feat: enabled new time-series panel

.devenv/docker/signoz-otel-collector/compose.yaml

@@ -4,6 +4,7 @@ services:
     container_name: signoz-otel-collector-dev
     command:
       - --config=/etc/otel-collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
     environment:

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

@@ -214,6 +214,7 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

deploy/docker-swarm/docker-compose.yaml

@@ -155,6 +155,7 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     configs:
       - source: otel-collector-config
         target: /etc/otel-collector-config.yaml

deploy/docker/docker-compose.ha.yaml

@@ -219,6 +219,7 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

deploy/docker/docker-compose.yaml

@@ -150,6 +150,7 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
+      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

frontend/src/container/ApiMonitoring/Explorer/Domains/DomainList.tsx

@@ -1,7 +1,7 @@
 import { useCallback, useEffect, useMemo, useState } from 'react';
 import { useSelector } from 'react-redux';
 import { LoadingOutlined } from '@ant-design/icons';
-import { Spin, Table } from 'antd';
+import { Spin, Table, Typography } from 'antd';
 import logEvent from 'api/common/logEvent';
 import cx from 'classnames';
 import QuerySearch from 'components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch';
@@ -14,13 +14,11 @@ import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations
 import { useShareBuilderUrl } from 'hooks/queryBuilder/useShareBuilderUrl';
 import { useListOverview } from 'hooks/thirdPartyApis/useListOverview';
 import { get } from 'lodash-es';
-import { MoveUpRight } from 'lucide-react';
 import { AppState } from 'store/reducers';
 import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { HandleChangeQueryDataV5 } from 'types/common/operations.types';
 import { DataSource } from 'types/common/queryBuilder';
 import { GlobalReducer } from 'types/reducer/globalTime';
-import DOCLINKS from 'utils/docLinks';
 
 import { ApiMonitoringHardcodedAttributeKeys } from '../../constants';
 import { DEFAULT_PARAMS, useApiMonitoringParams } from '../../queryParams';
@@ -127,67 +125,51 @@ function DomainList(): JSX.Element {
 					hardcodedAttributeKeys={ApiMonitoringHardcodedAttributeKeys}
 				/>
 			</div>
-			{!isFetching && !isLoading && formattedDataForTable.length === 0 && (
-				<div className="no-filtered-domains-message-container">
-					<div className="no-filtered-domains-message-content">
-						<img
-							src="/Icons/emptyState.svg"
-							alt="thinking-emoji"
-							className="empty-state-svg"
-						/>
+			<Table
+				className={cx('api-monitoring-domain-list-table')}
+				dataSource={isFetching || isLoading ? [] : formattedDataForTable}
+				columns={columnsConfig}
+				loading={{
+					spinning: isFetching || isLoading,
+					indicator: <Spin indicator={<LoadingOutlined size={14} spin />} />,
+				}}
+				locale={{
+					emptyText:
+						isFetching || isLoading ? null : (
+							<div className="no-filtered-domains-message-container">
+								<div className="no-filtered-domains-message-content">
+									<img
+										src="/Icons/emptyState.svg"
+										alt="thinking-emoji"
+										className="empty-state-svg"
+									/>
 
-						<div className="no-filtered-domains-message">
-							<div className="no-domain-title">
-								No External API calls detected with applied filters.
+									<Typography.Text className="no-filtered-domains-message">
+										This query had no results. Edit your query and try again!
+									</Typography.Text>
+								</div>
 							</div>
-							<div className="no-domain-subtitle">
-								Ensure all HTTP client spans are being sent with kind as{' '}
-								<span className="attribute">Client</span> and url set in{' '}
-								<span className="attribute">url.full</span> or{' '}
-								<span className="attribute">http.url</span> attribute.
-							</div>
-							<a
-								href={DOCLINKS.EXTERNAL_API_MONITORING}
-								target="_blank"
-								rel="noreferrer"
-								className="external-api-doc-link"
-							>
-								Learn how External API monitoring works in SigNoz{' '}
-								<MoveUpRight size={14} />
-							</a>
-						</div>
-					</div>
-				</div>
-			)}
-			{(isFetching || isLoading || formattedDataForTable.length > 0) && (
-				<Table
-					className="api-monitoring-domain-list-table"
-					dataSource={isFetching || isLoading ? [] : formattedDataForTable}
-					columns={columnsConfig}
-					loading={{
-						spinning: isFetching || isLoading,
-						indicator: <Spin indicator={<LoadingOutlined size={14} spin />} />,
-					}}
-					scroll={{ x: true }}
-					tableLayout="fixed"
-					onRow={(record, index): { onClick: () => void; className: string } => ({
-						onClick: (): void => {
-							if (index !== undefined) {
-								const dataIndex = formattedDataForTable.findIndex(
-									(item) => item.key === record.key,
-								);
-								setSelectedDomainIndex(dataIndex);
-								setParams({ selectedDomain: record.domainName });
-								logEvent('API Monitoring: Domain name row clicked', {});
-							}
-						},
-						className: 'expanded-clickable-row',
-					})}
-					rowClassName={(_, index): string =>
-						index % 2 === 0 ? 'table-row-dark' : 'table-row-light'
-					}
-				/>
-			)}
+						),
+				}}
+				scroll={{ x: true }}
+				tableLayout="fixed"
+				onRow={(record, index): { onClick: () => void; className: string } => ({
+					onClick: (): void => {
+						if (index !== undefined) {
+							const dataIndex = formattedDataForTable.findIndex(
+								(item) => item.key === record.key,
+							);
+							setSelectedDomainIndex(dataIndex);
+							setParams({ selectedDomain: record.domainName });
+							logEvent('API Monitoring: Domain name row clicked', {});
+						}
+					},
+					className: 'expanded-clickable-row',
+				})}
+				rowClassName={(_, index): string =>
+					index % 2 === 0 ? 'table-row-dark' : 'table-row-light'
+				}
+			/>
 			{selectedDomainIndex !== -1 && (
 				<DomainDetails
 					domainData={formattedDataForTable[selectedDomainIndex]}

frontend/src/container/ApiMonitoring/Explorer/Explorer.styles.scss

@@ -180,59 +180,10 @@
 
 	.no-filtered-domains-message {
 		margin-top: 8px;
-		display: flex;
-		gap: 8px;
-		flex-direction: column;
-
-		.no-domain-title {
-			color: var(--bg-vanilla-100, #fff);
-			font-family: Inter;
-			font-size: 14px;
-			font-style: normal;
-			font-weight: 500;
-			line-height: 20px; /* 142.857% */
-		}
-
-		.no-domain-subtitle {
-			color: var(--bg-vanilla-400, #c0c1c3);
-			font-family: Inter;
-			font-size: 14px;
-			font-style: normal;
-			font-weight: 400;
-			line-height: 20px; /* 142.857% */
-
-			.attribute {
-				font-family: 'Space Mono';
-			}
-		}
-
-		.external-api-doc-link {
-			display: flex;
-			flex-direction: row;
-			gap: 4px;
-			align-items: center;
-		}
 	}
 }
 
 .lightMode {
-	.no-filtered-domains-message-container {
-		.no-filtered-domains-message-content {
-			.no-filtered-domains-message {
-				.no-domain-title {
-					color: var(--text-ink-500);
-				}
-
-				.no-domain-subtitle {
-					color: var(--text-ink-400);
-
-					.attribute {
-						font-family: 'Space Mono';
-					}
-				}
-			}
-		}
-	}
 	.api-monitoring-domain-list-table {
 		.ant-table {
 			.ant-table-thead > tr > th {

frontend/src/container/DashboardContainer/visualization/panels/utils/__tests__/legendVisibilityUtils.test.ts

@@ -1,168 +0,0 @@
-import { LOCALSTORAGE } from 'constants/localStorage';
-
-import type { GraphVisibilityState } from '../../types';
-import {
-	getStoredSeriesVisibility,
-	updateSeriesVisibilityToLocalStorage,
-} from '../legendVisibilityUtils';
-
-describe('legendVisibilityUtils', () => {
-	const storageKey = LOCALSTORAGE.GRAPH_VISIBILITY_STATES;
-
-	beforeEach(() => {
-		localStorage.clear();
-		jest.spyOn(window.localStorage.__proto__, 'getItem');
-		jest.spyOn(window.localStorage.__proto__, 'setItem');
-	});
-
-	afterEach(() => {
-		jest.restoreAllMocks();
-		localStorage.clear();
-	});
-
-	describe('getStoredSeriesVisibility', () => {
-		it('returns null when there is no stored visibility state', () => {
-			const result = getStoredSeriesVisibility('widget-1');
-
-			expect(result).toBeNull();
-			expect(localStorage.getItem).toHaveBeenCalledWith(storageKey);
-		});
-
-		it('returns null when widget has no stored dataIndex', () => {
-			const stored: GraphVisibilityState[] = [
-				{
-					name: 'widget-1',
-					dataIndex: [],
-				},
-			];
-
-			localStorage.setItem(storageKey, JSON.stringify(stored));
-
-			const result = getStoredSeriesVisibility('widget-1');
-
-			expect(result).toBeNull();
-		});
-
-		it('returns a Map of label to visibility when widget state exists', () => {
-			const stored: GraphVisibilityState[] = [
-				{
-					name: 'widget-1',
-					dataIndex: [
-						{ label: 'CPU', show: true },
-						{ label: 'Memory', show: false },
-					],
-				},
-				{
-					name: 'widget-2',
-					dataIndex: [{ label: 'Errors', show: true }],
-				},
-			];
-
-			localStorage.setItem(storageKey, JSON.stringify(stored));
-
-			const result = getStoredSeriesVisibility('widget-1');
-
-			expect(result).not.toBeNull();
-			expect(result instanceof Map).toBe(true);
-			expect(result?.get('CPU')).toBe(true);
-			expect(result?.get('Memory')).toBe(false);
-			expect(result?.get('Errors')).toBeUndefined();
-		});
-
-		it('returns null on malformed JSON in localStorage', () => {
-			localStorage.setItem(storageKey, '{invalid-json');
-
-			const result = getStoredSeriesVisibility('widget-1');
-
-			expect(result).toBeNull();
-		});
-
-		it('returns null when widget id is not found', () => {
-			const stored: GraphVisibilityState[] = [
-				{
-					name: 'another-widget',
-					dataIndex: [{ label: 'CPU', show: true }],
-				},
-			];
-
-			localStorage.setItem(storageKey, JSON.stringify(stored));
-
-			const result = getStoredSeriesVisibility('widget-1');
-
-			expect(result).toBeNull();
-		});
-	});
-
-	describe('updateSeriesVisibilityToLocalStorage', () => {
-		it('creates new visibility state when none exists', () => {
-			const seriesVisibility = [
-				{ label: 'CPU', show: true },
-				{ label: 'Memory', show: false },
-			];
-
-			updateSeriesVisibilityToLocalStorage('widget-1', seriesVisibility);
-
-			const stored = getStoredSeriesVisibility('widget-1');
-
-			expect(stored).not.toBeNull();
-			expect(stored!.get('CPU')).toBe(true);
-			expect(stored!.get('Memory')).toBe(false);
-		});
-
-		it('adds a new widget entry when other widgets already exist', () => {
-			const existing: GraphVisibilityState[] = [
-				{
-					name: 'widget-existing',
-					dataIndex: [{ label: 'Errors', show: true }],
-				},
-			];
-			localStorage.setItem(storageKey, JSON.stringify(existing));
-
-			const newVisibility = [{ label: 'CPU', show: false }];
-
-			updateSeriesVisibilityToLocalStorage('widget-new', newVisibility);
-
-			const stored = getStoredSeriesVisibility('widget-new');
-
-			expect(stored).not.toBeNull();
-			expect(stored!.get('CPU')).toBe(false);
-		});
-
-		it('updates existing widget visibility when entry already exists', () => {
-			const initialVisibility: GraphVisibilityState[] = [
-				{
-					name: 'widget-1',
-					dataIndex: [
-						{ label: 'CPU', show: true },
-						{ label: 'Memory', show: true },
-					],
-				},
-			];
-
-			localStorage.setItem(storageKey, JSON.stringify(initialVisibility));
-
-			const updatedVisibility = [
-				{ label: 'CPU', show: false },
-				{ label: 'Memory', show: true },
-			];
-
-			updateSeriesVisibilityToLocalStorage('widget-1', updatedVisibility);
-
-			const stored = getStoredSeriesVisibility('widget-1');
-
-			expect(stored).not.toBeNull();
-			expect(stored!.get('CPU')).toBe(false);
-			expect(stored!.get('Memory')).toBe(true);
-		});
-
-		it('silently handles malformed existing JSON without throwing', () => {
-			localStorage.setItem(storageKey, '{invalid-json');
-
-			expect(() =>
-				updateSeriesVisibilityToLocalStorage('widget-1', [
-					{ label: 'CPU', show: true },
-				]),
-			).not.toThrow();
-		});
-	});
-});

frontend/src/container/LogDetailedView/TableView/TableViewActions.styles.scss

@@ -35,10 +35,10 @@
 		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
 		backdrop-filter: blur(20px);
 		padding: 0px;
-		.more-filter-actions {
+		.group-by-clause {
 			display: flex;
 			align-items: center;
-			gap: 8px;
+			gap: 4px;
 			color: var(--bg-vanilla-400);
 			font-family: Inter;
 			font-size: 14px;
@@ -53,7 +53,7 @@
 			}
 		}
 
-		.more-filter-actions:hover {
+		.group-by-clause:hover {
 			background-color: unset !important;
 		}
 	}
@@ -65,7 +65,7 @@
 			border: 1px solid var(--bg-vanilla-400);
 			background: var(--bg-vanilla-100) !important;
 
-			.more-filter-actions {
+			.group-by-clause {
 				color: var(--bg-ink-400);
 			}
 		}

frontend/src/container/LogDetailedView/TableView/TableViewActions.tsx

@@ -1,5 +1,4 @@
 /* eslint-disable sonarjs/no-duplicate-string */
-/* eslint-disable sonarjs/cognitive-complexity */
 import React, { useCallback, useMemo, useState } from 'react';
 import { useLocation } from 'react-router-dom';
 import { Color } from '@signozhq/design-tokens';
@@ -17,12 +16,7 @@ import { MetricsType } from 'container/MetricsApplication/constant';
 import { useGetSearchQueryParam } from 'hooks/queryBuilder/useGetSearchQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { ICurrentQueryData } from 'hooks/useHandleExplorerTabChange';
-import {
-	ArrowDownToDot,
-	ArrowUpFromDot,
-	Ellipsis,
-	RefreshCw,
-} from 'lucide-react';
+import { ArrowDownToDot, ArrowUpFromDot, Ellipsis } from 'lucide-react';
 import { ExplorerViews } from 'pages/LogsExplorer/utils';
 import { useTimezone } from 'providers/Timezone';
 import {
@@ -211,70 +205,6 @@ export default function TableViewActions(
 		viewName,
 	]);
 
-	const handleReplaceFilter = useCallback((): void => {
-		if (!stagedQuery) {
-			return;
-		}
-		const normalizedDataType: DataTypes | undefined =
-			dataType && Object.values(DataTypes).includes(dataType as DataTypes)
-				? (dataType as DataTypes)
-				: undefined;
-
-		const updatedQuery = updateQueriesData(
-			stagedQuery,
-			'queryData',
-			(item, index) => {
-				// Only replace filters for index 0
-				if (index === 0) {
-					const newFilterItem: BaseAutocompleteData = {
-						key: fieldFilterKey,
-						type: fieldType || '',
-						dataType: normalizedDataType,
-					};
-
-					// Create new filter items array with single IN filter
-					const newFilters = {
-						items: [
-							{
-								id: '',
-								key: newFilterItem,
-								op: OPERATORS.IN,
-								value: [parseFieldValue(fieldData.value)],
-							},
-						],
-						op: 'AND',
-					};
-
-					// Clear the expression and update filters
-					return {
-						...item,
-						filters: newFilters,
-						filter: { expression: '' },
-					};
-				}
-
-				return item;
-			},
-		);
-
-		const queryData: ICurrentQueryData = {
-			name: viewName,
-			id: updatedQuery.id,
-			query: updatedQuery,
-		};
-
-		handleChangeSelectedView?.(ExplorerViews.LIST, queryData);
-	}, [
-		stagedQuery,
-		updateQueriesData,
-		fieldFilterKey,
-		fieldType,
-		dataType,
-		fieldData,
-		handleChangeSelectedView,
-		viewName,
-	]);
-
 	// Memoize textToCopy computation
 	const textToCopy = useMemo(() => {
 		let text = fieldData.value;
@@ -397,21 +327,13 @@ export default function TableViewActions(
 								content={
 									<div>
 										<Button
-											className="more-filter-actions"
+											className="group-by-clause"
 											type="text"
 											icon={<GroupByIcon />}
 											onClick={handleGroupByAttribute}
 										>
 											Group By Attribute
 										</Button>
-										<Button
-											className="more-filter-actions"
-											type="text"
-											icon={<RefreshCw size={14} />}
-											onClick={handleReplaceFilter}
-										>
-											Replace filters with this value
-										</Button>
 									</div>
 								}
 								rootClassName="table-view-actions-content"
@@ -483,21 +405,13 @@ export default function TableViewActions(
 							content={
 								<div>
 									<Button
-										className="more-filter-actions"
+										className="group-by-clause"
 										type="text"
 										icon={<GroupByIcon />}
 										onClick={handleGroupByAttribute}
 									>
 										Group By Attribute
 									</Button>
-									<Button
-										className="more-filter-actions"
-										type="text"
-										icon={<RefreshCw size={14} />}
-										onClick={handleReplaceFilter}
-									>
-										Replace filters with this value
-									</Button>
 								</div>
 							}
 							rootClassName="table-view-actions-content"

frontend/src/container/PanelWrapper/constants.ts

@@ -1,5 +1,6 @@
 import { PANEL_TYPES } from 'constants/queryBuilder';
 
+import TimeSeriesPanel from '../DashboardContainer/visualization/panels/TimeSeriesPanel/TimeSeriesPanel';
 import HistogramPanelWrapper from './HistogramPanelWrapper';
 import ListPanelWrapper from './ListPanelWrapper';
 import PiePanelWrapper from './PiePanelWrapper';
@@ -8,7 +9,7 @@ import UplotPanelWrapper from './UplotPanelWrapper';
 import ValuePanelWrapper from './ValuePanelWrapper';
 
 export const PanelTypeVsPanelWrapper = {
-	[PANEL_TYPES.TIME_SERIES]: UplotPanelWrapper,
+	[PANEL_TYPES.TIME_SERIES]: TimeSeriesPanel,
 	[PANEL_TYPES.TABLE]: TablePanelWrapper,
 	[PANEL_TYPES.LIST]: ListPanelWrapper,
 	[PANEL_TYPES.VALUE]: ValuePanelWrapper,

frontend/src/lib/uPlotV2/components/Legend/Legend.tsx

@@ -5,8 +5,8 @@ import cx from 'classnames';
 import { LegendItem } from 'lib/uPlotV2/config/types';
 import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
 
-import { useLegendActions } from '../../hooks/useLegendActions';
 import { LegendPosition, LegendProps } from '../types';
+import { useLegendActions } from './useLegendActions';
 
 import './Legend.styles.scss';
 
@@ -106,7 +106,6 @@ export default function Legend({
 						placeholder="Search..."
 						value={legendSearchQuery}
 						onChange={(e): void => setLegendSearchQuery(e.target.value)}
-						data-testid="legend-search-input"
 						className="legend-search-input"
 					/>
 				</div>

frontend/src/lib/uPlotV2/components/__tests__/Legend.test.tsx

@@ -1,213 +0,0 @@
-import React from 'react';
-import { render, RenderResult, screen } from '@testing-library/react';
-import userEvent from '@testing-library/user-event';
-import { LegendItem } from 'lib/uPlotV2/config/types';
-import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
-
-import { useLegendActions } from '../../hooks/useLegendActions';
-import Legend from '../Legend/Legend';
-import { LegendPosition } from '../types';
-
-jest.mock('react-virtuoso', () => ({
-	VirtuosoGrid: ({
-		data,
-		itemContent,
-		className,
-	}: {
-		data: LegendItem[];
-		itemContent: (index: number, item: LegendItem) => React.ReactNode;
-		className?: string;
-	}): JSX.Element => (
-		<div data-testid="virtuoso-grid" className={className}>
-			{data.map((item, index) => (
-				<div key={item.seriesIndex ?? index} data-testid="legend-item-wrapper">
-					{itemContent(index, item)}
-				</div>
-			))}
-		</div>
-	),
-}));
-
-jest.mock('lib/uPlotV2/hooks/useLegendsSync');
-jest.mock('lib/uPlotV2/hooks/useLegendActions');
-
-const mockUseLegendsSync = useLegendsSync as jest.MockedFunction<
-	typeof useLegendsSync
->;
-const mockUseLegendActions = useLegendActions as jest.MockedFunction<
-	typeof useLegendActions
->;
-
-describe('Legend', () => {
-	const baseLegendItemsMap = {
-		0: {
-			seriesIndex: 0,
-			label: 'A',
-			show: true,
-			color: '#ff0000',
-		},
-		1: {
-			seriesIndex: 1,
-			label: 'B',
-			show: false,
-			color: '#00ff00',
-		},
-		2: {
-			seriesIndex: 2,
-			label: 'C',
-			show: true,
-			color: '#0000ff',
-		},
-	};
-
-	let onLegendClick: jest.Mock;
-	let onLegendMouseMove: jest.Mock;
-	let onLegendMouseLeave: jest.Mock;
-	let onFocusSeries: jest.Mock;
-
-	beforeEach(() => {
-		onLegendClick = jest.fn();
-		onLegendMouseMove = jest.fn();
-		onLegendMouseLeave = jest.fn();
-		onFocusSeries = jest.fn();
-
-		mockUseLegendsSync.mockReturnValue({
-			legendItemsMap: baseLegendItemsMap,
-			focusedSeriesIndex: 1,
-			setFocusedSeriesIndex: jest.fn(),
-		});
-
-		mockUseLegendActions.mockReturnValue({
-			onLegendClick,
-			onLegendMouseMove,
-			onLegendMouseLeave,
-			onFocusSeries,
-		});
-	});
-
-	afterEach(() => {
-		jest.clearAllMocks();
-	});
-
-	const renderLegend = (position?: LegendPosition): RenderResult =>
-		render(
-			<Legend
-				position={position}
-				// config is not used directly in the component, it's consumed by the mocked hook
-				config={{} as any}
-			/>,
-		);
-
-	describe('layout and position', () => {
-		it('renders search input when position is RIGHT', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			expect(screen.getByTestId('legend-search-input')).toBeInTheDocument();
-		});
-
-		it('renders the marker with the correct color', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			const legendMarker = document.querySelector(
-				'[data-legend-item-id="0"] [data-is-legend-marker="true"]',
-			) as HTMLElement;
-
-			expect(legendMarker).toHaveStyle({
-				'border-color': '#ff0000',
-			});
-		});
-
-		it('does not render search input when position is BOTTOM (default)', () => {
-			renderLegend();
-
-			expect(screen.queryByTestId('legend-search-input')).not.toBeInTheDocument();
-		});
-
-		it('renders all legend items in the grid by default', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			expect(screen.getByTestId('virtuoso-grid')).toBeInTheDocument();
-			expect(screen.getByText('A')).toBeInTheDocument();
-			expect(screen.getByText('B')).toBeInTheDocument();
-			expect(screen.getByText('C')).toBeInTheDocument();
-		});
-	});
-
-	describe('search behavior (RIGHT position)', () => {
-		it('filters legend items based on search query (case-insensitive)', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			const searchInput = screen.getByTestId('legend-search-input');
-			await user.type(searchInput, 'A');
-
-			expect(screen.getByText('A')).toBeInTheDocument();
-			expect(screen.queryByText('B')).not.toBeInTheDocument();
-			expect(screen.queryByText('C')).not.toBeInTheDocument();
-		});
-
-		it('shows empty state when no legend items match the search query', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			const searchInput = screen.getByTestId('legend-search-input');
-			await user.type(searchInput, 'network');
-
-			expect(
-				screen.getByText(/No series found matching "network"/i),
-			).toBeInTheDocument();
-			expect(screen.queryByTestId('virtuoso-grid')).not.toBeInTheDocument();
-		});
-
-		it('does not filter or show empty state when search query is empty or only whitespace', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			const searchInput = screen.getByTestId('legend-search-input');
-			await user.type(searchInput, '   ');
-
-			expect(
-				screen.queryByText(/No series found matching/i),
-			).not.toBeInTheDocument();
-			expect(screen.getByText('A')).toBeInTheDocument();
-			expect(screen.getByText('B')).toBeInTheDocument();
-			expect(screen.getByText('C')).toBeInTheDocument();
-		});
-	});
-
-	describe('legend actions', () => {
-		it('calls onLegendClick when a legend item is clicked', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			await user.click(screen.getByText('A'));
-
-			expect(onLegendClick).toHaveBeenCalledTimes(1);
-		});
-
-		it('calls mouseMove when the mouse moves over a legend item', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			const legendItem = document.querySelector(
-				'[data-legend-item-id="0"]',
-			) as HTMLElement;
-
-			await user.hover(legendItem);
-
-			expect(onLegendMouseMove).toHaveBeenCalledTimes(1);
-		});
-
-		it('calls onLegendMouseLeave when the mouse leaves the legend container', async () => {
-			const user = userEvent.setup();
-			renderLegend(LegendPosition.RIGHT);
-
-			const container = document.querySelector('.legend-container') as HTMLElement;
-
-			await user.hover(container);
-			await user.unhover(container);
-
-			expect(onLegendMouseLeave).toHaveBeenCalledTimes(1);
-		});
-	});
-});

frontend/src/lib/uPlotV2/context/__tests__/PlotContext.test.tsx

@@ -1,318 +0,0 @@
-import { act, render } from '@testing-library/react';
-import { updateSeriesVisibilityToLocalStorage } from 'container/DashboardContainer/visualization/panels/utils/legendVisibilityUtils';
-import {
-	PlotContextProvider,
-	usePlotContext,
-} from 'lib/uPlotV2/context/PlotContext';
-import type uPlot from 'uplot';
-
-jest.mock(
-	'container/DashboardContainer/visualization/panels/utils/legendVisibilityUtils',
-	() => ({
-		updateSeriesVisibilityToLocalStorage: jest.fn(),
-	}),
-);
-
-const mockUpdateSeriesVisibilityToLocalStorage = updateSeriesVisibilityToLocalStorage as jest.MockedFunction<
-	typeof updateSeriesVisibilityToLocalStorage
->;
-
-interface MockSeries extends Partial<uPlot.Series> {
-	label?: string;
-	show?: boolean;
-}
-
-const createMockPlot = (series: MockSeries[] = []): uPlot =>
-	(({
-		series,
-		batch: jest.fn((fn: () => void) => fn()),
-		setSeries: jest.fn(),
-	} as unknown) as uPlot);
-
-const getPlotContext = (): ReturnType<typeof usePlotContext> => {
-	let ctx: ReturnType<typeof usePlotContext> | null = null;
-
-	const Consumer = (): JSX.Element => {
-		// eslint-disable-next-line react-hooks/rules-of-hooks
-		ctx = usePlotContext();
-		return <div data-testid="consumer" />;
-	};
-
-	render(
-		<PlotContextProvider>
-			<Consumer />
-		</PlotContextProvider>,
-	);
-
-	if (!ctx) {
-		throw new Error('Context was not captured');
-	}
-
-	return ctx;
-};
-
-describe('PlotContext', () => {
-	afterEach(() => {
-		jest.clearAllMocks();
-	});
-
-	it('throws when usePlotContext is used outside provider', () => {
-		const Consumer = (): JSX.Element => {
-			// eslint-disable-next-line react-hooks/rules-of-hooks
-			usePlotContext();
-			return <div />;
-		};
-
-		expect(() => render(<Consumer />)).toThrow(
-			'Should be used inside the context',
-		);
-	});
-
-	it('syncSeriesVisibilityToLocalStorage does nothing without plot or widgetId', () => {
-		const ctx = getPlotContext();
-
-		act(() => {
-			ctx.syncSeriesVisibilityToLocalStorage();
-		});
-
-		expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
-	});
-
-	it('syncSeriesVisibilityToLocalStorage serializes series visibility to localStorage helper', () => {
-		const plot = createMockPlot([
-			{ label: 'x-axis', show: true },
-			{ label: 'CPU', show: true },
-			{ label: 'Memory', show: false },
-		]);
-
-		const ctx = getPlotContext();
-
-		act(() => {
-			ctx.setPlotContextInitialState({
-				uPlotInstance: plot,
-				widgetId: 'widget-123',
-				shouldSaveSelectionPreference: true,
-			});
-		});
-
-		act(() => {
-			ctx.syncSeriesVisibilityToLocalStorage();
-		});
-
-		expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
-		expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
-			'widget-123',
-			[
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-				{ label: 'Memory', show: false },
-			],
-		);
-	});
-
-	describe('onToggleSeriesVisibility', () => {
-		it('does nothing when plot instance is not set', () => {
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.onToggleSeriesVisibility(1);
-			});
-
-			// No errors and no calls to localStorage helper
-			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
-		});
-
-		it('highlights a single series and saves visibility when preferences are enabled', () => {
-			const series: MockSeries[] = [
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-				{ label: 'Memory', show: true },
-			];
-			const plot = createMockPlot(series);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-visibility',
-					shouldSaveSelectionPreference: true,
-				});
-			});
-
-			act(() => {
-				ctx.onToggleSeriesVisibility(1);
-			});
-
-			const setSeries = (plot.setSeries as jest.Mock).mock.calls;
-
-			// index 0 is skipped, so we expect calls for 1 and 2
-			expect(setSeries).toEqual([
-				[1, { show: true }],
-				[2, { show: false }],
-			]);
-
-			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
-			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
-				'widget-visibility',
-				[
-					{ label: 'x-axis', show: true },
-					{ label: 'CPU', show: true },
-					{ label: 'Memory', show: true },
-				],
-			);
-		});
-
-		it('resets visibility for all series when toggling the same index again', () => {
-			const series: MockSeries[] = [
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-				{ label: 'Memory', show: true },
-			];
-			const plot = createMockPlot(series);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-reset',
-					shouldSaveSelectionPreference: true,
-				});
-			});
-
-			act(() => {
-				ctx.onToggleSeriesVisibility(1);
-			});
-
-			(plot.setSeries as jest.Mock).mockClear();
-
-			act(() => {
-				ctx.onToggleSeriesVisibility(1);
-			});
-
-			const setSeries = (plot.setSeries as jest.Mock).mock.calls;
-
-			// After reset, all non-zero series should be shown
-			expect(setSeries).toEqual([
-				[1, { show: true }],
-				[2, { show: true }],
-			]);
-		});
-	});
-
-	describe('onToggleSeriesOnOff', () => {
-		it('does nothing when plot instance is not set', () => {
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.onToggleSeriesOnOff(1);
-			});
-
-			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
-		});
-
-		it('toggles series show flag and saves visibility when preferences are enabled', () => {
-			const series: MockSeries[] = [
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-			];
-			const plot = createMockPlot(series);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-toggle',
-					shouldSaveSelectionPreference: true,
-				});
-			});
-
-			act(() => {
-				ctx.onToggleSeriesOnOff(1);
-			});
-
-			expect(plot.setSeries).toHaveBeenCalledWith(1, { show: false });
-			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
-			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
-				'widget-toggle',
-				expect.any(Array),
-			);
-		});
-
-		it('does not toggle when target series does not exist', () => {
-			const series: MockSeries[] = [{ label: 'x-axis', show: true }];
-			const plot = createMockPlot(series);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-missing-series',
-					shouldSaveSelectionPreference: true,
-				});
-			});
-
-			act(() => {
-				ctx.onToggleSeriesOnOff(5);
-			});
-
-			expect(plot.setSeries).not.toHaveBeenCalled();
-			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
-		});
-
-		it('does not persist visibility when preferences flag is disabled', () => {
-			const series: MockSeries[] = [
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-			];
-			const plot = createMockPlot(series);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-no-persist',
-					shouldSaveSelectionPreference: false,
-				});
-			});
-
-			act(() => {
-				ctx.onToggleSeriesOnOff(1);
-			});
-
-			expect(plot.setSeries).toHaveBeenCalledWith(1, { show: false });
-			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
-		});
-	});
-
-	describe('onFocusSeries', () => {
-		it('does nothing when plot instance is not set', () => {
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.onFocusSeries(1);
-			});
-		});
-
-		it('sets focus on the given series index', () => {
-			const plot = createMockPlot([
-				{ label: 'x-axis', show: true },
-				{ label: 'CPU', show: true },
-			]);
-			const ctx = getPlotContext();
-
-			act(() => {
-				ctx.setPlotContextInitialState({
-					uPlotInstance: plot,
-					widgetId: 'widget-focus',
-					shouldSaveSelectionPreference: false,
-				});
-			});
-
-			act(() => {
-				ctx.onFocusSeries(1);
-			});
-
-			expect(plot.setSeries).toHaveBeenCalledWith(1, { focus: true }, false);
-		});
-	});
-});

frontend/src/lib/uPlotV2/hooks/__tests__/useLegendActions.test.ts

@@ -1,218 +0,0 @@
-import React from 'react';
-import { render, screen } from '@testing-library/react';
-import userEvent from '@testing-library/user-event';
-import { UserEvent } from '@testing-library/user-event/dist/types/setup/setup';
-import { usePlotContext } from 'lib/uPlotV2/context/PlotContext';
-import { useLegendActions } from 'lib/uPlotV2/hooks/useLegendActions';
-
-jest.mock('lib/uPlotV2/context/PlotContext');
-
-const mockUsePlotContext = usePlotContext as jest.MockedFunction<
-	typeof usePlotContext
->;
-
-describe('useLegendActions', () => {
-	let onToggleSeriesVisibility: jest.Mock;
-	let onToggleSeriesOnOff: jest.Mock;
-	let onFocusSeriesPlot: jest.Mock;
-	let setPlotContextInitialState: jest.Mock;
-	let syncSeriesVisibilityToLocalStorage: jest.Mock;
-	let setFocusedSeriesIndexMock: jest.Mock;
-	let cancelAnimationFrameMock: jest.Mock;
-	let user: UserEvent;
-
-	beforeAll(() => {
-		user = userEvent.setup();
-		cancelAnimationFrameMock = jest.fn();
-		(global as any).cancelAnimationFrame = cancelAnimationFrameMock;
-		(global as any).requestAnimationFrame = (
-			cb: FrameRequestCallback,
-		): number => {
-			cb(0);
-			return 1;
-		};
-	});
-
-	beforeEach(() => {
-		onToggleSeriesVisibility = jest.fn();
-		onToggleSeriesOnOff = jest.fn();
-		onFocusSeriesPlot = jest.fn();
-		setPlotContextInitialState = jest.fn();
-		syncSeriesVisibilityToLocalStorage = jest.fn();
-		setFocusedSeriesIndexMock = jest.fn();
-
-		mockUsePlotContext.mockReturnValue({
-			onToggleSeriesVisibility,
-			onToggleSeriesOnOff,
-			onFocusSeries: onFocusSeriesPlot,
-			setPlotContextInitialState,
-			syncSeriesVisibilityToLocalStorage,
-		});
-
-		cancelAnimationFrameMock.mockClear();
-	});
-
-	const TestLegendActionsComponent = ({
-		focusedSeriesIndex,
-	}: {
-		focusedSeriesIndex: number | null;
-	}): JSX.Element => {
-		const {
-			onLegendClick,
-			onLegendMouseMove,
-			onLegendMouseLeave,
-		} = useLegendActions({
-			setFocusedSeriesIndex: setFocusedSeriesIndexMock,
-			focusedSeriesIndex,
-		});
-
-		return React.createElement(
-			'div',
-			{
-				'data-testid': 'legend-container',
-				onClick: onLegendClick,
-				onMouseMove: onLegendMouseMove,
-				onMouseLeave: onLegendMouseLeave,
-			},
-			React.createElement(
-				'div',
-				{ 'data-testid': 'no-legend-target' },
-				'No legend',
-			),
-			React.createElement(
-				'div',
-				{ 'data-legend-item-id': '0' },
-				React.createElement('div', {
-					'data-testid': 'marker-0',
-					'data-is-legend-marker': 'true',
-				} as any),
-				React.createElement('div', { 'data-testid': 'label-0' }, 'Series 0'),
-			),
-			React.createElement(
-				'div',
-				{ 'data-legend-item-id': '1' },
-				React.createElement('div', {
-					'data-testid': 'marker-1',
-					'data-is-legend-marker': 'true',
-				} as any),
-				React.createElement('div', { 'data-testid': 'label-1' }, 'Series 1'),
-			),
-		);
-	};
-
-	describe('onLegendClick', () => {
-		it('toggles series visibility when clicking on legend label', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.click(screen.getByTestId('label-0'));
-
-			expect(onToggleSeriesVisibility).toHaveBeenCalledTimes(1);
-			expect(onToggleSeriesVisibility).toHaveBeenCalledWith(0);
-			expect(onToggleSeriesOnOff).not.toHaveBeenCalled();
-		});
-
-		it('toggles series on/off when clicking on marker', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.click(screen.getByTestId('marker-0'));
-
-			expect(onToggleSeriesOnOff).toHaveBeenCalledTimes(1);
-			expect(onToggleSeriesOnOff).toHaveBeenCalledWith(0);
-			expect(onToggleSeriesVisibility).not.toHaveBeenCalled();
-		});
-
-		it('does nothing when click target is not inside a legend item', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.click(screen.getByTestId('no-legend-target'));
-
-			expect(onToggleSeriesOnOff).not.toHaveBeenCalled();
-			expect(onToggleSeriesVisibility).not.toHaveBeenCalled();
-		});
-	});
-
-	describe('onFocusSeries', () => {
-		it('schedules focus update and calls plot focus handler via mouse move', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.hover(screen.getByTestId('label-0'));
-
-			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(0);
-			expect(onFocusSeriesPlot).toHaveBeenCalledWith(0);
-		});
-
-		it('cancels previous animation frame before scheduling new one on subsequent mouse moves', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.hover(screen.getByTestId('label-0'));
-			await user.hover(screen.getByTestId('label-1'));
-
-			expect(cancelAnimationFrameMock).toHaveBeenCalled();
-		});
-	});
-
-	describe('onLegendMouseMove', () => {
-		it('focuses new series when hovering over different legend item', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: 0,
-				}),
-			);
-
-			await user.hover(screen.getByTestId('label-1'));
-
-			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(1);
-			expect(onFocusSeriesPlot).toHaveBeenCalledWith(1);
-		});
-
-		it('does nothing when hovering over already focused series', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: 1,
-				}),
-			);
-
-			await user.hover(screen.getByTestId('label-1'));
-
-			expect(setFocusedSeriesIndexMock).not.toHaveBeenCalled();
-			expect(onFocusSeriesPlot).not.toHaveBeenCalled();
-		});
-	});
-
-	describe('onLegendMouseLeave', () => {
-		it('cancels pending animation frame and clears focus state', async () => {
-			render(
-				React.createElement(TestLegendActionsComponent, {
-					focusedSeriesIndex: null,
-				}),
-			);
-
-			await user.hover(screen.getByTestId('label-0'));
-			await user.unhover(screen.getByTestId('legend-container'));
-
-			expect(cancelAnimationFrameMock).toHaveBeenCalled();
-			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(null);
-			expect(onFocusSeriesPlot).toHaveBeenCalledWith(null);
-		});
-	});
-});

frontend/src/lib/uPlotV2/hooks/__tests__/useLegendsSync.test.ts

@@ -1,235 +0,0 @@
-import React, { useEffect } from 'react';
-import { act, cleanup, render } from '@testing-library/react';
-import type { LegendItem } from 'lib/uPlotV2/config/types';
-import type { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
-
-describe('useLegendsSync', () => {
-	let requestAnimationFrameSpy: jest.Mock<
-		number,
-		[callback: FrameRequestCallback]
-	>;
-	let cancelAnimationFrameSpy: jest.Mock<void, [handle: number]>;
-
-	beforeAll(() => {
-		requestAnimationFrameSpy = jest.fn((cb: FrameRequestCallback): number => {
-			cb(0);
-			return 1;
-		});
-
-		cancelAnimationFrameSpy = jest.fn();
-
-		(global as any).requestAnimationFrame = requestAnimationFrameSpy;
-		(global as any).cancelAnimationFrame = cancelAnimationFrameSpy;
-	});
-
-	afterEach(() => {
-		jest.clearAllMocks();
-		cleanup();
-	});
-
-	afterAll(() => {
-		jest.resetAllMocks();
-	});
-
-	type HookResult = ReturnType<typeof useLegendsSync>;
-	let latestHookValue: HookResult;
-
-	const createMockConfig = (
-		legendItems: Record<number, LegendItem>,
-	): {
-		config: UPlotConfigBuilder;
-		invokeSetSeries: (
-			seriesIndex: number | null,
-			opts: { show?: boolean; focus?: boolean },
-			fireHook?: boolean,
-		) => void;
-	} => {
-		let setSeriesHandler:
-			| ((u: uPlot, seriesIndex: number | null, opts: uPlot.Series) => void)
-			| null = null;
-
-		const config = ({
-			getLegendItems: jest.fn(() => legendItems),
-			addHook: jest.fn(
-				(
-					hookName: string,
-					handler: (
-						u: uPlot,
-						seriesIndex: number | null,
-						opts: uPlot.Series,
-					) => void,
-				) => {
-					if (hookName === 'setSeries') {
-						setSeriesHandler = handler;
-					}
-
-					return (): void => {
-						setSeriesHandler = null;
-					};
-				},
-			),
-		} as unknown) as UPlotConfigBuilder;
-
-		const invokeSetSeries = (
-			seriesIndex: number | null,
-			opts: { show?: boolean; focus?: boolean },
-		): void => {
-			if (setSeriesHandler) {
-				setSeriesHandler({} as uPlot, seriesIndex, { ...opts });
-			}
-		};
-
-		return { config, invokeSetSeries };
-	};
-
-	const TestComponent = ({
-		config,
-		subscribeToFocusChange,
-	}: {
-		config: UPlotConfigBuilder;
-		subscribeToFocusChange?: boolean;
-	}): JSX.Element => {
-		const value = useLegendsSync({ config, subscribeToFocusChange });
-		latestHookValue = value;
-
-		useEffect(() => {
-			latestHookValue = value;
-		}, [value]);
-
-		return React.createElement('div', { 'data-testid': 'hook-container' });
-	};
-
-	it('initializes legend items from config', () => {
-		const initialItems: Record<number, LegendItem> = {
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-			2: { seriesIndex: 2, label: 'Memory', show: false, color: '#0f0' },
-		};
-
-		const { config } = createMockConfig(initialItems);
-
-		render(
-			React.createElement(TestComponent, {
-				config,
-			}),
-		);
-
-		expect(config.getLegendItems).toHaveBeenCalledTimes(1);
-		expect(config.addHook).toHaveBeenCalledWith(
-			'setSeries',
-			expect.any(Function),
-		);
-
-		expect(latestHookValue.legendItemsMap).toEqual(initialItems);
-	});
-
-	it('updates focusedSeriesIndex when a series gains focus via setSeries by default', async () => {
-		const initialItems: Record<number, LegendItem> = {
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-		};
-
-		const { config, invokeSetSeries } = createMockConfig(initialItems);
-
-		render(
-			React.createElement(TestComponent, {
-				config,
-			}),
-		);
-
-		expect(latestHookValue.focusedSeriesIndex).toBeNull();
-
-		await act(async () => {
-			invokeSetSeries(1, { focus: true });
-		});
-
-		expect(latestHookValue.focusedSeriesIndex).toBe(1);
-	});
-
-	it('does not update focusedSeriesIndex when subscribeToFocusChange is false', () => {
-		const initialItems: Record<number, LegendItem> = {
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-		};
-
-		const { config, invokeSetSeries } = createMockConfig(initialItems);
-
-		render(
-			React.createElement(TestComponent, {
-				config,
-				subscribeToFocusChange: false,
-			}),
-		);
-
-		invokeSetSeries(1, { focus: true });
-
-		expect(latestHookValue.focusedSeriesIndex).toBeNull();
-	});
-
-	it('updates legendItemsMap visibility when show changes for a series', async () => {
-		const initialItems: Record<number, LegendItem> = {
-			0: { seriesIndex: 0, label: 'x-axis', show: true, color: '#000' },
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-		};
-
-		const { config, invokeSetSeries } = createMockConfig(initialItems);
-
-		render(
-			React.createElement(TestComponent, {
-				config,
-			}),
-		);
-
-		// Toggle visibility of series 1
-		await act(async () => {
-			invokeSetSeries(1, { show: false });
-		});
-
-		expect(latestHookValue.legendItemsMap[1].show).toBe(false);
-	});
-
-	it('ignores visibility updates for unknown legend items or unchanged show values', () => {
-		const initialItems: Record<number, LegendItem> = {
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-		};
-
-		const { config, invokeSetSeries } = createMockConfig(initialItems);
-
-		render(
-			React.createElement(TestComponent, {
-				config,
-			}),
-		);
-
-		const before = latestHookValue;
-
-		// Unknown series index
-		invokeSetSeries(5, { show: false });
-		// Unchanged visibility for existing item
-		invokeSetSeries(1, { show: true });
-
-		const after = latestHookValue;
-		expect(after.legendItemsMap).toEqual(before.legendItemsMap);
-	});
-
-	it('cancels pending visibility RAF on unmount', () => {
-		const initialItems: Record<number, LegendItem> = {
-			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
-		};
-
-		const { config, invokeSetSeries } = createMockConfig(initialItems);
-
-		// Override RAF to not immediately invoke callback so we can assert cancellation
-		requestAnimationFrameSpy.mockImplementationOnce(() => 42);
-
-		const { unmount } = render(
-			React.createElement(TestComponent, {
-				config,
-			}),
-		);
-
-		invokeSetSeries(1, { show: false });
-
-		unmount();
-
-		expect(cancelAnimationFrameSpy).toHaveBeenCalledWith(42);
-	});
-});

frontend/src/utils/docLinks.ts

@@ -6,8 +6,6 @@ const DOCLINKS = {
 		'https://signoz.io/docs/product-features/trace-explorer/?utm_source=product&utm_medium=traces-explorer-trace-tab#traces-view',
 	METRICS_EXPLORER_EMPTY_STATE:
 		'https://signoz.io/docs/userguide/send-metrics-cloud/',
-	EXTERNAL_API_MONITORING:
-		'https://signoz.io/docs/external-api-monitoring/overview/',
 };
 
 export default DOCLINKS;

pkg/querier/querier.go

@@ -278,7 +278,7 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 	var metricTemporality map[string]metrictypes.Temporality
 	if len(metricNames) > 0 {
 		var err error
-		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, req.Start, req.End, metricNames...)
+		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, metricNames...)
 		if err != nil {
 			q.logger.WarnContext(ctx, "failed to fetch metric temporality", "error", err, "metrics", metricNames)
 			// Continue without temporality - statement builder will handle unspecified

pkg/telemetrymetadata/metadata.go

@@ -1597,12 +1597,12 @@ func (t *telemetryMetaStore) GetAllValues(ctx context.Context, fieldValueSelecto
 	return values, complete, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
 	if metricName == "" {
 		return metrictypes.Unknown, errors.Newf(errors.TypeInternal, errors.CodeInternal, "metric name cannot be empty")
 	}
 
-	temporalityMap, err := t.FetchTemporalityMulti(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricName)
+	temporalityMap, err := t.FetchTemporalityMulti(ctx, metricName)
 	if err != nil {
 		return metrictypes.Unknown, err
 	}
@@ -1615,13 +1615,13 @@ func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRang
 	return temporality, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	if len(metricNames) == 0 {
 		return make(map[string]metrictypes.Temporality), nil
 	}
 
 	result := make(map[string]metrictypes.Temporality)
-	metricsTemporality, err := t.fetchMetricsTemporality(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
+	metricsTemporality, err := t.fetchMetricsTemporality(ctx, metricNames...)
 	if err != nil {
 		return nil, err
 	}
@@ -1630,12 +1630,8 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTim
 
 	// For metrics not found in the database, set to Unknown
 	for _, metricName := range metricNames {
-		if temporality, exists := metricsTemporality[metricName]; exists && len(temporality) > 0 {
-			if len(temporality) > 1 {
-				result[metricName] = metrictypes.Multiple
-			} else {
-				result[metricName] = temporality[0]
-			}
+		if temporality, exists := metricsTemporality[metricName]; exists {
+			result[metricName] = temporality
 			continue
 		}
 		if temporality, exists := meterMetricsTemporality[metricName]; exists {
@@ -1648,10 +1644,8 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTim
 	return result, nil
 }
 
-func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, error) {
-	result := make(map[string][]metrictypes.Temporality)
-
-	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, nil)
+func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+	result := make(map[string]metrictypes.Temporality)
 
 	// Build query to fetch temporality for all metrics
 	// We use attr_string_value where attr_name = '__temporality__'
@@ -1659,18 +1653,14 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryT
 	// and metric_name column contains temporality value, so we use the correct mapping
 	sb := sqlbuilder.Select(
 		"metric_name",
-		"temporality",
-	).
-		From(t.metricsDBName + "." + tsTableName)
+		"argMax(temporality, last_reported_unix_milli) as temporality",
+	).From(t.metricsDBName + "." + t.metricsFieldsTblName)
 
 	// Filter by metric names (in the temporality column due to data mix-up)
-	sb.Where(
-		sb.In("metric_name", metricNames),
-		sb.GTE("unix_milli", adjustedStartTs),
-		sb.LT("unix_milli", adjustedEndTs),
-	)
+	sb.Where(sb.In("metric_name", metricNames))
 
-	sb.GroupBy("metric_name", "temporality")
+	// Group by metric name to get one temporality per metric
+	sb.GroupBy("metric_name")
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 
@@ -1702,12 +1692,8 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryT
 			// Unknown or empty temporality
 			temporality = metrictypes.Unknown
 		}
-		if temporality != metrictypes.Unknown {
-			result[metricName] = append(result[metricName], temporality)
-		}
-	}
-	if err := rows.Err(); err != nil {
-		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "error iterating over metrics temporality rows")
+
+		result[metricName] = temporality
 	}
 
 	return result, nil

pkg/telemetrymetrics/statement_builder.go

@@ -21,10 +21,6 @@ const (
 	RateWithoutNegative     = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
 	IncreaseWithoutNegative = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value, ((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
 
-	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`
-
 	RateWithInterpolation = `
 		CASE 
 			WHEN row_number() OVER rate_window = 1 THEN 
@@ -381,7 +377,7 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 		sb.LTE("unix_milli", end),
 	)
 
-	if query.Aggregations[0].Temporality != metrictypes.Multiple && query.Aggregations[0].Temporality != metrictypes.Unknown {
+	if query.Aggregations[0].Temporality != metrictypes.Unknown {
 		sb.Where(sb.ILike("temporality", query.Aggregations[0].Temporality.StringValue()))
 	}
 
@@ -411,10 +407,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggregationCTE(
 ) (string, []any, error) {
 	if query.Aggregations[0].Temporality == metrictypes.Delta {
 		return b.buildTemporalAggDelta(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
-	} else if query.Aggregations[0].Temporality != metrictypes.Multiple {
-		return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 	}
-	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+	return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
@@ -534,58 +528,6 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 }
 
-// because RateInterpolation is not enabled anywhere due to some gaps in the logic wrt cache handling, it hasn't been considered for the multi temporality
-func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
-	_ context.Context,
-	start, end uint64,
-	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	timeSeriesCTE string,
-	timeSeriesCTEArgs []any,
-) (string, []any, error) {
-	stepSec := int64(query.StepInterval.Seconds())
-	sb := sqlbuilder.NewSelectBuilder()
-
-	sb.SelectMore(fmt.Sprintf(
-		"toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(%d)) AS ts",
-		stepSec,
-	))
-	for _, g := range query.GroupBy {
-		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
-	}
-
-	aggForDeltaTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	aggForCumulativeTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
-		aggForDeltaTemporality = fmt.Sprintf("%s/%d", aggForDeltaTemporality, stepSec)
-	}
-
-	switch query.Aggregations[0].TimeAggregation {
-	case metrictypes.TimeAggregationRate:
-		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, aggForCumulativeTemporality, aggForCumulativeTemporality, start)
-		sb.SelectMore(rateExpr)
-	case metrictypes.TimeAggregationIncrease:
-		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, start)
-		sb.SelectMore(increaseExpr)
-	default:
-		expr := fmt.Sprintf(OthersMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality)
-		sb.SelectMore(expr)
-	}
-
-	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
-	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
-	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
-	sb.Where(
-		sb.In("metric_name", query.Aggregations[0].MetricName),
-		sb.GTE("unix_milli", start),
-		sb.LT("unix_milli", end),
-	)
-	sb.GroupBy("fingerprint", "ts", "temporality")
-	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
-	queryWithoutWindow, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, timeSeriesCTEArgs...)
-	queryWithWindowAndOrder := queryWithoutWindow + " WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint ASC, ts ASC) ORDER BY ts"
-	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", queryWithWindowAndOrder), args, nil
-}
-
 func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ context.Context,
 	_ uint64,

pkg/types/integration.go

@@ -151,8 +151,7 @@ func (c *AccountConfig) Value() (driver.Value, error) {
 	if err != nil {
 		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't serialize cloud account config to JSON")
 	}
-	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
-	return string(serialized), nil
+	return serialized, nil
 }
 
 type AgentReport struct {
@@ -187,8 +186,7 @@ func (r *AgentReport) Value() (driver.Value, error) {
 			err, errors.CodeInternal, "couldn't serialize agent report to JSON",
 		)
 	}
-	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
-	return string(serialized), nil
+	return serialized, nil
 }
 
 type CloudIntegrationService struct {
@@ -242,6 +240,5 @@ func (c *CloudServiceConfig) Value() (driver.Value, error) {
 			err, errors.CodeInternal, "couldn't serialize cloud service config to JSON",
 		)
 	}
-	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
-	return string(serialized), nil
+	return serialized, nil
 }

pkg/types/metrictypes/metrictypes.go

@@ -19,7 +19,6 @@ var (
 	Cumulative  = Temporality{valuer.NewString("cumulative")}
 	Unspecified = Temporality{valuer.NewString("unspecified")}
 	Unknown     = Temporality{valuer.NewString("")}
-	Multiple    = Temporality{valuer.NewString("__multiple__")}
 )
 
 func (t Temporality) Value() (driver.Value, error) {

pkg/types/telemetrytypes/store.go

@@ -27,10 +27,10 @@ type MetadataStore interface {
 	GetAllValues(ctx context.Context, fieldValueSelector *FieldValueSelector) (*TelemetryFieldValues, bool, error)
 
 	// FetchTemporality fetches the temporality for metric
-	FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error)
+	FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error)
 
 	// FetchTemporalityMulti fetches the temporality for multiple metrics
-	FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)
+	FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error)
 
 	// ListLogsJSONIndexes lists the JSON indexes for the logs table.
 	ListLogsJSONIndexes(ctx context.Context, filters ...string) (map[string][]schemamigrator.Index, error)

pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go

@@ -265,7 +265,7 @@ func (m *MockMetadataStore) SetAllValues(lookupKey string, values *telemetrytype
 }
 
 // FetchTemporality fetches the temporality for a metric
-func (m *MockMetadataStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
 	if temporality, exists := m.TemporalityMap[metricName]; exists {
 		return temporality, nil
 	}
@@ -273,7 +273,7 @@ func (m *MockMetadataStore) FetchTemporality(ctx context.Context, queryTimeRange
 }
 
 // FetchTemporalityMulti fetches the temporality for multiple metrics
-func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	result := make(map[string]metrictypes.Temporality)
 
 	for _, metricName := range metricNames {

tests/integration/conftest.py

@@ -20,7 +20,6 @@ pytest_plugins = [
     "fixtures.idputils",
     "fixtures.notification_channel",
     "fixtures.alerts",
-    "fixtures.cloudintegrations",
 ]
 
 

tests/integration/fixtures/cloudintegrations.py

@@ -1,88 +0,0 @@
-"""Fixtures for cloud integration tests."""
-from typing import Callable, Optional
-from http import HTTPStatus
-
-import pytest
-import requests
-
-from fixtures import types
-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,
-    signoz: types.SigNoz,
-) -> Callable[[str, str], dict]:
-    created_account_id: Optional[str] = None
-    cloud_provider_used: Optional[str] = None
-
-    def _create(
-        admin_token: str,
-        cloud_provider: str = "aws",
-    ) -> dict:
-        nonlocal created_account_id, cloud_provider_used
-        endpoint = (
-            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
-        )
-
-        request_payload = {
-            "account_config": {"regions": ["us-east-1"]},
-            "agent_config": {
-                "region": "us-east-1",
-                "ingestion_url": "https://ingest.test.signoz.cloud",
-                "ingestion_key": "test-ingestion-key-123456",
-                "signoz_api_url": "https://test-deployment.test.signoz.cloud",
-                "signoz_api_key": "test-api-key-789",
-                "version": "v0.0.8",
-            },
-        }
-
-        response = requests.post(
-            signoz.self.host_configs["8080"].get(endpoint),
-            headers={"Authorization": f"Bearer {admin_token}"},
-            json=request_payload,
-            timeout=10,
-        )
-
-        assert (
-            response.status_code == HTTPStatus.OK
-        ), f"Failed to create test account: {response.status_code}"
-
-        data = response.json().get("data", response.json())
-        created_account_id = data.get("account_id")
-        cloud_provider_used = cloud_provider
-
-        return data
-
-    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"
-        )
-        return requests.post(
-            signoz.self.host_configs["8080"].get(disconnect_endpoint),
-            headers={"Authorization": f"Bearer {admin_token}"},
-            timeout=10,
-        )
-
-    # Yield factory to the test
-    yield _create
-
-    # Post-test cleanup: generate admin token and disconnect the created account
-    if created_account_id and cloud_provider_used:
-        get_token = request.getfixturevalue("get_token")
-        try:
-            admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-            r = _disconnect(admin_token, cloud_provider_used)
-            if r.status_code != HTTPStatus.OK:
-                logger.info(
-                    "Disconnect cleanup returned %s for account %s",
-                    r.status_code,
-                    created_account_id,
-                )
-            logger.info("Cleaned up test account: %s", created_account_id)
-        except Exception as exc:  # pylint: disable=broad-except
-            logger.info("Post-test disconnect cleanup failed: %s", exc)

tests/integration/fixtures/cloudintegrationsutils.py

@@ -1,46 +0,0 @@
-"""Fixtures for cloud integration tests."""
-from http import HTTPStatus
-
-import requests
-
-from fixtures import types
-from fixtures.logger import setup_logger
-
-logger = setup_logger(__name__)
-
-
-def simulate_agent_checkin(
-    signoz: types.SigNoz,
-    admin_token: str,
-    cloud_provider: str,
-    account_id: str,
-    cloud_account_id: str,
-) -> dict:
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/agent-check-in"
-
-    checkin_payload = {
-        "account_id": account_id,
-        "cloud_account_id": cloud_account_id,
-        "data": {},
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=checkin_payload,
-        timeout=10,
-    )
-
-    if response.status_code != HTTPStatus.OK:
-        logger.error(
-            "Agent check-in failed: %s, response: %s",
-            response.status_code,
-            response.text,
-        )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Agent check-in failed: {response.status_code}"
-
-    response_data = response.json()
-    return response_data.get("data", response_data)

tests/integration/fixtures/querier.py

@@ -52,7 +52,7 @@ def build_builder_query(
     time_aggregation: str,
     space_aggregation: str,
     *,
-    temporality: Optional[str] = None,
+    temporality: str = "cumulative",
     step_interval: int = DEFAULT_STEP_INTERVAL,
     group_by: Optional[List[str]] = None,
     filter_expression: Optional[str] = None,
@@ -65,6 +65,7 @@ def build_builder_query(
         "aggregations": [
             {
                 "metricName": metric_name,
+                "temporality": temporality,
                 "timeAggregation": time_aggregation,
                 "spaceAggregation": space_aggregation,
             }
@@ -72,8 +73,6 @@ def build_builder_query(
         "stepInterval": step_interval,
         "disabled": disabled,
     }
-    if temporality:
-        spec["aggregations"][0]["temporality"] = temporality
 
     if group_by:
         spec["groupBy"] = [

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

@@ -1,143 +0,0 @@
-from http import HTTPStatus
-from typing import Callable
-
-import pytest
-import requests
-
-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_generate_connection_url(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test to generate connection URL for AWS CloudFormation stack deployment."""
-
-    # 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"
-
-    # Prepare request payload
-    request_payload = {
-        "account_config": {"regions": ["us-east-1", "us-west-2"]},
-        "agent_config": {
-            "region": "us-east-1",
-            "ingestion_url": "https://ingest.test.signoz.cloud",
-            "ingestion_key": "test-ingestion-key-123456",
-            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
-            "signoz_api_key": "test-api-key-789",
-            "version": "v0.0.8",
-        },
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=request_payload,
-        timeout=10,
-    )
-
-    # Assert successful response
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}: {response.text}"
-
-    # Parse response JSON
-    response_data = response.json()
-
-    # Assert response structure contains expected data
-    assert "data" in response_data, "Response should contain 'data' field"
-
-    # Assert required fields in the response data
-    expected_fields = ["account_id", "connection_url"]
-
-    for field in expected_fields:
-        assert (
-            field in response_data["data"]
-        ), f"Response data should contain '{field}' field"
-
-    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 connection_url contains expected CloudFormation parameters
-    connection_url = data["connection_url"]
-
-    # Verify it's an AWS CloudFormation URL
-    assert (
-        "console.aws.amazon.com/cloudformation" in connection_url
-    ), "connection_url should be an AWS CloudFormation URL"
-
-    # Verify region is included
-    assert (
-        "region=us-east-1" in connection_url
-    ), "connection_url should contain the specified region"
-
-    # Verify required parameters are in the URL
-    required_params = [
-        "param_SigNozIntegrationAgentVersion=v0.0.8",
-        "param_SigNozApiUrl=https%3A%2F%2Ftest-deployment.test.signoz.cloud",
-        "param_SigNozApiKey=test-api-key-789",
-        "param_SigNozAccountId=",  # Will be a UUID
-        "param_IngestionUrl=https%3A%2F%2Fingest.test.signoz.cloud",
-        "param_IngestionKey=test-ingestion-key-123456",
-        "stackName=signoz-integration",
-        "templateURL=https%3A%2F%2Fsignoz-integrations.s3.us-east-1.amazonaws.com%2Faws-quickcreate-template-v0.0.8.json",
-    ]
-
-    for param in required_params:
-        assert (
-            param in connection_url
-        ), f"connection_url should contain parameter: {param}"
-
-
-def test_generate_connection_url_unsupported_provider(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test that unsupported cloud providers return an error."""
-    # Get authentication token for admin user
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    # Try with GCP (unsupported)
-    cloud_provider = "gcp"
-
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
-
-    request_payload = {
-        "account_config": {"regions": ["us-central1"]},
-        "agent_config": {
-            "region": "us-central1",
-            "ingestion_url": "https://ingest.test.signoz.cloud",
-            "ingestion_key": "test-ingestion-key-123456",
-            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
-            "signoz_api_key": "test-api-key-789",
-        },
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=request_payload,
-        timeout=10,
-    )
-
-    # Should return Bad Request for unsupported provider
-    assert (
-        response.status_code == HTTPStatus.BAD_REQUEST
-    ), f"Expected 400 for unsupported provider, got {response.status_code}"
-
-    response_data = response.json()
-    assert "error" in response_data, "Response should contain 'error' field"
-    assert (
-        "unsupported cloud provider" in response_data["error"].lower()
-    ), "Error message should indicate unsupported provider"

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

@@ -1,316 +0,0 @@
-from http import HTTPStatus
-from typing import Callable
-import uuid
-
-import pytest
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.logger import setup_logger
-from fixtures.cloudintegrations import (
-    create_cloud_integration_account,
-)
-from fixtures.cloudintegrationsutils import simulate_agent_checkin
-
-logger = setup_logger(__name__)
-
-
-def test_list_connected_accounts_empty(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test listing connected accounts when there are none."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    cloud_provider = "aws"
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
-
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    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"
-
-
-
-def test_list_connected_accounts_with_account(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test listing connected accounts after creating one."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    account_id = account_data["account_id"]
-
-    # 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)
-
-    # List accounts
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    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"
-
-    # Find our account in the list (there may be leftover accounts from previous test runs)
-    account = next((a for a in data["accounts"] if a["id"] == account_id), None)
-    assert account is not None, f"Account {account_id} should be found in list"
-    assert account["id"] == account_id, "Account ID should match"
-    assert "config" in account, "Account should have config field"
-    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
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test getting the status of a specific account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    # Create a test account (no check-in needed for status check)
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    account_id = account_data["account_id"]
-
-    # Get account status
-    endpoint = (
-        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/status"
-    )
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-    assert "id" in data, "Response should contain 'id' field"
-    assert data["id"] == account_id, "Account ID should match"
-    assert "status" in data, "Response should contain 'status' field"
-    assert "integration" in data["status"], "Status should contain 'integration' field"
-
-
-def test_get_account_status_not_found(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test getting status for a non-existent account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    cloud_provider = "aws"
-    fake_account_id = "00000000-0000-0000-0000-000000000000"
-
-    endpoint = (
-        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/status"
-    )
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.NOT_FOUND
-    ), f"Expected 404, got {response.status_code}"
-
-
-def test_update_account_config(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test updating account configuration."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    account_id = account_data["account_id"]
-
-    # 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)
-
-    # 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"]}
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=updated_config,
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-    assert "id" in data, "Response should contain 'id' field"
-    assert data["id"] == account_id, "Account ID should match"
-
-    # Verify the update by listing accounts
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        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)
-    assert account is not None, "Account should be found in list"
-    assert "config" in account, "Account should have config"
-    assert "regions" in account["config"], "Config should have regions"
-    assert len(account["config"]["regions"]) == 3, "Should have 3 regions"
-    assert set(account["config"]["regions"]) == {
-        "us-east-1",
-        "us-west-2",
-        "eu-west-1",
-    }, "Regions should match updated config"
-
-
-
-def test_disconnect_account(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test disconnecting an account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    account_id = account_data["account_id"]
-
-    # 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)
-
-    # Disconnect the account
-    endpoint = (
-        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/disconnect"
-    )
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    # Verify our specific account is no longer in the connected list
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_response_data = list_response.json()
-    list_data = list_response_data.get("data", list_response_data)
-
-    # Check that our specific account is not in the list
-    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"
-
-
-
-def test_disconnect_account_not_found(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test disconnecting a non-existent account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "aws"
-    fake_account_id = "00000000-0000-0000-0000-000000000000"
-
-    endpoint = (
-        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/disconnect"
-    )
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.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
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test listing accounts for an unsupported cloud provider."""
-
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "gcp"  # Unsupported provider
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
-
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.BAD_REQUEST
-    ), f"Expected 400, got {response.status_code}"

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

@@ -1,468 +0,0 @@
-from http import HTTPStatus
-from typing import Callable
-import uuid
-
-import pytest
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.logger import setup_logger
-from fixtures.cloudintegrations import (
-    create_cloud_integration_account,
-)
-from fixtures.cloudintegrationsutils import simulate_agent_checkin
-
-logger = setup_logger(__name__)
-
-
-def test_list_services_without_account(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test listing available services without specifying an account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "aws"
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-    assert "services" in data, "Response should contain 'services' field"
-    assert isinstance(data["services"], list), "Services should be a list"
-    assert len(data["services"]) > 0, "Should have at least one service available"
-
-    # Verify service structure
-    service = data["services"][0]
-    assert "id" in service, "Service should have 'id' field"
-    assert "title" in service, "Service should have 'title' field"
-    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
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test listing services for a specific connected account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account and do check-in
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    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)
-
-    # List services for the account
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services?cloud_account_id={cloud_account_id}"
-
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-    assert "services" in data, "Response should contain 'services' field"
-    assert isinstance(data["services"], list), "Services should be a list"
-    assert len(data["services"]) > 0, "Should have at least one service available"
-
-    # Services should include config field (may be null if not configured)
-    service = data["services"][0]
-    assert "id" in service, "Service should have 'id' field"
-    assert "title" in service, "Service should have 'title' field"
-    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
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test getting service details without specifying an account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "aws"
-    # First get the list of services to get a valid service ID
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_data = list_response.json().get("data", list_response.json())
-    assert len(list_data["services"]) > 0, "Should have at least one service"
-    service_id = list_data["services"][0]["id"]
-
-    # Get service details
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}"
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-
-    # Verify service details structure
-    assert "id" in data, "Service details should have 'id' field"
-    assert data["id"] == service_id, "Service ID should match requested ID"
-    assert "title" in data, "Service details should have 'title' field"
-    assert "overview" in data, "Service details should have 'overview' field"
-    # assert assets to had list of dashboards
-    assert "assets" in data, "Service details should have 'assets' field"
-    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
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test getting service details for a specific connected account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account and do check-in
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    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)
-
-    # Get list of services first
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_data = list_response.json().get("data", list_response.json())
-    assert len(list_data["services"]) > 0, "Should have at least one service"
-    service_id = list_data["services"][0]["id"]
-
-    # Get service details with account
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}?cloud_account_id={cloud_account_id}"
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-
-    # Verify service details structure
-    assert "id" in data, "Service details should have 'id' field"
-    assert data["id"] == service_id, "Service ID should match requested ID"
-    assert "title" in data, "Service details should have 'title' field"
-    assert "overview" in data, "Service details should have 'overview' field"
-    assert "assets" in data, "Service details should have 'assets' field"
-    assert "config" in data, "Service details should have 'config' field"
-    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
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test getting details for a non-existent service."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "aws"
-    fake_service_id = "non-existent-service"
-
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}"
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.NOT_FOUND
-    ), 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
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test listing services for an unsupported cloud provider."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "gcp"  # Unsupported provider
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.BAD_REQUEST
-    ), f"Expected 400, got {response.status_code}"
-
-
-
-def test_update_service_config(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test updating service configuration for a connected account."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account and do check-in
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    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)
-
-    # Get list of services to pick a valid service ID
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_data = list_response.json().get("data", list_response.json())
-    assert len(list_data["services"]) > 0, "Should have at least one service"
-    service_id = list_data["services"][0]["id"]
-
-    # Update service configuration
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
-
-    config_payload = {
-        "cloud_account_id": cloud_account_id,
-        "config": {
-            "metrics": {"enabled": True},
-            "logs": {"enabled": True},
-        },
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=config_payload,
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {response.status_code}"
-
-    response_data = response.json()
-    data = response_data.get("data", response_data)
-
-    # Verify response structure
-    assert "id" in data, "Response should contain 'id' field"
-    assert data["id"] == service_id, "Service ID should match"
-    assert "config" in data, "Response should contain 'config' field"
-    assert "metrics" in data["config"], "Config should contain 'metrics' field"
-    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
-    get_token: Callable[[str, str], str],
-) -> None:
-    """Test updating service config without a connected account should fail."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    cloud_provider = "aws"
-
-    # Get a valid service ID
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_data = list_response.json().get("data", list_response.json())
-    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"
-
-    fake_cloud_account_id = str(uuid.uuid4())
-    config_payload = {
-        "cloud_account_id": fake_cloud_account_id,
-        "config": {
-            "metrics": {"enabled": True},
-        },
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=config_payload,
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.INTERNAL_SERVER_ERROR
-    ), 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
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test updating config for a non-existent service should fail."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account and do check-in
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    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)
-
-    # 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"
-
-    config_payload = {
-        "cloud_account_id": cloud_account_id,
-        "config": {
-            "metrics": {"enabled": True},
-        },
-    }
-
-    response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=config_payload,
-        timeout=10,
-    )
-
-    assert (
-        response.status_code == HTTPStatus.NOT_FOUND
-    ), 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
-    get_token: Callable[[str, str], str],
-    create_cloud_integration_account: Callable,
-) -> None:
-    """Test disabling a service by updating config with enabled=false."""
-    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Create a test account and do check-in
-    cloud_provider = "aws"
-    account_data = create_cloud_integration_account(admin_token, cloud_provider)
-    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)
-
-    # Get a valid service
-    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
-    list_response = requests.get(
-        signoz.self.host_configs["8080"].get(list_endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        timeout=10,
-    )
-
-    list_data = list_response.json().get("data", list_response.json())
-    service_id = list_data["services"][0]["id"]
-
-    # First enable the service
-    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
-
-    enable_payload = {
-        "cloud_account_id": cloud_account_id,
-        "config": {
-            "metrics": {"enabled": True},
-        },
-    }
-
-    enable_response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=enable_payload,
-        timeout=10,
-    )
-
-    assert enable_response.status_code == HTTPStatus.OK, "Failed to enable service"
-
-    # Now disable the service
-    disable_payload = {
-        "cloud_account_id": cloud_account_id,
-        "config": {
-            "metrics": {"enabled": False},
-            "logs": {"enabled": False},
-        },
-    }
-
-    disable_response = requests.post(
-        signoz.self.host_configs["8080"].get(endpoint),
-        headers={"Authorization": f"Bearer {admin_token}"},
-        json=disable_payload,
-        timeout=10,
-    )
-
-    assert (
-        disable_response.status_code == HTTPStatus.OK
-    ), f"Expected 200, got {disable_response.status_code}"
-
-    response_data = disable_response.json()
-    data = response_data.get("data", response_data)
-
-    # Verify service is disabled
-    assert data["config"]["metrics"]["enabled"] is False, "Metrics should be disabled"
-    assert data["config"]["logs"]["enabled"] is False, "Logs should be disabled"

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

@@ -1,399 +0,0 @@
-"""
-Look at the multi_temporality_counters_1h.jsonl file for the relevant data
-"""
-
-import os
-from datetime import datetime, timedelta, timezone
-from http import HTTPStatus
-import random
-from typing import Any, Callable, List
-import pytest
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.metrics import Metrics
-from fixtures.querier import (
-    build_builder_query,
-    get_all_series,
-    get_series_values,
-    make_query_request,
-)
-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")
-
-@pytest.mark.parametrize(
-    "time_aggregation, expected_value_at_31st_minute, expected_value_at_32nd_minute, steady_value",
-    [
-        ("rate", 0.0167, 0.133, 0.0833),
-        ("increase", 2, 8, 5),
-    ],
-)
-def test_with_steady_values_and_reset(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_metrics: Callable[[List[Metrics]], None],
-    time_aggregation: str,
-    expected_value_at_31st_minute: float,
-    expected_value_at_32nd_minute: 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)
-    end_ms = int(now.timestamp() * 1000)
-    metric_name = f"test_{time_aggregation}_stale"
-
-    metrics = Metrics.load_from_file(
-        MULTI_TEMPORALITY_FILE,
-        base_time=now - timedelta(minutes=60),
-        metric_name_override=metric_name,
-    )
-    insert_metrics(metrics)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    query = build_builder_query(
-        "A",
-        metric_name,
-        time_aggregation,
-        "sum",
-        filter_expression='endpoint = "/orders"',
-    )
-
-    response = make_query_request(signoz, token, start_ms, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
-
-    data = response.json()
-    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    assert len(result_values) >= 59
-    # the counter reset happened at 31st minute
-    assert (
-        result_values[30]["value"] == expected_value_at_31st_minute
-    )
-    assert (
-        result_values[31]["value"] == expected_value_at_32nd_minute
-    )
-    assert (
-        result_values[39]["value"] == steady_value
-    ) # 39th minute is when cumulative shifts to delta
-    count_of_steady_rate = sum(1 for v in result_values if v["value"] == steady_value)
-    assert (
-        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']}"
-
-@pytest.mark.parametrize(
-    "time_aggregation, stable_health_value, stable_products_value, stable_checkout_value, spike_checkout_value, stable_orders_value, spike_users_value",
-    [
-        ("rate", 0.167, 0.333, 0.0167, 0.833, 0.0833, 0.0167),
-        ("increase", 10, 20, 1, 50, 5, 1),
-    ],
-)
-def test_group_by_endpoint(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_metrics: Callable[[List[Metrics]], None],
-    time_aggregation: str,
-    stable_health_value: float,
-    stable_products_value: float,
-    stable_checkout_value: float,
-    spike_checkout_value: float,
-    stable_orders_value: float,
-    spike_users_value: float,
-) -> None:
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
-    end_ms = int(now.timestamp() * 1000)
-    metric_name = f"test_{time_aggregation}_groupby"
-
-    metrics = Metrics.load_from_file(
-        MULTI_TEMPORALITY_FILE,
-        base_time=now - timedelta(minutes=60),
-        metric_name_override=metric_name,
-    )
-    insert_metrics(metrics)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    query = build_builder_query(
-        "A",
-        metric_name,
-        time_aggregation,
-        "sum",
-        group_by=["endpoint"],
-    )
-
-    response = make_query_request(signoz, token, start_ms, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
-
-    data = response.json()
-    all_series = get_all_series(data, "A")
-    # Should have 5 different endpoints
-    assert (
-        len(all_series) == 5
-    ), f"Expected 5 series for 5 endpoints, got {len(all_series)}"
-
-    # endpoint -> values
-    endpoint_values = {}
-    for series in all_series:
-        endpoint = series.get("labels", [{}])[0].get("value", "unknown")
-        values = sorted(series.get("values", []), key=lambda x: x["timestamp"])
-        endpoint_values[endpoint] = values
-
-    expected_endpoints = {"/products", "/health", "/checkout", "/orders", "/users"}
-    assert (
-        set(endpoint_values.keys()) == expected_endpoints
-    ), f"Expected endpoints {expected_endpoints}, got {set(endpoint_values.keys())}"
-
-    # at no point rate should be negative
-    for endpoint, values in endpoint_values.items():
-        for v in values:
-            assert (
-                v["value"] >= 0
-            ), f"Rate for {endpoint} should not be negative: {v['value']}"
-
-    # /health: 60 data points (t01-t60), steady +10/min
-    health_values = endpoint_values["/health"]
-    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) 
-    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']}"
-
-    # /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)
-
-    # most values should be stable, some boundary values differ due to 10-min gap
-    assert (
-        count_steady_products >= 46
-    ), 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]
-    for val in gap_boundary_values:
-        assert (
-            0 < val < stable_products_value
-        ), f"Gap boundary values should be between 0 and {stable_products_value}, got {val}"
-
-    # /checkout: 61 data points (t00-t60), +1/min normal, +50/min spike at t40-t44
-    checkout_values = endpoint_values["/checkout"]
-    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)
-    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)
-    assert (
-        count_spike_checkout >= 4
-    ), f"Expected >= 4 spike {time_aggregation} values ({spike_checkout_value}) for /checkout, got {count_spike_checkout}"
-
-    # spike values should be consecutive
-    spike_indices = [
-        i for i, v in enumerate(checkout_values) if v["value"] == spike_checkout_value
-    ]
-    assert len(spike_indices) >= 4, f"Expected >= 4 spike indices, got {spike_indices}"
-    # consecutiveness
-    for i in range(1, len(spike_indices)):
-        assert (
-            spike_indices[i] == spike_indices[i - 1] + 1
-        ), f"Spike indices should be consecutive, got {spike_indices}"
-
-    # /orders: 60 data points (t00-t60) with gap at t30, counter reset at t31 (150->2)
-    # reset at t31 causes: rate/increase at t30 includes gap (lower), t31 has high rate after reset
-    orders_values = endpoint_values["/orders"]
-    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)
-    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]
-    assert (
-        len(non_standard_orders) >= 2
-    ), f"Expected >= 2 non-standard values due to counter reset, got {non_standard_orders}"
-    # post-reset value should be higher (new counter value / interval)
-    high_rate_orders = [v for v in non_standard_orders if v > stable_orders_value]
-    assert (
-        len(high_rate_orders) >= 1
-    ), f"Expected at least one high {time_aggregation} value after counter reset, got {non_standard_orders}"
-
-    # /users: 56 data points (t05-t60), sparse +1 every 5 minutes
-    users_values = endpoint_values["/users"]
-    assert (
-        len(users_values) >= 54
-    ), f"Expected >= 54 values for /users, got {len(users_values)}"
-    count_zero_users = sum(1 for v in users_values if v["value"] == 0)
-    # most values should be 0 (flat periods between increments)
-    assert (
-        count_zero_users >= 40
-    ), f"Expected >= 40 zero {time_aggregation} values for /users (sparse data), got {count_zero_users}"
-    # non-zero values should be 0.0167 (1/60 increment rate)
-    non_zero_users = [v["value"] for v in users_values if v["value"] != 0]
-    count_increment_rate = sum(1 for v in non_zero_users if v == spike_users_value)
-    assert (
-        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",
-    [
-        ("rate", 0.183, 0.183, 0.25),
-        ("increase", 11, 12, 15),
-    ],
-)
-def test_for_service_with_switch(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_metrics: Callable[[List[Metrics]], None],
-    time_aggregation: str,
-    expected_value_at_30th_minute: float,
-    expected_value_at_31st_minute: 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)
-    end_ms = int(now.timestamp() * 1000)
-    metric_name = f"test_{time_aggregation}_count"
-
-    metrics = Metrics.load_from_file(
-        MULTI_TEMPORALITY_FILE,
-        base_time=now - timedelta(minutes=60),
-        metric_name_override=metric_name,
-    )
-    insert_metrics(metrics)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    query = build_builder_query(
-        "A",
-        metric_name,
-        time_aggregation,
-        "sum",
-        filter_expression='service = "api"',
-    )
-
-    response = make_query_request(signoz, token, start_ms, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
-
-    data = response.json()
-    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    assert len(result_values) >= 60
-    assert (
-        result_values[30]["value"] == expected_value_at_30th_minute #0.183
-    ) 
-    assert (
-        result_values[31]["value"] == expected_value_at_31st_minute # 0.183
-    )
-    assert (
-        result_values[38]["value"] == value_at_switch # 0.25
-    ) 
-    assert (
-        result_values[39]["value"] == value_at_switch # 0.25
-    ) # 39th minute is when cumulative shifts to delta
-    # 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']}"
-
-@pytest.mark.parametrize(
-    "time_aggregation, expected_value",
-    [
-        ("rate", 0.0122),
-        ("increase", 22),
-    ],
-)
-def test_for_week_long_time_range(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_metrics: Callable[[List[Metrics]], None],
-    time_aggregation: str,
-    expected_value: float,
-) -> None:
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-    start_ms = int((now - timedelta(days=7)).timestamp() * 1000)
-    end_ms = int(now.timestamp() * 1000)
-    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
-
-    metrics = Metrics.load_from_file(
-        MULTI_TEMPORALITY_FILE_10h,
-        base_time=now - timedelta(minutes=600),
-        metric_name_override=metric_name,
-    )
-    insert_metrics(metrics)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    query = build_builder_query(
-        "A",
-        metric_name,
-        time_aggregation,
-        "sum",
-    )
-
-    response = make_query_request(signoz, token, start_ms, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
-    data = response.json()
-    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    # the zeroth value may not cover the whole time range
-    for value in result_values[1:]:
-        assert value["value"] == expected_value
-
-@pytest.mark.parametrize(
-    "time_aggregation, expected_value",
-    [
-        ("rate", 0.0122),
-        ("increase", 110),
-    ],
-)
-def test_for_month_long_time_range(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_metrics: Callable[[List[Metrics]], None],
-    time_aggregation: str,
-    expected_value: float,
-) -> None:
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-    start_ms = int((now - timedelta(days=31)).timestamp() * 1000)
-    end_ms = int(now.timestamp() * 1000)
-    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
-
-    metrics = Metrics.load_from_file(
-        MULTI_TEMPORALITY_FILE_24h,
-        base_time=now - timedelta(minutes=1441),
-        metric_name_override=metric_name,
-    )
-    insert_metrics(metrics)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    query = build_builder_query(
-        "A",
-        metric_name,
-        time_aggregation,
-        "sum",
-    )
-
-    response = make_query_request(signoz, token, start_ms, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
-    data = response.json()
-    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
-    ## the zeroth and last values may not cover the whole 9000 seconds
-    for value in result_values[1:-1]:
-        assert value["value"] == expected_value

tests/integration/testdata/multi_temporality_counters_10h.jsonl

@@ -1,84 +0,0 @@
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