chore: update return

* chore: refactored the config builder and added base config builder

* chore: added a common chart wrapper

* chore: tsc fix

* fix: pr review changes

* fix: pr review changes

* chore: added different tooltips

* chore: removed dayjs extention

* feat: added new barpanel component

* fix: added fix for pr review changes

* chore: added support for bar alignment configuration

* chore: updated structure for bar panel

* chore: pr review fix

README.de-de.md

@@ -176,25 +176,6 @@ Wir haben Benchmarks veröffentlicht, die Loki mit SigNoz vergleichen. Schauen S
 Wir ❤️ Beiträge zum Projekt, egal ob große oder kleine. Bitte lies dir zuerst die [CONTRIBUTING.md](CONTRIBUTING.md), durch, bevor du anfängst, Beiträge zu SigNoz zu machen.
 Du bist dir nicht sicher, wie du anfangen sollst? Schreib uns einfach auf dem #contributing Kanal in unserer [slack community](https://signoz.io/slack)
 
-### Unsere Projektbetreuer
-
-#### Backend
-
-- [Ankit Nayan](https://github.com/ankitnayan)
-- [Nityananda Gohain](https://github.com/nityanandagohain)
-- [Srikanth Chekuri](https://github.com/srikanthccv)
-- [Vishal Sharma](https://github.com/makeavish)
-
-#### Frontend
-
-- [Palash Gupta](https://github.com/palashgdev)
-- [Yunus M](https://github.com/YounixM)
-- [Rajat Dabade](https://github.com/Rajat-Dabade)
-
-#### DevOps
-
-- [Prashant Shahi](https://github.com/prashant-shahi)
-
 <br /><br />
 
 ## Dokumentation

README.md

@@ -221,34 +221,6 @@ We ❤️ contributions big or small. Please read [CONTRIBUTING.md](CONTRIBUTING
 
 Not sure how to get started? Just ping us on `#contributing` in our [slack community](https://signoz.io/slack)
 
-### Project maintainers
-
-#### Backend
-
-- [Ankit Nayan](https://github.com/ankitnayan)
-- [Nityananda Gohain](https://github.com/nityanandagohain)
-- [Srikanth Chekuri](https://github.com/srikanthccv)
-- [Vishal Sharma](https://github.com/makeavish)
-- [Shivanshu Raj Shrivastava](https://github.com/shivanshuraj1333)
-- [Ekansh Gupta](https://github.com/eKuG)
-- [Aniket Agarwal](https://github.com/aniketio-ctrl)
-
-#### Frontend
-
-- [Yunus M](https://github.com/YounixM)
-- [Vikrant Gupta](https://github.com/vikrantgupta25)
-- [Sagar Rajput](https://github.com/SagarRajput-7)
-- [Shaheer Kochai](https://github.com/ahmadshaheer)
-- [Amlan Kumar Nandy](https://github.com/amlannandy)
-- [Sahil Khan](https://github.com/sawhil)
-- [Aditya Singh](https://github.com/aks07)
-- [Abhi Kumar](https://github.com/ahrefabhi)
-
-#### DevOps
-
-- [Prashant Shahi](https://github.com/prashant-shahi)
-- [Vibhu Pandey](https://github.com/therealpandey)
-
 <br /><br />
 
 

README.zh-cn.md

@@ -187,25 +187,6 @@ Jaeger 仅仅是一个分布式追踪系统。 但是 SigNoz 可以提供 metric
 
 如果你不知道如何开始？ 只需要在 [slack 社区](https://signoz.io/slack) 通过 `#contributing` 频道联系我们。
 
-### 项目维护人员
-
-#### 后端
-
-- [Ankit Nayan](https://github.com/ankitnayan)
-- [Nityananda Gohain](https://github.com/nityanandagohain)
-- [Srikanth Chekuri](https://github.com/srikanthccv)
-- [Vishal Sharma](https://github.com/makeavish)
-
-#### 前端
-
-- [Palash Gupta](https://github.com/palashgdev)
-- [Yunus M](https://github.com/YounixM)
-- [Rajat Dabade](https://github.com/Rajat-Dabade)
-
-#### 运维开发
-
-- [Prashant Shahi](https://github.com/prashant-shahi)
-
 <br /><br />
 
 ## 文档

conf/example.yaml

@@ -285,7 +285,6 @@ flagger:
   config:
     boolean:
       use_span_metrics: true
-      interpolation_enabled: false
       kafka_span_eval: false
     string:
     float:

frontend/package.json

@@ -57,7 +57,6 @@
 		"@signozhq/popover": "0.0.0",
 		"@signozhq/resizable": "0.0.0",
 		"@signozhq/sonner": "0.1.0",
-		"@signozhq/switch": "0.0.2",
 		"@signozhq/table": "0.3.7",
 		"@signozhq/tooltip": "0.0.2",
 		"@tanstack/react-table": "8.20.6",

frontend/src/api/v1/domains/id/delete.ts

@@ -0,0 +1,19 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+
+const deleteDomain = async (id: string): Promise<SuccessResponseV2<null>> => {
+	try {
+		const response = await axios.delete<null>(`/domains/${id}`);
+
+		return {
+			httpStatusCode: response.status,
+			data: null,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default deleteDomain;

frontend/src/api/v1/domains/id/put.ts

@@ -0,0 +1,25 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
+import { UpdatableAuthDomain } from 'types/api/v1/domains/put';
+
+const put = async (
+	props: UpdatableAuthDomain,
+): Promise<SuccessResponseV2<null>> => {
+	try {
+		const response = await axios.put<RawSuccessResponse<null>>(
+			`/domains/${props.id}`,
+			{ config: props.config },
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default put;

frontend/src/api/v1/domains/list.ts

@@ -0,0 +1,24 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
+import { GettableAuthDomain } from 'types/api/v1/domains/list';
+
+const listAllDomain = async (): Promise<
+	SuccessResponseV2<GettableAuthDomain[]>
+> => {
+	try {
+		const response = await axios.get<RawSuccessResponse<GettableAuthDomain[]>>(
+			`/domains`,
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default listAllDomain;

frontend/src/api/v1/domains/post.ts

@@ -0,0 +1,26 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
+import { GettableAuthDomain } from 'types/api/v1/domains/list';
+import { PostableAuthDomain } from 'types/api/v1/domains/post';
+
+const post = async (
+	props: PostableAuthDomain,
+): Promise<SuccessResponseV2<GettableAuthDomain>> => {
+	try {
+		const response = await axios.post<RawSuccessResponse<GettableAuthDomain>>(
+			`/domains`,
+			props,
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default post;

frontend/src/auto-import-registry.d.ts

@@ -23,6 +23,5 @@ import '@signozhq/input';
 import '@signozhq/popover';
 import '@signozhq/resizable';
 import '@signozhq/sonner';
-import '@signozhq/switch';
 import '@signozhq/table';
 import '@signozhq/tooltip';

frontend/src/components/QuickFilters/QuickFilters.tsx

@@ -282,11 +282,11 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 						size="small"
 						style={{ marginLeft: 'auto' }}
 						checked={showIP ?? true}
-						onClick={(): void => {
+						onChange={(checked): void => {
 							logEvent('API Monitoring: Show IP addresses clicked', {
-								showIP: !(showIP ?? true),
+								showIP: checked,
 							});
-							setParams({ showIP });
+							setParams({ showIP: checked });
 						}}
 					/>
 				</div>

frontend/src/components/QuickFilters/tests/QuickFilters.test.tsx

@@ -1,4 +1,8 @@
 import { ENVIRONMENT } from 'constants/env';
+import {
+	ApiMonitoringParams,
+	useApiMonitoringParams,
+} from 'container/ApiMonitoring/queryParams';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import {
 	otherFiltersResponse,
@@ -18,10 +22,15 @@ import { QuickFiltersConfig } from './constants';
 jest.mock('hooks/queryBuilder/useQueryBuilder', () => ({
 	useQueryBuilder: jest.fn(),
 }));
+jest.mock('container/ApiMonitoring/queryParams');
 
 const handleFilterVisibilityChange = jest.fn();
 const redirectWithQueryBuilderData = jest.fn();
 const putHandler = jest.fn();
+const mockSetApiMonitoringParams = jest.fn() as jest.MockedFunction<
+	(newParams: Partial<ApiMonitoringParams>, replace?: boolean) => void
+>;
+const mockUseApiMonitoringParams = jest.mocked(useApiMonitoringParams);
 
 const BASE_URL = ENVIRONMENT.baseURL;
 const SIGNAL = SignalType.LOGS;
@@ -84,6 +93,28 @@ TestQuickFilters.defaultProps = {
 	config: QuickFiltersConfig,
 };
 
+function TestQuickFiltersApiMonitoring({
+	signal = SignalType.LOGS,
+	config = QuickFiltersConfig,
+}: {
+	signal?: SignalType;
+	config?: IQuickFiltersConfig[];
+}): JSX.Element {
+	return (
+		<QuickFilters
+			source={QuickFiltersSource.API_MONITORING}
+			config={config}
+			handleFilterVisibilityChange={handleFilterVisibilityChange}
+			signal={signal}
+		/>
+	);
+}
+
+TestQuickFiltersApiMonitoring.defaultProps = {
+	signal: '',
+	config: QuickFiltersConfig,
+};
+
 beforeAll(() => {
 	server.listen();
 });
@@ -112,6 +143,10 @@ beforeEach(() => {
 		lastUsedQuery: 0,
 		redirectWithQueryBuilderData,
 	});
+	mockUseApiMonitoringParams.mockReturnValue([
+		{ showIP: true } as ApiMonitoringParams,
+		mockSetApiMonitoringParams,
+	]);
 	setupServer();
 });
 
@@ -251,6 +286,24 @@ describe('Quick Filters', () => {
 			);
 		});
 	});
+	it('toggles Show IP addresses and updates API Monitoring params', async () => {
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+		render(<TestQuickFiltersApiMonitoring />);
+
+		// Switch should be rendered and initially checked
+		expect(screen.getByText('Show IP addresses')).toBeInTheDocument();
+		const toggle = screen.getByRole('switch');
+		expect(toggle).toHaveAttribute('aria-checked', 'true');
+
+		await user.click(toggle);
+
+		await waitFor(() => {
+			expect(mockSetApiMonitoringParams).toHaveBeenCalledWith(
+				expect.objectContaining({ showIP: false }),
+			);
+		});
+	});
 });
 
 describe('Quick Filters with custom filters', () => {

frontend/src/container/DashboardContainer/visualization/charts/BarChart/BarChart.tsx

@@ -0,0 +1,45 @@
+import { useCallback } from 'react';
+import ChartWrapper from 'container/DashboardContainer/visualization/charts/ChartWrapper/ChartWrapper';
+import BarChartTooltip from 'lib/uPlotV2/components/Tooltip/BarChartTooltip';
+import {
+	BarTooltipProps,
+	TooltipRenderArgs,
+} from 'lib/uPlotV2/components/types';
+
+import { useBarChartStacking } from '../../hooks/useBarChartStacking';
+import { BarChartProps } from '../types';
+
+export default function BarChart(props: BarChartProps): JSX.Element {
+	const { children, isStackedBarChart, config, data, ...rest } = props;
+
+	const chartData = useBarChartStacking({
+		data,
+		isStackedBarChart,
+		config,
+	});
+
+	const renderTooltip = useCallback(
+		(props: TooltipRenderArgs): React.ReactNode => {
+			const tooltipProps: BarTooltipProps = {
+				...props,
+				timezone: rest.timezone,
+				yAxisUnit: rest.yAxisUnit,
+				decimalPrecision: rest.decimalPrecision,
+				isStackedBarChart: isStackedBarChart,
+			};
+			return <BarChartTooltip {...tooltipProps} />;
+		},
+		[rest.timezone, rest.yAxisUnit, rest.decimalPrecision, isStackedBarChart],
+	);
+
+	return (
+		<ChartWrapper
+			{...rest}
+			config={config}
+			data={chartData}
+			renderTooltip={renderTooltip}
+		>
+			{children}
+		</ChartWrapper>
+	);
+}

frontend/src/container/DashboardContainer/visualization/charts/utils/stackSeriesUtils.ts

@@ -0,0 +1,116 @@
+import uPlot, { AlignedData } from 'uplot';
+
+/**
+ * Stack data cumulatively (top-down: first series = top, last = bottom).
+ * When `omit(seriesIndex)` returns true, that series is excluded from stacking.
+ */
+export function stackSeries(
+	data: AlignedData,
+	omit: (seriesIndex: number) => boolean,
+): { data: AlignedData; bands: uPlot.Band[] } {
+	const timeAxis = data[0];
+	const pointCount = timeAxis.length;
+	const valueSeriesCount = data.length - 1; // exclude time axis
+
+	const stackedSeries = buildStackedSeries({
+		data,
+		valueSeriesCount,
+		pointCount,
+		omit,
+	});
+	const bands = buildFillBands(valueSeriesCount + 1, omit); // +1 for 1-based series indices
+
+	return {
+		data: [timeAxis, ...stackedSeries] as AlignedData,
+		bands,
+	};
+}
+
+interface BuildStackedSeriesParams {
+	data: AlignedData;
+	valueSeriesCount: number;
+	pointCount: number;
+	omit: (seriesIndex: number) => boolean;
+}
+
+/**
+ * Accumulate from last series upward: last series = raw values, first = total.
+ * Omitted series are copied as-is (no accumulation).
+ */
+function buildStackedSeries({
+	data,
+	valueSeriesCount,
+	pointCount,
+	omit,
+}: BuildStackedSeriesParams): (number | null)[][] {
+	const stackedSeries: (number | null)[][] = Array(valueSeriesCount);
+	const cumulativeSums = Array(pointCount).fill(0) as number[];
+
+	for (let seriesIndex = valueSeriesCount; seriesIndex >= 1; seriesIndex--) {
+		const rawValues = data[seriesIndex] as (number | null)[];
+
+		if (omit(seriesIndex)) {
+			stackedSeries[seriesIndex - 1] = rawValues;
+		} else {
+			stackedSeries[seriesIndex - 1] = rawValues.map((rawValue, pointIndex) => {
+				const numericValue = rawValue == null ? 0 : Number(rawValue);
+				return (cumulativeSums[pointIndex] += numericValue);
+			});
+		}
+	}
+
+	return stackedSeries;
+}
+
+/**
+ * Bands define fill between consecutive visible series for stacked appearance.
+ * uPlot format: [upperSeriesIdx, lowerSeriesIdx].
+ */
+function buildFillBands(
+	seriesLength: number,
+	omit: (seriesIndex: number) => boolean,
+): uPlot.Band[] {
+	const bands: uPlot.Band[] = [];
+
+	for (let seriesIndex = 1; seriesIndex < seriesLength; seriesIndex++) {
+		if (omit(seriesIndex)) {
+			continue;
+		}
+		const nextVisibleSeriesIndex = findNextVisibleSeriesIndex(
+			seriesLength,
+			seriesIndex,
+			omit,
+		);
+		if (nextVisibleSeriesIndex !== -1) {
+			bands.push({ series: [seriesIndex, nextVisibleSeriesIndex] });
+		}
+	}
+
+	return bands;
+}
+
+function findNextVisibleSeriesIndex(
+	seriesLength: number,
+	afterIndex: number,
+	omit: (seriesIndex: number) => boolean,
+): number {
+	for (let i = afterIndex + 1; i < seriesLength; i++) {
+		if (!omit(i)) {
+			return i;
+		}
+	}
+	return -1;
+}
+
+/**
+ * Returns band indices for initial stacked state (no series omitted).
+ * Top-down: first series at top, band fills between consecutive series.
+ * uPlot band format: [upperSeriesIdx, lowerSeriesIdx].
+ */
+export function getInitialStackedBands(seriesCount: number): uPlot.Band[] {
+	const bands: uPlot.Band[] = [];
+	for (let seriesIndex = 1; seriesIndex < seriesCount; seriesIndex++) {
+		bands.push({ series: [seriesIndex, seriesIndex + 1] });
+	}
+	return bands;
+}

frontend/src/container/DashboardContainer/visualization/hooks/useBarChartStacking.ts

@@ -0,0 +1,125 @@
+import {
+	MutableRefObject,
+	useCallback,
+	useLayoutEffect,
+	useMemo,
+	useRef,
+} from 'react';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { has } from 'lodash-es';
+import uPlot from 'uplot';
+
+import { stackSeries } from '../charts/utils/stackSeriesUtils';
+
+/** Returns true if the series at the given index is hidden (e.g. via legend toggle). */
+function isSeriesHidden(plot: uPlot, seriesIndex: number): boolean {
+	return !plot.series[seriesIndex]?.show;
+}
+
+function canApplyStacking(
+	unstackedData: uPlot.AlignedData | null,
+	plot: uPlot,
+	isUpdating: boolean,
+): boolean {
+	return (
+		!isUpdating &&
+		!!unstackedData &&
+		!!plot.data &&
+		unstackedData[0]?.length === plot.data[0]?.length
+	);
+}
+
+function setupStackingHooks(
+	config: UPlotConfigBuilder,
+	applyStackingToChart: (plot: uPlot) => void,
+	isUpdatingRef: MutableRefObject<boolean>,
+): () => void {
+	const onDataChange = (plot: uPlot): void => {
+		if (!isUpdatingRef.current) {
+			applyStackingToChart(plot);
+		}
+	};
+
+	const onSeriesVisibilityChange = (
+		plot: uPlot,
+		_seriesIdx: number | null,
+		opts: uPlot.Series,
+	): void => {
+		if (!has(opts, 'focus')) {
+			applyStackingToChart(plot);
+		}
+	};
+
+	const removeSetDataHook = config.addHook('setData', onDataChange);
+	const removeSetSeriesHook = config.addHook(
+		'setSeries',
+		onSeriesVisibilityChange,
+	);
+
+	return (): void => {
+		removeSetDataHook?.();
+		removeSetSeriesHook?.();
+	};
+}
+
+export interface UseBarChartStackingParams {
+	data: uPlot.AlignedData;
+	isStackedBarChart?: boolean;
+	config: UPlotConfigBuilder | null;
+}
+
+/**
+ * Handles stacking for bar charts: computes initial stacked data and re-stacks
+ * when data or series visibility changes (e.g. legend toggles).
+ */
+export function useBarChartStacking({
+	data,
+	isStackedBarChart = false,
+	config,
+}: UseBarChartStackingParams): uPlot.AlignedData {
+	// Store unstacked source data so uPlot hooks can access it (hooks run outside React's render cycle)
+	const unstackedDataRef = useRef<uPlot.AlignedData | null>(null);
+	unstackedDataRef.current = isStackedBarChart ? data : null;
+
+	// Prevents re-entrant calls when we update chart data (avoids infinite loop in setData hook)
+	const isUpdatingChartRef = useRef(false);
+
+	const chartData = useMemo((): uPlot.AlignedData => {
+		if (!isStackedBarChart || !data || data.length < 2) {
+			return data;
+		}
+		const noSeriesHidden = (): boolean => false; // include all series in initial stack
+		const { data: stacked } = stackSeries(data, noSeriesHidden);
+		return stacked;
+	}, [data, isStackedBarChart]);
+
+	const applyStackingToChart = useCallback((plot: uPlot): void => {
+		const unstacked = unstackedDataRef.current;
+		if (
+			!unstacked ||
+			!canApplyStacking(unstacked, plot, isUpdatingChartRef.current)
+		) {
+			return;
+		}
+
+		const shouldExcludeSeries = (idx: number): boolean =>
+			isSeriesHidden(plot, idx);
+		const { data: stacked, bands } = stackSeries(unstacked, shouldExcludeSeries);
+
+		plot.delBand(null);
+		bands.forEach((band: uPlot.Band) => plot.addBand(band));
+
+		isUpdatingChartRef.current = true;
+		plot.setData(stacked);
+		isUpdatingChartRef.current = false;
+	}, []);
+
+	useLayoutEffect(() => {
+		if (!isStackedBarChart || !config) {
+			return undefined;
+		}
+		return setupStackingHooks(config, applyStackingToChart, isUpdatingChartRef);
+	}, [isStackedBarChart, config, applyStackingToChart]);
+
+	return chartData;
+}

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

@@ -0,0 +1,160 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { PanelWrapperProps } from 'container/PanelWrapper/panelWrapper.types';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { useResizeObserver } from 'hooks/useDimensions';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import ContextMenu from 'periscope/components/ContextMenu';
+import { useDashboard } from 'providers/Dashboard/Dashboard';
+import { useTimezone } from 'providers/Timezone';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import uPlot from 'uplot';
+import { getTimeRange } from 'utils/getTimeRange';
+
+import BarChart from '../../charts/BarChart/BarChart';
+import ChartManager from '../../components/ChartManager/ChartManager';
+import { usePanelContextMenu } from '../../hooks/usePanelContextMenu';
+import { prepareBarPanelConfig, prepareBarPanelData } from './utils';
+
+import '../Panel.styles.scss';
+
+function BarPanel(props: PanelWrapperProps): JSX.Element {
+	const {
+		panelMode,
+		queryResponse,
+		widget,
+		onDragSelect,
+		isFullViewMode,
+		onToggleModelHandler,
+	} = props;
+	const uPlotRef = useRef<uPlot | null>(null);
+	const { toScrollWidgetId, setToScrollWidgetId } = useDashboard();
+	const graphRef = useRef<HTMLDivElement>(null);
+	const [minTimeScale, setMinTimeScale] = useState<number>();
+	const [maxTimeScale, setMaxTimeScale] = useState<number>();
+	const containerDimensions = useResizeObserver(graphRef);
+
+	const isDarkMode = useIsDarkMode();
+	const { timezone } = useTimezone();
+
+	useEffect(() => {
+		if (toScrollWidgetId === widget.id) {
+			graphRef.current?.scrollIntoView({
+				behavior: 'smooth',
+				block: 'center',
+			});
+			graphRef.current?.focus();
+			setToScrollWidgetId('');
+		}
+	}, [toScrollWidgetId, setToScrollWidgetId, widget.id]);
+
+	useEffect((): void => {
+		const { startTime, endTime } = getTimeRange(queryResponse);
+
+		setMinTimeScale(startTime);
+		setMaxTimeScale(endTime);
+	}, [queryResponse]);
+
+	const {
+		coordinates,
+		popoverPosition,
+		onClose,
+		menuItemsConfig,
+		clickHandlerWithContextMenu,
+	} = usePanelContextMenu({
+		widget,
+		queryResponse,
+	});
+
+	const config = useMemo(() => {
+		return prepareBarPanelConfig({
+			widget,
+			isDarkMode,
+			currentQuery: widget.query,
+			onClick: clickHandlerWithContextMenu,
+			onDragSelect,
+			apiResponse: queryResponse?.data?.payload as MetricRangePayloadProps,
+			timezone,
+			panelMode,
+			minTimeScale: minTimeScale,
+			maxTimeScale: maxTimeScale,
+		});
+	}, [
+		widget,
+		isDarkMode,
+		queryResponse?.data?.payload,
+		clickHandlerWithContextMenu,
+		onDragSelect,
+		minTimeScale,
+		maxTimeScale,
+		timezone,
+		panelMode,
+	]);
+
+	const chartData = useMemo(() => {
+		if (!queryResponse?.data?.payload) {
+			return [];
+		}
+		return prepareBarPanelData(queryResponse?.data?.payload);
+	}, [queryResponse?.data?.payload]);
+
+	const layoutChildren = useMemo(() => {
+		if (!isFullViewMode) {
+			return null;
+		}
+		return (
+			<ChartManager
+				config={config}
+				alignedData={chartData}
+				yAxisUnit={widget.yAxisUnit}
+				onCancel={onToggleModelHandler}
+			/>
+		);
+	}, [
+		isFullViewMode,
+		config,
+		chartData,
+		widget.yAxisUnit,
+		onToggleModelHandler,
+	]);
+
+	const onPlotDestroy = useCallback(() => {
+		uPlotRef.current = null;
+	}, []);
+
+	const onPlotRef = useCallback((plot: uPlot | null): void => {
+		uPlotRef.current = plot;
+	}, []);
+
+	return (
+		<div className="panel-container" ref={graphRef}>
+			{containerDimensions.width > 0 && containerDimensions.height > 0 && (
+				<BarChart
+					config={config}
+					legendConfig={{
+						position: widget?.legendPosition ?? LegendPosition.BOTTOM,
+					}}
+					plotRef={onPlotRef}
+					onDestroy={onPlotDestroy}
+					yAxisUnit={widget.yAxisUnit}
+					decimalPrecision={widget.decimalPrecision}
+					timezone={timezone.value}
+					data={chartData as uPlot.AlignedData}
+					width={containerDimensions.width}
+					height={containerDimensions.height}
+					layoutChildren={layoutChildren}
+					isStackedBarChart={widget.stackedBarChart ?? false}
+				>
+					<ContextMenu
+						coordinates={coordinates}
+						popoverPosition={popoverPosition}
+						title={menuItemsConfig.header as string}
+						items={menuItemsConfig.items}
+						onClose={onClose}
+					/>
+				</BarChart>
+			)}
+		</div>
+	);
+}
+
+export default BarPanel;

frontend/src/container/DashboardContainer/visualization/panels/BarPanel/utils.ts

@@ -0,0 +1,108 @@
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { getInitialStackedBands } from 'container/DashboardContainer/visualization/charts/utils/stackSeriesUtils';
+import { getLegend } from 'lib/dashboard/getQueryResults';
+import getLabelName from 'lib/getLabelName';
+import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
+import {
+	DrawStyle,
+	LineInterpolation,
+	LineStyle,
+	VisibilityMode,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { Widgets } from 'types/api/dashboard/getAll';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { QueryData } from 'types/api/widgets/getQuery';
+import { AlignedData } from 'uplot';
+
+import { PanelMode } from '../types';
+import { fillMissingXAxisTimestamps, getXAxisTimestamps } from '../utils';
+import { buildBaseConfig } from '../utils/baseConfigBuilder';
+
+export function prepareBarPanelData(
+	apiResponse: MetricRangePayloadProps,
+): AlignedData {
+	const seriesList = apiResponse?.data?.result || [];
+	const timestampArr = getXAxisTimestamps(seriesList);
+	const yAxisValuesArr = fillMissingXAxisTimestamps(timestampArr, seriesList);
+	return [timestampArr, ...yAxisValuesArr];
+}
+
+export function prepareBarPanelConfig({
+	widget,
+	isDarkMode,
+	currentQuery,
+	onClick,
+	onDragSelect,
+	apiResponse,
+	timezone,
+	panelMode,
+	minTimeScale,
+	maxTimeScale,
+}: {
+	widget: Widgets;
+	isDarkMode: boolean;
+	currentQuery: Query;
+	onClick: OnClickPluginOpts['onClick'];
+	onDragSelect: (startTime: number, endTime: number) => void;
+	apiResponse: MetricRangePayloadProps;
+	timezone: Timezone;
+	panelMode: PanelMode;
+	minTimeScale?: number;
+	maxTimeScale?: number;
+}): UPlotConfigBuilder {
+	const builder = buildBaseConfig({
+		widget,
+		isDarkMode,
+		onClick,
+		onDragSelect,
+		apiResponse,
+		timezone,
+		panelMode,
+		panelType: PANEL_TYPES.BAR,
+		minTimeScale,
+		maxTimeScale,
+	});
+
+	builder.setCursor({
+		focus: {
+			prox: 1e3,
+		},
+	});
+
+	if (widget.stackedBarChart) {
+		const seriesCount = (apiResponse?.data?.result?.length ?? 0) + 1; // +1 for 1-based uPlot series indices
+		builder.setBands(getInitialStackedBands(seriesCount));
+	}
+
+	const seriesList: QueryData[] = apiResponse?.data?.result || [];
+	seriesList.forEach((series) => {
+		const baseLabelName = getLabelName(
+			series.metric,
+			series.queryName || '', // query
+			series.legend || '',
+		);
+
+		const label = currentQuery
+			? getLegend(series, currentQuery, baseLabelName)
+			: baseLabelName;
+
+		builder.addSeries({
+			scaleKey: 'y',
+			drawStyle: DrawStyle.Bar,
+			panelType: PANEL_TYPES.BAR,
+			label: label,
+			colorMapping: widget.customLegendColors ?? {},
+			spanGaps: false,
+			lineStyle: LineStyle.Solid,
+			lineInterpolation: LineInterpolation.Spline,
+			showPoints: VisibilityMode.Never,
+			pointSize: 5,
+			isDarkMode,
+		});
+	});
+
+	return builder;
+}

frontend/src/container/OrganizationSettings/AuthDomain/AuthDomain.styles.scss

@@ -7,12 +7,6 @@
 		display: flex;
 		align-items: center;
 		justify-content: space-between;
-
-		.auth-domain-title {
-			margin: 0;
-			font-size: 20px;
-			font-weight: 600;
-		}
 	}
 }
 
@@ -21,29 +15,5 @@
 		display: flex;
 		flex-direction: row;
 		gap: 24px;
-
-		.auth-domain-list-action-link {
-			cursor: pointer;
-			color: var(--bg-robin-500);
-			transition: color 0.3s;
-			border: none;
-			background: none;
-			padding: 0;
-			font-size: inherit;
-
-			&:hover {
-				opacity: 0.8;
-				text-decoration: underline;
-			}
-
-			&.delete {
-				color: var(--bg-cherry-500);
-			}
-		}
-	}
-
-	.auth-domain-list-na {
-		padding-left: 6px;
-		color: var(--text-secondary);
 	}
 }

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

@@ -1,27 +1,14 @@
-import { useCallback, useState } from 'react';
+import { useState } from 'react';
 import { Button, Form, Modal } from 'antd';
-import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
-import {
-	useCreateAuthDomain,
-	useUpdateAuthDomain,
-} from 'api/generated/services/authdomains';
-import {
-	AuthtypesGettableAuthDomainDTO,
-	AuthtypesGoogleConfigDTO,
-	AuthtypesOIDCConfigDTO,
-	AuthtypesPostableAuthDomainDTO,
-	AuthtypesRoleMappingDTO,
-	AuthtypesSamlConfigDTO,
-	RenderErrorResponseDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { AxiosError } from 'axios';
+import put from 'api/v1/domains/id/put';
+import post from 'api/v1/domains/post';
 import { FeatureKeys } from 'constants/features';
-import { useNotifications } from 'hooks/useNotifications';
 import { defaultTo } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
 import { useErrorModal } from 'providers/ErrorModalProvider';
-import { ErrorV2Resp } from 'types/api';
 import APIError from 'types/api/error';
+import { GettableAuthDomain } from 'types/api/v1/domains/list';
+import { PostableAuthDomain } from 'types/api/v1/domains/post';
 
 import AuthnProviderSelector from './AuthnProviderSelector';
 import ConfigureGoogleAuthAuthnProvider from './Providers/AuthnGoogleAuth';
@@ -33,22 +20,7 @@ import './CreateEdit.styles.scss';
 interface CreateOrEditProps {
 	isCreate: boolean;
 	onClose: () => void;
-	record?: AuthtypesGettableAuthDomainDTO;
-}
-
-// Form values interface for internal use (includes array-based fields for UI)
-interface FormValues {
-	name?: string;
-	ssoEnabled?: boolean;
-	ssoType?: string;
-	googleAuthConfig?: AuthtypesGoogleConfigDTO & {
-		domainToAdminEmailList?: Array<{ domain?: string; adminEmail?: string }>;
-	};
-	samlConfig?: AuthtypesSamlConfigDTO;
-	oidcConfig?: AuthtypesOIDCConfigDTO;
-	roleMapping?: AuthtypesRoleMappingDTO & {
-		groupMappingsList?: Array<{ groupName?: string; role?: string }>;
-	};
+	record?: GettableAuthDomain;
 }
 
 function configureAuthnProvider(
@@ -67,299 +39,64 @@ function configureAuthnProvider(
 	}
 }
 
-/**
- * Converts groupMappingsList array to groupMappings Record for API
- */
-function convertGroupMappingsToRecord(
-	groupMappingsList?: Array<{ groupName?: string; role?: string }>,
-): Record<string, string> | undefined {
-	if (!Array.isArray(groupMappingsList) || groupMappingsList.length === 0) {
-		return undefined;
-	}
-
-	const groupMappings: Record<string, string> = {};
-	groupMappingsList.forEach((item) => {
-		if (item.groupName && item.role) {
-			groupMappings[item.groupName] = item.role;
-		}
-	});
-
-	return Object.keys(groupMappings).length > 0 ? groupMappings : undefined;
-}
-
-/**
- * Converts groupMappings Record to groupMappingsList array for form
- */
-function convertGroupMappingsToList(
-	groupMappings?: Record<string, string> | null,
-): Array<{ groupName: string; role: string }> {
-	if (!groupMappings) {
-		return [];
-	}
-
-	return Object.entries(groupMappings).map(([groupName, role]) => ({
-		groupName,
-		role,
-	}));
-}
-
-/**
- * Converts domainToAdminEmailList array to domainToAdminEmail Record for API
- */
-function convertDomainMappingsToRecord(
-	domainToAdminEmailList?: Array<{ domain?: string; adminEmail?: string }>,
-): Record<string, string> | undefined {
-	if (
-		!Array.isArray(domainToAdminEmailList) ||
-		domainToAdminEmailList.length === 0
-	) {
-		return undefined;
-	}
-
-	const domainToAdminEmail: Record<string, string> = {};
-	domainToAdminEmailList.forEach((item) => {
-		if (item.domain && item.adminEmail) {
-			domainToAdminEmail[item.domain] = item.adminEmail;
-		}
-	});
-
-	return Object.keys(domainToAdminEmail).length > 0
-		? domainToAdminEmail
-		: undefined;
-}
-
-/**
- * Converts domainToAdminEmail Record to domainToAdminEmailList array for form
- */
-function convertDomainMappingsToList(
-	domainToAdminEmail?: Record<string, string>,
-): Array<{ domain: string; adminEmail: string }> {
-	if (!domainToAdminEmail) {
-		return [];
-	}
-
-	return Object.entries(domainToAdminEmail).map(([domain, adminEmail]) => ({
-		domain,
-		adminEmail,
-	}));
-}
-
-/**
- * Prepares initial form values from API record
- */
-function prepareInitialValues(
-	record?: AuthtypesGettableAuthDomainDTO,
-): FormValues {
-	if (!record) {
-		return {
-			name: '',
-			ssoEnabled: false,
-			ssoType: '',
-		};
-	}
-
-	return {
-		...record,
-		googleAuthConfig: record.googleAuthConfig
-			? {
-					...record.googleAuthConfig,
-					domainToAdminEmailList: convertDomainMappingsToList(
-						record.googleAuthConfig.domainToAdminEmail,
-					),
-			  }
-			: undefined,
-		roleMapping: record.roleMapping
-			? {
-					...record.roleMapping,
-					groupMappingsList: convertGroupMappingsToList(
-						record.roleMapping.groupMappings,
-					),
-			  }
-			: undefined,
-	};
-}
-
 function CreateOrEdit(props: CreateOrEditProps): JSX.Element {
 	const { isCreate, record, onClose } = props;
-	const [form] = Form.useForm<AuthtypesPostableAuthDomainDTO>();
+	const [form] = Form.useForm<PostableAuthDomain>();
 	const [authnProvider, setAuthnProvider] = useState<string>(
 		record?.ssoType || '',
 	);
 
-	const { notifications } = useNotifications();
 	const { showErrorModal } = useErrorModal();
 	const { featureFlags } = useAppContext();
-
-	const handleError = useCallback(
-		(error: AxiosError<RenderErrorResponseDTO>): void => {
-			try {
-				ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
-			} catch (apiError) {
-				showErrorModal(apiError as APIError);
-			}
-		},
-		[showErrorModal],
-	);
 	const samlEnabled =
 		featureFlags?.find((flag) => flag.name === FeatureKeys.SSO)?.active || false;
 
-	const {
-		mutate: createAuthDomain,
-		isLoading: isCreating,
-	} = useCreateAuthDomain<AxiosError<RenderErrorResponseDTO>>();
-
-	const {
-		mutate: updateAuthDomain,
-		isLoading: isUpdating,
-	} = useUpdateAuthDomain<AxiosError<RenderErrorResponseDTO>>();
-
-	/**
-	 * Prepares Google Auth config for API payload
-	 */
-	const getGoogleAuthConfig = useCallback(():
-		| AuthtypesGoogleConfigDTO
-		| undefined => {
-		const config = form.getFieldValue('googleAuthConfig');
-		if (!config) {
-			return undefined;
-		}
-
-		const { domainToAdminEmailList, ...rest } = config;
-		const domainToAdminEmail = convertDomainMappingsToRecord(
-			domainToAdminEmailList,
-		);
-
-		return {
-			...rest,
-			...(domainToAdminEmail && { domainToAdminEmail }),
-		};
-	}, [form]);
-
-	/**
-	 * Prepares role mapping for API payload
-	 */
-	const getRoleMapping = useCallback((): AuthtypesRoleMappingDTO | undefined => {
-		const roleMapping = form.getFieldValue('roleMapping');
-		if (!roleMapping) {
-			return undefined;
-		}
-
-		const { groupMappingsList, ...rest } = roleMapping;
-		const groupMappings = convertGroupMappingsToRecord(groupMappingsList);
-
-		// Only return roleMapping if there's meaningful content
-		const hasDefaultRole = rest.defaultRole && rest.defaultRole !== 'VIEWER';
-		const hasUseRoleAttribute = rest.useRoleAttribute === true;
-		const hasGroupMappings =
-			groupMappings && Object.keys(groupMappings).length > 0;
-
-		if (!hasDefaultRole && !hasUseRoleAttribute && !hasGroupMappings) {
-			return undefined;
-		}
-
-		return {
-			...rest,
-			...(groupMappings && { groupMappings }),
-		};
-	}, [form]);
-
-	const onSubmitHandler = useCallback(async (): Promise<void> => {
-		try {
-			await form.validateFields();
-		} catch {
-			return;
-		}
-
+	const onSubmitHandler = async (): Promise<void> => {
 		const name = form.getFieldValue('name');
-		const googleAuthConfig = getGoogleAuthConfig();
+		const googleAuthConfig = form.getFieldValue('googleAuthConfig');
 		const samlConfig = form.getFieldValue('samlConfig');
 		const oidcConfig = form.getFieldValue('oidcConfig');
-		const roleMapping = getRoleMapping();
 
-		if (isCreate) {
-			createAuthDomain(
-				{
-					data: {
-						name,
-						config: {
-							ssoEnabled: true,
-							ssoType: authnProvider,
-							googleAuthConfig,
-							samlConfig,
-							oidcConfig,
-							roleMapping,
-						},
+		try {
+			if (isCreate) {
+				await post({
+					name,
+					config: {
+						ssoEnabled: true,
+						ssoType: authnProvider,
+						googleAuthConfig,
+						samlConfig,
+						oidcConfig,
 					},
-				},
-				{
-					onSuccess: () => {
-						notifications.success({
-							message: 'Domain created successfully',
-						});
-						onClose();
+				});
+			} else {
+				await put({
+					id: record?.id || '',
+					config: {
+						ssoEnabled: form.getFieldValue('ssoEnabled'),
+						ssoType: authnProvider,
+						googleAuthConfig,
+						samlConfig,
+						oidcConfig,
 					},
-					onError: handleError,
-				},
-			);
-		} else {
-			if (!record?.id) {
-				return;
+				});
 			}
 
-			updateAuthDomain(
-				{
-					pathParams: { id: record.id },
-					data: {
-						config: {
-							ssoEnabled: form.getFieldValue('ssoEnabled'),
-							ssoType: authnProvider,
-							googleAuthConfig,
-							samlConfig,
-							oidcConfig,
-							roleMapping,
-						},
-					},
-				},
-				{
-					onSuccess: () => {
-						notifications.success({
-							message: 'Domain updated successfully',
-						});
-						onClose();
-					},
-					onError: handleError,
-				},
-			);
+			onClose();
+		} catch (error) {
+			showErrorModal(error as APIError);
 		}
-	}, [
-		authnProvider,
-		createAuthDomain,
-		form,
-		getGoogleAuthConfig,
-		getRoleMapping,
-		handleError,
-		isCreate,
-		notifications,
-		onClose,
-		record,
-		updateAuthDomain,
-	]);
+	};
 
-	const onBackHandler = useCallback((): void => {
-		form.resetFields();
+	const onBackHandler = (): void => {
 		setAuthnProvider('');
-	}, [form]);
+	};
 
 	return (
-		<Modal
-			open
-			footer={null}
-			onCancel={onClose}
-			width={authnProvider ? 980 : undefined}
-		>
+		<Modal open footer={null} onCancel={onClose}>
 			<Form
 				name="auth-domain"
-				initialValues={defaultTo(prepareInitialValues(record), {
+				initialValues={defaultTo(record, {
 					name: '',
 					ssoEnabled: false,
 					ssoType: '',
@@ -379,11 +116,7 @@ function CreateOrEdit(props: CreateOrEditProps): JSX.Element {
 						<section className="action-buttons">
 							{isCreate && <Button onClick={onBackHandler}>Back</Button>}
 							{!isCreate && <Button onClick={onClose}>Cancel</Button>}
-							<Button
-								onClick={onSubmitHandler}
-								type="primary"
-								loading={isCreating || isUpdating}
-							>
+							<Button onClick={onSubmitHandler} type="primary">
 								Save Changes
 							</Button>
 						</section>

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/AuthnGoogleAuth.tsx

@@ -1,46 +1,20 @@
-import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Checkbox } from '@signozhq/checkbox';
-import { ChevronDown, ChevronRight, CircleHelp } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Collapse, Form, Tooltip } from 'antd';
-import TextArea from 'antd/lib/input/TextArea';
-
-import DomainMappingList from './components/DomainMappingList';
-import EmailTagInput from './components/EmailTagInput';
-import RoleMappingSection from './components/RoleMappingSection';
+import { Form, Input, Typography } from 'antd';
 
 import './Providers.styles.scss';
 
-type ExpandedSection = 'workspace-groups' | 'role-mapping' | null;
-
 function ConfigureGoogleAuthAuthnProvider({
 	isCreate,
 }: {
 	isCreate: boolean;
 }): JSX.Element {
-	const form = Form.useFormInstance();
-	const fetchGroups = Form.useWatch(['googleAuthConfig', 'fetchGroups'], form);
-
-	const [expandedSection, setExpandedSection] = useState<ExpandedSection>(null);
-
-	const handleWorkspaceGroupsChange = useCallback(
-		(keys: string | string[]): void => {
-			const isExpanding = Array.isArray(keys) ? keys.length > 0 : !!keys;
-			setExpandedSection(isExpanding ? 'workspace-groups' : null);
-		},
-		[],
-	);
-
-	const handleRoleMappingChange = useCallback((expanded: boolean): void => {
-		setExpandedSection(expanded ? 'role-mapping' : null);
-	}, []);
-
 	return (
 		<div className="google-auth">
-			<section className="google-auth__header">
-				<h3 className="google-auth__title">Edit Google Authentication</h3>
-				<p className="google-auth__description">
+			<section className="header">
+				<Typography.Text className="title">
+					Edit Google Authentication
+				</Typography.Text>
+				<Typography.Paragraph className="description">
 					Enter OAuth 2.0 credentials obtained from the Google API Console below.
 					Read the{' '}
 					<a
@@ -51,234 +25,50 @@ function ConfigureGoogleAuthAuthnProvider({
 						docs
 					</a>{' '}
 					for more information.
-				</p>
+				</Typography.Paragraph>
 			</section>
 
-			<div className="google-auth__columns">
-				{/* Left Column - Core OAuth Settings */}
-				<div className="google-auth__left">
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="google-domain">
-							Domain
-							<Tooltip title="The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name="name"
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Domain is required', whitespace: true },
-							]}
-						>
-							<Input id="google-domain" disabled={!isCreate} />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Domain"
+				name="name"
+				className="field"
+				tooltip={{
+					title:
+						'The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)',
+				}}
+			>
+				<Input disabled={!isCreate} />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="google-client-id">
-							Client ID
-							<Tooltip title="ClientID is the application's ID. For example, 292085223830.apps.googleusercontent.com.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['googleAuthConfig', 'clientId']}
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Client ID is required', whitespace: true },
-							]}
-						>
-							<Input id="google-client-id" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Client ID"
+				name={['googleAuthConfig', 'clientId']}
+				className="field"
+				tooltip={{
+					title: `ClientID is the application's ID. For example, 292085223830.apps.googleusercontent.com.`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="google-client-secret">
-							Client Secret
-							<Tooltip title="It is the application's secret.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['googleAuthConfig', 'clientSecret']}
-							className="google-auth__form-item"
-							rules={[
-								{
-									required: true,
-									message: 'Client Secret is required',
-									whitespace: true,
-								},
-							]}
-						>
-							<Input id="google-client-secret" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Client Secret"
+				name={['googleAuthConfig', 'clientSecret']}
+				className="field"
+				tooltip={{
+					title: `It is the application's secret.`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__checkbox-row">
-						<Form.Item
-							name={['googleAuthConfig', 'insecureSkipEmailVerified']}
-							valuePropName="checked"
-							noStyle
-						>
-							<Checkbox
-								id="google-skip-email-verification"
-								labelName="Skip Email Verification"
-								onCheckedChange={(checked: boolean): void => {
-									form.setFieldValue(
-										['googleAuthConfig', 'insecureSkipEmailVerified'],
-										checked,
-									);
-								}}
-							/>
-						</Form.Item>
-						<Tooltip title='Whether to skip email verification. Defaults to "false"'>
-							<CircleHelp size={14} className="google-auth__label-icon" />
-						</Tooltip>
-					</div>
-
-					<Callout
-						type="warning"
-						size="small"
-						showIcon
-						description="Google OAuth2 won't be enabled unless you enter all the attributes above"
-						className="callout"
-					/>
-				</div>
-
-				{/* Right Column - Google Workspace Groups (Advanced) */}
-				<div className="google-auth__right">
-					<Collapse
-						bordered={false}
-						activeKey={
-							expandedSection === 'workspace-groups' ? ['workspace-groups'] : []
-						}
-						onChange={handleWorkspaceGroupsChange}
-						className="google-auth__collapse"
-						expandIcon={(): null => null}
-					>
-						<Collapse.Panel
-							key="workspace-groups"
-							header={
-								<div className="google-auth__collapse-header">
-									{expandedSection !== 'workspace-groups' ? (
-										<ChevronRight size={16} />
-									) : (
-										<ChevronDown size={16} />
-									)}
-									<div className="google-auth__collapse-header-text">
-										<h4 className="google-auth__section-title">
-											Google Workspace Groups (Advanced)
-										</h4>
-										<p className="google-auth__section-description">
-											Enable group fetching to retrieve user groups from Google Workspace.
-											Requires a Service Account with domain-wide delegation.
-										</p>
-									</div>
-								</div>
-							}
-						>
-							<div className="google-auth__group-content">
-								<div className="google-auth__checkbox-row">
-									<Form.Item
-										name={['googleAuthConfig', 'fetchGroups']}
-										valuePropName="checked"
-										noStyle
-									>
-										<Checkbox
-											id="google-fetch-groups"
-											labelName="Fetch Groups"
-											onCheckedChange={(checked: boolean): void => {
-												form.setFieldValue(['googleAuthConfig', 'fetchGroups'], checked);
-											}}
-										/>
-									</Form.Item>
-									<Tooltip title="Enable fetching Google Workspace groups for the user. Requires service account configuration.">
-										<CircleHelp size={14} className="google-auth__label-icon" />
-									</Tooltip>
-								</div>
-
-								{fetchGroups && (
-									<div className="google-auth__group-fields">
-										<div className="google-auth__field-group">
-											<label
-												className="google-auth__label"
-												htmlFor="google-service-account-json"
-											>
-												Service Account JSON
-												<Tooltip title="The JSON content of the Google Service Account credentials file. Required for group fetching.">
-													<CircleHelp size={14} className="google-auth__label-icon" />
-												</Tooltip>
-											</label>
-											<Form.Item
-												name={['googleAuthConfig', 'serviceAccountJson']}
-												className="google-auth__form-item"
-											>
-												<TextArea
-													id="google-service-account-json"
-													rows={3}
-													placeholder="Paste service account JSON"
-													className="google-auth__textarea"
-												/>
-											</Form.Item>
-										</div>
-
-										<DomainMappingList
-											fieldNamePrefix={['googleAuthConfig', 'domainToAdminEmailList']}
-										/>
-
-										<div className="google-auth__checkbox-row">
-											<Form.Item
-												name={['googleAuthConfig', 'fetchTransitiveGroupMembership']}
-												valuePropName="checked"
-												noStyle
-											>
-												<Checkbox
-													id="google-transitive-membership"
-													labelName="Fetch Transitive Group Membership"
-													onCheckedChange={(checked: boolean): void => {
-														form.setFieldValue(
-															['googleAuthConfig', 'fetchTransitiveGroupMembership'],
-															checked,
-														);
-													}}
-												/>
-											</Form.Item>
-											<Tooltip title="If enabled, recursively fetch groups that contain other groups (transitive membership).">
-												<CircleHelp size={14} className="google-auth__label-icon" />
-											</Tooltip>
-										</div>
-
-										<div className="google-auth__field-group">
-											<label
-												className="google-auth__label"
-												htmlFor="google-allowed-groups"
-											>
-												Allowed Groups
-												<Tooltip title="Optional list of allowed groups. If configured, only users belonging to one of these groups will be allowed to login.">
-													<CircleHelp size={14} className="google-auth__label-icon" />
-												</Tooltip>
-											</label>
-											<Form.Item
-												name={['googleAuthConfig', 'allowedGroups']}
-												className="google-auth__form-item"
-											>
-												<EmailTagInput placeholder="Type a group email and press Enter" />
-											</Form.Item>
-										</div>
-									</div>
-								)}
-							</div>
-						</Collapse.Panel>
-					</Collapse>
-
-					<RoleMappingSection
-						fieldNamePrefix={['roleMapping']}
-						isExpanded={expandedSection === 'role-mapping'}
-						onExpandChange={handleRoleMappingChange}
-					/>
-				</div>
-			</div>
+			<Callout
+				type="warning"
+				size="small"
+				showIcon
+				description="Google OAuth2 won’t be enabled unless you enter all the attributes above"
+				className="callout"
+			/>
 		</div>
 	);
 }

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/AuthnOIDC.tsx

@@ -1,211 +1,110 @@
-import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Checkbox } from '@signozhq/checkbox';
-import { CircleHelp } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Form, Tooltip } from 'antd';
-
-import ClaimMappingSection from './components/ClaimMappingSection';
-import RoleMappingSection from './components/RoleMappingSection';
+import { Checkbox, Form, Input, Typography } from 'antd';
 
 import './Providers.styles.scss';
 
-type ExpandedSection = 'claim-mapping' | 'role-mapping' | null;
-
 function ConfigureOIDCAuthnProvider({
 	isCreate,
 }: {
 	isCreate: boolean;
 }): JSX.Element {
-	const form = Form.useFormInstance();
-
-	const [expandedSection, setExpandedSection] = useState<ExpandedSection>(null);
-
-	const handleClaimMappingChange = useCallback((expanded: boolean): void => {
-		setExpandedSection(expanded ? 'claim-mapping' : null);
-	}, []);
-
-	const handleRoleMappingChange = useCallback((expanded: boolean): void => {
-		setExpandedSection(expanded ? 'role-mapping' : null);
-	}, []);
-
 	return (
-		<div className="google-auth">
-			<section className="google-auth__header">
-				<h3 className="google-auth__title">Edit OIDC Authentication</h3>
-				<p className="google-auth__description">
-					Configure OpenID Connect Single Sign-On with your Identity Provider. Read
-					the{' '}
-					<a
-						href="https://signoz.io/docs/userguide/sso-authentication"
-						target="_blank"
-						rel="noreferrer"
-					>
-						docs
-					</a>{' '}
-					for more information.
-				</p>
+		<div className="saml">
+			<section className="header">
+				<Typography.Text className="title">
+					Edit OIDC Authentication
+				</Typography.Text>
 			</section>
 
-			<div className="google-auth__columns">
-				{/* Left Column - Core OIDC Settings */}
-				<div className="google-auth__left">
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="oidc-domain">
-							Domain
-							<Tooltip title="The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name="name"
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Domain is required', whitespace: true },
-							]}
-						>
-							<Input id="oidc-domain" disabled={!isCreate} />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Domain"
+				name="name"
+				tooltip={{
+					title:
+						'The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)',
+				}}
+			>
+				<Input disabled={!isCreate} />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="oidc-issuer">
-							Issuer URL
-							<Tooltip title='The URL identifier for the OIDC provider. For example: "https://accounts.google.com" or "https://login.salesforce.com".'>
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['oidcConfig', 'issuer']}
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Issuer URL is required', whitespace: true },
-							]}
-						>
-							<Input id="oidc-issuer" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Issuer URL"
+				name={['oidcConfig', 'issuer']}
+				tooltip={{
+					title: `It is the URL identifier for the service. For example: "https://accounts.google.com" or "https://login.salesforce.com".`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="oidc-issuer-alias">
-							Issuer Alias
-							<Tooltip title="Optional: Override the issuer URL from .well-known/openid-configuration for providers like Azure or Oracle IDCS.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['oidcConfig', 'issuerAlias']}
-							className="google-auth__form-item"
-						>
-							<Input id="oidc-issuer-alias" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Issuer Alias"
+				name={['oidcConfig', 'issuerAlias']}
+				tooltip={{
+					title: `Some offspec providers like Azure, Oracle IDCS have oidc discovery url different from issuer url which causes issuerValidation to fail.
+					This provides a way to override the Issuer url from the .well-known/openid-configuration issuer`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="oidc-client-id">
-							Client ID
-							<Tooltip title="The application's client ID from your OIDC provider.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['oidcConfig', 'clientId']}
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Client ID is required', whitespace: true },
-							]}
-						>
-							<Input id="oidc-client-id" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Client ID"
+				name={['oidcConfig', 'clientId']}
+				tooltip={{ title: `It is the application's ID.` }}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="oidc-client-secret">
-							Client Secret
-							<Tooltip title="The application's client secret from your OIDC provider.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['oidcConfig', 'clientSecret']}
-							className="google-auth__form-item"
-							rules={[
-								{
-									required: true,
-									message: 'Client Secret is required',
-									whitespace: true,
-								},
-							]}
-						>
-							<Input id="oidc-client-secret" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Client Secret"
+				name={['oidcConfig', 'clientSecret']}
+				tooltip={{ title: `It is the application's secret.` }}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__checkbox-row">
-						<Form.Item
-							name={['oidcConfig', 'insecureSkipEmailVerified']}
-							valuePropName="checked"
-							noStyle
-						>
-							<Checkbox
-								id="oidc-skip-email-verification"
-								labelName="Skip Email Verification"
-								onCheckedChange={(checked: boolean): void => {
-									form.setFieldValue(
-										['oidcConfig', 'insecureSkipEmailVerified'],
-										checked,
-									);
-								}}
-							/>
-						</Form.Item>
-						<Tooltip title='Whether to skip email verification. Defaults to "false"'>
-							<CircleHelp size={14} className="google-auth__label-icon" />
-						</Tooltip>
-					</div>
+			<Form.Item
+				label="Email Claim Mapping"
+				name={['oidcConfig', 'claimMapping', 'email']}
+				tooltip={{
+					title: `Mapping of email claims to the corresponding email field in the token.`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__checkbox-row">
-						<Form.Item
-							name={['oidcConfig', 'getUserInfo']}
-							valuePropName="checked"
-							noStyle
-						>
-							<Checkbox
-								id="oidc-get-user-info"
-								labelName="Get User Info"
-								onCheckedChange={(checked: boolean): void => {
-									form.setFieldValue(['oidcConfig', 'getUserInfo'], checked);
-								}}
-							/>
-						</Form.Item>
-						<Tooltip title="Use the userinfo endpoint to get additional claims. Useful when providers return thin ID tokens.">
-							<CircleHelp size={14} className="google-auth__label-icon" />
-						</Tooltip>
-					</div>
+			<Form.Item
+				label="Skip Email Verification"
+				name={['oidcConfig', 'insecureSkipEmailVerified']}
+				valuePropName="checked"
+				className="field"
+				tooltip={{
+					title: `Whether to skip email verification. Defaults to "false"`,
+				}}
+			>
+				<Checkbox />
+			</Form.Item>
 
-					<Callout
-						type="warning"
-						size="small"
-						showIcon
-						description="OIDC won't be enabled unless you enter all the attributes above"
-						className="callout"
-					/>
-				</div>
+			<Form.Item
+				label="Get User Info"
+				name={['oidcConfig', 'getUserInfo']}
+				valuePropName="checked"
+				className="field"
+				tooltip={{
+					title: `Uses the userinfo endpoint to get additional claims for the token. This is especially useful where upstreams return "thin" id tokens`,
+				}}
+			>
+				<Checkbox />
+			</Form.Item>
 
-				{/* Right Column - Advanced Settings */}
-				<div className="google-auth__right">
-					<ClaimMappingSection
-						fieldNamePrefix={['oidcConfig', 'claimMapping']}
-						isExpanded={expandedSection === 'claim-mapping'}
-						onExpandChange={handleClaimMappingChange}
-					/>
-
-					<RoleMappingSection
-						fieldNamePrefix={['roleMapping']}
-						isExpanded={expandedSection === 'role-mapping'}
-						onExpandChange={handleRoleMappingChange}
-					/>
-				</div>
-			</div>
+			<Callout
+				type="warning"
+				size="small"
+				showIcon
+				description="OIDC won’t be enabled unless you enter all the attributes above"
+				className="callout"
+			/>
 		</div>
 	);
 }

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/AuthnSAML.tsx

@@ -1,190 +1,82 @@
-import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Checkbox } from '@signozhq/checkbox';
-import { CircleHelp } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Form, Tooltip } from 'antd';
-import TextArea from 'antd/lib/input/TextArea';
-
-import AttributeMappingSection from './components/AttributeMappingSection';
-import RoleMappingSection from './components/RoleMappingSection';
+import { Checkbox, Form, Input, Typography } from 'antd';
 
 import './Providers.styles.scss';
 
-type ExpandedSection = 'attribute-mapping' | 'role-mapping' | null;
-
 function ConfigureSAMLAuthnProvider({
 	isCreate,
 }: {
 	isCreate: boolean;
 }): JSX.Element {
-	const form = Form.useFormInstance();
-
-	const [expandedSection, setExpandedSection] = useState<ExpandedSection>(null);
-
-	const handleAttributeMappingChange = useCallback((expanded: boolean): void => {
-		setExpandedSection(expanded ? 'attribute-mapping' : null);
-	}, []);
-
-	const handleRoleMappingChange = useCallback((expanded: boolean): void => {
-		setExpandedSection(expanded ? 'role-mapping' : null);
-	}, []);
-
 	return (
-		<div className="google-auth">
-			<section className="google-auth__header">
-				<h3 className="google-auth__title">Edit SAML Authentication</h3>
-				<p className="google-auth__description">
-					Configure SAML 2.0 Single Sign-On with your Identity Provider. Read the{' '}
-					<a
-						href="https://signoz.io/docs/userguide/sso-authentication"
-						target="_blank"
-						rel="noreferrer"
-					>
-						docs
-					</a>{' '}
-					for more information.
-				</p>
+		<div className="saml">
+			<section className="header">
+				<Typography.Text className="title">
+					Edit SAML Authentication
+				</Typography.Text>
 			</section>
 
-			<div className="google-auth__columns">
-				{/* Left Column - Core SAML Settings */}
-				<div className="google-auth__left">
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="saml-domain">
-							Domain
-							<Tooltip title="The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name="name"
-							className="google-auth__form-item"
-							rules={[
-								{ required: true, message: 'Domain is required', whitespace: true },
-							]}
-						>
-							<Input id="saml-domain" disabled={!isCreate} />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="Domain"
+				name="name"
+				tooltip={{
+					title:
+						'The email domain for users who should use SSO (e.g., `example.com` for users with `@example.com` emails)',
+				}}
+			>
+				<Input disabled={!isCreate} />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="saml-acs-url">
-							SAML ACS URL
-							<Tooltip title="The SSO endpoint of the SAML identity provider. It can typically be found in the SingleSignOnService element in the SAML metadata of the identity provider.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['samlConfig', 'samlIdp']}
-							className="google-auth__form-item"
-							rules={[
-								{
-									required: true,
-									message: 'SAML ACS URL is required',
-									whitespace: true,
-								},
-							]}
-						>
-							<Input id="saml-acs-url" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="SAML ACS URL"
+				name={['samlConfig', 'samlIdp']}
+				tooltip={{
+					title: `The SSO endpoint of the SAML identity provider. It can typically be found in the SingleSignOnService element in the SAML metadata of the identity provider. Example: <md:SingleSignOnService Binding="urn:oasis:names:tc:SAML:2.0:bindings:HTTP-POST" Location="{samlIdp}"/>`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="saml-entity-id">
-							SAML Entity ID
-							<Tooltip title="The entityID of the SAML identity provider. It can typically be found in the EntityID attribute of the EntityDescriptor element in the SAML metadata.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['samlConfig', 'samlEntity']}
-							className="google-auth__form-item"
-							rules={[
-								{
-									required: true,
-									message: 'SAML Entity ID is required',
-									whitespace: true,
-								},
-							]}
-						>
-							<Input id="saml-entity-id" />
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="SAML Entity ID"
+				name={['samlConfig', 'samlEntity']}
+				tooltip={{
+					title: `The entityID of the SAML identity provider. It can typically be found in the EntityID attribute of the EntityDescriptor element in the SAML metadata of the identity provider. Example: <md:EntityDescriptor xmlns:md="urn:oasis:names:tc:SAML:2.0:metadata" entityID="{samlEntity}">`,
+				}}
+			>
+				<Input />
+			</Form.Item>
 
-					<div className="google-auth__field-group">
-						<label className="google-auth__label" htmlFor="saml-certificate">
-							SAML X.509 Certificate
-							<Tooltip title="The certificate of the SAML identity provider. It can typically be found in the X509Certificate element in the SAML metadata.">
-								<CircleHelp size={14} className="google-auth__label-icon" />
-							</Tooltip>
-						</label>
-						<Form.Item
-							name={['samlConfig', 'samlCert']}
-							className="google-auth__form-item"
-							rules={[
-								{
-									required: true,
-									message: 'SAML Certificate is required',
-									whitespace: true,
-								},
-							]}
-						>
-							<TextArea
-								id="saml-certificate"
-								rows={3}
-								placeholder="Paste X.509 certificate"
-								className="google-auth__textarea"
-							/>
-						</Form.Item>
-					</div>
+			<Form.Item
+				label="SAML X.509 Certificate"
+				name={['samlConfig', 'samlCert']}
+				tooltip={{
+					title: `The certificate of the SAML identity provider. It can typically be found in the X509Certificate element in the SAML metadata of the identity provider. Example: <ds:X509Certificate><ds:X509Certificate>{samlCert}</ds:X509Certificate></ds:X509Certificate>`,
+				}}
+			>
+				<Input.TextArea rows={4} />
+			</Form.Item>
 
-					<div className="google-auth__checkbox-row">
-						<Form.Item
-							name={['samlConfig', 'insecureSkipAuthNRequestsSigned']}
-							valuePropName="checked"
-							noStyle
-						>
-							<Checkbox
-								id="saml-skip-signing"
-								labelName="Skip Signing AuthN Requests"
-								onCheckedChange={(checked: boolean): void => {
-									form.setFieldValue(
-										['samlConfig', 'insecureSkipAuthNRequestsSigned'],
-										checked,
-									);
-								}}
-							/>
-						</Form.Item>
-						<Tooltip title="Whether to skip signing the SAML requests. For providers like JumpCloud, this should be enabled.">
-							<CircleHelp size={14} className="google-auth__label-icon" />
-						</Tooltip>
-					</div>
+			<Form.Item
+				label="Skip Signing AuthN Requests"
+				name={['samlConfig', 'insecureSkipAuthNRequestsSigned']}
+				valuePropName="checked"
+				className="field"
+				tooltip={{
+					title: `Whether to skip signing the SAML requests. It can typically be found in the WantAuthnRequestsSigned attribute of the IDPSSODescriptor element in the SAML metadata of the identity provider. Example: <md:IDPSSODescriptor WantAuthnRequestsSigned="false" protocolSupportEnumeration="urn:oasis:names:tc:SAML:2.0:protocol">
+					For providers like jumpcloud, this should be set to true.Note: This is the reverse of WantAuthnRequestsSigned. If WantAuthnRequestsSigned is false, then InsecureSkipAuthNRequestsSigned should be true.`,
+				}}
+			>
+				<Checkbox />
+			</Form.Item>
 
-					<Callout
-						type="warning"
-						size="small"
-						showIcon
-						description="SAML won't be enabled unless you enter all the attributes above"
-						className="callout"
-					/>
-				</div>
-
-				{/* Right Column - Advanced Settings */}
-				<div className="google-auth__right">
-					<AttributeMappingSection
-						fieldNamePrefix={['samlConfig', 'attributeMapping']}
-						isExpanded={expandedSection === 'attribute-mapping'}
-						onExpandChange={handleAttributeMappingChange}
-					/>
-
-					<RoleMappingSection
-						fieldNamePrefix={['roleMapping']}
-						isExpanded={expandedSection === 'role-mapping'}
-						onExpandChange={handleRoleMappingChange}
-					/>
-				</div>
-			</div>
+			<Callout
+				type="warning"
+				size="small"
+				showIcon
+				description="SAML won’t be enabled unless you enter all the attributes above"
+				className="callout"
+			/>
 		</div>
 	);
 }

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/Providers.styles.scss

@@ -2,243 +2,23 @@
 	display: flex;
 	flex-direction: column;
 
-	&__header {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-		margin-bottom: 16px;
+	.ant-form-item {
+		margin-bottom: 12px !important;
 	}
 
-	&__title {
-		margin: 0;
-		color: var(--l1-foreground);
-		font-family: 'Inter', sans-serif;
-		font-size: 14px;
-		font-weight: 600;
-		line-height: 20px;
-	}
-
-	&__description {
-		margin: 0;
-		color: var(--l2-foreground);
-		font-family: 'Inter', sans-serif;
-		font-size: 14px;
-		font-weight: 400;
-		line-height: 20px;
-
-		a {
-			color: var(--accent-primary);
-			text-decoration: none;
-
-			&:hover {
-				text-decoration: underline;
-			}
-		}
-	}
-
-	&__columns {
-		display: grid;
-		grid-template-columns: 0.9fr 1fr;
-		gap: 24px;
-	}
-
-	&__left {
-		display: flex;
-		flex-direction: column;
-	}
-
-	&__right {
-		border-left: 1px solid var(--l3-border);
-		padding-left: 24px;
-		display: flex;
-		flex-direction: column;
-	}
-
-	&__field-group {
+	.header {
 		display: flex;
 		flex-direction: column;
 		gap: 4px;
 		margin-bottom: 12px;
-	}
 
-	&__label {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		color: var(--l1-foreground);
-	}
-
-	&__label-icon {
-		color: var(--l3-foreground);
-		cursor: help;
-		flex-shrink: 0;
-	}
-
-	&__form-item {
-		margin-bottom: 0 !important;
-	}
-
-	&__checkbox-row {
-		display: flex;
-		align-items: center;
-		gap: 6px;
-		margin-bottom: 12px;
-	}
-
-	input,
-	textarea {
-		height: 32px;
-		background: var(--l3-background) !important;
-		border: 1px solid var(--l3-border) !important;
-		border-radius: 2px;
-		color: var(--l1-foreground) !important;
-
-		&::placeholder {
-			color: var(--l3-foreground) !important;
-			opacity: 1;
+		.title {
+			font-weight: bold;
 		}
 
-		&:hover {
-			border-color: var(--l3-border) !important;
+		.description {
+			margin-bottom: 0px !important;
 		}
-
-		&:focus,
-		&:focus-visible {
-			border-color: var(--bg-robin-500) !important;
-			box-shadow: none !important;
-			outline: none;
-		}
-	}
-
-	textarea {
-		height: auto;
-	}
-	&__textarea {
-		min-height: 60px !important;
-		max-height: 200px;
-		resize: vertical;
-		background: var(--l3-background) !important;
-		border: 1px solid var(--l3-border) !important;
-		border-radius: 2px;
-		color: var(--l1-foreground) !important;
-		font-family: 'SF Mono', monospace;
-		font-size: 12px;
-		line-height: 18px;
-
-		&::placeholder {
-			color: var(--l3-foreground) !important;
-			font-family: Inter, sans-serif;
-		}
-
-		&:hover {
-			border-color: var(--l3-border) !important;
-		}
-
-		&:focus,
-		&:focus-visible {
-			border-color: var(--bg-robin-500) !important;
-			box-shadow: none !important;
-			outline: none;
-		}
-	}
-
-	button[role='checkbox'] {
-		border: 1px solid var(--l2-foreground) !important;
-		border-radius: 2px;
-
-		&[data-state='checked'] {
-			background-color: var(--bg-robin-500) !important;
-			border-color: var(--bg-robin-500) !important;
-		}
-	}
-
-	&__collapse {
-		background: transparent !important;
-
-		.ant-collapse-item {
-			border: none !important;
-		}
-
-		.ant-collapse-header {
-			padding: 0 !important;
-		}
-
-		.ant-collapse-content {
-			border-top: none !important;
-			background: transparent !important;
-		}
-
-		.ant-collapse-content-box {
-			padding: 12px 0 0 24px !important;
-		}
-	}
-
-	&__collapse-header {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-		cursor: pointer;
-
-		svg {
-			margin-top: 2px;
-			color: var(--l3-foreground);
-			flex-shrink: 0;
-		}
-	}
-
-	&__collapse-header-text {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__section-title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__section-description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__group-content {
-		display: flex;
-		flex-direction: column;
-		gap: 12px;
-	}
-
-	&__group-fields {
-		display: flex;
-		flex-direction: column;
-		gap: 24px;
-		max-height: 45vh;
-		overflow-y: auto;
-		padding-right: 4px;
-
-		.google-auth__field-group,
-		.google-auth__checkbox-row {
-			margin-bottom: 0;
-		}
-		&::-webkit-scrollbar {
-			width: 4px;
-		}
-
-		&::-webkit-scrollbar-track {
-			background: transparent;
-		}
-
-		&::-webkit-scrollbar-thumb {
-			background: var(--l3-foreground);
-			border-radius: 4px;
-
-			&:hover {
-				background: var(--l2-foreground);
-			}
-		}
-
-		scrollbar-width: thin;
-		scrollbar-color: var(--l3-foreground) transparent;
 	}
 
 	.callout {

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/AttributeMappingSection.styles.scss

@@ -1,131 +0,0 @@
-.attribute-mapping-section {
-	display: flex;
-	flex-direction: column;
-
-	&__collapse {
-		background: transparent !important;
-
-		.ant-collapse-item {
-			border: none !important;
-		}
-
-		.ant-collapse-header {
-			padding: 0 !important;
-		}
-
-		.ant-collapse-content {
-			border-top: none !important;
-			background: transparent !important;
-		}
-
-		.ant-collapse-content-box {
-			padding: 12px 0 0 24px !important;
-		}
-	}
-
-	&__collapse-header {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-		cursor: pointer;
-
-		svg {
-			margin-top: 2px;
-			color: var(--l3-foreground);
-			flex-shrink: 0;
-		}
-	}
-
-	&__collapse-header-text {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__section-title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__section-description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__content {
-		display: flex;
-		flex-direction: column;
-		gap: 16px;
-		max-height: 45vh;
-		overflow-y: auto;
-		padding-right: 4px;
-
-		// Thin scrollbar
-		&::-webkit-scrollbar {
-			width: 4px;
-		}
-
-		&::-webkit-scrollbar-track {
-			background: transparent;
-		}
-
-		&::-webkit-scrollbar-thumb {
-			background: var(--l3-foreground);
-			border-radius: 4px;
-
-			&:hover {
-				background: var(--l2-foreground);
-			}
-		}
-
-		scrollbar-width: thin;
-		scrollbar-color: var(--l3-foreground) transparent;
-	}
-
-	&__field-group {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__label {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		color: var(--l1-foreground);
-	}
-
-	&__label-icon {
-		color: var(--l3-foreground);
-		cursor: help;
-		flex-shrink: 0;
-	}
-
-	&__form-item {
-		margin-bottom: 0 !important;
-	}
-
-	input {
-		height: 32px;
-		background: var(--l3-background) !important;
-		border: 1px solid var(--l3-border) !important;
-		border-radius: 2px;
-		color: var(--l1-foreground) !important;
-
-		&::placeholder {
-			color: var(--l3-foreground) !important;
-			opacity: 1;
-		}
-
-		&:hover {
-			border-color: var(--l3-border) !important;
-		}
-
-		&:focus,
-		&:focus-visible {
-			border-color: var(--bg-robin-500) !important;
-			box-shadow: none !important;
-			outline: none;
-		}
-	}
-}

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/AttributeMappingSection.tsx

@@ -1,141 +0,0 @@
-import { useCallback, useState } from 'react';
-import { ChevronDown, ChevronRight, CircleHelp } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Collapse, Form, Tooltip } from 'antd';
-
-import './AttributeMappingSection.styles.scss';
-
-interface AttributeMappingSectionProps {
-	/** The form field name prefix for the attribute mapping configuration */
-	fieldNamePrefix: string[];
-	/** Whether the section is expanded (controlled mode) */
-	isExpanded?: boolean;
-	/** Callback when expand/collapse is toggled */
-	onExpandChange?: (expanded: boolean) => void;
-}
-
-function AttributeMappingSection({
-	fieldNamePrefix,
-	isExpanded,
-	onExpandChange,
-}: AttributeMappingSectionProps): JSX.Element {
-	// Support both controlled and uncontrolled modes
-	const [internalExpanded, setInternalExpanded] = useState(false);
-	const isControlled = isExpanded !== undefined;
-	const expanded = isControlled ? isExpanded : internalExpanded;
-
-	const handleCollapseChange = useCallback(
-		(keys: string | string[]): void => {
-			const newExpanded = Array.isArray(keys) ? keys.length > 0 : !!keys;
-			if (isControlled && onExpandChange) {
-				onExpandChange(newExpanded);
-			} else {
-				setInternalExpanded(newExpanded);
-			}
-		},
-		[isControlled, onExpandChange],
-	);
-
-	const collapseActiveKey = expanded ? ['attribute-mapping'] : [];
-
-	return (
-		<div className="attribute-mapping-section">
-			<Collapse
-				bordered={false}
-				activeKey={collapseActiveKey}
-				onChange={handleCollapseChange}
-				className="attribute-mapping-section__collapse"
-				expandIcon={(): null => null}
-			>
-				<Collapse.Panel
-					key="attribute-mapping"
-					header={
-						<div className="attribute-mapping-section__collapse-header">
-							{!expanded ? <ChevronRight size={16} /> : <ChevronDown size={16} />}
-							<div className="attribute-mapping-section__collapse-header-text">
-								<h4 className="attribute-mapping-section__section-title">
-									Attribute Mapping (Advanced)
-								</h4>
-								<p className="attribute-mapping-section__section-description">
-									Configure how SAML assertion attributes from your Identity Provider map
-									to SigNoz user attributes. Leave empty to use default values. Note:
-									Email is always extracted from the NameID assertion.
-								</p>
-							</div>
-						</div>
-					}
-				>
-					<div className="attribute-mapping-section__content">
-						{/* Name Attribute */}
-						<div className="attribute-mapping-section__field-group">
-							<label
-								className="attribute-mapping-section__label"
-								htmlFor="name-attribute"
-							>
-								Name Attribute
-								<Tooltip title="The SAML attribute key that contains the user's display name. Default: 'name'">
-									<CircleHelp
-										size={14}
-										className="attribute-mapping-section__label-icon"
-									/>
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'name']}
-								className="attribute-mapping-section__form-item"
-							>
-								<Input id="name-attribute" placeholder="Name" />
-							</Form.Item>
-						</div>
-
-						{/* Groups Attribute */}
-						<div className="attribute-mapping-section__field-group">
-							<label
-								className="attribute-mapping-section__label"
-								htmlFor="groups-attribute"
-							>
-								Groups Attribute
-								<Tooltip title="The SAML attribute key that contains the user's group memberships. Used for role mapping. Default: 'groups'">
-									<CircleHelp
-										size={14}
-										className="attribute-mapping-section__label-icon"
-									/>
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'groups']}
-								className="attribute-mapping-section__form-item"
-							>
-								<Input id="groups-attribute" placeholder="Groups" />
-							</Form.Item>
-						</div>
-
-						{/* Role Attribute */}
-						<div className="attribute-mapping-section__field-group">
-							<label
-								className="attribute-mapping-section__label"
-								htmlFor="role-attribute"
-							>
-								Role Attribute
-								<Tooltip title="The SAML attribute key that contains the user's role directly from the IDP. Default: 'role'">
-									<CircleHelp
-										size={14}
-										className="attribute-mapping-section__label-icon"
-									/>
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'role']}
-								className="attribute-mapping-section__form-item"
-							>
-								<Input id="role-attribute" placeholder="Role" />
-							</Form.Item>
-						</div>
-					</div>
-				</Collapse.Panel>
-			</Collapse>
-		</div>
-	);
-}
-
-export default AttributeMappingSection;

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/ClaimMappingSection.styles.scss

@@ -1,131 +0,0 @@
-.claim-mapping-section {
-	display: flex;
-	flex-direction: column;
-
-	&__collapse {
-		background: transparent !important;
-
-		.ant-collapse-item {
-			border: none !important;
-		}
-
-		.ant-collapse-header {
-			padding: 0 !important;
-		}
-
-		.ant-collapse-content {
-			border-top: none !important;
-			background: transparent !important;
-		}
-
-		.ant-collapse-content-box {
-			padding: 12px 0 0 24px !important;
-		}
-	}
-
-	&__collapse-header {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-		cursor: pointer;
-
-		svg {
-			margin-top: 2px;
-			color: var(--l3-foreground);
-			flex-shrink: 0;
-		}
-	}
-
-	&__collapse-header-text {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__section-title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__section-description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__content {
-		display: flex;
-		flex-direction: column;
-		gap: 16px;
-		max-height: 45vh;
-		overflow-y: auto;
-		padding-right: 4px;
-
-		// Thin scrollbar
-		&::-webkit-scrollbar {
-			width: 4px;
-		}
-
-		&::-webkit-scrollbar-track {
-			background: transparent;
-		}
-
-		&::-webkit-scrollbar-thumb {
-			background: var(--l3-foreground);
-			border-radius: 4px;
-
-			&:hover {
-				background: var(--l2-foreground);
-			}
-		}
-
-		scrollbar-width: thin;
-		scrollbar-color: var(--l3-foreground) transparent;
-	}
-
-	&__field-group {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__label {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		color: var(--l1-foreground);
-	}
-
-	&__label-icon {
-		color: var(--l3-foreground);
-		cursor: help;
-		flex-shrink: 0;
-	}
-
-	&__form-item {
-		margin-bottom: 0 !important;
-	}
-
-	input {
-		height: 32px;
-		background: var(--l3-background) !important;
-		border: 1px solid var(--l3-border) !important;
-		border-radius: 2px;
-		color: var(--l1-foreground) !important;
-
-		&::placeholder {
-			color: var(--l3-foreground) !important;
-			opacity: 1;
-		}
-
-		&:hover {
-			border-color: var(--l3-border) !important;
-		}
-
-		&:focus,
-		&:focus-visible {
-			border-color: var(--bg-robin-500) !important;
-			box-shadow: none !important;
-			outline: none;
-		}
-	}
-}

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/ClaimMappingSection.tsx

@@ -1,138 +0,0 @@
-import { useCallback, useState } from 'react';
-import { ChevronDown, ChevronRight, CircleHelp } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Collapse, Form, Tooltip } from 'antd';
-
-import './ClaimMappingSection.styles.scss';
-
-interface ClaimMappingSectionProps {
-	/** The form field name prefix for the claim mapping configuration */
-	fieldNamePrefix: string[];
-	/** Whether the section is expanded (controlled mode) */
-	isExpanded?: boolean;
-	/** Callback when expand/collapse is toggled */
-	onExpandChange?: (expanded: boolean) => void;
-}
-
-function ClaimMappingSection({
-	fieldNamePrefix,
-	isExpanded,
-	onExpandChange,
-}: ClaimMappingSectionProps): JSX.Element {
-	// Support both controlled and uncontrolled modes
-	const [internalExpanded, setInternalExpanded] = useState(false);
-	const isControlled = isExpanded !== undefined;
-	const expanded = isControlled ? isExpanded : internalExpanded;
-
-	const handleCollapseChange = useCallback(
-		(keys: string | string[]): void => {
-			const newExpanded = Array.isArray(keys) ? keys.length > 0 : !!keys;
-			if (isControlled && onExpandChange) {
-				onExpandChange(newExpanded);
-			} else {
-				setInternalExpanded(newExpanded);
-			}
-		},
-		[isControlled, onExpandChange],
-	);
-
-	const collapseActiveKey = expanded ? ['claim-mapping'] : [];
-
-	return (
-		<div className="claim-mapping-section">
-			<Collapse
-				bordered={false}
-				activeKey={collapseActiveKey}
-				onChange={handleCollapseChange}
-				className="claim-mapping-section__collapse"
-				expandIcon={(): null => null}
-			>
-				<Collapse.Panel
-					key="claim-mapping"
-					header={
-						<div className="claim-mapping-section__collapse-header">
-							{!expanded ? <ChevronRight size={16} /> : <ChevronDown size={16} />}
-							<div className="claim-mapping-section__collapse-header-text">
-								<h4 className="claim-mapping-section__section-title">
-									Claim Mapping (Advanced)
-								</h4>
-								<p className="claim-mapping-section__section-description">
-									Configure how claims from your Identity Provider map to SigNoz user
-									attributes. Leave empty to use default values.
-								</p>
-							</div>
-						</div>
-					}
-				>
-					<div className="claim-mapping-section__content">
-						{/* Email Claim */}
-						<div className="claim-mapping-section__field-group">
-							<label className="claim-mapping-section__label" htmlFor="email-claim">
-								Email Claim
-								<Tooltip title="The claim key that contains the user's email address. Default: 'email'">
-									<CircleHelp size={14} className="claim-mapping-section__label-icon" />
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'email']}
-								className="claim-mapping-section__form-item"
-							>
-								<Input id="email-claim" placeholder="Email" />
-							</Form.Item>
-						</div>
-
-						{/* Name Claim */}
-						<div className="claim-mapping-section__field-group">
-							<label className="claim-mapping-section__label" htmlFor="name-claim">
-								Name Claim
-								<Tooltip title="The claim key that contains the user's display name. Default: 'name'">
-									<CircleHelp size={14} className="claim-mapping-section__label-icon" />
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'name']}
-								className="claim-mapping-section__form-item"
-							>
-								<Input id="name-claim" placeholder="Name" />
-							</Form.Item>
-						</div>
-
-						{/* Groups Claim */}
-						<div className="claim-mapping-section__field-group">
-							<label className="claim-mapping-section__label" htmlFor="groups-claim">
-								Groups Claim
-								<Tooltip title="The claim key that contains the user's group memberships. Used for role mapping. Default: 'groups'">
-									<CircleHelp size={14} className="claim-mapping-section__label-icon" />
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'groups']}
-								className="claim-mapping-section__form-item"
-							>
-								<Input id="groups-claim" placeholder="Groups" />
-							</Form.Item>
-						</div>
-
-						{/* Role Claim */}
-						<div className="claim-mapping-section__field-group">
-							<label className="claim-mapping-section__label" htmlFor="role-claim">
-								Role Claim
-								<Tooltip title="The claim key that contains the user's role directly from the IDP. Default: 'role'">
-									<CircleHelp size={14} className="claim-mapping-section__label-icon" />
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'role']}
-								className="claim-mapping-section__form-item"
-							>
-								<Input id="role-claim" placeholder="Role" />
-							</Form.Item>
-						</div>
-					</div>
-				</Collapse.Panel>
-			</Collapse>
-		</div>
-	);
-}
-
-export default ClaimMappingSection;

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/DomainMappingList.styles.scss

@@ -1,103 +0,0 @@
-.domain-mapping-list {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-
-	&__header {
-		display: flex;
-		flex-direction: column;
-		gap: 2px;
-		margin-bottom: 4px;
-	}
-
-	&__title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__items {
-		display: flex;
-		flex-direction: column;
-		gap: 8px;
-	}
-
-	&__row {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-
-		.ant-form-item {
-			margin-bottom: 0;
-		}
-	}
-
-	&__field {
-		flex: 1;
-	}
-
-	&__remove-btn {
-		flex-shrink: 0;
-		width: 32px !important;
-		height: 32px !important;
-		min-width: 32px !important;
-		padding: 0 !important;
-		border: none !important;
-		border-radius: 2px !important;
-		background: transparent !important;
-		color: var(--bg-cherry-500) !important;
-		opacity: 0.6 !important;
-		cursor: pointer;
-		transition: background-color 0.2s, opacity 0.2s;
-		box-shadow: none !important;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-
-		svg {
-			color: var(--bg-cherry-500) !important;
-			width: 12px !important;
-			height: 12px !important;
-		}
-
-		&:hover {
-			background: rgba(229, 72, 77, 0.1) !important;
-			opacity: 0.9 !important;
-			color: var(--bg-cherry-500) !important;
-
-			svg {
-				color: var(--bg-cherry-500) !important;
-			}
-		}
-
-		&:active {
-			opacity: 0.7 !important;
-			background: rgba(229, 72, 77, 0.15) !important;
-		}
-	}
-
-	&__add-btn {
-		width: 100%;
-
-		// Ensure icon is visible
-		svg,
-		[class*='icon'] {
-			color: var(--l2-foreground) !important;
-			display: inline-block !important;
-			opacity: 1 !important;
-		}
-
-		&:hover {
-			color: var(--l1-foreground);
-
-			svg,
-			[class*='icon'] {
-				color: var(--l1-foreground) !important;
-			}
-		}
-	}
-}

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/DomainMappingList.tsx

@@ -1,92 +0,0 @@
-import { useCallback } from 'react';
-import { Button } from '@signozhq/button';
-import { Plus, Trash2 } from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Form } from 'antd';
-
-import './DomainMappingList.styles.scss';
-
-const EMAIL_REGEX = /^[^\s@]+@[^\s@]+\.[^\s@]+$/;
-
-interface DomainMappingListProps {
-	/** The form field name prefix for the domain mapping list */
-	fieldNamePrefix: string[];
-}
-
-function DomainMappingList({
-	fieldNamePrefix,
-}: DomainMappingListProps): JSX.Element {
-	const validateEmail = useCallback(
-		(_: unknown, value: string): Promise<void> => {
-			if (!value) {
-				return Promise.reject(new Error('Admin email is required'));
-			}
-			if (!EMAIL_REGEX.test(value)) {
-				return Promise.reject(new Error('Please enter a valid email'));
-			}
-			return Promise.resolve();
-		},
-		[],
-	);
-
-	return (
-		<div className="domain-mapping-list">
-			<div className="domain-mapping-list__header">
-				<span className="domain-mapping-list__title">
-					Domain to Admin Email Mapping
-				</span>
-				<p className="domain-mapping-list__description">
-					Map workspace domains to admin emails for service account impersonation.
-					Use &quot;*&quot; as a wildcard for any domain.
-				</p>
-			</div>
-
-			<Form.List name={fieldNamePrefix}>
-				{(fields, { add, remove }): JSX.Element => (
-					<div className="domain-mapping-list__items">
-						{fields.map((field) => (
-							<div key={field.key} className="domain-mapping-list__row">
-								<Form.Item
-									name={[field.name, 'domain']}
-									className="domain-mapping-list__field"
-									rules={[{ required: true, message: 'Domain is required' }]}
-								>
-									<Input placeholder="Domain (e.g., example.com or *)" />
-								</Form.Item>
-
-								<Form.Item
-									name={[field.name, 'adminEmail']}
-									className="domain-mapping-list__field"
-									rules={[{ validator: validateEmail }]}
-								>
-									<Input placeholder="Admin Email" />
-								</Form.Item>
-
-								<Button
-									variant="ghost"
-									color="secondary"
-									className="domain-mapping-list__remove-btn"
-									onClick={(): void => remove(field.name)}
-									aria-label="Remove mapping"
-								>
-									<Trash2 size={12} />
-								</Button>
-							</div>
-						))}
-
-						<Button
-							variant="dashed"
-							onClick={(): void => add({ domain: '', adminEmail: '' })}
-							prefixIcon={<Plus size={14} />}
-							className="domain-mapping-list__add-btn"
-						>
-							Add Domain Mapping
-						</Button>
-					</div>
-				)}
-			</Form.List>
-		</div>
-	);
-}
-
-export default DomainMappingList;

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/EmailTagInput.styles.scss

@@ -1,28 +0,0 @@
-.email-tag-input {
-	display: flex;
-	flex-direction: column;
-	gap: 4px;
-
-	&__select {
-		width: 100%;
-
-		.ant-select-selector {
-			.ant-select-selection-search {
-				input {
-					height: 32px !important;
-					border: none !important;
-					background: transparent !important;
-					padding: 0 !important;
-					margin: 0 !important;
-					box-shadow: none !important;
-					font-family: inherit !important;
-				}
-			}
-		}
-	}
-
-	&__error {
-		margin: 0;
-		color: var(--bg-cherry-500);
-	}
-}

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/EmailTagInput.tsx

@@ -1,61 +0,0 @@
-import { useCallback, useState } from 'react';
-import { Select, Tooltip } from 'antd';
-
-import './EmailTagInput.styles.scss';
-
-const EMAIL_REGEX = /^[^\s@]+@[^\s@]+\.[^\s@]+$/;
-
-interface EmailTagInputProps {
-	/** Current value (array of email strings) */
-	value?: string[];
-	/** Change handler */
-	onChange?: (value: string[]) => void;
-	/** Placeholder text */
-	placeholder?: string;
-}
-
-function EmailTagInput({
-	value = [],
-	onChange,
-	placeholder = 'Type an email and press Enter',
-}: EmailTagInputProps): JSX.Element {
-	const [validationError, setValidationError] = useState('');
-
-	const handleChange = useCallback(
-		(newValues: string[]): void => {
-			const addedValues = newValues.filter((v) => !value.includes(v));
-			const invalidEmail = addedValues.find((v) => !EMAIL_REGEX.test(v));
-
-			if (invalidEmail) {
-				setValidationError(`"${invalidEmail}" is not a valid email`);
-				return;
-			}
-			setValidationError('');
-			onChange?.(newValues);
-		},
-		[onChange, value],
-	);
-
-	return (
-		<div className="email-tag-input">
-			<Tooltip
-				title={validationError}
-				open={!!validationError}
-				placement="topRight"
-			>
-				<Select
-					mode="tags"
-					value={value}
-					onChange={handleChange}
-					placeholder={placeholder}
-					tokenSeparators={[',', ' ']}
-					className="email-tag-input__select"
-					allowClear
-					status={validationError ? 'error' : undefined}
-				/>
-			</Tooltip>
-		</div>
-	);
-}
-
-export default EmailTagInput;

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/RoleMappingSection.styles.scss

@@ -1,292 +0,0 @@
-.role-mapping-section {
-	display: flex;
-	flex-direction: column;
-	margin-top: 24px;
-
-	&__collapse {
-		background: transparent !important;
-
-		.ant-collapse-item {
-			border: none !important;
-		}
-
-		.ant-collapse-header {
-			padding: 0 !important;
-		}
-
-		.ant-collapse-content {
-			border-top: none !important;
-			background: transparent !important;
-		}
-
-		.ant-collapse-content-box {
-			padding: 12px 0 0 24px !important;
-		}
-	}
-
-	&__collapse-header {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-		cursor: pointer;
-
-		svg {
-			margin-top: 2px;
-			color: var(--l3-foreground);
-			flex-shrink: 0;
-		}
-	}
-
-	&__collapse-header-text {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__section-title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__section-description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__content {
-		display: flex;
-		flex-direction: column;
-		gap: 16px;
-		max-height: 45vh;
-		overflow-y: auto;
-		padding-right: 4px;
-
-		// Thin scrollbar
-		&::-webkit-scrollbar {
-			width: 4px;
-		}
-
-		&::-webkit-scrollbar-track {
-			background: transparent;
-		}
-
-		&::-webkit-scrollbar-thumb {
-			background: var(--l3-foreground);
-			border-radius: 4px;
-
-			&:hover {
-				background: var(--l2-foreground);
-			}
-		}
-
-		scrollbar-width: thin;
-		scrollbar-color: var(--l3-foreground) transparent;
-	}
-
-	&__field-group {
-		display: flex;
-		flex-direction: column;
-		gap: 4px;
-	}
-
-	&__label {
-		display: inline-flex;
-		align-items: center;
-		gap: 6px;
-		color: var(--l1-foreground);
-	}
-
-	&__label-icon {
-		color: var(--l3-foreground);
-		cursor: help;
-		flex-shrink: 0;
-	}
-
-	&__form-item {
-		margin-bottom: 0 !important;
-	}
-
-	&__checkbox-row {
-		display: flex;
-		align-items: center;
-		gap: 6px;
-	}
-
-	&__select {
-		width: 100%;
-
-		&.ant-select {
-			.ant-select-selector {
-				height: 32px;
-				background: var(--l3-background) !important;
-				border: 1px solid var(--l3-border) !important;
-				border-radius: 2px;
-				color: var(--l1-foreground) !important;
-
-				.ant-select-selection-item {
-					color: var(--l1-foreground) !important;
-				}
-			}
-
-			&:hover .ant-select-selector {
-				border-color: var(--l3-border) !important;
-			}
-
-			&.ant-select-focused .ant-select-selector {
-				border-color: var(--bg-robin-500) !important;
-				box-shadow: none !important;
-			}
-
-			.ant-select-arrow {
-				color: var(--l3-foreground);
-			}
-		}
-	}
-
-	&__group-mappings {
-		display: flex;
-		flex-direction: column;
-		gap: 8px;
-	}
-
-	&__group-header {
-		display: flex;
-		flex-direction: column;
-		gap: 2px;
-		margin-bottom: 4px;
-	}
-
-	&__group-title {
-		margin: 0;
-		color: var(--l1-foreground);
-	}
-
-	&__group-description {
-		margin: 0;
-		color: var(--l3-foreground);
-	}
-
-	&__items {
-		display: flex;
-		flex-direction: column;
-		gap: 8px;
-	}
-
-	&__row {
-		display: flex;
-		align-items: flex-start;
-		gap: 8px;
-
-		.ant-form-item {
-			margin-bottom: 0;
-		}
-	}
-
-	&__field {
-		&--group {
-			flex: 2;
-		}
-
-		&--role {
-			flex: 1;
-			min-width: 120px;
-		}
-	}
-
-	&__remove-btn {
-		flex-shrink: 0;
-		width: 32px !important;
-		height: 32px !important;
-		min-width: 32px !important;
-		padding: 0 !important;
-		border: none !important;
-		border-radius: 2px !important;
-		background: transparent !important;
-		color: var(--bg-cherry-500) !important;
-		opacity: 0.6 !important;
-		cursor: pointer;
-		transition: background-color 0.2s, opacity 0.2s;
-		box-shadow: none !important;
-		display: flex;
-		align-items: center;
-		justify-content: center;
-
-		svg {
-			color: var(--bg-cherry-500) !important;
-			width: 12px !important;
-			height: 12px !important;
-		}
-
-		&:hover {
-			background: rgba(229, 72, 77, 0.1) !important;
-			opacity: 0.9 !important;
-			color: var(--bg-cherry-500) !important;
-
-			svg {
-				color: var(--bg-cherry-500) !important;
-			}
-		}
-
-		&:active {
-			opacity: 0.7 !important;
-			background: rgba(229, 72, 77, 0.15) !important;
-		}
-	}
-
-	&__add-btn {
-		width: 100%;
-
-		// Ensure icon is visible
-		svg,
-		[class*='icon'] {
-			color: var(--l2-foreground) !important;
-			display: inline-block !important;
-			opacity: 1 !important;
-		}
-
-		&:hover {
-			color: var(--l1-foreground);
-
-			svg,
-			[class*='icon'] {
-				color: var(--l1-foreground) !important;
-			}
-		}
-	}
-
-	// --- Checkbox border visibility ---
-	button[role='checkbox'] {
-		border: 1px solid var(--l2-foreground) !important;
-		border-radius: 2px;
-
-		&[data-state='checked'] {
-			background-color: var(--bg-robin-500) !important;
-			border-color: var(--bg-robin-500) !important;
-		}
-	}
-
-	// --- Input styles ---
-	input {
-		height: 32px;
-		background: var(--l3-background) !important;
-		border: 1px solid var(--l3-border) !important;
-		border-radius: 2px;
-		color: var(--l1-foreground) !important;
-
-		&::placeholder {
-			color: var(--l3-foreground) !important;
-			opacity: 1;
-		}
-
-		&:hover {
-			border-color: var(--l3-border) !important;
-		}
-
-		&:focus,
-		&:focus-visible {
-			border-color: var(--bg-robin-500) !important;
-			box-shadow: none !important;
-			outline: none;
-		}
-	}
-}

frontend/src/container/OrganizationSettings/AuthDomain/CreateEdit/Providers/components/RoleMappingSection.tsx

@@ -1,200 +0,0 @@
-import { useCallback, useState } from 'react';
-import { Button } from '@signozhq/button';
-import { Checkbox } from '@signozhq/checkbox';
-import {
-	ChevronDown,
-	ChevronRight,
-	CircleHelp,
-	Plus,
-	Trash2,
-} from '@signozhq/icons';
-import { Input } from '@signozhq/input';
-import { Collapse, Form, Select, Tooltip } from 'antd';
-
-import './RoleMappingSection.styles.scss';
-
-const ROLE_OPTIONS = [
-	{ value: 'VIEWER', label: 'VIEWER' },
-	{ value: 'EDITOR', label: 'EDITOR' },
-	{ value: 'ADMIN', label: 'ADMIN' },
-];
-
-interface RoleMappingSectionProps {
-	/** The form field name prefix for the role mapping configuration */
-	fieldNamePrefix: string[];
-	/** Whether the section is expanded (controlled mode) */
-	isExpanded?: boolean;
-	/** Callback when expand/collapse is toggled */
-	onExpandChange?: (expanded: boolean) => void;
-}
-
-function RoleMappingSection({
-	fieldNamePrefix,
-	isExpanded,
-	onExpandChange,
-}: RoleMappingSectionProps): JSX.Element {
-	const form = Form.useFormInstance();
-	const useRoleAttribute = Form.useWatch(
-		[...fieldNamePrefix, 'useRoleAttribute'],
-		form,
-	);
-
-	// Support both controlled and uncontrolled modes
-	const [internalExpanded, setInternalExpanded] = useState(false);
-	const isControlled = isExpanded !== undefined;
-	const expanded = isControlled ? isExpanded : internalExpanded;
-
-	const handleCollapseChange = useCallback(
-		(keys: string | string[]): void => {
-			const newExpanded = Array.isArray(keys) ? keys.length > 0 : !!keys;
-			if (isControlled && onExpandChange) {
-				onExpandChange(newExpanded);
-			} else {
-				setInternalExpanded(newExpanded);
-			}
-		},
-		[isControlled, onExpandChange],
-	);
-
-	const collapseActiveKey = expanded ? ['role-mapping'] : [];
-
-	return (
-		<div className="role-mapping-section">
-			<Collapse
-				bordered={false}
-				activeKey={collapseActiveKey}
-				onChange={handleCollapseChange}
-				className="role-mapping-section__collapse"
-				expandIcon={(): null => null}
-			>
-				<Collapse.Panel
-					key="role-mapping"
-					header={
-						<div className="role-mapping-section__collapse-header">
-							{!expanded ? <ChevronRight size={16} /> : <ChevronDown size={16} />}
-							<div className="role-mapping-section__collapse-header-text">
-								<h4 className="role-mapping-section__section-title">
-									Role Mapping (Advanced)
-								</h4>
-								<p className="role-mapping-section__section-description">
-									Configure how user roles are determined from your Identity Provider.
-									You can either use a direct role attribute or map IDP groups to SigNoz
-									roles.
-								</p>
-							</div>
-						</div>
-					}
-				>
-					<div className="role-mapping-section__content">
-						{/* Default Role */}
-						<div className="role-mapping-section__field-group">
-							<label className="role-mapping-section__label" htmlFor="default-role">
-								Default Role
-								<Tooltip title='The default role assigned to new SSO users if no other role mapping applies. Default: "VIEWER"'>
-									<CircleHelp size={14} className="role-mapping-section__label-icon" />
-								</Tooltip>
-							</label>
-							<Form.Item
-								name={[...fieldNamePrefix, 'defaultRole']}
-								className="role-mapping-section__form-item"
-								initialValue="VIEWER"
-							>
-								<Select
-									id="default-role"
-									options={ROLE_OPTIONS}
-									className="role-mapping-section__select"
-								/>
-							</Form.Item>
-						</div>
-
-						{/* Use Role Attribute */}
-						<div className="role-mapping-section__checkbox-row">
-							<Form.Item
-								name={[...fieldNamePrefix, 'useRoleAttribute']}
-								valuePropName="checked"
-								noStyle
-							>
-								<Checkbox
-									id="use-role-attribute"
-									labelName="Use Role Attribute Directly"
-									onCheckedChange={(checked: boolean): void => {
-										form.setFieldValue([...fieldNamePrefix, 'useRoleAttribute'], checked);
-									}}
-								/>
-							</Form.Item>
-							<Tooltip title="If enabled, the role claim/attribute from the IDP will be used directly instead of group mappings. The role value must match a SigNoz role (VIEWER, EDITOR, or ADMIN).">
-								<CircleHelp size={14} className="role-mapping-section__label-icon" />
-							</Tooltip>
-						</div>
-
-						{/* Group to Role Mappings - only show when useRoleAttribute is false */}
-						{!useRoleAttribute && (
-							<div className="role-mapping-section__group-mappings">
-								<div className="role-mapping-section__group-header">
-									<span className="role-mapping-section__group-title">
-										Group to Role Mappings
-									</span>
-									<p className="role-mapping-section__group-description">
-										Map IDP group names to SigNoz roles. If a user belongs to multiple
-										groups, the highest privilege role will be assigned.
-									</p>
-								</div>
-
-								<Form.List name={[...fieldNamePrefix, 'groupMappingsList']}>
-									{(fields, { add, remove }): JSX.Element => (
-										<div className="role-mapping-section__items">
-											{fields.map((field) => (
-												<div key={field.key} className="role-mapping-section__row">
-													<Form.Item
-														name={[field.name, 'groupName']}
-														className="role-mapping-section__field role-mapping-section__field--group"
-														rules={[{ required: true, message: 'Group name is required' }]}
-													>
-														<Input placeholder="IDP Group Name" />
-													</Form.Item>
-
-													<Form.Item
-														name={[field.name, 'role']}
-														className="role-mapping-section__field role-mapping-section__field--role"
-														rules={[{ required: true, message: 'Role is required' }]}
-														initialValue="VIEWER"
-													>
-														<Select
-															options={ROLE_OPTIONS}
-															className="role-mapping-section__select"
-														/>
-													</Form.Item>
-
-													<Button
-														variant="ghost"
-														color="secondary"
-														className="role-mapping-section__remove-btn"
-														onClick={(): void => remove(field.name)}
-														aria-label="Remove mapping"
-													>
-														<Trash2 size={12} />
-													</Button>
-												</div>
-											))}
-
-											<Button
-												variant="dashed"
-												onClick={(): void => add({ groupName: '', role: 'VIEWER' })}
-												prefixIcon={<Plus size={14} />}
-												className="role-mapping-section__add-btn"
-											>
-												Add Group Mapping
-											</Button>
-										</div>
-									)}
-								</Form.List>
-							</div>
-						)}
-					</div>
-				</Collapse.Panel>
-			</Collapse>
-		</div>
-	);
-}
-
-export default RoleMappingSection;

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

@@ -1,73 +1,45 @@
-import { useEffect, useState } from 'react';
-import { Switch } from '@signozhq/switch';
-import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
-import { useUpdateAuthDomain } from 'api/generated/services/authdomains';
-import {
-	AuthtypesGettableAuthDomainDTO,
-	RenderErrorResponseDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { AxiosError } from 'axios';
+import { useState } from 'react';
+import { Switch } from 'antd';
+import put from 'api/v1/domains/id/put';
 import { useErrorModal } from 'providers/ErrorModalProvider';
-import { ErrorV2Resp } from 'types/api';
 import APIError from 'types/api/error';
-
-interface ToggleProps {
-	isDefaultChecked: boolean;
-	record: AuthtypesGettableAuthDomainDTO;
-}
+import { GettableAuthDomain } from 'types/api/v1/domains/list';
 
 function Toggle({ isDefaultChecked, record }: ToggleProps): JSX.Element {
 	const [isChecked, setIsChecked] = useState<boolean>(isDefaultChecked);
+	const [isLoading, setIsLoading] = useState<boolean>(false);
 	const { showErrorModal } = useErrorModal();
 
-	useEffect(() => {
-		setIsChecked(isDefaultChecked);
-	}, [isDefaultChecked]);
+	const onChangeHandler = async (checked: boolean): Promise<void> => {
+		setIsLoading(true);
 
-	const { mutate: updateAuthDomain, isLoading } = useUpdateAuthDomain<
-		AxiosError<RenderErrorResponseDTO>
-	>();
-
-	const onChangeHandler = (checked: boolean): void => {
-		if (!record.id) {
-			return;
+		try {
+			await put({
+				id: record.id,
+				config: {
+					ssoEnabled: checked,
+					ssoType: record.ssoType,
+					googleAuthConfig: record.googleAuthConfig,
+					oidcConfig: record.oidcConfig,
+					samlConfig: record.samlConfig,
+				},
+			});
+			setIsChecked(checked);
+		} catch (error) {
+			showErrorModal(error as APIError);
 		}
 
-		updateAuthDomain(
-			{
-				pathParams: { id: record.id },
-				data: {
-					config: {
-						ssoEnabled: checked,
-						ssoType: record.ssoType,
-						googleAuthConfig: record.googleAuthConfig,
-						oidcConfig: record.oidcConfig,
-						samlConfig: record.samlConfig,
-					},
-				},
-			},
-			{
-				onSuccess: () => {
-					setIsChecked(checked);
-				},
-				onError: (error) => {
-					try {
-						ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
-					} catch (apiError) {
-						showErrorModal(apiError as APIError);
-					}
-				},
-			},
-		);
+		setIsLoading(false);
 	};
 
 	return (
-		<Switch
-			disabled={isLoading}
-			checked={isChecked}
-			onCheckedChange={onChangeHandler}
-		/>
+		<Switch loading={isLoading} checked={isChecked} onChange={onChangeHandler} />
 	);
 }
 
+interface ToggleProps {
+	isDefaultChecked: boolean;
+	record: GettableAuthDomain;
+}
+
 export default Toggle;

frontend/src/container/OrganizationSettings/AuthDomain/__tests__/AuthDomain.test.tsx

@@ -1,142 +0,0 @@
-import { rest, server } from 'mocks-server/server';
-import { render, screen, userEvent, waitFor } from 'tests/test-utils';
-
-import AuthDomain from '../index';
-import {
-	AUTH_DOMAINS_LIST_ENDPOINT,
-	mockDomainsListResponse,
-	mockEmptyDomainsResponse,
-	mockErrorResponse,
-} from './mocks';
-
-const successNotification = jest.fn();
-jest.mock('hooks/useNotifications', () => ({
-	__esModule: true,
-	useNotifications: jest.fn(() => ({
-		notifications: {
-			success: successNotification,
-			error: jest.fn(),
-		},
-	})),
-}));
-
-describe('AuthDomain', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-	});
-
-	afterEach(() => {
-		server.resetHandlers();
-	});
-
-	describe('List View', () => {
-		it('renders page header and add button', async () => {
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(200), ctx.json(mockEmptyDomainsResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			expect(screen.getByText(/authenticated domains/i)).toBeInTheDocument();
-			expect(
-				screen.getByRole('button', { name: /add domain/i }),
-			).toBeInTheDocument();
-		});
-
-		it('renders list of auth domains successfully', async () => {
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(200), ctx.json(mockDomainsListResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			await waitFor(() => {
-				expect(screen.getByText('signoz.io')).toBeInTheDocument();
-				expect(screen.getByText('example.com')).toBeInTheDocument();
-				expect(screen.getByText('corp.io')).toBeInTheDocument();
-			});
-		});
-
-		it('renders empty state when no domains exist', async () => {
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(200), ctx.json(mockEmptyDomainsResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			await waitFor(() => {
-				expect(screen.getByText(/no data/i)).toBeInTheDocument();
-			});
-		});
-
-		it('displays error content when API fails', async () => {
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(500), ctx.json(mockErrorResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			await waitFor(() => {
-				expect(
-					screen.getByText(/failed to perform operation/i),
-				).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('Add Domain', () => {
-		it('opens create modal when Add Domain button is clicked', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(200), ctx.json(mockEmptyDomainsResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			const addButton = await screen.findByRole('button', { name: /add domain/i });
-			await user.click(addButton);
-
-			await waitFor(() => {
-				expect(
-					screen.getByText(/configure authentication method/i),
-				).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('Configure Domain', () => {
-		it('opens edit modal when configure action is clicked', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			server.use(
-				rest.get(AUTH_DOMAINS_LIST_ENDPOINT, (_, res, ctx) =>
-					res(ctx.status(200), ctx.json(mockDomainsListResponse)),
-				),
-			);
-
-			render(<AuthDomain />);
-
-			await waitFor(() => {
-				expect(screen.getByText('signoz.io')).toBeInTheDocument();
-			});
-
-			const configureLinks = await screen.findAllByText(/configure google auth/i);
-			await user.click(configureLinks[0]);
-
-			await waitFor(() => {
-				expect(screen.getByText(/edit google authentication/i)).toBeInTheDocument();
-			});
-		});
-	});
-});

frontend/src/container/OrganizationSettings/AuthDomain/__tests__/CreateEdit.test.tsx

@@ -1,354 +0,0 @@
-import { render, screen, userEvent, waitFor } from 'tests/test-utils';
-
-import CreateEdit from '../CreateEdit/CreateEdit';
-import {
-	mockDomainWithRoleMapping,
-	mockGoogleAuthDomain,
-	mockGoogleAuthWithWorkspaceGroups,
-	mockOidcAuthDomain,
-	mockOidcWithClaimMapping,
-	mockSamlAuthDomain,
-	mockSamlWithAttributeMapping,
-} from './mocks';
-
-const mockOnClose = jest.fn();
-
-describe('CreateEdit Modal', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-	});
-
-	describe('Provider Selection (Create Mode)', () => {
-		it('renders provider selection when creating new domain', () => {
-			render(<CreateEdit isCreate onClose={mockOnClose} />);
-
-			expect(
-				screen.getByText(/configure authentication method/i),
-			).toBeInTheDocument();
-			expect(screen.getByText(/google apps authentication/i)).toBeInTheDocument();
-			expect(screen.getByText(/saml authentication/i)).toBeInTheDocument();
-			expect(screen.getByText(/oidc authentication/i)).toBeInTheDocument();
-		});
-
-		it('returns to provider selection when back button is clicked', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(<CreateEdit isCreate onClose={mockOnClose} />);
-
-			const configureButtons = await screen.findAllByRole('button', {
-				name: /configure/i,
-			});
-			await user.click(configureButtons[0]);
-
-			await waitFor(() => {
-				expect(screen.getByText(/edit google authentication/i)).toBeInTheDocument();
-			});
-
-			const backButton = screen.getByRole('button', { name: /back/i });
-			await user.click(backButton);
-
-			await waitFor(() => {
-				expect(
-					screen.getByText(/configure authentication method/i),
-				).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('Edit Mode', () => {
-		it('shows provider form directly when editing existing domain', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByText(/edit google authentication/i)).toBeInTheDocument();
-			expect(
-				screen.queryByText(/configure authentication method/i),
-			).not.toBeInTheDocument();
-		});
-
-		it('pre-fills form with existing domain values', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByDisplayValue('signoz.io')).toBeInTheDocument();
-			expect(screen.getByDisplayValue('test-client-id')).toBeInTheDocument();
-		});
-
-		it('disables domain field when editing', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			const domainInput = screen.getByDisplayValue('signoz.io');
-			expect(domainInput).toBeDisabled();
-		});
-
-		it('shows cancel button instead of back when editing', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByRole('button', { name: /cancel/i })).toBeInTheDocument();
-			expect(
-				screen.queryByRole('button', { name: /back/i }),
-			).not.toBeInTheDocument();
-		});
-	});
-
-	describe('Form Validation', () => {
-		it('shows validation error when submitting without required fields', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(<CreateEdit isCreate onClose={mockOnClose} />);
-
-			const configureButtons = await screen.findAllByRole('button', {
-				name: /configure/i,
-			});
-			await user.click(configureButtons[0]);
-
-			const saveButton = await screen.findByRole('button', {
-				name: /save changes/i,
-			});
-			await user.click(saveButton);
-
-			await waitFor(() => {
-				expect(screen.getByText(/domain is required/i)).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('Google Auth Provider', () => {
-		it('shows Google Auth form fields', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(<CreateEdit isCreate onClose={mockOnClose} />);
-
-			const configureButtons = await screen.findAllByRole('button', {
-				name: /configure/i,
-			});
-			await user.click(configureButtons[0]);
-
-			await waitFor(() => {
-				expect(screen.getByText(/edit google authentication/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/domain/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/client id/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/client secret/i)).toBeInTheDocument();
-				expect(screen.getByText(/skip email verification/i)).toBeInTheDocument();
-			});
-		});
-
-		it('shows workspace groups section when expanded', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthWithWorkspaceGroups}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			const workspaceHeader = screen.getByText(/google workspace groups/i);
-			await user.click(workspaceHeader);
-
-			await waitFor(() => {
-				expect(screen.getByText(/fetch groups/i)).toBeInTheDocument();
-				expect(screen.getByText(/service account json/i)).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('SAML Provider', () => {
-		it('shows SAML-specific fields when editing SAML domain', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockSamlAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByText(/edit saml authentication/i)).toBeInTheDocument();
-			expect(
-				screen.getByDisplayValue('https://idp.example.com/sso'),
-			).toBeInTheDocument();
-			expect(screen.getByDisplayValue('urn:example:idp')).toBeInTheDocument();
-		});
-
-		it('shows attribute mapping section for SAML', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockSamlWithAttributeMapping}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(
-				screen.getByText(/attribute mapping \(advanced\)/i),
-			).toBeInTheDocument();
-
-			const attributeHeader = screen.getByText(/attribute mapping \(advanced\)/i);
-			await user.click(attributeHeader);
-
-			await waitFor(() => {
-				expect(screen.getByLabelText(/name attribute/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/groups attribute/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/role attribute/i)).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('OIDC Provider', () => {
-		it('shows OIDC-specific fields when editing OIDC domain', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockOidcAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByText(/edit oidc authentication/i)).toBeInTheDocument();
-			expect(screen.getByDisplayValue('https://oidc.corp.io')).toBeInTheDocument();
-			expect(screen.getByDisplayValue('oidc-client-id')).toBeInTheDocument();
-		});
-
-		it('shows claim mapping section for OIDC', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockOidcWithClaimMapping}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByText(/claim mapping \(advanced\)/i)).toBeInTheDocument();
-
-			const claimHeader = screen.getByText(/claim mapping \(advanced\)/i);
-			await user.click(claimHeader);
-
-			await waitFor(() => {
-				expect(screen.getByLabelText(/email claim/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/name claim/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/groups claim/i)).toBeInTheDocument();
-				expect(screen.getByLabelText(/role claim/i)).toBeInTheDocument();
-			});
-		});
-
-		it('shows OIDC options checkboxes', () => {
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockOidcAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			expect(screen.getByText(/skip email verification/i)).toBeInTheDocument();
-			expect(screen.getByText(/get user info/i)).toBeInTheDocument();
-		});
-	});
-
-	describe('Role Mapping', () => {
-		it('shows role mapping section in provider forms', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(<CreateEdit isCreate onClose={mockOnClose} />);
-
-			const configureButtons = await screen.findAllByRole('button', {
-				name: /configure/i,
-			});
-			await user.click(configureButtons[0]);
-
-			await waitFor(() => {
-				expect(screen.getByText(/role mapping \(advanced\)/i)).toBeInTheDocument();
-			});
-		});
-
-		it('expands role mapping section to show default role selector', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockDomainWithRoleMapping}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			const roleMappingHeader = screen.getByText(/role mapping \(advanced\)/i);
-			await user.click(roleMappingHeader);
-
-			await waitFor(() => {
-				expect(screen.getByText(/default role/i)).toBeInTheDocument();
-				expect(
-					screen.getByText(/use role attribute directly/i),
-				).toBeInTheDocument();
-			});
-		});
-
-		it('shows group mappings section when useRoleAttribute is false', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockDomainWithRoleMapping}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			const roleMappingHeader = screen.getByText(/role mapping \(advanced\)/i);
-			await user.click(roleMappingHeader);
-
-			await waitFor(() => {
-				expect(screen.getByText(/group to role mappings/i)).toBeInTheDocument();
-				expect(
-					screen.getByRole('button', { name: /add group mapping/i }),
-				).toBeInTheDocument();
-			});
-		});
-	});
-
-	describe('Modal Actions', () => {
-		it('calls onClose when cancel button is clicked', async () => {
-			const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-			render(
-				<CreateEdit
-					isCreate={false}
-					record={mockGoogleAuthDomain}
-					onClose={mockOnClose}
-				/>,
-			);
-
-			const cancelButton = screen.getByRole('button', { name: /cancel/i });
-			await user.click(cancelButton);
-
-			expect(mockOnClose).toHaveBeenCalled();
-		});
-	});
-});

frontend/src/container/OrganizationSettings/AuthDomain/__tests__/Toggle.test.tsx

@@ -1,115 +0,0 @@
-import { rest, server } from 'mocks-server/server';
-import { render, screen, userEvent, waitFor } from 'tests/test-utils';
-
-import Toggle from '../Toggle';
-import {
-	AUTH_DOMAINS_UPDATE_ENDPOINT,
-	mockErrorResponse,
-	mockGoogleAuthDomain,
-	mockUpdateSuccessResponse,
-} from './mocks';
-
-describe('Toggle', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-	});
-
-	afterEach(() => {
-		server.resetHandlers();
-	});
-
-	it('renders switch with correct initial state', () => {
-		render(<Toggle isDefaultChecked={true} record={mockGoogleAuthDomain} />);
-
-		const switchElement = screen.getByRole('switch');
-		expect(switchElement).toBeChecked();
-	});
-
-	it('renders unchecked switch when SSO is disabled', () => {
-		render(
-			<Toggle
-				isDefaultChecked={false}
-				record={{ ...mockGoogleAuthDomain, ssoEnabled: false }}
-			/>,
-		);
-
-		const switchElement = screen.getByRole('switch');
-		expect(switchElement).not.toBeChecked();
-	});
-
-	it('calls update API when toggle is clicked', async () => {
-		const user = userEvent.setup({ pointerEventsCheck: 0 });
-		const mockUpdateAPI = jest.fn();
-
-		server.use(
-			rest.put(AUTH_DOMAINS_UPDATE_ENDPOINT, async (req, res, ctx) => {
-				const body = await req.json();
-				mockUpdateAPI(body);
-				return res(ctx.status(200), ctx.json(mockUpdateSuccessResponse));
-			}),
-		);
-
-		render(<Toggle isDefaultChecked={true} record={mockGoogleAuthDomain} />);
-
-		const switchElement = screen.getByRole('switch');
-		await user.click(switchElement);
-
-		await waitFor(() => {
-			expect(switchElement).not.toBeChecked();
-		});
-
-		expect(mockUpdateAPI).toHaveBeenCalledTimes(1);
-		expect(mockUpdateAPI).toHaveBeenCalledWith(
-			expect.objectContaining({
-				config: expect.objectContaining({
-					ssoEnabled: false,
-				}),
-			}),
-		);
-	});
-
-	it('shows error modal when update fails', async () => {
-		const user = userEvent.setup({ pointerEventsCheck: 0 });
-
-		server.use(
-			rest.put(AUTH_DOMAINS_UPDATE_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(500), ctx.json(mockErrorResponse)),
-			),
-		);
-
-		render(<Toggle isDefaultChecked={true} record={mockGoogleAuthDomain} />);
-
-		const switchElement = screen.getByRole('switch');
-		await user.click(switchElement);
-
-		await waitFor(() => {
-			expect(screen.getByText(/failed to perform operation/i)).toBeInTheDocument();
-		});
-	});
-
-	it('does not call API when record has no id', async () => {
-		const user = userEvent.setup({ pointerEventsCheck: 0 });
-		let apiCalled = false;
-
-		server.use(
-			rest.put(AUTH_DOMAINS_UPDATE_ENDPOINT, (_, res, ctx) => {
-				apiCalled = true;
-				return res(ctx.status(200), ctx.json(mockUpdateSuccessResponse));
-			}),
-		);
-
-		render(
-			<Toggle
-				isDefaultChecked={true}
-				record={{ ...mockGoogleAuthDomain, id: undefined }}
-			/>,
-		);
-
-		const switchElement = screen.getByRole('switch');
-		await user.click(switchElement);
-
-		// Wait a bit to ensure no API call was made
-		await new Promise((resolve) => setTimeout(resolve, 100));
-		expect(apiCalled).toBe(false);
-	});
-});

frontend/src/container/OrganizationSettings/AuthDomain/__tests__/mocks.ts

@@ -1,220 +0,0 @@
-import { AuthtypesGettableAuthDomainDTO } from 'api/generated/services/sigNoz.schemas';
-
-// API Endpoints
-export const AUTH_DOMAINS_LIST_ENDPOINT = '*/api/v1/domains';
-export const AUTH_DOMAINS_CREATE_ENDPOINT = '*/api/v1/domains';
-export const AUTH_DOMAINS_UPDATE_ENDPOINT = '*/api/v1/domains/:id';
-export const AUTH_DOMAINS_DELETE_ENDPOINT = '*/api/v1/domains/:id';
-
-// Mock Auth Domain with Google Auth
-export const mockGoogleAuthDomain: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-1',
-	name: 'signoz.io',
-	ssoEnabled: true,
-	ssoType: 'google_auth',
-	googleAuthConfig: {
-		clientId: 'test-client-id',
-		clientSecret: 'test-client-secret',
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-1',
-	},
-};
-
-// Mock Auth Domain with SAML
-export const mockSamlAuthDomain: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-2',
-	name: 'example.com',
-	ssoEnabled: false,
-	ssoType: 'saml',
-	samlConfig: {
-		samlIdp: 'https://idp.example.com/sso',
-		samlEntity: 'urn:example:idp',
-		samlCert: 'MOCK_CERTIFICATE',
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-2',
-	},
-};
-
-// Mock Auth Domain with OIDC
-export const mockOidcAuthDomain: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-3',
-	name: 'corp.io',
-	ssoEnabled: true,
-	ssoType: 'oidc',
-	oidcConfig: {
-		issuer: 'https://oidc.corp.io',
-		clientId: 'oidc-client-id',
-		clientSecret: 'oidc-client-secret',
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-3',
-	},
-};
-
-// Mock Auth Domain with Role Mapping
-export const mockDomainWithRoleMapping: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-4',
-	name: 'enterprise.com',
-	ssoEnabled: true,
-	ssoType: 'saml',
-	samlConfig: {
-		samlIdp: 'https://idp.enterprise.com/sso',
-		samlEntity: 'urn:enterprise:idp',
-		samlCert: 'MOCK_CERTIFICATE',
-	},
-	roleMapping: {
-		defaultRole: 'EDITOR',
-		useRoleAttribute: false,
-		groupMappings: {
-			'admin-group': 'ADMIN',
-			'dev-team': 'EDITOR',
-			viewers: 'VIEWER',
-		},
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-4',
-	},
-};
-
-// Mock Auth Domain with useRoleAttribute enabled
-export const mockDomainWithDirectRoleAttribute: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-5',
-	name: 'direct-role.com',
-	ssoEnabled: true,
-	ssoType: 'oidc',
-	oidcConfig: {
-		issuer: 'https://oidc.direct-role.com',
-		clientId: 'direct-role-client-id',
-		clientSecret: 'direct-role-client-secret',
-	},
-	roleMapping: {
-		defaultRole: 'VIEWER',
-		useRoleAttribute: true,
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-5',
-	},
-};
-
-// Mock OIDC domain with claim mapping
-export const mockOidcWithClaimMapping: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-6',
-	name: 'oidc-claims.com',
-	ssoEnabled: true,
-	ssoType: 'oidc',
-	oidcConfig: {
-		issuer: 'https://oidc.claims.com',
-		issuerAlias: 'https://alias.claims.com',
-		clientId: 'claims-client-id',
-		clientSecret: 'claims-client-secret',
-		insecureSkipEmailVerified: true,
-		getUserInfo: true,
-		claimMapping: {
-			email: 'user_email',
-			name: 'display_name',
-			groups: 'user_groups',
-			role: 'user_role',
-		},
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-6',
-	},
-};
-
-// Mock SAML domain with attribute mapping
-export const mockSamlWithAttributeMapping: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-7',
-	name: 'saml-attrs.com',
-	ssoEnabled: true,
-	ssoType: 'saml',
-	samlConfig: {
-		samlIdp: 'https://idp.saml-attrs.com/sso',
-		samlEntity: 'urn:saml-attrs:idp',
-		samlCert: 'MOCK_CERTIFICATE_ATTRS',
-		insecureSkipAuthNRequestsSigned: true,
-		attributeMapping: {
-			name: 'user_display_name',
-			groups: 'member_of',
-			role: 'signoz_role',
-		},
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-7',
-	},
-};
-
-// Mock Google Auth with workspace groups
-export const mockGoogleAuthWithWorkspaceGroups: AuthtypesGettableAuthDomainDTO = {
-	id: 'domain-8',
-	name: 'google-groups.com',
-	ssoEnabled: true,
-	ssoType: 'google_auth',
-	googleAuthConfig: {
-		clientId: 'google-groups-client-id',
-		clientSecret: 'google-groups-client-secret',
-		insecureSkipEmailVerified: false,
-		fetchGroups: true,
-		serviceAccountJson: '{"type": "service_account"}',
-		domainToAdminEmail: {
-			'google-groups.com': 'admin@google-groups.com',
-		},
-		fetchTransitiveGroupMembership: true,
-		allowedGroups: ['allowed-group-1', 'allowed-group-2'],
-	},
-	authNProviderInfo: {
-		relayStatePath: 'api/v1/sso/relay/domain-8',
-	},
-};
-
-// Mock empty list response
-export const mockEmptyDomainsResponse = {
-	status: 'success',
-	data: [],
-};
-
-// Mock list response with domains
-export const mockDomainsListResponse = {
-	status: 'success',
-	data: [mockGoogleAuthDomain, mockSamlAuthDomain, mockOidcAuthDomain],
-};
-
-// Mock single domain list response
-export const mockSingleDomainResponse = {
-	status: 'success',
-	data: [mockGoogleAuthDomain],
-};
-
-// Mock success responses
-export const mockCreateSuccessResponse = {
-	status: 'success',
-	data: mockGoogleAuthDomain,
-};
-
-export const mockUpdateSuccessResponse = {
-	status: 'success',
-	data: { ...mockGoogleAuthDomain, ssoEnabled: false },
-};
-
-export const mockDeleteSuccessResponse = {
-	status: 'success',
-	data: 'Domain deleted successfully',
-};
-
-// Mock error responses
-export const mockErrorResponse = {
-	error: {
-		code: 'internal_error',
-		message: 'Failed to perform operation',
-		url: '',
-	},
-};
-
-export const mockValidationErrorResponse = {
-	error: {
-		code: 'invalid_input',
-		message: 'Domain name is required',
-		url: '',
-	},
-};

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

@@ -1,186 +1,147 @@
-import { useCallback, useMemo, useState } from 'react';
+import { useState } from 'react';
+import { useQuery } from 'react-query';
 import { PlusOutlined } from '@ant-design/icons';
-import { Button } from '@signozhq/button';
-import { Table } from 'antd';
+import { Button, Table, Typography } from 'antd';
 import { ColumnsType } from 'antd/lib/table';
-import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
-import {
-	useDeleteAuthDomain,
-	useListAuthDomains,
-} from 'api/generated/services/authdomains';
-import {
-	AuthtypesGettableAuthDomainDTO,
-	RenderErrorResponseDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { AxiosError } from 'axios';
+import deleteDomain from 'api/v1/domains/id/delete';
+import listAllDomain from 'api/v1/domains/list';
 import ErrorContent from 'components/ErrorModal/components/ErrorContent';
-import { useNotifications } from 'hooks/useNotifications';
 import CopyToClipboard from 'periscope/components/CopyToClipboard';
 import { useErrorModal } from 'providers/ErrorModalProvider';
-import { ErrorV2Resp } from 'types/api';
 import APIError from 'types/api/error';
+import { GettableAuthDomain, SSOType } from 'types/api/v1/domains/list';
 
 import CreateEdit from './CreateEdit/CreateEdit';
 import Toggle from './Toggle';
 
 import './AuthDomain.styles.scss';
 
-export const SSOType = new Map<string, string>([
-	['google_auth', 'Google Auth'],
-	['saml', 'SAML'],
-	['email_password', 'Email Password'],
-	['oidc', 'OIDC'],
-]);
+const columns: ColumnsType<GettableAuthDomain> = [
+	{
+		title: 'Domain',
+		dataIndex: 'name',
+		key: 'name',
+		width: 100,
+		render: (val): JSX.Element => <Typography.Text>{val}</Typography.Text>,
+	},
+	{
+		title: 'Enforce SSO',
+		dataIndex: 'ssoEnabled',
+		key: 'ssoEnabled',
+		width: 80,
+		render: (value: boolean, record: GettableAuthDomain): JSX.Element => (
+			<Toggle isDefaultChecked={value} record={record} />
+		),
+	},
+	{
+		title: 'IDP Initiated SSO URL',
+		dataIndex: 'relayState',
+		key: 'relayState',
+		width: 80,
+		render: (_, record: GettableAuthDomain): JSX.Element => {
+			const relayPath = record.authNProviderInfo.relayStatePath;
+			if (!relayPath) {
+				return (
+					<Typography.Text style={{ paddingLeft: '6px' }}>N/A</Typography.Text>
+				);
+			}
+
+			const href = `${window.location.origin}/${relayPath}`;
+			return <CopyToClipboard textToCopy={href} />;
+		},
+	},
+	{
+		title: 'Action',
+		dataIndex: 'action',
+		key: 'action',
+		width: 100,
+		render: (_, record: GettableAuthDomain): JSX.Element => (
+			<section className="auth-domain-list-column-action">
+				<Typography.Link data-column-action="configure">
+					Configure {SSOType.get(record.ssoType)}
+				</Typography.Link>
+				<Typography.Link type="danger" data-column-action="delete">
+					Delete
+				</Typography.Link>
+			</section>
+		),
+	},
+];
+
+async function deleteDomainById(
+	id: string,
+	showErrorModal: (error: APIError) => void,
+	refetchAuthDomainListResponse: () => void,
+): Promise<void> {
+	try {
+		await deleteDomain(id);
+		refetchAuthDomainListResponse();
+	} catch (error) {
+		showErrorModal(error as APIError);
+	}
+}
 
 function AuthDomain(): JSX.Element {
-	const [record, setRecord] = useState<AuthtypesGettableAuthDomainDTO>();
+	const [record, setRecord] = useState<GettableAuthDomain>();
 	const [addDomain, setAddDomain] = useState<boolean>(false);
-	const { notifications } = useNotifications();
 	const { showErrorModal } = useErrorModal();
-
 	const {
 		data: authDomainListResponse,
 		isLoading: isLoadingAuthDomainListResponse,
 		isFetching: isFetchingAuthDomainListResponse,
 		error: errorFetchingAuthDomainListResponse,
 		refetch: refetchAuthDomainListResponse,
-	} = useListAuthDomains();
-
-	const { mutate: deleteAuthDomain } = useDeleteAuthDomain<
-		AxiosError<RenderErrorResponseDTO>
-	>();
-
-	const handleDeleteDomain = useCallback(
-		(id: string): void => {
-			deleteAuthDomain(
-				{ pathParams: { id } },
-				{
-					onSuccess: () => {
-						notifications.success({
-							message: 'Domain deleted successfully',
-						});
-						refetchAuthDomainListResponse();
-					},
-					onError: (error) => {
-						try {
-							ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
-						} catch (apiError) {
-							showErrorModal(apiError as APIError);
-						}
-					},
-				},
-			);
-		},
-		[
-			deleteAuthDomain,
-			notifications,
-			refetchAuthDomainListResponse,
-			showErrorModal,
-		],
-	);
-
-	const formattedError = useMemo(() => {
-		if (!errorFetchingAuthDomainListResponse) {
-			return null;
-		}
-
-		try {
-			ErrorResponseHandlerV2(
-				errorFetchingAuthDomainListResponse as AxiosError<ErrorV2Resp>,
-			);
-		} catch (error) {
-			return error as APIError;
-		}
-	}, [errorFetchingAuthDomainListResponse]);
-
-	const columns: ColumnsType<AuthtypesGettableAuthDomainDTO> = useMemo(
-		() => [
-			{
-				title: 'Domain',
-				dataIndex: 'name',
-				key: 'name',
-				width: 100,
-				render: (val): JSX.Element => <span>{val}</span>,
-			},
-			{
-				title: 'Enforce SSO',
-				dataIndex: 'ssoEnabled',
-				key: 'ssoEnabled',
-				width: 80,
-				render: (
-					value: boolean,
-					record: AuthtypesGettableAuthDomainDTO,
-				): JSX.Element => <Toggle isDefaultChecked={value} record={record} />,
-			},
-			{
-				title: 'IDP Initiated SSO URL',
-				dataIndex: 'relayState',
-				key: 'relayState',
-				width: 80,
-				render: (_, record: AuthtypesGettableAuthDomainDTO): JSX.Element => {
-					const relayPath = record.authNProviderInfo?.relayStatePath;
-					if (!relayPath) {
-						return <span className="auth-domain-list-na">N/A</span>;
-					}
-
-					const href = `${window.location.origin}/${relayPath}`;
-					return <CopyToClipboard textToCopy={href} />;
-				},
-			},
-			{
-				title: 'Action',
-				dataIndex: 'action',
-				key: 'action',
-				width: 100,
-				render: (_, record: AuthtypesGettableAuthDomainDTO): JSX.Element => (
-					<section className="auth-domain-list-column-action">
-						<Button
-							className="auth-domain-list-action-link"
-							onClick={(): void => setRecord(record)}
-							variant="link"
-						>
-							Configure {SSOType.get(record.ssoType || '')}
-						</Button>
-						<Button
-							className="auth-domain-list-action-link delete"
-							onClick={(): void => {
-								if (record.id) {
-									handleDeleteDomain(record.id);
-								}
-							}}
-							variant="link"
-						>
-							Delete
-						</Button>
-					</section>
-				),
-			},
-		],
-		[handleDeleteDomain],
-	);
+	} = useQuery({
+		queryFn: listAllDomain,
+		queryKey: ['/api/v1/domains', 'list'],
+		enabled: true,
+	});
 
 	return (
 		<div className="auth-domain">
 			<section className="auth-domain-header">
-				<h3 className="auth-domain-title">Authenticated Domains</h3>
+				<Typography.Title level={3}>Authenticated Domains</Typography.Title>
 				<Button
-					prefixIcon={<PlusOutlined />}
+					type="primary"
+					icon={<PlusOutlined />}
 					onClick={(): void => {
 						setAddDomain(true);
 					}}
-					variant="solid"
-					size="sm"
-					color="primary"
+					className="button"
 				>
 					Add Domain
 				</Button>
 			</section>
-			{formattedError && <ErrorContent error={formattedError} />}
-			{!errorFetchingAuthDomainListResponse && (
+			{(errorFetchingAuthDomainListResponse as APIError) && (
+				<ErrorContent error={errorFetchingAuthDomainListResponse as APIError} />
+			)}
+			{!(errorFetchingAuthDomainListResponse as APIError) && (
 				<Table
 					columns={columns}
-					dataSource={authDomainListResponse?.data?.data}
-					onRow={undefined}
+					dataSource={authDomainListResponse?.data}
+					onRow={(record): any => ({
+						onClick: (
+							event: React.SyntheticEvent<HTMLLinkElement, MouseEvent>,
+						): void => {
+							const target = event.target as HTMLLinkElement;
+							const { columnAction } = target.dataset;
+							switch (columnAction) {
+								case 'configure':
+									setRecord(record);
+
+									break;
+								case 'delete':
+									deleteDomainById(
+										record.id,
+										showErrorModal,
+										refetchAuthDomainListResponse,
+									);
+									break;
+								default:
+									console.error('Unknown action:', columnAction);
+							}
+						},
+					})}
 					loading={
 						isLoadingAuthDomainListResponse || isFetchingAuthDomainListResponse
 					}

frontend/src/lib/uPlotV2/components/Tooltip/BarChartTooltip.tsx

@@ -0,0 +1,31 @@
+import { useMemo } from 'react';
+
+import { BarTooltipProps, TooltipContentItem } from '../types';
+import Tooltip from './Tooltip';
+import { buildTooltipContent } from './utils';
+
+export default function BarChartTooltip(props: BarTooltipProps): JSX.Element {
+	const content = useMemo(
+		(): TooltipContentItem[] =>
+			buildTooltipContent({
+				data: props.uPlotInstance.data,
+				series: props.uPlotInstance.series,
+				dataIndexes: props.dataIndexes,
+				activeSeriesIndex: props.seriesIndex,
+				uPlotInstance: props.uPlotInstance,
+				yAxisUnit: props.yAxisUnit ?? '',
+				decimalPrecision: props.decimalPrecision,
+				isStackedBarChart: props.isStackedBarChart,
+			}),
+		[
+			props.uPlotInstance,
+			props.seriesIndex,
+			props.dataIndexes,
+			props.yAxisUnit,
+			props.decimalPrecision,
+			props.isStackedBarChart,
+		],
+	);
+
+	return <Tooltip {...props} content={content} />;
+}

frontend/src/lib/uPlotV2/components/Tooltip/utils.ts

@@ -25,16 +25,28 @@ export function getTooltipBaseValue({
 	index,
 	dataIndex,
 	isStackedBarChart,
+	series,
 }: {
 	data: AlignedData;
 	index: number;
 	dataIndex: number;
 	isStackedBarChart?: boolean;
+	series?: Series[];
 }): number | null {
 	let baseValue = data[index][dataIndex] ?? null;
-	if (isStackedBarChart && index + 1 < data.length && baseValue !== null) {
-		const nextValue = data[index + 1][dataIndex] ?? null;
-		if (nextValue !== null) {
+	// Top-down stacking (first series at top): raw = stacked[i] - stacked[nextVisible].
+	// When series are hidden, we must use the next *visible* series, not index+1,
+	// since hidden series keep raw values and would produce negative/wrong results.
+	if (isStackedBarChart && baseValue !== null && series) {
+		let nextVisibleIdx = -1;
+		for (let j = index + 1; j < series.length; j++) {
+			if (series[j]?.show) {
+				nextVisibleIdx = j;
+				break;
+			}
+		}
+		if (nextVisibleIdx >= 1) {
+			const nextValue = data[nextVisibleIdx][dataIndex] ?? 0;
 			baseValue = baseValue - nextValue;
 		}
 	}
@@ -80,6 +92,7 @@ export function buildTooltipContent({
 			index,
 			dataIndex,
 			isStackedBarChart,
+			series,
 		});
 
 		const isActive = index === activeSeriesIndex;

frontend/src/lib/uPlotV2/config/UPlotSeriesBuilder.ts

@@ -1,8 +1,10 @@
+import { PANEL_TYPES } from 'constants/queryBuilder';
 import { themeColors } from 'constants/theme';
 import { generateColor } from 'lib/uPlotLib/utils/generateColor';
 import uPlot, { Series } from 'uplot';
 
 import {
+	BarAlignment,
 	ConfigBuilder,
 	DrawStyle,
 	LineInterpolation,
@@ -43,18 +45,13 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	}
 
 	private buildLineConfig({
-		lineColor,
-		lineWidth,
-		lineStyle,
-		lineCap,
+		resolvedLineColor,
 	}: {
-		lineColor: string;
-		lineWidth?: number;
-		lineStyle?: LineStyle;
-		lineCap?: Series.Cap;
+		resolvedLineColor: string;
 	}): Partial<Series> {
+		const { lineWidth, lineStyle, lineCap } = this.props;
 		const lineConfig: Partial<Series> = {
-			stroke: lineColor,
+			stroke: resolvedLineColor,
 			width: lineWidth ?? 2,
 		};
 
@@ -65,21 +62,26 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 		if (lineCap) {
 			lineConfig.cap = lineCap;
 		}
+
+		if (this.props.panelType === PANEL_TYPES.BAR) {
+			lineConfig.fill = resolvedLineColor;
+		}
+
 		return lineConfig;
 	}
 
 	/**
 	 * Build path configuration
 	 */
-	private buildPathConfig({
-		pathBuilder,
-		drawStyle,
-		lineInterpolation,
-	}: {
-		pathBuilder?: Series.PathBuilder | null;
-		drawStyle: DrawStyle;
-		lineInterpolation?: LineInterpolation;
-	}): Partial<Series> {
+	private buildPathConfig(): Partial<Series> {
+		const {
+			pathBuilder,
+			drawStyle,
+			lineInterpolation,
+			barAlignment,
+			barMaxWidth,
+			barWidthFactor,
+		} = this.props;
 		if (pathBuilder) {
 			return { paths: pathBuilder };
 		}
@@ -96,7 +98,13 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 					idx0: number,
 					idx1: number,
 				): Series.Paths | null => {
-					const pathsBuilder = getPathBuilder(drawStyle, lineInterpolation);
+					const pathsBuilder = getPathBuilder({
+						drawStyle,
+						lineInterpolation,
+						barAlignment,
+						barMaxWidth,
+						barWidthFactor,
+					});
 
 					return pathsBuilder(self, seriesIdx, idx0, idx1);
 				},
@@ -110,25 +118,21 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	 * Build points configuration
 	 */
 	private buildPointsConfig({
-		lineColor,
-		lineWidth,
-		pointSize,
-		pointsBuilder,
-		pointsFilter,
-		drawStyle,
-		showPoints,
+		resolvedLineColor,
 	}: {
-		lineColor: string;
-		lineWidth?: number;
-		pointSize?: number;
-		pointsBuilder: Series.Points.Show | null;
-		pointsFilter: Series.Points.Filter | null;
-		drawStyle: DrawStyle;
-		showPoints?: VisibilityMode;
+		resolvedLineColor: string;
 	}): Partial<Series.Points> {
+		const {
+			lineWidth,
+			pointSize,
+			pointsBuilder,
+			pointsFilter,
+			drawStyle,
+			showPoints,
+		} = this.props;
 		const pointsConfig: Partial<Series.Points> = {
-			stroke: lineColor,
-			fill: lineColor,
+			stroke: resolvedLineColor,
+			fill: resolvedLineColor,
 			size: !pointSize || pointSize < (lineWidth ?? 2) ? undefined : pointSize,
 			filter: pointsFilter || undefined,
 		};
@@ -162,44 +166,16 @@ export class UPlotSeriesBuilder extends ConfigBuilder<SeriesProps, Series> {
 	}
 
 	getConfig(): Series {
-		const {
-			drawStyle,
-			pathBuilder,
-			pointsBuilder,
-			pointsFilter,
-			lineInterpolation,
-			lineWidth,
-			lineStyle,
-			lineCap,
-			showPoints,
-			pointSize,
-			scaleKey,
-			label,
-			spanGaps,
-			show = true,
-		} = this.props;
+		const { scaleKey, label, spanGaps, show = true } = this.props;
 
-		const lineColor = this.getLineColor();
+		const resolvedLineColor = this.getLineColor();
 
 		const lineConfig = this.buildLineConfig({
-			lineColor,
-			lineWidth,
-			lineStyle,
-			lineCap,
-		});
-		const pathConfig = this.buildPathConfig({
-			pathBuilder,
-			drawStyle,
-			lineInterpolation,
+			resolvedLineColor,
 		});
+		const pathConfig = this.buildPathConfig();
 		const pointsConfig = this.buildPointsConfig({
-			lineColor,
-			lineWidth,
-			pointSize,
-			pointsBuilder: pointsBuilder ?? null,
-			pointsFilter: pointsFilter ?? null,
-			drawStyle,
-			showPoints,
+			resolvedLineColor,
 		});
 
 		return {
@@ -227,15 +203,36 @@ interface PathBuilders {
 /**
  * Get path builder based on draw style and interpolation
  */
-function getPathBuilder(
-	style: DrawStyle,
-	lineInterpolation?: LineInterpolation,
-): Series.PathBuilder {
+function getPathBuilder({
+	drawStyle,
+	lineInterpolation,
+	barAlignment = BarAlignment.Center,
+	barWidthFactor = 0.6,
+	barMaxWidth = 200,
+}: {
+	drawStyle: DrawStyle;
+	lineInterpolation?: LineInterpolation;
+	barAlignment?: BarAlignment;
+	barMaxWidth?: number;
+	barWidthFactor?: number;
+}): Series.PathBuilder {
 	if (!builders) {
 		throw new Error('Required uPlot path builders are not available');
 	}
 
-	if (style === DrawStyle.Line) {
+	if (drawStyle === DrawStyle.Bar) {
+		const pathBuilders = uPlot.paths;
+		const barsConfigKey = `bars|${barAlignment}|${barWidthFactor}|${barMaxWidth}`;
+		if (!builders[barsConfigKey] && pathBuilders.bars) {
+			builders[barsConfigKey] = pathBuilders.bars({
+				size: [barWidthFactor, barMaxWidth],
+				align: barAlignment,
+			});
+		}
+		return builders[barsConfigKey];
+	}
+
+	if (drawStyle === DrawStyle.Line) {
 		if (lineInterpolation === LineInterpolation.StepBefore) {
 			return builders.stepBefore;
 		}

frontend/src/lib/uPlotV2/config/types.ts

@@ -126,7 +126,45 @@ export enum VisibilityMode {
 	Never = 'never',
 }
 
-export interface SeriesProps {
+/**
+ * Props for configuring lines
+ */
+export interface LineConfig {
+	lineColor?: string;
+	lineInterpolation?: LineInterpolation;
+	lineStyle?: LineStyle;
+	lineWidth?: number;
+	lineCap?: Series.Cap;
+}
+
+/**
+ * Alignment of bars
+ */
+export enum BarAlignment {
+	After = 1,
+	Before = -1,
+	Center = 0,
+}
+
+/**
+ * Props for configuring bars
+ */
+export interface BarConfig {
+	barAlignment?: BarAlignment;
+	barMaxWidth?: number;
+	barWidthFactor?: number;
+}
+
+/**
+ * Props for configuring points
+ */
+export interface PointsConfig {
+	pointColor?: string;
+	pointSize?: number;
+	showPoints?: VisibilityMode;
+}
+
+export interface SeriesProps extends LineConfig, PointsConfig, BarConfig {
 	scaleKey: string;
 	label?: string;
 	panelType: PANEL_TYPES;
@@ -137,20 +175,7 @@ export interface SeriesProps {
 	pointsBuilder?: Series.Points.Show;
 	show?: boolean;
 	spanGaps?: boolean;
-
 	isDarkMode?: boolean;
-
-	// Line config
-	lineColor?: string;
-	lineInterpolation?: LineInterpolation;
-	lineStyle?: LineStyle;
-	lineWidth?: number;
-	lineCap?: Series.Cap;
-
-	// Points config
-	pointColor?: string;
-	pointSize?: number;
-	showPoints?: VisibilityMode;
 }
 
 export interface LegendItem {

frontend/yarn.lock

@@ -4433,19 +4433,6 @@
   dependencies:
     "@radix-ui/react-compose-refs" "1.1.2"
 
-"@radix-ui/react-switch@^1.1.4":
-  version "1.2.6"
-  resolved "https://registry.yarnpkg.com/@radix-ui/react-switch/-/react-switch-1.2.6.tgz#ff79acb831f0d5ea9216cfcc5b939912571358e3"
-  integrity sha512-bByzr1+ep1zk4VubeEVViV592vu2lHE2BZY5OnzehZqOOgogN80+mNtCqPkhn2gklJqOpxWgPoYTSnhBCqpOXQ==
-  dependencies:
-    "@radix-ui/primitive" "1.1.3"
-    "@radix-ui/react-compose-refs" "1.1.2"
-    "@radix-ui/react-context" "1.1.2"
-    "@radix-ui/react-primitive" "2.1.3"
-    "@radix-ui/react-use-controllable-state" "1.2.2"
-    "@radix-ui/react-use-previous" "1.1.1"
-    "@radix-ui/react-use-size" "1.1.1"
-
 "@radix-ui/react-tabs@1.0.4":
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/@radix-ui/react-tabs/-/react-tabs-1.0.4.tgz#993608eec55a5d1deddd446fa9978d2bc1053da2"
@@ -5117,20 +5104,6 @@
     tailwind-merge "^2.5.2"
     tailwindcss-animate "^1.0.7"
 
-"@signozhq/switch@0.0.2":
-  version "0.0.2"
-  resolved "https://registry.yarnpkg.com/@signozhq/switch/-/switch-0.0.2.tgz#58003ce9c0cd1f2ad8266a7045182607ce51df76"
-  integrity sha512-3B3Y5dzIyepO6EQJ7agx97bPmwg1dcOY46q2lqviHnMxNk3Sv079nSNCaztjQlo0VR0qu2JgVXhWi5Lw9WBN8A==
-  dependencies:
-    "@radix-ui/react-icons" "^1.3.0"
-    "@radix-ui/react-slot" "^1.1.0"
-    "@radix-ui/react-switch" "^1.1.4"
-    class-variance-authority "^0.7.0"
-    clsx "^2.1.1"
-    lucide-react "^0.445.0"
-    tailwind-merge "^2.5.2"
-    tailwindcss-animate "^1.0.7"
-
 "@signozhq/table@0.3.7":
   version "0.3.7"
   resolved "https://registry.yarnpkg.com/@signozhq/table/-/table-0.3.7.tgz#895b710c02af124dfb5117e02bbc6d80ce062063"

pkg/flagger/registry.go

@@ -3,9 +3,8 @@ package flagger
 import "github.com/SigNoz/signoz/pkg/types/featuretypes"
 
 var (
-	FeatureUseSpanMetrics       = featuretypes.MustNewName("use_span_metrics")
-	FeatureInterpolationEnabled = featuretypes.MustNewName("interpolation_enabled")
-	FeatureKafkaSpanEval        = featuretypes.MustNewName("kafka_span_eval")
+	FeatureUseSpanMetrics = featuretypes.MustNewName("use_span_metrics")
+	FeatureKafkaSpanEval  = featuretypes.MustNewName("kafka_span_eval")
 )
 
 func MustNewRegistry() featuretypes.Registry {
@@ -18,14 +17,6 @@ func MustNewRegistry() featuretypes.Registry {
 			DefaultVariant: featuretypes.MustNewName("disabled"),
 			Variants:       featuretypes.NewBooleanVariants(),
 		},
-		&featuretypes.Feature{
-			Name:           FeatureInterpolationEnabled,
-			Kind:           featuretypes.KindBoolean,
-			Stage:          featuretypes.StageExperimental,
-			Description:    "Controls whether to enable interpolation",
-			DefaultVariant: featuretypes.MustNewName("disabled"),
-			Variants:       featuretypes.NewBooleanVariants(),
-		},
 		&featuretypes.Feature{
 			Name:           FeatureKafkaSpanEval,
 			Kind:           featuretypes.KindBoolean,

pkg/querybuilder/where_clause_visitor.go

@@ -483,6 +483,22 @@ func (v *filterExpressionVisitor) VisitComparison(ctx *grammar.ComparisonContext
 		value1 := v.Visit(values[0])
 		value2 := v.Visit(values[1])
 
+		switch value1.(type) {
+		case float64:
+			if _, ok := value2.(float64); !ok {
+				v.errors = append(v.errors, fmt.Sprintf("value type mismatch for key %s: expected number for both operands", keys[0].Name))
+				return ""
+			}
+		case string:
+			if _, ok := value2.(string); !ok {
+				v.errors = append(v.errors, fmt.Sprintf("value type mismatch for key %s: expected string for both operands", keys[0].Name))
+				return ""
+			}
+		default:
+			v.errors = append(v.errors, fmt.Sprintf("value type mismatch for key %s: operands must be number or string", keys[0].Name))
+			return ""
+		}
+
 		var conds []string
 		for _, key := range keys {
 			condition, err := v.conditionBuilder.ConditionFor(context.Background(), key, op, []any{value1, value2}, v.builder, v.startNs, v.endNs)
@@ -855,7 +871,7 @@ func (v *filterExpressionVisitor) VisitKey(ctx *grammar.KeyContext) any {
 	// 1. either user meant key ( this is already handled above in fieldKeysForName )
 	// 2. or user meant `attribute.key` we look up in the map for all possible field keys with name 'attribute.key'
 
-	// Note: 
+	// Note:
 	// If user only wants to search `attribute.key`, then they have to use `attribute.attribute.key`
 	// If user only wants to search `key`, then they have to use `key`
 	// If user wants to search both, they can use `attribute.key` and we will resolve the ambiguity

pkg/signoz/config.go

@@ -375,13 +375,6 @@ func mergeAndEnsureBackwardCompatibility(ctx context.Context, logger *slog.Logge
 		config.Flagger.Config.Boolean[flagger.FeatureKafkaSpanEval.String()] = os.Getenv("KAFKA_SPAN_EVAL") == "true"
 	}
 
-	if os.Getenv("INTERPOLATION_ENABLED") != "" {
-		logger.WarnContext(ctx, "[Deprecated] env INTERPOLATION_ENABLED is deprecated and scheduled for removal. Please use SIGNOZ_FLAGGER_CONFIG_BOOLEAN_INTERPOLATION__ENABLED instead.")
-		if config.Flagger.Config.Boolean == nil {
-			config.Flagger.Config.Boolean = make(map[string]bool)
-		}
-		config.Flagger.Config.Boolean[flagger.FeatureInterpolationEnabled.String()] = os.Getenv("INTERPOLATION_ENABLED") == "true"
-	}
 }
 
 func (config Config) Collect(_ context.Context, _ valuer.UUID) (map[string]any, error) {

pkg/telemetrymeter/statement_builder.go

@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"log/slog"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
@@ -73,7 +74,7 @@ func (b *meterQueryStatementBuilder) buildPipelineStatement(
 		cteArgs      [][]any
 	)
 
-	if b.metricsStatementBuilder.CanShortCircuitDelta(query) {
+	if qbtypes.CanShortCircuitDelta(query.Aggregations[0]) {
 		// spatial_aggregation_cte directly for certain delta queries
 		if frag, args, err := b.buildTemporalAggDeltaFastPath(ctx, start, end, query, keys, variables); err != nil {
 			return nil, err
@@ -91,8 +92,9 @@ func (b *meterQueryStatementBuilder) buildPipelineStatement(
 		}
 
 		// spatial_aggregation_cte
-		frag, args := b.buildSpatialAggregationCTE(ctx, start, end, query, keys)
-		if frag != "" {
+		if frag, args, err := b.buildSpatialAggregationCTE(ctx, start, end, query, keys); err != nil {
+			return nil, err
+		} else if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -122,13 +124,16 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	for _, g := range query.GroupBy {
 		col, err := b.fm.ColumnExpressionFor(ctx, &g.TelemetryFieldKey, keys)
 		if err != nil {
-			return "", []any{}, err
+			return "", nil, err
 		}
 		sb.SelectMore(col)
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
 		aggCol = fmt.Sprintf("%s/%d", aggCol, stepSec)
 	}
@@ -150,7 +155,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 			Variables:        variables,
 		}, start, end)
 		if err != nil {
-			return "", []any{}, err
+			return "", nil, err
 		}
 	}
 	if filterWhere != nil {
@@ -208,8 +213,11 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDelta(
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
 		query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
 		aggCol = fmt.Sprintf("%s/%d", aggCol, stepSec)
 	}
@@ -278,7 +286,10 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
 	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
@@ -315,25 +326,23 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 
 	switch query.Aggregations[0].TimeAggregation {
 	case metrictypes.TimeAggregationRate:
-		rateExpr := fmt.Sprintf(telemetrymetrics.RateWithoutNegative, start, start)
 		wrapped := sqlbuilder.NewSelectBuilder()
 		wrapped.Select("ts")
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", rateExpr))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", telemetrymetrics.RateTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
 
 	case metrictypes.TimeAggregationIncrease:
-		incExpr := fmt.Sprintf(telemetrymetrics.IncreaseWithoutNegative, start, start)
 		wrapped := sqlbuilder.NewSelectBuilder()
 		wrapped.Select("ts")
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", incExpr))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", telemetrymetrics.IncreaseTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
@@ -348,7 +357,15 @@ func (b *meterQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	_ map[string][]*telemetrytypes.TelemetryFieldKey,
-) (string, []any) {
+) (string, []any, error) {
+
+	if query.Aggregations[0].SpaceAggregation.IsZero() {
+		return "", nil, errors.Newf(
+			errors.TypeInvalidInput,
+			errors.CodeInvalidInput,
+			"invalid space aggregation, should be one of the following: [`sum`, `avg`, `min`, `max`, `count`]",
+		)
+	}
 	sb := sqlbuilder.NewSelectBuilder()
 
 	sb.Select("ts")
@@ -365,5 +382,5 @@ func (b *meterQueryStatementBuilder) buildSpatialAggregationCTE(
 	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 
 	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args, nil
 }

pkg/telemetrymeter/tables.go

@@ -3,6 +3,7 @@ package telemetrymeter
 import (
 	"time"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 )
 
@@ -63,7 +64,7 @@ func AggregationColumnForSamplesTable(
 	temporality metrictypes.Temporality,
 	timeAggregation metrictypes.TimeAggregation,
 	tableHints *metrictypes.MetricTableHints,
-) string {
+) (string, error) {
 	tableName := WhichSamplesTableToUse(start, end, metricType, timeAggregation, tableHints)
 	var aggregationColumn string
 	switch temporality {
@@ -190,5 +191,13 @@ func AggregationColumnForSamplesTable(
 		}
 
 	}
-	return aggregationColumn
+
+	if aggregationColumn == "" {
+		return "", errors.Newf(
+			errors.TypeInvalidInput,
+			errors.CodeInvalidInput,
+			"invalid time aggregation, should be one of the following: [`latest`, `sum`, `avg`, `min`, `max`, `count`, `rate`, `increase`]",
+		)
+	}
+	return aggregationColumn, nil
 }

pkg/telemetrymetrics/condition_builder.go

@@ -29,13 +29,7 @@ func (c *conditionBuilder) conditionFor(
 	sb *sqlbuilder.SelectBuilder,
 ) (string, error) {
 
-	switch operator {
-	case qbtypes.FilterOperatorContains,
-		qbtypes.FilterOperatorNotContains,
-		qbtypes.FilterOperatorILike,
-		qbtypes.FilterOperatorNotILike,
-		qbtypes.FilterOperatorLike,
-		qbtypes.FilterOperatorNotLike:
+	if operator.IsStringSearchOperator() {
 		value = querybuilder.FormatValueForContains(value)
 	}
 
@@ -44,6 +38,18 @@ func (c *conditionBuilder) conditionFor(
 		return "", err
 	}
 
+	// TODO(srikanthccv): use the same data type collision handling when metrics schemas are updated
+	switch v := value.(type) {
+	case float64:
+		tblFieldName = fmt.Sprintf("toFloat64OrNull(%s)", tblFieldName)
+	case []any:
+		if len(v) > 0 && (operator == qbtypes.FilterOperatorBetween || operator == qbtypes.FilterOperatorNotBetween) {
+			if _, ok := v[0].(float64); ok {
+				tblFieldName = fmt.Sprintf("toFloat64OrNull(%s)", tblFieldName)
+			}
+		}
+	}
+
 	switch operator {
 	case qbtypes.FilterOperatorEqual:
 		return sb.E(tblFieldName, value), nil

pkg/telemetrymetrics/statement_builder.go

@@ -5,67 +5,27 @@ import (
 	"fmt"
 	"log/slog"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
-	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/huandu/go-sqlbuilder"
 	"golang.org/x/exp/slices"
 )
 
 const (
-	RateWithoutNegative     = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
-	IncreaseWithoutNegative = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value, ((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
+	RateTmpl = `multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window))`
 
-	RateWithoutNegativeMultiTemporality     = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
-	IncreaseWithoutNegativeMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s, ((%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
-	OthersMultiTemporality                  = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, %s) AS per_series_value`
+	IncreaseTmpl = `multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value, per_series_value - lagInFrame(per_series_value, 1) OVER rate_window)`
 
-	RateWithInterpolation = `
-		CASE 
-			WHEN row_number() OVER rate_window = 1 THEN 
-				-- First row: try to interpolate using next value
-				CASE 
-					WHEN leadInFrame(per_series_value, 1) OVER rate_window IS NOT NULL THEN
-						-- Assume linear growth to next point
-						(leadInFrame(per_series_value, 1) OVER rate_window - per_series_value) / 
-						(leadInFrame(ts, 1) OVER rate_window - ts)
-					ELSE 
-						0  -- No next value either, can't interpolate
-				END
-			WHEN (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0 THEN
-				-- Counter reset detected
-				per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window)
-			ELSE 
-				-- Normal case: calculate rate
-				(per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / 
-				(ts - lagInFrame(ts, 1) OVER rate_window)
-		END`
+	RateWithoutNegativeMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, multiIf(row_number() OVER rate_window = 1, nan, (%s - lagInFrame(%s, 1) OVER rate_window) < 0, %s / (ts - lagInFrame(ts, 1) OVER rate_window), (%s - lagInFrame(%s, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window))) AS per_series_value`
 
-	IncreaseWithInterpolation = `
-		CASE 
-			WHEN row_number() OVER rate_window = 1 THEN 
-				-- First row: try to interpolate using next value
-				CASE 
-					WHEN leadInFrame(per_series_value, 1) OVER rate_window IS NOT NULL THEN
-						-- Calculate the interpolated increase for this interval
-						((leadInFrame(per_series_value, 1) OVER rate_window - per_series_value) / 
-						 (leadInFrame(ts, 1) OVER rate_window - ts)) * 
-						(leadInFrame(ts, 1) OVER rate_window - ts)
-					ELSE 
-						0  -- No next value either, can't interpolate
-				END
-			WHEN (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0 THEN
-				-- Counter reset detected: the increase is the current value
-				per_series_value
-			ELSE 
-				-- Normal case: calculate increase
-				(per_series_value - lagInFrame(per_series_value, 1) OVER rate_window)
-		END`
+	IncreaseWithoutNegativeMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, multiIf(row_number() OVER rate_window = 1, nan, (%s - lagInFrame(%s, 1) OVER rate_window) < 0, %s, (%s - lagInFrame(%s, 1) OVER rate_window))) AS per_series_value`
+
+	OthersMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, %s) AS per_series_value`
 )
 
 type MetricQueryStatementBuilder struct {
@@ -147,54 +107,6 @@ func (b *MetricQueryStatementBuilder) Build(
 	return b.buildPipelineStatement(ctx, start, end, query, keys, variables)
 }
 
-// Fast‑path (no fingerprint grouping)
-// canShortCircuitDelta returns true if we can use the optimized query
-// for the given query
-// This is used to avoid the group by fingerprint thus improving the performance
-// for certain queries
-// cases where we can short circuit:
-// 1. time aggregation = (rate|increase) and space aggregation = sum
-//   - rate = sum(value)/step, increase = sum(value) - sum of sums is same as sum of all values
-//
-// 2. time aggregation = sum and space aggregation = sum
-//   - sum of sums is same as sum of all values
-//
-// 3. time aggregation = min and space aggregation = min
-//   - min of mins is same as min of all values
-//
-// 4. time aggregation = max and space aggregation = max
-//   - max of maxs is same as max of all values
-//
-// 5. special case exphist, there is no need for per series/fingerprint aggregation
-// we can directly use the quantilesDDMerge function
-//
-// all of this is true only for delta metrics
-func (b *MetricQueryStatementBuilder) CanShortCircuitDelta(q qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]) bool {
-	if q.Aggregations[0].Temporality != metrictypes.Delta {
-		return false
-	}
-
-	ta := q.Aggregations[0].TimeAggregation
-	sa := q.Aggregations[0].SpaceAggregation
-
-	if (ta == metrictypes.TimeAggregationRate || ta == metrictypes.TimeAggregationIncrease) && sa == metrictypes.SpaceAggregationSum {
-		return true
-	}
-	if ta == metrictypes.TimeAggregationSum && sa == metrictypes.SpaceAggregationSum {
-		return true
-	}
-	if ta == metrictypes.TimeAggregationMin && sa == metrictypes.SpaceAggregationMin {
-		return true
-	}
-	if ta == metrictypes.TimeAggregationMax && sa == metrictypes.SpaceAggregationMax {
-		return true
-	}
-	if q.Aggregations[0].Type == metrictypes.ExpHistogramType && sa.IsPercentile() {
-		return true
-	}
-	return false
-}
-
 func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 	ctx context.Context,
 	start, end uint64,
@@ -256,10 +168,11 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		return nil, err
 	}
 
-	if b.CanShortCircuitDelta(query) {
+	if qbtypes.CanShortCircuitDelta(query.Aggregations[0]) {
 		// spatial_aggregation_cte directly for certain delta queries
-		frag, args := b.buildTemporalAggDeltaFastPath(start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
-		if frag != "" {
+		if frag, args, err := b.buildTemporalAggDeltaFastPath(start, end, query, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
+			return nil, err
+		} else if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -273,8 +186,9 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}
 
 		// spatial_aggregation_cte
-		frag, args := b.buildSpatialAggregationCTE(ctx, start, end, query, keys)
-		if frag != "" {
+		if frag, args, err := b.buildSpatialAggregationCTE(ctx, start, end, query, keys); err != nil {
+			return nil, err
+		} else if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -294,7 +208,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
-) (string, []any) {
+) (string, []any, error) {
 	stepSec := int64(query.StepInterval.Seconds())
 
 	sb := sqlbuilder.NewSelectBuilder()
@@ -307,11 +221,15 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	aggCol := AggregationColumnForSamplesTable(
+	aggCol, err := AggregationColumnForSamplesTable(
 		start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
 		query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints,
 	)
+	if err != nil {
+		return "", nil, err
+	}
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
+		// TODO(srikanthccv): should it be step interval or use [start_time_unix_nano](https://github.com/open-telemetry/opentelemetry-proto/blob/d3fb76d70deb0874692bd0ebe03148580d85f3bb/opentelemetry/proto/metrics/v1/metrics.proto#L400C11-L400C31)?
 		aggCol = fmt.Sprintf("%s/%d", aggCol, stepSec)
 	}
 
@@ -334,7 +252,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 
 	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, timeSeriesCTEArgs...)
-	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args, nil
 }
 
 func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
@@ -437,8 +355,12 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
+		// TODO(srikanthccv): should it be step interval or use [start_time_unix_nano](https://github.com/open-telemetry/opentelemetry-proto/blob/d3fb76d70deb0874692bd0ebe03148580d85f3bb/opentelemetry/proto/metrics/v1/metrics.proto#L400C11-L400C31)?
 		aggCol = fmt.Sprintf("%s/%d", aggCol, stepSec)
 	}
 
@@ -461,7 +383,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
-	ctx context.Context,
+	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
@@ -479,7 +401,10 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		baseSb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
@@ -496,36 +421,25 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 
 	innerQuery, innerArgs := baseSb.BuildWithFlavor(sqlbuilder.ClickHouse, timeSeriesCTEArgs...)
 
-	// ! TODO (balanikaran) Get OrgID via function parameter instead of valuer.GenerateUUID()
-	interpolationEnabled := b.flagger.BooleanOrEmpty(ctx, flagger.FeatureInterpolationEnabled, featuretypes.NewFlaggerEvaluationContext(valuer.GenerateUUID()))
-
 	switch query.Aggregations[0].TimeAggregation {
 	case metrictypes.TimeAggregationRate:
-		rateExpr := fmt.Sprintf(RateWithoutNegative, start, start)
-		if interpolationEnabled {
-			rateExpr = RateWithInterpolation
-		}
 		wrapped := sqlbuilder.NewSelectBuilder()
 		wrapped.Select("ts")
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", rateExpr))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", RateTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
 
 	case metrictypes.TimeAggregationIncrease:
-		incExpr := fmt.Sprintf(IncreaseWithoutNegative, start, start)
-		if interpolationEnabled {
-			incExpr = IncreaseWithInterpolation
-		}
 		wrapped := sqlbuilder.NewSelectBuilder()
 		wrapped.Select("ts")
 		for _, g := range query.GroupBy {
 			wrapped.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 		}
-		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", incExpr))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", IncreaseTmpl))
 		wrapped.From(fmt.Sprintf("(%s) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)", innerQuery))
 		q, args := wrapped.BuildWithFlavor(sqlbuilder.ClickHouse, innerArgs...)
 		return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, nil
@@ -534,7 +448,6 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 }
 
-// because RateInterpolation is not enabled anywhere due to some gaps in the logic wrt cache handling, it hasn't been considered for the multi temporality
 func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 	_ context.Context,
 	start, end uint64,
@@ -553,18 +466,32 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	aggForDeltaTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggForCumulativeTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggForDeltaTemporality, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
+	aggForCumulativeTemporality, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if err != nil {
+		return "", nil, err
+	}
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
 		aggForDeltaTemporality = fmt.Sprintf("%s/%d", aggForDeltaTemporality, stepSec)
 	}
 
 	switch query.Aggregations[0].TimeAggregation {
 	case metrictypes.TimeAggregationRate:
-		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, aggForCumulativeTemporality, aggForCumulativeTemporality, start)
+		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality,
+			aggForDeltaTemporality,
+			aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality,
+			aggForCumulativeTemporality, aggForCumulativeTemporality,
+		)
 		sb.SelectMore(rateExpr)
 	case metrictypes.TimeAggregationIncrease:
-		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, start)
+		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality,
+			aggForDeltaTemporality,
+			aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality,
+			aggForCumulativeTemporality, aggForCumulativeTemporality,
+		)
 		sb.SelectMore(increaseExpr)
 	default:
 		expr := fmt.Sprintf(OthersMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality)
@@ -592,7 +519,14 @@ func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	_ map[string][]*telemetrytypes.TelemetryFieldKey,
-) (string, []any) {
+) (string, []any, error) {
+	if query.Aggregations[0].SpaceAggregation.IsZero() {
+		return "", nil, errors.Newf(
+			errors.TypeInvalidInput,
+			errors.CodeInvalidInput,
+			"invalid space aggregation, should be one of the following: [`sum`, `avg`, `min`, `max`, `count`, `p50`, `p75`, `p90`, `p95`, `p99`]",
+		)
+	}
 	sb := sqlbuilder.NewSelectBuilder()
 
 	sb.Select("ts")
@@ -609,7 +543,7 @@ func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 
 	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args, nil
 }
 
 func (b *MetricQueryStatementBuilder) BuildFinalSelect(
@@ -641,9 +575,7 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 			quantile,
 		))
 		sb.From("__spatial_aggregation_cte")
-		for _, g := range query.GroupBy {
-			sb.GroupBy(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
-		}
+		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 		sb.GroupBy("ts")
 		if query.Having != nil && query.Having.Expression != "" {
 			rewriter := querybuilder.NewHavingExpressionRewriter()
@@ -659,6 +591,8 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 			sb.Where(rewrittenExpr)
 		}
 	}
+	sb.OrderBy(querybuilder.GroupByKeys(query.GroupBy)...)
+	sb.OrderBy("ts")
 
 	q, a := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 	return &qbtypes.Statement{Query: combined + q, Args: append(args, a...)}, nil

pkg/telemetrymetrics/tables.go

@@ -3,6 +3,7 @@ package telemetrymetrics
 import (
 	"time"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 )
 
@@ -168,7 +169,7 @@ func AggregationColumnForSamplesTable(
 	temporality metrictypes.Temporality,
 	timeAggregation metrictypes.TimeAggregation,
 	tableHints *metrictypes.MetricTableHints,
-) string {
+) (string, error) {
 	tableName := WhichSamplesTableToUse(start, end, metricType, timeAggregation, tableHints)
 	var aggregationColumn string
 	switch temporality {
@@ -298,5 +299,12 @@ func AggregationColumnForSamplesTable(
 			}
 		}
 	}
-	return aggregationColumn
+	if aggregationColumn == "" {
+		return "", errors.Newf(
+			errors.TypeInvalidInput,
+			errors.CodeInvalidInput,
+			"invalid time aggregation, should be one of the following: [`latest`, `sum`, `avg`, `min`, `max`, `count`, `rate`, `increase`]",
+		)
+	}
+	return aggregationColumn, nil
 }

pkg/telemetrytraces/condition_builder.go

@@ -35,13 +35,7 @@ func (c *conditionBuilder) conditionFor(
 	sb *sqlbuilder.SelectBuilder,
 ) (string, error) {
 
-	switch operator {
-	case qbtypes.FilterOperatorContains,
-		qbtypes.FilterOperatorNotContains,
-		qbtypes.FilterOperatorILike,
-		qbtypes.FilterOperatorNotILike,
-		qbtypes.FilterOperatorLike,
-		qbtypes.FilterOperatorNotLike:
+	if operator.IsStringSearchOperator() {
 		value = querybuilder.FormatValueForContains(value)
 	}
 

pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go

@@ -152,7 +152,9 @@ func (f FilterOperator) IsStringSearchOperator() bool {
 		FilterOperatorILike,
 		FilterOperatorNotILike,
 		FilterOperatorLike,
-		FilterOperatorNotLike:
+		FilterOperatorNotLike,
+		FilterOperatorRegexp,
+		FilterOperatorNotRegexp:
 		return true
 	default:
 		return false

pkg/types/querybuildertypes/querybuildertypesv5/builder_query.go

@@ -3,6 +3,7 @@ package querybuildertypesv5
 import (
 	"fmt"
 
+	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
@@ -174,3 +175,54 @@ func (q *QueryBuilderQuery[T]) Normalize() {
 	}
 
 }
+
+// Fast‑path (no fingerprint grouping)
+// canShortCircuitDelta returns true if we can use the optimized query
+// for the given query
+// This is used to avoid the group by fingerprint thus improving the performance
+// for certain queries
+// cases where we can short circuit:
+// 1. time aggregation = (rate|increase) and space aggregation = sum
+//   - rate = sum(value)/step, increase = sum(value) - sum of sums is same as sum of all values
+//
+// 2. time aggregation = sum and space aggregation = sum
+//   - sum of sums is same as sum of all values
+//
+// 3. time aggregation = min and space aggregation = min
+//   - min of mins is same as min of all values
+//
+// 4. time aggregation = max and space aggregation = max
+//   - max of maxs is same as max of all values
+//
+// 5. special case exphist, there is no need for per series/fingerprint aggregation
+// we can directly use the quantilesDDMerge function
+//
+// all of this is true only for delta metrics
+func CanShortCircuitDelta(metricAgg MetricAggregation) bool {
+
+	if metricAgg.Temporality != metrictypes.Delta {
+		return false
+	}
+
+	ta := metricAgg.TimeAggregation
+	sa := metricAgg.SpaceAggregation
+
+	if (ta == metrictypes.TimeAggregationRate || ta == metrictypes.TimeAggregationIncrease) &&
+		sa == metrictypes.SpaceAggregationSum {
+		return true
+	}
+	if ta == metrictypes.TimeAggregationSum && sa == metrictypes.SpaceAggregationSum {
+		return true
+	}
+	if ta == metrictypes.TimeAggregationMin && sa == metrictypes.SpaceAggregationMin {
+		return true
+	}
+	if ta == metrictypes.TimeAggregationMax && sa == metrictypes.SpaceAggregationMax {
+		return true
+	}
+	if metricAgg.Type == metrictypes.ExpHistogramType && sa.IsPercentile() {
+		return true
+	}
+
+	return false
+}

pkg/types/querybuildertypes/querybuildertypesv5/qb.go

@@ -12,6 +12,7 @@ import (
 var (
 	ErrColumnNotFound      = errors.Newf(errors.TypeNotFound, errors.CodeNotFound, "field not found")
 	ErrBetweenValues       = errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "(not) between operator requires two values")
+	ErrBetweenValuesType   = errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "(not) between operator requires two values of the number type")
 	ErrInValues            = errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "(not) in operator requires a list of values")
 	ErrUnsupportedOperator = errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "unsupported operator")
 )

pkg/types/querybuildertypes/querybuildertypesv5/validation.go

@@ -179,14 +179,6 @@ func (q *QueryBuilderQuery[T]) validateAggregations() error {
 					aggId,
 				)
 			}
-			// Validate metric-specific aggregations
-			if err := validateMetricAggregation(v); err != nil {
-				aggId := fmt.Sprintf("aggregation #%d", i+1)
-				if q.Name != "" {
-					aggId = fmt.Sprintf("aggregation #%d in query '%s'", i+1, q.Name)
-				}
-				return wrapValidationError(err, aggId, "invalid metric %s: %s")
-			}
 		case TraceAggregation:
 			if v.Expression == "" {
 				aggId := fmt.Sprintf("aggregation #%d", i+1)
@@ -803,85 +795,3 @@ func validateQueryEnvelope(envelope QueryEnvelope, requestType RequestType) erro
 		)
 	}
 }
-
-// validateMetricAggregation validates metric-specific aggregation parameters
-func validateMetricAggregation(agg MetricAggregation) error {
-	// we can't decide anything here without known temporality
-	if agg.Temporality == metrictypes.Unknown {
-		return nil
-	}
-
-	// Validate that rate/increase are only used with appropriate temporalities
-	if agg.TimeAggregation == metrictypes.TimeAggregationRate || agg.TimeAggregation == metrictypes.TimeAggregationIncrease {
-		// For gauge metrics (Unspecified temporality), rate/increase doesn't make sense
-		if agg.Temporality == metrictypes.Unspecified {
-			return errors.NewInvalidInputf(
-				errors.CodeInvalidInput,
-				"rate/increase aggregation cannot be used with gauge metrics (unspecified temporality)",
-			)
-		}
-	}
-
-	// Validate percentile aggregations are only used with histogram types
-	if agg.SpaceAggregation.IsPercentile() {
-		if agg.Type != metrictypes.HistogramType && agg.Type != metrictypes.ExpHistogramType && agg.Type != metrictypes.SummaryType {
-			return errors.NewInvalidInputf(
-				errors.CodeInvalidInput,
-				"percentile aggregation can only be used with histogram or summary metric types",
-			)
-		}
-	}
-
-	// Validate time aggregation values
-	validTimeAggregations := []metrictypes.TimeAggregation{
-		metrictypes.TimeAggregationUnspecified,
-		metrictypes.TimeAggregationLatest,
-		metrictypes.TimeAggregationSum,
-		metrictypes.TimeAggregationAvg,
-		metrictypes.TimeAggregationMin,
-		metrictypes.TimeAggregationMax,
-		metrictypes.TimeAggregationCount,
-		metrictypes.TimeAggregationCountDistinct,
-		metrictypes.TimeAggregationRate,
-		metrictypes.TimeAggregationIncrease,
-	}
-
-	validTimeAgg := slices.Contains(validTimeAggregations, agg.TimeAggregation)
-	if !validTimeAgg {
-		return errors.NewInvalidInputf(
-			errors.CodeInvalidInput,
-			"invalid time aggregation: %s",
-			agg.TimeAggregation.StringValue(),
-		).WithAdditional(
-			"Valid time aggregations: latest, sum, avg, min, max, count, count_distinct, rate, increase",
-		)
-	}
-
-	// Validate space aggregation values
-	validSpaceAggregations := []metrictypes.SpaceAggregation{
-		metrictypes.SpaceAggregationUnspecified,
-		metrictypes.SpaceAggregationSum,
-		metrictypes.SpaceAggregationAvg,
-		metrictypes.SpaceAggregationMin,
-		metrictypes.SpaceAggregationMax,
-		metrictypes.SpaceAggregationCount,
-		metrictypes.SpaceAggregationPercentile50,
-		metrictypes.SpaceAggregationPercentile75,
-		metrictypes.SpaceAggregationPercentile90,
-		metrictypes.SpaceAggregationPercentile95,
-		metrictypes.SpaceAggregationPercentile99,
-	}
-
-	validSpaceAgg := slices.Contains(validSpaceAggregations, agg.SpaceAggregation)
-	if !validSpaceAgg {
-		return errors.NewInvalidInputf(
-			errors.CodeInvalidInput,
-			"invalid space aggregation: %s",
-			agg.SpaceAggregation.StringValue(),
-		).WithAdditional(
-			"Valid space aggregations: sum, avg, min, max, count, p50, p75, p90, p95, p99",
-		)
-	}
-
-	return nil
-}

tests/integration/fixtures/alertutils.py

@@ -112,7 +112,7 @@ def verify_webhook_alert_expectation(
                 break
 
         # wait for some time before checking again
-        time.sleep(10)
+        time.sleep(1)
 
     # We've waited but we didn't get the expected number of alerts
 
@@ -133,3 +133,15 @@ def verify_webhook_alert_expectation(
     )
 
     return True  # should not reach here
+
+
+def update_rule_channel_name(rule_data: dict, channel_name: str):
+    """
+    updates the channel name in the thresholds
+    so alert notification are sent to the given channel
+    """
+    thresholds = rule_data["condition"]["thresholds"]
+    if "kind" in thresholds and thresholds["kind"] == "basic":
+        # loop over all the sepcs and update the channels
+        for spec in thresholds["spec"]:
+            spec["channels"] = [channel_name]

tests/integration/fixtures/cloudintegrations.py

@@ -1,16 +1,18 @@
 """Fixtures for cloud integration tests."""
-from typing import Callable, Optional
+
 from http import HTTPStatus
+from typing import Callable, Optional
 
 import pytest
 import requests
 
 from fixtures import types
-from fixtures.logger import setup_logger
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
 
 logger = setup_logger(__name__)
 
+
 @pytest.fixture(scope="function")
 def create_cloud_integration_account(
     request: pytest.FixtureRequest,
@@ -24,9 +26,7 @@ def create_cloud_integration_account(
         cloud_provider: str = "aws",
     ) -> dict:
         nonlocal created_account_id, cloud_provider_used
-        endpoint = (
-            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
-        )
+        endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
 
         request_payload = {
             "account_config": {"regions": ["us-east-1"]},
@@ -59,9 +59,7 @@ def create_cloud_integration_account(
 
     def _disconnect(admin_token: str, cloud_provider: str) -> requests.Response:
         assert created_account_id
-        disconnect_endpoint = (
-            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{created_account_id}/disconnect"
-        )
+        disconnect_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{created_account_id}/disconnect"
         return requests.post(
             signoz.self.host_configs["8080"].get(disconnect_endpoint),
             headers={"Authorization": f"Bearer {admin_token}"},

tests/integration/fixtures/cloudintegrationsutils.py

@@ -1,4 +1,5 @@
 """Fixtures for cloud integration tests."""
+
 from http import HTTPStatus
 
 import requests

tests/integration/fixtures/metrics.py

@@ -43,6 +43,10 @@ class MetricsTimeSeries(ABC):
         resource_attrs: dict[str, str] = {},
         scope_attrs: dict[str, str] = {},
     ) -> None:
+        # Create a copy of labels to avoid mutating the caller's dictionary
+        labels = dict(labels)
+        # Add metric_name to the labels to support promql queries
+        labels["__name__"] = metric_name
         self.env = env
         self.metric_name = metric_name
         self.temporality = temporality

tests/integration/fixtures/signoz.py

@@ -69,6 +69,10 @@ def signoz(  # pylint: disable=too-many-arguments,too-many-positional-arguments
                 "SIGNOZ_GLOBAL_INGESTION__URL": "https://ingest.test.signoz.cloud",
                 "SIGNOZ_USER_PASSWORD_RESET_ALLOW__SELF": True,
                 "SIGNOZ_USER_PASSWORD_RESET_MAX__TOKEN__LIFETIME": "6h",
+                "RULES_EVAL_DELAY": "0s",
+                "SIGNOZ_ALERTMANAGER_SIGNOZ_POLL__INTERVAL": "5s",
+                "SIGNOZ_ALERTMANAGER_SIGNOZ_ROUTE_GROUP__WAIT": "1s",
+                "SIGNOZ_ALERTMANAGER_SIGNOZ_ROUTE_GROUP__INTERVAL": "5s",
             }
             | sqlstore.env
             | clickhouse.env

tests/integration/fixtures/types.py

@@ -191,3 +191,15 @@ class AlertExpectation:
     # seconds to wait for the alerts to be fired, if no
     # alerts are fired in the expected time, the test will fail
     wait_time_seconds: int
+
+
+@dataclass(frozen=True)
+class AlertTestCase:
+    # name of the test case
+    name: str
+    # path to the rule file in testdata directory
+    rule_path: str
+    # list of alert data that will be inserted into the database
+    alert_data: List[AlertData]
+    # list of alert expectations for the test case
+    alert_expectation: AlertExpectation

tests/integration/src/alerts/01_notification_channel.py

@@ -8,6 +8,9 @@ from wiremock.client import HttpMethods, Mapping, MappingRequest, MappingRespons
 
 from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+
+logger = setup_logger(__name__)
 
 
 def test_webhook_notification_channel(
@@ -20,6 +23,7 @@ def test_webhook_notification_channel(
     """
     Tests the creation and delivery of test alerts on the created notification channel
     """
+    logger.info("Setting up notification channel")
 
     # Prepare notification channel name and webhook endpoint
     notification_channel_name = f"notification-channel-{uuid.uuid4()}"
@@ -55,10 +59,10 @@ def test_webhook_notification_channel(
     )
 
     # TODO: @abhishekhugetech # pylint: disable=W0511
-    # Time required for Org to be registered
-    # in the alertmanager, default 1m.
+    # Time required for newly created Org to be registered in the alertmanager is 5 seconds in signoz.py
     # this will be fixed after [https://github.com/SigNoz/engineering-pod/issues/3800]
-    time.sleep(65)
+    # 10 seconds safe time for org to be registered in the alertmanager
+    time.sleep(10)
 
     # Call test API for the notification channel
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)

tests/integration/src/alerts/02_basic_alert_conditions.py

@@ -0,0 +1,665 @@
+import json
+import uuid
+from datetime import datetime, timedelta, timezone
+from typing import Callable, List
+
+import pytest
+from wiremock.client import HttpMethods, Mapping, MappingRequest, MappingResponse
+
+from fixtures import types
+from fixtures.alertutils import (
+    update_rule_channel_name,
+    verify_webhook_alert_expectation,
+)
+from fixtures.logger import setup_logger
+from fixtures.utils import get_testdata_file_path
+
+# Alert test cases use a 30-second wait time to verify expected alert firing.
+# Alert data is set up to trigger on the first rule manager evaluation.
+# With a 15-second eval frequency for most rules, plus alertmanager's
+# group_wait and group_interval delays, alerts should fire well within 30 seconds.
+TEST_RULES_MATCH_TYPE_AND_COMPARE_OPERATORS = [
+    types.AlertTestCase(
+        name="test_threshold_above_at_least_once",
+        rule_path="alerts/test_scenarios/threshold_above_at_least_once/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                # active requests dummy data
+                data_path="alerts/test_scenarios/threshold_above_at_least_once/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_at_least_once",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_above_all_the_time",
+        rule_path="alerts/test_scenarios/threshold_above_all_the_time/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_above_all_the_time/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_all_the_time",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_above_in_total",
+        rule_path="alerts/test_scenarios/threshold_above_in_total/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_above_in_total/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_in_total",
+                        "threshold.name": "critical",
+                        "service": "server",
+                    },
+                ),
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_in_total",
+                        "threshold.name": "critical",
+                        "service": "api",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_above_average",
+        rule_path="alerts/test_scenarios/threshold_above_average/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="traces",
+                data_path="alerts/test_scenarios/threshold_above_average/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_average",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_above_last",
+        rule_path="alerts/test_scenarios/threshold_above_last/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_above_last/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_above_last",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_below_at_least_once",
+        rule_path="alerts/test_scenarios/threshold_below_at_least_once/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="logs",
+                data_path="alerts/test_scenarios/threshold_below_at_least_once/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_below_at_least_once",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_below_all_the_time",
+        rule_path="alerts/test_scenarios/threshold_below_all_the_time/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="logs",
+                data_path="alerts/test_scenarios/threshold_below_all_the_time/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_below_all_the_time",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_below_in_total",
+        rule_path="alerts/test_scenarios/threshold_below_in_total/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                # one rate ~5 + rest 0.01 so it remains in total below 10
+                data_path="alerts/test_scenarios/threshold_below_in_total/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_below_in_total",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_below_average",
+        rule_path="alerts/test_scenarios/threshold_below_average/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_below_average/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_below_average",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_below_last",
+        rule_path="alerts/test_scenarios/threshold_below_last/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_below_last/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_below_last",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_equal_to_at_least_once",
+        rule_path="alerts/test_scenarios/threshold_equal_to_at_least_once/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_equal_to_at_least_once/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_equal_to_at_least_once",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_equal_to_all_the_time",
+        rule_path="alerts/test_scenarios/threshold_equal_to_all_the_time/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_equal_to_all_the_time/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_equal_to_all_the_time",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_equal_to_in_total",
+        rule_path="alerts/test_scenarios/threshold_equal_to_in_total/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_equal_to_in_total/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_equal_to_in_total",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_equal_to_average",
+        rule_path="alerts/test_scenarios/threshold_equal_to_average/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_equal_to_average/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_equal_to_average",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_equal_to_last",
+        rule_path="alerts/test_scenarios/threshold_equal_to_last/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_equal_to_last/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_equal_to_last",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_not_equal_to_at_least_once",
+        rule_path="alerts/test_scenarios/threshold_not_equal_to_at_least_once/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_not_equal_to_at_least_once/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_not_equal_to_at_least_once",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_not_equal_to_all_the_time",
+        rule_path="alerts/test_scenarios/threshold_not_equal_to_all_the_time/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_not_equal_to_all_the_time/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_not_equal_to_all_the_time",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_not_equal_to_in_total",
+        rule_path="alerts/test_scenarios/threshold_not_equal_to_in_total/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_not_equal_to_in_total/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_not_equal_to_in_total",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_not_equal_to_average",
+        rule_path="alerts/test_scenarios/threshold_not_equal_to_average/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_not_equal_to_average/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_not_equal_to_average",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_threshold_not_equal_to_last",
+        rule_path="alerts/test_scenarios/threshold_not_equal_to_last/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/threshold_not_equal_to_last/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "threshold_not_equal_to_last",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+]
+
+# test cases unit conversion
+TEST_RULES_UNIT_CONVERSION = [
+    types.AlertTestCase(
+        name="test_unit_conversion_bytes_to_mb",
+        rule_path="alerts/test_scenarios/unit_conversion_bytes_to_mb/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/unit_conversion_bytes_to_mb/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "unit_conversion_bytes_to_mb",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+    types.AlertTestCase(
+        name="test_unit_conversion_ms_to_second",
+        rule_path="alerts/test_scenarios/unit_conversion_ms_to_second/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/unit_conversion_ms_to_second/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "unit_conversion_ms_to_second",
+                        "threshold.name": "critical",
+                    }
+                ),
+            ],
+        ),
+    ),
+]
+
+# test cases miscellaneous cases, no data and multi threshold
+TEST_RULES_MISCELLANEOUS = [
+    types.AlertTestCase(
+        name="test_no_data_rule_test",
+        rule_path="alerts/test_scenarios/no_data_rule_test/rule.json",
+        alert_data=[
+            types.AlertData(
+                type="metrics",
+                data_path="alerts/test_scenarios/no_data_rule_test/alert_data.jsonl",
+            ),
+        ],
+        alert_expectation=types.AlertExpectation(
+            should_alert=True,
+            wait_time_seconds=30,
+            expected_alerts=[
+                types.FiringAlert(
+                    labels={
+                        "alertname": "[No data] no_data_rule_test",
+                        "nodata": "true",
+                    }
+                ),
+            ],
+        ),
+    ),
+    # TODO: @abhishekhugetech enable the test for multi threshold rule, pylint: disable=W0511
+    # after the [issue](https://github.com/SigNoz/engineering-pod/issues/3934) with alertManager is resolved
+    # types.AlertTestCase(
+    #     name="test_multi_threshold_rule_test",
+    #     rule_path="alerts/test_scenarios/multi_threshold_rule_test/rule.json",
+    #     alert_data=[
+    #         types.AlertData(
+    #             type="metrics",
+    #             data_path="alerts/test_scenarios/multi_threshold_rule_test/alert_data.jsonl",
+    #         ),
+    #     ],
+    #     alert_expectation=types.AlertExpectation(
+    #         should_alert=True,
+    #         # the second alert will be fired with some delay from alert manager's group_interval
+    #         # so taking this in consideration, the wait time is 90 seconds (30s + 30s for next alert + 30s buffer)
+    #         wait_time_seconds=90,
+    #         expected_alerts=[
+    #             types.FiringAlert(
+    #                 labels={
+    #                     "alertname": "multi_threshold_rule_test",
+    #                     "threshold.name": "info",
+    #                 }
+    #             ),
+    #             types.FiringAlert(
+    #                 labels={
+    #                     "alertname": "multi_threshold_rule_test",
+    #                     "threshold.name": "warning",
+    #                 }
+    #             ),
+    #         ],
+    #     ),
+    # ),
+]
+
+
+logger = setup_logger(__name__)
+
+
+@pytest.mark.parametrize(
+    "alert_test_case",
+    TEST_RULES_MATCH_TYPE_AND_COMPARE_OPERATORS
+    + TEST_RULES_UNIT_CONVERSION
+    + TEST_RULES_MISCELLANEOUS,
+    ids=lambda alert_test_case: alert_test_case.name,
+)
+def test_basic_alert_rule_conditions(
+    # Notification channel related fixtures
+    notification_channel: types.TestContainerDocker,
+    make_http_mocks: Callable[[types.TestContainerDocker, List[Mapping]], None],
+    create_webhook_notification_channel: Callable[[str, str, dict, bool], str],
+    # Alert rule related fixtures
+    create_alert_rule: Callable[[dict], str],
+    # Alert data insertion related fixtures
+    insert_alert_data: Callable[[List[types.AlertData], datetime], None],
+    alert_test_case: types.AlertTestCase,
+):
+    # Prepare notification channel name and webhook endpoint
+    notification_channel_name = str(uuid.uuid4())
+    webhook_endpoint_path = f"/alert/{notification_channel_name}"
+    notification_url = notification_channel.container_configs["8080"].get(
+        webhook_endpoint_path
+    )
+
+    logger.info("notification_url: %s", {"notification_url": notification_url})
+
+    # register the mock endpoint in notification channel
+    make_http_mocks(
+        notification_channel,
+        [
+            Mapping(
+                request=MappingRequest(
+                    method=HttpMethods.POST,
+                    url=webhook_endpoint_path,
+                ),
+                response=MappingResponse(
+                    status=200,
+                    json_body={},
+                ),
+                persistent=False,
+            )
+        ],
+    )
+
+    # Create an alert channel using the given route
+    create_webhook_notification_channel(
+        channel_name=notification_channel_name,
+        webhook_url=notification_url,
+        http_config={},
+        send_resolved=False,
+    )
+
+    logger.info(
+        "alert channel created with name: %s",
+        {"notification_channel_name": notification_channel_name},
+    )
+
+    # Insert alert data
+    insert_alert_data(
+        alert_test_case.alert_data,
+        base_time=datetime.now(tz=timezone.utc) - timedelta(minutes=5),
+    )
+
+    # Create Alert Rule
+    rule_path = get_testdata_file_path(alert_test_case.rule_path)
+    with open(rule_path, "r", encoding="utf-8") as f:
+        rule_data = json.loads(f.read())
+    # Update the channel name in the rule data
+    update_rule_channel_name(rule_data, notification_channel_name)
+    rule_id = create_alert_rule(rule_data)
+    logger.info(
+        "rule created with id: %s",
+        {"rule_id": rule_id, "rule_name": rule_data["alert"]},
+    )
+
+    # Verify alert expectation
+    verify_webhook_alert_expectation(
+        notification_channel,
+        notification_channel_name,
+        alert_test_case.alert_expectation,
+    )

tests/integration/src/cloudintegrations/02_generate_connection_url.py

@@ -1,7 +1,6 @@
 from http import HTTPStatus
 from typing import Callable
 
-import pytest
 import requests
 
 from fixtures import types
@@ -21,7 +20,9 @@ def test_generate_connection_url(
     # Get authentication token for admin user
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
     cloud_provider = "aws"
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+    )
 
     # Prepare request payload
     request_payload = {
@@ -65,9 +66,7 @@ def test_generate_connection_url(
     data = response_data["data"]
 
     # Assert account_id is a valid UUID format
-    assert (
-        len(data["account_id"]) > 0
-    ), "account_id should be a non-empty string (UUID)"
+    assert len(data["account_id"]) > 0, "account_id should be a non-empty string (UUID)"
 
     # Assert connection_url contains expected CloudFormation parameters
     connection_url = data["connection_url"]
@@ -111,7 +110,9 @@ def test_generate_connection_url_unsupported_provider(
     # Try with GCP (unsupported)
     cloud_provider = "gcp"
 
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+    )
 
     request_payload = {
         "account_config": {"regions": ["us-central1"]},

tests/integration/src/cloudintegrations/03_accounts.py

@@ -1,17 +1,13 @@
+import uuid
 from http import HTTPStatus
 from typing import Callable
-import uuid
 
-import pytest
 import requests
 
 from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.logger import setup_logger
-from fixtures.cloudintegrations import (
-    create_cloud_integration_account,
-)
 from fixtures.cloudintegrationsutils import simulate_agent_checkin
+from fixtures.logger import setup_logger
 
 logger = setup_logger(__name__)
 
@@ -40,8 +36,9 @@ def test_list_connected_accounts_empty(
     data = response_data.get("data", response_data)
     assert "accounts" in data, "Response should contain 'accounts' field"
     assert isinstance(data["accounts"], list), "Accounts should be a list"
-    assert len(data["accounts"]) == 0, "Accounts list should be empty when no accounts are connected"
-
+    assert (
+        len(data["accounts"]) == 0
+    ), "Accounts list should be empty when no accounts are connected"
 
 
 def test_list_connected_accounts_with_account(
@@ -60,7 +57,9 @@ def test_list_connected_accounts_with_account(
 
     # Simulate agent check-in to mark as connected
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # List accounts
     endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
@@ -87,7 +86,6 @@ def test_list_connected_accounts_with_account(
     assert "status" in account, "Account should have status field"
 
 
-
 def test_get_account_status(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -163,16 +161,16 @@ def test_update_account_config(
 
     # Simulate agent check-in to mark as connected
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Update account configuration
     endpoint = (
         f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/config"
     )
 
-    updated_config = {
-        "config": {"regions": ["us-east-1", "us-west-2", "eu-west-1"]}
-    }
+    updated_config = {"config": {"regions": ["us-east-1", "us-west-2", "eu-west-1"]}}
 
     response = requests.post(
         signoz.self.host_configs["8080"].get(endpoint),
@@ -198,7 +196,6 @@ def test_update_account_config(
         timeout=10,
     )
 
-
     list_response_data = list_response.json()
     list_data = list_response_data.get("data", list_response_data)
     account = next((a for a in list_data["accounts"] if a["id"] == account_id), None)
@@ -213,7 +210,6 @@ def test_update_account_config(
     }, "Regions should match updated config"
 
 
-
 def test_disconnect_account(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -230,7 +226,9 @@ def test_disconnect_account(
 
     # Simulate agent check-in to mark as connected
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Disconnect the account
     endpoint = (
@@ -262,8 +260,9 @@ def test_disconnect_account(
     disconnected_account = next(
         (a for a in list_data["accounts"] if a["id"] == account_id), None
     )
-    assert disconnected_account is None, f"Account {account_id} should be removed from connected accounts"
-
+    assert (
+        disconnected_account is None
+    ), f"Account {account_id} should be removed from connected accounts"
 
 
 def test_disconnect_account_not_found(
@@ -277,9 +276,7 @@ def test_disconnect_account_not_found(
     cloud_provider = "aws"
     fake_account_id = "00000000-0000-0000-0000-000000000000"
 
-    endpoint = (
-        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/disconnect"
-    )
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/disconnect"
 
     response = requests.post(
         signoz.self.host_configs["8080"].get(endpoint),
@@ -292,7 +289,6 @@ def test_disconnect_account_not_found(
     ), f"Expected 404, got {response.status_code}"
 
 
-
 def test_list_accounts_unsupported_provider(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument

tests/integration/src/cloudintegrations/04_services.py

@@ -1,17 +1,13 @@
+import uuid
 from http import HTTPStatus
 from typing import Callable
-import uuid
 
-import pytest
 import requests
 
 from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.logger import setup_logger
-from fixtures.cloudintegrations import (
-    create_cloud_integration_account,
-)
 from fixtures.cloudintegrationsutils import simulate_agent_checkin
+from fixtures.logger import setup_logger
 
 logger = setup_logger(__name__)
 
@@ -50,7 +46,6 @@ def test_list_services_without_account(
     assert "icon" in service, "Service should have 'icon' field"
 
 
-
 def test_list_services_with_account(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -66,7 +61,9 @@ def test_list_services_with_account(
     account_id = account_data["account_id"]
 
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # List services for the account
     endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services?cloud_account_id={cloud_account_id}"
@@ -94,7 +91,6 @@ def test_list_services_with_account(
     assert "icon" in service, "Service should have 'icon' field"
 
 
-
 def test_get_service_details_without_account(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -141,7 +137,6 @@ def test_get_service_details_without_account(
     assert isinstance(data["assets"], dict), "Assets should be a dictionary"
 
 
-
 def test_get_service_details_with_account(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -157,7 +152,9 @@ def test_get_service_details_with_account(
     account_id = account_data["account_id"]
 
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Get list of services first
     list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
@@ -196,7 +193,6 @@ def test_get_service_details_with_account(
     assert "status" in data, "Config should have 'status' field"
 
 
-
 def test_get_service_details_invalid_service(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -220,7 +216,6 @@ def test_get_service_details_invalid_service(
     ), f"Expected 404, got {response.status_code}"
 
 
-
 def test_list_services_unsupported_provider(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -243,7 +238,6 @@ def test_list_services_unsupported_provider(
     ), f"Expected 400, got {response.status_code}"
 
 
-
 def test_update_service_config(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -259,7 +253,9 @@ def test_update_service_config(
     account_id = account_data["account_id"]
 
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Get list of services to pick a valid service ID
     list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
@@ -274,7 +270,9 @@ def test_update_service_config(
     service_id = list_data["services"][0]["id"]
 
     # Update service configuration
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    )
 
     config_payload = {
         "cloud_account_id": cloud_account_id,
@@ -306,7 +304,6 @@ def test_update_service_config(
     assert "logs" in data["config"], "Config should contain 'logs' field"
 
 
-
 def test_update_service_config_without_account(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -329,7 +326,9 @@ def test_update_service_config_without_account(
     service_id = list_data["services"][0]["id"]
 
     # Try to update config with non-existent account
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    )
 
     fake_cloud_account_id = str(uuid.uuid4())
     config_payload = {
@@ -351,7 +350,6 @@ def test_update_service_config_without_account(
     ), f"Expected 500 for non-existent account, got {response.status_code}"
 
 
-
 def test_update_service_config_invalid_service(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -367,11 +365,15 @@ def test_update_service_config_invalid_service(
     account_id = account_data["account_id"]
 
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Try to update config for invalid service
     fake_service_id = "non-existent-service"
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}/config"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}/config"
+    )
 
     config_payload = {
         "cloud_account_id": cloud_account_id,
@@ -392,7 +394,6 @@ def test_update_service_config_invalid_service(
     ), f"Expected 404 for invalid service, got {response.status_code}"
 
 
-
 def test_update_service_config_disable_service(
     signoz: types.SigNoz,
     create_user_admin: types.Operation,  # pylint: disable=unused-argument
@@ -408,7 +409,9 @@ def test_update_service_config_disable_service(
     account_id = account_data["account_id"]
 
     cloud_account_id = str(uuid.uuid4())
-    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+    simulate_agent_checkin(
+        signoz, admin_token, cloud_provider, account_id, cloud_account_id
+    )
 
     # Get a valid service
     list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
@@ -422,7 +425,9 @@ def test_update_service_config_disable_service(
     service_id = list_data["services"][0]["id"]
 
     # First enable the service
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+    )
 
     enable_payload = {
         "cloud_account_id": cloud_account_id,

tests/integration/src/querier/05_metrics_rate_cumulative_counter.py

@@ -54,17 +54,17 @@ def test_rate_with_steady_values_and_reset(
 
     data = response.json()
     result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    assert len(result_values) >= 59
+    assert len(result_values) >= 58
     # the counter reset happened at 31st minute
     assert (
-        result_values[30]["value"] == 0.0167
+        result_values[29]["value"] == 0.0167
     )  # i.e 2/120 i.e 29th to 31st minute changes
     assert (
-        result_values[31]["value"] == 0.133
+        result_values[30]["value"] == 0.133
     )  # i.e 10/60 i.e 31st to 32nd minute changes
     count_of_steady_rate = sum(1 for v in result_values if v["value"] == 0.0833)
     assert (
-        count_of_steady_rate >= 56
+        count_of_steady_rate >= 55
     )  # 59 - (1 reset + 1 high rate + 1 at the beginning)
     # All rates should be non-negative (stale periods = 0 rate)
     for v in result_values:

tests/integration/src/querier/07_metrics_multi_temporality.py

@@ -2,11 +2,11 @@
 Look at the multi_temporality_counters_1h.jsonl file for the relevant data
 """
 
-import os
+import random
 from datetime import datetime, timedelta, timezone
 from http import HTTPStatus
-import random
-from typing import Any, Callable, List
+from typing import Callable, List
+
 import pytest
 
 from fixtures import types
@@ -21,8 +21,13 @@ from fixtures.querier import (
 from fixtures.utils import get_testdata_file_path
 
 MULTI_TEMPORALITY_FILE = get_testdata_file_path("multi_temporality_counters_1h.jsonl")
-MULTI_TEMPORALITY_FILE_10h = get_testdata_file_path("multi_temporality_counters_10h.jsonl")
-MULTI_TEMPORALITY_FILE_24h = get_testdata_file_path("multi_temporality_counters_24h.jsonl")
+MULTI_TEMPORALITY_FILE_10h = get_testdata_file_path(
+    "multi_temporality_counters_10h.jsonl"
+)
+MULTI_TEMPORALITY_FILE_24h = get_testdata_file_path(
+    "multi_temporality_counters_24h.jsonl"
+)
+
 
 @pytest.mark.parametrize(
     "time_aggregation, expected_value_at_31st_minute, expected_value_at_32nd_minute, steady_value",
@@ -39,7 +44,7 @@ def test_with_steady_values_and_reset(
     time_aggregation: str,
     expected_value_at_31st_minute: float,
     expected_value_at_32nd_minute: float,
-    steady_value: float
+    steady_value: float,
 ) -> None:
     now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
     start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
@@ -67,24 +72,24 @@ def test_with_steady_values_and_reset(
 
     data = response.json()
     result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    assert len(result_values) >= 59
+    assert len(result_values) >= 58
     # the counter reset happened at 31st minute
+    # we skip the rate value for the first data point without previous value
+    assert result_values[29]["value"] == expected_value_at_31st_minute
+    assert result_values[30]["value"] == expected_value_at_32nd_minute
     assert (
-        result_values[30]["value"] == expected_value_at_31st_minute
-    )
-    assert (
-        result_values[31]["value"] == expected_value_at_32nd_minute
-    )
-    assert (
-        result_values[39]["value"] == steady_value
-    ) # 39th minute is when cumulative shifts to delta
+        result_values[38]["value"] == steady_value
+    )  # 38th minute is when cumulative shifts to delta
     count_of_steady_rate = sum(1 for v in result_values if v["value"] == steady_value)
     assert (
-        count_of_steady_rate >= 56
+        count_of_steady_rate >= 55
     )  # 59 - (1 reset + 1 high rate + 1 at the beginning)
     # All rates should be non-negative (stale periods = 0 rate)
     for v in result_values:
-        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+        assert (
+            v["value"] >= 0
+        ), f"{time_aggregation} should not be negative: {v['value']}"
+
 
 @pytest.mark.parametrize(
     "time_aggregation, stable_health_value, stable_products_value, stable_checkout_value, spike_checkout_value, stable_orders_value, spike_users_value",
@@ -161,20 +166,26 @@ def test_group_by_endpoint(
     assert (
         len(health_values) >= 58
     ), f"Expected >= 58 values for /health, got {len(health_values)}"
-    count_steady_health = sum(1 for v in health_values if v["value"] == stable_health_value) 
+    count_steady_health = sum(
+        1 for v in health_values if v["value"] == stable_health_value
+    )
     assert (
         count_steady_health >= 57
     ), f"Expected >= 57 steady rate values ({stable_health_value}) for /health, got {count_steady_health}"
     # all /health rates should be state except possibly first/last due to boundaries
     for v in health_values[1:-1]:
-        assert v["value"] == stable_health_value, f"Expected /health rate {stable_health_value}, got {v['value']}"
+        assert (
+            v["value"] == stable_health_value
+        ), f"Expected /health rate {stable_health_value}, got {v['value']}"
 
     # /products: 51 data points with 10-minute gap (t20-t29 missing), steady +20/min
     products_values = endpoint_values["/products"]
     assert (
         len(products_values) >= 49
     ), f"Expected >= 49 values for /products, got {len(products_values)}"
-    count_steady_products = sum(1 for v in products_values if v["value"] == stable_products_value)
+    count_steady_products = sum(
+        1 for v in products_values if v["value"] == stable_products_value
+    )
 
     # most values should be stable, some boundary values differ due to 10-min gap
     assert (
@@ -182,7 +193,9 @@ def test_group_by_endpoint(
     ), f"Expected >= 46 steady rate values ({stable_products_value}) for /products, got {count_steady_products}"
 
     # check that non-stable values are due to gap averaging (should be lower)
-    gap_boundary_values = [v["value"] for v in products_values if v["value"] != stable_products_value]
+    gap_boundary_values = [
+        v["value"] for v in products_values if v["value"] != stable_products_value
+    ]
     for val in gap_boundary_values:
         assert (
             0 < val < stable_products_value
@@ -193,12 +206,16 @@ def test_group_by_endpoint(
     assert (
         len(checkout_values) >= 59
     ), f"Expected >= 59 values for /checkout, got {len(checkout_values)}"
-    count_steady_checkout = sum(1 for v in checkout_values if v["value"] == stable_checkout_value)
+    count_steady_checkout = sum(
+        1 for v in checkout_values if v["value"] == stable_checkout_value
+    )
     assert (
         count_steady_checkout >= 53
     ), f"Expected >= 53 steady {time_aggregation} values ({stable_checkout_value}) for /checkout, got {count_steady_checkout}"
     # check that spike values exist (traffic spike +50/min at t40-t44)
-    count_spike_checkout = sum(1 for v in checkout_values if v["value"] == spike_checkout_value)
+    count_spike_checkout = sum(
+        1 for v in checkout_values if v["value"] == spike_checkout_value
+    )
     assert (
         count_spike_checkout >= 4
     ), f"Expected >= 4 spike {time_aggregation} values ({spike_checkout_value}) for /checkout, got {count_spike_checkout}"
@@ -220,12 +237,16 @@ def test_group_by_endpoint(
     assert (
         len(orders_values) >= 58
     ), f"Expected >= 58 values for /orders, got {len(orders_values)}"
-    count_steady_orders = sum(1 for v in orders_values if v["value"] == stable_orders_value)
+    count_steady_orders = sum(
+        1 for v in orders_values if v["value"] == stable_orders_value
+    )
     assert (
         count_steady_orders >= 55
     ), f"Expected >= 55 steady {time_aggregation} values ({stable_orders_value}) for /orders, got {count_steady_orders}"
     # check for counter reset effects - there should be some non-standard values
-    non_standard_orders = [v["value"] for v in orders_values if v["value"] != stable_orders_value]
+    non_standard_orders = [
+        v["value"] for v in orders_values if v["value"] != stable_orders_value
+    ]
     assert (
         len(non_standard_orders) >= 2
     ), f"Expected >= 2 non-standard values due to counter reset, got {non_standard_orders}"
@@ -252,6 +273,7 @@ def test_group_by_endpoint(
         count_increment_rate >= 8
     ), f"Expected >= 8 increment {time_aggregation} values ({spike_users_value}) for /users, got {count_increment_rate}"
 
+
 @pytest.mark.parametrize(
     "time_aggregation, expected_value_at_30th_minute, expected_value_at_31st_minute, value_at_switch",
     [
@@ -267,7 +289,7 @@ def test_for_service_with_switch(
     time_aggregation: str,
     expected_value_at_30th_minute: float,
     expected_value_at_31st_minute: float,
-    value_at_switch: float
+    value_at_switch: float,
 ) -> None:
     now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
     start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
@@ -295,22 +317,19 @@ def test_for_service_with_switch(
 
     data = response.json()
     result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    assert len(result_values) >= 60
+    assert len(result_values) >= 59
+    assert result_values[29]["value"] == expected_value_at_30th_minute  # 0.183
+    assert result_values[30]["value"] == expected_value_at_31st_minute  # 0.183
+    assert result_values[37]["value"] == value_at_switch  # 0.25
     assert (
-        result_values[30]["value"] == expected_value_at_30th_minute #0.183
-    ) 
-    assert (
-        result_values[31]["value"] == expected_value_at_31st_minute # 0.183
-    )
-    assert (
-        result_values[38]["value"] == value_at_switch # 0.25
-    ) 
-    assert (
-        result_values[39]["value"] == value_at_switch # 0.25
-    ) # 39th minute is when cumulative shifts to delta
+        result_values[38]["value"] == value_at_switch  # 0.25
+    )  # 39th minute is when cumulative shifts to delta
     # All rates should be non-negative (stale periods = 0 rate)
     for v in result_values:
-        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+        assert (
+            v["value"] >= 0
+        ), f"{time_aggregation} should not be negative: {v['value']}"
+
 
 @pytest.mark.parametrize(
     "time_aggregation, expected_value",
@@ -355,6 +374,7 @@ def test_for_week_long_time_range(
     for value in result_values[1:]:
         assert value["value"] == expected_value
 
+
 @pytest.mark.parametrize(
     "time_aggregation, expected_value",
     [

tests/integration/src/role/01_register.py

@@ -1,23 +1,23 @@
-import pytest
 from http import HTTPStatus
 from typing import Callable
 
+import pytest
 import requests
 from sqlalchemy import sql
 
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.types import Operation, SigNoz
 
-
 ANONYMOUS_USER_ID = "00000000-0000-0000-0000-000000000000"
 
+
 def test_managed_roles_create_on_register(
     signoz: SigNoz,
     create_user_admin: Operation,  # pylint: disable=unused-argument
     get_token: Callable[[str, str], str],
 ):
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    
+
     # get the list of all roles.
     response = requests.get(
         signoz.self.host_configs["8080"].get("/api/v1/roles"),
@@ -32,18 +32,22 @@ def test_managed_roles_create_on_register(
     # since this check happens immediately post registeration, all the managed roles should be present.
     assert len(data) == 4
     role_names = {role["name"] for role in data}
-    expected_names = {"signoz-admin", "signoz-viewer", "signoz-editor", "signoz-anonymous"}
+    expected_names = {
+        "signoz-admin",
+        "signoz-viewer",
+        "signoz-editor",
+        "signoz-anonymous",
+    }
     # do the set mapping as this is order insensitive, direct list match is order-sensitive.
     assert set(role_names) == expected_names
 
 
-
 def test_root_user_signoz_admin_assignment(
     request: pytest.FixtureRequest,
     signoz: SigNoz,
     create_user_admin: Operation,  # pylint: disable=unused-argument
     get_token: Callable[[str, str], str],
-):  
+):
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
 
     # Get the user from the /user/me endpoint and extract the id
@@ -64,14 +68,16 @@ def test_root_user_signoz_admin_assignment(
     # this validates to some extent that the role assignment is complete under the assumption that middleware is functioning as expected.
     assert response.status_code == HTTPStatus.OK
     assert response.json()["status"] == "success"
-    
+
     # Loop over the roles and get the org_id and id for signoz-admin role
     roles = response.json()["data"]
-    admin_role_entry = next((role for role in roles if role["name"] == "signoz-admin"), None)
+    admin_role_entry = next(
+        (role for role in roles if role["name"] == "signoz-admin"), None
+    )
     assert admin_role_entry is not None
     org_id = admin_role_entry["orgId"]
 
-    # to be super sure of authorization server, let's validate the tuples in DB as well. 
+    # to be super sure of authorization server, let's validate the tuples in DB as well.
     # todo[@vikrantgupta25]: replace this with role memebers handler once built.
     with signoz.sqlstore.conn.connect() as conn:
         # verify the entry present for role assignment
@@ -80,15 +86,14 @@ def test_root_user_signoz_admin_assignment(
             sql.text("SELECT * FROM tuple WHERE object_id = :object_id"),
             {"object_id": tuple_object_id},
         )
-        
+
         tuple_row = tuple_result.mappings().fetchone()
         assert tuple_row is not None
         # check that the tuple if for role assignment
-        assert tuple_row['object_type'] == "role"
-        assert tuple_row['relation'] == "assignee"
+        assert tuple_row["object_type"] == "role"
+        assert tuple_row["relation"] == "assignee"
 
-        
-        if request.config.getoption("--sqlstore-provider") == 'sqlite':
+        if request.config.getoption("--sqlstore-provider") == "sqlite":
             user_object_id = f"organization/{org_id}/user/{user_id}"
             assert tuple_row["user_object_type"] == "user"
             assert tuple_row["user_object_id"] == user_object_id
@@ -97,13 +102,13 @@ def test_root_user_signoz_admin_assignment(
             assert tuple_row["user_type"] == "user"
             assert tuple_row["_user"] == _user
 
-        
+
 def test_anonymous_user_signoz_anonymous_assignment(
     request: pytest.FixtureRequest,
     signoz: SigNoz,
     create_user_admin: Operation,  # pylint: disable=unused-argument
     get_token: Callable[[str, str], str],
-):  
+):
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
 
     response = requests.get(
@@ -115,14 +120,16 @@ def test_anonymous_user_signoz_anonymous_assignment(
     # this validates to some extent that the role assignment is complete under the assumption that middleware is functioning as expected.
     assert response.status_code == HTTPStatus.OK
     assert response.json()["status"] == "success"
-    
+
     # Loop over the roles and get the org_id and id for signoz-admin role
     roles = response.json()["data"]
-    admin_role_entry = next((role for role in roles if role["name"] == "signoz-anonymous"), None)
+    admin_role_entry = next(
+        (role for role in roles if role["name"] == "signoz-anonymous"), None
+    )
     assert admin_role_entry is not None
     org_id = admin_role_entry["orgId"]
 
-    # to be super sure of authorization server, let's validate the tuples in DB as well. 
+    # to be super sure of authorization server, let's validate the tuples in DB as well.
     # todo[@vikrantgupta25]: replace this with role memebers handler once built.
     with signoz.sqlstore.conn.connect() as conn:
         # verify the entry present for role assignment
@@ -131,15 +138,14 @@ def test_anonymous_user_signoz_anonymous_assignment(
             sql.text("SELECT * FROM tuple WHERE object_id = :object_id"),
             {"object_id": tuple_object_id},
         )
-        
+
         tuple_row = tuple_result.mappings().fetchone()
         assert tuple_row is not None
         # check that the tuple if for role assignment
-        assert tuple_row['object_type'] == "role"
-        assert tuple_row['relation'] == "assignee"
+        assert tuple_row["object_type"] == "role"
+        assert tuple_row["relation"] == "assignee"
 
-        
-        if request.config.getoption("--sqlstore-provider") == 'sqlite':
+        if request.config.getoption("--sqlstore-provider") == "sqlite":
             user_object_id = f"organization/{org_id}/anonymous/{ANONYMOUS_USER_ID}"
             assert tuple_row["user_object_type"] == "anonymous"
             assert tuple_row["user_object_id"] == user_object_id
@@ -147,5 +153,3 @@ def test_anonymous_user_signoz_anonymous_assignment(
             _user = f"anonymous:organization/{org_id}/anonymous/{ANONYMOUS_USER_ID}"
             assert tuple_row["user_type"] == "user"
             assert tuple_row["_user"] == _user
-
-                

tests/integration/src/role/02_user.py

@@ -1,11 +1,16 @@
-import pytest
 from http import HTTPStatus
 from typing import Callable
 
+import pytest
 import requests
 from sqlalchemy import sql
 
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD, USER_EDITOR_EMAIL, USER_EDITOR_PASSWORD
+from fixtures.auth import (
+    USER_ADMIN_EMAIL,
+    USER_ADMIN_PASSWORD,
+    USER_EDITOR_EMAIL,
+    USER_EDITOR_PASSWORD,
+)
 from fixtures.types import Operation, SigNoz
 
 
@@ -16,7 +21,7 @@ def test_user_invite_accept_role_grant(
     get_token: Callable[[str, str], str],
 ):
     admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    
+
     # invite a user as editor
     invite_payload = {
         "email": USER_EDITOR_EMAIL,
@@ -30,7 +35,7 @@ def test_user_invite_accept_role_grant(
     )
     assert invite_response.status_code == HTTPStatus.CREATED
     invite_token = invite_response.json()["data"]["token"]
-    
+
     # accept the invite for editor
     accept_payload = {
         "token": invite_token,
@@ -40,7 +45,7 @@ def test_user_invite_accept_role_grant(
         signoz.self.host_configs["8080"].get("/api/v1/invite/accept"),
         json=accept_payload,
         timeout=2,
-    )    
+    )
     assert accept_response.status_code == HTTPStatus.CREATED
 
     # Login with editor email and password
@@ -53,7 +58,6 @@ def test_user_invite_accept_role_grant(
     assert user_me_response.status_code == HTTPStatus.OK
     editor_id = user_me_response.json()["data"]["id"]
 
-
     # check the forbidden response for admin api for editor user
     admin_roles_response = requests.get(
         signoz.self.host_configs["8080"].get("/api/v1/roles"),
@@ -79,11 +83,11 @@ def test_user_invite_accept_role_grant(
         )
         tuple_row = tuple_result.mappings().fetchone()
         assert tuple_row is not None
-        assert tuple_row['object_type'] == "role"
-        assert tuple_row['relation'] == "assignee"
+        assert tuple_row["object_type"] == "role"
+        assert tuple_row["relation"] == "assignee"
 
         # verify the user tuple details depending on db provider
-        if request.config.getoption("--sqlstore-provider") == 'sqlite':
+        if request.config.getoption("--sqlstore-provider") == "sqlite":
             user_object_id = f"organization/{org_id}/user/{editor_id}"
             assert tuple_row["user_object_type"] == "user"
             assert tuple_row["user_object_id"] == user_object_id
@@ -93,7 +97,6 @@ def test_user_invite_accept_role_grant(
             assert tuple_row["_user"] == _user
 
 
-
 def test_user_update_role_grant(
     request: pytest.FixtureRequest,
     signoz: SigNoz,
@@ -122,9 +125,7 @@ def test_user_update_role_grant(
     org_id = roles_data[0]["orgId"]
 
     # Update the user's role to viewer
-    update_payload = {
-        "role": "VIEWER"
-    }
+    update_payload = {"role": "VIEWER"}
     update_response = requests.put(
         signoz.self.host_configs["8080"].get(f"/api/v1/user/{editor_id}"),
         json=update_payload,
@@ -139,7 +140,9 @@ def test_user_update_role_grant(
         viewer_tuple_object_id = f"organization/{org_id}/role/signoz-viewer"
         # Check there is no tuple for signoz-editor assignment
         editor_tuple_result = conn.execute(
-            sql.text("SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"),
+            sql.text(
+                "SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"
+            ),
             {"object_id": editor_tuple_object_id},
         )
         for row in editor_tuple_result.mappings().fetchall():
@@ -152,13 +155,15 @@ def test_user_update_role_grant(
 
         # Check that a tuple exists for signoz-viewer assignment
         viewer_tuple_result = conn.execute(
-            sql.text("SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"),
+            sql.text(
+                "SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"
+            ),
             {"object_id": viewer_tuple_object_id},
         )
         row = viewer_tuple_result.mappings().fetchone()
         assert row is not None
-        assert row['object_type'] == "role"
-        assert row['relation'] == "assignee"
+        assert row["object_type"] == "role"
+        assert row["relation"] == "assignee"
         if request.config.getoption("--sqlstore-provider") == "sqlite":
             user_object_id = f"organization/{org_id}/user/{editor_id}"
             assert row["user_object_type"] == "user"
@@ -168,6 +173,7 @@ def test_user_update_role_grant(
             assert row["user_type"] == "user"
             assert row["_user"] == _user
 
+
 def test_user_delete_role_revoke(
     request: pytest.FixtureRequest,
     signoz: SigNoz,
@@ -205,10 +211,12 @@ def test_user_delete_role_revoke(
 
     with signoz.sqlstore.conn.connect() as conn:
         tuple_result = conn.execute(
-            sql.text("SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"),
+            sql.text(
+                "SELECT * FROM tuple WHERE object_id = :object_id AND relation = 'assignee'"
+            ),
             {"object_id": tuple_object_id},
         )
-        
+
         # there should NOT be any tuple for the current user assignment
         tuple_rows = tuple_result.mappings().fetchall()
         for row in tuple_rows:
@@ -217,4 +225,4 @@ def test_user_delete_role_revoke(
                 assert row["user_object_id"] != user_object_id
             else:
                 _user = f"user:organization/{org_id}/user/{editor_id}"
-                assert row["_user"] != _user
+                assert row["_user"] != _user

tests/integration/testdata/alerts/test_scenarios/multi_threshold_rule_test/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:01:00+00:00","value":2,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:02:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:03:00+00:00","value":14,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:04:00+00:00","value":3,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:05:00+00:00","value":6,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:06:00+00:00","value":25,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:07:00+00:00","value":25,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:08:00+00:00","value":25,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:09:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:10:00+00:00","value":12,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:11:00+00:00","value":8,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_multi_threshold_rule_test","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:12:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/multi_threshold_rule_test/rule.json

@@ -0,0 +1,83 @@
+{
+  "alert": "multi_threshold_rule_test",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 30,
+          "matchType": "1",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        },
+        {
+          "name": "warning",
+          "target": 20,
+          "matchType": "1",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        },
+        {
+          "name": "info",
+          "target": 10,
+          "matchType": "1",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "cpu_percent_multi_threshold_rule_test",
+                "timeAggregation": "avg",
+                "spaceAggregation": "max"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/no_data_rule_test/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:01:00+00:00","value":12,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:02:00+00:00","value":26,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:03:00+00:00","value":41,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:04:00+00:00","value":56,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:05:00+00:00","value":71,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:06:00+00:00","value":86,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:07:00+00:00","value":101,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:08:00+00:00","value":116,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:09:00+00:00","value":131,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:10:00+00:00","value":146,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:11:00+00:00","value":161,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_no_data_rule_test","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:12:00+00:00","value":176,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/no_data_rule_test/rule.json

@@ -0,0 +1,70 @@
+{
+  "alert": "no_data_rule_test",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "1",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "filter": {
+              "expression": "service = 'server'"
+            },
+            "aggregations": [
+              {
+                "metricName": "request_total_no_data_rule_test",
+                "timeAggregation": "rate",
+                "spaceAggregation": "sum"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A",
+    "alertOnAbsent": true,
+    "absentFor": 1
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_above_all_the_time/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:01:00+00:00","value":12,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:02:00+00:00","value":14,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:03:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:04:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:05:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:06:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:07:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:08:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:09:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:10:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:11:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_above_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:12:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_above_all_the_time/rule.json

@@ -0,0 +1,58 @@
+{
+  "alert": "threshold_above_all_the_time",
+  "ruleType": "promql_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "2",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "promql",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "promql",
+          "spec": {
+            "name": "A",
+            "query": "{\"cpu_percent_threshold_above_all_the_time\"}"
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_above_at_least_once/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:01:00+00:00","value":1,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:02:00+00:00","value":2,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:03:00+00:00","value":4,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:04:00+00:00","value":4,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:05:00+00:00","value":15,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:06:00+00:00","value":10,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:07:00+00:00","value":36,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:08:00+00:00","value":25,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:09:00+00:00","value":37,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:10:00+00:00","value":35,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:11:00+00:00","value":39,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_at_least_once","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:12:00+00:00","value":25,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_above_at_least_once/rule.json

@@ -0,0 +1,58 @@
+{
+  "alert": "threshold_above_at_least_once",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "1",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "clickhouse_sql",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "clickhouse_sql",
+          "spec": {
+            "name": "A",
+            "query": "WITH __temporal_aggregation_cte AS (\n SELECT \n fingerprint, \n toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(60)) AS ts, \n avg(value) AS per_series_value \n FROM signoz_metrics.distributed_samples_v4 AS points \n INNER JOIN (\n SELECT fingerprint \n FROM signoz_metrics.time_series_v4 \n WHERE metric_name IN ('request_total_threshold_above_at_least_once') \n AND LOWER(temporality) LIKE LOWER('cumulative') \n AND __normalized = false \n GROUP BY fingerprint\n ) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint \n WHERE metric_name IN ('request_total_threshold_above_at_least_once') \n AND unix_milli >= $start_timestamp_ms \n AND unix_milli < $end_timestamp_ms \n GROUP BY fingerprint, ts \n ORDER BY fingerprint, ts\n), \n__spatial_aggregation_cte AS (\n SELECT \n ts, \n sum(per_series_value) AS value \n FROM __temporal_aggregation_cte \n WHERE isNaN(per_series_value) = 0 \n GROUP BY ts\n) \nSELECT * FROM __spatial_aggregation_cte \nORDER BY ts"
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_above_average/alert_data.jsonl

@@ -0,0 +1,20 @@
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+{ "timestamp": "2026-01-29T10:04:00.000000Z", "duration": "PT0.6S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a9", "span_id": "a9b0c1d2e3f4g5h6", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:04:30.000000Z", "duration": "PT1.4S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b1", "span_id": "b1c2d3e4f5g6h7i8", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:05:00.000000Z", "duration": "PT1.6S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b2", "span_id": "b2c3d4e5f6g7h8i9", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" },"attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:05:30.000000Z", "duration": "PT0.85S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b3", "span_id": "b3c4d5e6f7g8h9i0", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:06:00.000000Z", "duration": "PT1.7S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b4", "span_id": "b4c5d6e7f8g9h0i1", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:06:30.000000Z", "duration": "PT1.25S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b5", "span_id": "b5c6d7e8f9g0h1i2", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:07:00.000000Z", "duration": "PT0.95S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b6", "span_id": "b6c7d8e9f0g1h2i3", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:07:30.000000Z", "duration": "PT1.9S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b7", "span_id": "b7c8d9e0f1g2h3i4", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
+{ "timestamp": "2026-01-29T10:08:00.000000Z", "duration": "PT1.35S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b8", "span_id": "b8c9d0e1f2g3h4i5", "parent_span_id": "", "name": "POST /order", "kind": 2, "status_code": 1, "status_message": "", "resources": { "deployment.environment": "production", "service.name": "order-service", "os.type": "linux", "host.name": "linux-000" }, "attributes": { "net.transport": "IP.TCP", "http.scheme": "http", "http.user_agent": "Integration Test", "http.request.method": "POST", "http.response.status_code": "200", "http.request.path": "/order" } }
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tests/integration/testdata/alerts/test_scenarios/threshold_above_average/rule.json

@@ -0,0 +1,68 @@
+{
+  "alert": "threshold_above_average",
+  "ruleType": "threshold_rule",
+  "alertType": "TRACES_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 1,
+          "matchType": "3",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ],
+          "targetUnit": "s"
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "unit": "ns",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "traces",
+            "filter": {
+              "expression": "http.request.path = '/order'"
+            },
+            "aggregations": [
+              {
+                "expression": "p90(duration_nano)"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_above_in_total/alert_data.jsonl

@@ -0,0 +1,24 @@
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:01:00+00:00","value":1,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:01:00+00:00","value":1,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:02:00+00:00","value":2,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:02:00+00:00","value":2,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:03:00+00:00","value":3,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:03:00+00:00","value":3,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:04:00+00:00","value":4,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:04:00+00:00","value":4,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:05:00+00:00","value":305,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:05:00+00:00","value":305,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:06:00+00:00","value":306,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:06:00+00:00","value":306,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:07:00+00:00","value":307,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:07:00+00:00","value":307,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:08:00+00:00","value":308,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:08:00+00:00","value":308,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:09:00+00:00","value":309,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:09:00+00:00","value":309,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:10:00+00:00","value":310,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:10:00+00:00","value":310,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:11:00+00:00","value":311,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:11:00+00:00","value":311,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:12:00+00:00","value":312,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"request_total_threshold_above_in_total","labels":{"service":"server","endpoint":"/health","status_code":"200"},"timestamp":"2026-01-29T10:12:00+00:00","value":312,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_above_in_total/rule.json

@@ -0,0 +1,74 @@
+{
+  "alert": "threshold_above_in_total",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 5,
+          "matchType": "4",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "groupBy": [
+              {
+                "name": "service",
+                "fieldDataType": "",
+                "fieldContext": ""
+              }
+            ],
+            "aggregations": [
+              {
+                "metricName": "request_total_threshold_above_in_total",
+                "timeAggregation": "rate",
+                "spaceAggregation": "sum"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [
+      "service"
+    ],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_above_last/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:01:00+00:00","value":5,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:02:00+00:00","value":10,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:03:00+00:00","value":15,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:04:00+00:00","value":12,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:05:00+00:00","value":31,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:06:00+00:00","value":23,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:07:00+00:00","value":58,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:08:00+00:00","value":71,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:09:00+00:00","value":45,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:10:00+00:00","value":81,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:11:00+00:00","value":86,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_threshold_above_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:12:00+00:00","value":91,"temporality":"Cumulative","type_":"Sum","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_above_last/rule.json

@@ -0,0 +1,65 @@
+{
+  "alert": "threshold_above_last",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "5",
+          "op": "1",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "disk_usage_threshold_above_last",
+                "timeAggregation": "latest",
+                "spaceAggregation": "max"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_below_all_the_time/alert_data.jsonl

@@ -0,0 +1,18 @@
+{ "timestamp": "2026-01-29T10:00:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:00:02.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:01:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Database connection established", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:01:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:02:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "API request received", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:02:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:03:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Request validation completed", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:03:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:04:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Cache updated successfully", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:04:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:05:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Rate limit check passed", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:05:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:06:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Authentication token validated", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:06:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:07:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Query executed successfully", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:08:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Response sent to client", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:09:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Metrics collected", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:10:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Background job started", "severity_text": "INFO" }

tests/integration/testdata/alerts/test_scenarios/threshold_below_all_the_time/rule.json

@@ -0,0 +1,66 @@
+{
+  "alert": "threshold_below_all_the_time",
+  "ruleType": "threshold_rule",
+  "alertType": "LOGS_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "2",
+          "op": "2",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "logs",
+            "filter": {
+              "expression": "body CONTAINS 'payment success'"
+            },
+            "aggregations": [
+              {
+                "expression": "count()"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_below_at_least_once/alert_data.jsonl

@@ -0,0 +1,20 @@
+{ "timestamp": "2026-01-29T10:00:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "User login successful", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:00:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:01:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:01:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Database connection established", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:02:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:02:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:03:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "API request received", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:03:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:04:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:04:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Cache updated successfully", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:05:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:05:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Request validation completed", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:06:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:06:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Authentication token validated", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:07:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "payment success", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:07:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Query executed successfully", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:08:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Response sent to client", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:08:30.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Health check endpoint called", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:09:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Metrics collected", "severity_text": "INFO" }
+{ "timestamp": "2026-01-29T10:10:00.000000Z", "resources": { "service.name": "payment-service" }, "attributes": { "code.file": "payment_handler.py" }, "body": "Background job started", "severity_text": "INFO" }

tests/integration/testdata/alerts/test_scenarios/threshold_below_at_least_once/rule.json

@@ -0,0 +1,66 @@
+{
+  "alert": "threshold_below_at_least_once",
+  "ruleType": "threshold_rule",
+  "alertType": "LOGS_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "1",
+          "op": "2",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "logs",
+            "filter": {
+              "expression": "body CONTAINS 'payment success'"
+            },
+            "aggregations": [
+              {
+                "expression": "count()"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_below_average/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:01:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:02:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:03:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:04:00+00:00","value":5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:05:00+00:00","value":2,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:06:00+00:00","value":5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:07:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:08:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:09:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:10:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:11:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_below_average","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:12:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_below_average/rule.json

@@ -0,0 +1,65 @@
+{
+  "alert": "threshold_below_average",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "3",
+          "op": "2",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "cpu_percent_threshold_below_average",
+                "timeAggregation": "avg",
+                "spaceAggregation": "max"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_below_in_total/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:01:00+00:00","value":1,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:02:00+00:00","value":2,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:03:00+00:00","value":3,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:04:00+00:00","value":4,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:05:00+00:00","value":300,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:06:00+00:00","value":301,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:07:00+00:00","value":302,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:08:00+00:00","value":303,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:09:00+00:00","value":304,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:10:00+00:00","value":305,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:11:00+00:00","value":306,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"bytes_per_second_threshold_below_in_total","labels":{"interface":"eth0","protocol":"tcp"},"timestamp":"2026-01-29T10:12:00+00:00","value":307,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_below_in_total/rule.json

@@ -0,0 +1,65 @@
+{
+  "alert": "threshold_below_in_total",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "4",
+          "op": "2",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "bytes_per_second_threshold_below_in_total",
+                "timeAggregation": "rate",
+                "spaceAggregation": "sum"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_below_last/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:01:00+00:00","value":100,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:02:00+00:00","value":95,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:03:00+00:00","value":90,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:04:00+00:00","value":85,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:05:00+00:00","value":5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:06:00+00:00","value":3,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:07:00+00:00","value":2,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:08:00+00:00","value":78,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:09:00+00:00","value":72,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:10:00+00:00","value":80,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:11:00+00:00","value":76,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"disk_usage_mb_left_threshold_below_last","labels":{"device":"/dev/sda1","mountpoint":"/"},"timestamp":"2026-01-29T10:12:00+00:00","value":82,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_below_last/rule.json

@@ -0,0 +1,65 @@
+{
+  "alert": "threshold_below_last",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "5",
+          "op": "2",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "disk_usage_mb_left_threshold_below_last",
+                "timeAggregation": "latest",
+                "spaceAggregation": "min"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_equal_to_all_the_time/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:01:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:02:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:03:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:04:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:05:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:06:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:07:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:08:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:09:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:10:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:11:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_all_the_time","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:12:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}

tests/integration/testdata/alerts/test_scenarios/threshold_equal_to_all_the_time/rule.json

@@ -0,0 +1,65 @@
+{
+  "alert": "threshold_equal_to_all_the_time",
+  "ruleType": "threshold_rule",
+  "alertType": "METRIC_BASED_ALERT",
+  "condition": {
+    "thresholds": {
+      "kind": "basic",
+      "spec": [
+        {
+          "name": "critical",
+          "target": 10,
+          "matchType": "2",
+          "op": "3",
+          "channels": [
+            "test channel"
+          ]
+        }
+      ]
+    },
+    "compositeQuery": {
+      "queryType": "builder",
+      "panelType": "graph",
+      "queries": [
+        {
+          "type": "builder_query",
+          "spec": {
+            "name": "A",
+            "signal": "metrics",
+            "aggregations": [
+              {
+                "metricName": "cpu_percent_threshold_equal_to_all_the_time",
+                "timeAggregation": "avg",
+                "spaceAggregation": "max"
+              }
+            ]
+          }
+        }
+      ]
+    },
+    "selectedQueryName": "A"
+  },
+  "evaluation": {
+    "kind": "rolling",
+    "spec": {
+      "evalWindow": "5m0s",
+      "frequency": "15s"
+    }
+  },
+  "labels": {},
+  "annotations": {
+    "description": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})",
+    "summary": "This alert is fired when the defined metric (current value: {{$value}}) crosses the threshold ({{$threshold}})"
+  },
+  "notificationSettings": {
+    "groupBy": [],
+    "usePolicy": false,
+    "renotify": {
+      "enabled": false,
+      "interval": "30m",
+      "alertStates": []
+    }
+  },
+  "version": "v5",
+  "schemaVersion": "v2alpha1"
+}

tests/integration/testdata/alerts/test_scenarios/threshold_equal_to_at_least_once/alert_data.jsonl

@@ -0,0 +1,12 @@
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:01:00+00:00","value":5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:02:00+00:00","value":10,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:03:00+00:00","value":15,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:04:00+00:00","value":8,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:05:00+00:00","value":12,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:06:00+00:00","value":7,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:07:00+00:00","value":9,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:08:00+00:00","value":11,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:09:00+00:00","value":6,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:10:00+00:00","value":13,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:11:00+00:00","value":8,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"cpu_percent_threshold_equal_to_at_least_once","labels":{"host":"server-01","cpu":"cpu0"},"timestamp":"2026-01-29T10:12:00+00:00","value":14,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}