test: fix unit tests

* chore: funcRunningDiff don't panic when series is empty

* chore: don't run functions if the series is empty

deploy/docker-swarm/docker-compose.ha.yaml

@@ -190,7 +190,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:v0.117.0
+    image: signoz/signoz:v0.117.1
     ports:
       - "8080:8080" # signoz port
     #   - "6060:6060"     # pprof port

deploy/docker-swarm/docker-compose.yaml

@@ -117,7 +117,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:v0.117.0
+    image: signoz/signoz:v0.117.1
     ports:
       - "8080:8080" # signoz port
     volumes:

deploy/docker/docker-compose.ha.yaml

@@ -181,7 +181,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.117.0}
+    image: signoz/signoz:${VERSION:-v0.117.1}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

deploy/docker/docker-compose.yaml

@@ -109,7 +109,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.117.0}
+    image: signoz/signoz:${VERSION:-v0.117.1}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

frontend/src/components/DownloadOptionsMenu/DownloadOptionsMenu.test.tsx

@@ -116,7 +116,12 @@ describe.each([
 		expect(screen.getByRole('dialog')).toBeInTheDocument();
 		expect(screen.getByText('FORMAT')).toBeInTheDocument();
 		expect(screen.getByText('Number of Rows')).toBeInTheDocument();
-		expect(screen.getByText('Columns')).toBeInTheDocument();
+
+		if (dataSource === DataSource.TRACES) {
+			expect(screen.queryByText('Columns')).not.toBeInTheDocument();
+		} else {
+			expect(screen.getByText('Columns')).toBeInTheDocument();
+		}
 	});
 
 	it('allows changing export format', () => {
@@ -146,6 +151,17 @@ describe.each([
 	});
 
 	it('allows changing columns scope', () => {
+		if (dataSource === DataSource.TRACES) {
+			renderWithStore(dataSource);
+			fireEvent.click(screen.getByTestId(testId));
+
+			expect(screen.queryByRole('radio', { name: 'All' })).not.toBeInTheDocument();
+			expect(
+				screen.queryByRole('radio', { name: 'Selected' }),
+			).not.toBeInTheDocument();
+			return;
+		}
+
 		renderWithStore(dataSource);
 		fireEvent.click(screen.getByTestId(testId));
 
@@ -210,7 +226,12 @@ describe.each([
 		mockUseQueryBuilder.mockReturnValue({ stagedQuery: mockQuery });
 		renderWithStore(dataSource);
 		fireEvent.click(screen.getByTestId(testId));
-		fireEvent.click(screen.getByRole('radio', { name: 'Selected' }));
+
+		// For traces, column scope is always Selected and the radio is hidden
+		if (dataSource !== DataSource.TRACES) {
+			fireEvent.click(screen.getByRole('radio', { name: 'Selected' }));
+		}
+
 		fireEvent.click(screen.getByText('Export'));
 
 		await waitFor(() => {
@@ -227,6 +248,11 @@ describe.each([
 	});
 
 	it('sends no selectFields when column scope is All', async () => {
+		// For traces, column scope is always Selected — this test only applies to other sources
+		if (dataSource === DataSource.TRACES) {
+			return;
+		}
+
 		renderWithStore(dataSource);
 		fireEvent.click(screen.getByTestId(testId));
 		fireEvent.click(screen.getByRole('radio', { name: 'All' }));

frontend/src/components/DownloadOptionsMenu/DownloadOptionsMenu.tsx

@@ -1,5 +1,6 @@
 import { useCallback, useMemo, useState } from 'react';
 import { Button, Popover, Radio, Tooltip, Typography } from 'antd';
+import { TelemetryFieldKey } from 'api/v5/v5';
 import { useExportRawData } from 'hooks/useDownloadOptionsMenu/useDownloadOptionsMenu';
 import { Download, DownloadIcon, Loader2 } from 'lucide-react';
 import { DataSource } from 'types/common/queryBuilder';
@@ -14,10 +15,12 @@ import './DownloadOptionsMenu.styles.scss';
 
 interface DownloadOptionsMenuProps {
 	dataSource: DataSource;
+	selectedColumns?: TelemetryFieldKey[];
 }
 
 export default function DownloadOptionsMenu({
 	dataSource,
+	selectedColumns,
 }: DownloadOptionsMenuProps): JSX.Element {
 	const [exportFormat, setExportFormat] = useState<string>(DownloadFormats.CSV);
 	const [rowLimit, setRowLimit] = useState<number>(DownloadRowCounts.TEN_K);
@@ -35,9 +38,19 @@ export default function DownloadOptionsMenu({
 		await handleExportRawData({
 			format: exportFormat,
 			rowLimit,
-			clearSelectColumns: columnsScope === DownloadColumnsScopes.ALL,
+			clearSelectColumns:
+				dataSource !== DataSource.TRACES &&
+				columnsScope === DownloadColumnsScopes.ALL,
+			selectedColumns,
 		});
-	}, [exportFormat, rowLimit, columnsScope, handleExportRawData]);
+	}, [
+		exportFormat,
+		rowLimit,
+		columnsScope,
+		selectedColumns,
+		handleExportRawData,
+		dataSource,
+	]);
 
 	const popoverContent = useMemo(
 		() => (
@@ -72,18 +85,22 @@ export default function DownloadOptionsMenu({
 					</Radio.Group>
 				</div>
 
-				<div className="horizontal-line" />
+				{dataSource !== DataSource.TRACES && (
+					<>
+						<div className="horizontal-line" />
 
-				<div className="columns-scope">
-					<Typography.Text className="title">Columns</Typography.Text>
-					<Radio.Group
-						value={columnsScope}
-						onChange={(e): void => setColumnsScope(e.target.value)}
-					>
-						<Radio value={DownloadColumnsScopes.ALL}>All</Radio>
-						<Radio value={DownloadColumnsScopes.SELECTED}>Selected</Radio>
-					</Radio.Group>
-				</div>
+						<div className="columns-scope">
+							<Typography.Text className="title">Columns</Typography.Text>
+							<Radio.Group
+								value={columnsScope}
+								onChange={(e): void => setColumnsScope(e.target.value)}
+							>
+								<Radio value={DownloadColumnsScopes.ALL}>All</Radio>
+								<Radio value={DownloadColumnsScopes.SELECTED}>Selected</Radio>
+							</Radio.Group>
+						</div>
+					</>
+				)}
 
 				<Button
 					type="primary"
@@ -97,7 +114,14 @@ export default function DownloadOptionsMenu({
 				</Button>
 			</div>
 		),
-		[exportFormat, rowLimit, columnsScope, isDownloading, handleExport],
+		[
+			exportFormat,
+			rowLimit,
+			columnsScope,
+			isDownloading,
+			handleExport,
+			dataSource,
+		],
 	);
 
 	return (

frontend/src/container/AlertHistory/Statistics/AverageResolutionCard/AverageResolutionCard.tsx

@@ -16,9 +16,9 @@ function AverageResolutionCard({
 }: TotalTriggeredCardProps): JSX.Element {
 	return (
 		<StatsCard
-			displayValue={formatTime(currentAvgResolutionTime)}
-			totalCurrentCount={currentAvgResolutionTime}
-			totalPastCount={pastAvgResolutionTime}
+			displayValue={formatTime(+currentAvgResolutionTime)}
+			totalCurrentCount={+currentAvgResolutionTime}
+			totalPastCount={+pastAvgResolutionTime}
 			title="Avg. Resolution Time"
 			timeSeries={timeSeries}
 		/>

frontend/src/container/GridCardLayout/GridCardLayout.tsx

@@ -48,6 +48,7 @@ import DashboardEmptyState from './DashboardEmptyState/DashboardEmptyState';
 import GridCard from './GridCard';
 import { Card, CardContainer, ReactGridLayout } from './styles';
 import {
+	applyRowCollapse,
 	hasColumnWidthsChanged,
 	removeUndefinedValuesFromLayout,
 } from './utils';
@@ -268,13 +269,10 @@ function GraphLayout(props: GraphLayoutProps): JSX.Element {
 			return;
 		}
 
-		currentWidget.title = newTitle;
-		const updatedWidgets = selectedDashboard?.data?.widgets?.filter(
-			(e) => e.id !== currentSelectRowId,
+		const updatedWidgets = selectedDashboard?.data?.widgets?.map((e) =>
+			e.id === currentSelectRowId ? { ...e, title: newTitle } : e,
 		);
 
-		updatedWidgets?.push(currentWidget);
-
 		const updatedSelectedDashboard: Props = {
 			id: selectedDashboard.id,
 			data: {
@@ -316,88 +314,13 @@ function GraphLayout(props: GraphLayoutProps): JSX.Element {
 		if (!selectedDashboard) {
 			return;
 		}
-		const rowProperties = { ...currentPanelMap[id] };
-		const updatedPanelMap = { ...currentPanelMap };
-
-		let updatedDashboardLayout = [...dashboardLayout];
-		if (rowProperties.collapsed === true) {
-			rowProperties.collapsed = false;
-			const widgetsInsideTheRow = rowProperties.widgets;
-			let maxY = 0;
-			widgetsInsideTheRow.forEach((w) => {
-				maxY = Math.max(maxY, w.y + w.h);
-			});
-			const currentRowWidget = dashboardLayout.find((w) => w.i === id);
-			if (currentRowWidget && widgetsInsideTheRow.length) {
-				maxY -= currentRowWidget.h + currentRowWidget.y;
-			}
-
-			const idxCurrentRow = dashboardLayout.findIndex((w) => w.i === id);
-
-			for (let j = idxCurrentRow + 1; j < dashboardLayout.length; j++) {
-				updatedDashboardLayout[j].y += maxY;
-				if (updatedPanelMap[updatedDashboardLayout[j].i]) {
-					updatedPanelMap[updatedDashboardLayout[j].i].widgets = updatedPanelMap[
-						updatedDashboardLayout[j].i
-					].widgets.map((w) => ({
-						...w,
-						y: w.y + maxY,
-					}));
-				}
-			}
-			updatedDashboardLayout = [...updatedDashboardLayout, ...widgetsInsideTheRow];
-		} else {
-			rowProperties.collapsed = true;
-			const currentIdx = dashboardLayout.findIndex((w) => w.i === id);
-
-			let widgetsInsideTheRow: Layout[] = [];
-			let isPanelMapUpdated = false;
-			for (let j = currentIdx + 1; j < dashboardLayout.length; j++) {
-				if (currentPanelMap[dashboardLayout[j].i]) {
-					rowProperties.widgets = widgetsInsideTheRow;
-					widgetsInsideTheRow = [];
-					isPanelMapUpdated = true;
-					break;
-				} else {
-					widgetsInsideTheRow.push(dashboardLayout[j]);
-				}
-			}
-			if (!isPanelMapUpdated) {
-				rowProperties.widgets = widgetsInsideTheRow;
-			}
-			let maxY = 0;
-			widgetsInsideTheRow.forEach((w) => {
-				maxY = Math.max(maxY, w.y + w.h);
-			});
-			const currentRowWidget = dashboardLayout[currentIdx];
-			if (currentRowWidget && widgetsInsideTheRow.length) {
-				maxY -= currentRowWidget.h + currentRowWidget.y;
-			}
-			for (let j = currentIdx + 1; j < updatedDashboardLayout.length; j++) {
-				updatedDashboardLayout[j].y += maxY;
-				if (updatedPanelMap[updatedDashboardLayout[j].i]) {
-					updatedPanelMap[updatedDashboardLayout[j].i].widgets = updatedPanelMap[
-						updatedDashboardLayout[j].i
-					].widgets.map((w) => ({
-						...w,
-						y: w.y + maxY,
-					}));
-				}
-			}
-
-			updatedDashboardLayout = updatedDashboardLayout.filter(
-				(widget) => !rowProperties.widgets.some((w: Layout) => w.i === widget.i),
-			);
-		}
-		setCurrentPanelMap((prev) => ({
-			...prev,
-			...updatedPanelMap,
-			[id]: {
-				...rowProperties,
-			},
-		}));
-
-		setDashboardLayout(sortLayout(updatedDashboardLayout));
+		const { updatedLayout, updatedPanelMap } = applyRowCollapse(
+			id,
+			dashboardLayout,
+			currentPanelMap,
+		);
+		setCurrentPanelMap((prev) => ({ ...prev, ...updatedPanelMap }));
+		setDashboardLayout(sortLayout(updatedLayout));
 	};
 
 	const handleDragStop: ItemCallback = (_, oldItem, newItem): void => {

frontend/src/container/GridCardLayout/__tests__/rowCollapse.test.ts

@@ -0,0 +1,181 @@
+import { Layout } from 'react-grid-layout';
+
+import { applyRowCollapse, PanelMap } from '../utils';
+
+// Helper to produce deeply-frozen objects that mimic what zustand/immer returns.
+function freeze<T>(obj: T): T {
+	return JSON.parse(JSON.stringify(obj), (_, v) =>
+		typeof v === 'object' && v !== null ? Object.freeze(v) : v,
+	) as T;
+}
+
+// ─── fixtures ────────────────────────────────────────────────────────────────
+
+const ROW_ID = 'row1';
+
+/** A layout with one row followed by two widgets. */
+function makeLayout(): Layout[] {
+	return [
+		{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 },
+		{ i: 'w1', x: 0, y: 1, w: 6, h: 4 },
+		{ i: 'w2', x: 6, y: 1, w: 6, h: 4 },
+	];
+}
+
+/** panelMap where the row is expanded (collapsed = false, widgets = []). */
+function makeExpandedPanelMap(): PanelMap {
+	return {
+		[ROW_ID]: { collapsed: false, widgets: [] },
+	};
+}
+
+/** panelMap where the row is collapsed (widgets stored inside). */
+function makeCollapsedPanelMap(): PanelMap {
+	return {
+		[ROW_ID]: {
+			collapsed: true,
+			widgets: [
+				{ i: 'w1', x: 0, y: 1, w: 6, h: 4 },
+				{ i: 'w2', x: 6, y: 1, w: 6, h: 4 },
+			],
+		},
+	};
+}
+
+// ─── frozen-input guard (regression for zustand/immer read-only bug) ──────────
+
+describe('applyRowCollapse – does not mutate frozen inputs', () => {
+	it('does not throw when collapsing a row with frozen layout + panelMap', () => {
+		expect(() =>
+			applyRowCollapse(
+				ROW_ID,
+				freeze(makeLayout()),
+				freeze(makeExpandedPanelMap()),
+			),
+		).not.toThrow();
+	});
+
+	it('does not throw when expanding a row with frozen layout + panelMap', () => {
+		// Collapsed layout only has the row item; widgets live in panelMap.
+		const collapsedLayout = freeze([{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 }]);
+		expect(() =>
+			applyRowCollapse(ROW_ID, collapsedLayout, freeze(makeCollapsedPanelMap())),
+		).not.toThrow();
+	});
+
+	it('leaves the original layout array untouched after collapse', () => {
+		const layout = makeLayout();
+		const originalY = layout[1].y; // w1.y before collapse
+		applyRowCollapse(ROW_ID, layout, makeExpandedPanelMap());
+		expect(layout[1].y).toBe(originalY);
+	});
+
+	it('leaves the original panelMap untouched after collapse', () => {
+		const panelMap = makeExpandedPanelMap();
+		applyRowCollapse(ROW_ID, makeLayout(), panelMap);
+		expect(panelMap[ROW_ID].collapsed).toBe(false);
+	});
+});
+
+// ─── collapse behaviour ───────────────────────────────────────────────────────
+
+describe('applyRowCollapse – collapsing a row', () => {
+	it('sets collapsed = true on the row entry', () => {
+		const { updatedPanelMap } = applyRowCollapse(
+			ROW_ID,
+			makeLayout(),
+			makeExpandedPanelMap(),
+		);
+		expect(updatedPanelMap[ROW_ID].collapsed).toBe(true);
+	});
+
+	it('stores the child widgets inside the panelMap entry', () => {
+		const { updatedPanelMap } = applyRowCollapse(
+			ROW_ID,
+			makeLayout(),
+			makeExpandedPanelMap(),
+		);
+		const ids = updatedPanelMap[ROW_ID].widgets.map((w) => w.i);
+		expect(ids).toContain('w1');
+		expect(ids).toContain('w2');
+	});
+
+	it('removes child widgets from the returned layout', () => {
+		const { updatedLayout } = applyRowCollapse(
+			ROW_ID,
+			makeLayout(),
+			makeExpandedPanelMap(),
+		);
+		const ids = updatedLayout.map((l) => l.i);
+		expect(ids).not.toContain('w1');
+		expect(ids).not.toContain('w2');
+		expect(ids).toContain(ROW_ID);
+	});
+});
+
+// ─── expand behaviour ─────────────────────────────────────────────────────────
+
+describe('applyRowCollapse – expanding a row', () => {
+	it('sets collapsed = false on the row entry', () => {
+		const collapsedLayout: Layout[] = [{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 }];
+		const { updatedPanelMap } = applyRowCollapse(
+			ROW_ID,
+			collapsedLayout,
+			makeCollapsedPanelMap(),
+		);
+		expect(updatedPanelMap[ROW_ID].collapsed).toBe(false);
+	});
+
+	it('restores child widgets to the returned layout', () => {
+		const collapsedLayout: Layout[] = [{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 }];
+		const { updatedLayout } = applyRowCollapse(
+			ROW_ID,
+			collapsedLayout,
+			makeCollapsedPanelMap(),
+		);
+		const ids = updatedLayout.map((l) => l.i);
+		expect(ids).toContain('w1');
+		expect(ids).toContain('w2');
+	});
+
+	it('restored child widgets appear in both the layout and the panelMap entry', () => {
+		const collapsedLayout: Layout[] = [{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 }];
+		const { updatedLayout, updatedPanelMap } = applyRowCollapse(
+			ROW_ID,
+			collapsedLayout,
+			makeCollapsedPanelMap(),
+		);
+		// The previously-stored widgets should now be back in the live layout.
+		expect(updatedLayout.map((l) => l.i)).toContain('w1');
+		// The panelMap entry still holds a reference to them (stale until next collapse).
+		expect(updatedPanelMap[ROW_ID].widgets.map((w) => w.i)).toContain('w1');
+	});
+});
+
+// ─── y-offset adjustment ──────────────────────────────────────────────────────
+
+describe('applyRowCollapse – y-offset adjustments for rows below', () => {
+	it('shifts items below a second row down when the first row expands', () => {
+		const ROW2 = 'row2';
+		// Layout: row1 (y=0,h=1) | w1 (y=1,h=4) | row2 (y=5,h=1) | w3 (y=6,h=2)
+		const layout: Layout[] = [
+			{ i: ROW_ID, x: 0, y: 0, w: 12, h: 1 },
+			{ i: 'w1', x: 0, y: 1, w: 12, h: 4 },
+			{ i: ROW2, x: 0, y: 5, w: 12, h: 1 },
+			{ i: 'w3', x: 0, y: 6, w: 12, h: 2 },
+		];
+		const panelMap: PanelMap = {
+			[ROW_ID]: {
+				collapsed: true,
+				widgets: [{ i: 'w1', x: 0, y: 1, w: 12, h: 4 }],
+			},
+			[ROW2]: { collapsed: false, widgets: [] },
+		};
+		// Expanding row1 should push row2 and w3 down by the height of w1 (4).
+		const collapsedLayout = layout.filter((l) => l.i !== 'w1');
+		const { updatedLayout } = applyRowCollapse(ROW_ID, collapsedLayout, panelMap);
+
+		const row2Item = updatedLayout.find((l) => l.i === ROW2);
+		expect(row2Item?.y).toBe(5 + 4); // shifted by maxY = 4
+	});
+});

frontend/src/container/GridCardLayout/utils.ts

@@ -4,6 +4,122 @@ import { isEmpty, isEqual } from 'lodash-es';
 import { Dashboard, Widgets } from 'types/api/dashboard/getAll';
 import { IBuilderQuery, Query } from 'types/api/queryBuilder/queryBuilderData';
 
+export type PanelMap = Record<
+	string,
+	{ widgets: Layout[]; collapsed: boolean }
+>;
+
+export interface RowCollapseResult {
+	updatedLayout: Layout[];
+	updatedPanelMap: PanelMap;
+}
+
+/**
+ * Pure function that computes the new layout and panelMap after toggling a
+ * row's collapsed state. All inputs are treated as immutable — no input object
+ * is mutated, so it is safe to pass frozen objects from the zustand store.
+ */
+// eslint-disable-next-line sonarjs/cognitive-complexity
+export function applyRowCollapse(
+	id: string,
+	dashboardLayout: Layout[],
+	currentPanelMap: PanelMap,
+): RowCollapseResult {
+	// Deep-copy the row's own properties so we can mutate our local copy.
+	const rowProperties = {
+		...currentPanelMap[id],
+		widgets: [...(currentPanelMap[id]?.widgets ?? [])],
+	};
+
+	// Shallow-copy each entry's widgets array so inner .map() calls are safe.
+	const updatedPanelMap: PanelMap = Object.fromEntries(
+		Object.entries(currentPanelMap).map(([k, v]) => [
+			k,
+			{ ...v, widgets: [...v.widgets] },
+		]),
+	);
+
+	let updatedDashboardLayout = [...dashboardLayout];
+
+	if (rowProperties.collapsed === true) {
+		// ── EXPAND ──────────────────────────────────────────────────────────────
+		rowProperties.collapsed = false;
+		const widgetsInsideTheRow = rowProperties.widgets;
+
+		let maxY = 0;
+		widgetsInsideTheRow.forEach((w) => {
+			maxY = Math.max(maxY, w.y + w.h);
+		});
+		const currentRowWidget = dashboardLayout.find((w) => w.i === id);
+		if (currentRowWidget && widgetsInsideTheRow.length) {
+			maxY -= currentRowWidget.h + currentRowWidget.y;
+		}
+
+		const idxCurrentRow = dashboardLayout.findIndex((w) => w.i === id);
+		for (let j = idxCurrentRow + 1; j < dashboardLayout.length; j++) {
+			updatedDashboardLayout[j] = {
+				...updatedDashboardLayout[j],
+				y: updatedDashboardLayout[j].y + maxY,
+			};
+			if (updatedPanelMap[updatedDashboardLayout[j].i]) {
+				updatedPanelMap[updatedDashboardLayout[j].i].widgets = updatedPanelMap[
+					updatedDashboardLayout[j].i
+				].widgets.map((w) => ({ ...w, y: w.y + maxY }));
+			}
+		}
+		updatedDashboardLayout = [...updatedDashboardLayout, ...widgetsInsideTheRow];
+	} else {
+		// ── COLLAPSE ─────────────────────────────────────────────────────────────
+		rowProperties.collapsed = true;
+		const currentIdx = dashboardLayout.findIndex((w) => w.i === id);
+
+		let widgetsInsideTheRow: Layout[] = [];
+		let isPanelMapUpdated = false;
+		for (let j = currentIdx + 1; j < dashboardLayout.length; j++) {
+			if (currentPanelMap[dashboardLayout[j].i]) {
+				rowProperties.widgets = widgetsInsideTheRow;
+				widgetsInsideTheRow = [];
+				isPanelMapUpdated = true;
+				break;
+			} else {
+				widgetsInsideTheRow.push(dashboardLayout[j]);
+			}
+		}
+		if (!isPanelMapUpdated) {
+			rowProperties.widgets = widgetsInsideTheRow;
+		}
+
+		let maxY = 0;
+		widgetsInsideTheRow.forEach((w) => {
+			maxY = Math.max(maxY, w.y + w.h);
+		});
+		const currentRowWidget = dashboardLayout[currentIdx];
+		if (currentRowWidget && widgetsInsideTheRow.length) {
+			maxY -= currentRowWidget.h + currentRowWidget.y;
+		}
+
+		for (let j = currentIdx + 1; j < updatedDashboardLayout.length; j++) {
+			updatedDashboardLayout[j] = {
+				...updatedDashboardLayout[j],
+				y: updatedDashboardLayout[j].y + maxY,
+			};
+			if (updatedPanelMap[updatedDashboardLayout[j].i]) {
+				updatedPanelMap[updatedDashboardLayout[j].i].widgets = updatedPanelMap[
+					updatedDashboardLayout[j].i
+				].widgets.map((w) => ({ ...w, y: w.y + maxY }));
+			}
+		}
+
+		updatedDashboardLayout = updatedDashboardLayout.filter(
+			(widget) => !rowProperties.widgets.some((w: Layout) => w.i === widget.i),
+		);
+	}
+
+	updatedPanelMap[id] = { ...rowProperties };
+
+	return { updatedLayout: updatedDashboardLayout, updatedPanelMap };
+}
+
 export const removeUndefinedValuesFromLayout = (layout: Layout[]): Layout[] =>
 	layout.map((obj) =>
 		Object.fromEntries(

frontend/src/container/LogsExplorerViews/LogsActionsContainer.tsx

@@ -92,7 +92,10 @@ function LogsActionsContainer({
 								/>
 							</div>
 							<div className="download-options-container">
-								<DownloadOptionsMenu dataSource={DataSource.LOGS} />
+								<DownloadOptionsMenu
+									dataSource={DataSource.LOGS}
+									selectedColumns={options?.selectColumns}
+								/>
 							</div>
 							<div className="format-options-container">
 								<LogsFormatOptionsMenu

frontend/src/container/LogsPanelTable/LogsPanelComponent.tsx

@@ -42,8 +42,15 @@ function LogsPanelComponent({
 		setPageSize(value);
 		setOffset(0);
 		setRequestData((prev) => {
-			const newQueryData = { ...prev.query };
-			newQueryData.builder.queryData[0].pageSize = value;
+			const newQueryData = {
+				...prev.query,
+				builder: {
+					...prev.query.builder,
+					queryData: prev.query.builder.queryData.map((qd, i) =>
+						i === 0 ? { ...qd, pageSize: value } : qd,
+					),
+				},
+			};
 			return {
 				...prev,
 				query: newQueryData,

frontend/src/container/PublicDashboardContainer/Panel.tsx

@@ -42,11 +42,19 @@ function Panel({
 			};
 		}
 
-		updatedQuery.builder.queryData[0].pageSize = 10;
 		const initialDataSource = updatedQuery.builder.queryData[0].dataSource;
+		const updatedQueryForList = {
+			...updatedQuery,
+			builder: {
+				...updatedQuery.builder,
+				queryData: updatedQuery.builder.queryData.map((qd, i) =>
+					i === 0 ? { ...qd, pageSize: 10 } : qd,
+				),
+			},
+		};
 
 		return {
-			query: updatedQuery,
+			query: updatedQueryForList,
 			graphType: PANEL_TYPES.LIST,
 			selectedTime: widget.timePreferance || 'GLOBAL_TIME',
 			tableParams: {

frontend/src/container/TracesExplorer/ListView/index.tsx

@@ -239,7 +239,10 @@ function ListView({
 					/>
 				</div>
 
-				<DownloadOptionsMenu dataSource={DataSource.TRACES} />
+				<DownloadOptionsMenu
+					dataSource={DataSource.TRACES}
+					selectedColumns={options?.selectColumns}
+				/>
 
 				<TraceExplorerControls
 					isLoading={isFetching}

frontend/src/hooks/queryBuilder/useGetQueryRange.ts

@@ -52,37 +52,44 @@ export const useGetQueryRange: UseGetQueryRange = (
 			!firstQueryData?.filters?.items.some((filter) => filter.key?.key === 'id') &&
 			firstQueryData?.orderBy[0].columnName === 'timestamp';
 
-		const modifiedRequestData = {
+		if (
+			isListWithSingleTimestampOrder &&
+			firstQueryData?.dataSource === DataSource.LOGS
+		) {
+			return {
+				...requestData,
+				graphType:
+					requestData.graphType === PANEL_TYPES.BAR
+						? PANEL_TYPES.TIME_SERIES
+						: requestData.graphType,
+				query: {
+					...requestData.query,
+					builder: {
+						...requestData.query.builder,
+						queryData: [
+							{
+								...firstQueryData,
+								orderBy: [
+									...(firstQueryData?.orderBy || []),
+									{
+										columnName: 'id',
+										order: firstQueryData?.orderBy[0]?.order,
+									},
+								],
+							},
+						],
+					},
+				},
+			};
+		}
+
+		return {
 			...requestData,
 			graphType:
 				requestData.graphType === PANEL_TYPES.BAR
 					? PANEL_TYPES.TIME_SERIES
 					: requestData.graphType,
 		};
-
-		// If the query is a list with a single timestamp order, we need to add the id column to the order by clause
-		if (
-			isListWithSingleTimestampOrder &&
-			firstQueryData?.dataSource === DataSource.LOGS
-		) {
-			modifiedRequestData.query.builder = {
-				...requestData.query.builder,
-				queryData: [
-					{
-						...firstQueryData,
-						orderBy: [
-							...(firstQueryData?.orderBy || []),
-							{
-								columnName: 'id',
-								order: firstQueryData?.orderBy[0]?.order,
-							},
-						],
-					},
-				],
-			};
-		}
-
-		return modifiedRequestData;
 	}, [requestData]);
 
 	const queryKey = useMemo(() => {

frontend/src/hooks/useDownloadOptionsMenu/useDownloadOptionsMenu.ts

@@ -3,7 +3,7 @@ import { useCallback, useState } from 'react';
 import { useSelector } from 'react-redux';
 import { message } from 'antd';
 import { downloadExportData } from 'api/v1/download/downloadExportData';
-import { prepareQueryRangePayloadV5 } from 'api/v5/v5';
+import { prepareQueryRangePayloadV5, TelemetryFieldKey } from 'api/v5/v5';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { AppState } from 'store/reducers';
@@ -14,6 +14,7 @@ interface ExportOptions {
 	format: string;
 	rowLimit: number;
 	clearSelectColumns: boolean;
+	selectedColumns?: TelemetryFieldKey[];
 }
 
 interface UseExportRawDataProps {
@@ -42,6 +43,7 @@ export function useExportRawData({
 			format,
 			rowLimit,
 			clearSelectColumns,
+			selectedColumns,
 		}: ExportOptions): Promise<void> => {
 			if (!stagedQuery) {
 				return;
@@ -50,6 +52,12 @@ export function useExportRawData({
 			try {
 				setIsDownloading(true);
 
+				const selectColumnsOverride = clearSelectColumns
+					? {}
+					: selectedColumns?.length
+					? { selectColumns: selectedColumns }
+					: {};
+
 				const exportQuery = {
 					...stagedQuery,
 					builder: {
@@ -59,7 +67,7 @@ export function useExportRawData({
 							groupBy: [],
 							having: { expression: '' },
 							limit: rowLimit,
-							...(clearSelectColumns && { selectColumns: [] }),
+							...selectColumnsOverride,
 						})),
 						queryTraceOperator: (stagedQuery.builder.queryTraceOperator || []).map(
 							(traceOp) => ({
@@ -67,7 +75,7 @@ export function useExportRawData({
 								groupBy: [],
 								having: { expression: '' },
 								limit: rowLimit,
-								...(clearSelectColumns && { selectColumns: [] }),
+								...selectColumnsOverride,
 							}),
 						),
 					},

frontend/src/types/api/alerts/def.ts

@@ -56,8 +56,8 @@ export interface AlertRuleStats {
 	totalPastTriggers: number;
 	currentTriggersSeries: CurrentTriggersSeries;
 	pastTriggersSeries: CurrentTriggersSeries | null;
-	currentAvgResolutionTime: number;
-	pastAvgResolutionTime: number;
+	currentAvgResolutionTime: string;
+	pastAvgResolutionTime: string;
 	currentAvgResolutionTimeSeries: CurrentTriggersSeries;
 	pastAvgResolutionTimeSeries: any | null;
 }

frontend/src/utils/timeUtils.ts

@@ -112,6 +112,12 @@ export function formatEpochTimestamp(epoch: number): string {
  */
 
 export function formatTime(seconds: number): string {
+	seconds = +seconds;
+
+	if (Number.isNaN(seconds)) {
+		return '-';
+	}
+
 	const days = seconds / 86400;
 
 	if (days >= 1) {

pkg/query-service/app/traces/tracedetail/waterfall.go

@@ -1,6 +1,7 @@
 package tracedetail
 
 import (
+	"maps"
 	"slices"
 	"sort"
 
@@ -63,26 +64,22 @@ func findIndexForSelectedSpanFromPreOrder(spans []*model.Span, selectedSpanId st
 	return selectedSpanIndex
 }
 
-func getPathFromRootToSelectedSpanId(node *model.Span, selectedSpanId string, uncollapsedSpans []string, isSelectedSpanIDUnCollapsed bool) (bool, []string) {
+func getPathFromRootToSelectedSpanId(node *model.Span, selectedSpanId string) (bool, []string) {
 	spansFromRootToNode := []string{}
 
+	spansFromRootToNode = append(spansFromRootToNode, node.SpanID)
 	if node.SpanID == selectedSpanId {
-		if isSelectedSpanIDUnCollapsed && !slices.Contains(uncollapsedSpans, node.SpanID) {
-			spansFromRootToNode = append(spansFromRootToNode, node.SpanID)
-		}
 		return true, spansFromRootToNode
 	}
 
 	isPresentInSubtreeForTheNode := false
 	for _, child := range node.Children {
-		isPresentInThisSubtree, _spansFromRootToNode := getPathFromRootToSelectedSpanId(child, selectedSpanId, uncollapsedSpans, isSelectedSpanIDUnCollapsed)
+		isPresentInThisSubtree, _spansFromRootToNode := getPathFromRootToSelectedSpanId(child, selectedSpanId)
 		// if the interested node is present in the given subtree then add the span node to uncollapsed node list
 		if isPresentInThisSubtree {
-			if !slices.Contains(uncollapsedSpans, node.SpanID) {
-				spansFromRootToNode = append(spansFromRootToNode, node.SpanID)
-			}
 			isPresentInSubtreeForTheNode = true
 			spansFromRootToNode = append(spansFromRootToNode, _spansFromRootToNode...)
+			break
 		}
 	}
 	return isPresentInSubtreeForTheNode, spansFromRootToNode
@@ -92,7 +89,7 @@ func getPathFromRootToSelectedSpanId(node *model.Span, selectedSpanId string, un
 // throughout the recursion. Per-call state (level, isPartOfPreOrder, etc.)
 // is passed as direct arguments.
 type traverseOpts struct {
-	uncollapsedSpans []string
+	uncollapsedSpans map[string]struct{}
 	selectedSpanID   string
 }
 
@@ -134,7 +131,7 @@ func traverseTrace(span *model.Span, opts traverseOpts, level uint64, isPartOfPr
 		preOrderTraversal = append(preOrderTraversal, &nodeWithoutChildren)
 	}
 
-	isAlreadyUncollapsed := slices.Contains(opts.uncollapsedSpans, span.SpanID)
+	_, isAlreadyUncollapsed := opts.uncollapsedSpans[span.SpanID]
 	for index, child := range span.Children {
 		_childTraversal := traverseTrace(child, opts, level+1, isPartOfPreOrder && isAlreadyUncollapsed, index != (len(span.Children)-1))
 		preOrderTraversal = append(preOrderTraversal, _childTraversal...)
@@ -169,16 +166,28 @@ func GetSelectedSpans(uncollapsedSpans []string, selectedSpanID string, traceRoo
 
 	var preOrderTraversal = make([]*model.Span, 0)
 	var rootServiceName, rootServiceEntryPoint string
-	updatedUncollapsedSpans := uncollapsedSpans
+
+	// create a map of uncollapsed spans for quick lookup
+	uncollapsedSpanMap := make(map[string]struct{})
+	for _, spanID := range uncollapsedSpans {
+		uncollapsedSpanMap[spanID] = struct{}{}
+	}
 
 	selectedSpanIndex := -1
 	for _, rootSpanID := range traceRoots {
 		if rootNode, exists := spanIdToSpanNodeMap[rootSpanID.SpanID]; exists {
-			_, spansFromRootToNode := getPathFromRootToSelectedSpanId(rootNode, selectedSpanID, updatedUncollapsedSpans, isSelectedSpanIDUnCollapsed)
-			updatedUncollapsedSpans = append(updatedUncollapsedSpans, spansFromRootToNode...)
+			present, spansFromRootToNode := getPathFromRootToSelectedSpanId(rootNode, selectedSpanID)
+			if present {
+				for _, spanID := range spansFromRootToNode {
+					if selectedSpanID == spanID && !isSelectedSpanIDUnCollapsed {
+						continue
+					}
+					uncollapsedSpanMap[spanID] = struct{}{}
+				}
+			}
 
 			opts := traverseOpts{
-				uncollapsedSpans: updatedUncollapsedSpans,
+				uncollapsedSpans: uncollapsedSpanMap,
 				selectedSpanID:   selectedSpanID,
 			}
 			_preOrderTraversal := traverseTrace(rootNode, opts, 0, true, false)
@@ -223,5 +232,5 @@ func GetSelectedSpans(uncollapsedSpans []string, selectedSpanID string, traceRoo
 		startIndex = 0
 	}
 
-	return preOrderTraversal[startIndex:endIndex], updatedUncollapsedSpans, rootServiceName, rootServiceEntryPoint
+	return preOrderTraversal[startIndex:endIndex], slices.Collect(maps.Keys(uncollapsedSpanMap)), rootServiceName, rootServiceEntryPoint
 }

pkg/query-service/app/traces/tracedetail/waterfall_test.go

@@ -183,7 +183,7 @@ func TestGetSelectedSpans_PathReturnedInUncollapsed(t *testing.T) {
 	spanMap := buildSpanMap(root)
 	spans, uncollapsed, _, _ := GetSelectedSpans([]string{}, "selected", []*model.Span{root}, spanMap, false)
 
-	assert.Equal(t, []string{"root", "parent"}, uncollapsed)
+	assert.ElementsMatch(t, []string{"root", "parent"}, uncollapsed)
 	assert.Equal(t, []string{"root", "parent", "selected"}, spanIDs(spans))
 }
 
@@ -206,7 +206,7 @@ func TestGetSelectedSpans_SiblingsNotExpanded(t *testing.T) {
 	// children of root sort alphabetically: parent < unrelated; unrelated-child stays hidden
 	assert.Equal(t, []string{"root", "parent", "selected", "unrelated"}, spanIDs(spans))
 	// only the path nodes are tracked as uncollapsed — unrelated is not
-	assert.Equal(t, []string{"root", "parent"}, uncollapsed)
+	assert.ElementsMatch(t, []string{"root", "parent"}, uncollapsed)
 }
 
 // An unknown selectedSpanID must not panic; returns a window from index 0.

pkg/telemetrylogs/json_condition_builder.go

@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"slices"
 
+	schemamigrator "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -40,8 +41,14 @@ func (c *jsonConditionBuilder) buildJSONCondition(operator qbtypes.FilterOperato
 		}
 		conditions = append(conditions, condition)
 	}
+	baseCond := sb.Or(conditions...)
 
-	return sb.Or(conditions...), nil
+	// path index
+	if operator.AddDefaultExistsFilter() {
+		pathIndex := fmt.Sprintf(`has(%s, '%s')`, schemamigrator.JSONPathsIndexExpr(LogsV2BodyV2Column), c.key.ArrayParentPaths()[0])
+		return sb.And(baseCond, pathIndex), nil
+	}
+	return baseCond, nil
 }
 
 // emitPlannedCondition handles paths with array traversal

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -258,7 +258,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (dynamicElement(body_v2.`user.name`, 'String') = ?) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((dynamicElement(body_v2.`user.name`, 'String') = ?) AND has(JSONAllPaths(body_v2), 'user.name')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "x", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -300,7 +300,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`name`, 'String') = ?, dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`name`, 'String') = ?, arrayMap(x->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))'))) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`name`, 'String') = ?, dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`name`, 'String') = ?, arrayMap(x->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))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "Iron Award", "Iron Award", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -314,7 +314,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((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))'))) OR (arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> toFloat64(x) = ?, arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((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(?), arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> toFloat64(x) = ?, arrayMap(x->dynamicElement(x, 'Float64'), arrayFilter(x->(dynamicType(x) = 'Float64'), 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'))) 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)]."},
 			},
@@ -329,7 +329,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> LOWER(dynamicElement(`body_v2.education`.`name`, 'String')) LIKE LOWER(?), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> LOWER(dynamicElement(`body_v2.education`.`name`, 'String')) LIKE LOWER(?), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "%IIT%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -343,7 +343,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> x = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) OR (arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(toString(x)) LIKE LOWER(?), dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')) OR arrayExists(x -> 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(?), arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = 'Bool'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'Bool'), arrayFilter(x->(dynamicType(x) = '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'))) 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)]."},
 			},
@@ -358,7 +358,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((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))'))) OR (arrayExists(`body_v2.education`-> (arrayExists(x -> LOWER(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((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(x) LIKE LOWER(?), arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)')))) OR arrayExists(x -> x = ?, arrayMap(x->dynamicElement(x, 'String'), arrayFilter(x->(dynamicType(x) = 'String'), 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'))) 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)]."},
 			},
@@ -373,7 +373,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((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))'))) OR (arrayExists(`body_v2.education`-> (arrayExists(x -> x IN (?, ?), arrayMap(x->dynamicElement(x, 'Array(Nullable(Float64))'), arrayFilter(x->(dynamicType(x) = 'Array(Nullable(Float64))'), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((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 -> x IN (?, ?), arrayMap(x->dynamicElement(x, 'Array(Nullable(Float64))'), arrayFilter(x->(dynamicType(x) = 'Array(Nullable(Float64))'), 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'))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), 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,jsondatatype=Array(Nullable(Float64)) name=education[].parameters,context=body,datatype=[]dynamic,jsondatatype=Array(Dynamic)]."},
 			},
@@ -388,7 +388,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) BETWEEN ? AND ?, dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) BETWEEN ? AND ?, arrayMap(x->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))'))) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) BETWEEN ? AND ?, dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) BETWEEN ? AND ?, arrayMap(x->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))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), float64(2), float64(4), float64(2), float64(4), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -402,7 +402,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) IN (?, ?), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) IN (?, ?), arrayMap(x->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))'))) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) IN (?, ?), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> toFloat64(dynamicElement(`body_v2.education[].awards`.`semester`, 'Int64')) IN (?, ?), arrayMap(x->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))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), float64(2), float64(4), float64(2), float64(4), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -416,7 +416,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> (arrayExists(`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))')) OR arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`type`, 'String') = ?, arrayMap(x->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))'))) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(`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))')) OR arrayExists(`body_v2.education[].awards`-> dynamicElement(`body_v2.education[].awards`.`type`, 'String') = ?, arrayMap(x->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))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "sports", "sports", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -430,7 +430,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((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))'))) 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 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((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'))) 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))]."},
 			},
@@ -445,7 +445,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((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 -> toString(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))'))) 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 -> 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 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((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 -> toString(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 -> 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'))) 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))]."},
 			},
@@ -460,7 +460,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(x->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))')) OR arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=64))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->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))'))) 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=2, max_dynamic_paths=0))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(x->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))')) OR arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=64))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(`body_v2.education[].awards[].participated[].team`-> LOWER(dynamicElement(`body_v2.education[].awards[].participated[].team`.`branch`, 'String')) LIKE LOWER(?), dynamicElement(`body_v2.education[].awards[].participated`.`team`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->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))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "%Civil%", "%Civil%", "%Civil%", "%Civil%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -474,7 +474,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((LOWER(toString(dynamicElement(body_v2.`user.age`, 'Int64'))) LIKE LOWER(?)) OR (LOWER(dynamicElement(body_v2.`user.age`, 'String')) LIKE LOWER(?))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query:    "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (((LOWER(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'))) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:     []any{uint64(1747945619), uint64(1747983448), "%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,jsondatatype=Int64 name=user.age,context=body,datatype=string,jsondatatype=String]."},
 			},
@@ -489,7 +489,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (LOWER(toString(dynamicElement(body_v2.`user.height`, 'Float64'))) LIKE LOWER(?)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Query: "WITH __resource_filter AS (SELECT fingerprint FROM signoz_logs.distributed_logs_v2_resource WHERE 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((LOWER(toString(dynamicElement(body_v2.`user.height`, 'Float64'))) LIKE LOWER(?)) AND has(JSONAllPaths(body_v2), 'user.height')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "%5.8%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
@@ -503,7 +503,7 @@ 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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND (arrayExists(`body_v2.education`-> LOWER(toString(dynamicElement(`body_v2.education`.`year`, 'Int64'))) LIKE LOWER(?), dynamicElement(body_v2.`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_v2 as body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE resource_fingerprint GLOBAL IN (SELECT fingerprint FROM __resource_filter) AND ((arrayExists(`body_v2.education`-> LOWER(toString(dynamicElement(`body_v2.education`.`year`, 'Int64'))) LIKE LOWER(?), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))) AND has(JSONAllPaths(body_v2), 'education')) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
 				Args:  []any{uint64(1747945619), uint64(1747983448), "%2020%", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,

pkg/types/querybuildertypes/querybuildertypesv5/functions.go

@@ -102,6 +102,10 @@ func (fn FunctionName) Validate() error {
 
 // ApplyFunction applies the given function to the result data
 func ApplyFunction(fn Function, result *TimeSeries) *TimeSeries {
+	if len(result.Values) == 0 {
+		return result
+	}
+
 	// Extract the function name and arguments
 	name := fn.Name
 	args := fn.Args

pkg/types/querybuildertypes/querybuildertypesv5/functions_test.go

@@ -599,6 +599,14 @@ func TestApplyFunction(t *testing.T) {
 		values   []float64
 		want     []float64
 	}{
+		{
+			name: "test with empty series",
+			function: Function{
+				Name: FunctionNameRunningDiff,
+			},
+			values: []float64{},
+			want:   []float64{},
+		},
 		{
 			name: "cutOffMin function",
 			function: Function{

pkg/types/querybuildertypes/querybuildertypesv5/validation.go

@@ -206,8 +206,11 @@ func (q *QueryBuilderQuery[T]) validateAggregations(cfg validationConfig) error
 		return nil
 	}
 
-	// At least one aggregation required for non-disabled queries
-	if len(q.Aggregations) == 0 && !q.Disabled {
+	// At least one aggregation required for aggregation queries, even if
+	// they are disabled, usually because they are used in formula
+	// regardless of use in formula, it's invalid to have empty Aggregations
+	// for aggregation request
+	if len(q.Aggregations) == 0 {
 		return errors.NewInvalidInputf(
 			errors.CodeInvalidInput,
 			"at least one aggregation is required",

pkg/types/querybuildertypes/querybuildertypesv5/validation_test.go

@@ -4,6 +4,7 @@ import (
 	"strings"
 	"testing"
 
+	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
@@ -31,7 +32,14 @@ func TestQueryRangeRequest_ValidateAllQueriesNotDisabled(t *testing.T) {
 							Spec: QueryBuilderQuery[MetricAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalMetrics,
+								Aggregations: []MetricAggregation{
+									{
+										MetricName:       "test",
+										TimeAggregation:  metrictypes.TimeAggregationAvg,
+										SpaceAggregation: metrictypes.SpaceAggregationMax,
+									},
+								},
+								Signal: telemetrytypes.SignalMetrics,
 							},
 						},
 						{
@@ -39,7 +47,12 @@ func TestQueryRangeRequest_ValidateAllQueriesNotDisabled(t *testing.T) {
 							Spec: QueryBuilderQuery[LogAggregation]{
 								Name:     "B",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalLogs,
+								Aggregations: []LogAggregation{
+									{
+										Expression: "count()",
+									},
+								},
+								Signal: telemetrytypes.SignalLogs,
 							},
 						},
 					},
@@ -61,7 +74,14 @@ func TestQueryRangeRequest_ValidateAllQueriesNotDisabled(t *testing.T) {
 							Spec: QueryBuilderQuery[MetricAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalMetrics,
+								Aggregations: []MetricAggregation{
+									{
+										MetricName:       "test",
+										TimeAggregation:  metrictypes.TimeAggregationAvg,
+										SpaceAggregation: metrictypes.SpaceAggregationMax,
+									},
+								},
+								Signal: telemetrytypes.SignalMetrics,
 							},
 						},
 						{
@@ -194,7 +214,14 @@ func TestQueryRangeRequest_ValidateAllQueriesNotDisabled(t *testing.T) {
 							Spec: QueryBuilderQuery[MetricAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalMetrics,
+								Aggregations: []MetricAggregation{
+									{
+										MetricName:       "test",
+										TimeAggregation:  metrictypes.TimeAggregationAvg,
+										SpaceAggregation: metrictypes.SpaceAggregationMax,
+									},
+								},
+								Signal: telemetrytypes.SignalMetrics,
 							},
 						},
 						{
@@ -232,7 +259,12 @@ func TestQueryRangeRequest_ValidateAllQueriesNotDisabled(t *testing.T) {
 							Spec: QueryBuilderQuery[LogAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalLogs,
+								Aggregations: []LogAggregation{
+									{
+										Expression: "sum(duration)",
+									},
+								},
+								Signal: telemetrytypes.SignalLogs,
 							},
 						},
 					},
@@ -366,7 +398,12 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 							Spec: QueryBuilderQuery[LogAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalLogs,
+								Aggregations: []LogAggregation{
+									{
+										Expression: "count()",
+									},
+								},
+								Signal: telemetrytypes.SignalLogs,
 							},
 						},
 						{
@@ -374,7 +411,12 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 							Spec: QueryBuilderQuery[TraceAggregation]{
 								Name:     "A",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalTraces,
+								Aggregations: []TraceAggregation{
+									{
+										Expression: "count()",
+									},
+								},
+								Signal: telemetrytypes.SignalTraces,
 							},
 						},
 					},
@@ -396,7 +438,12 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 							Spec: QueryBuilderQuery[LogAggregation]{
 								Name:     "X",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalLogs,
+								Aggregations: []LogAggregation{
+									{
+										Expression: "count()",
+									},
+								},
+								Signal: telemetrytypes.SignalLogs,
 							},
 						},
 						{
@@ -404,7 +451,14 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 							Spec: QueryBuilderQuery[MetricAggregation]{
 								Name:     "X",
 								Disabled: true,
-								Signal:   telemetrytypes.SignalMetrics,
+								Aggregations: []MetricAggregation{
+									{
+										MetricName:       "test",
+										TimeAggregation:  metrictypes.TimeAggregationAvg,
+										SpaceAggregation: metrictypes.SpaceAggregationMax,
+									},
+								},
+								Signal: telemetrytypes.SignalMetrics,
 							},
 						},
 					},
@@ -427,7 +481,9 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 								Name:   "A",
 								Signal: telemetrytypes.SignalLogs,
 								Aggregations: []LogAggregation{
-									{Expression: "count()"},
+									{
+										Expression: "count()",
+									},
 								},
 							},
 						},
@@ -581,7 +637,9 @@ func TestQueryRangeRequest_ValidateCompositeQuery(t *testing.T) {
 								Name:   "A",
 								Signal: telemetrytypes.SignalLogs,
 								Aggregations: []LogAggregation{
-									{Expression: "count()"},
+									{
+										Expression: "count()",
+									},
 								},
 							},
 						},