Merge branch 'main' into sso-mapping

README.de-de.md

@@ -176,6 +176,25 @@ 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

@@ -221,6 +221,34 @@ 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

@@ -187,6 +187,25 @@ 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

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

frontend/package.json

@@ -57,6 +57,7 @@
 		"@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

@@ -1,19 +0,0 @@
-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

@@ -1,25 +0,0 @@
-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

@@ -1,24 +0,0 @@
-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

@@ -1,26 +0,0 @@
-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

@@ -23,5 +23,6 @@ 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}
-						onChange={(checked): void => {
+						onClick={(): void => {
 							logEvent('API Monitoring: Show IP addresses clicked', {
-								showIP: checked,
+								showIP: !(showIP ?? true),
 							});
-							setParams({ showIP: checked });
+							setParams({ showIP });
 						}}
 					/>
 				</div>

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

@@ -1,8 +1,4 @@
 import { ENVIRONMENT } from 'constants/env';
-import {
-	ApiMonitoringParams,
-	useApiMonitoringParams,
-} from 'container/ApiMonitoring/queryParams';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import {
 	otherFiltersResponse,
@@ -22,15 +18,10 @@ 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;
@@ -93,28 +84,6 @@ 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();
 });
@@ -143,10 +112,6 @@ beforeEach(() => {
 		lastUsedQuery: 0,
 		redirectWithQueryBuilderData,
 	});
-	mockUseApiMonitoringParams.mockReturnValue([
-		{ showIP: true } as ApiMonitoringParams,
-		mockSetApiMonitoringParams,
-	]);
 	setupServer();
 });
 
@@ -286,24 +251,6 @@ 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

@@ -1,45 +0,0 @@
-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

@@ -1,116 +0,0 @@
-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

@@ -1,125 +0,0 @@
-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

@@ -1,160 +0,0 @@
-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

@@ -1,108 +0,0 @@
-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

@@ -7,6 +7,12 @@
 		display: flex;
 		align-items: center;
 		justify-content: space-between;
+
+		.auth-domain-title {
+			margin: 0;
+			font-size: 20px;
+			font-weight: 600;
+		}
 	}
 }
 
@@ -15,5 +21,29 @@
 		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

@@ -1,14 +1,27 @@
-import { useState } from 'react';
+import { useCallback, useState } from 'react';
 import { Button, Form, Modal } from 'antd';
-import put from 'api/v1/domains/id/put';
-import post from 'api/v1/domains/post';
+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 { 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';
@@ -20,7 +33,22 @@ import './CreateEdit.styles.scss';
 interface CreateOrEditProps {
 	isCreate: boolean;
 	onClose: () => void;
-	record?: GettableAuthDomain;
+	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 }>;
+	};
 }
 
 function configureAuthnProvider(
@@ -39,64 +67,299 @@ 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<PostableAuthDomain>();
+	const [form] = Form.useForm<AuthtypesPostableAuthDomainDTO>();
 	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 onSubmitHandler = async (): Promise<void> => {
+	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 name = form.getFieldValue('name');
-		const googleAuthConfig = form.getFieldValue('googleAuthConfig');
+		const googleAuthConfig = getGoogleAuthConfig();
 		const samlConfig = form.getFieldValue('samlConfig');
 		const oidcConfig = form.getFieldValue('oidcConfig');
+		const roleMapping = getRoleMapping();
 
-		try {
-			if (isCreate) {
-				await post({
-					name,
-					config: {
-						ssoEnabled: true,
-						ssoType: authnProvider,
-						googleAuthConfig,
-						samlConfig,
-						oidcConfig,
+		if (isCreate) {
+			createAuthDomain(
+				{
+					data: {
+						name,
+						config: {
+							ssoEnabled: true,
+							ssoType: authnProvider,
+							googleAuthConfig,
+							samlConfig,
+							oidcConfig,
+							roleMapping,
+						},
 					},
-				});
-			} else {
-				await put({
-					id: record?.id || '',
-					config: {
-						ssoEnabled: form.getFieldValue('ssoEnabled'),
-						ssoType: authnProvider,
-						googleAuthConfig,
-						samlConfig,
-						oidcConfig,
+				},
+				{
+					onSuccess: () => {
+						notifications.success({
+							message: 'Domain created successfully',
+						});
+						onClose();
 					},
-				});
+					onError: handleError,
+				},
+			);
+		} else {
+			if (!record?.id) {
+				return;
 			}
 
-			onClose();
-		} catch (error) {
-			showErrorModal(error as APIError);
+			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,
+				},
+			);
 		}
-	};
+	}, [
+		authnProvider,
+		createAuthDomain,
+		form,
+		getGoogleAuthConfig,
+		getRoleMapping,
+		handleError,
+		isCreate,
+		notifications,
+		onClose,
+		record,
+		updateAuthDomain,
+	]);
 
-	const onBackHandler = (): void => {
+	const onBackHandler = useCallback((): void => {
+		form.resetFields();
 		setAuthnProvider('');
-	};
+	}, [form]);
 
 	return (
-		<Modal open footer={null} onCancel={onClose}>
+		<Modal
+			open
+			footer={null}
+			onCancel={onClose}
+			width={authnProvider ? 980 : undefined}
+		>
 			<Form
 				name="auth-domain"
-				initialValues={defaultTo(record, {
+				initialValues={defaultTo(prepareInitialValues(record), {
 					name: '',
 					ssoEnabled: false,
 					ssoType: '',
@@ -116,7 +379,11 @@ 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">
+							<Button
+								onClick={onSubmitHandler}
+								type="primary"
+								loading={isCreating || isUpdating}
+							>
 								Save Changes
 							</Button>
 						</section>

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

@@ -1,20 +1,46 @@
+import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Form, Input, Typography } from 'antd';
+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 './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="header">
-				<Typography.Text className="title">
-					Edit Google Authentication
-				</Typography.Text>
-				<Typography.Paragraph className="description">
+			<section className="google-auth__header">
+				<h3 className="google-auth__title">Edit Google Authentication</h3>
+				<p className="google-auth__description">
 					Enter OAuth 2.0 credentials obtained from the Google API Console below.
 					Read the{' '}
 					<a
@@ -25,50 +51,234 @@ function ConfigureGoogleAuthAuthnProvider({
 						docs
 					</a>{' '}
 					for more information.
-				</Typography.Paragraph>
+				</p>
 			</section>
 
-			<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__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="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-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 Secret"
-				name={['googleAuthConfig', 'clientSecret']}
-				className="field"
-				tooltip={{
-					title: `It is the application's secret.`,
-				}}
-			>
-				<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>
 
-			<Callout
-				type="warning"
-				size="small"
-				showIcon
-				description="Google OAuth2 won’t be enabled unless you enter all the attributes above"
-				className="callout"
-			/>
+					<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>
 		</div>
 	);
 }

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

@@ -1,110 +1,211 @@
+import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Checkbox, Form, Input, Typography } from 'antd';
+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 './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="saml">
-			<section className="header">
-				<Typography.Text className="title">
-					Edit OIDC Authentication
-				</Typography.Text>
+		<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>
 			</section>
 
-			<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__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="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">
+							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 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-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="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-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 Secret"
-				name={['oidcConfig', 'clientSecret']}
-				tooltip={{ title: `It is the application's secret.` }}
-			>
-				<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="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', '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="Skip Email Verification"
-				name={['oidcConfig', 'insecureSkipEmailVerified']}
-				valuePropName="checked"
-				className="field"
-				tooltip={{
-					title: `Whether to skip email verification. Defaults to "false"`,
-				}}
-			>
-				<Checkbox />
-			</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="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>
+					<Callout
+						type="warning"
+						size="small"
+						showIcon
+						description="OIDC won't be enabled unless you enter all the attributes above"
+						className="callout"
+					/>
+				</div>
 
-			<Callout
-				type="warning"
-				size="small"
-				showIcon
-				description="OIDC won’t be enabled unless you enter all the attributes above"
-				className="callout"
-			/>
+				{/* 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>
 		</div>
 	);
 }

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

@@ -1,82 +1,190 @@
+import { useCallback, useState } from 'react';
 import { Callout } from '@signozhq/callout';
-import { Checkbox, Form, Input, Typography } from 'antd';
+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 './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="saml">
-			<section className="header">
-				<Typography.Text className="title">
-					Edit SAML Authentication
-				</Typography.Text>
+		<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>
 			</section>
 
-			<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__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="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-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 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-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 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__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="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>
+					<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>
 
-			<Callout
-				type="warning"
-				size="small"
-				showIcon
-				description="SAML won’t be enabled unless you enter all the attributes above"
-				className="callout"
-			/>
+					<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>
 		</div>
 	);
 }

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

@@ -2,23 +2,243 @@
 	display: flex;
 	flex-direction: column;
 
-	.ant-form-item {
-		margin-bottom: 12px !important;
+	&__header {
+		display: flex;
+		flex-direction: column;
+		gap: 4px;
+		margin-bottom: 16px;
 	}
 
-	.header {
+	&__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 {
 		display: flex;
 		flex-direction: column;
 		gap: 4px;
 		margin-bottom: 12px;
+	}
 
-		.title {
-			font-weight: bold;
+	&__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;
 		}
 
-		.description {
-			margin-bottom: 0px !important;
+		&:hover {
+			border-color: var(--l3-border) !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

@@ -0,0 +1,131 @@
+.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

@@ -0,0 +1,141 @@
+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

@@ -0,0 +1,131 @@
+.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

@@ -0,0 +1,138 @@
+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

@@ -0,0 +1,103 @@
+.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

@@ -0,0 +1,92 @@
+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

@@ -0,0 +1,28 @@
+.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

@@ -0,0 +1,61 @@
+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

@@ -0,0 +1,292 @@
+.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

@@ -0,0 +1,200 @@
+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

@@ -1,45 +1,73 @@
-import { useState } from 'react';
-import { Switch } from 'antd';
-import put from 'api/v1/domains/id/put';
+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 { useErrorModal } from 'providers/ErrorModalProvider';
+import { ErrorV2Resp } from 'types/api';
 import APIError from 'types/api/error';
-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();
-
-	const onChangeHandler = async (checked: boolean): Promise<void> => {
-		setIsLoading(true);
-
-		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);
-		}
-
-		setIsLoading(false);
-	};
-
-	return (
-		<Switch loading={isLoading} checked={isChecked} onChange={onChangeHandler} />
-	);
-}
 
 interface ToggleProps {
 	isDefaultChecked: boolean;
-	record: GettableAuthDomain;
+	record: AuthtypesGettableAuthDomainDTO;
+}
+
+function Toggle({ isDefaultChecked, record }: ToggleProps): JSX.Element {
+	const [isChecked, setIsChecked] = useState<boolean>(isDefaultChecked);
+	const { showErrorModal } = useErrorModal();
+
+	useEffect(() => {
+		setIsChecked(isDefaultChecked);
+	}, [isDefaultChecked]);
+
+	const { mutate: updateAuthDomain, isLoading } = useUpdateAuthDomain<
+		AxiosError<RenderErrorResponseDTO>
+	>();
+
+	const onChangeHandler = (checked: boolean): void => {
+		if (!record.id) {
+			return;
+		}
+
+		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);
+					}
+				},
+			},
+		);
+	};
+
+	return (
+		<Switch
+			disabled={isLoading}
+			checked={isChecked}
+			onCheckedChange={onChangeHandler}
+		/>
+	);
 }
 
 export default Toggle;

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

@@ -0,0 +1,142 @@
+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

@@ -0,0 +1,354 @@
+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

@@ -0,0 +1,115 @@
+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

@@ -0,0 +1,220 @@
+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

@@ -1,147 +1,186 @@
-import { useState } from 'react';
-import { useQuery } from 'react-query';
+import { useCallback, useMemo, useState } from 'react';
 import { PlusOutlined } from '@ant-design/icons';
-import { Button, Table, Typography } from 'antd';
+import { Button } from '@signozhq/button';
+import { Table } from 'antd';
 import { ColumnsType } from 'antd/lib/table';
-import deleteDomain from 'api/v1/domains/id/delete';
-import listAllDomain from 'api/v1/domains/list';
+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 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';
 
-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);
-	}
-}
+export const SSOType = new Map<string, string>([
+	['google_auth', 'Google Auth'],
+	['saml', 'SAML'],
+	['email_password', 'Email Password'],
+	['oidc', 'OIDC'],
+]);
 
 function AuthDomain(): JSX.Element {
-	const [record, setRecord] = useState<GettableAuthDomain>();
+	const [record, setRecord] = useState<AuthtypesGettableAuthDomainDTO>();
 	const [addDomain, setAddDomain] = useState<boolean>(false);
+	const { notifications } = useNotifications();
 	const { showErrorModal } = useErrorModal();
+
 	const {
 		data: authDomainListResponse,
 		isLoading: isLoadingAuthDomainListResponse,
 		isFetching: isFetchingAuthDomainListResponse,
 		error: errorFetchingAuthDomainListResponse,
 		refetch: refetchAuthDomainListResponse,
-	} = useQuery({
-		queryFn: listAllDomain,
-		queryKey: ['/api/v1/domains', 'list'],
-		enabled: true,
-	});
+	} = 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],
+	);
 
 	return (
 		<div className="auth-domain">
 			<section className="auth-domain-header">
-				<Typography.Title level={3}>Authenticated Domains</Typography.Title>
+				<h3 className="auth-domain-title">Authenticated Domains</h3>
 				<Button
-					type="primary"
-					icon={<PlusOutlined />}
+					prefixIcon={<PlusOutlined />}
 					onClick={(): void => {
 						setAddDomain(true);
 					}}
-					className="button"
+					variant="solid"
+					size="sm"
+					color="primary"
 				>
 					Add Domain
 				</Button>
 			</section>
-			{(errorFetchingAuthDomainListResponse as APIError) && (
-				<ErrorContent error={errorFetchingAuthDomainListResponse as APIError} />
-			)}
-			{!(errorFetchingAuthDomainListResponse as APIError) && (
+			{formattedError && <ErrorContent error={formattedError} />}
+			{!errorFetchingAuthDomainListResponse && (
 				<Table
 					columns={columns}
-					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);
-							}
-						},
-					})}
+					dataSource={authDomainListResponse?.data?.data}
+					onRow={undefined}
 					loading={
 						isLoadingAuthDomainListResponse || isFetchingAuthDomainListResponse
 					}

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

@@ -1,31 +0,0 @@
-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

@@ -25,28 +25,16 @@ 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;
-	// 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;
+	if (isStackedBarChart && index + 1 < data.length && baseValue !== null) {
+		const nextValue = data[index + 1][dataIndex] ?? null;
+		if (nextValue !== null) {
 			baseValue = baseValue - nextValue;
 		}
 	}
@@ -92,7 +80,6 @@ export function buildTooltipContent({
 			index,
 			dataIndex,
 			isStackedBarChart,
-			series,
 		});
 
 		const isActive = index === activeSeriesIndex;

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

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

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

@@ -126,45 +126,7 @@ export enum VisibilityMode {
 	Never = 'never',
 }
 
-/**
- * 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 {
+export interface SeriesProps {
 	scaleKey: string;
 	label?: string;
 	panelType: PANEL_TYPES;
@@ -175,7 +137,20 @@ export interface SeriesProps extends LineConfig, PointsConfig, BarConfig {
 	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

@@ -4433,6 +4433,19 @@
   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"
@@ -5104,6 +5117,20 @@
     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

@@ -3,8 +3,9 @@ package flagger
 import "github.com/SigNoz/signoz/pkg/types/featuretypes"
 
 var (
-	FeatureUseSpanMetrics = featuretypes.MustNewName("use_span_metrics")
-	FeatureKafkaSpanEval  = featuretypes.MustNewName("kafka_span_eval")
+	FeatureUseSpanMetrics       = featuretypes.MustNewName("use_span_metrics")
+	FeatureInterpolationEnabled = featuretypes.MustNewName("interpolation_enabled")
+	FeatureKafkaSpanEval        = featuretypes.MustNewName("kafka_span_eval")
 )
 
 func MustNewRegistry() featuretypes.Registry {
@@ -17,6 +18,14 @@ 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

@@ -483,22 +483,6 @@ 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)
@@ -871,7 +855,7 @@ 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

@@ -375,6 +375,13 @@ 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

@@ -5,7 +5,6 @@ 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"
@@ -74,7 +73,7 @@ func (b *meterQueryStatementBuilder) buildPipelineStatement(
 		cteArgs      [][]any
 	)
 
-	if qbtypes.CanShortCircuitDelta(query.Aggregations[0]) {
+	if b.metricsStatementBuilder.CanShortCircuitDelta(query) {
 		// 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
@@ -92,9 +91,8 @@ func (b *meterQueryStatementBuilder) buildPipelineStatement(
 		}
 
 		// spatial_aggregation_cte
-		if frag, args, err := b.buildSpatialAggregationCTE(ctx, start, end, query, keys); err != nil {
-			return nil, err
-		} else if frag != "" {
+		frag, args := b.buildSpatialAggregationCTE(ctx, start, end, query, keys)
+		if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -124,16 +122,13 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	for _, g := range query.GroupBy {
 		col, err := b.fm.ColumnExpressionFor(ctx, &g.TelemetryFieldKey, keys)
 		if err != nil {
-			return "", nil, err
+			return "", []any{}, err
 		}
 		sb.SelectMore(col)
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, 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
-	}
+	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
 		aggCol = fmt.Sprintf("%s/%d", aggCol, stepSec)
 	}
@@ -155,7 +150,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 			Variables:        variables,
 		}, start, end)
 		if err != nil {
-			return "", nil, err
+			return "", []any{}, err
 		}
 	}
 	if filterWhere != nil {
@@ -213,11 +208,8 @@ func (b *meterQueryStatementBuilder) buildTemporalAggDelta(
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
+	aggCol := 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)
 	}
@@ -286,10 +278,7 @@ func (b *meterQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 
 	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, 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
-	}
+	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
 	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
@@ -326,23 +315,25 @@ 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", telemetrymetrics.RateTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", rateExpr))
 		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", telemetrymetrics.IncreaseTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", incExpr))
 		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
@@ -357,15 +348,7 @@ func (b *meterQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	_ map[string][]*telemetrytypes.TelemetryFieldKey,
-) (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`]",
-		)
-	}
+) (string, []any) {
 	sb := sqlbuilder.NewSelectBuilder()
 
 	sb.Select("ts")
@@ -382,5 +365,5 @@ 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, nil
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
 }

pkg/telemetrymeter/tables.go

@@ -3,7 +3,6 @@ package telemetrymeter
 import (
 	"time"
 
-	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 )
 
@@ -64,7 +63,7 @@ func AggregationColumnForSamplesTable(
 	temporality metrictypes.Temporality,
 	timeAggregation metrictypes.TimeAggregation,
 	tableHints *metrictypes.MetricTableHints,
-) (string, error) {
+) string {
 	tableName := WhichSamplesTableToUse(start, end, metricType, timeAggregation, tableHints)
 	var aggregationColumn string
 	switch temporality {
@@ -191,13 +190,5 @@ func AggregationColumnForSamplesTable(
 		}
 
 	}
-
-	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
+	return aggregationColumn
 }

pkg/telemetrymetrics/condition_builder.go

@@ -29,7 +29,13 @@ func (c *conditionBuilder) conditionFor(
 	sb *sqlbuilder.SelectBuilder,
 ) (string, error) {
 
-	if operator.IsStringSearchOperator() {
+	switch operator {
+	case qbtypes.FilterOperatorContains,
+		qbtypes.FilterOperatorNotContains,
+		qbtypes.FilterOperatorILike,
+		qbtypes.FilterOperatorNotILike,
+		qbtypes.FilterOperatorLike,
+		qbtypes.FilterOperatorNotLike:
 		value = querybuilder.FormatValueForContains(value)
 	}
 
@@ -38,18 +44,6 @@ 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

@@ -5,27 +5,67 @@ 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 (
-	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))`
+	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))`
 
-	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)`
+	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`
 
-	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`
+	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`
 
-	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`
+	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`
 )
 
 type MetricQueryStatementBuilder struct {
@@ -107,6 +147,54 @@ 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,
@@ -168,11 +256,10 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		return nil, err
 	}
 
-	if qbtypes.CanShortCircuitDelta(query.Aggregations[0]) {
+	if b.CanShortCircuitDelta(query) {
 		// spatial_aggregation_cte directly for certain delta queries
-		if frag, args, err := b.buildTemporalAggDeltaFastPath(start, end, query, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
-			return nil, err
-		} else if frag != "" {
+		frag, args := b.buildTemporalAggDeltaFastPath(start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+		if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -186,9 +273,8 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}
 
 		// spatial_aggregation_cte
-		if frag, args, err := b.buildSpatialAggregationCTE(ctx, start, end, query, keys); err != nil {
-			return nil, err
-		} else if frag != "" {
+		frag, args := b.buildSpatialAggregationCTE(ctx, start, end, query, keys)
+		if frag != "" {
 			cteFragments = append(cteFragments, frag)
 			cteArgs = append(cteArgs, args)
 		}
@@ -208,7 +294,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
-) (string, []any, error) {
+) (string, []any) {
 	stepSec := int64(query.StepInterval.Seconds())
 
 	sb := sqlbuilder.NewSelectBuilder()
@@ -221,15 +307,11 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	aggCol, err := AggregationColumnForSamplesTable(
+	aggCol := 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)
 	}
 
@@ -252,7 +334,7 @@ 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, nil
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
 }
 
 func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
@@ -355,12 +437,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	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
-	}
+	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	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)
 	}
 
@@ -383,7 +461,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
-	_ context.Context,
+	ctx context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	timeSeriesCTE string,
@@ -401,10 +479,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		baseSb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	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
-	}
+	aggCol := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	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)
@@ -421,25 +496,36 @@ 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", RateTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", rateExpr))
 		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", IncreaseTmpl))
+		wrapped.SelectMore(fmt.Sprintf("%s AS per_series_value", incExpr))
 		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
@@ -448,6 +534,7 @@ 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,
@@ -466,32 +553,18 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
 	}
 
-	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
-	}
+	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)
 	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,
-			aggForCumulativeTemporality, aggForCumulativeTemporality,
-		)
+		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, aggForCumulativeTemporality, aggForCumulativeTemporality, start)
 		sb.SelectMore(rateExpr)
 	case metrictypes.TimeAggregationIncrease:
-		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality,
-			aggForDeltaTemporality,
-			aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality,
-			aggForCumulativeTemporality, aggForCumulativeTemporality,
-		)
+		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, start)
 		sb.SelectMore(increaseExpr)
 	default:
 		expr := fmt.Sprintf(OthersMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality)
@@ -519,14 +592,7 @@ func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	_ map[string][]*telemetrytypes.TelemetryFieldKey,
-) (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`]",
-		)
-	}
+) (string, []any) {
 	sb := sqlbuilder.NewSelectBuilder()
 
 	sb.Select("ts")
@@ -543,7 +609,7 @@ 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, nil
+	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
 }
 
 func (b *MetricQueryStatementBuilder) BuildFinalSelect(
@@ -575,7 +641,9 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 			quantile,
 		))
 		sb.From("__spatial_aggregation_cte")
-		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
+		for _, g := range query.GroupBy {
+			sb.GroupBy(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
+		}
 		sb.GroupBy("ts")
 		if query.Having != nil && query.Having.Expression != "" {
 			rewriter := querybuilder.NewHavingExpressionRewriter()
@@ -591,8 +659,6 @@ 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

@@ -3,7 +3,6 @@ package telemetrymetrics
 import (
 	"time"
 
-	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 )
 
@@ -169,7 +168,7 @@ func AggregationColumnForSamplesTable(
 	temporality metrictypes.Temporality,
 	timeAggregation metrictypes.TimeAggregation,
 	tableHints *metrictypes.MetricTableHints,
-) (string, error) {
+) string {
 	tableName := WhichSamplesTableToUse(start, end, metricType, timeAggregation, tableHints)
 	var aggregationColumn string
 	switch temporality {
@@ -299,12 +298,5 @@ func AggregationColumnForSamplesTable(
 			}
 		}
 	}
-	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
+	return aggregationColumn
 }

pkg/telemetrytraces/condition_builder.go

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

pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go

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

pkg/types/querybuildertypes/querybuildertypesv5/builder_query.go

@@ -3,7 +3,6 @@ package querybuildertypesv5
 import (
 	"fmt"
 
-	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
@@ -175,54 +174,3 @@ 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

@@ -12,7 +12,6 @@ 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

@@ -179,6 +179,14 @@ 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)
@@ -795,3 +803,85 @@ 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(1)
+        time.sleep(10)
 
     # We've waited but we didn't get the expected number of alerts
 
@@ -133,15 +133,3 @@ 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

@@ -1,18 +1,16 @@
 """Fixtures for cloud integration tests."""
-
-from http import HTTPStatus
 from typing import Callable, Optional
+from http import HTTPStatus
 
 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.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 
 logger = setup_logger(__name__)
 
-
 @pytest.fixture(scope="function")
 def create_cloud_integration_account(
     request: pytest.FixtureRequest,
@@ -26,7 +24,9 @@ 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"]},
@@ -59,7 +59,9 @@ 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

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

tests/integration/fixtures/metrics.py

@@ -43,10 +43,6 @@ 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

@@ -69,10 +69,6 @@ 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

@@ -191,15 +191,3 @@ 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

@@ -8,9 +8,6 @@ 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(
@@ -23,7 +20,6 @@ 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()}"
@@ -59,10 +55,10 @@ def test_webhook_notification_channel(
     )
 
     # TODO: @abhishekhugetech # pylint: disable=W0511
-    # Time required for newly created Org to be registered in the alertmanager is 5 seconds in signoz.py
+    # Time required for Org to be registered
+    # in the alertmanager, default 1m.
     # this will be fixed after [https://github.com/SigNoz/engineering-pod/issues/3800]
-    # 10 seconds safe time for org to be registered in the alertmanager
-    time.sleep(10)
+    time.sleep(65)
 
     # 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

@@ -1,665 +0,0 @@
-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

@@ -1,6 +1,7 @@
 from http import HTTPStatus
 from typing import Callable
 
+import pytest
 import requests
 
 from fixtures import types
@@ -20,9 +21,7 @@ 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 = {
@@ -66,7 +65,9 @@ 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"]
@@ -110,9 +111,7 @@ 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

@@ -1,13 +1,17 @@
-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.cloudintegrationsutils import simulate_agent_checkin
 from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
 
 logger = setup_logger(__name__)
 
@@ -36,9 +40,8 @@ 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(
@@ -57,9 +60,7 @@ 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"
@@ -86,6 +87,7 @@ 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
@@ -161,16 +163,16 @@ 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),
@@ -196,6 +198,7 @@ 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)
@@ -210,6 +213,7 @@ 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
@@ -226,9 +230,7 @@ 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 = (
@@ -260,9 +262,8 @@ 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(
@@ -276,7 +277,9 @@ 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),
@@ -289,6 +292,7 @@ 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

@@ -1,13 +1,17 @@
-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.cloudintegrationsutils import simulate_agent_checkin
 from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
 
 logger = setup_logger(__name__)
 
@@ -46,6 +50,7 @@ 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
@@ -61,9 +66,7 @@ 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}"
@@ -91,6 +94,7 @@ 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
@@ -137,6 +141,7 @@ 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
@@ -152,9 +157,7 @@ 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"
@@ -193,6 +196,7 @@ 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
@@ -216,6 +220,7 @@ 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
@@ -238,6 +243,7 @@ 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
@@ -253,9 +259,7 @@ 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"
@@ -270,9 +274,7 @@ 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,
@@ -304,6 +306,7 @@ 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
@@ -326,9 +329,7 @@ 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 = {
@@ -350,6 +351,7 @@ 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
@@ -365,15 +367,11 @@ 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,
@@ -394,6 +392,7 @@ 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
@@ -409,9 +408,7 @@ 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"
@@ -425,9 +422,7 @@ 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) >= 58
+    assert len(result_values) >= 59
     # the counter reset happened at 31st minute
     assert (
-        result_values[29]["value"] == 0.0167
+        result_values[30]["value"] == 0.0167
     )  # i.e 2/120 i.e 29th to 31st minute changes
     assert (
-        result_values[30]["value"] == 0.133
+        result_values[31]["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 >= 55
+        count_of_steady_rate >= 56
     )  # 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 random
+import os
 from datetime import datetime, timedelta, timezone
 from http import HTTPStatus
-from typing import Callable, List
-
+import random
+from typing import Any, Callable, List
 import pytest
 
 from fixtures import types
@@ -21,13 +21,8 @@ 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",
@@ -44,7 +39,7 @@ 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)
@@ -72,24 +67,24 @@ 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) >= 58
+    assert len(result_values) >= 59
     # 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[38]["value"] == steady_value
-    )  # 38th minute is when cumulative shifts to delta
+        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
     count_of_steady_rate = sum(1 for v in result_values if v["value"] == steady_value)
     assert (
-        count_of_steady_rate >= 55
+        count_of_steady_rate >= 56
     )  # 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",
@@ -166,26 +161,20 @@ 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 (
@@ -193,9 +182,7 @@ 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
@@ -206,16 +193,12 @@ 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}"
@@ -237,16 +220,12 @@ 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}"
@@ -273,7 +252,6 @@ 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",
     [
@@ -289,7 +267,7 @@ 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)
@@ -317,19 +295,22 @@ 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) >= 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 len(result_values) >= 60
     assert (
-        result_values[38]["value"] == value_at_switch  # 0.25
-    )  # 39th minute is when cumulative shifts to delta
+        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
     # 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",
@@ -374,7 +355,6 @@ 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

@@ -1,15 +1,15 @@
+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"
 
+ANONYMOUS_USER_ID = "00000000-0000-0000-0000-000000000000"
 
 def test_managed_roles_create_on_register(
     signoz: SigNoz,
@@ -17,7 +17,7 @@ def test_managed_roles_create_on_register(
     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"),
@@ -32,22 +32,18 @@ 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
@@ -68,16 +64,14 @@ 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
@@ -86,14 +80,15 @@ 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
@@ -102,13 +97,13 @@ 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(
@@ -120,16 +115,14 @@ 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
@@ -138,14 +131,15 @@ 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
@@ -153,3 +147,5 @@ 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

@@ -1,16 +1,11 @@
+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
 
 
@@ -21,7 +16,7 @@ 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,
@@ -35,7 +30,7 @@ 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,
@@ -45,7 +40,7 @@ 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
@@ -58,6 +53,7 @@ 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"),
@@ -83,11 +79,11 @@ 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
@@ -97,6 +93,7 @@ def test_user_invite_accept_role_grant(
             assert tuple_row["_user"] == _user
 
 
+
 def test_user_update_role_grant(
     request: pytest.FixtureRequest,
     signoz: SigNoz,
@@ -125,7 +122,9 @@ 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,
@@ -140,9 +139,7 @@ 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():
@@ -155,15 +152,13 @@ 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"
@@ -173,7 +168,6 @@ 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,
@@ -211,12 +205,10 @@ 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:
@@ -225,4 +217,4 @@ 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

@@ -1,12 +0,0 @@
-{"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

@@ -1,83 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,70 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,58 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,58 +0,0 @@
-{
-  "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

@@ -1,20 +0,0 @@
-{ "timestamp": "2026-01-29T10:00:00.000000Z", "duration": "PT0.8S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a1", "span_id": "a1b2c3d4e5f6g7h8", "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": "2026-01-29T10:00:30.000000Z", "duration": "PT1.2S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a2", "span_id": "a2b3c4d5e6f7g8h9", "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": "2026-01-29T10:01:00.000000Z", "duration": "PT0.9S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a3", "span_id": "a3b4c5d6e7f8g9h0", "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": "2026-01-29T10:01:30.000000Z", "duration": "PT1.5S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a4", "span_id": "a4b5c6d7e8f9g0h1", "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": "2026-01-29T10:02:00.000000Z", "duration": "PT1.1S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a5", "span_id": "a5b6c7d8e9f0g1h2", "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": "2026-01-29T10:02:30.000000Z", "duration": "PT0.7S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a6", "span_id": "a6b7c8d9e0f1g2h3", "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": "2026-01-29T10:03:00.000000Z", "duration": "PT1.8S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a7", "span_id": "a7b8c9d0e1f2g3h4", "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": "2026-01-29T10:03:30.000000Z", "duration": "PT1.3S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6a8", "span_id": "a8b9c0d1e2f3g4h5", "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": "2026-01-29T10:04:00.000000Z", "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" } }
-{ "timestamp": "2026-01-29T10:08:30.000000Z", "duration": "PT0.75S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6b9", "span_id": "b9c0d1e2f3g4h5i6", "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": "2026-01-29T10:09:00.000000Z", "duration": "PT1.55S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6c1", "span_id": "c1d2e3f4g5h6i7j8", "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": "2026-01-29T10:10:00.000000Z", "duration": "PT1.65S", "trace_id": "491f6d3d6b0a1f9e8a71b2c3d4e5f6c2", "span_id": "c2d3e4f5g6h7i8j9", "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" } }

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

@@ -1,68 +0,0 @@
-{
-  "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

@@ -1,24 +0,0 @@
-{"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

@@ -1,74 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,65 +0,0 @@
-{
-  "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

@@ -1,18 +0,0 @@
-{ "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

@@ -1,66 +0,0 @@
-{
-  "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

@@ -1,20 +0,0 @@
-{ "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

@@ -1,66 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,65 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,65 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,65 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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

@@ -1,65 +0,0 @@
-{
-  "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

@@ -1,12 +0,0 @@
-{"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":{}}