 +440,8 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				Args:     []any{uint64(1747945619), uint64(1747983448), "%true%", true, "%true%", true, "%true%", true, "%true%", true, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true name=education[].parameters,context=body,datatype=[]dynamic,materialized=true]."},
+				Args:     []any{ "%true%", true, "%true%", true, "%true%", true, "%true%", true, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},
 			expectedErr: nil,
 		},
@@ -454,8 +454,8 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				Args:     []any{uint64(1747945619), uint64(1747983448), "%passed%", "passed", "%passed%", "passed", "%passed%", "passed", "%passed%", "passed", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true name=education[].parameters,context=body,datatype=[]dynamic,materialized=true]."},
+				Args:     []any{ "%passed%", "passed", "%passed%", "passed", "%passed%", "passed", "%passed%", "passed", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				Warnings: []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,materialized=true,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},
 			expectedErr: nil,
 		},
@@ -549,7 +549,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "((NOT arrayExists(`body_v2.education`-> toFloat64OrNull(dynamicElement(`body_v2.education`.`type`, 'String')) = ?, dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND (NOT arrayExists(`body_v2.education`-> dynamicElement(`body_v2.education`.`type`, 'Int64') = ?, dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))))",
 				Args:        []any{int64(10001), int64(10001), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].type` is ambiguous, found 2 different combinations of field context / data type: [name=education[].type,context=body,datatype=string name=education[].type,context=body,datatype=int64]."},
+				Warnings:    []string{"Key `education[].type` is ambiguous, found 2 different combinations of field context / data type: [name=education[].type,context=body,datatype=string,jsondatatype=String name=education[].type,context=body,datatype=int64,jsondatatype=Int64]."},
 			},
 		},
 		{
@@ -576,7 +576,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> toFloat64(x) = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) OR ((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))) OR arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')))",
 				Args:        []any{"%1.65%", 1.65, "%1.65%", 1.65, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic]."},
+				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
 		},
 		{
@@ -585,7 +585,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((arrayExists(`body_v2.education`-> arrayExists(x -> toString(x) = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) OR ((arrayExists(`body_v2.education`-> arrayExists(x -> toString(x) = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')))",
 				Args:        []any{"passed", "passed", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic]."},
+				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
 		},
 		{
@@ -594,7 +594,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> toString(x) = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) OR ((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))) OR arrayExists(x -> toString(x) = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')))",
 				Args:        []any{"%passed%", "passed", "%passed%", "passed", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic]."},
+				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
 		},
 		{
@@ -603,7 +603,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((arrayExists(`body_v2.education`-> arrayExists(x -> toFloat64(x) IN (?, ?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) OR ((arrayExists(`body_v2.education`-> arrayExists(x -> toString(x) IN (?, ?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')))",
 				Args:        []any{1.65, 1.99, "1.65", "1.99", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic]."},
+				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
 		},
 		{
@@ -612,7 +612,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "((NOT arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> toFloat64(x) = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND (NOT arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))) OR arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))))",
 				Args:        []any{"%1.65%", float64(1.65), "%1.65%", float64(1.65), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic]."},
+				Warnings:    []string{"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
 		},
 		{
@@ -622,7 +622,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 				WhereClause: "(has(arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?) OR has(arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?))",
 				Args:        []any{1.65, 1.65, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 				Warnings: []string{
-					"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic].",
+					"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)].",
 				},
 			},
 		},
@@ -702,7 +702,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			expected: TestExpected{
 				WhereClause: "(((arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> arrayExists(`body_v2.interests[].entities[].reviews`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))')) OR arrayExists(x -> toFloat64(x) = ?, dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))'))), dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'interests')) OR ((arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> arrayExists(`body_v2.interests[].entities[].reviews`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))')) OR arrayExists(x -> toFloat64OrNull(x) = ?, dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))'))), dynamicElement(`body_v2.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'interests')))",
 				Args:        []any{"%4%", float64(4), "%4%", float64(4), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-				Warnings:    []string{"Key `interests[].entities[].reviews[].entries[].metadata[].positions[].ratings` is ambiguous, found 2 different combinations of field context / data type: [name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]int64 name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]string]."},
+				Warnings:    []string{"Key `interests[].entities[].reviews[].entries[].metadata[].positions[].ratings` is ambiguous, found 2 different combinations of field context / data type: [name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]int64,jsondatatype=Array(Nullable(Int64)) name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]string,jsondatatype=Array(Nullable(String))]."},
 			},
 		},
 		{
@@ -761,35 +761,27 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			},
 		},
 		{
-			name:   "dynamic_array_element_compare_CONTAINS",
-			filter: "interests[].entities[].product_codes Contains 1",
+			name:   "dynamic array element comparison",
+			filter: "ids Contains 1",
 			expected: TestExpected{
-				WhereClause: "((arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'))) OR arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)')))), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'interests'))",
+				WhereClause: "(((arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(body_v2.`ids`, 'Array(Dynamic)'))) OR arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(body_v2.`ids`, 'Array(Dynamic)'))))) AND has(JSONAllPaths(body_v2), 'ids'))",
 				Args:        []any{"%1%", float64(1), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 		{
-			name:   "dynamic_array_element_compare_HAS_STRING",
-			filter: "has(interests[].entities[].product_codes, '2002')",
+			name:   "dynamic array element comparison",
+			filter: "ids != '1'",
 			expected: TestExpected{
-				WhereClause: "has(arrayFlatten(arrayConcat(arrayMap(`body_v2.interests`->arrayMap(`body_v2.interests[].entities`->dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?)",
-				Args:        []any{"2002", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-		{
-			name:   "dynamic_array_element_compare_NOT_EQUAL",
-			filter: "interests[].entities[].product_codes != '1'",
-			expected: TestExpected{
-				WhereClause: "(NOT arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'))), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))",
+				WhereClause: "(NOT arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(body_v2.`ids`, 'Array(Dynamic)'))))",
 				Args:        []any{int64(1), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 		{
-			name:   "dynamic_array_element_compare_HAS_INT",
-			filter: "has(interests[].entities[].product_codes, 1001)",
+			name:   "dynamic array element comparison boolean",
+			filter: "ids = true",
 			expected: TestExpected{
-				WhereClause: "has(arrayFlatten(arrayConcat(arrayMap(`body_v2.interests`->arrayMap(`body_v2.interests[].entities`->dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?)",
-				Args:        []any{float64(1001), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				WhereClause: "((arrayExists(x -> accurateCastOrNull(x, 'Bool') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(body_v2.`ids`, 'Array(Dynamic)')))) AND has(JSONAllPaths(body_v2), 'ids'))",
+				Args:        []any{true, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 	}
@@ -836,7 +828,7 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "((lower(assumeNotNull(dynamicElement(body_v2.user.name, 'String'))) = ?) AND has(JSONAllPaths(body_v2), 'user.name'))",
+				WhereClause: "((assumeNotNull(dynamicElement(body_v2.`user.name`, 'String')) = ?) AND has(JSONAllPaths(body_v2), 'user.name'))",
 				Args:        []any{"alice", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
@@ -848,14 +840,11 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "((toFloat64(assumeNotNull(dynamicElement(body_v2.user.address.zip, 'Int64'))) = ?) AND has(JSONAllPaths(body_v2), 'user.address.zip'))",
+				WhereClause: "((toFloat64(assumeNotNull(dynamicElement(body_v2.`user.address.zip`, 'Int64'))) = ?) AND has(JSONAllPaths(body_v2), 'user.address.zip'))",
 				Args:        []any{float64(110001), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
-		// ── indexed exists: index is skipped; emits plain IS NOT NULL ───────────
-		// EXISTS/NOT EXISTS bypass the index because indexed columns store a default
-		// empty value for absent fields, making != "" unreliable for existence checks
-		// (a field with value "" would be incorrectly excluded).
+		// ── indexed exists: emits assumeNotNull != nil AND dynamicElement IS NOT NULL ─
 		{
 			name: "Indexed String Exists",
 			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
@@ -864,8 +853,8 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "(dynamicElement(body_v2.`user.name`, 'String') IS NOT NULL)",
-				Args:        []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				WhereClause: "((assumeNotNull(dynamicElement(body_v2.`user.name`, 'String')) <> ? AND dynamicElement(body_v2.`user.name`, 'String') IS NOT NULL))",
+				Args:        []any{"", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 		// ── indexed not-equal: assumeNotNull wrapping + no path index ─────────
@@ -877,10 +866,26 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "(lower(assumeNotNull(dynamicElement(body_v2.user.name, 'String'))) <> ?)",
+				WhereClause: "(assumeNotNull(dynamicElement(body_v2.`user.name`, 'String')) <> ?)",
 				Args:        []any{"alice", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
+		// ── indexed not-exists: assumeNotNull = "" AND assumeNotNull IS NOT NULL ─
+		// FilterOperatorNotExists → Equal + emptyValue("") in the indexed branch,
+		// then a second condition flipped to Exists (IS NOT NULL) on the same
+		// assumeNotNull expr, producing AND(= "", IS NOT NULL).
+		{
+			name: "Indexed String NotExists",
+			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
+				Signal: telemetrytypes.SignalLogs,
+				Filter: &qbtypes.Filter{Expression: "body.user.name NOT EXISTS"},
+				Limit:  10,
+			},
+			expected: TestExpected{
+				WhereClause: "((assumeNotNull(dynamicElement(body_v2.`user.name`, 'String')) = ? AND dynamicElement(body_v2.`user.name`, 'String') IS NULL))",
+				Args:        []any{"", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
 
 		// ── special-character indexed paths ───────────────────────────────────
 		{
@@ -891,7 +896,7 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "(((toFloat64(assumeNotNull(dynamicElement(body_v2.`http-status`, 'Int64'))) = ?) AND has(JSONAllPaths(body_v2), 'http-status')) OR ((toFloat64OrNull(lower(assumeNotNull(dynamicElement(body_v2.`http-status`, 'String')))) = ?) AND has(JSONAllPaths(body_v2), 'http-status')))",
+				WhereClause: "(((toFloat64(assumeNotNull(dynamicElement(body_v2.`http-status`, 'Int64'))) = ?) AND has(JSONAllPaths(body_v2), 'http-status')) OR ((toFloat64OrNull(assumeNotNull(dynamicElement(body_v2.`http-status`, 'String'))) = ?) AND has(JSONAllPaths(body_v2), 'http-status')))",
 				Args:        []any{float64(200), float64(200), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
@@ -903,7 +908,7 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 				Limit:  10,
 			},
 			expected: TestExpected{
-				WhereClause: "((toFloat64(assumeNotNull(dynamicElement(body_v2.response.`time-taken`, 'Float64'))) > ?) AND has(JSONAllPaths(body_v2), 'response.time-taken'))",
+				WhereClause: "((toFloat64(assumeNotNull(dynamicElement(body_v2.`response.time-taken`, 'Float64'))) > ?) AND has(JSONAllPaths(body_v2), 'response.time-taken'))",
 				Args:        []any{float64(1.5), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
@@ -937,192 +942,20 @@ func TestJSONStmtBuilder_IndexedPaths(t *testing.T) {
 		})
 	}
 }
-
-func TestJSONStmtBuilder_SelectField(t *testing.T) {
-	enable, disable := jsonQueryTestUtil(t)
-	enable()
-	defer disable()
-	statementBuilder := buildJSONTestStatementBuilder(t, false)
-
-	cases := []struct {
-		name                string
-		requestType         qbtypes.RequestType
-		query               qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]
-		expected            qbtypes.Statement
-		expectedErrContains string
-	}{
-		{
-			name:        "select_x_education[].awards[].participated[].members",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal:       telemetrytypes.SignalLogs,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Limit:        10,
-				SelectFields: []telemetrytypes.TelemetryFieldKey{
-					{
-						Name: "education[].awards[].participated[].members",
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "user.name exists",
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->arrayConcat(arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AS `education[].awards[].participated[].members` FROM signoz_logs.distributed_logs_v2 WHERE (dynamicElement(body_v2.`user.name`, 'String') IS NOT NULL) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
-				Args:  []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-		{
-			name:        "select_x_education[].awards[].type",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal:       telemetrytypes.SignalLogs,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Limit:        10,
-				SelectFields: []telemetrytypes.TelemetryFieldKey{
-					{
-						Name: "education[].awards[].type",
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "user.name exists",
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->arrayConcat(arrayMap(`body_v2.education[].awards`->dynamicElement(`body_v2.education[].awards`.`type`, 'String'), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards`->dynamicElement(`body_v2.education[].awards`.`type`, 'String'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AS `education[].awards[].type` FROM signoz_logs.distributed_logs_v2 WHERE (dynamicElement(body_v2.`user.name`, 'String') IS NOT NULL) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
-				Args:  []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-		{
-			name:        "select_x_user.name",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal:       telemetrytypes.SignalLogs,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Limit:        10,
-				SelectFields: []telemetrytypes.TelemetryFieldKey{
-					{
-						Name: "user.name",
-					},
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, dynamicElement(body_v2.`user.name`, 'String') AS `user.name` FROM signoz_logs.distributed_logs_v2 WHERE timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
-				Args:  []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-	}
-
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
-			if c.expectedErrContains != "" {
-				require.Error(t, err)
-				require.Contains(t, err.Error(), c.expectedErrContains)
-			} else {
-				require.NoError(t, err)
-				require.Equal(t, c.expected.Query, q.Query)
-				require.Equal(t, c.expected.Args, q.Args)
-				require.Equal(t, c.expected.Warnings, q.Warnings)
-			}
-		})
-	}
-}
-
-func TestJSONStmtBuilder_OrderBy(t *testing.T) {
-	enable, disable := jsonQueryTestUtil(t)
-	enable()
-	defer disable()
-	statementBuilder := buildJSONTestStatementBuilder(t, false)
-
-	cases := []struct {
-		name                string
-		requestType         qbtypes.RequestType
-		query               qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]
-		expected            qbtypes.Statement
-		expectedErrContains string
-	}{
-		{
-			name:        "order_by_education[].awards[].participated[].members",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal:       telemetrytypes.SignalLogs,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Limit:        10,
-				Order: []qbtypes.OrderBy{
-					{
-						Key: qbtypes.OrderByKey{
-							TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name: "education[].awards[].participated[].members",
-							},
-						},
-						Direction: qbtypes.OrderDirectionAsc,
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "user.name exists",
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE (dynamicElement(body_v2.`user.name`, 'String') IS NOT NULL) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->arrayConcat(arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AS `education[].awards[].participated[].members` asc LIMIT ?",
-				Args:  []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-		{
-			name:        "order_by_user.name",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal:       telemetrytypes.SignalLogs,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Limit:        10,
-				Order: []qbtypes.OrderBy{
-					{
-						Key: qbtypes.OrderByKey{
-							TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name: "user.name",
-							},
-						},
-						Direction: qbtypes.OrderDirectionAsc,
-					},
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? ORDER BY dynamicElement(body_v2.`user.name`, 'String') AS `user.name` asc LIMIT ?",
-				Args:  []any{"1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-		},
-	}
-
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			q, err := statementBuilder.Build(context.Background(), 1747947419000, 1747983448000, c.requestType, c.query, nil)
-			if c.expectedErrContains != "" {
-				require.Error(t, err)
-				require.Contains(t, err.Error(), c.expectedErrContains)
-			} else {
-				require.NoError(t, err)
-				require.Equal(t, c.expected.Query, q.Query)
-				require.Equal(t, c.expected.Args, q.Args)
-				require.Equal(t, c.expected.Warnings, q.Warnings)
-			}
-		})
-	}
-}
-
 func buildTestTelemetryMetadataStore(t *testing.T, addIndexes bool) *telemetrytypestest.MockMetadataStore {
 	mockMetadataStore := telemetrytypestest.NewMockMetadataStore()
 	mockMetadataStore.SetStaticFields(IntrinsicFields)
 	types, _ := telemetrytypes.TestJSONTypeSet()
-	for path, fieldDataTypes := range types {
-		for _, fdt := range fieldDataTypes {
+	for path, jsonTypes := range types {
+		for _, jsonType := range jsonTypes {
 			key := &telemetrytypes.TelemetryFieldKey{
 				Name:          path,
 				Signal:        telemetrytypes.SignalLogs,
 				FieldContext:  telemetrytypes.FieldContextBody,
-				FieldDataType: fdt,
+				FieldDataType: telemetrytypes.MappingJSONDataTypeToFieldDataType[jsonType],
+				JSONDataType:  &jsonType,
 			}
 			if addIndexes {
-				jsonType := telemetrytypes.MappingFieldDataTypeToJSONDataType[fdt]
 				idx := slices.IndexFunc(telemetrytypes.TestIndexedPaths, func(entry telemetrytypes.TestIndexedPathEntry) bool {
 					return entry.Path == path && entry.Type == jsonType
 				})

pkg/telemetrylogs/stmt_builder_test.go

@@ -875,6 +875,7 @@ func TestAdjustKey(t *testing.T) {
 			require.Equal(t, c.expectedKey.FieldContext, key.FieldContext, "field context should match")
 			require.Equal(t, c.expectedKey.FieldDataType, key.FieldDataType, "field data type should match")
 			require.Equal(t, c.expectedKey.Materialized, key.Materialized, "materialized should match")
+			require.Equal(t, c.expectedKey.JSONDataType, key.JSONDataType, "json data type should match")
 			require.Equal(t, c.expectedKey.Indexes, key.Indexes, "json exists should match")
 		})
 	}

pkg/telemetrymetadata/body_json_metadata.go

@@ -21,84 +21,133 @@ import (
 )
 
 var (
+	defaultPathLimit = 100 // Default limit to prevent full table scans
+
+	CodeUnknownJSONDataType     = errors.MustNewCode("unknown_json_data_type")
 	CodeFailLoadPromotedPaths   = errors.MustNewCode("fail_load_promoted_paths")
 	CodeFailCheckPathPromoted   = errors.MustNewCode("fail_check_path_promoted")
+	CodeFailIterateBodyJSONKeys = errors.MustNewCode("fail_iterate_body_json_keys")
+	CodeFailExtractBodyJSONKeys = errors.MustNewCode("fail_extract_body_json_keys")
 	CodeFailLoadLogsJSONIndexes = errors.MustNewCode("fail_load_logs_json_indexes")
 	CodeFailListJSONValues      = errors.MustNewCode("fail_list_json_values")
 	CodeFailScanJSONValue       = errors.MustNewCode("fail_scan_json_value")
 	CodeFailScanVariant         = errors.MustNewCode("fail_scan_variant")
+	CodeFailBuildJSONPathsQuery = errors.MustNewCode("fail_build_json_paths_query")
+	CodeNoPathsToQueryIndexes   = errors.MustNewCode("no_paths_to_query_indexes_provided")
 
 	CodeFailedToPrepareBatch = errors.MustNewCode("failed_to_prepare_batch_promoted_paths")
 	CodeFailedToSendBatch    = errors.MustNewCode("failed_to_send_batch_promoted_paths")
 	CodeFailedToAppendPath   = errors.MustNewCode("failed_to_append_path_promoted_paths")
 )
 
-// enrichJSONKeys enriches body-context keys with promoted path info, indexes,
-// and JSON access plans. parentTypeCache contains parent array types (ArrayJSON/ArrayDynamic)
-// pre-fetched in the main UNION query.
+// fetchBodyJSONPaths extracts body JSON paths from the path_types table
+// This function can be used by both JSONQueryBuilder and metadata extraction
+// uniquePathLimit: 0 for no limit, >0 for maximum number of unique paths to return
+//   - For startup load: set to 10000 to get top 10k unique paths
+//   - For lookup: set to 0 (no limit needed for single path)
+//   - For metadata API: set to desired pagination limit
 //
-// NOTE: enrichment can not work with FuzzySelectors; QB requests exact matches for query building so
-// parentTypeCache will actually have proper matches and
-// FuzzyMatching is for Suggestions API so enrichment is not needed.
-func (t *telemetryMetaStore) enrichJSONKeys(ctx context.Context, selectors []*telemetrytypes.FieldKeySelector, keys []*telemetrytypes.TelemetryFieldKey, parentTypeCache map[string][]telemetrytypes.FieldDataType) error {
-	mapOfExactSelectors := make(map[string]*telemetrytypes.FieldKeySelector)
-	for _, selector := range selectors {
-		if selector.SelectorMatchType != telemetrytypes.FieldSelectorMatchTypeExact {
-			continue
+// searchOperator: LIKE for pattern matching, EQUAL for exact match.
+func (t *telemetryMetaStore) fetchBodyJSONPaths(ctx context.Context,
+	fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, []string, bool, error) {
+	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
+		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalLogs.StringValue(),
+		instrumentationtypes.CodeNamespace:    "metadata",
+		instrumentationtypes.CodeFunctionName: "fetchBodyJSONPaths",
+	})
+
+	query, args, limit := buildGetBodyJSONPathsQuery(fieldKeySelectors)
+	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, nil, false, errors.WrapInternalf(err, CodeFailExtractBodyJSONKeys, "failed to extract body JSON keys")
+	}
+	defer rows.Close()
+
+	fieldKeys := []*telemetrytypes.TelemetryFieldKey{}
+	paths := []string{}
+	rowCount := 0
+	for rows.Next() {
+		var path string
+		var typesArray []string // ClickHouse returns array as []string
+		var lastSeen uint64
+
+		err = rows.Scan(&path, &typesArray, &lastSeen)
+		if err != nil {
+			return nil, nil, false, errors.WrapInternalf(err, CodeFailExtractBodyJSONKeys, "failed to scan body JSON key row")
 		}
 
-		mapOfExactSelectors[selector.Name] = selector
-	}
-
-	var filteredKeys []*telemetrytypes.TelemetryFieldKey
-	for _, key := range keys {
-		if key.FieldContext == telemetrytypes.FieldContextBody && mapOfExactSelectors[key.Name] != nil {
-			filteredKeys = append(filteredKeys, key)
+		for _, typ := range typesArray {
+			mapping, found := telemetrytypes.MappingStringToJSONDataType[typ]
+			if !found {
+				t.logger.ErrorContext(ctx, "failed to map type string to JSON data type", slog.String("type", typ), slog.String("path", path))
+				continue
+			}
+			fieldKeys = append(fieldKeys, &telemetrytypes.TelemetryFieldKey{
+				Name:          path,
+				Signal:        telemetrytypes.SignalLogs,
+				FieldContext:  telemetrytypes.FieldContextBody,
+				FieldDataType: telemetrytypes.MappingJSONDataTypeToFieldDataType[mapping],
+				JSONDataType:  &mapping,
+			})
 		}
+
+		paths = append(paths, path)
+		rowCount++
+	}
+	if rows.Err() != nil {
+		return nil, nil, false, errors.WrapInternalf(rows.Err(), CodeFailIterateBodyJSONKeys, "error iterating body JSON keys")
 	}
 
-	if len(filteredKeys) == 0 {
-		return nil
-	}
-
-	paths := make([]string, 0, len(filteredKeys))
-	for _, key := range filteredKeys {
-		paths = append(paths, key.Name)
-	}
-
-	// fetch promoted paths
-	promoted, err := t.GetPromotedPaths(ctx, paths...)
-	if err != nil {
-		return err
-	}
-
-	// fetch JSON path indexes
-	indexes, err := t.getJSONPathIndexes(ctx, paths...)
-	if err != nil {
-		return err
-	}
-
-	// apply promoted/index metadata to keys
-	for _, key := range filteredKeys {
-		promotedKey := strings.Split(key.Name, telemetrytypes.ArraySep)[0]
-		key.Materialized = promoted[promotedKey]
-		key.Indexes = indexes[key.Name]
-	}
-
-	// build JSON access plans using the pre-fetched parent type cache
-	return t.buildJSONPlans(filteredKeys, parentTypeCache)
+	return fieldKeys, paths, rowCount <= limit, nil
 }
 
-// buildJSONPlans builds JSON access plans for the given keys
-// using the provided parent type cache (pre-fetched in the main UNION query).
-func (t *telemetryMetaStore) buildJSONPlans(keys []*telemetrytypes.TelemetryFieldKey, typeCache map[string][]telemetrytypes.FieldDataType) error {
-	if len(keys) == 0 {
-		return nil
+func (t *telemetryMetaStore) buildBodyJSONPaths(ctx context.Context,
+	fieldKeySelectors []*telemetrytypes.FieldKeySelector) ([]*telemetrytypes.TelemetryFieldKey, bool, error) {
+
+	fieldKeys, paths, finished, err := t.fetchBodyJSONPaths(ctx, fieldKeySelectors)
+	if err != nil {
+		return nil, false, err
 	}
 
-	columnMeta := t.jsonColumnMetadata[telemetrytypes.SignalLogs][telemetrytypes.FieldContextBody]
+	promoted, err := t.GetPromotedPaths(ctx, paths...)
+	if err != nil {
+		return nil, false, err
+	}
+
+	indexes, err := t.getJSONPathIndexes(ctx, paths...)
+	if err != nil {
+		return nil, false, err
+	}
+
+	for _, fieldKey := range fieldKeys {
+		promotedKey := strings.Split(fieldKey.Name, telemetrytypes.ArraySep)[0]
+		fieldKey.Materialized = promoted[promotedKey]
+		fieldKey.Indexes = indexes[fieldKey.Name]
+	}
+
+	return fieldKeys, finished, t.buildJSONPlans(ctx, fieldKeys)
+}
+
+func (t *telemetryMetaStore) buildJSONPlans(ctx context.Context, keys []*telemetrytypes.TelemetryFieldKey) error {
+	parentSelectors := make([]*telemetrytypes.FieldKeySelector, 0, len(keys))
 	for _, key := range keys {
-		if err := key.SetJSONAccessPlan(columnMeta, typeCache); err != nil {
+		parentSelectors = append(parentSelectors, key.ArrayParentSelectors()...)
+	}
+
+	parentKeys, _, _, err := t.fetchBodyJSONPaths(ctx, parentSelectors)
+	if err != nil {
+		return err
+	}
+
+	typeCache := make(map[string][]telemetrytypes.JSONDataType)
+	for _, key := range parentKeys {
+		typeCache[key.Name] = append(typeCache[key.Name], *key.JSONDataType)
+	}
+
+	// build plans for keys now
+	for _, key := range keys {
+		err = key.SetJSONAccessPlan(t.jsonColumnMetadata[telemetrytypes.SignalLogs][telemetrytypes.FieldContextBody], typeCache)
+		if err != nil {
 			return err
 		}
 	}
@@ -106,6 +155,51 @@ func (t *telemetryMetaStore) buildJSONPlans(keys []*telemetrytypes.TelemetryFiel
 	return nil
 }
 
+func buildGetBodyJSONPathsQuery(fieldKeySelectors []*telemetrytypes.FieldKeySelector) (string, []any, int) {
+	if len(fieldKeySelectors) == 0 {
+		return "", nil, defaultPathLimit
+	}
+	from := fmt.Sprintf("%s.%s", DBName, PathTypesTableName)
+
+	// Build a better query using GROUP BY to deduplicate at database level
+	// This aggregates all types per path and gets the max last_seen, then applies LIMIT
+	sb := sqlbuilder.Select(
+		"path",
+		"groupArray(DISTINCT type) AS types",
+		"max(last_seen) AS last_seen",
+	).From(from)
+
+	limit := 0
+	// Add search filter if provided
+	orClauses := []string{}
+	for _, fieldKeySelector := range fieldKeySelectors {
+		// replace [*] with []
+		fieldKeySelector.Name = strings.ReplaceAll(fieldKeySelector.Name, telemetrytypes.ArrayAnyIndex, telemetrytypes.ArraySep)
+		// Extract search text for body JSON keys
+		keyName := CleanPathPrefixes(fieldKeySelector.Name)
+		if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
+			orClauses = append(orClauses, sb.Equal("path", keyName))
+		} else {
+			// Pattern matching for metadata API (defaults to LIKE behavior for other operators)
+			orClauses = append(orClauses, sb.ILike("path", fmt.Sprintf("%%%s%%", querybuilder.FormatValueForContains(keyName))))
+		}
+		limit += fieldKeySelector.Limit
+	}
+	sb.Where(sb.Or(orClauses...))
+	// Group by path to get unique paths with aggregated types
+	sb.GroupBy("path")
+
+	// Order by max last_seen to get most recent paths first
+	sb.OrderBy("last_seen DESC")
+	if limit == 0 {
+		limit = defaultPathLimit
+	}
+	sb.Limit(limit)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	return query, args, limit
+}
+
 func (t *telemetryMetaStore) getJSONPathIndexes(ctx context.Context, paths ...string) (map[string][]telemetrytypes.JSONDataTypeIndex, error) {
 	filteredPaths := []string{}
 	for _, path := range paths {

pkg/telemetrymetadata/body_json_metadata_test.go

@@ -7,9 +7,99 @@ import (
 	"github.com/SigNoz/signoz-otel-collector/constants"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/stretchr/testify/require"
 )
 
+func TestBuildGetBodyJSONPathsQuery(t *testing.T) {
+	testCases := []struct {
+		name              string
+		fieldKeySelectors []*telemetrytypes.FieldKeySelector
+		expectedSQL       string
+		expectedArgs      []any
+		expectedLimit     int
+	}{
+
+		{
+			name: "Single search text with EQUAL operator",
+			fieldKeySelectors: []*telemetrytypes.FieldKeySelector{
+				{
+					Name:              "user.name",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact,
+				},
+			},
+			expectedSQL:   "SELECT path, groupArray(DISTINCT type) AS types, max(last_seen) AS last_seen FROM signoz_metadata.distributed_field_keys WHERE (path = ?) GROUP BY path ORDER BY last_seen DESC LIMIT ?",
+			expectedArgs:  []any{"user.name", defaultPathLimit},
+			expectedLimit: defaultPathLimit,
+		},
+		{
+			name: "Single search text with LIKE operator",
+			fieldKeySelectors: []*telemetrytypes.FieldKeySelector{
+				{
+					Name:              "user",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
+				},
+			},
+			expectedSQL:   "SELECT path, groupArray(DISTINCT type) AS types, max(last_seen) AS last_seen FROM signoz_metadata.distributed_field_keys WHERE (LOWER(path) LIKE LOWER(?)) GROUP BY path ORDER BY last_seen DESC LIMIT ?",
+			expectedArgs:  []any{"%user%", 100},
+			expectedLimit: 100,
+		},
+		{
+			name: "Multiple search texts with EQUAL operator",
+			fieldKeySelectors: []*telemetrytypes.FieldKeySelector{
+				{
+					Name:              "user.name",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact,
+				},
+				{
+					Name:              "user.age",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact,
+				},
+			},
+			expectedSQL:   "SELECT path, groupArray(DISTINCT type) AS types, max(last_seen) AS last_seen FROM signoz_metadata.distributed_field_keys WHERE (path = ? OR path = ?) GROUP BY path ORDER BY last_seen DESC LIMIT ?",
+			expectedArgs:  []any{"user.name", "user.age", defaultPathLimit},
+			expectedLimit: defaultPathLimit,
+		},
+		{
+			name: "Multiple search texts with LIKE operator",
+			fieldKeySelectors: []*telemetrytypes.FieldKeySelector{
+				{
+					Name:              "user",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
+				},
+				{
+					Name:              "admin",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
+				},
+			},
+			expectedSQL:   "SELECT path, groupArray(DISTINCT type) AS types, max(last_seen) AS last_seen FROM signoz_metadata.distributed_field_keys WHERE (LOWER(path) LIKE LOWER(?) OR LOWER(path) LIKE LOWER(?)) GROUP BY path ORDER BY last_seen DESC LIMIT ?",
+			expectedArgs:  []any{"%user%", "%admin%", defaultPathLimit},
+			expectedLimit: defaultPathLimit,
+		},
+		{
+			name: "Search with Contains operator (should default to LIKE)",
+			fieldKeySelectors: []*telemetrytypes.FieldKeySelector{
+				{
+					Name:              "test",
+					SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy,
+				},
+			},
+			expectedSQL:   "SELECT path, groupArray(DISTINCT type) AS types, max(last_seen) AS last_seen FROM signoz_metadata.distributed_field_keys WHERE (LOWER(path) LIKE LOWER(?)) GROUP BY path ORDER BY last_seen DESC LIMIT ?",
+			expectedArgs:  []any{"%test%", defaultPathLimit},
+			expectedLimit: defaultPathLimit,
+		},
+	}
+
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			query, args, limit := buildGetBodyJSONPathsQuery(tc.fieldKeySelectors)
+			require.Equal(t, tc.expectedSQL, query)
+			require.Equal(t, tc.expectedArgs, args)
+			require.Equal(t, tc.expectedLimit, limit)
+		})
+	}
+}
+
 func TestBuildListLogsJSONIndexesQuery(t *testing.T) {
 	testCases := []struct {
 		name         string

pkg/telemetrymetadata/metadata.go

@@ -397,156 +397,90 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors
 	// tables to query based on field selectors
 	queryAttributeTable := false
 	queryResourceTable := false
-	queryBodyTable := false
 
 	for _, selector := range fieldKeySelectors {
 		if selector.FieldContext == telemetrytypes.FieldContextUnspecified {
-			// unspecified context, query all tables
+			// unspecified context, query both tables
 			queryAttributeTable = true
 			queryResourceTable = true
-			queryBodyTable = true
 			break
 		} else if selector.FieldContext == telemetrytypes.FieldContextAttribute {
 			queryAttributeTable = true
 		} else if selector.FieldContext == telemetrytypes.FieldContextResource {
 			queryResourceTable = true
-		} else if selector.FieldContext == telemetrytypes.FieldContextBody {
-			queryBodyTable = true
 		}
 	}
 
-	// body keys are gated behind the feature flag
-	queryBodyTable = queryBodyTable && querybuilder.BodyJSONQueryEnabled
-
-	// requestedFieldKeySelectors is the set of names the user explicitly asked for.
-	// Used to ensure a name that is both a parent path AND a directly requested field still surfaces
-	// in the result keys (e.g. "a.b[].c" is a parent of "a.b[].c[].d" but also a queried field).
-	mapOfRequestedSelectors := make(map[string]bool)
-	for _, sel := range fieldKeySelectors {
-		if sel.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
-			mapOfRequestedSelectors[sel.Name] = true
-		}
+	tablesToQuery := []struct {
+		fieldContext telemetrytypes.FieldContext
+		shouldQuery  bool
+	}{
+		{telemetrytypes.FieldContextAttribute, queryAttributeTable},
+		{telemetrytypes.FieldContextResource, queryResourceTable},
 	}
 
-	// pre-compute parent array path names from body selectors for JSON plan building;
-	// these will be fetched as a separate UNION arm filtered to ArrayJSON/ArrayDynamic only.
-	parentPaths := make(map[string]bool)
-	if queryBodyTable {
-		for _, sel := range fieldKeySelectors {
-			if sel.FieldContext != telemetrytypes.FieldContextBody &&
-				sel.FieldContext != telemetrytypes.FieldContextUnspecified {
-				continue
-			}
-			key := &telemetrytypes.TelemetryFieldKey{
-				Name:         sel.Name,
-				Signal:       telemetrytypes.SignalLogs,
-				FieldContext: telemetrytypes.FieldContextBody,
-			}
-			if !key.KeyNameContainsArray() {
-				continue
-			}
-			for _, parent := range key.ArrayParentPaths() {
-				parentPaths[parent] = true
-			}
+	for _, table := range tablesToQuery {
+		if !table.shouldQuery {
+			continue
+		}
+
+		fieldContext := table.fieldContext
+
+		// table name based on field context
+		var tblName string
+		if fieldContext == telemetrytypes.FieldContextAttribute {
+			tblName = t.logsDBName + "." + t.logAttributeKeysTblName
+		} else {
+			tblName = t.logsDBName + "." + t.logResourceKeysTblName
 		}
-	}
 
-	// attribute and resource tables share identical schema (name/datatype columns, lower-cased select,
-	// TagDataType encoding) — only the table name and field context differ.
-	addTagTableQuery := func(tblName string, fieldContext telemetrytypes.FieldContext) {
 		sb := sqlbuilder.Select(
 			"name AS tag_key",
 			fmt.Sprintf("'%s' AS tag_type", fieldContext.TagType()),
-			"lower(datatype) AS tag_data_type", // logs had historical mixed-case data
-			fmt.Sprintf("%d AS priority", getPriorityForContext(fieldContext)),
+			"lower(datatype) AS tag_data_type", // in logs, we had some historical data with capital and small case
+			fmt.Sprintf(`%d AS priority`, getPriorityForContext(fieldContext)),
 		).From(tblName)
 
+		var limit int
 		conds := []string{}
-		for _, sel := range fieldKeySelectors {
+
+		for _, fieldKeySelector := range fieldKeySelectors {
 			// Include this selector if:
 			// 1. It has unspecified context (matches all tables)
 			// 2. Its context matches the current table's context
-			if sel.FieldContext != telemetrytypes.FieldContextUnspecified && sel.FieldContext != fieldContext {
+			if fieldKeySelector.FieldContext != telemetrytypes.FieldContextUnspecified &&
+				fieldKeySelector.FieldContext != fieldContext {
 				continue
 			}
+
+			// key part of the selector
 			fieldKeyConds := []string{}
-			if sel.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
-				fieldKeyConds = append(fieldKeyConds, sb.E("name", sel.Name))
+			if fieldKeySelector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
+				fieldKeyConds = append(fieldKeyConds, sb.E("name", fieldKeySelector.Name))
 			} else {
-				fieldKeyConds = append(fieldKeyConds, sb.ILike("name", "%"+escapeForLike(sel.Name)+"%"))
+				fieldKeyConds = append(fieldKeyConds, sb.ILike("name", "%"+escapeForLike(fieldKeySelector.Name)+"%"))
 			}
-			if sel.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
-				fieldKeyConds = append(fieldKeyConds, sb.E("datatype", sel.FieldDataType.TagDataType()))
+
+			// now look at the field data type
+			if fieldKeySelector.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
+				fieldKeyConds = append(fieldKeyConds, sb.E("datatype", fieldKeySelector.FieldDataType.TagDataType()))
 			}
+
 			if len(fieldKeyConds) > 0 {
 				conds = append(conds, sb.And(fieldKeyConds...))
 			}
+			limit += fieldKeySelector.Limit
 		}
+
 		if len(conds) > 0 {
 			sb.Where(sb.Or(conds...))
 		}
+
 		sb.GroupBy("name", "datatype")
-		query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-		queries = append(queries, query)
-		allArgs = append(allArgs, args...)
-	}
-
-	if queryAttributeTable {
-		addTagTableQuery(t.logsDBName+"."+t.logAttributeKeysTblName, telemetrytypes.FieldContextAttribute)
-	}
-	if queryResourceTable {
-		addTagTableQuery(t.logsDBName+"."+t.logResourceKeysTblName, telemetrytypes.FieldContextResource)
-	}
-
-	// body context uses a different table/schema (field_name, field_data_type) and requires
-	// signal+context base filters. It also fetches parent array container types (ArrayJSON/ArrayDynamic)
-	// needed for JSON access plan building.
-	if queryBodyTable {
-		sb := sqlbuilder.Select(
-			"field_name AS tag_key",
-			fmt.Sprintf("'%s' AS tag_type", telemetrytypes.FieldContextBody.TagType()),
-			"field_data_type AS tag_data_type",
-			fmt.Sprintf("%d AS priority", getPriorityForContext(telemetrytypes.FieldContextBody)),
-		).From(fmt.Sprintf("%s.%s", DBName, FieldKeysTable))
-
-		sb.Where(sb.E("signal", telemetrytypes.SignalLogs.StringValue()))
-		sb.Where(sb.E("field_context", telemetrytypes.FieldContextBody.StringValue()))
-
-		branches := []string{}
-		for _, sel := range fieldKeySelectors {
-			if sel.FieldContext != telemetrytypes.FieldContextUnspecified && sel.FieldContext != telemetrytypes.FieldContextBody {
-				continue
-			}
-			fieldKeyConds := []string{}
-			if sel.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeExact {
-				fieldKeyConds = append(fieldKeyConds, sb.E("field_name", sel.Name))
-			} else {
-				fieldKeyConds = append(fieldKeyConds, sb.ILike("field_name", "%"+escapeForLike(sel.Name)+"%"))
-			}
-			if sel.FieldDataType != telemetrytypes.FieldDataTypeUnspecified {
-				fieldKeyConds = append(fieldKeyConds, sb.E("field_data_type", sel.FieldDataType.StringValue()))
-			}
-			if len(fieldKeyConds) > 0 {
-				branches = append(branches, sb.And(fieldKeyConds...))
-			}
+		if limit == 0 {
+			limit = 1000
 		}
-		if len(parentPaths) > 0 {
-			names := make([]any, 0, len(parentPaths))
-			for n := range parentPaths {
-				names = append(names, n)
-			}
-			branches = append(branches, sb.And(
-				sb.In("field_name", names...),
-				sb.In("field_data_type",
-					telemetrytypes.FieldDataTypeArrayDynamic.StringValue(),
-					telemetrytypes.FieldDataTypeArrayJSON.StringValue(),
-				),
-			))
-		}
-		if len(branches) > 0 {
-			sb.Where(sb.Or(branches...))
-		}
-		sb.GroupBy("field_name", "field_data_type")
+
 		query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 		queries = append(queries, query)
 		allArgs = append(allArgs, args...)
@@ -583,7 +517,6 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors
 	defer rows.Close()
 
 	keys := []*telemetrytypes.TelemetryFieldKey{}
-	parentTypes := make(map[string][]telemetrytypes.FieldDataType)
 	rowCount := 0
 	searchTexts := []string{}
 
@@ -607,21 +540,6 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors
 		if err != nil {
 			return nil, false, errors.Wrap(err, errors.TypeInternal, errors.CodeInternal, ErrFailedToGetLogsKeys.Error())
 		}
-
-		// ArrayJSON/ArrayDynamic body rows for parent paths are needed by the JSON access plan
-		// builder (enrichJSONKeys). Always record them in parentTypes. Only skip adding to keys
-		// if the user did not also directly request this name — a field like "education" can be
-		// both a parent of "education[].name" and an explicitly queried field in its own right.
-		switch fieldDataType {
-		case telemetrytypes.FieldDataTypeArrayJSON, telemetrytypes.FieldDataTypeArrayDynamic:
-			if fieldContext == telemetrytypes.FieldContextBody && parentPaths[name] {
-				parentTypes[name] = append(parentTypes[name], fieldDataType)
-				if !mapOfRequestedSelectors[name] {
-					continue // skip; don't register the key.
-				}
-			}
-		}
-
 		key, ok := mapOfKeys[name+";"+fieldContext.StringValue()+";"+fieldDataType.StringValue()]
 
 		// if there is no materialised column, create a key with the field context and data type
@@ -675,11 +593,13 @@ func (t *telemetryMetaStore) getLogsKeys(ctx context.Context, fieldKeySelectors
 		}
 	}
 
-	// enrich body keys with promoted paths, indexes, and JSON access plans
 	if querybuilder.BodyJSONQueryEnabled {
-		if err := t.enrichJSONKeys(ctx, fieldKeySelectors, keys, parentTypes); err != nil {
-			return nil, false, err
+		bodyJSONPaths, finished, err := t.buildBodyJSONPaths(ctx, fieldKeySelectors) // LIKE for pattern matching
+		if err != nil {
+			t.logger.ErrorContext(ctx, "failed to extract body JSON paths", errors.Attr(err))
 		}
+		keys = append(keys, bodyJSONPaths...)
+		complete = complete && finished
 	}
 
 	if _, err := t.updateColumnEvolutionMetadataForKeys(ctx, keys); err != nil {

pkg/telemetrymetadata/tables.go

@@ -1,13 +1,13 @@
 package telemetrymetadata
 
-import otelconst "github.com/SigNoz/signoz-otel-collector/constants"
+import otelcollectorconst "github.com/SigNoz/signoz-otel-collector/constants"
 
 const (
 	DBName                           = "signoz_metadata"
 	AttributesMetadataTableName      = "distributed_attributes_metadata"
 	AttributesMetadataLocalTableName = "attributes_metadata"
 	ColumnEvolutionMetadataTableName = "distributed_column_evolution_metadata"
-	FieldKeysTable                   = otelconst.DistributedFieldKeysTable
+	PathTypesTableName               = otelcollectorconst.DistributedFieldKeysTable
 	// Column Evolution table stores promoted paths as (signal, column_name, field_context, field_name); see signoz-otel-collector metadata_migrations.
 	PromotedPathsTableName = "distributed_column_evolution_metadata"
 	SkipIndexTableName     = "system.data_skipping_indices"

pkg/types/telemetrytypes/field.go

@@ -37,6 +37,7 @@ type TelemetryFieldKey struct {
 	FieldContext  FieldContext  `json:"fieldContext,omitzero"`
 	FieldDataType FieldDataType `json:"fieldDataType,omitzero"`
 
+	JSONDataType *JSONDataType       `json:"-"`
 	JSONPlan     JSONAccessPlan      `json:"-"`
 	Indexes      []JSONDataTypeIndex `json:"-"`
 	Materialized bool                `json:"-"` // refers to promoted in case of body.... fields
@@ -79,11 +80,6 @@ func (f *TelemetryFieldKey) ArrayParentSelectors() []*FieldKeySelector {
 	return selectors
 }
 
-// GetJSONDataType derives the JSONDataType from FieldDataType.
-func (f *TelemetryFieldKey) GetJSONDataType() JSONDataType {
-	return MappingFieldDataTypeToJSONDataType[f.FieldDataType]
-}
-
 func (f TelemetryFieldKey) String() string {
 	var sb strings.Builder
 	fmt.Fprintf(&sb, "name=%s", f.Name)
@@ -96,6 +92,9 @@ func (f TelemetryFieldKey) String() string {
 	if f.Materialized {
 		sb.WriteString(",materialized=true")
 	}
+	if f.JSONDataType != nil {
+		fmt.Fprintf(&sb, ",jsondatatype=%s", f.JSONDataType.StringValue())
+	}
 	if len(f.Indexes) > 0 {
 		sb.WriteString(",indexes=[")
 		for i, index := range f.Indexes {
@@ -118,6 +117,7 @@ func (f TelemetryFieldKey) Text() string {
 func (f *TelemetryFieldKey) OverrideMetadataFrom(src *TelemetryFieldKey) {
 	f.FieldContext = src.FieldContext
 	f.FieldDataType = src.FieldDataType
+	f.JSONDataType = src.JSONDataType
 	f.Indexes = src.Indexes
 	f.Materialized = src.Materialized
 	f.JSONPlan = src.JSONPlan

pkg/types/telemetrytypes/field_datatype.go

@@ -31,7 +31,7 @@ var (
 	FieldDataTypeArrayInt64  = FieldDataType{valuer.NewString("[]int64")}
 	FieldDataTypeArrayNumber = FieldDataType{valuer.NewString("[]number")}
 
-	FieldDataTypeArrayJSON    = FieldDataType{valuer.NewString("[]json")}
+	FieldDataTypeArrayObject  = FieldDataType{valuer.NewString("[]object")}
 	FieldDataTypeArrayDynamic = FieldDataType{valuer.NewString("[]dynamic")}
 
 	// Map string representations to FieldDataType values
@@ -51,7 +51,7 @@ var (
 		"int8":   FieldDataTypeNumber,
 		"int16":  FieldDataTypeNumber,
 		"int32":  FieldDataTypeNumber,
-		"int64":  FieldDataTypeInt64,
+		"int64":  FieldDataTypeNumber,
 		"uint":   FieldDataTypeNumber,
 		"uint8":  FieldDataTypeNumber,
 		"uint16": FieldDataTypeNumber,
@@ -72,8 +72,6 @@ var (
 		"[]float64": FieldDataTypeArrayFloat64,
 		"[]number":  FieldDataTypeArrayNumber,
 		"[]bool":    FieldDataTypeArrayBool,
-		"[]json":    FieldDataTypeArrayJSON,
-		"[]dynamic": FieldDataTypeArrayDynamic,
 
 		// c-style array types
 		"string[]":  FieldDataTypeArrayString,
@@ -81,8 +79,6 @@ var (
 		"float64[]": FieldDataTypeArrayFloat64,
 		"number[]":  FieldDataTypeArrayNumber,
 		"bool[]":    FieldDataTypeArrayBool,
-		"json[]":    FieldDataTypeArrayJSON,
-		"dynamic[]": FieldDataTypeArrayDynamic,
 	}
 
 	fieldDataTypeToCHDataType = map[FieldDataType]string{

pkg/types/telemetrytypes/json_access_plan.go

@@ -19,8 +19,7 @@ var (
 	BranchJSON    = JSONAccessBranchType{valuer.NewString("json")}
 	BranchDynamic = JSONAccessBranchType{valuer.NewString("dynamic")}
 
-	CodePlanIndexOutOfBounds     = errors.MustNewCode("plan_index_out_of_bounds")
-	CodePlanFieldDataTypeMissing = errors.MustNewCode("field_data_type_missing")
+	CodePlanIndexOutOfBounds = errors.MustNewCode("plan_index_out_of_bounds")
 )
 
 type JSONColumnMetadata struct {
@@ -43,6 +42,9 @@ type JSONAccessNode struct {
 	IsTerminal bool
 	isRoot     bool // marked true for only body_v2 and body_promoted
 
+	// Precomputed type information (single source of truth)
+	AvailableTypes []JSONDataType
+
 	// Array type branches (Array(JSON) vs Array(Dynamic))
 	Branches map[JSONAccessBranchType]*JSONAccessNode
 
@@ -104,7 +106,7 @@ type planBuilder struct {
 	paths      []string // cumulative paths for type cache lookups
 	segments   []string // individual path segments for node names
 	isPromoted bool
-	typeCache  map[string][]FieldDataType
+	typeCache  map[string][]JSONDataType
 }
 
 // buildPlan recursively builds the path plan tree.
@@ -136,41 +138,34 @@ func (pb *planBuilder) buildPlan(index int, parent *JSONAccessNode, isDynArrChil
 		}
 	}
 
+	// Use cached types from the batched metadata query
+	types, ok := pb.typeCache[pathSoFar]
+	if !ok {
+		return nil, errors.NewInternalf(errors.CodeInvalidInput, "types missing for path %s", pathSoFar)
+	}
+
 	// Create node for this path segment
 	node := &JSONAccessNode{
 		Name:            segmentName,
 		IsTerminal:      isTerminal,
+		AvailableTypes:  types,
 		Branches:        make(map[JSONAccessBranchType]*JSONAccessNode),
 		Parent:          parent,
 		MaxDynamicTypes: maxTypes,
 		MaxDynamicPaths: maxPaths,
 	}
 
+	hasJSON := slices.Contains(node.AvailableTypes, ArrayJSON)
+	hasDynamic := slices.Contains(node.AvailableTypes, ArrayDynamic)
+
 	// Configure terminal if this is the last part
 	if isTerminal {
-		// fielddatatype must not be unspecified else expression can not be generated
-		if pb.key.FieldDataType == FieldDataTypeUnspecified {
-			return nil, errors.NewInternalf(CodePlanFieldDataTypeMissing, "field data type is missing for path %s", pathSoFar)
-		}
-
 		node.TerminalConfig = &TerminalConfig{
 			Key:      pb.key,
-			ElemType: pb.key.GetJSONDataType(),
+			ElemType: *pb.key.JSONDataType,
 		}
 	} else {
 		var err error
-		// Use cached types from the batched metadata query
-		types, ok := pb.typeCache[pathSoFar]
-		if !ok {
-			return nil, errors.NewInternalf(errors.CodeInvalidInput, "types missing for path %s", pathSoFar)
-		}
-
-		hasJSON := slices.Contains(types, FieldDataTypeArrayJSON)
-		hasDynamic := slices.Contains(types, FieldDataTypeArrayDynamic)
-		if !hasJSON && !hasDynamic {
-			return nil, errors.NewInternalf(CodePlanFieldDataTypeMissing, "array data type missing for path %s", pathSoFar)
-		}
-
 		if hasJSON {
 			node.Branches[BranchJSON], err = pb.buildPlan(index+1, node, false)
 			if err != nil {
@@ -190,7 +185,7 @@ func (pb *planBuilder) buildPlan(index int, parent *JSONAccessNode, isDynArrChil
 
 // buildJSONAccessPlan builds a tree structure representing the complete JSON path traversal
 // that precomputes all possible branches and their types.
-func (key *TelemetryFieldKey) SetJSONAccessPlan(columnInfo JSONColumnMetadata, typeCache map[string][]FieldDataType,
+func (key *TelemetryFieldKey) SetJSONAccessPlan(columnInfo JSONColumnMetadata, typeCache map[string][]JSONDataType,
 ) error {
 	// if path is empty, return nil
 	if key.Name == "" {

pkg/types/telemetrytypes/json_access_plan_test.go

@@ -19,11 +19,11 @@ const (
 // ============================================================================
 
 // makeKey creates a TelemetryFieldKey for testing.
-func makeKey(name string, dataType FieldDataType, materialized bool) *TelemetryFieldKey {
+func makeKey(name string, dataType JSONDataType, materialized bool) *TelemetryFieldKey {
 	return &TelemetryFieldKey{
-		Name:          name,
-		FieldDataType: dataType,
-		Materialized:  materialized,
+		Name:         name,
+		JSONDataType: &dataType,
+		Materialized: materialized,
 	}
 }
 
@@ -41,6 +41,7 @@ type jsonAccessTestNode struct {
 	MaxDynamicTypes int                            `yaml:"maxDynamicTypes,omitempty"`
 	MaxDynamicPaths int                            `yaml:"maxDynamicPaths,omitempty"`
 	ElemType        string                         `yaml:"elemType,omitempty"`
+	AvailableTypes  []string                       `yaml:"availableTypes,omitempty"`
 	Branches        map[string]*jsonAccessTestNode `yaml:"branches,omitempty"`
 }
 
@@ -64,6 +65,14 @@ func toTestNode(n *JSONAccessNode) *jsonAccessTestNode {
 		out.Column = n.Parent.Name
 	}
 
+	// AvailableTypes as strings (using StringValue for stable representation)
+	if len(n.AvailableTypes) > 0 {
+		out.AvailableTypes = make([]string, 0, len(n.AvailableTypes))
+		for _, t := range n.AvailableTypes {
+			out.AvailableTypes = append(out.AvailableTypes, t.StringValue())
+		}
+	}
+
 	// Terminal config
 	if n.TerminalConfig != nil {
 		out.ElemType = n.TerminalConfig.ElemType.StringValue()
@@ -233,10 +242,12 @@ func TestPlanJSON_BasicStructure(t *testing.T) {
 	}{
 		{
 			name: "Simple path not promoted",
-			key:  makeKey("user.name", FieldDataTypeString, false),
+			key:  makeKey("user.name", String, false),
 			expectedYAML: fmt.Sprintf(`
 - name: user.name
   column: %s
+  availableTypes:
+    - String
   maxDynamicTypes: 16
   isTerminal: true
   elemType: String
@@ -244,15 +255,19 @@ func TestPlanJSON_BasicStructure(t *testing.T) {
 		},
 		{
 			name: "Simple path promoted",
-			key:  makeKey("user.name", FieldDataTypeString, true),
+			key:  makeKey("user.name", String, true),
 			expectedYAML: fmt.Sprintf(`
 - name: user.name
   column: %s
+  availableTypes:
+    - String
   maxDynamicTypes: 16
   isTerminal: true
   elemType: String
 - name: user.name
   column: %s
+  availableTypes:
+    - String
   maxDynamicTypes: 16
   maxDynamicPaths: 256
   isTerminal: true
@@ -261,7 +276,7 @@ func TestPlanJSON_BasicStructure(t *testing.T) {
 		},
 		{
 			name:         "Empty path returns error",
-			key:          makeKey("", FieldDataTypeString, false),
+			key:          makeKey("", String, false),
 			expectErr:    true,
 			expectedYAML: "",
 		},
@@ -299,10 +314,14 @@ func TestPlanJSON_ArrayPaths(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: name
+      availableTypes:
+        - String
       maxDynamicTypes: 8
       isTerminal: true
       elemType: String
@@ -314,19 +333,28 @@ func TestPlanJSON_ArrayPaths(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: awards
+      availableTypes:
+        - Array(Dynamic)
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 4
           isTerminal: true
           elemType: String
         dynamic:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 16
           maxDynamicPaths: 256
           isTerminal: true
@@ -339,29 +367,43 @@ func TestPlanJSON_ArrayPaths(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: interests
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: entities
+      availableTypes:
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: reviews
+          availableTypes:
+            - Array(JSON)
           maxDynamicTypes: 4
           branches:
             json:
               name: entries
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 2
               branches:
                 json:
                   name: metadata
+                  availableTypes:
+                    - Array(JSON)
                   maxDynamicTypes: 1
                   branches:
                     json:
                       name: positions
+                      availableTypes:
+                        - Array(JSON)
                       branches:
                         json:
                           name: name
+                          availableTypes:
+                            - String
                           isTerminal: true
                           elemType: String
 `, bodyV2Column),
@@ -372,10 +414,14 @@ func TestPlanJSON_ArrayPaths(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: name
+      availableTypes:
+        - String
       maxDynamicTypes: 8
       isTerminal: true
       elemType: String
@@ -385,7 +431,7 @@ func TestPlanJSON_ArrayPaths(t *testing.T) {
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			key := makeKey(tt.path, FieldDataTypeString, false)
+			key := makeKey(tt.path, String, false)
 			err := key.SetJSONAccessPlan(JSONColumnMetadata{
 				BaseColumn:     bodyV2Column,
 				PromotedColumn: bodyPromotedColumn,
@@ -404,7 +450,7 @@ func TestPlanJSON_PromotedVsNonPromoted(t *testing.T) {
 	path := "education[].awards[].type"
 
 	t.Run("Non-promoted plan", func(t *testing.T) {
-		key := makeKey(path, FieldDataTypeString, false)
+		key := makeKey(path, String, false)
 		err := key.SetJSONAccessPlan(JSONColumnMetadata{
 			BaseColumn:     bodyV2Column,
 			PromotedColumn: bodyPromotedColumn,
@@ -415,19 +461,28 @@ func TestPlanJSON_PromotedVsNonPromoted(t *testing.T) {
 		expectedYAML := fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: awards
+      availableTypes:
+        - Array(Dynamic)
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 4
           isTerminal: true
           elemType: String
         dynamic:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 16
           maxDynamicPaths: 256
           isTerminal: true
@@ -438,7 +493,7 @@ func TestPlanJSON_PromotedVsNonPromoted(t *testing.T) {
 	})
 
 	t.Run("Promoted plan", func(t *testing.T) {
-		key := makeKey(path, FieldDataTypeString, true)
+		key := makeKey(path, String, true)
 		err := key.SetJSONAccessPlan(JSONColumnMetadata{
 			BaseColumn:     bodyV2Column,
 			PromotedColumn: bodyPromotedColumn,
@@ -449,41 +504,59 @@ func TestPlanJSON_PromotedVsNonPromoted(t *testing.T) {
 		expectedYAML := fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: awards
+      availableTypes:
+        - Array(Dynamic)
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 4
           isTerminal: true
           elemType: String
         dynamic:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 16
           maxDynamicPaths: 256
           isTerminal: true
           elemType: String
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   maxDynamicPaths: 256
   branches:
     json:
       name: awards
+      availableTypes:
+        - Array(Dynamic)
+        - Array(JSON)
       maxDynamicTypes: 8
       maxDynamicPaths: 64
       branches:
         json:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 4
           maxDynamicPaths: 16
           isTerminal: true
           elemType: String
         dynamic:
           name: type
+          availableTypes:
+            - String
           maxDynamicTypes: 16
           maxDynamicPaths: 256
           isTerminal: true
@@ -505,7 +578,7 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 	}{
 		{
 			name:      "Path with no available types",
-			path:      "unknown[].path",
+			path:      "unknown.path",
 			expectErr: true,
 		},
 		{
@@ -514,29 +587,43 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: interests
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: entities
+      availableTypes:
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: reviews
+          availableTypes:
+            - Array(JSON)
           maxDynamicTypes: 4
           branches:
             json:
               name: entries
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 2
               branches:
                 json:
                   name: metadata
+                  availableTypes:
+                    - Array(JSON)
                   maxDynamicTypes: 1
                   branches:
                     json:
                       name: positions
+                      availableTypes:
+                        - Array(JSON)
                       branches:
                         json:
                           name: name
+                          availableTypes:
+                            - String
                           isTerminal: true
                           elemType: String
 `, bodyV2Column),
@@ -547,10 +634,15 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: type
+      availableTypes:
+        - String
+        - Int64
       maxDynamicTypes: 8
       isTerminal: true
       elemType: String
@@ -562,6 +654,8 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 			expectedYAML: fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   isTerminal: true
   elemType: Array(JSON)
@@ -572,12 +666,12 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
 			// Choose key type based on path; operator does not affect the tree shape asserted here.
-			keyType := FieldDataTypeString
+			keyType := String
 			switch tt.path {
 			case "education":
-				keyType = FieldDataTypeArrayJSON
+				keyType = ArrayJSON
 			case "education[].type":
-				keyType = FieldDataTypeString
+				keyType = String
 			}
 			key := makeKey(tt.path, keyType, false)
 			err := key.SetJSONAccessPlan(JSONColumnMetadata{
@@ -598,7 +692,7 @@ func TestPlanJSON_EdgeCases(t *testing.T) {
 func TestPlanJSON_TreeStructure(t *testing.T) {
 	types, _ := TestJSONTypeSet()
 	path := "education[].awards[].participated[].team[].branch"
-	key := makeKey(path, FieldDataTypeString, false)
+	key := makeKey(path, String, false)
 	err := key.SetJSONAccessPlan(JSONColumnMetadata{
 		BaseColumn:     bodyV2Column,
 		PromotedColumn: bodyPromotedColumn,
@@ -609,59 +703,86 @@ func TestPlanJSON_TreeStructure(t *testing.T) {
 	expectedYAML := fmt.Sprintf(`
 - name: education
   column: %s
+  availableTypes:
+    - Array(JSON)
   maxDynamicTypes: 16
   branches:
     json:
       name: awards
+      availableTypes:
+        - Array(Dynamic)
+        - Array(JSON)
       maxDynamicTypes: 8
       branches:
         json:
           name: participated
+          availableTypes:
+            - Array(Dynamic)
+            - Array(JSON)
           maxDynamicTypes: 4
           branches:
             json:
               name: team
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 2
               branches:
                 json:
                   name: branch
+                  availableTypes:
+                    - String
                   maxDynamicTypes: 1
                   isTerminal: true
                   elemType: String
             dynamic:
               name: team
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 16
               maxDynamicPaths: 256
               branches:
                 json:
                   name: branch
+                  availableTypes:
+                    - String
                   maxDynamicTypes: 8
                   maxDynamicPaths: 64
                   isTerminal: true
                   elemType: String
         dynamic:
           name: participated
+          availableTypes:
+            - Array(Dynamic)
+            - Array(JSON)
           maxDynamicTypes: 16
           maxDynamicPaths: 256
           branches:
             json:
               name: team
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 8
               maxDynamicPaths: 64
               branches:
                 json:
                   name: branch
+                  availableTypes:
+                    - String
                   maxDynamicTypes: 4
                   maxDynamicPaths: 16
                   isTerminal: true
                   elemType: String
             dynamic:
               name: team
+              availableTypes:
+                - Array(JSON)
               maxDynamicTypes: 16
               maxDynamicPaths: 256
               branches:
                 json:
                   name: branch
+                  availableTypes:
+                    - String
                   maxDynamicTypes: 8
                   maxDynamicPaths: 64
                   isTerminal: true

pkg/types/telemetrytypes/json_datatype.go

@@ -46,6 +46,14 @@ var MappingStringToJSONDataType = map[string]JSONDataType{
 	"Array(JSON)":              ArrayJSON,
 }
 
+var ScalerTypeToArrayType = map[JSONDataType]JSONDataType{
+	String:  ArrayString,
+	Int64:   ArrayInt64,
+	Float64: ArrayFloat64,
+	Bool:    ArrayBool,
+	Dynamic: ArrayDynamic,
+}
+
 var MappingFieldDataTypeToJSONDataType = map[FieldDataType]JSONDataType{
 	FieldDataTypeString:       String,
 	FieldDataTypeInt64:        Int64,
@@ -55,8 +63,18 @@ var MappingFieldDataTypeToJSONDataType = map[FieldDataType]JSONDataType{
 	FieldDataTypeArrayString:  ArrayString,
 	FieldDataTypeArrayInt64:   ArrayInt64,
 	FieldDataTypeArrayFloat64: ArrayFloat64,
-	FieldDataTypeArrayNumber:  ArrayFloat64,
 	FieldDataTypeArrayBool:    ArrayBool,
-	FieldDataTypeArrayDynamic: ArrayDynamic,
-	FieldDataTypeArrayJSON:    ArrayJSON,
+}
+
+var MappingJSONDataTypeToFieldDataType = map[JSONDataType]FieldDataType{
+	String:       FieldDataTypeString,
+	Int64:        FieldDataTypeInt64,
+	Float64:      FieldDataTypeFloat64,
+	Bool:         FieldDataTypeBool,
+	ArrayString:  FieldDataTypeArrayString,
+	ArrayInt64:   FieldDataTypeArrayInt64,
+	ArrayFloat64: FieldDataTypeArrayFloat64,
+	ArrayBool:    FieldDataTypeArrayBool,
+	ArrayDynamic: FieldDataTypeArrayDynamic,
+	ArrayJSON:    FieldDataTypeArrayObject,
 }

pkg/types/telemetrytypes/test_data.go

@@ -4,69 +4,69 @@ package telemetrytypes
 // Test JSON Type Set Data Setup
 // ============================================================================
 
-// TestJSONTypeSet returns a map of path->field data types for testing.
+// TestJSONTypeSet returns a map of path->types for testing.
 // This represents the type information available in the test JSON structure.
-func TestJSONTypeSet() (map[string][]FieldDataType, MetadataStore) {
-	types := map[string][]FieldDataType{
+func TestJSONTypeSet() (map[string][]JSONDataType, MetadataStore) {
+	types := map[string][]JSONDataType{
 
 		// ── user (primitives) ─────────────────────────────────────────────
-		"user.name":        {FieldDataTypeString},
-		"user.permissions": {FieldDataTypeArrayString},
-		"user.age":         {FieldDataTypeInt64, FieldDataTypeString}, // Int64/String ambiguity
-		"user.height":      {FieldDataTypeFloat64},
-		"user.active":      {FieldDataTypeBool}, // Bool — not IndexSupported
+		"user.name":        {String},
+		"user.permissions": {ArrayString},
+		"user.age":         {Int64, String}, // Int64/String ambiguity
+		"user.height":      {Float64},
+		"user.active":      {Bool}, // Bool — not IndexSupported
 
 		// Deeper non-array nesting (a.b.c — no array hops)
-		"user.address.zip": {FieldDataTypeInt64},
+		"user.address.zip": {Int64},
 
 		// ── education[] ───────────────────────────────────────────────────
 		// Pattern: x[].y
-		"education":              {FieldDataTypeArrayJSON},
-		"education[].name":       {FieldDataTypeString},
-		"education[].type":       {FieldDataTypeString, FieldDataTypeInt64},
-		"education[].year":       {FieldDataTypeInt64},
-		"education[].scores":     {FieldDataTypeArrayInt64},
-		"education[].parameters": {FieldDataTypeArrayFloat64, FieldDataTypeArrayDynamic},
+		"education":              {ArrayJSON},
+		"education[].name":       {String},
+		"education[].type":       {String, Int64},
+		"education[].year":       {Int64},
+		"education[].scores":     {ArrayInt64},
+		"education[].parameters": {ArrayFloat64, ArrayDynamic},
 
 		// Pattern: x[].y[]
-		"education[].awards": {FieldDataTypeArrayDynamic, FieldDataTypeArrayJSON},
+		"education[].awards": {ArrayDynamic, ArrayJSON},
 
 		// Pattern: x[].y[].z
-		"education[].awards[].name":     {FieldDataTypeString},
-		"education[].awards[].type":     {FieldDataTypeString},
-		"education[].awards[].semester": {FieldDataTypeInt64},
+		"education[].awards[].name":     {String},
+		"education[].awards[].type":     {String},
+		"education[].awards[].semester": {Int64},
 
 		// Pattern: x[].y[].z[]
-		"education[].awards[].participated": {FieldDataTypeArrayDynamic, FieldDataTypeArrayJSON},
+		"education[].awards[].participated": {ArrayDynamic, ArrayJSON},
 
 		// Pattern: x[].y[].z[].w
-		"education[].awards[].participated[].members": {FieldDataTypeArrayString},
+		"education[].awards[].participated[].members": {ArrayString},
 
 		// Pattern: x[].y[].z[].w[]
-		"education[].awards[].participated[].team": {FieldDataTypeArrayJSON},
+		"education[].awards[].participated[].team": {ArrayJSON},
 
 		// Pattern: x[].y[].z[].w[].v
-		"education[].awards[].participated[].team[].branch": {FieldDataTypeString},
+		"education[].awards[].participated[].team[].branch": {String},
 
 		// ── interests[] ───────────────────────────────────────────────────
-		"interests":                                                                 {FieldDataTypeArrayJSON},
-		"interests[].entities":                                                      {FieldDataTypeArrayJSON},
-		"interests[].entities[].product_codes":                            {FieldDataTypeArrayDynamic},
-		"interests[].entities[].reviews":                                            {FieldDataTypeArrayJSON},
-		"interests[].entities[].reviews[].entries":                                  {FieldDataTypeArrayJSON},
-		"interests[].entities[].reviews[].entries[].metadata":                       {FieldDataTypeArrayJSON},
-		"interests[].entities[].reviews[].entries[].metadata[].positions":           {FieldDataTypeArrayJSON},
-		"interests[].entities[].reviews[].entries[].metadata[].positions[].name":    {FieldDataTypeString},
-		"interests[].entities[].reviews[].entries[].metadata[].positions[].ratings": {FieldDataTypeArrayInt64, FieldDataTypeArrayString},
-		"http-events":                     {FieldDataTypeArrayJSON},
-		"http-events[].request-info.host": {FieldDataTypeString},
+		"interests":                                                                 {ArrayJSON},
+		"interests[].entities":                                                      {ArrayJSON},
+		"interests[].entities[].reviews":                                            {ArrayJSON},
+		"interests[].entities[].reviews[].entries":                                  {ArrayJSON},
+		"interests[].entities[].reviews[].entries[].metadata":                       {ArrayJSON},
+		"interests[].entities[].reviews[].entries[].metadata[].positions":           {ArrayJSON},
+		"interests[].entities[].reviews[].entries[].metadata[].positions[].name":    {String},
+		"interests[].entities[].reviews[].entries[].metadata[].positions[].ratings": {ArrayInt64, ArrayString},
+		"http-events":                     {ArrayJSON},
+		"http-events[].request-info.host": {String},
+		"ids":                             {ArrayDynamic},
 
 		// ── top-level primitives ──────────────────────────────────────────
-		"message":     {FieldDataTypeString},
-		"http-status": {FieldDataTypeInt64, FieldDataTypeString}, // hyphen in root key, ambiguous
+		"message":     {String},
+		"http-status": {Int64, String}, // hyphen in root key, ambiguous
 
 		// ── top-level nested objects (no array hops) ───────────────────────
-		"response.time-taken": {FieldDataTypeFloat64}, // hyphen inside nested key
+		"response.time-taken": {Float64}, // hyphen inside nested key
 	}
 
 	return types, nil