Merge branch 'main' into issue_5324

docs/api/openapi.yml

@@ -1364,6 +1364,7 @@ components:
       - appservice
       - containerapp
       - aks
+      - sqldatabase
       type: string
     CloudintegrationtypesServiceMetadata:
       properties:
@@ -12790,53 +12791,6 @@ paths:
       summary: Update a span mapper
       tags:
       - spanmapper
-  /api/v1/stats:
-    get:
-      deprecated: false
-      description: This endpoint returns the collected stats for the organization
-      operationId: GetStats
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    additionalProperties: {}
-                    type: object
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "401":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Unauthorized
-        "403":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Forbidden
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: Get stats
-      tags:
-      - stats
   /api/v1/testChannel:
     post:
       deprecated: true

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -2655,6 +2655,7 @@ export enum CloudintegrationtypesServiceIDDTO {
 	appservice = 'appservice',
 	containerapp = 'containerapp',
 	aks = 'aks',
+	sqldatabase = 'sqldatabase',
 }
 export type CloudintegrationtypesCloudIntegrationServiceDTOAnyOf = {
 	/**
@@ -9746,19 +9747,6 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
-export type GetStats200Data = { [key: string]: unknown };
-
-export type GetStats200 = {
-	/**
-	 * @type object
-	 */
-	data: GetStats200Data;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type GetTraceAggregationsPathParameters = {
 	traceID: string;
 };

frontend/src/api/generated/services/stats/index.ts

@@ -1,96 +0,0 @@
-/**
- * ! Do not edit manually
- * * The file has been auto-generated using Orval for SigNoz
- * * regenerate with 'pnpm generate:api'
- * SigNoz
- */
-import { useQuery } from 'react-query';
-import type {
-	InvalidateOptions,
-	QueryClient,
-	QueryFunction,
-	QueryKey,
-	UseQueryOptions,
-	UseQueryResult,
-} from 'react-query';
-
-import type { GetStats200, RenderErrorResponseDTO } from '../sigNoz.schemas';
-
-import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
-import type { ErrorType } from '../../../generatedAPIInstance';
-
-/**
- * This endpoint returns the collected stats for the organization
- * @summary Get stats
- */
-export const getStats = (signal?: AbortSignal) => {
-	return GeneratedAPIInstance<GetStats200>({
-		url: `/api/v1/stats`,
-		method: 'GET',
-		signal,
-	});
-};
-
-export const getGetStatsQueryKey = () => {
-	return [`/api/v1/stats`] as const;
-};
-
-export const getGetStatsQueryOptions = <
-	TData = Awaited<ReturnType<typeof getStats>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(options?: {
-	query?: UseQueryOptions<Awaited<ReturnType<typeof getStats>>, TError, TData>;
-}) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey = queryOptions?.queryKey ?? getGetStatsQueryKey();
-
-	const queryFn: QueryFunction<Awaited<ReturnType<typeof getStats>>> = ({
-		signal,
-	}) => getStats(signal);
-
-	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
-		Awaited<ReturnType<typeof getStats>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type GetStatsQueryResult = NonNullable<
-	Awaited<ReturnType<typeof getStats>>
->;
-export type GetStatsQueryError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Get stats
- */
-
-export function useGetStats<
-	TData = Awaited<ReturnType<typeof getStats>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(options?: {
-	query?: UseQueryOptions<Awaited<ReturnType<typeof getStats>>, TError, TData>;
-}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetStatsQueryOptions(options);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return { ...query, queryKey: queryOptions.queryKey };
-}
-
-/**
- * @summary Get stats
- */
-export const invalidateGetStats = async (
-	queryClient: QueryClient,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getGetStatsQueryKey() },
-		options,
-	);
-
-	return queryClient;
-};

frontend/src/constants/reactQueryKeys.ts

@@ -36,7 +36,6 @@ export const REACT_QUERY_KEY = {
 	GET_TRACE_V4_WATERFALL: 'GET_TRACE_V4_WATERFALL',
 	GET_TRACE_AGGREGATIONS: 'GET_TRACE_AGGREGATIONS',
 	GET_TRACE_V2_FLAMEGRAPH: 'GET_TRACE_V2_FLAMEGRAPH',
-	GET_TRACE_V3_FLAMEGRAPH: 'GET_TRACE_V3_FLAMEGRAPH',
 	GET_POD_LIST: 'GET_POD_LIST',
 	GET_NODE_LIST: 'GET_NODE_LIST',
 	GET_DEPLOYMENT_LIST: 'GET_DEPLOYMENT_LIST',

frontend/src/hooks/trace/useGetTraceFlamegraphV3.tsx

@@ -1,42 +0,0 @@
-import { getFlamegraph } from 'api/generated/services/tracedetail';
-import {
-	SpantypesGettableFlamegraphTraceDTO,
-	TelemetrytypesTelemetryFieldKeyDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
-import { useQuery, UseQueryResult } from 'react-query';
-import { TelemetryFieldKey } from 'types/api/v5/queryRange';
-
-export interface GetTraceFlamegraphV3Props {
-	traceId: string;
-	selectedSpanId?: string;
-	selectFields?: TelemetryFieldKey[];
-	enabled?: boolean;
-}
-
-const useGetTraceFlamegraphV3 = (
-	props: GetTraceFlamegraphV3Props,
-): UseQueryResult<SpantypesGettableFlamegraphTraceDTO, unknown> =>
-	useQuery({
-		queryFn: () =>
-			getFlamegraph(
-				{ traceID: props.traceId },
-				{
-					selectedSpanId: props.selectedSpanId,
-					// v5 TelemetryFieldKey and the generated DTO are runtime-identical; only
-					// the literal-union vs enum nominal types differ
-					selectFields: props.selectFields as TelemetrytypesTelemetryFieldKeyDTO[],
-				},
-			).then((res) => res.data),
-		queryKey: [
-			REACT_QUERY_KEY.GET_TRACE_V3_FLAMEGRAPH,
-			props.traceId,
-			props.selectedSpanId,
-			props.selectFields,
-		],
-		enabled: props.enabled,
-		keepPreviousData: true,
-		refetchOnWindowFocus: false,
-	});
-
-export default useGetTraceFlamegraphV3;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariableForm/DynamicVariableFields.tsx

@@ -1,103 +0,0 @@
-import { useEffect, useMemo, useState } from 'react';
-import { SelectSimple } from '@signozhq/ui/select';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-// eslint-disable-next-line signoz/no-antd-components -- searchable async select: no @signozhq/ui equivalent
-import { Select } from 'antd';
-import { useGetFieldKeys } from 'hooks/dynamicVariables/useGetFieldKeys';
-import { useGetFieldValues } from 'hooks/dynamicVariables/useGetFieldValues';
-import useDebounce from 'hooks/useDebounce';
-
-import { TELEMETRY_SIGNALS, type TelemetrySignal } from '../variableModel';
-import styles from './VariableForm.module.scss';
-
-interface DynamicVariableFieldsProps {
-	attribute: string;
-	signal: TelemetrySignal;
-	onChange: (patch: {
-		dynamicAttribute?: string;
-		dynamicSignal?: TelemetrySignal;
-	}) => void;
-	onPreview: (values: (string | number)[]) => void;
-}
-
-/** Dynamic-variable body: telemetry signal + field, whose live values preview. */
-function DynamicVariableFields({
-	attribute,
-	signal,
-	onChange,
-	onPreview,
-}: DynamicVariableFieldsProps): JSX.Element {
-	const [search, setSearch] = useState('');
-	const debouncedSearch = useDebounce(search, 300);
-
-	const { data: keyData, isLoading } = useGetFieldKeys({
-		signal,
-		name: debouncedSearch || undefined,
-	});
-
-	// `keys` is a Record keyed BY field name; the field names are the map keys.
-	// When the API reports the list is `complete`, search filters locally.
-	const isComplete = keyData?.data?.complete === true;
-	const options = useMemo(
-		() =>
-			Object.keys(keyData?.data?.keys ?? {}).map((name) => ({
-				label: name,
-				value: name,
-			})),
-		[keyData],
-	);
-
-	const { data: valueData } = useGetFieldValues({
-		signal,
-		name: attribute,
-		enabled: !!attribute,
-	});
-
-	useEffect(() => {
-		const payload = valueData?.data;
-		const values =
-			payload?.normalizedValues ?? payload?.values?.StringValues ?? [];
-		onPreview(values);
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [valueData]);
-
-	return (
-		<>
-			<div className={cx(styles.row, styles.sortSection)}>
-				<div className={styles.labelContainer}>
-					<Typography.Text className={styles.label}>Source</Typography.Text>
-				</div>
-				<SelectSimple
-					className={styles.sortSelect}
-					value={signal}
-					items={TELEMETRY_SIGNALS.map((s) => ({ label: s, value: s }))}
-					onChange={(value): void =>
-						onChange({ dynamicSignal: value as TelemetrySignal })
-					}
-					testId="variable-signal-select"
-				/>
-			</div>
-			<div className={cx(styles.row, styles.sortSection)}>
-				<div className={styles.labelContainer}>
-					<Typography.Text className={styles.label}>Attribute</Typography.Text>
-				</div>
-				<Select
-					className={styles.searchSelect}
-					showSearch
-					value={attribute || undefined}
-					placeholder="Select a telemetry field"
-					loading={isLoading}
-					filterOption={isComplete}
-					onSearch={setSearch}
-					onChange={(value): void => onChange({ dynamicAttribute: value as string })}
-					options={options}
-					notFoundContent={isLoading ? 'Loading…' : 'No fields found'}
-					data-testid="variable-field-select"
-				/>
-			</div>
-		</>
-	);
-}
-
-export default DynamicVariableFields;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariableForm/QueryVariableFields.tsx

@@ -1,93 +0,0 @@
-import { useState } from 'react';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import dashboardVariablesQuery from 'api/dashboard/variables/dashboardVariablesQuery';
-import Editor from 'components/Editor';
-import sortValues from 'lib/dashboardVariables/sortVariableValues';
-
-import type { VariableSort } from '../variableModel';
-import styles from './VariableForm.module.scss';
-
-interface QueryVariableFieldsProps {
-	queryValue: string;
-	sort: VariableSort;
-	onChange: (queryValue: string) => void;
-	onPreview: (values: (string | number)[]) => void;
-	onError: (message: string | null) => void;
-}
-
-/** Query-variable body: SQL editor + "Test Run Query" that previews the values. */
-function QueryVariableFields({
-	queryValue,
-	sort,
-	onChange,
-	onPreview,
-	onError,
-}: QueryVariableFieldsProps): JSX.Element {
-	const [isRunning, setIsRunning] = useState(false);
-
-	const runTest = async (): Promise<void> => {
-		setIsRunning(true);
-		onError(null);
-		try {
-			const res = await dashboardVariablesQuery({
-				query: queryValue,
-				variables: {},
-			});
-			if (res.statusCode === 200 && res.payload) {
-				onPreview(
-					sortValues(res.payload.variableValues ?? [], sort) as (string | number)[],
-				);
-			} else {
-				onError(res.error || 'Failed to run query');
-				onPreview([]);
-			}
-		} catch (err) {
-			onError((err as Error).message || 'Failed to run query');
-			onPreview([]);
-		} finally {
-			setIsRunning(false);
-		}
-	};
-
-	return (
-		<div className={styles.queryContainer}>
-			<div className={styles.labelContainer}>
-				<Typography.Text className={styles.label}>Query</Typography.Text>
-			</div>
-			<div className={styles.editorWrap}>
-				<Editor
-					language="sql"
-					value={queryValue}
-					onChange={(value): void => onChange(value)}
-					height="240px"
-					options={{
-						fontSize: 13,
-						wordWrap: 'on',
-						lineNumbers: 'off',
-						glyphMargin: false,
-						folding: false,
-						lineDecorationsWidth: 0,
-						lineNumbersMinChars: 0,
-						minimap: { enabled: false },
-					}}
-				/>
-			</div>
-			<div className={styles.testRow}>
-				<Button
-					variant="solid"
-					color="primary"
-					size="sm"
-					loading={isRunning}
-					disabled={!queryValue}
-					onClick={runTest}
-					testId="variable-test-run"
-				>
-					Test Run Query
-				</Button>
-			</div>
-		</div>
-	);
-}
-
-export default QueryVariableFields;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariableForm/VariableForm.module.scss

@@ -1,310 +0,0 @@
-/* Faithful reproduction of the V1 VariableItem layout, scoped as a module and
-   built on @signozhq components where possible. antd is retained only for the
-   monaco Editor, multiline TextArea, Collapse, and searchable Selects. */
-
-.container {
-	display: flex;
-	flex-direction: column;
-	border: 1px solid var(--l1-border);
-	border-radius: 3px;
-}
-
-.allVariables {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	padding: 10px 16px;
-	border-bottom: 1px solid var(--l1-border);
-}
-
-.allVariablesBtn {
-	--button-height: 24px;
-	--button-padding: 0;
-	color: var(--muted-foreground);
-}
-
-.content {
-	display: flex;
-	flex-direction: column;
-	gap: 20px;
-	padding: 12px 16px 20px;
-}
-
-/* VariableItemRow */
-.row {
-	display: flex;
-	gap: 1rem;
-	margin-bottom: 0;
-}
-
-/* LabelContainer */
-.labelContainer {
-	width: 200px;
-}
-
-.label {
-	color: var(--l2-foreground);
-	font-family: Inter;
-	font-size: 14px;
-	font-weight: 400;
-	line-height: 20px;
-}
-
-.column {
-	flex-direction: column;
-	gap: 8px;
-}
-
-.input,
-.textarea,
-.defaultInput {
-	padding: 6px 6px 6px 8px;
-	border: 1px solid var(--l1-border);
-	border-radius: 2px;
-	background: var(--l3-background);
-}
-
-.input,
-.textarea {
-	width: 100%;
-}
-
-.defaultInput {
-	width: 342px;
-}
-
-.errorText {
-	font-size: 12px;
-	color: var(--bg-amber-500);
-}
-
-/* Variable type segmented group */
-.typeSection {
-	align-items: center;
-	justify-content: space-between;
-}
-
-.typeLabelContainer {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	width: auto;
-}
-
-.typeBtnGroup {
-	display: grid;
-	grid-template-columns: repeat(4, max-content);
-	height: 32px;
-	flex-shrink: 0;
-	border: 1px solid var(--l1-border);
-	border-radius: 2px;
-	background: var(--l2-background);
-	box-shadow: 0 0 8px 0 rgba(0, 0, 0, 0.1);
-}
-
-.typeBtn {
-	--button-height: 32px;
-	display: flex;
-	align-items: center;
-	justify-content: center;
-	gap: 4px;
-	min-width: 114px;
-	border-radius: 0;
-	color: var(--l2-foreground);
-
-	& + & {
-		border-left: 1px solid var(--l1-border);
-	}
-}
-
-.typeBtnSelected {
-	background: var(--l1-border);
-	color: var(--l1-foreground);
-}
-
-.betaTag {
-	margin-left: 4px;
-}
-
-/* Query */
-.queryContainer {
-	display: flex;
-	flex-flow: column wrap;
-	gap: 1rem;
-	min-width: 0;
-	margin-bottom: 0;
-}
-
-.editorWrap {
-	height: 240px;
-	overflow: hidden;
-	border: 1px solid var(--l1-border);
-	border-radius: 2px;
-}
-
-.testRow {
-	display: flex;
-	margin-top: 8px;
-}
-
-/* Custom — antd Collapse */
-.customSection {
-	margin-bottom: 0;
-}
-
-.customSection :global(.custom-collapse) {
-	width: 100%;
-	border: 1px solid var(--l1-border);
-	border-radius: 3px 3px 0 0;
-
-	:global(.ant-collapse-item) {
-		border-bottom: none;
-	}
-
-	:global(.ant-collapse-header) {
-		align-items: center;
-		gap: 8px;
-		height: 38px;
-		padding: 12px;
-		background: var(--l3-background);
-		border-radius: 3px 3px 0 0;
-	}
-
-	:global(.ant-collapse-header-text) {
-		display: flex;
-		align-items: center;
-		gap: 10px;
-		padding: 1px 2px;
-		color: var(--bg-robin-400);
-		font-family: 'Space Mono';
-		font-size: 14px;
-		line-height: 18px;
-		border-radius: 2px;
-		background: color-mix(in srgb, var(--bg-robin-400) 8%, transparent);
-	}
-
-	:global(.ant-collapse-content-box) {
-		padding: 0;
-	}
-
-	:global(.comma-input) {
-		height: 109px;
-		border: none;
-	}
-}
-
-/* Textbox */
-.textboxSection {
-	align-items: center;
-	justify-content: space-between;
-	margin-bottom: 0;
-}
-
-/* Preview strip */
-.previewSection {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-	min-height: 88px;
-	margin-bottom: 0;
-	padding-bottom: 8px;
-	border: 1px solid var(--l1-border);
-	border-radius: 3px;
-}
-
-.previewLabel {
-	align-self: flex-start;
-	display: inline-flex;
-	align-items: center;
-	gap: 10px;
-	padding: 4px 8px;
-	color: var(--bg-robin-400);
-	font-family: 'Space Mono';
-	font-size: 14px;
-	line-height: 18px;
-	border-radius: 3px 0 2px;
-	background: color-mix(in srgb, var(--bg-robin-400) 8%, transparent);
-}
-
-.previewValues {
-	display: flex;
-	flex-flow: wrap;
-	gap: 8px;
-	padding: 4.5px 11px;
-	overflow-y: auto;
-}
-
-.previewValues [data-slot='badge'] {
-	height: 30px;
-	align-items: center;
-	color: var(--l1-foreground);
-	font-family: 'Space Mono';
-	font-size: 14px;
-	border: 1px solid var(--l1-border);
-	border-radius: 2px;
-}
-
-.previewError {
-	color: var(--bg-amber-500);
-}
-
-/* Sort / multi / all / default rows */
-.sortSection,
-.multiSection,
-.allOptionSection,
-.dynamicSection {
-	align-items: flex-start;
-	justify-content: space-between;
-	margin-bottom: 0;
-}
-
-.sortSection {
-	align-items: center;
-}
-
-.rowLabel {
-	width: 339px;
-	color: var(--l2-foreground);
-	font-family: Inter;
-	font-size: 14px;
-	line-height: 20px;
-	letter-spacing: -0.07px;
-}
-
-.sortSelect {
-	width: 192px;
-}
-
-.defaultValueSection {
-	display: grid;
-	grid-template-columns: max-content 1fr;
-	gap: 1rem;
-	align-items: center;
-	margin-bottom: 0;
-}
-
-.defaultValueSection .label {
-	display: block;
-	margin-bottom: 2px;
-}
-
-.defaultValueDesc {
-	display: block;
-	color: var(--l2-foreground);
-	font-family: Inter;
-	font-size: 11px;
-	line-height: 18px;
-	letter-spacing: -0.06px;
-}
-
-.searchSelect {
-	width: 100%;
-}
-
-/* Footer */
-.footer {
-	display: flex;
-	justify-content: flex-end;
-	gap: 1rem;
-	margin-top: 12px;
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariableForm/VariableForm.tsx

@@ -1,351 +0,0 @@
-import { useEffect, useState } from 'react';
-import { ArrowLeft, Check, X } from '@signozhq/icons';
-import { Badge } from '@signozhq/ui/badge';
-import { Button } from '@signozhq/ui/button';
-import { Input } from '@signozhq/ui/input';
-import { SelectSimple } from '@signozhq/ui/select';
-import { Switch } from '@signozhq/ui/switch';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-// eslint-disable-next-line signoz/no-antd-components -- TextArea/Collapse/searchable Select: no @signozhq/ui equivalent
-import { Collapse, Input as AntdInput, Select } from 'antd';
-import { commaValuesParser } from 'lib/dashboardVariables/customCommaValuesParser';
-import sortValues from 'lib/dashboardVariables/sortVariableValues';
-
-import {
-	VARIABLE_SORTS,
-	type VariableFormModel,
-	type VariableSort,
-	type VariableType,
-} from '../variableModel';
-import DynamicVariableFields from './DynamicVariableFields';
-import QueryVariableFields from './QueryVariableFields';
-import VariableTypeSelector from './VariableTypeSelector';
-import styles from './VariableForm.module.scss';
-
-const SORT_LABEL: Record<VariableSort, string> = {
-	DISABLED: 'Disabled',
-	ASC: 'Ascending',
-	DESC: 'Descending',
-};
-
-function getNameError(name: string, existingNames: string[]): string | null {
-	if (name === '') {
-		return 'Variable name is required';
-	}
-	if (/\s/.test(name)) {
-		return 'Variable name cannot contain whitespaces';
-	}
-	if (existingNames.includes(name)) {
-		return 'Variable name already exists';
-	}
-	return null;
-}
-
-interface VariableFormProps {
-	initial: VariableFormModel;
-	/** Names of the other variables, for uniqueness validation. */
-	existingNames: string[];
-	isSaving: boolean;
-	onClose: () => void;
-	onSave: (model: VariableFormModel) => void;
-}
-
-/**
- * In-drawer variable editor reproducing the V1 VariableItem layout, built on
- * @signozhq components (antd kept only for the monaco editor, TextArea, Collapse
- * and searchable selects). Master→detail: renders in place of the list.
- */
-function VariableForm({
-	initial,
-	existingNames,
-	isSaving,
-	onClose,
-	onSave,
-}: VariableFormProps): JSX.Element {
-	const [model, setModel] = useState<VariableFormModel>(initial);
-	const [previewValues, setPreviewValues] = useState<(string | number)[]>([]);
-	const [previewError, setPreviewError] = useState<string | null>(null);
-	const [defaultValue, setDefaultValue] = useState<string>(
-		((initial.defaultValue as { value?: string })?.value ?? '') as string,
-	);
-
-	useEffect(() => {
-		setModel(initial);
-		setPreviewValues([]);
-		setPreviewError(null);
-		setDefaultValue(
-			((initial.defaultValue as { value?: string })?.value ?? '') as string,
-		);
-	}, [initial]);
-
-	const set = (patch: Partial<VariableFormModel>): void =>
-		setModel((prev) => ({ ...prev, ...patch }));
-
-	const selectType = (type: VariableType): void => {
-		set({ type });
-		setPreviewValues([]);
-		setPreviewError(null);
-	};
-
-	const onCustomChange = (value: string): void => {
-		set({ customValue: value });
-		setPreviewValues(
-			sortValues(commaValuesParser(value), model.sort) as (string | number)[],
-		);
-	};
-
-	const trimmedName = model.name.trim();
-	const nameError = getNameError(trimmedName, existingNames);
-
-	const isListType =
-		model.type === 'QUERY' || model.type === 'CUSTOM' || model.type === 'DYNAMIC';
-	const showAllOptionField = model.type === 'QUERY' || model.type === 'CUSTOM';
-
-	const handleSave = (): void => {
-		onSave({
-			...model,
-			name: trimmedName,
-			defaultValue: defaultValue ? { value: defaultValue } : undefined,
-		});
-	};
-
-	return (
-		<>
-			<div className={styles.container}>
-				<div className={styles.allVariables}>
-					<Button
-						variant="ghost"
-						color="secondary"
-						className={styles.allVariablesBtn}
-						prefix={<ArrowLeft size={14} />}
-						onClick={onClose}
-						testId="variable-form-back"
-					>
-						All variables
-					</Button>
-				</div>
-
-				<div className={styles.content}>
-					{/* Name */}
-					<div className={cx(styles.row, styles.column)}>
-						<Typography.Text className={styles.label}>Name</Typography.Text>
-						<Input
-							className={styles.input}
-							value={model.name}
-							placeholder="Unique name of the variable"
-							onChange={(e): void => set({ name: e.target.value })}
-							testId="variable-name-input"
-						/>
-						{nameError ? (
-							<Typography.Text className={styles.errorText}>
-								{nameError}
-							</Typography.Text>
-						) : null}
-					</div>
-
-					{/* Description */}
-					<div className={cx(styles.row, styles.column)}>
-						<Typography.Text className={styles.label}>Description</Typography.Text>
-						<AntdInput.TextArea
-							className={styles.textarea}
-							value={model.description}
-							placeholder="Enter a description for the variable"
-							rows={3}
-							onChange={(e): void => set({ description: e.target.value })}
-							data-testid="variable-description-input"
-						/>
-					</div>
-
-					{/* Variable Type */}
-					<VariableTypeSelector value={model.type} onChange={selectType} />
-
-					{/* Type-specific body */}
-					{model.type === 'DYNAMIC' ? (
-						<DynamicVariableFields
-							attribute={model.dynamicAttribute}
-							signal={model.dynamicSignal}
-							onChange={(patch): void => set(patch)}
-							onPreview={setPreviewValues}
-						/>
-					) : null}
-
-					{model.type === 'QUERY' ? (
-						<QueryVariableFields
-							queryValue={model.queryValue}
-							sort={model.sort}
-							onChange={(queryValue): void => set({ queryValue })}
-							onPreview={setPreviewValues}
-							onError={setPreviewError}
-						/>
-					) : null}
-
-					{model.type === 'CUSTOM' ? (
-						<div className={cx(styles.row, styles.customSection)}>
-							<Collapse
-								collapsible="header"
-								rootClassName="custom-collapse"
-								defaultActiveKey={['1']}
-								items={[
-									{
-										key: '1',
-										label: 'Options',
-										children: (
-											<AntdInput.TextArea
-												value={model.customValue}
-												placeholder="Enter options separated by commas."
-												rootClassName="comma-input"
-												onChange={(e): void => onCustomChange(e.target.value)}
-												data-testid="variable-custom-input"
-											/>
-										),
-									},
-								]}
-							/>
-						</div>
-					) : null}
-
-					{model.type === 'TEXT' ? (
-						<div className={cx(styles.row, styles.textboxSection)}>
-							<div className={styles.labelContainer}>
-								<Typography.Text className={styles.label}>
-									Default Value
-								</Typography.Text>
-							</div>
-							<Input
-								className={styles.defaultInput}
-								value={model.textValue}
-								placeholder="Enter a default value (if any)..."
-								onChange={(e): void => set({ textValue: e.target.value })}
-								testId="variable-text-input"
-							/>
-						</div>
-					) : null}
-
-					{/* Shared rows for list-type variables */}
-					{isListType ? (
-						<>
-							<div className={cx(styles.row, styles.previewSection)}>
-								<Typography.Text className={styles.previewLabel}>
-									Preview of Values
-								</Typography.Text>
-								<div className={styles.previewValues}>
-									{previewError ? (
-										<Typography.Text className={styles.previewError}>
-											{previewError}
-										</Typography.Text>
-									) : (
-										previewValues.map((value, idx) => (
-											<Badge
-												// eslint-disable-next-line react/no-array-index-key -- preview values are display-only and may contain duplicates
-												key={`${value}-${idx}`}
-												color="vanilla"
-											>
-												{value.toString()}
-											</Badge>
-										))
-									)}
-								</div>
-							</div>
-
-							<div className={cx(styles.row, styles.sortSection)}>
-								<div className={styles.labelContainer}>
-									<Typography.Text className={styles.label}>Sort Values</Typography.Text>
-								</div>
-								<SelectSimple
-									className={styles.sortSelect}
-									value={model.sort}
-									items={VARIABLE_SORTS.map((sort) => ({
-										label: SORT_LABEL[sort],
-										value: sort,
-									}))}
-									onChange={(value): void => set({ sort: value as VariableSort })}
-									testId="variable-sort-select"
-								/>
-							</div>
-
-							<div className={cx(styles.row, styles.multiSection)}>
-								<Typography.Text className={styles.rowLabel}>
-									Enable multiple values to be checked
-								</Typography.Text>
-								<Switch
-									value={model.multiSelect}
-									onChange={(checked): void => {
-										set({
-											multiSelect: checked,
-											showAllOption: checked ? model.showAllOption : false,
-										});
-									}}
-									testId="variable-multi-switch"
-								/>
-							</div>
-
-							{model.multiSelect && showAllOptionField ? (
-								<div className={cx(styles.row, styles.allOptionSection)}>
-									<Typography.Text className={styles.rowLabel}>
-										Include an option for ALL values
-									</Typography.Text>
-									<Switch
-										value={model.showAllOption}
-										onChange={(checked): void => set({ showAllOption: checked })}
-										testId="variable-all-switch"
-									/>
-								</div>
-							) : null}
-
-							<div className={cx(styles.row, styles.defaultValueSection)}>
-								<div className={styles.labelContainer}>
-									<Typography.Text className={styles.label}>
-										Default Value
-									</Typography.Text>
-									<Typography.Text className={styles.defaultValueDesc}>
-										{model.type === 'QUERY'
-											? 'Click Test Run Query to see the values or add custom value'
-											: 'Select a value from the preview values or add custom value'}
-									</Typography.Text>
-								</div>
-								<Select
-									className={styles.searchSelect}
-									showSearch
-									allowClear
-									placeholder="Select a default value"
-									value={defaultValue || undefined}
-									onChange={(value): void => setDefaultValue(value ?? '')}
-									options={previewValues.map((value) => ({
-										label: value.toString(),
-										value: value.toString(),
-									}))}
-									data-testid="variable-default-select"
-								/>
-							</div>
-						</>
-					) : null}
-				</div>
-			</div>
-
-			<div className={styles.footer}>
-				<Button
-					variant="solid"
-					color="secondary"
-					prefix={<X size={14} />}
-					onClick={onClose}
-				>
-					Discard
-				</Button>
-				<Button
-					variant="solid"
-					color="primary"
-					prefix={<Check size={14} />}
-					disabled={!!nameError}
-					loading={isSaving}
-					onClick={handleSave}
-					testId="variable-save"
-				>
-					Save Variable
-				</Button>
-			</div>
-		</>
-	);
-}
-
-export default VariableForm;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariableForm/VariableTypeSelector.tsx

@@ -1,99 +0,0 @@
-import {
-	ClipboardType,
-	DatabaseZap,
-	Info,
-	LayoutList,
-	Pyramid,
-} from '@signozhq/icons';
-import { Badge } from '@signozhq/ui/badge';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-import TextToolTip from 'components/TextToolTip';
-
-import type { VariableType } from '../variableModel';
-import styles from './VariableForm.module.scss';
-
-interface VariableTypeSelectorProps {
-	value: VariableType;
-	onChange: (type: VariableType) => void;
-}
-
-/** The segmented Dynamic / Textbox / Custom / Query type picker. */
-function VariableTypeSelector({
-	value,
-	onChange,
-}: VariableTypeSelectorProps): JSX.Element {
-	return (
-		<div className={cx(styles.row, styles.typeSection)}>
-			<div className={styles.typeLabelContainer}>
-				<Typography.Text className={styles.label}>Variable Type</Typography.Text>
-				<TextToolTip
-					text="Learn more about supported variable types"
-					url="https://signoz.io/docs/userguide/manage-variables/#supported-variable-types"
-					urlText="here"
-					useFilledIcon={false}
-					outlinedIcon={<Info size={14} />}
-				/>
-			</div>
-			<div className={styles.typeBtnGroup}>
-				<Button
-					variant="ghost"
-					color="secondary"
-					prefix={<Pyramid size={14} />}
-					className={cx(styles.typeBtn, {
-						[styles.typeBtnSelected]: value === 'DYNAMIC',
-					})}
-					onClick={(): void => onChange('DYNAMIC')}
-					testId="variable-type-dynamic"
-				>
-					Dynamic
-					<Badge color="robin" className={styles.betaTag}>
-						Beta
-					</Badge>
-				</Button>
-				<Button
-					variant="ghost"
-					color="secondary"
-					prefix={<ClipboardType size={14} />}
-					className={cx(styles.typeBtn, {
-						[styles.typeBtnSelected]: value === 'TEXT',
-					})}
-					onClick={(): void => onChange('TEXT')}
-					testId="variable-type-textbox"
-				>
-					Textbox
-				</Button>
-				<Button
-					variant="ghost"
-					color="secondary"
-					prefix={<LayoutList size={14} />}
-					className={cx(styles.typeBtn, {
-						[styles.typeBtnSelected]: value === 'CUSTOM',
-					})}
-					onClick={(): void => onChange('CUSTOM')}
-					testId="variable-type-custom"
-				>
-					Custom
-				</Button>
-				<Button
-					variant="ghost"
-					color="secondary"
-					prefix={<DatabaseZap size={14} />}
-					className={cx(styles.typeBtn, {
-						[styles.typeBtnSelected]: value === 'QUERY',
-					})}
-					onClick={(): void => onChange('QUERY')}
-					testId="variable-type-query"
-				>
-					Query
-					<Badge color="amber" className={styles.betaTag}>
-						Not Recommended
-					</Badge>
-				</Button>
-			</div>
-		</div>
-	);
-}
-
-export default VariableTypeSelector;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/Variables.module.scss

@@ -1,101 +0,0 @@
-.container {
-	display: flex;
-	flex-direction: column;
-	gap: 16px;
-	padding: 20px 16px;
-}
-
-.header {
-	display: flex;
-	align-items: flex-start;
-	justify-content: space-between;
-	gap: 16px;
-}
-
-.titleRow {
-	display: flex;
-	align-items: baseline;
-	flex-wrap: wrap;
-	gap: 8px;
-}
-
-.title {
-	font-size: 14px;
-	font-weight: 500;
-	color: var(--l1-foreground);
-}
-
-.subtitle {
-	font-size: 12px;
-	color: var(--l2-foreground);
-}
-
-.empty {
-	padding: 32px;
-	text-align: center;
-	border: 1px dashed var(--l1-border);
-	border-radius: 4px;
-	color: var(--l2-foreground);
-}
-
-.list {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
-.row {
-	display: flex;
-	align-items: center;
-	justify-content: space-between;
-	gap: 12px;
-	padding: 10px 12px;
-	border: 1px solid var(--l1-border);
-	border-radius: 4px;
-	background: var(--l1-background);
-}
-
-.rowMain {
-	display: flex;
-	align-items: center;
-	gap: 10px;
-	min-width: 0;
-}
-
-.varName {
-	font-weight: 500;
-	color: var(--l1-foreground);
-}
-
-.varDesc {
-	min-width: 0;
-	overflow: hidden;
-	font-size: 12px;
-	color: var(--l2-foreground);
-	text-overflow: ellipsis;
-	white-space: nowrap;
-}
-
-.typeTag {
-	flex-shrink: 0;
-	padding: 1px 8px;
-	font-size: 11px;
-	letter-spacing: 0.04em;
-	color: var(--l2-foreground);
-	text-transform: uppercase;
-	background: var(--l2-background);
-	border-radius: 10px;
-}
-
-.rowActions {
-	display: flex;
-	flex-shrink: 0;
-	align-items: center;
-	gap: 2px;
-}
-
-.confirmText {
-	margin-right: 4px;
-	font-size: 12px;
-	color: var(--l2-foreground);
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/VariablesList.tsx

@@ -1,139 +0,0 @@
-import {
-	Check,
-	ChevronDown,
-	ChevronUp,
-	PenLine,
-	Trash2,
-	X,
-} from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-
-import type { VariableFormModel } from './variableModel';
-import styles from './Variables.module.scss';
-
-const TYPE_LABEL: Record<VariableFormModel['type'], string> = {
-	QUERY: 'Query',
-	CUSTOM: 'Custom',
-	TEXT: 'Text',
-	DYNAMIC: 'Dynamic',
-};
-
-interface VariablesListProps {
-	variables: VariableFormModel[];
-	canEdit: boolean;
-	/** Index whose delete is awaiting inline confirmation, if any. */
-	confirmingIndex: number | null;
-	onEdit: (index: number) => void;
-	onRequestDelete: (index: number) => void;
-	onConfirmDelete: (index: number) => void;
-	onCancelDelete: () => void;
-	onMove: (from: number, to: number) => void;
-}
-
-function VariablesList({
-	variables,
-	canEdit,
-	confirmingIndex,
-	onEdit,
-	onRequestDelete,
-	onConfirmDelete,
-	onCancelDelete,
-	onMove,
-}: VariablesListProps): JSX.Element {
-	return (
-		<div className={styles.list} data-testid="variables-list">
-			{variables.map((variable, index) => (
-				<div
-					className={styles.row}
-					key={variable.name || `variable-${index}`}
-					data-testid={`variable-row-${variable.name}`}
-				>
-					<div className={styles.rowMain}>
-						<Typography.Text className={styles.varName}>
-							${variable.name}
-						</Typography.Text>
-						<span className={styles.typeTag}>{TYPE_LABEL[variable.type]}</span>
-						{variable.description ? (
-							<Typography.Text className={styles.varDesc}>
-								{variable.description}
-							</Typography.Text>
-						) : null}
-					</div>
-
-					{canEdit && confirmingIndex === index ? (
-						<div className={styles.rowActions}>
-							<Typography.Text className={styles.confirmText}>Delete?</Typography.Text>
-							<Button
-								variant="ghost"
-								color="destructive"
-								size="icon"
-								onClick={(): void => onConfirmDelete(index)}
-								aria-label="Confirm delete"
-								testId={`variable-delete-confirm-${variable.name}`}
-							>
-								<Check size={14} />
-							</Button>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								onClick={onCancelDelete}
-								aria-label="Cancel delete"
-							>
-								<X size={14} />
-							</Button>
-						</div>
-					) : null}
-
-					{canEdit && confirmingIndex !== index ? (
-						<div className={styles.rowActions}>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								disabled={index === 0}
-								onClick={(): void => onMove(index, index - 1)}
-								aria-label="Move up"
-							>
-								<ChevronUp size={14} />
-							</Button>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								disabled={index === variables.length - 1}
-								onClick={(): void => onMove(index, index + 1)}
-								aria-label="Move down"
-							>
-								<ChevronDown size={14} />
-							</Button>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								onClick={(): void => onEdit(index)}
-								aria-label="Edit variable"
-								testId={`variable-edit-${variable.name}`}
-							>
-								<PenLine size={14} />
-							</Button>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								onClick={(): void => onRequestDelete(index)}
-								aria-label="Delete variable"
-								testId={`variable-delete-${variable.name}`}
-							>
-								<Trash2 size={14} />
-							</Button>
-						</div>
-					) : null}
-				</div>
-			))}
-		</div>
-	);
-}
-
-export default VariablesList;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/index.tsx

@@ -1,147 +0,0 @@
-import { useEffect, useMemo, useState } from 'react';
-import { Plus } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
-
-import { useDashboardStore } from '../../store/useDashboardStore';
-import { useSaveVariables } from './useSaveVariables';
-import { dtoToFormModel } from './variableAdapters';
-import {
-	emptyVariableFormModel,
-	type VariableFormModel,
-} from './variableModel';
-import VariableForm from './VariableForm/VariableForm';
-import VariablesList from './VariablesList';
-import styles from './Variables.module.scss';
-
-interface VariablesSettingsProps {
-	dashboard: DashboardtypesGettableDashboardV2DTO;
-}
-
-/** `null` index = adding a new variable; a number = editing that row. */
-type EditingState = { index: number | null } | null;
-
-function VariablesSettings({ dashboard }: VariablesSettingsProps): JSX.Element {
-	const isEditable = useDashboardStore((s) => s.isEditable);
-	const { save, isSaving } = useSaveVariables();
-
-	const initialModels = useMemo(
-		() => (dashboard.spec?.variables ?? []).map(dtoToFormModel),
-		[dashboard.spec?.variables],
-	);
-	const [variables, setVariables] = useState<VariableFormModel[]>(initialModels);
-
-	// Resync from the dashboard after a save round-trips (refetch bumps updatedAt).
-	useEffect(() => {
-		setVariables(initialModels);
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [dashboard.updatedAt]);
-
-	const [editing, setEditing] = useState<EditingState>(null);
-	const [confirmDeleteIndex, setConfirmDeleteIndex] = useState<number | null>(
-		null,
-	);
-
-	const editingModel: VariableFormModel | null = useMemo(() => {
-		if (!editing) {
-			return null;
-		}
-		return editing.index === null
-			? emptyVariableFormModel()
-			: variables[editing.index];
-	}, [editing, variables]);
-
-	const existingNames = useMemo(() => {
-		const self = editing?.index ?? null;
-		return variables.filter((_, i) => i !== self).map((v) => v.name);
-	}, [variables, editing]);
-
-	const persist = (next: VariableFormModel[]): void => {
-		setVariables(next);
-		void save(next);
-	};
-
-	const handleFormSave = (model: VariableFormModel): void => {
-		const next = [...variables];
-		if (editing?.index == null) {
-			next.push(model);
-		} else {
-			next[editing.index] = model;
-		}
-		setEditing(null);
-		persist(next);
-	};
-
-	const handleMove = (from: number, to: number): void => {
-		if (to < 0 || to >= variables.length) {
-			return;
-		}
-		const next = [...variables];
-		const [moved] = next.splice(from, 1);
-		next.splice(to, 0, moved);
-		persist(next);
-	};
-
-	const handleConfirmDelete = (index: number): void => {
-		persist(variables.filter((_, i) => i !== index));
-		setConfirmDeleteIndex(null);
-	};
-
-	// Detail view — edit/new form replaces the list in place (no modal).
-	if (editingModel) {
-		return (
-			<VariableForm
-				initial={editingModel}
-				existingNames={existingNames}
-				isSaving={isSaving}
-				onClose={(): void => setEditing(null)}
-				onSave={handleFormSave}
-			/>
-		);
-	}
-
-	// Master view — the variables list.
-	return (
-		<div className={styles.container}>
-			<div className={styles.header}>
-				<div className={styles.titleRow}>
-					<Typography.Text className={styles.title}>Variables</Typography.Text>
-					<Typography.Text className={styles.subtitle}>
-						Define variables to parameterize panel queries.
-					</Typography.Text>
-				</div>
-				{isEditable ? (
-					<Button
-						variant="solid"
-						color="primary"
-						prefix={<Plus size={14} />}
-						onClick={(): void => setEditing({ index: null })}
-						testId="add-variable"
-					>
-						New variable
-					</Button>
-				) : null}
-			</div>
-
-			{variables.length === 0 ? (
-				<div className={styles.empty}>
-					<Typography.Text>No variables defined yet.</Typography.Text>
-				</div>
-			) : (
-				<VariablesList
-					variables={variables}
-					canEdit={isEditable}
-					confirmingIndex={confirmDeleteIndex}
-					onEdit={(index): void => setEditing({ index })}
-					onRequestDelete={(index): void => setConfirmDeleteIndex(index)}
-					onConfirmDelete={handleConfirmDelete}
-					onCancelDelete={(): void => setConfirmDeleteIndex(null)}
-					onMove={handleMove}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default VariablesSettings;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/useSaveVariables.ts

@@ -1,51 +0,0 @@
-import { useCallback, useState } from 'react';
-import { patchDashboardV2 } from 'api/generated/services/dashboard';
-import { toast } from '@signozhq/ui/sonner';
-import { useErrorModal } from 'providers/ErrorModalProvider';
-import APIError from 'types/api/error';
-
-import { useDashboardStore } from '../../store/useDashboardStore';
-import { formModelToDto } from './variableAdapters';
-import type { VariableFormModel } from './variableModel';
-import { buildVariablesPatch } from './variablePatchOps';
-
-interface UseSaveVariables {
-	save: (variables: VariableFormModel[]) => Promise<boolean>;
-	isSaving: boolean;
-}
-
-/**
- * Persists the dashboard's variable list via a single `/spec/variables` patch,
- * then refetches. Mirrors the General-settings save flow (patch → toast →
- * refetch → surface errors).
- */
-export function useSaveVariables(): UseSaveVariables {
-	const dashboardId = useDashboardStore((s) => s.dashboardId);
-	const refetch = useDashboardStore((s) => s.refetch);
-	const { showErrorModal } = useErrorModal();
-	const [isSaving, setIsSaving] = useState(false);
-
-	const save = useCallback(
-		async (variables: VariableFormModel[]): Promise<boolean> => {
-			if (!dashboardId) {
-				return false;
-			}
-			const dtos = variables.map(formModelToDto);
-			try {
-				setIsSaving(true);
-				await patchDashboardV2({ id: dashboardId }, buildVariablesPatch(dtos));
-				toast.success('Variables updated');
-				refetch();
-				return true;
-			} catch (error) {
-				showErrorModal(error as APIError);
-				return false;
-			} finally {
-				setIsSaving(false);
-			}
-		},
-		[dashboardId, refetch, showErrorModal],
-	);
-
-	return { save, isSaving };
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variableAdapters.ts

@@ -1,153 +0,0 @@
-import {
-	DashboardtypesVariableEnvelopeGithubComPersesSpecGoDashboardTextVariableSpecDTOKind as TextEnvelopeKind,
-	DashboardtypesVariableEnvelopeGithubComSigNozSignozPkgTypesDashboardtypesListVariableSpecDTOKind as ListEnvelopeKind,
-	DashboardtypesVariablePluginVariantGithubComSigNozSignozPkgTypesDashboardtypesCustomVariableSpecDTOKind as CustomPluginKind,
-	DashboardtypesVariablePluginVariantGithubComSigNozSignozPkgTypesDashboardtypesDynamicVariableSpecDTOKind as DynamicPluginKind,
-	DashboardtypesVariablePluginVariantGithubComSigNozSignozPkgTypesDashboardtypesQueryVariableSpecDTOKind as QueryPluginKind,
-	TelemetrytypesSignalDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import type {
-	DashboardtypesListVariableSpecDTO,
-	DashboardtypesVariableDTO,
-	DashboardtypesVariablePluginDTO,
-	DashboardTextVariableSpecDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-import {
-	emptyVariableFormModel,
-	PLUGIN_KIND,
-	type TelemetrySignal,
-	type VariableFormModel,
-	type VariableSort,
-} from './variableModel';
-
-/** DTO envelope → flat form model (for display / editing). */
-export function dtoToFormModel(
-	dto: DashboardtypesVariableDTO,
-): VariableFormModel {
-	const base = emptyVariableFormModel();
-	const display = dto.spec?.display;
-	const common: VariableFormModel = {
-		...base,
-		name: dto.spec?.name ?? display?.name ?? '',
-		description: display?.description ?? '',
-	};
-
-	// Text variable — a distinct envelope (no list plugin).
-	if (dto.kind === TextEnvelopeKind.TextVariable) {
-		const spec = dto.spec as DashboardTextVariableSpecDTO;
-		return {
-			...common,
-			type: 'TEXT',
-			textValue: spec.value ?? '',
-			textConstant: spec.constant ?? false,
-		};
-	}
-
-	// List variable — Query / Custom / Dynamic, distinguished by plugin.kind.
-	const spec = dto.spec as DashboardtypesListVariableSpecDTO;
-	const listCommon: VariableFormModel = {
-		...common,
-		multiSelect: spec.allowMultiple ?? false,
-		showAllOption: spec.allowAllValue ?? false,
-		sort: (spec.sort as VariableSort) ?? 'DISABLED',
-		defaultValue: spec.defaultValue,
-	};
-	const plugin = spec.plugin;
-
-	if (plugin?.kind === CustomPluginKind['signoz/CustomVariable']) {
-		return {
-			...listCommon,
-			type: 'CUSTOM',
-			customValue: plugin.spec.customValue ?? '',
-		};
-	}
-	if (plugin?.kind === DynamicPluginKind['signoz/DynamicVariable']) {
-		return {
-			...listCommon,
-			type: 'DYNAMIC',
-			dynamicAttribute: plugin.spec.name ?? '',
-			dynamicSignal: (plugin.spec.signal as TelemetrySignal) ?? 'traces',
-		};
-	}
-	// Default to Query (also covers a query plugin or a missing/unknown plugin).
-	return {
-		...listCommon,
-		type: 'QUERY',
-		queryValue:
-			plugin?.kind === QueryPluginKind['signoz/QueryVariable']
-				? (plugin.spec.queryValue ?? '')
-				: '',
-	};
-}
-
-function buildPlugin(
-	model: VariableFormModel,
-): DashboardtypesVariablePluginDTO {
-	switch (model.type) {
-		case 'CUSTOM':
-			return {
-				kind: CustomPluginKind['signoz/CustomVariable'],
-				spec: { customValue: model.customValue },
-			};
-		case 'DYNAMIC':
-			return {
-				kind: DynamicPluginKind['signoz/DynamicVariable'],
-				spec: {
-					name: model.dynamicAttribute,
-					signal: model.dynamicSignal as TelemetrytypesSignalDTO,
-				},
-			};
-		case 'QUERY':
-		default:
-			return {
-				kind: QueryPluginKind['signoz/QueryVariable'],
-				spec: { queryValue: model.queryValue },
-			};
-	}
-}
-
-/** Flat form model → DTO envelope (for persistence). */
-export function formModelToDto(
-	model: VariableFormModel,
-): DashboardtypesVariableDTO {
-	const display = {
-		name: model.name,
-		description: model.description,
-		hidden: model.hidden,
-	};
-
-	if (model.type === 'TEXT') {
-		return {
-			kind: TextEnvelopeKind.TextVariable,
-			spec: {
-				name: model.name,
-				display,
-				value: model.textValue,
-				constant: model.textConstant,
-			},
-		};
-	}
-
-	return {
-		kind: ListEnvelopeKind.ListVariable,
-		spec: {
-			name: model.name,
-			display,
-			allowMultiple: model.multiSelect,
-			allowAllValue: model.showAllOption,
-			sort: model.sort,
-			defaultValue: model.defaultValue,
-			plugin: buildPlugin(model),
-		},
-	};
-}
-
-/** Maps the V2 plugin/envelope to the four UI-facing variable types. */
-export function variableTypeOf(
-	dto: DashboardtypesVariableDTO,
-): VariableFormModel['type'] {
-	return dtoToFormModel(dto).type;
-}
-
-export { PLUGIN_KIND };

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variableModel.ts

@@ -1,78 +0,0 @@
-import type { VariableDefaultValueDTO } from 'api/generated/services/sigNoz.schemas';
-
-/**
- * Flat, UI-friendly representation of a V2 dashboard variable. The wire format
- * (`DashboardtypesVariableDTO`) is a nested envelope/plugin union that is awkward
- * to bind a form to; `variableAdapters` converts between this model and the DTO.
- */
-
-export type VariableType = 'QUERY' | 'CUSTOM' | 'TEXT' | 'DYNAMIC';
-
-export type VariableSort = 'DISABLED' | 'ASC' | 'DESC';
-
-export type TelemetrySignal = 'traces' | 'logs' | 'metrics';
-
-/** Wire `kind` discriminators (string values of the generated enums). */
-export const ENVELOPE_KIND = {
-	LIST: 'ListVariable',
-	TEXT: 'TextVariable',
-} as const;
-
-export const PLUGIN_KIND = {
-	QUERY: 'signoz/QueryVariable',
-	CUSTOM: 'signoz/CustomVariable',
-	DYNAMIC: 'signoz/DynamicVariable',
-} as const;
-
-export const VARIABLE_SORTS: VariableSort[] = ['DISABLED', 'ASC', 'DESC'];
-
-export const TELEMETRY_SIGNALS: TelemetrySignal[] = [
-	'traces',
-	'logs',
-	'metrics',
-];
-
-export interface VariableFormModel {
-	/** Stable identifier, referenced in queries (e.g. `$name`); must be unique. */
-	name: string;
-	description: string;
-	hidden: boolean;
-	type: VariableType;
-
-	// List-variable common fields (Query / Custom / Dynamic).
-	multiSelect: boolean;
-	showAllOption: boolean;
-	sort: VariableSort;
-
-	// Type-specific.
-	queryValue: string; // QUERY
-	customValue: string; // CUSTOM
-	textValue: string; // TEXT
-	textConstant: boolean; // TEXT
-	dynamicAttribute: string; // DYNAMIC — the telemetry field name
-	dynamicSignal: TelemetrySignal; // DYNAMIC — the telemetry signal
-
-	/**
-	 * Runtime-selected default, not editable in the management tab yet; carried
-	 * through edits so saving a definition doesn't clobber it.
-	 */
-	defaultValue?: VariableDefaultValueDTO;
-}
-
-export function emptyVariableFormModel(): VariableFormModel {
-	return {
-		name: '',
-		description: '',
-		hidden: false,
-		type: 'QUERY',
-		multiSelect: false,
-		showAllOption: false,
-		sort: 'DISABLED',
-		queryValue: '',
-		customValue: '',
-		textValue: '',
-		textConstant: false,
-		dynamicAttribute: '',
-		dynamicSignal: 'traces',
-	};
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variablePatchOps.ts

@@ -1,22 +0,0 @@
-import type {
-	DashboardtypesJSONPatchOperationDTO,
-	DashboardtypesVariableDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-/**
- * Builds the JSON-Patch to persist the dashboard's variable list. Add/edit/
- * delete/reorder all replace the whole `/spec/variables` array in one atomic op
- * — simpler and race-free vs per-index patches. RFC-6902 `add` on an object
- * member sets-or-replaces, so it works whether or not `variables` already exists.
- */
-export function buildVariablesPatch(
-	variables: DashboardtypesVariableDTO[],
-): DashboardtypesJSONPatchOperationDTO[] {
-	return [
-		{
-			op: 'add' as DashboardtypesJSONPatchOperationDTO['op'],
-			path: '/spec/variables',
-			value: variables,
-		},
-	];
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/index.tsx

@@ -1,39 +1,48 @@
 import { useMemo } from 'react';
 
 import { Braces, Globe, Table } from '@signozhq/icons';
-import { TabItemProps, Tabs } from '@signozhq/ui/tabs';
+import { Tabs } from '@signozhq/ui/tabs';
 import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
 
 import GeneralSettings from './General';
 import { SettingsTabPlaceholder } from './utils';
-import VariablesSettings from './Variables';
+
+import styles from './DashboardSettings.module.scss';
 
 interface DashboardSettingsProps {
 	dashboard: DashboardtypesGettableDashboardV2DTO;
 }
 
+function tabLabel(icon: JSX.Element, text: string): JSX.Element {
+	return (
+		<span className={styles.tabLabel}>
+			{icon}
+			{text}
+		</span>
+	);
+}
+
 function DashboardSettings({ dashboard }: DashboardSettingsProps): JSX.Element {
-	const items: TabItemProps[] = useMemo(
+	const items = useMemo(
 		() => [
 			{
 				key: 'general',
-				label: 'General',
+				label: tabLabel(<Table size={14} />, 'General'),
 				children: <GeneralSettings dashboard={dashboard} />,
-				prefixIcon: <Table size={14} />,
 			},
 			{
 				key: 'variables',
-				label: 'Variables',
-				children: <VariablesSettings dashboard={dashboard} />,
-				prefixIcon: <Braces size={14} />,
+				label: tabLabel(<Braces size={14} />, 'Variables'),
+				children: (
+					<SettingsTabPlaceholder message="V2 dashboard variables coming next." />
+				),
 			},
 			{
 				key: 'public-dashboard',
-				label: 'Publish',
+				label: tabLabel(<Globe size={14} />, 'Publish'),
 				children: (
 					<SettingsTabPlaceholder message="V2 public dashboard publishing coming next." />
 				),
-				prefixIcon: <Globe size={14} />,
 			},
 		],
 		[dashboard],

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/TraceFlamegraph.tsx

@@ -1,7 +1,7 @@
 import { useCallback, useEffect, useMemo, useState } from 'react';
 import { useHistory, useLocation, useParams } from 'react-router-dom';
 import { Skeleton } from 'antd';
-import useGetTraceFlamegraphV3 from 'hooks/trace/useGetTraceFlamegraphV3';
+import useGetTraceFlamegraph from 'hooks/trace/useGetTraceFlamegraph';
 import useUrlQuery from 'hooks/useUrlQuery';
 import { TraceDetailFlamegraphURLProps } from 'types/api/trace/getTraceFlamegraph';
 import { SpanV3 } from 'types/api/trace/getTraceV3';
@@ -53,9 +53,6 @@ function TraceFlamegraph({
 	);
 
 	const previewFields = useTraceStore((s) => s.previewFields);
-	// Gate the fetch until prefs load, else selectFields (in the query key)
-	// repopulates and triggers a second fetch.
-	const userPrefsReady = useTraceStore((s) => s.userPreferences !== null);
 
 	// Color-by fields baseline + user-picked preview fields. De-duped by `name`,
 	// color-by entries first so their canonical metadata wins on collision.
@@ -73,14 +70,17 @@ function TraceFlamegraph({
 		data,
 		isFetching,
 		error: fetchError,
-	} = useGetTraceFlamegraphV3({
+	} = useGetTraceFlamegraph({
 		traceId,
 		selectedSpanId: selectedSpanIdForFetch,
+		limit: FLAMEGRAPH_SPAN_LIMIT,
 		selectFields: flamegraphSelectFields,
-		enabled: !!traceId && userPrefsReady,
 	});
 
-	const spans = useMemo(() => data?.spans || [], [data?.spans]);
+	const spans = useMemo(
+		() => data?.payload?.spans || [],
+		[data?.payload?.spans],
+	);
 
 	const {
 		layout,
@@ -99,8 +99,8 @@ function TraceFlamegraph({
 						setFirstSpanAtFetchLevel={setFirstSpanAtFetchLevel}
 						onSpanClick={handleSpanClick}
 						traceMetadata={{
-							startTime: data?.startTimestampMillis || 0,
-							endTime: data?.endTimestampMillis || 0,
+							startTime: data?.payload?.startTimestampMillis || 0,
+							endTime: data?.payload?.endTimestampMillis || 0,
 						}}
 						filteredSpanIds={filteredSpanIds}
 						isFilterActive={isFilterActive}
@@ -124,7 +124,7 @@ function TraceFlamegraph({
 		if (fetchError || workerError) {
 			return <Error error={(fetchError || workerError) as any} />;
 		}
-		if (data?.spans && data.spans.length === 0) {
+		if (data?.payload?.spans && data.payload.spans.length === 0) {
 			return <div>No data found for trace {traceId}</div>;
 		}
 		return (
@@ -134,17 +134,17 @@ function TraceFlamegraph({
 				setFirstSpanAtFetchLevel={setFirstSpanAtFetchLevel}
 				onSpanClick={handleSpanClick}
 				traceMetadata={{
-					startTime: data?.startTimestampMillis || 0,
-					endTime: data?.endTimestampMillis || 0,
+					startTime: data?.payload?.startTimestampMillis || 0,
+					endTime: data?.payload?.endTimestampMillis || 0,
 				}}
 				filteredSpanIds={filteredSpanIds}
 				isFilterActive={isFilterActive}
 			/>
 		);
 	}, [
-		data?.endTimestampMillis,
-		data?.startTimestampMillis,
-		data?.spans,
+		data?.payload?.endTimestampMillis,
+		data?.payload?.startTimestampMillis,
+		data?.payload?.spans,
 		fetchError,
 		filteredSpanIds,
 		firstSpanAtFetchLevel,

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/__tests__/TraceFlamegraph.test.tsx

@@ -1,12 +1,12 @@
 import { render } from '@testing-library/react';
-import useGetTraceFlamegraphV3 from 'hooks/trace/useGetTraceFlamegraphV3';
+import useGetTraceFlamegraph from 'hooks/trace/useGetTraceFlamegraph';
 import { AllTheProviders } from 'tests/test-utils';
 import { SpanV3 } from 'types/api/trace/getTraceV3';
 
 import { FLAMEGRAPH_SPAN_LIMIT } from '../constants';
 import TraceFlamegraph from '../TraceFlamegraph';
 
-jest.mock('hooks/trace/useGetTraceFlamegraphV3');
+jest.mock('hooks/trace/useGetTraceFlamegraph');
 
 // Short-circuit the worker so the test doesn't depend on layout computation.
 jest.mock('../hooks/useVisualLayoutWorker', () => ({
@@ -17,8 +17,9 @@ jest.mock('../hooks/useVisualLayoutWorker', () => ({
 	}),
 }));
 
-const mockUseGetTraceFlamegraph =
-	useGetTraceFlamegraphV3 as jest.MockedFunction<typeof useGetTraceFlamegraphV3>;
+const mockUseGetTraceFlamegraph = useGetTraceFlamegraph as jest.MockedFunction<
+	typeof useGetTraceFlamegraph
+>;
 
 function renderFlamegraph(props: {
 	selectedSpan: SpanV3 | undefined;
@@ -44,7 +45,7 @@ describe('TraceFlamegraph - selectedSpanId pass-through', () => {
 	beforeEach(() => {
 		mockUseGetTraceFlamegraph.mockReset();
 		mockUseGetTraceFlamegraph.mockReturnValue({
-			data: { spans: [] },
+			data: { payload: { spans: [] } },
 			isFetching: false,
 			error: null,
 		} as never);

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/__tests__/computeVisualLayout.test.ts

@@ -1,4 +1,4 @@
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 import {
 	computeVisualLayout,
@@ -14,12 +14,12 @@ function makeSpan(
 ): FlamegraphSpan {
 	return {
 		parentSpanId: '',
+		traceId: 'trace-1',
 		hasError: false,
+		serviceName: 'svc',
 		name: 'op',
 		level: 0,
 		event: [],
-		resource: {},
-		attributes: {},
 		...overrides,
 	};
 }

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/__tests__/testUtils.ts

@@ -1,4 +1,4 @@
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 /** Minimal FlamegraphSpan for unit tests */
 export const MOCK_SPAN: FlamegraphSpan = {
@@ -6,12 +6,12 @@ export const MOCK_SPAN: FlamegraphSpan = {
 	durationNano: 50_000_000, // 50ms
 	spanId: 'span-1',
 	parentSpanId: '',
+	traceId: 'trace-1',
 	hasError: false,
+	serviceName: 'test-service',
 	name: 'test-span',
 	level: 0,
 	event: [],
-	resource: {},
-	attributes: {},
 };
 
 /** Nested spans structure for findSpanById tests */

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/__tests__/utils.presentation.test.ts

@@ -65,25 +65,37 @@ describe('Presentation / Styling Utils', () => {
 	describe('getFlamegraphSpanGroupValue', () => {
 		it('returns resource[field.name] when present', () => {
 			const value = getFlamegraphSpanGroupValue(
-				{ resource: { 'service.name': 'svc-from-resource' } },
+				{
+					serviceName: 'legacy',
+					resource: { 'service.name': 'svc-from-resource' },
+				},
 				SERVICE_FIELD,
 			);
 			expect(value).toBe('svc-from-resource');
 		});
 
-		it('returns "unknown" for service.name when resource is empty', () => {
-			const value = getFlamegraphSpanGroupValue({ resource: {} }, SERVICE_FIELD);
-			expect(value).toBe('unknown');
+		it('falls back to top-level serviceName for service.name when resource is empty', () => {
+			const value = getFlamegraphSpanGroupValue(
+				{ serviceName: 'svc-legacy', resource: {} },
+				SERVICE_FIELD,
+			);
+			expect(value).toBe('svc-legacy');
 		});
 
 		it('returns "unknown" for non-service fields when resource is missing', () => {
-			const value = getFlamegraphSpanGroupValue({ resource: {} }, HOST_FIELD);
+			const value = getFlamegraphSpanGroupValue(
+				{ serviceName: 'svc', resource: {} },
+				HOST_FIELD,
+			);
 			expect(value).toBe('unknown');
 		});
 
 		it('reads host.name from resource when present', () => {
 			const value = getFlamegraphSpanGroupValue(
-				{ resource: { 'host.name': 'host-1' } },
+				{
+					serviceName: 'svc',
+					resource: { 'host.name': 'host-1' },
+				},
 				HOST_FIELD,
 			);
 			expect(value).toBe('host-1');

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/computeVisualLayout.ts

@@ -1,10 +1,11 @@
 /* eslint-disable sonarjs/cognitive-complexity */
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 export interface ConnectorLine {
 	parentRow: number;
 	childRow: number;
 	timestampMs: number;
+	serviceName: string;
 	// Snapshot of the child span's resource so draw-time can resolve the
 	// `colorByField` group value without crossing the worker boundary.
 	resource?: Record<string, string>;
@@ -158,8 +159,24 @@ export function computeVisualLayout(spans: FlamegraphSpan[][]): VisualLayout {
 		}
 	}
 
+	// Extract parentSpanId — the field may be missing at runtime when the API
+	// returns `references` instead.  Fall back to the first CHILD_OF reference.
 	function getParentId(span: FlamegraphSpan): string {
-		return span.parentSpanId || '';
+		if (span.parentSpanId) {
+			return span.parentSpanId;
+		}
+		// eslint-disable-next-line @typescript-eslint/no-explicit-any
+		const refs = (span as any).references as
+			| Array<{ spanId?: string; refType?: string }>
+			| undefined;
+		if (refs) {
+			for (const ref of refs) {
+				if (ref.refType === 'CHILD_OF' && ref.spanId) {
+					return ref.spanId;
+				}
+			}
+		}
+		return '';
 	}
 
 	// Build children map and identify roots
@@ -463,6 +480,7 @@ export function computeVisualLayout(spans: FlamegraphSpan[][]): VisualLayout {
 				parentRow,
 				childRow,
 				timestampMs: child.timestamp,
+				serviceName: child.serviceName,
 				resource: child.resource,
 			});
 		}

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/hooks/useFlamegraphDraw.ts

@@ -1,7 +1,7 @@
 import React, { RefObject, useCallback, useMemo, useRef } from 'react';
 import { generateColorPair } from 'pages/TraceDetailsV3/utils/generateColorPair';
 import { useTraceStore } from 'pages/TraceDetailsV3/stores/traceStore';
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 import { TelemetryFieldKey } from 'types/api/v5/queryRange';
 
 import { ConnectorLine } from '../computeVisualLayout';
@@ -200,7 +200,7 @@ function drawConnectorLines(args: DrawConnectorLinesArgs): void {
 		}
 
 		const groupValue = getFlamegraphSpanGroupValue(
-			{ resource: conn.resource },
+			{ serviceName: conn.serviceName, resource: conn.resource },
 			colorByField,
 		);
 		const pair = generateColorPair(groupValue);

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/hooks/useFlamegraphHover.ts

@@ -11,9 +11,10 @@ import {
 import { useTraceStore } from 'pages/TraceDetailsV3/stores/traceStore';
 import { RESERVED_PREVIEW_KEYS } from 'pages/TraceDetailsV3/SpanHoverCard/SpanHoverCard';
 import { getSpanAttribute } from 'pages/TraceDetailsV3/utils';
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
-import { EventRect, ITraceMetadata, SpanRect } from '../types';
+import { EventRect, SpanRect } from '../types';
+import { ITraceMetadata } from '../types';
 import {
 	getFlamegraphServiceName,
 	getFlamegraphSpanGroupValue,
@@ -199,7 +200,7 @@ export function useFlamegraphHover(
 
 			if (eventRect) {
 				const { event, span } = eventRect;
-				const eventTimeMs = (event.timeUnixNano ?? 0) / 1e6;
+				const eventTimeMs = event.timeUnixNano / 1e6;
 				setHoveredEventKey(`${span.spanId}-${event.name}-${event.timeUnixNano}`);
 				setHoveredSpanId(span.spanId);
 				setTooltipContent({
@@ -219,10 +220,10 @@ export function useFlamegraphHover(
 						return isDarkMode ? pair.color : pair.colorDark;
 					})(),
 					event: {
-						name: event.name ?? '',
+						name: event.name,
 						timeOffsetMs: eventTimeMs - span.timestamp,
-						isError: event.isError ?? false,
-						attributeMap: (event.attributeMap as Record<string, string>) ?? {},
+						isError: event.isError,
+						attributeMap: event.attributeMap || {},
 					},
 				});
 				updateCursor(canvas, eventRect.span);

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/hooks/useScrollToSpan.ts

@@ -5,7 +5,7 @@ import {
 	SetStateAction,
 	useEffect,
 } from 'react';
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 import { MIN_VISIBLE_SPAN_MS } from '../constants';
 import { ITraceMetadata } from '../types';

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/hooks/useVisualLayoutWorker.ts

@@ -1,5 +1,5 @@
 import { useEffect, useRef, useState } from 'react';
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 import { computeVisualLayout, VisualLayout } from '../computeVisualLayout';
 import { LayoutWorkerResponse } from '../visualLayoutWorkerTypes';

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/types.ts

@@ -1,8 +1,5 @@
-import {
-	SpantypesEventDTO as FlamegraphEvent,
-	SpantypesFlamegraphSpanDTO as FlamegraphSpan,
-} from 'api/generated/services/sigNoz.schemas';
 import { Dispatch, SetStateAction } from 'react';
+import { Event, FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 import { VisualLayout } from './computeVisualLayout';
 
@@ -31,7 +28,7 @@ export interface SpanRect {
 }
 
 export interface EventRect {
-	event: FlamegraphEvent;
+	event: Event;
 	span: FlamegraphSpan;
 	cx: number;
 	cy: number;

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/utils.ts

@@ -7,7 +7,7 @@ import {
 	generateColorPair,
 	RESERVED_ERROR,
 } from 'pages/TraceDetailsV3/utils/generateColorPair';
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 import { TelemetryFieldKey } from 'types/api/v5/queryRange';
 
 import {
@@ -74,25 +74,34 @@ export function getFlamegraphRowMetrics(
 
 /**
  * Resolve the displayed service.name for a flamegraph span. Used by tooltips
- * (service identity, independent of the active colour-by field). Reads
- * `resource['service.name']`.
+ * (service identity, independent of the active colour-by field). Prefers
+ * `resource['service.name']` with legacy top-level `serviceName` fallback.
  */
 export function getFlamegraphServiceName(
-	span: Partial<Pick<FlamegraphSpan, 'resource' | 'attributes'>>,
+	span: Pick<FlamegraphSpan, 'serviceName' | 'resource' | 'attributes'>,
 ): string {
-	return getSpanAttribute(span, 'service.name') || '';
+	return getSpanAttribute(span, 'service.name') || span.serviceName || '';
 }
 
 /**
  * Resolve the value used to bucket a flamegraph span by colour for the given
- * field. Prefers `resource[field.name]` (contract from `selectFields`), falling
- * back to `'unknown'`.
+ * field. Prefers `resource[field.name]` (new contract from `selectFields`).
+ * For `service.name`, falls back to the legacy top-level `serviceName` when
+ * resource is empty (backward-compat with backends that haven't shipped
+ * `selectFields` yet). For other fields, falls back to `'unknown'`.
  */
 export function getFlamegraphSpanGroupValue(
-	span: Partial<Pick<FlamegraphSpan, 'resource' | 'attributes'>>,
+	span: Pick<FlamegraphSpan, 'serviceName' | 'resource' | 'attributes'>,
 	field: TelemetryFieldKey,
 ): string {
-	return getSpanAttribute(span, field.name) || 'unknown';
+	const fromAttribute = getSpanAttribute(span, field.name);
+	if (fromAttribute) {
+		return fromAttribute;
+	}
+	if (field.name === 'service.name') {
+		return span.serviceName || 'unknown';
+	}
+	return 'unknown';
 }
 
 interface GetSpanColorArgs {
@@ -287,7 +296,7 @@ export function drawSpanBar(args: DrawSpanBarArgs): void {
 			return;
 		}
 
-		const eventTimeMs = (event.timeUnixNano ?? 0) / 1e6;
+		const eventTimeMs = event.timeUnixNano / 1e6;
 		const eventOffsetPercent =
 			((eventTimeMs - span.timestamp) / spanDurationMs) * 100;
 		const clampedOffset = clamp(eventOffsetPercent, 1, 99);
@@ -297,11 +306,7 @@ export function drawSpanBar(args: DrawSpanBarArgs): void {
 		// Event dots derive from the effective bar color so they track the
 		// light/dark variant the bar is rendered with.
 		const parentBarColor = isDarkMode ? color : colorDark;
-		const dotColor = getEventDotColor(
-			parentBarColor,
-			event.isError ?? false,
-			isDarkMode,
-		);
+		const dotColor = getEventDotColor(parentBarColor, event.isError, isDarkMode);
 		const eventKey = `${span.spanId}-${event.name}-${event.timeUnixNano}`;
 		const isEventHovered = hoveredEventKey === eventKey;
 		const dotSize = isEventHovered

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/visualLayoutWorkerTypes.ts

@@ -1,4 +1,4 @@
-import { SpantypesFlamegraphSpanDTO as FlamegraphSpan } from 'api/generated/services/sigNoz.schemas';
+import { FlamegraphSpan } from 'types/api/trace/getTraceFlamegraph';
 
 import { VisualLayout } from './computeVisualLayout';
 

pkg/apiserver/signozapiserver/provider.go

@@ -31,7 +31,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/ruler"
-	"github.com/SigNoz/signoz/pkg/statsreporter"
 	"github.com/SigNoz/signoz/pkg/types"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/zeus"
@@ -71,7 +70,6 @@ type provider struct {
 	traceDetailHandler      tracedetail.Handler
 	rulerHandler            ruler.Handler
 	llmPricingRuleHandler   llmpricingrule.Handler
-	statsHandler            statsreporter.Handler
 }
 
 func NewFactory(
@@ -104,7 +102,6 @@ func NewFactory(
 	llmPricingRuleHandler llmpricingrule.Handler,
 	traceDetailHandler tracedetail.Handler,
 	rulerHandler ruler.Handler,
-	statsHandler statsreporter.Handler,
 ) factory.ProviderFactory[apiserver.APIServer, apiserver.Config] {
 	return factory.NewProviderFactory(factory.MustNewName("signoz"), func(ctx context.Context, providerSettings factory.ProviderSettings, config apiserver.Config) (apiserver.APIServer, error) {
 		return newProvider(
@@ -140,7 +137,6 @@ func NewFactory(
 			llmPricingRuleHandler,
 			traceDetailHandler,
 			rulerHandler,
-			statsHandler,
 		)
 	})
 }
@@ -178,7 +174,6 @@ func newProvider(
 	llmPricingRuleHandler llmpricingrule.Handler,
 	traceDetailHandler tracedetail.Handler,
 	rulerHandler ruler.Handler,
-	statsHandler statsreporter.Handler,
 ) (apiserver.APIServer, error) {
 	settings := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/pkg/apiserver/signozapiserver")
 	router := mux.NewRouter().UseEncodedPath()
@@ -215,7 +210,6 @@ func newProvider(
 		traceDetailHandler:      traceDetailHandler,
 		rulerHandler:            rulerHandler,
 		llmPricingRuleHandler:   llmPricingRuleHandler,
-		statsHandler:            statsHandler,
 	}
 
 	provider.authzMiddleware = middleware.NewAuthZ(settings.Logger(), orgGetter, authzService)
@@ -340,10 +334,6 @@ func (provider *provider) AddToRouter(router *mux.Router) error {
 		return err
 	}
 
-	if err := provider.addStatsReporterRoutes(router); err != nil {
-		return err
-	}
-
 	return nil
 }
 

pkg/apiserver/signozapiserver/statsreporter.go

@@ -1,33 +0,0 @@
-package signozapiserver
-
-import (
-	"net/http"
-
-	"github.com/SigNoz/signoz/pkg/http/handler"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/gorilla/mux"
-)
-
-func (provider *provider) addStatsReporterRoutes(router *mux.Router) error {
-	if err := router.Handle("/api/v1/stats", handler.New(
-		provider.authzMiddleware.ViewAccess(provider.statsHandler.Get),
-		handler.OpenAPIDef{
-			ID:                  "GetStats",
-			Tags:                []string{"stats"},
-			Summary:             "Get stats",
-			Description:         "This endpoint returns the collected stats for the organization",
-			Request:             nil,
-			RequestContentType:  "",
-			Response:            map[string]any{},
-			ResponseContentType: "application/json",
-			SuccessStatusCode:   http.StatusOK,
-			ErrorStatusCodes:    []int{},
-			Deprecated:          false,
-			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-		},
-	)).Methods(http.MethodGet).GetError(); err != nil {
-		return err
-	}
-
-	return nil
-}

pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/sqldatabase/icon.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 18 18"><defs><linearGradient id="f67d1585-6164-4ad0-b2dd-f9cc59b2969f" x1="9.908" y1="15.943" x2="7.516" y2="2.383" gradientUnits="userSpaceOnUse"><stop offset="0.15" stop-color="#0078d4"/><stop offset="0.8" stop-color="#5ea0ef"/><stop offset="1" stop-color="#83b9f9"/></linearGradient></defs><g id="a4fd1868-54fe-4ca6-8ff6-3b01866dc27b"><path d="M14.49,7.15A5.147,5.147,0,0,0,9.24,2.164,5.272,5.272,0,0,0,4.216,5.653,4.869,4.869,0,0,0,0,10.4a4.946,4.946,0,0,0,5.068,4.814H13.82A4.292,4.292,0,0,0,18,11.127,4.105,4.105,0,0,0,14.49,7.15Z" fill="url(#f67d1585-6164-4ad0-b2dd-f9cc59b2969f)"/><path d="M12.9,11.4V8H12v4.13h2.46V11.4ZM5.76,9.73a1.825,1.825,0,0,1-.51-.31.441.441,0,0,1-.12-.32.342.342,0,0,1,.15-.3.683.683,0,0,1,.42-.12,1.62,1.62,0,0,1,1,.29V8.11a2.58,2.58,0,0,0-1-.16,1.641,1.641,0,0,0-1.09.34,1.08,1.08,0,0,0-.42.89c0,.51.32.91,1,1.21a2.907,2.907,0,0,1,.62.36.419.419,0,0,1,.15.32.381.381,0,0,1-.16.31.806.806,0,0,1-.45.11,1.66,1.66,0,0,1-1.09-.42V12a2.173,2.173,0,0,0,1.07.24,1.877,1.877,0,0,0,1.18-.33A1.08,1.08,0,0,0,6.84,11a1.048,1.048,0,0,0-.25-.7A2.425,2.425,0,0,0,5.76,9.73ZM11,11.32A2.191,2.191,0,0,0,11,9a1.808,1.808,0,0,0-.7-.75,2,2,0,0,0-1-.26,2.112,2.112,0,0,0-1.08.27A1.856,1.856,0,0,0,7.49,9a2.465,2.465,0,0,0-.26,1.14,2.256,2.256,0,0,0,.24,1,1.766,1.766,0,0,0,.69.74,2.056,2.056,0,0,0,1,.3l.86,1h1.21L10,12.08A1.79,1.79,0,0,0,11,11.32Zm-1-.25a.941.941,0,0,1-.76.35.916.916,0,0,1-.76-.36,1.523,1.523,0,0,1-.29-1,1.529,1.529,0,0,1,.29-1,1,1,0,0,1,.78-.37.869.869,0,0,1,.75.37,1.619,1.619,0,0,1,.27,1A1.459,1.459,0,0,1,10,11.07Z" fill="#f2f2f2"/></g>​</svg>

pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/sqldatabase/integration.json

@@ -0,0 +1,565 @@
+{
+  "id": "sqldatabase",
+  "title": "Azure SQL Database",
+  "icon": "file://icon.svg",
+  "overview": "file://overview.md",
+  "supportedSignals": {
+    "metrics": true,
+    "logs": true
+  },
+  "dataCollected": {
+    "metrics": [
+      {
+        "name": "azure_cpu_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Percentage of CPU used by the database workload, relative to its limit."
+      },
+      {
+        "name": "azure_cpu_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Percentage of CPU used by the database workload, relative to its limit."
+      },
+      {
+        "name": "azure_cpu_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Percentage of CPU used by the database workload, relative to its limit."
+      },
+      {
+        "name": "azure_sql_instance_cpu_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Total CPU usage (user plus system) of the SQL instance, as a percentage."
+      },
+      {
+        "name": "azure_sql_instance_cpu_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Total CPU usage (user plus system) of the SQL instance, as a percentage."
+      },
+      {
+        "name": "azure_sql_instance_cpu_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Total CPU usage (user plus system) of the SQL instance, as a percentage."
+      },
+      {
+        "name": "azure_sql_instance_memory_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Memory usage of the SQL instance, as a percentage of its limit."
+      },
+      {
+        "name": "azure_sql_instance_memory_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Memory usage of the SQL instance, as a percentage of its limit."
+      },
+      {
+        "name": "azure_sql_instance_memory_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Memory usage of the SQL instance, as a percentage of its limit."
+      },
+      {
+        "name": "azure_physical_data_read_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data file IO usage as a percentage of the limit."
+      },
+      {
+        "name": "azure_physical_data_read_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data file IO usage as a percentage of the limit."
+      },
+      {
+        "name": "azure_physical_data_read_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data file IO usage as a percentage of the limit."
+      },
+      {
+        "name": "azure_log_write_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Transaction log write throughput as a percentage of the limit."
+      },
+      {
+        "name": "azure_log_write_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Transaction log write throughput as a percentage of the limit."
+      },
+      {
+        "name": "azure_log_write_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Transaction log write throughput as a percentage of the limit."
+      },
+      {
+        "name": "azure_workers_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Worker threads in use as a percentage of the limit."
+      },
+      {
+        "name": "azure_workers_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Worker threads in use as a percentage of the limit."
+      },
+      {
+        "name": "azure_workers_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Worker threads in use as a percentage of the limit."
+      },
+      {
+        "name": "azure_sessions_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Active sessions as a percentage of the limit."
+      },
+      {
+        "name": "azure_sessions_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Active sessions as a percentage of the limit."
+      },
+      {
+        "name": "azure_sessions_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Active sessions as a percentage of the limit."
+      },
+      {
+        "name": "azure_sessions_count_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of active sessions."
+      },
+      {
+        "name": "azure_sessions_count_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of active sessions."
+      },
+      {
+        "name": "azure_sessions_count_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of active sessions."
+      },
+      {
+        "name": "azure_dtu_consumption_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "DTU consumption as a percentage of the limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_consumption_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "DTU consumption as a percentage of the limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_consumption_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "DTU consumption as a percentage of the limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_used_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTUs used (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_used_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTUs used (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_used_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTUs used (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_limit_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTU limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_limit_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTU limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_dtu_limit_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "DTU limit (DTU-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_used_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCores used (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_used_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCores used (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_used_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCores used (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_limit_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCore limit (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_limit_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCore limit (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_cpu_limit_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "vCore limit (vCore-based purchasing model)."
+      },
+      {
+        "name": "azure_storage_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space used by the database."
+      },
+      {
+        "name": "azure_storage_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space used by the database."
+      },
+      {
+        "name": "azure_storage_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space used by the database."
+      },
+      {
+        "name": "azure_storage_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data space used as a percentage of the maximum data size."
+      },
+      {
+        "name": "azure_storage_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data space used as a percentage of the maximum data size."
+      },
+      {
+        "name": "azure_storage_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Data space used as a percentage of the maximum data size."
+      },
+      {
+        "name": "azure_allocated_data_storage_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space allocated to the database (includes unused space)."
+      },
+      {
+        "name": "azure_allocated_data_storage_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space allocated to the database (includes unused space)."
+      },
+      {
+        "name": "azure_allocated_data_storage_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Data space allocated to the database (includes unused space)."
+      },
+      {
+        "name": "azure_xtp_storage_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "In-Memory OLTP storage used as a percentage of the limit."
+      },
+      {
+        "name": "azure_xtp_storage_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "In-Memory OLTP storage used as a percentage of the limit."
+      },
+      {
+        "name": "azure_xtp_storage_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "In-Memory OLTP storage used as a percentage of the limit."
+      },
+      {
+        "name": "azure_full_backup_size_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative full backup storage size."
+      },
+      {
+        "name": "azure_full_backup_size_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative full backup storage size."
+      },
+      {
+        "name": "azure_full_backup_size_bytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative full backup storage size."
+      },
+      {
+        "name": "azure_diff_backup_size_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative differential backup storage size."
+      },
+      {
+        "name": "azure_diff_backup_size_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative differential backup storage size."
+      },
+      {
+        "name": "azure_diff_backup_size_bytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative differential backup storage size."
+      },
+      {
+        "name": "azure_log_backup_size_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative transaction log backup storage size."
+      },
+      {
+        "name": "azure_log_backup_size_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative transaction log backup storage size."
+      },
+      {
+        "name": "azure_log_backup_size_bytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": "Cumulative transaction log backup storage size."
+      },
+      {
+        "name": "azure_replication_lag_seconds_average",
+        "unit": "Seconds",
+        "type": "Gauge",
+        "description": "Geo-replication lag (RPO) in seconds; reported on the primary database only."
+      },
+      {
+        "name": "azure_replication_lag_seconds_maximum",
+        "unit": "Seconds",
+        "type": "Gauge",
+        "description": "Geo-replication lag (RPO) in seconds; reported on the primary database only."
+      },
+      {
+        "name": "azure_replication_lag_seconds_minimum",
+        "unit": "Seconds",
+        "type": "Gauge",
+        "description": "Geo-replication lag (RPO) in seconds; reported on the primary database only."
+      },
+      {
+        "name": "azure_connection_successful_total",
+        "unit": "Count",
+        "type": "Sum",
+        "description": "Number of successful connections."
+      },
+      {
+        "name": "azure_connection_successful_count",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of successful connections."
+      },
+      {
+        "name": "azure_connection_failed_total",
+        "unit": "Count",
+        "type": "Sum",
+        "description": "Number of failed connections caused by system errors."
+      },
+      {
+        "name": "azure_connection_failed_count",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of failed connections caused by system errors."
+      },
+      {
+        "name": "azure_connection_failed_user_error_total",
+        "unit": "Count",
+        "type": "Sum",
+        "description": "Number of failed connections caused by user errors."
+      },
+      {
+        "name": "azure_connection_failed_user_error_count",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of failed connections caused by user errors."
+      },
+      {
+        "name": "azure_blocked_by_firewall_total",
+        "unit": "Count",
+        "type": "Sum",
+        "description": "Number of connection attempts blocked by the firewall."
+      },
+      {
+        "name": "azure_blocked_by_firewall_count",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of connection attempts blocked by the firewall."
+      },
+      {
+        "name": "azure_deadlock_total",
+        "unit": "Count",
+        "type": "Sum",
+        "description": "Number of deadlocks."
+      },
+      {
+        "name": "azure_deadlock_count",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Number of deadlocks."
+      },
+      {
+        "name": "azure_availability_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Database availability percentage (100 if connections succeed, 0 if all fail) per minute."
+      },
+      {
+        "name": "azure_availability_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Database availability percentage (100 if connections succeed, 0 if all fail) per minute."
+      },
+      {
+        "name": "azure_availability_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Database availability percentage (100 if connections succeed, 0 if all fail) per minute."
+      },
+      {
+        "name": "azure_availability_count",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "Database availability percentage (100 if connections succeed, 0 if all fail) per minute."
+      },
+      {
+        "name": "azure_availability_total",
+        "unit": "Percent",
+        "type": "Sum",
+        "description": "Database availability percentage (100 if connections succeed, 0 if all fail) per minute."
+      },
+      {
+        "name": "azure_tempdb_data_size_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in tempdb data files, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_data_size_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in tempdb data files, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_data_size_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in tempdb data files, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_log_size_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in the tempdb transaction log file, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_log_size_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in the tempdb transaction log file, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_log_size_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": "Space used in the tempdb transaction log file, in kilobytes."
+      },
+      {
+        "name": "azure_tempdb_log_used_percent_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "tempdb transaction log space used as a percentage."
+      },
+      {
+        "name": "azure_tempdb_log_used_percent_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "tempdb transaction log space used as a percentage."
+      },
+      {
+        "name": "azure_tempdb_log_used_percent_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": "tempdb transaction log space used as a percentage."
+      }
+    ],
+    "logs": [
+      {
+        "name": "Resource ID",
+        "path": "resources.azure.resource.id",
+        "type": "string"
+      }
+    ]
+  },
+  "telemetryCollectionStrategy": {
+    "azure": {
+      "resourceProvider": "Microsoft.Sql",
+      "resourceType": "servers/databases",
+      "metrics": {},
+      "logs": {
+        "categoryGroups": [
+          "allLogs"
+        ]
+      }
+    }
+  },
+  "assets": {
+    "dashboards": [
+      {
+        "id": "overview",
+        "title": "Azure SQL Database Overview",
+        "description": "Overview of Azure SQL Database metrics",
+        "definition": "file://assets/dashboards/overview.json"
+      }
+    ]
+  }
+}

pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/sqldatabase/overview.md

@@ -0,0 +1,7 @@
+### Monitor Azure SQL Database with SigNoz
+
+Collect key Azure SQL Database (single database) metrics and view them with an out of the box dashboard.
+
+This integration collects platform metrics for the `Microsoft.Sql/servers/databases` resource type.
+
+Note: This integration is for Azure SQL Database (the PaaS offering). Azure SQL Managed Instance and SQL Server on Azure VMs expose a different set of metrics and are not covered here.

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -10,9 +10,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/inframonitoringtypes"
-	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -50,8 +48,6 @@ func NewModule(
 }
 
 func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableHosts) (*inframonitoringtypes.Hosts, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListHosts")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -165,8 +161,6 @@ func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframon
 }
 
 func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostablePods) (*inframonitoringtypes.Pods, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListPods")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -250,8 +244,6 @@ func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframoni
 }
 
 func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNodes) (*inframonitoringtypes.Nodes, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListNodes")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -340,8 +332,6 @@ func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframon
 }
 
 func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableNamespaces) (*inframonitoringtypes.Namespaces, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListNamespaces")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -424,8 +414,6 @@ func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inf
 }
 
 func (m *module) ListClusters(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableClusters) (*inframonitoringtypes.Clusters, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListClusters")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -515,8 +503,6 @@ func (m *module) ListClusters(ctx context.Context, orgID valuer.UUID, req *infra
 }
 
 func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableVolumes) (*inframonitoringtypes.Volumes, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListVolumes")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -600,8 +586,6 @@ func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *infram
 }
 
 func (m *module) ListDeployments(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableDeployments) (*inframonitoringtypes.Deployments, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListDeployments")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -690,8 +674,6 @@ func (m *module) ListDeployments(ctx context.Context, orgID valuer.UUID, req *in
 }
 
 func (m *module) ListStatefulSets(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableStatefulSets) (*inframonitoringtypes.StatefulSets, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListStatefulSets")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -782,8 +764,6 @@ func (m *module) ListStatefulSets(ctx context.Context, orgID valuer.UUID, req *i
 }
 
 func (m *module) ListJobs(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableJobs) (*inframonitoringtypes.Jobs, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListJobs")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -874,8 +854,6 @@ func (m *module) ListJobs(ctx context.Context, orgID valuer.UUID, req *inframoni
 }
 
 func (m *module) ListDaemonSets(ctx context.Context, orgID valuer.UUID, req *inframonitoringtypes.PostableDaemonSets) (*inframonitoringtypes.DaemonSets, error) {
-	ctx = m.withInfraMonitoringContext(ctx, "ListDaemonSets")
-
 	if err := req.Validate(); err != nil {
 		return nil, err
 	}
@@ -964,12 +942,3 @@ func (m *module) ListDaemonSets(ctx context.Context, orgID valuer.UUID, req *inf
 
 	return resp, nil
 }
-
-func (m *module) withInfraMonitoringContext(ctx context.Context, functionName string) context.Context {
-	comments := map[string]string{
-		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
-		instrumentationtypes.CodeNamespace:    "infra-monitoring",
-		instrumentationtypes.CodeFunctionName: functionName,
-	}
-	return ctxtypes.NewContextWithCommentVals(ctx, comments)
-}

pkg/modules/tracedetail/impltracedetail/module.go

@@ -182,7 +182,7 @@ func (m *module) getFullFlamegraph(ctx context.Context, traceID string, summary
 		return nil, spantypes.ErrTraceNotFound
 	}
 	flamegraphTrace := spantypes.NewFlamegraphTraceFromStorable(fullSpans, selectFields)
-	return spantypes.NewGettableFlamegraphTrace(flamegraphTrace.GetAllLevels(), summary.Start, summary.End, false), nil
+	return spantypes.NewGettableFlamegraphTrace(flamegraphTrace.GetAllLevels(), summary.Start.UnixMilli(), summary.End.UnixMilli(), false), nil
 }
 
 // getWindowedFlamegraph returns a window of a max levels and max sampled spans per level around the selected span.
@@ -209,6 +209,10 @@ func (m *module) getWindowedFlamegraph(ctx context.Context, traceID, selectedSpa
 		return nil, err
 	}
 
-	enrichedSpans := flamegraphTrace.EnrichSelectedSpans(selectedSpans, fullSpans, selectFields)
-	return spantypes.NewGettableFlamegraphTrace(enrichedSpans, summary.Start, summary.End, true), nil
+	return spantypes.NewGettableFlamegraphTrace(
+		flamegraphTrace.EnrichSelectedSpans(selectedSpans, fullSpans, selectFields),
+		summary.Start.UnixMilli(),
+		summary.End.UnixMilli(),
+		true,
+	), nil
 }

pkg/querier/collect.go

@@ -1,78 +0,0 @@
-package querier
-
-import (
-	"context"
-	"fmt"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetrylogs"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/telemetrytraces"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-// Collect implements statsreporter.StatsCollector. It returns telemetry counts and last-observed
-// times for traces, logs and metrics. orgID is unused because the underlying tables are
-// cluster-global. Collection is best-effort: a failing query is logged and its key omitted rather
-// than failing the whole collection.
-func (q *querier) Collect(ctx context.Context, _ valuer.UUID) (map[string]any, error) {
-	stats := make(map[string]any)
-
-	tracesTable := fmt.Sprintf("%s.%s", telemetrytraces.DBName, telemetrytraces.SpanIndexV3TableName)
-	logsTable := fmt.Sprintf("%s.%s", telemetrylogs.DBName, telemetrylogs.LogsV2TableName)
-	metricsTable := fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.SamplesV4TableName)
-
-	var traces uint64
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT COUNT(*) FROM %s", tracesTable)).Scan(&traces); err == nil {
-		stats["telemetry.traces.count"] = traces
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect traces count", errors.Attr(err))
-	}
-
-	var logs uint64
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT COUNT(*) FROM %s", logsTable)).Scan(&logs); err == nil {
-		stats["telemetry.logs.count"] = logs
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect logs count", errors.Attr(err))
-	}
-
-	var metrics uint64
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT COUNT(*) FROM %s", metricsTable)).Scan(&metrics); err == nil {
-		stats["telemetry.metrics.count"] = metrics
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect metrics count", errors.Attr(err))
-	}
-
-	var tracesLastSeenAt time.Time
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT max(timestamp) FROM %s", tracesTable)).Scan(&tracesLastSeenAt); err == nil {
-		if tracesLastSeenAt.Unix() != 0 {
-			stats["telemetry.traces.last_observed.time"] = tracesLastSeenAt.UTC()
-			stats["telemetry.traces.last_observed.time_unix"] = tracesLastSeenAt.Unix()
-		}
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect traces last observed", errors.Attr(err))
-	}
-
-	var logsLastSeenAt time.Time
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT fromUnixTimestamp64Nano(max(timestamp)) FROM %s", logsTable)).Scan(&logsLastSeenAt); err == nil {
-		if logsLastSeenAt.Unix() != 0 {
-			stats["telemetry.logs.last_observed.time"] = logsLastSeenAt.UTC()
-			stats["telemetry.logs.last_observed.time_unix"] = logsLastSeenAt.Unix()
-		}
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect logs last observed", errors.Attr(err))
-	}
-
-	var metricsLastSeenAt time.Time
-	if err := q.telemetryStore.ClickhouseDB().QueryRow(ctx, fmt.Sprintf("SELECT toDateTime(max(unix_milli) / 1000) FROM %s", metricsTable)).Scan(&metricsLastSeenAt); err == nil {
-		if metricsLastSeenAt.Unix() != 0 {
-			stats["telemetry.metrics.last_observed.time"] = metricsLastSeenAt.UTC()
-			stats["telemetry.metrics.last_observed.time_unix"] = metricsLastSeenAt.Unix()
-		}
-	} else {
-		q.logger.DebugContext(ctx, "failed to collect metrics last observed", errors.Attr(err))
-	}
-
-	return stats, nil
-}

pkg/querier/interfaces.go

@@ -4,7 +4,6 @@ import (
 	"context"
 	"net/http"
 
-	"github.com/SigNoz/signoz/pkg/statsreporter"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
@@ -13,7 +12,6 @@ import (
 type Querier interface {
 	QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest) (*qbtypes.QueryRangeResponse, error)
 	QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream)
-	statsreporter.StatsCollector
 }
 
 // BucketCache is the interface for bucket-based caching.

pkg/signoz/handler.go

@@ -49,7 +49,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/ruler"
 	"github.com/SigNoz/signoz/pkg/ruler/signozruler"
-	"github.com/SigNoz/signoz/pkg/statsreporter"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/zeus"
 )
@@ -81,7 +80,6 @@ type Handlers struct {
 	TraceDetail             tracedetail.Handler
 	RulerHandler            ruler.Handler
 	LLMPricingRuleHandler   llmpricingrule.Handler
-	StatsHandler            statsreporter.Handler
 }
 
 func NewHandlers(
@@ -99,7 +97,6 @@ func NewHandlers(
 	registryHandler factory.Handler,
 	alertmanagerService alertmanager.Alertmanager,
 	rulerService ruler.Ruler,
-	statsAggregator statsreporter.Aggregator,
 ) Handlers {
 	return Handlers{
 		SavedView:               implsavedview.NewHandler(modules.SavedView),
@@ -128,6 +125,5 @@ func NewHandlers(
 		TraceDetail:             impltracedetail.NewHandler(modules.TraceDetail),
 		RulerHandler:            signozruler.NewHandler(rulerService),
 		LLMPricingRuleHandler:   impllmpricingrule.NewHandler(modules.LLMPricingRule),
-		StatsHandler:            statsreporter.NewHandler(statsAggregator),
 	}
 }

pkg/signoz/handler_test.go

@@ -63,7 +63,7 @@ func TestNewHandlers(t *testing.T) {
 
 	querierHandler := querier.NewHandler(providerSettings, nil, nil)
 	registryHandler := factory.NewHandler(nil)
-	handlers := NewHandlers(modules, providerSettings, nil, querierHandler, nil, nil, nil, nil, nil, nil, nil, registryHandler, alertmanager, nil, nil)
+	handlers := NewHandlers(modules, providerSettings, nil, querierHandler, nil, nil, nil, nil, nil, nil, nil, registryHandler, alertmanager, nil)
 	reflectVal := reflect.ValueOf(handlers)
 	for i := 0; i < reflectVal.NumField(); i++ {
 		f := reflectVal.Field(i)

pkg/signoz/openapi.go

@@ -36,7 +36,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/ruler"
-	"github.com/SigNoz/signoz/pkg/statsreporter"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/zeus"
 	"github.com/swaggest/jsonschema-go"
@@ -84,7 +83,6 @@ func NewOpenAPI(ctx context.Context, instrumentation instrumentation.Instrumenta
 		struct{ llmpricingrule.Handler }{},
 		struct{ tracedetail.Handler }{},
 		struct{ ruler.Handler }{},
-		struct{ statsreporter.Handler }{},
 	).New(ctx, instrumentation.ToProviderSettings(), apiserver.Config{})
 	if err != nil {
 		return nil, err

pkg/signoz/provider.go

@@ -264,9 +264,9 @@ func NewSharderProviderFactories() factory.NamedMap[factory.ProviderFactory[shar
 	)
 }
 
-func NewStatsReporterProviderFactories(aggregator statsreporter.Aggregator, orgGetter organization.Getter, userGetter user.Getter, tokenizer tokenizer.Tokenizer, build version.Build, analyticsConfig analytics.Config) factory.NamedMap[factory.ProviderFactory[statsreporter.StatsReporter, statsreporter.Config]] {
+func NewStatsReporterProviderFactories(telemetryStore telemetrystore.TelemetryStore, collectors []statsreporter.StatsCollector, orgGetter organization.Getter, userGetter user.Getter, tokenizer tokenizer.Tokenizer, build version.Build, analyticsConfig analytics.Config) factory.NamedMap[factory.ProviderFactory[statsreporter.StatsReporter, statsreporter.Config]] {
 	return factory.MustNewNamedMap(
-		analyticsstatsreporter.NewFactory(aggregator, orgGetter, userGetter, tokenizer, build, analyticsConfig),
+		analyticsstatsreporter.NewFactory(telemetryStore, collectors, orgGetter, userGetter, tokenizer, build, analyticsConfig),
 		noopstatsreporter.NewFactory(),
 	)
 }
@@ -309,7 +309,6 @@ func NewAPIServerProviderFactories(orgGetter organization.Getter, authz authz.Au
 			handlers.LLMPricingRuleHandler,
 			handlers.TraceDetail,
 			handlers.RulerHandler,
-			handlers.StatsHandler,
 		),
 	)
 }

pkg/signoz/provider_test.go

@@ -85,8 +85,8 @@ func TestNewProviderFactories(t *testing.T) {
 
 		userGetter := impluser.NewGetter(impluser.NewStore(sqlstoretest.New(sqlstore.Config{Provider: "sqlite"}, sqlmock.QueryMatcherEqual), instrumentationtest.New().ToProviderSettings()), userRoleStore, flagger)
 		orgGetter := implorganization.NewGetter(implorganization.NewStore(sqlstoretest.New(sqlstore.Config{Provider: "sqlite"}, sqlmock.QueryMatcherEqual)), nil)
-		statsAggregator := statsreporter.NewAggregator(providerSettings, []statsreporter.StatsCollector{})
-		NewStatsReporterProviderFactories(statsAggregator, orgGetter, userGetter, tokenizertest.NewMockTokenizer(t), version.Build{}, analytics.Config{Enabled: true})
+		telemetryStore := telemetrystoretest.New(telemetrystore.Config{Provider: "clickhouse"}, sqlmock.QueryMatcherEqual)
+		NewStatsReporterProviderFactories(telemetryStore, []statsreporter.StatsCollector{}, orgGetter, userGetter, tokenizertest.NewMockTokenizer(t), version.Build{}, analytics.Config{Enabled: true})
 	})
 
 	assert.NotPanics(t, func() {

pkg/signoz/signoz.go

@@ -499,18 +499,14 @@ func New(
 		serviceAccount,
 		cloudIntegrationModule,
 		modules.LogsPipeline,
-		querier,
 	}
 
-	// Initialize the stats aggregator (always-on, independent of whether reporting is enabled)
-	statsAggregator := statsreporter.NewAggregator(providerSettings, statsCollectors)
-
 	// Initialize stats reporter from the available stats reporter provider factories
 	statsReporter, err := factory.NewProviderFromNamedMap(
 		ctx,
 		providerSettings,
 		config.StatsReporter,
-		NewStatsReporterProviderFactories(statsAggregator, orgGetter, userGetter, tokenizer, version.Info, config.Analytics),
+		NewStatsReporterProviderFactories(telemetrystore, statsCollectors, orgGetter, userGetter, tokenizer, version.Info, config.Analytics),
 		config.StatsReporter.Provider(),
 	)
 	if err != nil {
@@ -539,7 +535,7 @@ func New(
 
 	// Initialize all handlers for the modules
 	registryHandler := factory.NewHandler(registry)
-	handlers := NewHandlers(modules, providerSettings, analytics, querierHandler, licensing, global, flagger, gateway, telemetryMetadataStore, authz, zeus, registryHandler, alertmanager, rulerInstance, statsAggregator)
+	handlers := NewHandlers(modules, providerSettings, analytics, querierHandler, licensing, global, flagger, gateway, telemetryMetadataStore, authz, zeus, registryHandler, alertmanager, rulerInstance)
 
 	// Initialize the API server (after registry so it can access service health)
 	apiserverInstance, err := factory.NewProviderFromNamedMap(

pkg/statsreporter/aggregator.go

@@ -1,67 +0,0 @@
-package statsreporter
-
-import (
-	"context"
-	"sync"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/factory"
-	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
-	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-// Aggregator aggregates stats from every registered StatsCollector for a single organization.
-type Aggregator interface {
-	Aggregate(ctx context.Context, orgID valuer.UUID) (map[string]any, error)
-}
-
-type aggregator struct {
-	// settings
-	settings factory.ScopedProviderSettings
-
-	// a list of collectors, used to collect stats from across the codebase
-	collectors []StatsCollector
-}
-
-func NewAggregator(providerSettings factory.ProviderSettings, collectors []StatsCollector) Aggregator {
-	settings := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/pkg/statsreporter")
-
-	return &aggregator{
-		settings:   settings,
-		collectors: collectors,
-	}
-}
-
-func (aggregator *aggregator) Aggregate(ctx context.Context, orgID valuer.UUID) (map[string]any, error) {
-	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
-		instrumentationtypes.CodeNamespace:    "statsreporter",
-		instrumentationtypes.CodeFunctionName: "Aggregate",
-	})
-	var wg sync.WaitGroup
-	wg.Add(len(aggregator.collectors))
-
-	stats := make(map[string]any, 0)
-	mtx := sync.Mutex{}
-
-	for _, collector := range aggregator.collectors {
-		go func(collector StatsCollector) {
-			defer wg.Done()
-
-			collectorStats, err := collector.Collect(ctx, orgID)
-			if err != nil {
-				aggregator.settings.Logger().ErrorContext(ctx, "failed to collect stats", errors.Attr(err))
-				return
-			}
-
-			mtx.Lock()
-			for k, v := range collectorStats {
-				stats[k] = v
-			}
-			mtx.Unlock()
-		}(collector)
-	}
-	wg.Wait()
-
-	return stats, nil
-}

pkg/statsreporter/analyticsstatsreporter/provider.go

@@ -3,6 +3,7 @@ package analyticsstatsreporter
 import (
 	"context"
 	"log/slog"
+	"sync"
 	"time"
 
 	"go.opentelemetry.io/otel/attribute"
@@ -15,8 +16,11 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/statsreporter"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/tokenizer"
 	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
+	"github.com/SigNoz/signoz/pkg/types/instrumentationtypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/SigNoz/signoz/pkg/version"
 )
@@ -28,8 +32,11 @@ type provider struct {
 	// config
 	config statsreporter.Config
 
-	// used to aggregate stats for an organization
-	aggregator statsreporter.Aggregator
+	// used to get telemetry details. srikanthcvv to move this to the querier layer
+	telemetryStore telemetrystore.TelemetryStore
+
+	// a list of collectors, used to collect stats from across the codebase
+	collectors []statsreporter.StatsCollector
 
 	// used to get organizations
 	orgGetter organization.Getter
@@ -53,9 +60,9 @@ type provider struct {
 	stopC chan struct{}
 }
 
-func NewFactory(aggregator statsreporter.Aggregator, orgGetter organization.Getter, userGetter user.Getter, tokenizer tokenizer.Tokenizer, build version.Build, analyticsConfig analytics.Config) factory.ProviderFactory[statsreporter.StatsReporter, statsreporter.Config] {
+func NewFactory(telemetryStore telemetrystore.TelemetryStore, collectors []statsreporter.StatsCollector, orgGetter organization.Getter, userGetter user.Getter, tokenizer tokenizer.Tokenizer, build version.Build, analyticsConfig analytics.Config) factory.ProviderFactory[statsreporter.StatsReporter, statsreporter.Config] {
 	return factory.NewProviderFactory(factory.MustNewName("analytics"), func(ctx context.Context, settings factory.ProviderSettings, config statsreporter.Config) (statsreporter.StatsReporter, error) {
-		return New(ctx, settings, config, aggregator, orgGetter, userGetter, tokenizer, build, analyticsConfig)
+		return New(ctx, settings, config, telemetryStore, collectors, orgGetter, userGetter, tokenizer, build, analyticsConfig)
 	})
 }
 
@@ -63,7 +70,8 @@ func New(
 	ctx context.Context,
 	providerSettings factory.ProviderSettings,
 	config statsreporter.Config,
-	aggregator statsreporter.Aggregator,
+	telemetryStore telemetrystore.TelemetryStore,
+	collectors []statsreporter.StatsCollector,
 	orgGetter organization.Getter,
 	userGetter user.Getter,
 	tokenizer tokenizer.Tokenizer,
@@ -78,16 +86,17 @@ func New(
 	}
 
 	return &provider{
-		settings:   settings,
-		config:     config,
-		aggregator: aggregator,
-		orgGetter:  orgGetter,
-		userGetter: userGetter,
-		analytics:  analytics,
-		tokenizer:  tokenizer,
-		build:      build,
-		deployment: deployment,
-		stopC:      make(chan struct{}),
+		settings:       settings,
+		config:         config,
+		telemetryStore: telemetryStore,
+		collectors:     collectors,
+		orgGetter:      orgGetter,
+		userGetter:     userGetter,
+		analytics:      analytics,
+		tokenizer:      tokenizer,
+		build:          build,
+		deployment:     deployment,
+		stopC:          make(chan struct{}),
 	}, nil
 }
 
@@ -125,12 +134,7 @@ func (provider *provider) Report(ctx context.Context) error {
 	}
 
 	for _, org := range orgs {
-		stats, err := provider.aggregator.Aggregate(ctx, org.ID)
-		if err != nil {
-			provider.settings.Logger().WarnContext(ctx, "failed to aggregate stats", errors.Attr(err), slog.Any("org_id", org.ID))
-			continue
-		}
-
+		stats := provider.collectOrg(ctx, org.ID)
 		if len(stats) == 0 {
 			provider.settings.Logger().WarnContext(ctx, "no stats collected", slog.Any("org_id", org.ID))
 			continue
@@ -200,3 +204,75 @@ func (provider *provider) Stop(ctx context.Context) error {
 
 	return nil
 }
+
+func (provider *provider) collectOrg(ctx context.Context, orgID valuer.UUID) map[string]any {
+	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
+		instrumentationtypes.CodeNamespace:    "statsreporter",
+		instrumentationtypes.CodeFunctionName: "collectOrg",
+	})
+	var wg sync.WaitGroup
+	wg.Add(len(provider.collectors))
+
+	stats := make(map[string]any, 0)
+	mtx := sync.Mutex{}
+
+	for _, collector := range provider.collectors {
+		go func(collector statsreporter.StatsCollector) {
+			defer wg.Done()
+
+			collectorStats, err := collector.Collect(ctx, orgID)
+			if err != nil {
+				provider.settings.Logger().ErrorContext(ctx, "failed to collect stats", errors.Attr(err))
+				return
+			}
+
+			mtx.Lock()
+			for k, v := range collectorStats {
+				stats[k] = v
+			}
+			mtx.Unlock()
+		}(collector)
+	}
+	wg.Wait()
+
+	var traces uint64
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT COUNT(*) FROM signoz_traces.distributed_signoz_index_v3").Scan(&traces); err == nil {
+		stats["telemetry.traces.count"] = traces
+	}
+
+	var logs uint64
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT COUNT(*) FROM signoz_logs.distributed_logs_v2").Scan(&logs); err == nil {
+		stats["telemetry.logs.count"] = logs
+	}
+
+	var metrics uint64
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT COUNT(*) FROM signoz_metrics.distributed_samples_v4").Scan(&metrics); err == nil {
+		stats["telemetry.metrics.count"] = metrics
+	}
+
+	var tracesLastSeenAt time.Time
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT max(timestamp) FROM signoz_traces.distributed_signoz_index_v3").Scan(&tracesLastSeenAt); err == nil {
+		if tracesLastSeenAt.Unix() != 0 {
+			stats["telemetry.traces.last_observed.time"] = tracesLastSeenAt.UTC()
+			stats["telemetry.traces.last_observed.time_unix"] = tracesLastSeenAt.Unix()
+		}
+	}
+
+	var logsLastSeenAt time.Time
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT fromUnixTimestamp64Nano(max(timestamp)) FROM signoz_logs.distributed_logs_v2").Scan(&logsLastSeenAt); err == nil {
+		if logsLastSeenAt.Unix() != 0 {
+			stats["telemetry.logs.last_observed.time"] = logsLastSeenAt.UTC()
+			stats["telemetry.logs.last_observed.time_unix"] = logsLastSeenAt.Unix()
+		}
+	}
+
+	var metricsLastSeenAt time.Time
+	if err := provider.telemetryStore.ClickhouseDB().QueryRow(ctx, "SELECT toDateTime(max(unix_milli) / 1000) FROM signoz_metrics.distributed_samples_v4").Scan(&metricsLastSeenAt); err == nil {
+		if metricsLastSeenAt.Unix() != 0 {
+			stats["telemetry.metrics.last_observed.time"] = metricsLastSeenAt.UTC()
+			stats["telemetry.metrics.last_observed.time_unix"] = metricsLastSeenAt.Unix()
+		}
+	}
+
+	return stats
+}

pkg/statsreporter/handler.go

@@ -1,50 +0,0 @@
-package statsreporter
-
-import (
-	"context"
-	"net/http"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/http/render"
-	"github.com/SigNoz/signoz/pkg/types/authtypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-type Handler interface {
-	Get(http.ResponseWriter, *http.Request)
-}
-
-type handler struct {
-	aggregator Aggregator
-}
-
-func NewHandler(aggregator Aggregator) Handler {
-	return &handler{
-		aggregator: aggregator,
-	}
-}
-
-func (handler *handler) Get(rw http.ResponseWriter, r *http.Request) {
-	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
-	defer cancel()
-
-	claims, err := authtypes.ClaimsFromContext(ctx)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	orgID, err := valuer.NewUUID(claims.OrgID)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	stats, err := handler.aggregator.Aggregate(ctx, orgID)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	render.Success(rw, http.StatusOK, stats)
-}

pkg/types/cloudintegrationtypes/serviceid.go

@@ -31,6 +31,7 @@ var (
 	AzureServiceAppService          = ServiceID{valuer.NewString("appservice")}
 	AzureServiceContainerApp        = ServiceID{valuer.NewString("containerapp")}
 	AzureServiceAKS                 = ServiceID{valuer.NewString("aks")}
+	AzureServiceSQLDatabase         = ServiceID{valuer.NewString("sqldatabase")}
 )
 
 func (ServiceID) Enum() []any {
@@ -54,6 +55,7 @@ func (ServiceID) Enum() []any {
 		AzureServiceAppService,
 		AzureServiceContainerApp,
 		AzureServiceAKS,
+		AzureServiceSQLDatabase,
 	}
 }
 
@@ -81,6 +83,7 @@ var SupportedServices = map[CloudProviderType][]ServiceID{
 		AzureServiceAppService,
 		AzureServiceContainerApp,
 		AzureServiceAKS,
+		AzureServiceSQLDatabase,
 	},
 }
 

pkg/types/spantypes/flamegraph_span.go

@@ -1,8 +1,6 @@
 package spantypes
 
 import (
-	"time"
-
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
@@ -39,17 +37,11 @@ type GettableFlamegraphTrace struct {
 	HasMore              bool                `json:"hasMore" required:"true"`
 }
 
-func NewGettableFlamegraphTrace(spans [][]*FlamegraphSpan, start, end time.Time, hasMore bool) *GettableFlamegraphTrace {
-	// convert timestamp to millisecond since client expect that
-	for _, level := range spans {
-		for _, span := range level {
-			span.Timestamp /= 1_000_000
-		}
-	}
+func NewGettableFlamegraphTrace(spans [][]*FlamegraphSpan, startMs, endMs int64, hasMore bool) *GettableFlamegraphTrace {
 	return &GettableFlamegraphTrace{
 		Spans:                spans,
-		StartTimestampMillis: start.UnixMilli(),
-		EndTimestampMillis:   end.UnixMilli(),
+		StartTimestampMillis: startMs,
+		EndTimestampMillis:   endMs,
 		HasMore:              hasMore,
 	}
 }

tests/integration/tests/dashboard/03_v2_dashboard.py

@@ -9,28 +9,6 @@ from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.types import Operation, SigNoz
 
 BASE_URL = "/api/v2/dashboards"
-# v1 list returns every dashboard regardless of schema. v2 list converts each row
-# to the perses schema and 501s if any stored dashboard isn't perses-schema, so
-# listing for cleanup against a shared DB must go through v1.
-V1_BASE_URL = "/api/v1/dashboards"
-
-
-def _wipe_all_dashboards(signoz: SigNoz, token: str) -> None:
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(V1_BASE_URL),
-        headers={"Authorization": f"Bearer {token}"},
-        timeout=5,
-    )
-    assert response.status_code == HTTPStatus.OK, response.text
-    for dashboard in response.json()["data"]:
-        metadata = (dashboard.get("data") or {}).get("metadata") or {}
-        base = BASE_URL if metadata.get("schemaVersion") == "v6" else V1_BASE_URL
-        del_res = requests.delete(
-            signoz.self.host_configs["8080"].get(f"{base}/{dashboard['id']}"),
-            headers={"Authorization": f"Bearer {token}"},
-            timeout=5,
-        )
-        assert del_res.status_code == HTTPStatus.NO_CONTENT, del_res.text
 
 
 # ─── failure cases (create no dashboards) ────────────────────────────────────
@@ -280,7 +258,18 @@ def test_dashboard_v2_lifecycle(  # pylint: disable=too-many-locals,too-many-sta
     # runs, so start from a clean slate: delete every dashboard (which also clears
     # pins via the delete cascade). This test then owns the whole dashboard space
     # and asserts on global counts.
-    _wipe_all_dashboards(signoz, token)
+    existing = requests.get(
+        signoz.self.host_configs["8080"].get(BASE_URL),
+        params={"limit": 200},
+        headers={"Authorization": f"Bearer {token}"},
+        timeout=5,
+    ).json()["data"]["dashboards"]
+    for dashboard in existing:
+        requests.delete(
+            signoz.self.host_configs["8080"].get(f"{BASE_URL}/{dashboard['id']}"),
+            headers={"Authorization": f"Bearer {token}"},
+            timeout=5,
+        )
 
     dashboard_requests = [
         (
@@ -698,7 +687,18 @@ def test_dashboard_v2_pin_limit(
 
     # Wipe the dashboard space (see lifecycle) so the per-user pin cap this test
     # asserts against starts empty — deleting dashboards clears their pins.
-    _wipe_all_dashboards(signoz, token)
+    existing = requests.get(
+        signoz.self.host_configs["8080"].get(BASE_URL),
+        params={"limit": 200},
+        headers={"Authorization": f"Bearer {token}"},
+        timeout=5,
+    ).json()["data"]["dashboards"]
+    for dashboard in existing:
+        requests.delete(
+            signoz.self.host_configs["8080"].get(f"{BASE_URL}/{dashboard['id']}"),
+            headers={"Authorization": f"Bearer {token}"},
+            timeout=5,
+        )
 
     ids: list[str] = []
     for i in range(max_pinned + 1):
@@ -785,7 +785,18 @@ def test_dashboard_v2_like_escaping(
 
     # Wipe the dashboard space (see lifecycle) so the filter assertions run
     # against only the dashboards this test creates.
-    _wipe_all_dashboards(signoz, token)
+    existing = requests.get(
+        signoz.self.host_configs["8080"].get(BASE_URL),
+        params={"limit": 200},
+        headers={"Authorization": f"Bearer {token}"},
+        timeout=5,
+    ).json()["data"]["dashboards"]
+    for dashboard in existing:
+        requests.delete(
+            signoz.self.host_configs["8080"].get(f"{BASE_URL}/{dashboard['id']}"),
+            headers={"Authorization": f"Bearer {token}"},
+            timeout=5,
+        )
 
     dashboard_requests = [
         ("esc-pct", "Cost 50% Report"),