Merge branch 'main' into feat/cross-panel-sync

frontend/src/container/DashboardContainer/DashboardSettings/General/GeneralSettings.styles.scss

@@ -1,6 +1,7 @@
 .overview-content {
 	display: flex;
 	flex-direction: column;
+	gap: 16px;
 
 	.overview-settings {
 		border-radius: 3px;
@@ -55,6 +56,35 @@
 			border: 1px solid var(--bg-slate-400);
 			background: var(--bg-ink-300);
 		}
+
+		.cross-panel-sync-section {
+			display: flex;
+			align-items: flex-start;
+			justify-content: space-between;
+			gap: 16px;
+			flex-wrap: wrap;
+
+			.cross-panel-sync-info {
+				display: flex;
+				flex-direction: column;
+				flex: 1;
+				min-width: 200px;
+
+				.cross-panel-sync-title {
+					color: var(--bg-vanilla-400);
+					font-size: 14px;
+				}
+
+				.cross-panel-sync-description {
+					color: var(--bg-vanilla-400);
+					font-size: 12px;
+				}
+			}
+
+			.ant-radio-group {
+				flex-shrink: 0;
+			}
+		}
 	}
 
 	.overview-settings-footer {
@@ -168,6 +198,15 @@
 				border: 1px solid var(--bg-vanilla-300);
 				background: var(--bg-vanilla-300);
 			}
+
+			.cross-panel-sync-section {
+				.cross-panel-sync-title {
+					color: var(--bg-ink-400);
+				}
+				.cross-panel-sync-description {
+					color: var(--bg-ink-300);
+				}
+			}
 		}
 
 		.overview-settings-footer {

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

@@ -1,11 +1,15 @@
-import { useEffect, useState } from 'react';
+import { useEffect, useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
-import { Col, Input, Select, Space, Typography } from 'antd';
+import { Col, Input, Radio, Select, Space, Typography } from 'antd';
 import AddTags from 'container/DashboardContainer/DashboardSettings/General/AddTags';
 import { useUpdateDashboard } from 'hooks/dashboard/useUpdateDashboard';
 import { isEqual } from 'lodash-es';
 import { Check, X } from 'lucide-react';
 import { useDashboard } from 'providers/Dashboard/Dashboard';
+import {
+	CROSS_PANEL_SYNC_OPTIONS,
+	CrossPanelSync,
+} from 'types/api/dashboard/getAll';
 
 import { Button } from './styles';
 import { Base64Icons } from './utils';
@@ -21,8 +25,13 @@ function GeneralDashboardSettings(): JSX.Element {
 
 	const selectedData = selectedDashboard?.data;
 
-	const { title = '', tags = [], description = '', image = Base64Icons[0] } =
-		selectedData || {};
+	const {
+		title = '',
+		tags = [],
+		description = '',
+		image = Base64Icons[0],
+		crossPanelSync = 'NONE',
+	} = selectedData || {};
 
 	const [updatedTitle, setUpdatedTitle] = useState<string>(title);
 	const [updatedTags, setUpdatedTags] = useState<string[]>(tags || []);
@@ -30,6 +39,10 @@ function GeneralDashboardSettings(): JSX.Element {
 		description || '',
 	);
 	const [updatedImage, setUpdatedImage] = useState<string>(image);
+	const [
+		updatedCrossPanelSync,
+		setUpdatedCrossPanelSync,
+	] = useState<CrossPanelSync>(crossPanelSync);
 	const [numberOfUnsavedChanges, setNumberOfUnsavedChanges] = useState<number>(
 		0,
 	);
@@ -50,6 +63,7 @@ function GeneralDashboardSettings(): JSX.Element {
 					tags: updatedTags,
 					title: updatedTitle,
 					image: updatedImage,
+					crossPanelSync: updatedCrossPanelSync,
 				},
 			},
 			{
@@ -65,12 +79,13 @@ function GeneralDashboardSettings(): JSX.Element {
 
 	useEffect(() => {
 		let numberOfUnsavedChanges = 0;
-		const initialValues = [title, description, tags, image];
+		const initialValues = [title, description, tags, image, crossPanelSync];
 		const updatedValues = [
 			updatedTitle,
 			updatedDescription,
 			updatedTags,
 			updatedImage,
+			updatedCrossPanelSync,
 		];
 		initialValues.forEach((val, index) => {
 			if (!isEqual(val, updatedValues[index])) {
@@ -79,21 +94,38 @@ function GeneralDashboardSettings(): JSX.Element {
 		});
 		setNumberOfUnsavedChanges(numberOfUnsavedChanges);
 	}, [
+		crossPanelSync,
 		description,
 		image,
 		tags,
 		title,
+		updatedCrossPanelSync,
 		updatedDescription,
 		updatedImage,
 		updatedTags,
 		updatedTitle,
 	]);
 
+	const crossPanelSyncOptions = useMemo(() => {
+		return CROSS_PANEL_SYNC_OPTIONS.map((value) => {
+			const sanitizedValue = value.toLowerCase();
+			const label =
+				sanitizedValue === 'none'
+					? 'No Sync'
+					: sanitizedValue.charAt(0).toUpperCase() + sanitizedValue.slice(1);
+			return {
+				label,
+				value,
+			};
+		});
+	}, []);
+
 	const discardHandler = (): void => {
 		setUpdatedTitle(title);
 		setUpdatedImage(image);
 		setUpdatedTags(tags);
 		setUpdatedDescription(description);
+		setUpdatedCrossPanelSync(crossPanelSync);
 	};
 
 	return (
@@ -156,6 +188,28 @@ function GeneralDashboardSettings(): JSX.Element {
 					</div>
 				</Space>
 			</Col>
+			<Col className="overview-settings">
+				<div className="cross-panel-sync-section">
+					<div className="cross-panel-sync-info">
+						<Typography className="cross-panel-sync-title">
+							Cross-Panel Sync
+						</Typography>
+						<Typography.Text className="cross-panel-sync-description">
+							Sync crosshair and tooltip across all the dashboard panels
+						</Typography.Text>
+					</div>
+					<Radio.Group
+						value={updatedCrossPanelSync}
+						onChange={(e): void =>
+							setUpdatedCrossPanelSync(e.target.value as CrossPanelSync)
+						}
+						optionType="button"
+						buttonStyle="solid"
+						options={crossPanelSyncOptions}
+						data-testid="cross-panel-sync"
+					/>
+				</div>
+			</Col>
 			{numberOfUnsavedChanges > 0 && (
 				<div className="overview-settings-footer">
 					<div className="unsaved">

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

@@ -1,7 +1,7 @@
 import { PrecisionOption } from 'components/Graph/types';
 import { LegendConfig, TooltipRenderArgs } from 'lib/uPlotV2/components/types';
 import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import { DashboardCursorSync } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
+import { CrossPanelSync } from 'types/api/dashboard/getAll';
 
 interface BaseChartProps {
 	width: number;
@@ -17,7 +17,7 @@ interface BaseChartProps {
 interface UPlotBasedChartProps {
 	config: UPlotConfigBuilder;
 	data: uPlot.AlignedData;
-	syncMode?: DashboardCursorSync;
+	syncMode?: CrossPanelSync;
 	syncKey?: string;
 	plotRef?: (plot: uPlot | null) => void;
 	onDestroy?: (plot: uPlot) => void;

frontend/src/container/DashboardContainer/visualization/panels/BarPanel/BarPanel.tsx

@@ -13,6 +13,7 @@ import { getTimeRange } from 'utils/getTimeRange';
 import BarChart from '../../charts/BarChart/BarChart';
 import ChartManager from '../../components/ChartManager/ChartManager';
 import { usePanelContextMenu } from '../../hooks/usePanelContextMenu';
+import { PanelMode } from '../types';
 import { prepareBarPanelConfig, prepareBarPanelData } from './utils';
 
 import '../Panel.styles.scss';
@@ -27,7 +28,11 @@ function BarPanel(props: PanelWrapperProps): JSX.Element {
 		onToggleModelHandler,
 	} = props;
 	const uPlotRef = useRef<uPlot | null>(null);
-	const { toScrollWidgetId, setToScrollWidgetId } = useDashboard();
+	const {
+		toScrollWidgetId,
+		setToScrollWidgetId,
+		selectedDashboard,
+	} = useDashboard();
 	const graphRef = useRef<HTMLDivElement>(null);
 	const [minTimeScale, setMinTimeScale] = useState<number>();
 	const [maxTimeScale, setMaxTimeScale] = useState<number>();
@@ -117,6 +122,15 @@ function BarPanel(props: PanelWrapperProps): JSX.Element {
 		onToggleModelHandler,
 	]);
 
+	const crossPanelSync = selectedDashboard?.data?.crossPanelSync ?? 'NONE';
+
+	const cursorSyncMode = useMemo(() => {
+		if (panelMode !== PanelMode.DASHBOARD_VIEW) {
+			return 'NONE';
+		}
+		return crossPanelSync;
+	}, [panelMode, crossPanelSync]);
+
 	const onPlotDestroy = useCallback(() => {
 		uPlotRef.current = null;
 	}, []);
@@ -137,6 +151,7 @@ function BarPanel(props: PanelWrapperProps): JSX.Element {
 					onDestroy={onPlotDestroy}
 					yAxisUnit={widget.yAxisUnit}
 					decimalPrecision={widget.decimalPrecision}
+					syncMode={cursorSyncMode}
 					timezone={timezone.value}
 					data={chartData as uPlot.AlignedData}
 					width={containerDimensions.width}

frontend/src/container/DashboardContainer/visualization/panels/TimeSeriesPanel/TimeSeriesPanel.tsx

@@ -14,6 +14,7 @@ import uPlot from 'uplot';
 import { getTimeRange } from 'utils/getTimeRange';
 
 import { prepareChartData, prepareUPlotConfig } from '../TimeSeriesPanel/utils';
+import { PanelMode } from '../types';
 
 import '../Panel.styles.scss';
 
@@ -26,7 +27,11 @@ function TimeSeriesPanel(props: PanelWrapperProps): JSX.Element {
 		isFullViewMode,
 		onToggleModelHandler,
 	} = props;
-	const { toScrollWidgetId, setToScrollWidgetId } = useDashboard();
+	const {
+		toScrollWidgetId,
+		setToScrollWidgetId,
+		selectedDashboard,
+	} = useDashboard();
 	const graphRef = useRef<HTMLDivElement>(null);
 	const [minTimeScale, setMinTimeScale] = useState<number>();
 	const [maxTimeScale, setMaxTimeScale] = useState<number>();
@@ -96,6 +101,15 @@ function TimeSeriesPanel(props: PanelWrapperProps): JSX.Element {
 		timezone,
 	]);
 
+	const crossPanelSync = selectedDashboard?.data?.crossPanelSync ?? 'NONE';
+
+	const cursorSyncMode = useMemo(() => {
+		if (panelMode !== PanelMode.DASHBOARD_VIEW) {
+			return 'NONE';
+		}
+		return crossPanelSync;
+	}, [panelMode, crossPanelSync]);
+
 	const layoutChildren = useMemo(() => {
 		if (!isFullViewMode) {
 			return null;
@@ -126,6 +140,7 @@ function TimeSeriesPanel(props: PanelWrapperProps): JSX.Element {
 					}}
 					yAxisUnit={widget.yAxisUnit}
 					decimalPrecision={widget.decimalPrecision}
+					syncMode={cursorSyncMode}
 					timezone={timezone.value}
 					data={chartData as uPlot.AlignedData}
 					width={containerDimensions.width}

frontend/src/lib/uPlotV2/plugins/TooltipPlugin/TooltipPlugin.tsx

@@ -13,7 +13,6 @@ import {
 	updateWindowSize,
 } from './tooltipController';
 import {
-	DashboardCursorSync,
 	TooltipControllerContext,
 	TooltipControllerState,
 	TooltipLayoutInfo,
@@ -35,7 +34,7 @@ export default function TooltipPlugin({
 	render,
 	maxWidth = 300,
 	maxHeight = 400,
-	syncMode = DashboardCursorSync.None,
+	syncMode = 'NONE',
 	syncKey = '_tooltip_sync_global_',
 	canPinTooltip = false,
 }: TooltipPluginProps): JSX.Element | null {
@@ -78,11 +77,11 @@ export default function TooltipPlugin({
 		// render on every mouse move.
 		const controller: TooltipControllerState = createInitialControllerState();
 
-		const syncTooltipWithDashboard = syncMode === DashboardCursorSync.Tooltip;
+		const syncTooltipWithDashboard = syncMode === 'TOOLTIP';
 
 		// Enable uPlot's built-in cursor sync when requested so that
 		// crosshair / tooltip can follow the dashboard-wide cursor.
-		if (syncMode !== DashboardCursorSync.None && config.scales[0]?.props.time) {
+		if (syncMode !== 'NONE' && config.scales[0]?.props.time) {
 			config.setCursor({
 				sync: { key: syncKey, scales: ['x', null] },
 			});

frontend/src/lib/uPlotV2/plugins/TooltipPlugin/types.ts

@@ -4,6 +4,7 @@ import type {
 	ReactNode,
 	RefObject,
 } from 'react';
+import { CrossPanelSync } from 'types/api/dashboard/getAll';
 import type uPlot from 'uplot';
 
 import type { TooltipRenderArgs } from '../../components/types';
@@ -11,12 +12,6 @@ import type { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
 
 export const TOOLTIP_OFFSET = 10;
 
-export enum DashboardCursorSync {
-	Crosshair,
-	None,
-	Tooltip,
-}
-
 export interface TooltipViewState {
 	plot?: uPlot | null;
 	style: Partial<CSSProperties>;
@@ -35,7 +30,7 @@ export interface TooltipLayoutInfo {
 export interface TooltipPluginProps {
 	config: UPlotConfigBuilder;
 	canPinTooltip?: boolean;
-	syncMode?: DashboardCursorSync;
+	syncMode?: CrossPanelSync;
 	syncKey?: string;
 	render: (args: TooltipRenderArgs) => ReactNode;
 	maxWidth?: number;
@@ -86,7 +81,7 @@ export interface TooltipControllerContext {
 	rafId: MutableRefObject<number | null>;
 	updateState: (updates: Partial<TooltipViewState>) => void;
 	renderRef: MutableRefObject<(args: TooltipRenderArgs) => ReactNode>;
-	syncMode: DashboardCursorSync;
+	syncMode: CrossPanelSync;
 	syncKey: string;
 	canPinTooltip: boolean;
 	createTooltipContents: () => React.ReactNode;

frontend/src/lib/uPlotV2/plugins/__tests__/TooltipPlugin.test.ts

@@ -7,7 +7,6 @@ import type uPlot from 'uplot';
 import { TooltipRenderArgs } from '../../components/types';
 import { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
 import TooltipPlugin from '../TooltipPlugin/TooltipPlugin';
-import { DashboardCursorSync } from '../TooltipPlugin/types';
 
 // ---------------------------------------------------------------------------
 // Mock helpers
@@ -100,7 +99,7 @@ describe('TooltipPlugin', () => {
 			React.createElement(TooltipPlugin, {
 				config,
 				render: renderFn,
-				syncMode: DashboardCursorSync.None,
+				syncMode: 'NONE',
 				...extraProps,
 			}),
 		);
@@ -127,7 +126,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => React.createElement('div', null, 'tooltip-body'),
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 				}),
 			);
 
@@ -141,7 +140,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => null,
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 				}),
 			);
 
@@ -217,7 +216,7 @@ describe('TooltipPlugin', () => {
 							{ type: 'button', onClick: args.dismiss },
 							'Dismiss',
 						),
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 					canPinTooltip: true,
 				}),
 			);
@@ -261,7 +260,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config: config,
 					render: () => React.createElement('div', null, 'tooltip-body'),
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 					canPinTooltip: true,
 				}),
 			);
@@ -305,7 +304,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => React.createElement('div', null, 'pinned content'),
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 					canPinTooltip: true,
 				}),
 			);
@@ -348,7 +347,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => React.createElement('div', null, 'pinned content'),
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 					canPinTooltip: true,
 				}),
 			);
@@ -398,7 +397,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => null,
-					syncMode: DashboardCursorSync.Tooltip,
+					syncMode: 'TOOLTIP',
 					syncKey: 'dashboard-sync',
 				}),
 			);
@@ -417,7 +416,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => null,
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 				}),
 			);
 
@@ -433,7 +432,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => null,
-					syncMode: DashboardCursorSync.Tooltip,
+					syncMode: 'TOOLTIP',
 				}),
 			);
 
@@ -453,7 +452,7 @@ describe('TooltipPlugin', () => {
 				React.createElement(TooltipPlugin, {
 					config,
 					render: () => null,
-					syncMode: DashboardCursorSync.None,
+					syncMode: 'NONE',
 				}),
 			);
 

frontend/src/types/api/dashboard/getAll.ts

@@ -81,6 +81,13 @@ export interface DashboardTemplate {
 	previewImage: string;
 }
 
+export const CROSS_PANEL_SYNC_OPTIONS = [
+	'NONE',
+	'CROSSHAIR',
+	'TOOLTIP',
+] as const;
+export type CrossPanelSync = typeof CROSS_PANEL_SYNC_OPTIONS[number];
+
 export interface DashboardData {
 	// uuid?: string;
 	description?: string;
@@ -93,6 +100,7 @@ export interface DashboardData {
 	variables: Record<string, IDashboardVariable>;
 	version?: string;
 	image?: string;
+	crossPanelSync?: CrossPanelSync;
 }
 
 export interface WidgetRow {

pkg/telemetrylogs/field_mapper.go

@@ -61,11 +61,13 @@ var (
 	}
 )
 
-type fieldMapper struct {}
+type fieldMapper struct {
+}
 
 func NewFieldMapper() qbtypes.FieldMapper {
 	return &fieldMapper{}
 }
+
 func (m *fieldMapper) getColumn(_ context.Context, key *telemetrytypes.TelemetryFieldKey) (*schema.Column, error) {
 	switch key.FieldContext {
 	case telemetrytypes.FieldContextResource:
@@ -252,27 +254,12 @@ func (m *fieldMapper) buildFieldForJSON(key *telemetrytypes.TelemetryFieldKey) (
 					"plan length is less than 2 for promoted path: %s", key.Name)
 			}
 
-			node := plan[1]
-			promotedExpr := fmt.Sprintf(
-				"dynamicElement(%s, '%s')",
-				node.FieldPath(),
-				node.TerminalConfig.ElemType.StringValue(),
+			// promoted column first then body_json column
+			// TODO(Piyush): Change this in future for better performance
+			expr = fmt.Sprintf("coalesce(%s, %s)",
+				fmt.Sprintf("dynamicElement(%s, '%s')", plan[1].FieldPath(), plan[1].TerminalConfig.ElemType.StringValue()),
+				expr,
 			)
-
-			// dynamicElement returns NULL for scalar types or an empty array for array types.
-			if node.TerminalConfig.ElemType.IsArray {
-				expr = fmt.Sprintf(
-					"if(length(%s) > 0, %s, %s)",
-					promotedExpr,
-					promotedExpr,
-					expr,
-				)
-			} else {
-				// promoted column first then body_json column
-				// TODO(Piyush): Change this in future for better performance
-				expr = fmt.Sprintf("coalesce(%s, %s)", promotedExpr, expr)
-			}
-
 		}
 
 		return expr, nil
@@ -294,7 +281,8 @@ func (m *fieldMapper) buildArrayConcat(plan telemetrytypes.JSONAccessPlan) (stri
 	}
 
 	// Build arrayMap expressions for ALL available branches at the root level.
-	// Iterate branches in deterministic order (JSON then Dynamic)
+	// Iterate branches in deterministic order (JSON then Dynamic) so generated SQL
+	// is stable across environments; map iteration order is random in Go.
 	var arrayMapExpressions []string
 	for _, node := range plan {
 		for _, branchType := range node.BranchesInOrder() {

pkg/telemetrylogs/json_condition_builder.go

@@ -73,10 +73,10 @@ func (c *jsonConditionBuilder) buildTerminalCondition(node *telemetrytypes.JSONA
 
 			// switch operator for array membership checks
 			switch operator {
-			case qbtypes.FilterOperatorContains:
-				operator = qbtypes.FilterOperatorIn
-			case qbtypes.FilterOperatorNotContains:
-				operator = qbtypes.FilterOperatorNotIn
+			case qbtypes.FilterOperatorContains, qbtypes.FilterOperatorIn:
+				operator = qbtypes.FilterOperatorEqual
+			case qbtypes.FilterOperatorNotContains, qbtypes.FilterOperatorNotIn:
+				operator = qbtypes.FilterOperatorNotEqual
 			}
 		}
 
@@ -191,14 +191,13 @@ func (c *jsonConditionBuilder) buildArrayMembershipCondition(node *telemetrytype
 		arrayExpr = typedArrayExpr()
 	}
 
-	key := "x"
-	fieldExpr, value := querybuilder.DataTypeCollisionHandledFieldName(&localKeyCopy, value, key, operator)
+	fieldExpr, value := querybuilder.DataTypeCollisionHandledFieldName(&localKeyCopy, value, "x", operator)
 	op, err := c.applyOperator(sb, fieldExpr, operator, value)
 	if err != nil {
 		return "", err
 	}
 
-	return fmt.Sprintf("arrayExists(%s -> %s, %s)", key, op, arrayExpr), nil
+	return fmt.Sprintf("arrayExists(%s -> %s, %s)", fieldExpr, op, arrayExpr), nil
 }
 
 // recurseArrayHops recursively builds array traversal conditions

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -316,7 +316,7 @@ func TestStatementBuilderListQueryBody(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toFloat64(x) = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (toFloat64(x) = ?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
@@ -345,7 +345,7 @@ func TestStatementBuilderListQueryBody(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (x = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> x = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
@@ -360,7 +360,7 @@ func TestStatementBuilderListQueryBody(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toString(x) = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toString(x) -> toString(x) = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
@@ -389,7 +389,7 @@ func TestStatementBuilderListQueryBody(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))')) OR arrayExists(x -> (toFloat64(x) = ?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))')) OR arrayExists(x -> (toFloat64OrNull(x) = ?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))')) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))')) OR arrayExists(toFloat64OrNull(x) -> toFloat64OrNull(x) = ?, dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%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,jsondatatype=Array(Nullable(Int64)) name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]string,jsondatatype=Array(Nullable(String))]."},
 			},
@@ -404,7 +404,7 @@ func TestStatementBuilderListQueryBody(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))')) OR arrayExists(x -> (toString(x) = ?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))')) OR arrayExists(x -> (x = ?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))')) OR arrayExists(toString(x) -> toString(x) = ?, dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(Int64))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_json.interests`-> arrayExists(`body_json.interests[].entities`-> arrayExists(`body_json.interests[].entities[].reviews`-> arrayExists(`body_json.interests[].entities[].reviews[].entries`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata`-> arrayExists(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))')) OR arrayExists(x -> x = ?, dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata[].positions`.`ratings`, 'Array(Nullable(String))'))), dynamicElement(`body_json.interests[].entities[].reviews[].entries[].metadata`.`positions`, 'Array(JSON(max_dynamic_types=0, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews[].entries`.`metadata`, 'Array(JSON(max_dynamic_types=1, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities[].reviews`.`entries`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_json.interests[].entities`.`reviews`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), dynamicElement(`body_json.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_json.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%Good%", "Good", "%Good%", "Good", "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,jsondatatype=Array(Nullable(Int64)) name=interests[].entities[].reviews[].entries[].metadata[].positions[].ratings,context=body,datatype=[]string,jsondatatype=Array(Nullable(String))]."},
 			},
@@ -492,7 +492,7 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 		disableBodyJSONQuery(t)
 	}()
 
-	statementBuilder := buildJSONTestStatementBuilder(t, "education", "tags")
+	statementBuilder := buildJSONTestStatementBuilder(t, "education")
 	cases := []struct {
 		name        string
 		requestType qbtypes.RequestType
@@ -500,20 +500,6 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 		expected    qbtypes.Statement
 		expectedErr error
 	}{
-		{
-			name:        "Has Array promoted uses body fallback",
-			requestType: qbtypes.RequestTypeRaw,
-			query: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
-				Signal: telemetrytypes.SignalLogs,
-				Filter: &qbtypes.Filter{Expression: "has(body.tags, 'production')"},
-				Limit:  10,
-			},
-			expected: qbtypes.Statement{
-				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND has(if(length(dynamicElement(body_json_promoted.`tags`, 'Array(Nullable(String))')) > 0, dynamicElement(body_json_promoted.`tags`, 'Array(Nullable(String))'), dynamicElement(body_json.`tags`, 'Array(Nullable(String))')), ?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
-				Args:  []any{uint64(1747945619), uint64(1747983448), "production", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
-			},
-			expectedErr: nil,
-		},
 		{
 			name:        "Key inside Array(JSON) exists",
 			requestType: qbtypes.RequestTypeRaw,
@@ -565,7 +551,7 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toFloat64(x) = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toFloat64(x) = ?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (toFloat64(x) = ?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (toFloat64(x) = ?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(toFloat64(x) -> toFloat64(x) = ?, arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},
@@ -594,7 +580,7 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (x = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (x = ?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> x = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> x = ?, dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},
@@ -609,7 +595,7 @@ func TestStatementBuilderListQueryBodyPromoted(t *testing.T) {
 				Limit:  10,
 			},
 			expected: qbtypes.Statement{
-				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toString(x) = ?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> (toString(x) = ?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> (x = ?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE true AND seen_at_ts_bucket_start >= ? AND seen_at_ts_bucket_start <= ?) SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, body_json, body_json_promoted, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_json.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toString(x) -> toString(x) = ?, dynamicElement(`body_json.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(toString(x) -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(toString(x) -> toString(x) = ?, dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))'))) OR (arrayExists(`body_json.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_json_promoted.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_json_promoted.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_json_promoted.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,materialized=true,jsondatatype=Array(Dynamic)]."},
 			},

pkg/telemetrylogs/json_string.go

@@ -8,6 +8,7 @@ import (
 
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 func parseStrValue(valueStr string, operator qbtypes.FilterOperator) (telemetrytypes.FieldDataType, any) {
@@ -48,15 +49,7 @@ func InferDataType(value any, operator qbtypes.FilterOperator, key *telemetrytyp
 		if len(v) > 0 {
 			valueType, _ = InferDataType(v[0], operator, key)
 		}
-		// Between/In/NotIn compare a scalar field to multiple values - use scalar type for the field expression.
-		// For array paths (key has [*] or []), In means array membership so keep array type.
-		if operator == qbtypes.FilterOperatorBetween || operator == qbtypes.FilterOperatorIn || operator == qbtypes.FilterOperatorNotIn {
-			if !strings.HasSuffix(key.Name, telemetrytypes.ArrayAnyIndex) && !strings.HasSuffix(key.Name, telemetrytypes.ArraySep) {
-				return valueType, v
-			}
-		}
-		// convert the scaler type to the array type
-		return telemetrytypes.ScalerFieldTypeToArrayFieldType[valueType], v
+		return valueType, v
 	case uint8, uint16, uint32, uint64, int, int8, int16, int32, int64:
 		valueType = telemetrytypes.FieldDataTypeInt64
 	case float32, float64:
@@ -67,6 +60,11 @@ func InferDataType(value any, operator qbtypes.FilterOperator, key *telemetrytyp
 		valueType = telemetrytypes.FieldDataTypeBool
 	}
 
+	// check if it is array
+	if strings.HasSuffix(key.Name, "[*]") || strings.HasSuffix(key.Name, "[]") {
+		valueType = telemetrytypes.FieldDataType{String: valuer.NewString(fmt.Sprintf("[]%s", valueType.StringValue()))}
+	}
+
 	return valueType, value
 }
 

pkg/telemetrymetadata/body_json_metadata.go

@@ -112,8 +112,7 @@ func (t *telemetryMetaStore) buildBodyJSONPaths(ctx context.Context,
 	}
 
 	for _, fieldKey := range fieldKeys {
-		promotedKey := strings.Split(fieldKey.Name, telemetrytypes.ArraySep)[0]
-		fieldKey.Materialized = promoted.Contains(promotedKey)
+		fieldKey.Materialized = promoted.Contains(fieldKey.Name)
 		fieldKey.Indexes = indexes[fieldKey.Name]
 	}
 
@@ -502,8 +501,7 @@ func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...stri
 	sb := sqlbuilder.Select("path").From(fmt.Sprintf("%s.%s", DBName, PromotedPathsTableName))
 	pathConditions := []string{}
 	for _, path := range paths {
-		split := strings.Split(path, telemetrytypes.ArraySep)
-		pathConditions = append(pathConditions, sb.Equal("path", split[0]))
+		pathConditions = append(pathConditions, sb.Equal("path", path))
 	}
 	sb.Where(sb.Or(pathConditions...))
 

pkg/types/telemetrytypes/field_datatype.go

@@ -93,14 +93,6 @@ var (
 		FieldDataTypeArrayFloat64: "Array(Float64)",
 		FieldDataTypeArrayBool:    "Array(Bool)",
 	}
-
-	ScalerFieldTypeToArrayFieldType = map[FieldDataType]FieldDataType{
-		FieldDataTypeString:  FieldDataTypeArrayString,
-		FieldDataTypeBool:    FieldDataTypeArrayBool,
-		FieldDataTypeNumber:  FieldDataTypeArrayNumber,
-		FieldDataTypeInt64:   FieldDataTypeArrayInt64,
-		FieldDataTypeFloat64: FieldDataTypeArrayFloat64,
-	}
 )
 
 func (f FieldDataType) CHDataType() string {

pkg/types/telemetrytypes/test_data.go

@@ -65,7 +65,6 @@ func TestJSONTypeSet() (map[string][]JSONDataType, MetadataStore) {
 		"interests[].entities[].reviews[].entries[].metadata[].positions[].unit":     {String},
 		"interests[].entities[].reviews[].entries[].metadata[].positions[].ratings":  {ArrayInt64, ArrayString},
 		"message": {String},
-		"tags":    {ArrayString},
 	}
 
 	return types, nil