chore: minor changes

chore: added changes to migerate alert chart component to new charts
2026-05-14 22:20:31 +01:00 · 2026-05-14 15:40:11 +05:30 · 2026-05-14 15:35:48 +05:30 · 2026-05-14 15:27:05 +05:30 · 2026-05-14 08:37:40 +00:00
27 changed files with 7776 additions and 622 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -231,5 +231,4 @@ cython_debug/
 # LSP config files
 pyrightconfig.json

-# agents
-*settings.local.json
+
--- a/cmd/enterprise/Dockerfile.with-web.integration
+++ b/cmd/enterprise/Dockerfile.with-web.integration
@@ -3,7 +3,7 @@ FROM node:22-bookworm AS build
 WORKDIR /opt/
 COPY ./frontend/ ./
 ENV NODE_OPTIONS=--max-old-space-size=8192
-RUN CI=1 npm i -g pnpm
+RUN CI=1 npm i -g pnpm@10
 RUN CI=1 pnpm install
 RUN CI=1 pnpm build

--- a/frontend/src/container/CreateAlertV2/QuerySection/ChartPreview/ChartPreview.tsx
+++ b/frontend/src/container/CreateAlertV2/QuerySection/ChartPreview/ChartPreview.tsx
@@ -91,7 +91,6 @@ function ChartPreview({
 	const renderQBChartPreview = (): JSX.Element => (
 		<ChartPreviewComponent
 			headline={headline}
-			name=""
 			query={stagedQuery}
 			selectedInterval={globalSelectedInterval}
 			alertDef={alertDef}
@@ -107,7 +106,6 @@ function ChartPreview({
 	const renderPromAndChQueryChartPreview = (): JSX.Element => (
 		<ChartPreviewComponent
 			headline={headline}
-			name="Chart Preview"
 			query={stagedQuery}
 			alertDef={alertDef}
 			selectedInterval={globalSelectedInterval}
--- a/frontend/src/container/CreateAlertV2/QuerySection/tests/ChartPreview.test.tsx
+++ b/frontend/src/container/CreateAlertV2/QuerySection/tests/ChartPreview.test.tsx
@@ -17,7 +17,6 @@ import { CreateAlertProvider } from '../../context';
 import ChartPreview from '../ChartPreview/ChartPreview';

 const REQUESTS_PER_SEC = 'requests/sec';
-const CHART_PREVIEW_NAME = 'Chart Preview';
 const QUERY_TYPE_TEST_ID = 'query-type';
 const GRAPH_TYPE_TEST_ID = 'graph-type';
 const CHART_PREVIEW_COMPONENT_TEST_ID = 'chart-preview-component';
@@ -34,7 +33,6 @@ jest.mock(
 			return (
 				<div data-testid={CHART_PREVIEW_COMPONENT_TEST_ID}>
 					<div data-testid="headline">{props.headline}</div>
-					<div data-testid="name">{props.name}</div>
 					<div data-testid={QUERY_TYPE_TEST_ID}>{props.query?.queryType}</div>
 					<div data-testid="selected-interval">
 						{props.selectedInterval?.startTime}
@@ -175,12 +173,6 @@ describe('ChartPreview', () => {
 		);
 	});

-	it('renders QueryBuilder chart preview with empty name when query type is QUERY_BUILDER', () => {
-		renderChartPreview();
-
-		expect(screen.getByTestId('name')).toHaveTextContent('');
-	});
-
 	it('renders QueryBuilder chart preview with correct props', () => {
 		renderChartPreview();

@@ -191,7 +183,6 @@ describe('ChartPreview', () => {
 		expect(screen.getByTestId(GRAPH_TYPE_TEST_ID)).toHaveTextContent(
 			PANEL_TYPES.TIME_SERIES,
 		);
-		expect(screen.getByTestId('name')).toHaveTextContent('');
 		expect(screen.getByTestId('headline')).toBeInTheDocument();
 		expect(screen.getByTestId('selected-interval')).toBeInTheDocument();
 	});
@@ -214,7 +205,6 @@ describe('ChartPreview', () => {
 		expect(
 			screen.getByTestId(CHART_PREVIEW_COMPONENT_TEST_ID),
 		).toBeInTheDocument();
-		expect(screen.getByTestId('name')).toHaveTextContent(CHART_PREVIEW_NAME);
 		expect(screen.getByTestId(QUERY_TYPE_TEST_ID)).toHaveTextContent(
 			EQueryType.PROM,
 		);
@@ -238,7 +228,6 @@ describe('ChartPreview', () => {
 		expect(
 			screen.getByTestId(CHART_PREVIEW_COMPONENT_TEST_ID),
 		).toBeInTheDocument();
-		expect(screen.getByTestId('name')).toHaveTextContent(CHART_PREVIEW_NAME);
 		expect(screen.getByTestId(QUERY_TYPE_TEST_ID)).toHaveTextContent(
 			EQueryType.CLICKHOUSE,
 		);
--- a/frontend/src/container/DashboardContainer/visualization/panels/TimeSeriesPanel/utils.ts
+++ b/frontend/src/container/DashboardContainer/visualization/panels/TimeSeriesPanel/utils.ts
@@ -15,12 +15,11 @@ import {
 	LineStyle,
 } from 'lib/uPlotV2/config/types';
 import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import { isInvalidPlotValue } from 'lib/uPlotV2/utils/dataUtils';
+import { hasSingleVisiblePoint } from 'lib/uPlotV2/utils/dataUtils';
 import get from 'lodash-es/get';
 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 { PanelMode } from '../types';
 import { buildBaseConfig } from '../utils/baseConfigBuilder';
@@ -35,22 +34,6 @@ export const prepareChartData = (
 	return [timestampArr, ...yAxisValuesArr];
 };

-function hasSingleVisiblePointForSeries(series: QueryData): boolean {
-	const rawValues = series.values ?? [];
-	let validPointCount = 0;
-
-	for (const [, rawValue] of rawValues) {
-		if (!isInvalidPlotValue(rawValue)) {
-			validPointCount += 1;
-			if (validPointCount > 1) {
-				return false;
-			}
-		}
-	}
-
-	return true;
-}
-
 export const prepareUPlotConfig = ({
 	widget,
 	isDarkMode,
@@ -107,7 +90,7 @@ export const prepareUPlotConfig = ({
 	}

 	apiResponse.data.result.forEach((series) => {
-		const hasSingleValidPoint = hasSingleVisiblePointForSeries(series);
+		const hasSingleValidPoint = hasSingleVisiblePoint(series.values);
 		const baseLabelName = getLabelName(
 			series.metric,
 			series.queryName || '', // query
--- a/frontend/src/container/FormAlertRules/ChartPreview/ChartContent.tsx
+++ b/frontend/src/container/FormAlertRules/ChartPreview/ChartContent.tsx
@@ -0,0 +1,119 @@
+import { useMemo } from 'react';
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
+import TimeSeries from 'container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries';
+import { ThresholdProps } from 'container/NewWidget/RightContainer/Threshold/types';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import uPlot from 'uplot';
+
+import { AlertChartPanelType, buildAlertChartConfig } from './utils';
+
+const CHART_ID_PREFIX = 'alert_legend_widget';
+
+const buildChartId = (alertId?: string): string =>
+	alertId ? `${CHART_ID_PREFIX}_${alertId}` : CHART_ID_PREFIX;
+
+// Panel types that render through the UPlotConfigBuilder pipeline.
+// To support a new modern-chart panel type, add an entry here and extend
+// `AlertChartPanelType` / `buildAlertChartConfig` to handle its series setup.
+const SUPPORTED_CHARTS: Record<
+	AlertChartPanelType,
+	typeof TimeSeries | typeof BarChart
+> = {
+	[PANEL_TYPES.TIME_SERIES]: TimeSeries,
+	[PANEL_TYPES.BAR]: BarChart,
+};
+
+const isSupportedPanelType = (
+	panelType: PANEL_TYPES,
+): panelType is AlertChartPanelType => panelType in SUPPORTED_CHARTS;
+
+export interface ChartContentProps {
+	panelType: PANEL_TYPES;
+	alertId?: string;
+	query: Query;
+	apiResponse?: MetricRangePayloadProps;
+	data: uPlot.AlignedData;
+	thresholds: ThresholdProps[];
+	yAxisUnit: string;
+	legendPosition: LegendPosition;
+	isDarkMode: boolean;
+	timezone: Timezone;
+	width: number;
+	height: number;
+	minTimeScale?: number;
+	maxTimeScale?: number;
+	onDragSelect: (start: number, end: number) => void;
+}
+
+export default function ChartContent({
+	panelType,
+	alertId,
+	query,
+	thresholds,
+	apiResponse,
+	data,
+	yAxisUnit,
+	isDarkMode,
+	timezone,
+	minTimeScale,
+	maxTimeScale,
+	onDragSelect,
+	width,
+	height,
+	legendPosition,
+}: ChartContentProps): JSX.Element | null {
+	const supported = isSupportedPanelType(panelType);
+
+	const config = useMemo(
+		() =>
+			buildAlertChartConfig({
+				id: buildChartId(alertId),
+				panelType: panelType as AlertChartPanelType,
+				query,
+				thresholds,
+				apiResponse,
+				yAxisUnit,
+				isDarkMode,
+				timezone,
+				minTimeScale,
+				maxTimeScale,
+				onDragSelect,
+			}),
+		[
+			alertId,
+			panelType,
+			query,
+			thresholds,
+			apiResponse,
+			yAxisUnit,
+			isDarkMode,
+			timezone,
+			minTimeScale,
+			maxTimeScale,
+			onDragSelect,
+		],
+	);
+
+	if (!supported) {
+		return null;
+	}
+
+	const Component = SUPPORTED_CHARTS[panelType];
+
+	return (
+		<Component
+			config={config}
+			data={data}
+			width={width}
+			height={height}
+			legendConfig={{ position: legendPosition }}
+			canPinTooltip
+			yAxisUnit={yAxisUnit}
+			timezone={timezone}
+		/>
+	);
+}
--- a/frontend/src/container/FormAlertRules/ChartPreview/index.tsx
+++ b/frontend/src/container/FormAlertRules/ChartPreview/index.tsx
@@ -15,8 +15,6 @@ import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
 import AnomalyAlertEvaluationView from 'container/AnomalyAlertEvaluationView';
 import { INITIAL_CRITICAL_THRESHOLD } from 'container/CreateAlertV2/context/constants';
 import { Threshold } from 'container/CreateAlertV2/context/types';
-import { getLocalStorageGraphVisibilityState } from 'container/GridCardLayout/GridCard/utils';
-import GridPanelSwitch from 'container/GridPanelSwitch';
 import { populateMultipleResults } from 'container/NewWidget/LeftContainer/WidgetGraph/util';
 import { getFormatNameByOptionId } from 'container/NewWidget/RightContainer/alertFomatCategories';
 import { timePreferenceType } from 'container/NewWidget/RightContainer/timeItems';
@@ -32,7 +30,7 @@ import useUrlQuery from 'hooks/useUrlQuery';
 import GetMinMax from 'lib/getMinMax';
 import getTimeString from 'lib/getTimeString';
 import history from 'lib/history';
-import { getUPlotChartOptions } from 'lib/uPlotLib/getUplotChartOptions';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
 import { getUPlotChartData } from 'lib/uPlotLib/utils/getUplotChartData';
 import { isEmpty } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
@@ -41,7 +39,6 @@ import { UpdateTimeInterval } from 'store/actions';
 import { AppState } from 'store/reducers';
 import { Warning } from 'types/api';
 import { AlertDef } from 'types/api/alerts/def';
-import { LegendPosition } from 'types/api/dashboard/getAll';
 import APIError from 'types/api/error';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { EQueryType } from 'types/common/dashboard';
@@ -52,13 +49,16 @@ import { getSortedSeriesData } from 'utils/getSortedSeriesData';
 import { getTimeRange } from 'utils/getTimeRange';

 import { AlertDetectionTypes } from '..';
+import ChartContent from './ChartContent';
 import { ChartContainer } from './styles';
 import { getThresholds } from './utils';

 import './ChartPreview.styles.scss';

+// Height reserved for the `.chart-preview-header` strip rendered above the chart.
+const CHART_PREVIEW_HEADER_HEIGHT = 48;
+
 export interface ChartPreviewProps {
-	name: string;
 	query: Query | null;
 	graphType?: PANEL_TYPES;
 	selectedTime?: timePreferenceType;
@@ -77,7 +77,6 @@ export interface ChartPreviewProps {

 // eslint-disable-next-line sonarjs/cognitive-complexity
 function ChartPreview({
-	name,
 	query,
 	graphType = PANEL_TYPES.TIME_SERIES,
 	selectedTime = 'GLOBAL_TIME',
@@ -113,14 +112,6 @@ function ChartPreview({

 	const [minTimeScale, setMinTimeScale] = useState<number>();
 	const [maxTimeScale, setMaxTimeScale] = useState<number>();
-	const [graphVisibility, setGraphVisibility] = useState<boolean[]>([]);
-	const legendScrollPositionRef = useRef<{
-		scrollTop: number;
-		scrollLeft: number;
-	}>({
-		scrollTop: 0,
-		scrollLeft: 0,
-	});
 	const { currentQuery } = useQueryBuilder();

 	const {
@@ -219,18 +210,6 @@ function ChartPreview({
 		setMaxTimeScale(endTime);
 	}, [maxTime, minTime, globalSelectedInterval, queryResponse, setQueryStatus]);

-	// Initialize graph visibility from localStorage
-	useEffect(() => {
-		if (queryResponse?.data?.payload?.data?.result) {
-			const { graphVisibilityStates: localStoredVisibilityState } =
-				getLocalStorageGraphVisibilityState({
-					apiResponse: queryResponse.data.payload.data.result,
-					name: 'alert-chart-preview',
-				});
-			setGraphVisibility(localStoredVisibilityState);
-		}
-	}, [queryResponse?.data?.payload?.data?.result]);
-
 	if (queryResponse.data && graphType === PANEL_TYPES.BAR) {
 		const sortedSeriesData = getSortedSeriesData(
 			queryResponse.data?.payload.data.result,
@@ -288,59 +267,9 @@ function ChartPreview({
 		return LegendPosition.RIGHT;
 	}, [queryResponse?.data?.payload?.data?.result?.length, showSideLegend]);

-	const options = useMemo(
-		() =>
-			getUPlotChartOptions({
-				id: 'alert_legend_widget',
-				yAxisUnit,
-				apiResponse: queryResponse?.data?.payload,
-				dimensions: {
-					height: containerDimensions?.height ? containerDimensions.height - 48 : 0,
-					width: containerDimensions?.width,
-				},
-				minTimeScale,
-				maxTimeScale,
-				isDarkMode,
-				onDragSelect,
-				thresholds: getThresholds(thresholds, t, optionName, yAxisUnit),
-				softMax: null,
-				softMin: null,
-				panelType: graphType,
-				tzDate: (timestamp: number) =>
-					uPlot.tzDate(new Date(timestamp * 1e3), timezone.value),
-				timezone: timezone.value,
-				currentQuery,
-				query: query || currentQuery,
-				graphsVisibilityStates: graphVisibility,
-				setGraphsVisibilityStates: setGraphVisibility,
-				enhancedLegend: true,
-				legendPosition,
-				legendScrollPosition: legendScrollPositionRef.current,
-				setLegendScrollPosition: (position: {
-					scrollTop: number;
-					scrollLeft: number;
-				}) => {
-					legendScrollPositionRef.current = position;
-				},
-			}),
-		[
-			yAxisUnit,
-			queryResponse?.data?.payload,
-			containerDimensions,
-			minTimeScale,
-			maxTimeScale,
-			isDarkMode,
-			onDragSelect,
-			thresholds,
-			t,
-			optionName,
-			graphType,
-			timezone.value,
-			currentQuery,
-			query,
-			graphVisibility,
-			legendPosition,
-		],
+	const resolvedThresholds = useMemo(
+		() => getThresholds(thresholds, t, optionName, yAxisUnit),
+		[thresholds, t, optionName, yAxisUnit],
 	);

 	const chartData = getUPlotChartData(queryResponse?.data?.payload);
@@ -361,6 +290,12 @@ function ChartPreview({
 			?.active || false;

 	const isWarning = !isEmpty(queryResponse.data?.warning);
+
+	const chartWidth = containerDimensions?.width ?? 0;
+	const chartHeight = containerDimensions?.height
+		? containerDimensions.height - CHART_PREVIEW_HEADER_HEIGHT
+		: 0;
+
 	return (
 		<div className="alert-chart-container" ref={graphRef}>
 			<ChartContainer>
@@ -384,16 +319,22 @@ function ChartPreview({
 					)}

 					{chartDataAvailable && !isAnomalyDetectionAlert && (
-						<GridPanelSwitch
-							options={options}
+						<ChartContent
 							panelType={graphType}
-							data={chartData}
-							name={name || 'Chart Preview'}
-							panelData={
-								queryResponse.data?.payload?.data?.newResult?.data?.result || []
-							}
-							query={query || initialQueriesMap.metrics}
+							alertId={alertDef?.id}
+							query={query || currentQuery}
+							apiResponse={queryResponse.data?.payload}
+							data={chartData as uPlot.AlignedData}
+							thresholds={resolvedThresholds}
 							yAxisUnit={yAxisUnit}
+							legendPosition={legendPosition}
+							isDarkMode={isDarkMode}
+							timezone={timezone}
+							width={chartWidth}
+							height={chartHeight}
+							minTimeScale={minTimeScale}
+							maxTimeScale={maxTimeScale}
+							onDragSelect={onDragSelect}
 						/>
 					)}

--- a/frontend/src/container/FormAlertRules/ChartPreview/utils.ts
+++ b/frontend/src/container/FormAlertRules/ChartPreview/utils.ts
@@ -1,6 +1,10 @@
 import { Color } from '@signozhq/design-tokens';
+import { ExecStats } from 'api/v5/v5';
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import { Threshold } from 'container/CreateAlertV2/context/types';
+import { PanelMode } from 'container/DashboardContainer/visualization/panels/types';
+import { buildBaseConfig } from 'container/DashboardContainer/visualization/panels/utils/baseConfigBuilder';
 import { ThresholdProps } from 'container/NewWidget/RightContainer/Threshold/types';
 import {
 	BooleanFormats,
@@ -11,6 +15,20 @@ import {
 	TimeFormats,
 } from 'container/NewWidget/RightContainer/types';
 import { TFunction } from 'i18next';
+import { getLegend } from 'lib/dashboard/getQueryResults';
+import getLabelName from 'lib/getLabelName';
+import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
+import {
+	DrawStyle,
+	FillMode,
+	LineInterpolation,
+	LineStyle,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { hasSingleVisiblePoint } from 'lib/uPlotV2/utils/dataUtils';
+import { get } from 'lodash-es';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';

 import {
 	dataFormatConfig,
@@ -142,3 +160,107 @@ export const getThresholds = (
 	});
 	return thresholdsToReturn;
 };
+
+export type AlertChartPanelType = PANEL_TYPES.TIME_SERIES | PANEL_TYPES.BAR;
+
+export interface BuildAlertChartConfigParams {
+	id: string;
+	panelType: AlertChartPanelType;
+	query: Query;
+	thresholds: ThresholdProps[];
+	apiResponse?: MetricRangePayloadProps;
+	yAxisUnit?: string;
+	isDarkMode: boolean;
+	timezone: Timezone;
+	minTimeScale?: number;
+	maxTimeScale?: number;
+	onDragSelect: (startTime: number, endTime: number) => void;
+	onClick?: OnClickPluginOpts['onClick'];
+}
+
+export const buildAlertChartConfig = ({
+	id,
+	panelType,
+	query,
+	thresholds,
+	apiResponse,
+	yAxisUnit,
+	isDarkMode,
+	timezone,
+	minTimeScale,
+	maxTimeScale,
+	onDragSelect,
+	onClick,
+}: BuildAlertChartConfigParams): UPlotConfigBuilder => {
+	const stepIntervals: ExecStats['stepIntervals'] = get(
+		apiResponse,
+		'data.newResult.meta.stepIntervals',
+		{},
+	);
+	const stepIntervalValues = Object.values(stepIntervals);
+	const minStepInterval = stepIntervalValues.length
+		? Math.min(...stepIntervalValues)
+		: undefined;
+
+	const builder = buildBaseConfig({
+		id,
+		panelType,
+		panelMode: PanelMode.DASHBOARD_VIEW,
+		thresholds,
+		apiResponse,
+		yAxisUnit,
+		isDarkMode,
+		timezone,
+		minTimeScale,
+		maxTimeScale,
+		stepInterval: minStepInterval,
+		onDragSelect,
+		onClick,
+	});
+
+	const seriesList = apiResponse?.data?.result;
+	if (!seriesList?.length) {
+		return builder;
+	}
+
+	const isBar = panelType === PANEL_TYPES.BAR;
+
+	seriesList.forEach((series) => {
+		const baseLabelName = getLabelName(
+			series.metric,
+			series.queryName || '',
+			series.legend || '',
+		);
+		const label = query ? getLegend(series, query, baseLabelName) : baseLabelName;
+
+		if (isBar) {
+			builder.addSeries({
+				scaleKey: 'y',
+				drawStyle: DrawStyle.Bar,
+				label,
+				colorMapping: {},
+				isDarkMode,
+				stepInterval: get(stepIntervals, series.queryName, undefined),
+			});
+			return;
+		}
+
+		const hasSingleValidPoint = hasSingleVisiblePoint(series.values);
+		builder.addSeries({
+			scaleKey: 'y',
+			drawStyle: hasSingleValidPoint ? DrawStyle.Points : DrawStyle.Line,
+			label,
+			colorMapping: {},
+			spanGaps: true,
+			lineStyle: LineStyle.Solid,
+			lineInterpolation: LineInterpolation.Spline,
+			showPoints: hasSingleValidPoint,
+			pointSize: 5,
+			fillMode: FillMode.None,
+			isDarkMode,
+			metric: series.metric,
+		});
+	});
+
+	return builder;
+};
--- a/frontend/src/container/FormAlertRules/index.tsx
+++ b/frontend/src/container/FormAlertRules/index.tsx
@@ -709,7 +709,6 @@ function FormAlertRules({
 					panelType={panelType || PANEL_TYPES.TIME_SERIES}
 				/>
 			}
-			name=""
 			query={stagedQuery}
 			selectedInterval={globalSelectedInterval}
 			alertDef={alertDef}
@@ -729,7 +728,6 @@ function FormAlertRules({
 					panelType={panelType || PANEL_TYPES.TIME_SERIES}
 				/>
 			}
-			name="Chart Preview"
 			query={stagedQuery}
 			alertDef={alertDef}
 			selectedInterval={globalSelectedInterval}
--- a/frontend/src/lib/uPlotV2/utils/dataUtils.ts
+++ b/frontend/src/lib/uPlotV2/utils/dataUtils.ts
@@ -52,6 +52,28 @@ export function normalizePlotValue(
 	return value as number;
 }

+/**
+ * Returns true if at most one entry in `values` is a valid plot value.
+ *
+ * Used to decide whether a series should render as a single point (drawStyle:
+ * Points) vs a line — a continuous line with only one visible sample is
+ * invisible to the user.
+ */
+export function hasSingleVisiblePoint(
+	values: ReadonlyArray<readonly [unknown, unknown]> | undefined,
+): boolean {
+	let validPointCount = 0;
+	for (const [, rawValue] of values ?? []) {
+		if (!isInvalidPlotValue(rawValue)) {
+			validPointCount += 1;
+			if (validPointCount > 1) {
+				return false;
+			}
+		}
+	}
+	return true;
+}
+
 export interface SeriesSpanGapsOption {
 	spanGaps?: boolean | number;
 }
--- a/pkg/telemetrymetadata/metadata.go
+++ b/pkg/telemetrymetadata/metadata.go
@@ -200,7 +200,7 @@ func (t *telemetryMetaStore) getTracesKeys(ctx context.Context, fieldKeySelector
 		`CASE
 			// WHEN tagType = 'spanfield' THEN 1
 			WHEN tagType = 'resource' THEN 2
-			WHEN tagType = 'scope' THEN 3
+			// WHEN tagType = 'scope' THEN 3
 			WHEN tagType = 'tag' THEN 4
 			ELSE 5
 		END as priority`,
--- a/pkg/telemetrytraces/field_mapper.go
+++ b/pkg/telemetrytraces/field_mapper.go
@@ -51,7 +51,6 @@ var (
 			ValueType: schema.ColumnTypeString,
 		}},
 		"resource": {Name: "resource", Type: schema.JSONColumnType{}},
-		"scope":    {Name: "scope", Type: schema.JSONColumnType{}},

 		"events": {Name: "events", Type: schema.ArrayColumnType{
 			ElementType: schema.ColumnTypeString,
@@ -177,7 +176,7 @@ func (m *defaultFieldMapper) getColumn(
 	case telemetrytypes.FieldContextResource:
 		return []*schema.Column{indexV3Columns["resource"]}, nil
 	case telemetrytypes.FieldContextScope:
-		return []*schema.Column{indexV3Columns["scope"]}, nil
+		return []*schema.Column{}, qbtypes.ErrColumnNotFound
 	case telemetrytypes.FieldContextAttribute:
 		switch key.FieldDataType {
 		case telemetrytypes.FieldDataTypeString:
@@ -262,29 +261,21 @@ func (m *defaultFieldMapper) FieldFor(

 	switch column.Type.GetType() {
 	case schema.ColumnTypeEnumJSON:
-		switch key.FieldContext {
-		case telemetrytypes.FieldContextScope:
-			scopeKey, _ := strings.CutPrefix(key.Name, "scope.") // required for support current implementation of select fields
-			switch scopeKey {
-			case "name", "version":
-				return fmt.Sprintf("%s.%s::String", column.Name, scopeKey), nil
-			default:
-				return fmt.Sprintf("%s.attributes.`%s`::String", column.Name, scopeKey), nil
-			}
-		case telemetrytypes.FieldContextResource:
-			oldColumn := indexV3Columns["resources_string"]
-			oldKeyName := fmt.Sprintf("%s['%s']", oldColumn.Name, key.Name)
-			// have to add ::string as clickHouse throws an error :- data types Variant/Dynamic are not allowed in GROUP BY
-			// once clickHouse dependency is updated, we need to check if we can remove it.
-			if key.Materialized {
-				oldKeyName = telemetrytypes.FieldKeyToMaterializedColumnName(key)
-				oldKeyNameExists := telemetrytypes.FieldKeyToMaterializedColumnNameForExists(key)
-				return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, %s==true, %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldKeyNameExists, oldKeyName), nil
-			} else {
-				return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, mapContains(%s, '%s'), %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldColumn.Name, key.Name, oldKeyName), nil
-			}
+		// json is only supported for resource context as of now
+		if key.FieldContext != telemetrytypes.FieldContextResource {
+			return "", errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "only resource context fields are supported for json columns, got %s", key.FieldContext.String)
+		}
+		oldColumn := indexV3Columns["resources_string"]
+		oldKeyName := fmt.Sprintf("%s['%s']", oldColumn.Name, key.Name)
+		// have to add ::string as clickHouse throws an error :- data types Variant/Dynamic are not allowed in GROUP BY
+		// once clickHouse dependency is updated, we need to check if we can remove it.
+		if key.Materialized {
+			oldKeyName = telemetrytypes.FieldKeyToMaterializedColumnName(key)
+			oldKeyNameExists := telemetrytypes.FieldKeyToMaterializedColumnNameForExists(key)
+			return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, %s==true, %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldKeyNameExists, oldKeyName), nil
+		} else {
+			return fmt.Sprintf("multiIf(%s.`%s` IS NOT NULL, %s.`%s`::String, mapContains(%s, '%s'), %s, NULL)", column.Name, key.Name, column.Name, key.Name, oldColumn.Name, key.Name, oldKeyName), nil
 		}
-		return "", errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "json column type only supported for resource and scope context, got %s", key.FieldContext.String)
 	case schema.ColumnTypeEnumString,
 		schema.ColumnTypeEnumUInt64,
 		schema.ColumnTypeEnumUInt32,
--- a/pkg/telemetrytraces/field_mapper_test.go
+++ b/pkg/telemetrytraces/field_mapper_test.go
@@ -78,33 +78,6 @@ func TestGetFieldKeyName(t *testing.T) {
 			expectedResult: "multiIf(resource.`deployment.environment` IS NOT NULL, resource.`deployment.environment`::String, `resource_string_deployment$$environment_exists`==true, `resource_string_deployment$$environment`, NULL)",
 			expectedError:  nil,
 		},
-		{
-			name: "Scope field - name",
-			key: telemetrytypes.TelemetryFieldKey{
-				Name:         "name",
-				FieldContext: telemetrytypes.FieldContextScope,
-			},
-			expectedResult: "scope.name::String",
-			expectedError:  nil,
-		},
-		{
-			name: "Scope field - version",
-			key: telemetrytypes.TelemetryFieldKey{
-				Name:         "version",
-				FieldContext: telemetrytypes.FieldContextScope,
-			},
-			expectedResult: "scope.version::String",
-			expectedError:  nil,
-		},
-		{
-			name: "Scope field - custom attribute",
-			key: telemetrytypes.TelemetryFieldKey{
-				Name:         "custom.attr",
-				FieldContext: telemetrytypes.FieldContextScope,
-			},
-			expectedResult: "scope.attributes.`custom.attr`::String",
-			expectedError:  nil,
-		},
 		{
 			name: "Non-existent column",
 			key: telemetrytypes.TelemetryFieldKey{
--- a/pkg/telemetrytraces/stmt_builder_test.go
+++ b/pkg/telemetrytraces/stmt_builder_test.go
@@ -350,66 +350,6 @@ func TestStatementBuilder(t *testing.T) {
 			},
 			expectedErr: nil,
 		},
-		{
-			name:        "scope.name filter and group by",
-			requestType: qbtypes.RequestTypeTimeSeries,
-			query: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
-				Signal:       telemetrytypes.SignalTraces,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Aggregations: []qbtypes.TraceAggregation{
-					{
-						Expression: "count()",
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "scope.name = 'opentelemetry-io'",
-				},
-				Limit: 10,
-				GroupBy: []qbtypes.GroupByKey{
-					{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name:         "name",
-							FieldContext: telemetrytypes.FieldContextScope,
-						},
-					},
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "WITH __limit_cte AS (SELECT toString(multiIf(scope.name::String IS NOT NULL, scope.name::String, NULL)) AS `name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE (scope.name::String = ? AND scope.name::String IS NOT NULL) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(scope.name::String IS NOT NULL, scope.name::String, NULL)) AS `name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE (scope.name::String = ? AND scope.name::String IS NOT NULL) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`name`) GLOBAL IN (SELECT `name` FROM __limit_cte) GROUP BY ts, `name`",
-				Args:  []any{"opentelemetry-io", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "opentelemetry-io", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
-			},
-			expectedErr: nil,
-		},
-		{
-			name:        "scope.version filter with scope.name group by",
-			requestType: qbtypes.RequestTypeTimeSeries,
-			query: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
-				Signal:       telemetrytypes.SignalTraces,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Aggregations: []qbtypes.TraceAggregation{
-					{
-						Expression: "count()",
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "scope.version = '1.0.0'",
-				},
-				Limit: 10,
-				GroupBy: []qbtypes.GroupByKey{
-					{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name:         "name",
-							FieldContext: telemetrytypes.FieldContextScope,
-						},
-					},
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "WITH __limit_cte AS (SELECT toString(multiIf(scope.name::String IS NOT NULL, scope.name::String, NULL)) AS `name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE (scope.version::String = ? AND scope.version::String IS NOT NULL) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? GROUP BY `name` ORDER BY __result_0 DESC LIMIT ?) SELECT toStartOfInterval(timestamp, INTERVAL 30 SECOND) AS ts, toString(multiIf(scope.name::String IS NOT NULL, scope.name::String, NULL)) AS `name`, count() AS __result_0 FROM signoz_traces.distributed_signoz_index_v3 WHERE (scope.version::String = ? AND scope.version::String IS NOT NULL) AND timestamp >= ? AND timestamp < ? AND ts_bucket_start >= ? AND ts_bucket_start <= ? AND (`name`) GLOBAL IN (SELECT `name` FROM __limit_cte) GROUP BY ts, `name`",
-				Args:  []any{"1.0.0", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448), 10, "1.0.0", "1747947419000000000", "1747983448000000000", uint64(1747945619), uint64(1747983448)},
-			},
-			expectedErr: nil,
-		},
 	}

 	fm := NewFieldMapper()
--- a/pkg/telemetrytraces/test_data.go
+++ b/pkg/telemetrytraces/test_data.go
@@ -111,20 +111,6 @@ func buildCompleteFieldKeyMap() map[string][]*telemetrytypes.TelemetryFieldKey {
 				FieldDataType: telemetrytypes.FieldDataTypeBool,
 			},
 		},
-		"name": { // using "scope.name" here is colliding with instrinsic "name" field
-			{
-				Name:          "name",
-				FieldContext:  telemetrytypes.FieldContextScope,
-				FieldDataType: telemetrytypes.FieldDataTypeString,
-			},
-		},
-		"version": {
-			{
-				Name:          "version",
-				FieldContext:  telemetrytypes.FieldContextScope,
-				FieldDataType: telemetrytypes.FieldDataTypeString,
-			},
-		},
 	}
 	for _, keys := range keysMap {
 		for _, key := range keys {
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -27,6 +27,7 @@ pytest_plugins = [
    "fixtures.seeder",
    "fixtures.serviceaccount",
    "fixtures.role",
+    "fixtures.seed_golden_dataset",
 ]


--- a/tests/e2e/bootstrap/global.setup.ts
+++ b/tests/e2e/bootstrap/global.setup.ts
@@ -0,0 +1,13 @@
+import { expect, test as setup } from '@playwright/test';
+
+const seederUrl = process.env.SIGNOZ_E2E_SEEDER_URL ?? '';
+
+setup('refresh golden dataset', async ({ request }) => {
+	expect(seederUrl, 'SIGNOZ_E2E_SEEDER_URL not set').not.toBe('');
+	const response = await request.post(`${seederUrl}/seed/golden`, {
+		timeout: 120_000,
+	});
+	expect(response.ok()).toBeTruthy();
+	// eslint-disable-next-line no-console
+	console.log(`[setup] refreshed golden dataset: ${await response.text()}`);
+});
--- a/tests/e2e/bootstrap/global.teardown.ts
+++ b/tests/e2e/bootstrap/global.teardown.ts
@@ -0,0 +1,13 @@
+import { expect, test as teardown } from '@playwright/test';
+
+const seederUrl = process.env.SIGNOZ_E2E_SEEDER_URL ?? '';
+
+teardown('clear seeded telemetry', async ({ request }) => {
+	expect(seederUrl, 'SIGNOZ_E2E_SEEDER_URL not set').not.toBe('');
+	for (const signal of ['metrics', 'traces', 'logs'] as const) {
+		const response = await request.delete(`${seederUrl}/telemetry/${signal}`, {
+			timeout: 60_000,
+		});
+		expect(response.ok()).toBeTruthy();
+	}
+});
--- a/tests/e2e/bootstrap/setup.py
+++ b/tests/e2e/bootstrap/setup.py
@@ -2,6 +2,7 @@ import os
 from pathlib import Path

 import pytest
+import requests

 from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
@@ -39,5 +40,17 @@ def test_teardown(
    create_user_admin: types.Operation,  # pylint: disable=unused-argument
    apply_license: types.Operation,  # pylint: disable=unused-argument
    seeder: types.TestContainerDocker,  # pylint: disable=unused-argument
+    pytestconfig: pytest.Config,
 ) -> None:
-    """Fixture dependencies trigger container teardown via --teardown."""
+    """Truncate seeded telemetry; containers come down via fixture
+    dependency under `--teardown`."""
+    cached = pytestconfig.cache.get("seeder", None)
+    if not cached:
+        return
+    restored = types.TestContainerDocker.from_cache(cached)
+    base = restored.host_configs["8080"].base().rstrip("/")
+    for signal in ("metrics", "traces", "logs"):
+        try:
+            requests.delete(f"{base}/telemetry/{signal}", timeout=30).raise_for_status()
+        except Exception as e:  # pylint: disable=broad-exception-caught
+            print(f"seeder DELETE /telemetry/{signal} failed: {e}")
--- a/tests/e2e/playwright.config.ts
+++ b/tests/e2e/playwright.config.ts
@@ -50,12 +50,36 @@ export default defineConfig({
 		viewport: { width: 1280, height: 720 },
 	},

-	// Browser projects. No project-level auth — specs opt in via the
-	// authedPage fixture in tests/e2e/fixtures/auth.ts, which logs a user
-	// in on first use and caches the resulting storageState per worker.
+	// `setup` runs `bootstrap/global.setup.ts` once before any browser
+	// project — refreshes the golden dataset so chart-data assertions
+	// land inside default panel time windows. Per
+	// https://playwright.dev/docs/test-global-setup-teardown#option-1-project-dependencies.
 	projects: [
-		{ name: 'chromium', use: devices['Desktop Chrome'] },
-		{ name: 'firefox', use: devices['Desktop Firefox'] },
-		{ name: 'webkit', use: devices['Desktop Safari'] },
+		{
+			name: 'setup',
+			testDir: './bootstrap',
+			testMatch: /global\.setup\.ts/,
+			teardown: 'teardown',
+		},
+		{
+			name: 'teardown',
+			testDir: './bootstrap',
+			testMatch: /global\.teardown\.ts/,
+		},
+		{
+			name: 'chromium',
+			use: devices['Desktop Chrome'],
+			dependencies: ['setup'],
+		},
+		{
+			name: 'firefox',
+			use: devices['Desktop Firefox'],
+			dependencies: ['setup'],
+		},
+		{
+			name: 'webkit',
+			use: devices['Desktop Safari'],
+			dependencies: ['setup'],
+		},
 	],
 });
--- a/tests/e2e/tsconfig.json
+++ b/tests/e2e/tsconfig.json
@@ -18,6 +18,6 @@
    "outDir": "./dist",
    "rootDir": "."
  },
-  "include": ["tests/**/*.ts", "helpers/**/*.ts", "fixtures/**/*.ts", "playwright.config.ts"],
+  "include": ["tests/**/*.ts", "helpers/**/*.ts", "fixtures/**/*.ts", "bootstrap/**/*.ts", "playwright.config.ts"],
  "exclude": ["node_modules", "dist"]
 }
--- a/tests/e2e/yarn.lock
+++ b/tests/e2e/yarn.lock
@@ -1,352 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@oxfmt/binding-android-arm-eabi@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-android-arm-eabi/-/binding-android-arm-eabi-0.41.0.tgz#09438448ab9479730582cd00fb86e4c33795a364"
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-
-"@oxfmt/binding-android-arm64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-android-arm64/-/binding-android-arm64-0.41.0.tgz#b01eef08ff2a6be90f5805fe28339ec0130a955c"
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-
-"@oxfmt/binding-darwin-arm64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-darwin-arm64/-/binding-darwin-arm64-0.41.0.tgz#a2e24b7c52d40e3bb01939fa9c994d56923294ce"
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-
-"@oxfmt/binding-darwin-x64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-darwin-x64/-/binding-darwin-x64-0.41.0.tgz#c114c0a30195a65cfe0247e2ffd000416df4d4bc"
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-
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-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-freebsd-x64/-/binding-freebsd-x64-0.41.0.tgz#a9057a31860ec79970a16b5a0a801a51fab99168"
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-arm-gnueabihf/-/binding-linux-arm-gnueabihf-0.41.0.tgz#1a2be3cbbf2d9e90808858ba8fc38b24023ac44c"
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-
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-arm-musleabihf/-/binding-linux-arm-musleabihf-0.41.0.tgz#f0a12feca29bfaf7437d94c32919ff3ac60c213f"
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-
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-arm64-gnu/-/binding-linux-arm64-gnu-0.41.0.tgz#b304c7ede72119f7fe7ce7861007c0ee6eb60c08"
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-x64-gnu/-/binding-linux-x64-gnu-0.41.0.tgz#be9068d48bb521eea83ea6bea2b0e08b39d7638b"
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-x64-musl/-/binding-linux-x64-musl-0.41.0.tgz#e0232abd879874823213b71016042d001a740acb"
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-  integrity sha512-X6KAunryZlslAdEdlN5gIIP3sFU6Uot3vzLoGCZ9SNv0JvXd6e2g7ArjnpOQld36yKszq8J+wQJRlIvdXkIvRw==
-
-playwright@1.57.0-alpha-2025-10-11:
-  version "1.57.0-alpha-2025-10-11"
-  resolved "https://registry.yarnpkg.com/playwright/-/playwright-1.57.0-alpha-2025-10-11.tgz#af67a28d64b39fe57eea454b2b312e98bfff02a5"
-  integrity sha512-a80kAd59up/kURcKE7THLzx3lN6a1G9RhsgP9ZfLGL7WtnOhOdRLxbHwmjWUG11ybEDeYNpj1qwT02MT4R+rew==
-  dependencies:
-    playwright-core "1.57.0-alpha-2025-10-11"
-  optionalDependencies:
-    fsevents "2.3.2"
-
-tinypool@2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/tinypool/-/tinypool-2.1.0.tgz#303a671d6ef68d03c9512cdc9a47c86b8a85f20c"
-  integrity sha512-Pugqs6M0m7Lv1I7FtxN4aoyToKg1C4tu+/381vH35y8oENM/Ai7f7C4StcoK4/+BSw9ebcS8jRiVrORFKCALLw==
-
-typescript@^5.0.0:
-  version "5.9.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.9.3.tgz#5b4f59e15310ab17a216f5d6cf53ee476ede670f"
-  integrity sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==
-
-undici-types@~6.21.0:
-  version "6.21.0"
-  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-6.21.0.tgz#691d00af3909be93a7faa13be61b3a5b50ef12cb"
-  integrity sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==
--- a/tests/fixtures/seed_golden_dataset.py
+++ b/tests/fixtures/seed_golden_dataset.py
@@ -0,0 +1,361 @@
+"""Golden dataset fixture — seeds OTel-demo-shaped metrics, traces, and
+logs into ClickHouse via the seeder on every test_setup invocation.
+
+Timestamps are rebased to `now` so panels with default time windows
+always find data. To refresh the dataset shape on disk, run
+`uv run python -m fixtures.seed_golden_dataset regenerate`.
+"""
+
+from __future__ import annotations
+
+import datetime
+import json
+import logging
+import os
+import random
+from collections.abc import Iterator
+from pathlib import Path
+
+import pytest
+import requests
+
+from fixtures import types
+
+logger = logging.getLogger(__name__)
+
+_GOLDEN_DIR = Path(__file__).resolve().parent.parent / "seeder" / "golden"
+METRICS_PATH = _GOLDEN_DIR / "otel-demo-metrics-golden.jsonl"
+TRACES_PATH = _GOLDEN_DIR / "otel-demo-traces-golden.jsonl"
+LOGS_PATH = _GOLDEN_DIR / "otel-demo-logs-golden.jsonl"
+
+
+# ─── Generator ───────────────────────────────────────────────────────────
+
+_SERVICES = [
+    "adservice",
+    "cartservice",
+    "checkoutservice",
+    "currencyservice",
+    "frontend",
+    "paymentservice",
+    "productcatalogservice",
+    "shippingservice",
+]
+_OPERATIONS = {
+    "adservice": ["/ads/get", "/ads/list"],
+    "cartservice": ["/cart/add", "/cart/get", "/cart/empty"],
+    "checkoutservice": ["/checkout"],
+    "currencyservice": ["/currency/convert"],
+    "frontend": ["/", "/product", "/checkout"],
+    "paymentservice": ["/payment/charge"],
+    "productcatalogservice": ["/products/list", "/products/get"],
+    "shippingservice": ["/shipping/quote", "/shipping/ship"],
+}
+_DB_SERVICES = {"cartservice", "productcatalogservice"}
+_ENV = "production"
+_BUCKET_MINUTES = 5
+_WINDOW_HOURS = 6
+
+
+def _generate_metrics() -> list[dict]:
+    rng = random.Random(20260511)
+    samples: list[dict] = []
+    n_buckets = (_WINDOW_HOURS * 60) // _BUCKET_MINUTES
+    base_counter = 1000
+
+    for service in _SERVICES:
+        for operation in _OPERATIONS[service]:
+            for status in ("STATUS_CODE_OK", "STATUS_CODE_ERROR"):
+                weight = 9 if status == "STATUS_CODE_OK" else 1
+                counter = base_counter
+                latency_sum = 0
+                for i in range(n_buckets):
+                    minutes_ago = (_WINDOW_HOURS * 60) - (i + 1) * _BUCKET_MINUTES
+                    bucket_calls = int(weight * (50 + 20 * (1 + i % 12 / 12.0) + rng.randint(0, 10)))
+                    counter += bucket_calls
+                    latency_sum += bucket_calls * rng.randint(100_000, 500_000)
+                    resource_attrs = {
+                        "service.name": service,
+                        "deployment.environment": _ENV,
+                        "k8s.namespace.name": f"signoz-{service}",
+                    }
+                    point_attrs = {
+                        "operation": operation,
+                        "status_code": status,
+                        "span_kind": "SPAN_KIND_SERVER",
+                    }
+                    for name, value in (
+                        ("signoz_calls_total", counter),
+                        ("signoz_latency_count", counter),
+                        ("signoz_latency_sum", latency_sum),
+                    ):
+                        samples.append(
+                            {
+                                "metric_name": name,
+                                "minutes_ago": minutes_ago,
+                                "value": value,
+                                "resource_attributes": resource_attrs,
+                                "attributes": point_attrs,
+                                "is_monotonic": True,
+                            }
+                        )
+        if service in _DB_SERVICES:
+            db_counter = 0
+            for i in range(n_buckets):
+                minutes_ago = (_WINDOW_HOURS * 60) - (i + 1) * _BUCKET_MINUTES
+                db_counter += 20 + rng.randint(0, 15)
+                samples.append(
+                    {
+                        "metric_name": "signoz_db_latency_count",
+                        "minutes_ago": minutes_ago,
+                        "value": db_counter,
+                        "resource_attributes": {
+                            "service.name": service,
+                            "deployment.environment": _ENV,
+                            "k8s.namespace.name": f"signoz-{service}",
+                        },
+                        "attributes": {
+                            "db.system": "postgresql" if service == "cartservice" else "mongodb",
+                        },
+                        "is_monotonic": True,
+                    }
+                )
+    return samples
+
+
+def _generate_traces() -> list[dict]:
+    rng = random.Random(20260512)
+    samples: list[dict] = []
+    n_buckets = 12
+    for service in _SERVICES:
+        for operation in _OPERATIONS[service]:
+            for i in range(n_buckets):
+                minutes_ago = int((_WINDOW_HOURS * 60) - i * (_WINDOW_HOURS * 60 / n_buckets))
+                http_status = "500" if rng.random() < 0.05 else "200"
+                samples.append(
+                    {
+                        "name": f"{service} {operation}",
+                        "kind": "SERVER",
+                        "minutes_ago": minutes_ago,
+                        "duration_ms": rng.randint(50, 500),
+                        "status": "ERROR" if http_status == "500" else "OK",
+                        "resource_attributes": {
+                            "service.name": service,
+                            "deployment.environment": _ENV,
+                            "k8s.namespace.name": f"signoz-{service}",
+                        },
+                        "attributes": {
+                            "http.method": "GET" if "get" in operation.lower() or operation == "/" else "POST",
+                            "http.route": operation,
+                            "http.status_code": http_status,
+                        },
+                    }
+                )
+    return samples
+
+
+_LOG_SEVERITIES = [("INFO", 0.85), ("WARN", 0.10), ("ERROR", 0.05)]
+_LOG_BODIES = {
+    "INFO": ["Handled request", "Cache hit", "Connection established"],
+    "WARN": ["Slow response detected", "Cache miss", "Retrying upstream call"],
+    "ERROR": ["Upstream call failed", "Database query timed out", "Auth failed"],
+}
+
+
+def _generate_logs() -> list[dict]:
+    rng = random.Random(20260512)
+    samples: list[dict] = []
+    n_buckets = 24
+    for service in _SERVICES:
+        for i in range(n_buckets):
+            minutes_ago = int((_WINDOW_HOURS * 60) - i * (_WINDOW_HOURS * 60 / n_buckets))
+            r = rng.random()
+            cumulative = 0.0
+            severity = "INFO"
+            for name, weight in _LOG_SEVERITIES:
+                cumulative += weight
+                if r < cumulative:
+                    severity = name
+                    break
+            samples.append(
+                {
+                    "body": f"[{service}] {rng.choice(_LOG_BODIES[severity])}",
+                    "severity": severity,
+                    "minutes_ago": minutes_ago,
+                    "resource_attributes": {
+                        "service.name": service,
+                        "deployment.environment": _ENV,
+                        "k8s.namespace.name": f"signoz-{service}",
+                    },
+                    "attributes": {"logger.name": f"{service}.app"},
+                }
+            )
+    return samples
+
+
+def _write_jsonl(path: Path, samples: list[dict]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("w") as f:
+        for s in samples:
+            f.write(json.dumps(s, separators=(",", ":")))
+            f.write("\n")
+
+
+def regenerate() -> dict[str, int]:
+    metrics = _generate_metrics()
+    traces = _generate_traces()
+    logs = _generate_logs()
+    _write_jsonl(METRICS_PATH, metrics)
+    _write_jsonl(TRACES_PATH, traces)
+    _write_jsonl(LOGS_PATH, logs)
+    return {"metrics": len(metrics), "traces": len(traces), "logs": len(logs)}
+
+
+# ─── Loader ──────────────────────────────────────────────────────────────
+
+
+_KIND_TO_INT = {
+    "UNSPECIFIED": 0,
+    "INTERNAL": 1,
+    "SERVER": 2,
+    "CLIENT": 3,
+    "PRODUCER": 4,
+    "CONSUMER": 5,
+}
+_STATUS_TO_INT = {"UNSET": 0, "OK": 1, "ERROR": 2}
+
+
+def _read_jsonl(path: Path) -> Iterator[dict]:
+    with path.open() as f:
+        for line in f:
+            line = line.strip()
+            if line:
+                yield json.loads(line)
+
+
+def _iso_minus_minutes(now: datetime.datetime, minutes: float) -> str:
+    ts = now - datetime.timedelta(minutes=minutes)
+    return ts.replace(tzinfo=datetime.UTC).isoformat().replace("+00:00", "Z")
+
+
+def _rebased_metric(sample: dict, now: datetime.datetime) -> dict:
+    out = {k: v for k, v in sample.items() if k != "minutes_ago"}
+    out["timestamp"] = _iso_minus_minutes(now, sample["minutes_ago"])
+    return out
+
+
+def _rebased_trace(sample: dict, now: datetime.datetime) -> dict:
+    return {
+        "timestamp": _iso_minus_minutes(now, sample["minutes_ago"]),
+        "duration": f"PT{sample['duration_ms'] / 1000:.3f}S",
+        "trace_id": sample.get("trace_id") or os.urandom(16).hex(),
+        "span_id": sample.get("span_id") or os.urandom(8).hex(),
+        "name": sample["name"],
+        "kind": _KIND_TO_INT.get(str(sample.get("kind", "SERVER")).upper(), 2),
+        "status_code": _STATUS_TO_INT.get(str(sample.get("status", "UNSET")).upper(), 0),
+        "resources": sample.get("resource_attributes", {}),
+        "attributes": sample.get("attributes", {}),
+    }
+
+
+def _rebased_log(sample: dict, now: datetime.datetime) -> dict:
+    return {
+        "timestamp": _iso_minus_minutes(now, sample["minutes_ago"]),
+        "body": sample["body"],
+        "severity_text": str(sample.get("severity", "INFO")).upper(),
+        "resources": sample.get("resource_attributes", {}),
+        "attributes": sample.get("attributes", {}),
+    }
+
+
+def _post_batches(url: str, rows: Iterator[dict], batch_size: int, timeout: int) -> int:
+    batch: list[dict] = []
+    total = 0
+    for row in rows:
+        batch.append(row)
+        if len(batch) >= batch_size:
+            response = requests.post(url, json=batch, timeout=timeout)
+            response.raise_for_status()
+            total += len(batch)
+            batch = []
+    if batch:
+        response = requests.post(url, json=batch, timeout=timeout)
+        response.raise_for_status()
+        total += len(batch)
+    return total
+
+
+def seed(
+    seeder_base_url: str,
+    *,
+    batch_size: int = 500,
+    timeout: int = 60,
+    clear_first: bool = True,
+) -> dict[str, int]:
+    """Wipe each signal table (via DELETE /telemetry/<signal>) and replay
+    the golden dataset with timestamps rebased to `now`. Each call leaves
+    the stack in the exact state the JSONL files describe — chart-data
+    assertions are reproducible across sessions regardless of how many
+    earlier sessions seeded."""
+    for path in (METRICS_PATH, TRACES_PATH, LOGS_PATH):
+        if not path.exists():
+            raise FileNotFoundError(f"golden dataset missing at {path} — run `uv run python -m fixtures.seed_golden_dataset regenerate`")
+
+    now = datetime.datetime.now(datetime.UTC).replace(microsecond=0, tzinfo=None)
+    base = seeder_base_url.rstrip("/")
+    if clear_first:
+        for signal in ("metrics", "traces", "logs"):
+            requests.delete(f"{base}/telemetry/{signal}", timeout=timeout).raise_for_status()
+    counts = {
+        "metrics": _post_batches(
+            base + "/telemetry/metrics",
+            (_rebased_metric(s, now) for s in _read_jsonl(METRICS_PATH)),
+            batch_size,
+            timeout,
+        ),
+        "traces": _post_batches(
+            base + "/telemetry/traces",
+            (_rebased_trace(s, now) for s in _read_jsonl(TRACES_PATH)),
+            batch_size,
+            timeout,
+        ),
+        "logs": _post_batches(
+            base + "/telemetry/logs",
+            (_rebased_log(s, now) for s in _read_jsonl(LOGS_PATH)),
+            batch_size,
+            timeout,
+        ),
+    }
+    logger.info("seeded through %s: %s", base, counts)
+    return counts
+
+
+# ─── Fixture ─────────────────────────────────────────────────────────────
+
+
+@pytest.fixture(name="golden_dataset", scope="package")
+def golden_dataset(seeder: types.TestContainerDocker) -> dict[str, int]:
+    """Seed metrics + traces + logs into the running stack via the
+    seeder. Runs unconditionally on every test_setup invocation so the
+    rebased timestamps always anchor against `now`."""
+    return seed(seeder.host_configs["8080"].base())
+
+
+if __name__ == "__main__":
+    import sys
+
+    logging.basicConfig(level=logging.INFO)
+    if len(sys.argv) < 2:
+        sys.stderr.write("usage: seed_golden_dataset.py seed <seeder-base-url> | regenerate\n")
+        sys.exit(2)
+    cmd = sys.argv[1]
+    if cmd == "regenerate":
+        print(f"wrote {regenerate()}")
+    elif cmd == "seed":
+        if len(sys.argv) != 3:
+            sys.stderr.write("usage: seed_golden_dataset.py seed <seeder-base-url>\n")
+            sys.exit(2)
+        print(f"seeded {seed(sys.argv[2])}")
+    else:
+        sys.stderr.write(f"unknown command: {cmd}\n")
+        sys.exit(2)
--- a/tests/seeder/golden/otel-demo-logs-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-logs-golden.jsonl
@@ -0,0 +1,192 @@
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":360,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":300,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":285,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Database query timed out","severity":"ERROR","minutes_ago":270,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":255,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Slow response detected","severity":"WARN","minutes_ago":240,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":225,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":210,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Handled request","severity":"INFO","minutes_ago":195,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache miss","severity":"WARN","minutes_ago":180,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":165,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":150,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":135,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Upstream call failed","severity":"ERROR","minutes_ago":120,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":105,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":90,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":75,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":60,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":45,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Retrying upstream call","severity":"WARN","minutes_ago":30,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":15,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[cartservice] Connection established","severity":"INFO","minutes_ago":360,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Cache hit","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Upstream call failed","severity":"ERROR","minutes_ago":300,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Connection established","severity":"INFO","minutes_ago":285,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Retrying upstream call","severity":"WARN","minutes_ago":270,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Cache hit","severity":"INFO","minutes_ago":255,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Background job completed","severity":"INFO","minutes_ago":240,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Background job completed","severity":"INFO","minutes_ago":225,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Connection established","severity":"INFO","minutes_ago":210,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
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+{"body":"[productcatalogservice] Connection established","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
+{"body":"[productcatalogservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
+{"body":"[productcatalogservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
+{"body":"[productcatalogservice] Cache hit","severity":"INFO","minutes_ago":300,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
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+{"body":"[shippingservice] Database query timed out","severity":"ERROR","minutes_ago":360,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
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+{"body":"[shippingservice] Handled request","severity":"INFO","minutes_ago":270,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
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+{"body":"[shippingservice] Connection established","severity":"INFO","minutes_ago":195,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Connection established","severity":"INFO","minutes_ago":180,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":165,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache hit","severity":"INFO","minutes_ago":150,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Database query timed out","severity":"ERROR","minutes_ago":135,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":120,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache hit","severity":"INFO","minutes_ago":105,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Handled request","severity":"INFO","minutes_ago":90,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Handled request","severity":"INFO","minutes_ago":75,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache hit","severity":"INFO","minutes_ago":60,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Connection established","severity":"INFO","minutes_ago":45,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":30,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache miss","severity":"WARN","minutes_ago":15,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
--- a/tests/seeder/golden/otel-demo-metrics-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-metrics-golden.jsonl
--- a/tests/seeder/golden/otel-demo-traces-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-traces-golden.jsonl
@@ -0,0 +1,180 @@
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+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":30,"duration_ms":402,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":360,"duration_ms":189,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":330,"duration_ms":229,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":300,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":270,"duration_ms":300,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":240,"duration_ms":439,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":210,"duration_ms":478,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":180,"duration_ms":104,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":150,"duration_ms":336,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":120,"duration_ms":335,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":90,"duration_ms":430,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":60,"duration_ms":116,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":30,"duration_ms":75,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":360,"duration_ms":314,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":330,"duration_ms":303,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":300,"duration_ms":174,"status":"ERROR","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"500"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":270,"duration_ms":238,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":240,"duration_ms":494,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":210,"duration_ms":394,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":180,"duration_ms":71,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":150,"duration_ms":222,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":120,"duration_ms":386,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":90,"duration_ms":227,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":60,"duration_ms":54,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":30,"duration_ms":456,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":360,"duration_ms":317,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":330,"duration_ms":111,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":300,"duration_ms":478,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":270,"duration_ms":75,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":240,"duration_ms":413,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":210,"duration_ms":217,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":180,"duration_ms":160,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":150,"duration_ms":170,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":120,"duration_ms":415,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":90,"duration_ms":448,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":60,"duration_ms":340,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":30,"duration_ms":390,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":360,"duration_ms":96,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":330,"duration_ms":414,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":300,"duration_ms":182,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":270,"duration_ms":116,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":240,"duration_ms":489,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":210,"duration_ms":130,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":180,"duration_ms":394,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":150,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":120,"duration_ms":159,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":90,"duration_ms":432,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":60,"duration_ms":87,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":30,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
--- a/tests/seeder/server.py
+++ b/tests/seeder/server.py
@@ -1,5 +1,12 @@
-"""HTTP seeder — wraps fixtures.{traces,logs,metrics} so Playwright specs
-can POST per-test telemetry (tagged `seeder=true`) and DELETE to clear."""
+"""HTTP seeder — single entrypoint for e2e/integration telemetry.
+
+POST /telemetry/{metrics,logs,traces} insert into ClickHouse via
+fixtures.{metrics,logs,traces}. DELETE truncates the signal tables.
+
+Parallel-safe: every seeded row is tagged `seeder=true`. Tests share
+the seeded baseline; per-test mutations live in their own dashboards.
+Only test_teardown should call DELETE — workers must finish first.
+"""

 import os
 from collections.abc import AsyncIterator
@@ -10,11 +17,7 @@ import clickhouse_connect
 from fastapi import FastAPI, HTTPException, Response, status

 from fixtures.logger import setup_logger
-from fixtures.logs import (
-    Logs,
-    insert_logs_to_clickhouse,
-    truncate_logs_tables,
-)
+from fixtures.logs import Logs, insert_logs_to_clickhouse, truncate_logs_tables
 from fixtures.metrics import (
    Metrics,
    insert_metrics_to_clickhouse,
@@ -64,12 +67,19 @@ def _tag(item: dict[str, Any]) -> dict[str, Any]:
    return {**item, "resources": resources}


-# Metrics payload carries label dicts at the top level, not a `resources`
-# key — tagging goes on the `resource_attrs` wrapper that Metrics.from_dict
-# unpacks. Same effect, different key.
 def _tag_metrics(item: dict[str, Any]) -> dict[str, Any]:
-    resource_attrs = {**(item.get("resource_attrs") or {}), **SEEDER_MARKER}
-    return {**item, "resource_attrs": resource_attrs}
+    # Accept OTLP-style `resource_attributes` / `attributes` or legacy
+    # `resource_attrs` / `labels` interchangeably.
+    resource_attrs = {
+        **(item.get("resource_attrs") or {}),
+        **(item.get("resource_attributes") or {}),
+        **SEEDER_MARKER,
+    }
+    labels = {**(item.get("labels") or {}), **(item.get("attributes") or {})}
+    out = {**item, "resource_attrs": resource_attrs, "labels": labels}
+    out.pop("resource_attributes", None)
+    out.pop("attributes", None)
+    return out


@app.post("/telemetry/traces", status_code=status.HTTP_201_CREATED)
@@ -145,3 +155,17 @@ def delete_metrics() -> Response:
    except Exception as e:
        logger.exception("truncate failed")
        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post("/seed/golden", status_code=status.HTTP_200_OK)
+def seed_golden() -> dict[str, int]:
+    """Re-seed the golden dataset with timestamps rebased to `now`.
+    Called by Playwright globalSetup before every test session so chart
+    assertions land within default panel time windows."""
+    from fixtures import seed_golden_dataset  # noqa: PLC0415 — local import keeps cold-start fast
+
+    try:
+        return seed_golden_dataset.seed("http://localhost:8080")
+    except Exception as e:
+        logger.exception("golden seed failed")
+        raise HTTPException(500, str(e)) from e
Author	SHA1	Message	Date
Abhi Kumar	fcd0376125	chore: minor changes	2026-05-14 15:40:11 +05:30
Abhi Kumar	b0c797b507	chore: minor changes	2026-05-14 15:35:48 +05:30
Abhi Kumar	fe586228d3	chore: added changes to migerate alert chart component to new charts	2026-05-14 15:27:05 +05:30
Ashwin Bhatkal	5363dc6b0e	test: new playwright project to seed data (#11271 ) * test: new playwright project to seed data * test: add teardown bits * test: move from fixtures to seeder * test: format file * test: format file + update lockfile	2026-05-14 08:37:40 +00:00