feat: added components and styles

.vscode/settings.json

@@ -17,7 +17,5 @@
 	},
 	"[html]": {
 		"editor.defaultFormatter": "vscode.html-language-features"
-	},
-	"python-envs.defaultEnvManager": "ms-python.python:system",
-	"python-envs.pythonProjects": []
+	}
 }

docs/api/openapi.yml

@@ -2858,186 +2858,6 @@ paths:
       summary: Update auth domain
       tags:
       - authdomains
-  /api/v1/export_raw_data:
-    get:
-      deprecated: false
-      description: This endpoints allows simple query exporting raw data for traces
-        and logs
-      operationId: HandleExportRawDataGET
-      parameters:
-      - in: query
-        name: format
-        schema:
-          default: csv
-          enum:
-          - csv
-          - jsonl
-          type: string
-      - in: query
-        name: signal
-        required: true
-        schema:
-          $ref: '#/components/schemas/TelemetrytypesSignal'
-      - deprecated: true
-        in: query
-        name: source
-        schema:
-          deprecated: true
-          type: string
-      - in: query
-        name: start
-        schema:
-          minimum: 0
-          type: integer
-      - in: query
-        name: end
-        schema:
-          minimum: 0
-          type: integer
-      - in: query
-        name: limit
-        schema:
-          default: 10000
-          maximum: 50000
-          minimum: 1
-          type: integer
-      - deprecated: true
-        in: query
-        name: filter
-        schema:
-          deprecated: true
-          type: string
-      - content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/Querybuildertypesv5Filter'
-        in: query
-        name: filterExpression
-      - deprecated: true
-        in: query
-        name: columns
-        schema:
-          deprecated: true
-          items:
-            type: string
-          type: array
-      - in: query
-        name: selectFields
-        schema:
-          items:
-            $ref: '#/components/schemas/TelemetrytypesTelemetryFieldKey'
-          type: array
-      - deprecated: true
-        in: query
-        name: order_by
-        schema:
-          deprecated: true
-          type: string
-      - in: query
-        name: order
-        schema:
-          items:
-            $ref: '#/components/schemas/Querybuildertypesv5OrderBy'
-          type: array
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                type: string
-          description: OK
-        "400":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Bad Request
-        "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: Export raw data
-      tags:
-      - logs
-      - traces
-    post:
-      deprecated: false
-      description: This endpoints allows complex query exporting raw data for traces
-        and logs
-      operationId: HandleExportRawDataPOST
-      parameters:
-      - in: query
-        name: format
-        schema:
-          default: csv
-          enum:
-          - csv
-          - jsonl
-          type: string
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/Querybuildertypesv5QueryRangeRequest'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                type: string
-          description: OK
-        "400":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Bad Request
-        "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: Export raw data
-      tags:
-      - logs
-      - traces
   /api/v1/fields/keys:
     get:
       deprecated: false

docs/contributing/go/handler.md

@@ -123,7 +123,6 @@ if err := router.Handle("/api/v1/things", handler.New(
         Description:         "This endpoint creates a thing",
         Request:             new(types.PostableThing),
         RequestContentType:  "application/json",
-        RequestQuery:        new(types.QueryableThing),
         Response:            new(types.GettableThing),
         ResponseContentType: "application/json",
         SuccessStatusCode:   http.StatusCreated,
@@ -156,8 +155,6 @@ The `handler.New` function ties the HTTP handler to OpenAPI metadata via `OpenAP
 - **Request / RequestContentType**:
   - `Request` is a Go type that describes the request body or form.
   - `RequestContentType` is usually `"application/json"` or `"application/x-www-form-urlencoded"` (for callbacks like SAML).
-- **RequestQuery**:
-  - `RequestQuery` is a Go type that descirbes query url params.
 - **RequestExamples**: An array of `handler.OpenAPIExample` that provide concrete request payloads in the generated spec. See [Adding request examples](#adding-request-examples) below.
 - **Response / ResponseContentType**:
   - `Response` is the Go type for the successful response payload.

frontend/public/locales/en-GB/routes.json

@@ -13,5 +13,6 @@
 	"pipelines": "Pipelines",
 	"archives": "Archives",
 	"logs_to_metrics": "Logs To Metrics",
-	"roles": "Roles"
+	"roles": "Roles",
+	"members": "Members"
 }

frontend/public/locales/en/routes.json

@@ -13,5 +13,6 @@
 	"pipelines": "Pipelines",
 	"archives": "Archives",
 	"logs_to_metrics": "Logs To Metrics",
-	"roles": "Roles"
+	"roles": "Roles",
+	"members": "Members"
 }

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

@@ -20,11 +20,8 @@ import { useMutation, useQuery } from 'react-query';
 import type { BodyType, ErrorType } from '../../../generatedAPIInstance';
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type {
-	HandleExportRawDataGETParams,
-	HandleExportRawDataPOSTParams,
 	ListPromotedAndIndexedPaths200,
 	PromotetypesPromotePathDTO,
-	Querybuildertypesv5QueryRangeRequestDTO,
 	RenderErrorResponseDTO,
 } from '../sigNoz.schemas';
 
@@ -32,206 +29,6 @@ type AwaitedInput<T> = PromiseLike<T> | T;
 
 type Awaited<O> = O extends AwaitedInput<infer T> ? T : never;
 
-/**
- * This endpoints allows simple query exporting raw data for traces and logs
- * @summary Export raw data
- */
-export const handleExportRawDataGET = (
-	params?: HandleExportRawDataGETParams,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<string>({
-		url: `/api/v1/export_raw_data`,
-		method: 'GET',
-		params,
-		signal,
-	});
-};
-
-export const getHandleExportRawDataGETQueryKey = (
-	params?: HandleExportRawDataGETParams,
-) => {
-	return [`/api/v1/export_raw_data`, ...(params ? [params] : [])] as const;
-};
-
-export const getHandleExportRawDataGETQueryOptions = <
-	TData = Awaited<ReturnType<typeof handleExportRawDataGET>>,
-	TError = ErrorType<RenderErrorResponseDTO>
->(
-	params?: HandleExportRawDataGETParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof handleExportRawDataGET>>,
-			TError,
-			TData
-		>;
-	},
-) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey =
-		queryOptions?.queryKey ?? getHandleExportRawDataGETQueryKey(params);
-
-	const queryFn: QueryFunction<
-		Awaited<ReturnType<typeof handleExportRawDataGET>>
-	> = ({ signal }) => handleExportRawDataGET(params, signal);
-
-	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
-		Awaited<ReturnType<typeof handleExportRawDataGET>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type HandleExportRawDataGETQueryResult = NonNullable<
-	Awaited<ReturnType<typeof handleExportRawDataGET>>
->;
-export type HandleExportRawDataGETQueryError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Export raw data
- */
-
-export function useHandleExportRawDataGET<
-	TData = Awaited<ReturnType<typeof handleExportRawDataGET>>,
-	TError = ErrorType<RenderErrorResponseDTO>
->(
-	params?: HandleExportRawDataGETParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof handleExportRawDataGET>>,
-			TError,
-			TData
-		>;
-	},
-): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getHandleExportRawDataGETQueryOptions(params, options);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	query.queryKey = queryOptions.queryKey;
-
-	return query;
-}
-
-/**
- * @summary Export raw data
- */
-export const invalidateHandleExportRawDataGET = async (
-	queryClient: QueryClient,
-	params?: HandleExportRawDataGETParams,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getHandleExportRawDataGETQueryKey(params) },
-		options,
-	);
-
-	return queryClient;
-};
-
-/**
- * This endpoints allows complex query exporting raw data for traces and logs
- * @summary Export raw data
- */
-export const handleExportRawDataPOST = (
-	querybuildertypesv5QueryRangeRequestDTO: BodyType<Querybuildertypesv5QueryRangeRequestDTO>,
-	params?: HandleExportRawDataPOSTParams,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<string>({
-		url: `/api/v1/export_raw_data`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: querybuildertypesv5QueryRangeRequestDTO,
-		params,
-		signal,
-	});
-};
-
-export const getHandleExportRawDataPOSTMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof handleExportRawDataPOST>>,
-		TError,
-		{
-			data: BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-			params?: HandleExportRawDataPOSTParams;
-		},
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof handleExportRawDataPOST>>,
-	TError,
-	{
-		data: BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-		params?: HandleExportRawDataPOSTParams;
-	},
-	TContext
-> => {
-	const mutationKey = ['handleExportRawDataPOST'];
-	const { mutation: mutationOptions } = options
-		? options.mutation &&
-		  'mutationKey' in options.mutation &&
-		  options.mutation.mutationKey
-			? options
-			: { ...options, mutation: { ...options.mutation, mutationKey } }
-		: { mutation: { mutationKey } };
-
-	const mutationFn: MutationFunction<
-		Awaited<ReturnType<typeof handleExportRawDataPOST>>,
-		{
-			data: BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-			params?: HandleExportRawDataPOSTParams;
-		}
-	> = (props) => {
-		const { data, params } = props ?? {};
-
-		return handleExportRawDataPOST(data, params);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type HandleExportRawDataPOSTMutationResult = NonNullable<
-	Awaited<ReturnType<typeof handleExportRawDataPOST>>
->;
-export type HandleExportRawDataPOSTMutationBody = BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-export type HandleExportRawDataPOSTMutationError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Export raw data
- */
-export const useHandleExportRawDataPOST = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof handleExportRawDataPOST>>,
-		TError,
-		{
-			data: BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-			params?: HandleExportRawDataPOSTParams;
-		},
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof handleExportRawDataPOST>>,
-	TError,
-	{
-		data: BodyType<Querybuildertypesv5QueryRangeRequestDTO>;
-		params?: HandleExportRawDataPOSTParams;
-	},
-	TContext
-> => {
-	const mutationOptions = getHandleExportRawDataPOSTMutationOptions(options);
-
-	return useMutation(mutationOptions);
-};
 /**
  * This endpoints promotes and indexes paths
  * @summary Promote and index paths

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

@@ -2732,76 +2732,6 @@ export type DeleteAuthDomainPathParameters = {
 export type UpdateAuthDomainPathParameters = {
 	id: string;
 };
-export type HandleExportRawDataGETParams = {
-	/**
-	 * @enum csv,jsonl
-	 * @type string
-	 * @description undefined
-	 */
-	format?: HandleExportRawDataGETFormat;
-	/**
-	 * @enum logs,traces
-	 * @type string
-	 * @description undefined
-	 */
-	source?: HandleExportRawDataGETSource;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 * @description undefined
-	 */
-	start?: number;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 * @description undefined
-	 */
-	end?: number;
-	/**
-	 * @type integer
-	 * @maximum 50000
-	 * @minimum 1
-	 * @description undefined
-	 */
-	limit?: number;
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	filter?: string;
-	/**
-	 * @type array
-	 * @description undefined
-	 */
-	columns?: string[];
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	order_by?: string;
-};
-
-export enum HandleExportRawDataGETFormat {
-	csv = 'csv',
-	jsonl = 'jsonl',
-}
-export enum HandleExportRawDataGETSource {
-	logs = 'logs',
-	traces = 'traces',
-}
-export type HandleExportRawDataPOSTParams = {
-	/**
-	 * @enum csv,jsonl
-	 * @type string
-	 * @description undefined
-	 */
-	format?: HandleExportRawDataPOSTFormat;
-};
-
-export enum HandleExportRawDataPOSTFormat {
-	csv = 'csv',
-	jsonl = 'jsonl',
-}
 export type GetFieldsKeysParams = {
 	/**
 	 * @description undefined

frontend/src/components/MembersTable/MembersTable.styles.scss

@@ -0,0 +1,259 @@
+// ─── Table wrapper ────────────────────────────────────────────────────────────
+.members-table-wrapper {
+	display: flex;
+	flex-direction: column;
+	flex: 1;
+	min-height: 0;
+	overflow: hidden;
+	border-radius: 4px;
+}
+
+// ─── Ant Design Table overrides ───────────────────────────────────────────────
+.members-table {
+	// Flatten Ant Design chrome
+	.ant-table {
+		background: transparent;
+		font-size: 14px;
+	}
+
+	.ant-table-container {
+		border-radius: 0 !important;
+		border: none !important;
+	}
+
+	// ── Header ──────────────────────────────────────────────────────────────
+	.ant-table-thead {
+		> tr > th,
+		> tr > td {
+			background: var(--bg-ink-500, #0b0c0e);
+			font-family: Inter, sans-serif;
+			font-size: 11px;
+			font-weight: 600;
+			letter-spacing: 0.44px;
+			text-transform: uppercase;
+			color: var(--vanilla-400, #c0c1c3);
+			line-height: 18px;
+			padding: 8px 16px;
+			border-bottom: none !important;
+			border-top: none !important;
+
+			// Remove the column divider pseudo-element
+			&::before {
+				display: none !important;
+			}
+
+			// Sorter icon color
+			.ant-table-column-sorter {
+				color: var(--vanilla-400, #c0c1c3);
+				opacity: 0.6;
+			}
+
+			.ant-table-column-sorter-up.active,
+			.ant-table-column-sorter-down.active {
+				color: var(--vanilla-100, #ffffff);
+				opacity: 1;
+			}
+		}
+	}
+
+	// ── Body rows ────────────────────────────────────────────────────────────
+	.ant-table-tbody {
+		> tr > td {
+			border-bottom: none !important;
+			padding: 8px 16px;
+			background: transparent;
+			transition: none;
+		}
+
+		// Even-indexed rows (0, 2, 4 …) get a subtle tint — matches Figma
+		> tr.members-table-row--tinted > td {
+			background: rgba(171, 189, 255, 0.02);
+		}
+
+		// Hover — slightly brighter tint
+		> tr:hover > td {
+			background: rgba(171, 189, 255, 0.04) !important;
+		}
+	}
+
+	// Remove outer table border
+	.ant-table-wrapper,
+	.ant-table-container,
+	.ant-spin-nested-loading,
+	.ant-spin-container {
+		border: none !important;
+		box-shadow: none !important;
+	}
+
+	// ── Status cell — right-align badge and add 4px right padding ─────────
+	.member-status-cell {
+		padding-right: 4px !important;
+	}
+}
+
+// ─── Name / Email cell ────────────────────────────────────────────────────────
+.member-name-email-cell {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+	height: 22px;
+	overflow: hidden;
+
+	.member-name {
+		font-size: 14px;
+		font-weight: 500;
+		color: var(--vanilla-400, #c0c1c3);
+		line-height: 20px;
+		letter-spacing: -0.07px;
+		white-space: nowrap;
+		flex-shrink: 0;
+	}
+
+	.member-email {
+		font-size: 14px;
+		font-weight: 400;
+		color: var(--slate-50, #62687c);
+		line-height: 20px;
+		letter-spacing: -0.07px;
+		flex: 1 0 0;
+		min-width: 0;
+		overflow: hidden;
+		text-overflow: ellipsis;
+		white-space: nowrap;
+	}
+}
+
+// ─── Permissions dash ─────────────────────────────────────────────────────────
+.member-dash {
+	font-size: 14px;
+	color: var(--slate-50, #62687c);
+	line-height: 18px;
+	letter-spacing: -0.07px;
+}
+
+// ─── Joined On ────────────────────────────────────────────────────────────────
+.member-joined-date {
+	font-size: 14px;
+	font-weight: 400;
+	color: var(--vanilla-400, #c0c1c3);
+	line-height: 18px;
+	letter-spacing: -0.07px;
+	white-space: nowrap;
+}
+
+.member-joined-dash {
+	font-size: 14px;
+	color: var(--slate-50, #62687c);
+	line-height: 18px;
+	letter-spacing: -0.07px;
+}
+
+// ─── Empty state ─────────────────────────────────────────────────────────────
+.members-empty-state {
+	display: flex;
+	flex-direction: column;
+	align-items: center;
+	justify-content: center;
+	padding: 48px 16px;
+	gap: 8px;
+
+	&__emoji {
+		font-size: 24px;
+		line-height: 1;
+	}
+
+	&__text {
+		font-size: 14px;
+		font-weight: 400;
+		color: var(--vanilla-400, #c0c1c3);
+		margin: 0;
+		line-height: 20px;
+
+		strong {
+			font-weight: 500;
+			color: var(--vanilla-100, #ffffff);
+		}
+	}
+}
+
+// ─── Pagination ───────────────────────────────────────────────────────────────
+.members-table-pagination {
+	display: flex;
+	align-items: center;
+	justify-content: flex-end;
+	padding: 8px 16px;
+
+	.ant-pagination-total-text {
+		margin-right: auto;
+	}
+
+	.members-pagination-range {
+		font-family: Inter, sans-serif;
+		font-size: 12px;
+		color: var(--vanilla-400, #c0c1c3);
+	}
+
+	.members-pagination-total {
+		font-family: Inter, sans-serif;
+		font-size: 12px;
+		color: var(--vanilla-400, #c0c1c3);
+		opacity: 0.5;
+	}
+}
+
+// ─── Light mode overrides ─────────────────────────────────────────────────────
+.lightMode {
+	.members-table {
+		.ant-table-thead {
+			> tr > th,
+			> tr > td {
+				background: #f5f5f7;
+				color: #5a5f6e;
+			}
+		}
+
+		.ant-table-tbody {
+			> tr.members-table-row--tinted > td {
+				background: rgba(0, 0, 0, 0.015);
+			}
+
+			> tr:hover > td {
+				background: rgba(0, 0, 0, 0.03) !important;
+			}
+		}
+	}
+
+	.member-name-email-cell {
+		.member-name {
+			color: #1d1f29;
+		}
+
+		.member-email {
+			color: #5a5f6e;
+		}
+	}
+
+	.member-dash,
+	.member-joined-dash {
+		color: #5a5f6e;
+	}
+
+	.member-joined-date {
+		color: #1d1f29;
+	}
+
+	.members-empty-state {
+		&__text {
+			color: #5a5f6e;
+
+			strong {
+				color: #1d1f29;
+			}
+		}
+	}
+
+	.members-pagination-range,
+	.members-pagination-total {
+		color: #5a5f6e;
+	}
+}

frontend/src/components/MembersTable/MembersTable.tsx

@@ -0,0 +1,228 @@
+import { Badge } from '@signozhq/badge';
+import { Pagination, Table, Tooltip } from 'antd';
+import type { ColumnsType, SorterResult } from 'antd/es/table/interface';
+import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
+import { useTimezone } from 'providers/Timezone';
+import { ROLES } from 'types/roles';
+
+import './MembersTable.styles.scss';
+
+export interface MemberRow {
+	id: string;
+	name: string;
+	email: string;
+	role: ROLES;
+	status: 'Active' | 'Invited';
+	joinedOn: string | null;
+}
+
+interface MembersTableProps {
+	data: MemberRow[];
+	loading: boolean;
+	total: number;
+	currentPage: number;
+	pageSize: number;
+	searchQuery: string;
+	onPageChange: (page: number) => void;
+	onSortChange?: (
+		sorter: SorterResult<MemberRow> | SorterResult<MemberRow>[],
+	) => void;
+}
+
+function formatRoleLabel(role: string): string {
+	return role.charAt(0).toUpperCase() + role.slice(1).toLowerCase();
+}
+
+function NameEmailCell({
+	name,
+	email,
+}: {
+	name: string;
+	email: string;
+}): JSX.Element {
+	return (
+		<div className="member-name-email-cell">
+			{name && (
+				<span className="member-name" title={name}>
+					{name}
+				</span>
+			)}
+			<Tooltip title={email} overlayClassName="member-tooltip">
+				<span className="member-email">{email}</span>
+			</Tooltip>
+		</div>
+	);
+}
+
+function StatusBadge({ status }: { status: MemberRow['status'] }): JSX.Element {
+	if (status === 'Active') {
+		return (
+			<Badge color="forest" variant="outline">
+				ACTIVE
+			</Badge>
+		);
+	}
+	return (
+		<Badge color="amber" variant="outline">
+			INVITED
+		</Badge>
+	);
+}
+
+function MembersEmptyState({
+	searchQuery,
+}: {
+	searchQuery: string;
+}): JSX.Element {
+	return (
+		<div className="members-empty-state">
+			<span className="members-empty-state__emoji">🧐</span>
+			{searchQuery ? (
+				<p className="members-empty-state__text">
+					No results for <strong>{searchQuery}</strong>
+				</p>
+			) : (
+				<p className="members-empty-state__text">No members found</p>
+			)}
+		</div>
+	);
+}
+
+function MembersTable({
+	data,
+	loading,
+	total,
+	currentPage,
+	pageSize,
+	searchQuery,
+	onPageChange,
+	onSortChange,
+}: MembersTableProps): JSX.Element {
+	const { formatTimezoneAdjustedTimestamp } = useTimezone();
+
+	const formatJoinedOn = (date: string | null): string => {
+		if (!date) {
+			return '—';
+		}
+		const d = new Date(date);
+		if (Number.isNaN(d.getTime())) {
+			return '—';
+		}
+		return formatTimezoneAdjustedTimestamp(date, DATE_TIME_FORMATS.DASH_DATETIME);
+	};
+
+	const columns: ColumnsType<MemberRow> = [
+		{
+			title: 'Name / Email',
+			dataIndex: 'name',
+			key: 'name',
+			render: (_, record): JSX.Element => (
+				<NameEmailCell name={record.name} email={record.email} />
+			),
+		},
+		{
+			title: 'Roles',
+			dataIndex: 'role',
+			key: 'role',
+			width: 180,
+			render: (role: ROLES): JSX.Element => (
+				<Badge color="vanilla">{formatRoleLabel(role)}</Badge>
+			),
+		},
+		{
+			title: 'Permissions',
+			key: 'permissions',
+			width: 250,
+			render: (): JSX.Element => <span className="member-dash">&#8213;</span>,
+		},
+		{
+			title: 'Status',
+			dataIndex: 'status',
+			key: 'status',
+			width: 100,
+			align: 'right' as const,
+			className: 'member-status-cell',
+			sorter: (a, b): number => a.status.localeCompare(b.status),
+			render: (status: MemberRow['status']): JSX.Element => (
+				<StatusBadge status={status} />
+			),
+		},
+		{
+			title: 'Joined On',
+			dataIndex: 'joinedOn',
+			key: 'joinedOn',
+			width: 220,
+			align: 'right' as const,
+			sorter: (a, b): number => {
+				if (!a.joinedOn && !b.joinedOn) {
+					return 0;
+				}
+				if (!a.joinedOn) {
+					return 1;
+				}
+				if (!b.joinedOn) {
+					return -1;
+				}
+				return new Date(a.joinedOn).getTime() - new Date(b.joinedOn).getTime();
+			},
+			render: (joinedOn: string | null): JSX.Element => {
+				const formatted = formatJoinedOn(joinedOn);
+				const isDash = formatted === '—';
+				return (
+					<span className={isDash ? 'member-joined-dash' : 'member-joined-date'}>
+						{formatted}
+					</span>
+				);
+			},
+		},
+	];
+
+	const showPaginationTotal = (_total: number, range: number[]): JSX.Element => (
+		<>
+			<span className="members-pagination-range">
+				{range[0]} &#8212; {range[1]}
+			</span>
+			<span className="members-pagination-total"> of {_total}</span>
+		</>
+	);
+
+	return (
+		<div className="members-table-wrapper">
+			<Table<MemberRow>
+				columns={columns}
+				dataSource={data}
+				rowKey="id"
+				loading={loading}
+				pagination={false}
+				rowClassName={(_, index): string =>
+					index % 2 === 0 ? 'members-table-row--tinted' : ''
+				}
+				onChange={(_, __, sorter): void => {
+					if (onSortChange) {
+						onSortChange(
+							sorter as SorterResult<MemberRow> | SorterResult<MemberRow>[],
+						);
+					}
+				}}
+				showSorterTooltip={false}
+				locale={{
+					emptyText: <MembersEmptyState searchQuery={searchQuery} />,
+				}}
+				className="members-table"
+			/>
+			{total > pageSize && (
+				<Pagination
+					current={currentPage}
+					pageSize={pageSize}
+					total={total}
+					showTotal={showPaginationTotal}
+					showSizeChanger={false}
+					onChange={onPageChange}
+					className="members-table-pagination"
+				/>
+			)}
+		</div>
+	);
+}
+
+export default MembersTable;

frontend/src/constants/routes.ts

@@ -56,6 +56,7 @@ const ROUTES = {
 	TRACE_EXPLORER: '/trace-explorer',
 	BILLING: '/settings/billing',
 	ROLES_SETTINGS: '/settings/roles',
+	MEMBERS_SETTINGS: '/settings/members',
 	SUPPORT: '/support',
 	LOGS_SAVE_VIEWS: '/logs/saved-views',
 	TRACES_SAVE_VIEWS: '/traces/saved-views',

frontend/src/container/MembersSettings/InviteMemberModal/InviteMemberModal.styles.scss

@@ -0,0 +1,177 @@
+.invite-member-modal {
+	.ant-modal-content {
+		background: #121317;
+		border: 1px solid #161922;
+		border-radius: 4px;
+		padding: 0;
+		box-shadow: 0 4px 9px 0 rgba(0, 0, 0, 0.04);
+	}
+
+	.ant-modal-body {
+		padding: 0;
+	}
+
+	&__header {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		padding: 16px;
+		border-bottom: 1px solid #161922;
+	}
+
+	&__title {
+		font-size: 13px;
+		font-weight: 400;
+		color: var(--vanilla-100);
+		letter-spacing: -0.065px;
+	}
+
+	&__close {
+		display: flex;
+		align-items: center;
+		justify-content: center;
+		background: none;
+		border: none;
+		cursor: pointer;
+		padding: 0;
+		color: var(--vanilla-400);
+		line-height: 0;
+
+		&:hover {
+			color: var(--vanilla-100);
+		}
+	}
+
+	&__form {
+		padding: 16px;
+	}
+
+	&__row {
+		display: flex;
+		align-items: flex-end;
+		gap: 8px;
+		margin-bottom: 12px;
+
+		&:last-of-type {
+			margin-bottom: 0;
+		}
+	}
+
+	&__fields {
+		display: flex;
+		gap: 16px;
+		flex: 1;
+		min-width: 0;
+	}
+
+	&__field {
+		display: flex;
+		flex-direction: column;
+		gap: 8px;
+
+		&--email {
+			width: 240px;
+			flex-shrink: 0;
+		}
+
+		&--role {
+			flex: 1;
+			min-width: 0;
+		}
+	}
+
+	&__label {
+		font-size: 14px;
+		font-weight: 400;
+		color: var(--vanilla-400);
+		line-height: 20px;
+	}
+
+	&__input {
+		width: 100% !important;
+		height: 32px;
+	}
+
+	&__select {
+		width: 100% !important;
+		height: 32px;
+
+		.ant-select-selector {
+			background: var(--ink-300) !important;
+			border-color: var(--slate-400) !important;
+			border-radius: 2px !important;
+			height: 32px !important;
+			align-items: center;
+		}
+
+		.ant-select-selection-item {
+			color: var(--vanilla-100);
+			font-size: 14px;
+		}
+
+		.ant-select-selection-placeholder {
+			color: rgba(192, 193, 195, 0.4);
+			font-size: 14px;
+		}
+	}
+
+	&__delete-wrap {
+		display: flex;
+		align-items: center;
+		flex-shrink: 0;
+		padding-bottom: 1px;
+
+		&--with-label {
+			padding-bottom: calc(20px + 8px + 1px); // label height + gap + fine tune
+		}
+	}
+
+	&__footer {
+		display: flex;
+		align-items: center;
+		justify-content: space-between;
+		padding-top: 16px;
+		border-top: 1px solid #161922;
+		margin-top: 16px;
+	}
+
+	&__footer-actions {
+		display: flex;
+		align-items: center;
+		gap: 12px;
+	}
+
+	&__cancel {
+		display: flex;
+		align-items: center;
+		gap: 4px;
+		background: #161922;
+		border: none;
+		border-radius: 2px;
+		cursor: pointer;
+		padding: 4px 8px;
+		font-size: 12px;
+		font-weight: 500;
+		color: var(--vanilla-400);
+		line-height: 24px;
+
+		&:hover {
+			color: var(--vanilla-100);
+		}
+	}
+}
+
+.invite-member-modal__select-dropdown {
+	.ant-select-item {
+		color: var(--vanilla-400);
+
+		&-option-selected {
+			color: var(--vanilla-100);
+			background: var(--slate-300) !important;
+		}
+
+		&:hover {
+			background: var(--slate-400) !important;
+		}
+	}
+}

frontend/src/container/MembersSettings/InviteMemberModal/InviteMemberModal.tsx

@@ -0,0 +1,235 @@
+import { useCallback, useState } from 'react';
+import { Button } from '@signozhq/button';
+import { Plus, Trash2, X } from '@signozhq/icons';
+import { Input } from '@signozhq/input';
+import { Form, Modal, Select } from 'antd';
+import sendInvite from 'api/v1/invite/create';
+import { useNotifications } from 'hooks/useNotifications';
+import { ROLES } from 'types/roles';
+
+import './InviteMemberModal.styles.scss';
+
+interface InviteRow {
+	email: string;
+	role: ROLES;
+}
+
+interface InviteMemberModalProps {
+	open: boolean;
+	onClose: () => void;
+	onSuccess: () => void;
+}
+
+const ROLE_OPTIONS: { label: string; value: ROLES }[] = [
+	{ label: 'Admin', value: 'ADMIN' },
+	{ label: 'Editor', value: 'EDITOR' },
+	{ label: 'Viewer', value: 'VIEWER' },
+];
+
+function InviteMemberModal({
+	open,
+	onClose,
+	onSuccess,
+}: InviteMemberModalProps): JSX.Element {
+	const [form] = Form.useForm<{ members: InviteRow[] }>();
+	const [isSubmitting, setIsSubmitting] = useState(false);
+	const { notifications } = useNotifications();
+
+	const handleClose = useCallback((): void => {
+		form.resetFields();
+		onClose();
+	}, [form, onClose]);
+
+	const handleSubmit = useCallback(async (): Promise<void> => {
+		let values: { members: InviteRow[] };
+		try {
+			values = await form.validateFields();
+		} catch {
+			return;
+		}
+
+		setIsSubmitting(true);
+		let hasError = false;
+
+		await Promise.all(
+			values.members.map(async (member) => {
+				try {
+					await sendInvite({
+						email: member.email,
+						name: '',
+						role: member.role,
+						frontendBaseUrl: window.location.origin,
+					});
+				} catch (err: unknown) {
+					hasError = true;
+					const apiErr = err as {
+						getErrorCode?: () => string;
+						getErrorMessage?: () => string;
+						response?: { status: number };
+					};
+					if (apiErr?.response?.status === 409) {
+						notifications.error({
+							message: `${member.email} is already a member`,
+						});
+					} else {
+						notifications.error({
+							message: `Failed to invite ${member.email}`,
+							description: apiErr?.getErrorMessage?.() ?? 'An error occurred',
+						});
+					}
+				}
+			}),
+		);
+
+		setIsSubmitting(false);
+
+		if (!hasError) {
+			notifications.success({ message: 'Invites sent successfully' });
+			form.resetFields();
+			onSuccess();
+			onClose();
+		} else {
+			onSuccess();
+		}
+	}, [form, notifications, onClose, onSuccess]);
+
+	return (
+		<Modal
+			open={open}
+			onCancel={handleClose}
+			width={560}
+			centered
+			destroyOnClose
+			footer={null}
+			closable={false}
+			className="invite-member-modal"
+		>
+			{/* Header */}
+			<div className="invite-member-modal__header">
+				<span className="invite-member-modal__title">Invite Team Members</span>
+				<button
+					type="button"
+					className="invite-member-modal__close"
+					onClick={handleClose}
+					aria-label="Close"
+				>
+					<X size={14} />
+				</button>
+			</div>
+
+			{/* Content */}
+			<Form
+				form={form}
+				initialValues={{ members: [{ email: '', role: 'VIEWER' as ROLES }] }}
+				className="invite-member-modal__form"
+			>
+				<Form.List name="members">
+					{(fields, { add, remove }): JSX.Element => (
+						<>
+							{fields.map(({ key, name }, index) => (
+								<div key={key} className="invite-member-modal__row">
+									<div className="invite-member-modal__fields">
+										<div className="invite-member-modal__field invite-member-modal__field--email">
+											{index === 0 && (
+												<label
+													htmlFor={`member-${name}-email`}
+													className="invite-member-modal__label"
+												>
+													Email address
+												</label>
+											)}
+											<Form.Item
+												name={[name, 'email']}
+												rules={[
+													{ required: true, message: '' },
+													{ type: 'email', message: '' },
+												]}
+												noStyle
+											>
+												<Input
+													id={`member-${name}-email`}
+													placeholder="john@example.com"
+													className="invite-member-modal__input"
+												/>
+											</Form.Item>
+										</div>
+										<div className="invite-member-modal__field invite-member-modal__field--role">
+											{index === 0 && (
+												<label
+													htmlFor={`member-${name}-role`}
+													className="invite-member-modal__label"
+												>
+													Roles
+												</label>
+											)}
+											<Form.Item
+												name={[name, 'role']}
+												rules={[{ required: true, message: '' }]}
+												noStyle
+											>
+												<Select
+													id={`member-${name}-role`}
+													placeholder="Select role"
+													className="invite-member-modal__select"
+													options={ROLE_OPTIONS}
+													popupClassName="invite-member-modal__select-dropdown"
+												/>
+											</Form.Item>
+										</div>
+									</div>
+									<div
+										className={`invite-member-modal__delete-wrap ${
+											index === 0 ? 'invite-member-modal__delete-wrap--with-label' : ''
+										}`}
+									>
+										<Button
+											variant="ghost"
+											size="sm"
+											onClick={(): void => remove(name)}
+											disabled={fields.length === 1}
+											aria-label="Remove"
+										>
+											<Trash2 size={14} />
+										</Button>
+									</div>
+								</div>
+							))}
+
+							{/* Footer */}
+							<div className="invite-member-modal__footer">
+								<Button
+									variant="outlined"
+									size="sm"
+									onClick={(): void => add({ email: '', role: 'VIEWER' as ROLES })}
+								>
+									<Plus size={12} />
+									Add another
+								</Button>
+								<div className="invite-member-modal__footer-actions">
+									<button
+										type="button"
+										className="invite-member-modal__cancel"
+										onClick={handleClose}
+									>
+										<X size={12} />
+										Cancel
+									</button>
+									<Button
+										variant="solid"
+										size="sm"
+										onClick={handleSubmit}
+										disabled={isSubmitting}
+									>
+										{isSubmitting ? 'Inviting...' : 'Invite Team Members'}
+									</Button>
+								</div>
+							</div>
+						</>
+					)}
+				</Form.List>
+			</Form>
+		</Modal>
+	);
+}
+
+export default InviteMemberModal;

frontend/src/container/MembersSettings/MembersSettings.styles.scss

@@ -0,0 +1,105 @@
+.members-settings {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	padding: 16px 8px 24px 16px;
+	height: 100%;
+}
+
+.members-settings__header {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+
+	.ant-typography {
+		margin-bottom: 0 !important;
+	}
+}
+
+.members-settings__title {
+	font-size: 18px !important;
+	font-weight: 500 !important;
+	color: var(--vanilla-100) !important;
+	letter-spacing: -0.09px;
+	line-height: 28px !important;
+	margin: 0 !important;
+}
+
+.members-settings__subtitle {
+	font-size: 14px;
+	color: var(--vanilla-400);
+	letter-spacing: -0.07px;
+	line-height: 20px;
+}
+
+.members-settings__controls {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.members-filter-trigger {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+	border: 1px solid var(--border);
+	border-radius: 2px;
+	background-color: var(--l2-background);
+
+	&__chevron {
+		flex-shrink: 0;
+		color: var(--card-foreground);
+	}
+}
+
+.members-filter-dropdown {
+	.ant-dropdown-menu {
+		background: rgba(18, 19, 23, 0.9);
+		border: 1px solid var(--slate-400);
+		border-radius: 4px;
+		backdrop-filter: blur(20px);
+		padding: 11px 13px;
+		box-shadow: 4px 10px 16px 0 rgba(0, 0, 0, 0.2);
+	}
+
+	.ant-dropdown-menu-item {
+		background: transparent;
+		padding: 4px 0;
+
+		&:hover {
+			background: transparent;
+		}
+	}
+}
+
+.members-filter-option {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	gap: 16px;
+	font-size: 14px;
+	color: var(--vanilla-100);
+	letter-spacing: 0.14px;
+	min-width: 170px;
+
+	&__check {
+		color: var(--vanilla-100);
+		font-size: 14px;
+	}
+}
+
+.members-settings__search {
+	flex: 1;
+	min-width: 0;
+}
+
+.members-search-input {
+	height: 32px;
+	color: var(--l1-foreground);
+	background-color: var(--l2-background);
+	border-color: var(--border);
+
+	&::placeholder {
+		color: var(--l2-foreground);
+	}
+}

frontend/src/container/MembersSettings/MembersSettings.tsx

@@ -0,0 +1,232 @@
+import { useCallback, useMemo, useState } from 'react';
+import { useQuery } from 'react-query';
+import { useHistory } from 'react-router-dom';
+import { Button } from '@signozhq/button';
+import { ChevronDown, Plus } from '@signozhq/icons';
+import { Input } from '@signozhq/input';
+import type { MenuProps } from 'antd';
+import { Dropdown, Typography } from 'antd';
+import getPendingInvites from 'api/v1/invite/get';
+import getAll from 'api/v1/user/get';
+import MembersTable, { MemberRow } from 'components/MembersTable/MembersTable';
+import useUrlQuery from 'hooks/useUrlQuery';
+import { useAppContext } from 'providers/App/App';
+
+import InviteMemberModal from './InviteMemberModal/InviteMemberModal';
+
+import './MembersSettings.styles.scss';
+
+const PAGE_SIZE = 20;
+
+type FilterMode = 'all' | 'invited';
+
+function MembersSettings(): JSX.Element {
+	const { org } = useAppContext();
+	const history = useHistory();
+	const urlQuery = useUrlQuery();
+
+	const pageParam = parseInt(urlQuery.get('page') ?? '1', 10);
+	const currentPage = Number.isNaN(pageParam) || pageParam < 1 ? 1 : pageParam;
+
+	const [searchQuery, setSearchQuery] = useState('');
+	const [filterMode, setFilterMode] = useState<FilterMode>('all');
+	const [isInviteModalOpen, setIsInviteModalOpen] = useState(false);
+
+	const {
+		data: usersData,
+		isLoading: isUsersLoading,
+		refetch: refetchUsers,
+	} = useQuery({
+		queryFn: getAll,
+		queryKey: ['getOrgUser', org?.[0]?.id],
+	});
+
+	const {
+		data: invitesData,
+		isLoading: isInvitesLoading,
+		refetch: refetchInvites,
+	} = useQuery({
+		queryFn: getPendingInvites,
+		queryKey: ['getPendingInvites'],
+	});
+
+	const isLoading = isUsersLoading || isInvitesLoading;
+
+	const allMembers = useMemo((): MemberRow[] => {
+		const activeMembers: MemberRow[] = (usersData?.data ?? []).map((user) => ({
+			id: user.id,
+			name: user.displayName,
+			email: user.email,
+			role: user.role,
+			status: 'Active' as const,
+			joinedOn: user.createdAt ? String(user.createdAt) : null,
+		}));
+
+		const pendingInvites: MemberRow[] = (invitesData?.data ?? []).map(
+			(invite) => ({
+				id: `invite-${invite.id}`,
+				name: invite.name ?? '',
+				email: invite.email,
+				role: invite.role,
+				status: 'Invited' as const,
+				joinedOn: null,
+			}),
+		);
+
+		return [...activeMembers, ...pendingInvites];
+	}, [usersData, invitesData]);
+
+	const filteredMembers = useMemo((): MemberRow[] => {
+		let result = allMembers;
+
+		if (filterMode === 'invited') {
+			result = result.filter((m) => m.status === 'Invited');
+		}
+
+		if (searchQuery.trim()) {
+			const q = searchQuery.toLowerCase();
+			result = result.filter(
+				(m) =>
+					m.name.toLowerCase().includes(q) || m.email.toLowerCase().includes(q),
+			);
+		}
+
+		return result;
+	}, [allMembers, filterMode, searchQuery]);
+
+	const paginatedMembers = useMemo((): MemberRow[] => {
+		const start = (currentPage - 1) * PAGE_SIZE;
+		return filteredMembers.slice(start, start + PAGE_SIZE);
+	}, [filteredMembers, currentPage]);
+
+	const setPage = useCallback(
+		(page: number): void => {
+			urlQuery.set('page', String(page));
+			history.replace({ search: urlQuery.toString() });
+		},
+		[history, urlQuery],
+	);
+
+	const pendingCount = invitesData?.data?.length ?? 0;
+	const totalCount = allMembers.length;
+
+	const filterMenuItems: MenuProps['items'] = [
+		{
+			key: 'all',
+			label: (
+				<div className="members-filter-option">
+					<span>All members ⎯ {totalCount}</span>
+					{filterMode === 'all' && (
+						<span className="members-filter-option__check">✓</span>
+					)}
+				</div>
+			),
+			onClick: (): void => {
+				setFilterMode('all');
+				setPage(1);
+			},
+		},
+		{
+			key: 'invited',
+			label: (
+				<div className="members-filter-option">
+					<span>Pending invites ⎯ {pendingCount}</span>
+					{filterMode === 'invited' && (
+						<span className="members-filter-option__check">✓</span>
+					)}
+				</div>
+			),
+			onClick: (): void => {
+				setFilterMode('invited');
+				setPage(1);
+			},
+		},
+	];
+
+	const filterLabel =
+		filterMode === 'all'
+			? `All members ⎯ ${totalCount}`
+			: `Pending invites ⎯ ${pendingCount}`;
+
+	const handleInviteSuccess = useCallback((): void => {
+		refetchUsers();
+		refetchInvites();
+	}, [refetchUsers, refetchInvites]);
+
+	return (
+		<>
+			<div className="members-settings">
+				{/* Page header */}
+				<div className="members-settings__header">
+					<Typography.Title level={5} className="members-settings__title">
+						Members
+					</Typography.Title>
+					<Typography.Text className="members-settings__subtitle">
+						Overview of people added to this workspace.
+					</Typography.Text>
+				</div>
+
+				{/* Controls row */}
+				<div className="members-settings__controls">
+					<Dropdown
+						menu={{ items: filterMenuItems }}
+						trigger={['click']}
+						overlayClassName="members-filter-dropdown"
+					>
+						<Button
+							variant="solid"
+							size="sm"
+							color="secondary"
+							className="members-filter-trigger"
+						>
+							<span>{filterLabel}</span>
+							<ChevronDown size={12} className="members-filter-trigger__chevron" />
+						</Button>
+					</Dropdown>
+
+					<div className="members-settings__search">
+						<Input
+							placeholder="Search by name or email..."
+							value={searchQuery}
+							onChange={(e): void => {
+								setSearchQuery(e.target.value);
+								setPage(1);
+							}}
+							className="members-search-input"
+							color="secondary"
+						/>
+					</div>
+
+					<Button
+						variant="solid"
+						size="sm"
+						color="primary"
+						onClick={(): void => setIsInviteModalOpen(true)}
+					>
+						<Plus size={12} />
+						Invite member
+					</Button>
+				</div>
+			</div>
+			{/* Table */}
+			<MembersTable
+				data={paginatedMembers}
+				loading={isLoading}
+				total={filteredMembers.length}
+				currentPage={currentPage}
+				pageSize={PAGE_SIZE}
+				searchQuery={searchQuery}
+				onPageChange={setPage}
+			/>
+
+			{/* Invite modal */}
+			<InviteMemberModal
+				open={isInviteModalOpen}
+				onClose={(): void => setIsInviteModalOpen(false)}
+				onSuccess={handleInviteSuccess}
+			/>
+		</>
+	);
+}
+
+export default MembersSettings;

frontend/src/container/SideNav/menuItems.tsx

@@ -33,6 +33,7 @@ import {
 	Unplug,
 	User,
 	UserPlus,
+	Users,
 } from 'lucide-react';
 
 import { SecondaryMenuItemKey, SidebarItem } from './sideNav.types';
@@ -326,6 +327,13 @@ export const settingsMenuItems: SidebarItem[] = [
 		isEnabled: false,
 		itemKey: 'members-sso',
 	},
+	{
+		key: ROUTES.MEMBERS_SETTINGS,
+		label: 'Members',
+		icon: <Users size={16} />,
+		isEnabled: false,
+		itemKey: 'members',
+	},
 	{
 		key: ROUTES.CUSTOM_DOMAIN_SETTINGS,
 		label: 'Custom Domain',

frontend/src/container/TopNav/DateTimeSelectionV2/constants.ts

@@ -153,6 +153,7 @@ export const routesToSkip = [
 	ROUTES.VERSION,
 	ROUTES.ALL_DASHBOARD,
 	ROUTES.ORG_SETTINGS,
+	ROUTES.MEMBERS_SETTINGS,
 	ROUTES.INGESTION_SETTINGS,
 	ROUTES.CUSTOM_DOMAIN_SETTINGS,
 	ROUTES.API_KEYS,

frontend/src/pages/MembersSettings/index.tsx

@@ -0,0 +1,7 @@
+import MembersSettingsContainer from 'container/MembersSettings/MembersSettings';
+
+function MembersSettings(): JSX.Element {
+	return <MembersSettingsContainer />;
+}
+
+export default MembersSettings;

frontend/src/pages/Settings/Settings.tsx

@@ -83,6 +83,7 @@ function SettingsPage(): JSX.Element {
 							item.key === ROUTES.API_KEYS ||
 							item.key === ROUTES.INGESTION_SETTINGS ||
 							item.key === ROUTES.ORG_SETTINGS ||
+							item.key === ROUTES.MEMBERS_SETTINGS ||
 							item.key === ROUTES.SHORTCUTS
 								? true
 								: item.isEnabled,
@@ -112,6 +113,7 @@ function SettingsPage(): JSX.Element {
 							item.key === ROUTES.INTEGRATIONS ||
 							item.key === ROUTES.API_KEYS ||
 							item.key === ROUTES.ORG_SETTINGS ||
+							item.key === ROUTES.MEMBERS_SETTINGS ||
 							item.key === ROUTES.INGESTION_SETTINGS
 								? true
 								: item.isEnabled,
@@ -137,6 +139,7 @@ function SettingsPage(): JSX.Element {
 						isEnabled:
 							item.key === ROUTES.API_KEYS ||
 							item.key === ROUTES.ORG_SETTINGS ||
+							item.key === ROUTES.MEMBERS_SETTINGS ||
 							item.key === ROUTES.ROLES_SETTINGS
 								? true
 								: item.isEnabled,

frontend/src/pages/Settings/config.tsx

@@ -27,8 +27,10 @@ import {
 	Plus,
 	Shield,
 	User,
+	Users,
 } from 'lucide-react';
 import ChannelsEdit from 'pages/ChannelsEdit';
+import MembersSettings from 'pages/MembersSettings';
 import Shortcuts from 'pages/Shortcuts';
 
 export const organizationSettings = (t: TFunction): RouteTabProps['routes'] => [
@@ -150,6 +152,19 @@ export const billingSettings = (t: TFunction): RouteTabProps['routes'] => [
 	},
 ];
 
+export const membersSettings = (t: TFunction): RouteTabProps['routes'] => [
+	{
+		Component: MembersSettings,
+		name: (
+			<div className="periscope-tab">
+				<Users size={16} /> {t('routes:members').toString()}
+			</div>
+		),
+		route: ROUTES.MEMBERS_SETTINGS,
+		key: ROUTES.MEMBERS_SETTINGS,
+	},
+];
+
 export const rolesSettings = (t: TFunction): RouteTabProps['routes'] => [
 	{
 		Component: RolesSettings,

frontend/src/pages/Settings/utils.ts

@@ -12,6 +12,7 @@ import {
 	generalSettings,
 	ingestionSettings,
 	keyboardShortcuts,
+	membersSettings,
 	multiIngestionSettings,
 	mySettings,
 	organizationSettings,
@@ -60,7 +61,7 @@ export const getRoutes = (
 	settings.push(...alertChannels(t));
 
 	if (isAdmin) {
-		settings.push(...apiKeys(t));
+		settings.push(...apiKeys(t), ...membersSettings(t));
 	}
 
 	if ((isCloudUser || isEnterpriseSelfHostedUser) && isAdmin) {

frontend/src/utils/permission/index.ts

@@ -98,6 +98,7 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	WORKSPACE_LOCKED: ['ADMIN', 'EDITOR', 'VIEWER'],
 	WORKSPACE_SUSPENDED: ['ADMIN', 'EDITOR', 'VIEWER'],
 	ROLES_SETTINGS: ['ADMIN'],
+	MEMBERS_SETTINGS: ['ADMIN'],
 	BILLING: ['ADMIN'],
 	SUPPORT: ['ADMIN', 'EDITOR', 'VIEWER'],
 	SOMETHING_WENT_WRONG: ['ADMIN', 'EDITOR', 'VIEWER'],

pkg/apiserver/signozapiserver/provider.go

@@ -18,7 +18,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/preference"
 	"github.com/SigNoz/signoz/pkg/modules/promote"
-	"github.com/SigNoz/signoz/pkg/modules/rawdataexport"
 	"github.com/SigNoz/signoz/pkg/modules/session"
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/querier"
@@ -47,7 +46,6 @@ type provider struct {
 	gatewayHandler         gateway.Handler
 	fieldsHandler          fields.Handler
 	authzHandler           authz.Handler
-	rawDataExportHandler   rawdataexport.Handler
 	zeusHandler            zeus.Handler
 	querierHandler         querier.Handler
 }
@@ -69,7 +67,6 @@ func NewFactory(
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
 	authzHandler authz.Handler,
-	rawDataExportHandler rawdataexport.Handler,
 	zeusHandler zeus.Handler,
 	querierHandler querier.Handler,
 ) factory.ProviderFactory[apiserver.APIServer, apiserver.Config] {
@@ -94,7 +91,6 @@ func NewFactory(
 			gatewayHandler,
 			fieldsHandler,
 			authzHandler,
-			rawDataExportHandler,
 			zeusHandler,
 			querierHandler,
 		)
@@ -121,7 +117,6 @@ func newProvider(
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
 	authzHandler authz.Handler,
-	rawDataExportHandler rawdataexport.Handler,
 	zeusHandler zeus.Handler,
 	querierHandler querier.Handler,
 ) (apiserver.APIServer, error) {
@@ -146,7 +141,6 @@ func newProvider(
 		gatewayHandler:         gatewayHandler,
 		fieldsHandler:          fieldsHandler,
 		authzHandler:           authzHandler,
-		rawDataExportHandler:   rawDataExportHandler,
 		zeusHandler:            zeusHandler,
 		querierHandler:         querierHandler,
 	}
@@ -221,10 +215,6 @@ func (provider *provider) AddToRouter(router *mux.Router) error {
 		return err
 	}
 
-	if err := provider.addRawDataExportRoutes(router); err != nil {
-    return err
-  }
-  
 	if err := provider.addZeusRoutes(router); err != nil {
 		return err
 	}

pkg/apiserver/signozapiserver/rawDataExport.go

@@ -1,47 +0,0 @@
-package signozapiserver
-
-import (
-	"net/http"
-
-	"github.com/SigNoz/signoz/pkg/http/handler"
-	"github.com/SigNoz/signoz/pkg/types"
-	"github.com/SigNoz/signoz/pkg/types/exporttypes"
-	v5 "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/gorilla/mux"
-)
-
-func (provider *provider) addRawDataExportRoutes(router *mux.Router) error {
-	if err := router.Handle("/api/v1/export_raw_data", handler.New(provider.authZ.ViewAccess(provider.rawDataExportHandler.ExportRawData), handler.OpenAPIDef{
-		ID:                  "HandleExportRawDataGET",
-		Tags:                []string{"logs", "traces"},
-		Summary:             "Export raw data",
-		Description:         "This endpoints allows simple query exporting raw data for traces and logs",
-		RequestQuery:        new(exporttypes.ExportRawDataQueryParams),
-		RequestContentType:  "",
-		Response:            nil,
-		ResponseContentType: "application/json",
-		SuccessStatusCode:   http.StatusOK,
-		ErrorStatusCodes:    []int{http.StatusBadRequest},
-		SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-	})).Methods(http.MethodGet).GetError(); err != nil {
-		return err
-	}
-	if err := router.Handle("/api/v1/export_raw_data", handler.New(provider.authZ.ViewAccess(provider.rawDataExportHandler.ExportRawData), handler.OpenAPIDef{
-		ID:                  "HandleExportRawDataPOST",
-		Tags:                []string{"logs", "traces"},
-		Summary:             "Export raw data",
-		Description:         "This endpoints allows complex query exporting raw data for traces and logs",
-		Request:             new(v5.QueryRangeRequest),
-		RequestQuery:        new(exporttypes.ExportRawDataFormatQueryParam),
-		RequestContentType:  "application/json",
-		Response:            nil,
-		ResponseContentType: "application/json",
-		SuccessStatusCode:   http.StatusOK,
-		ErrorStatusCodes:    []int{http.StatusBadRequest},
-		SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-	})).Methods(http.MethodPost).GetError(); err != nil {
-		return err
-	}
-
-	return nil
-}

pkg/modules/rawdataexport/implrawdataexport/handler.go

@@ -6,18 +6,18 @@ import (
 	"fmt"
 	"io"
 	"net/http"
-	"slices"
+	"net/url"
 	"strconv"
+	"strings"
 	"time"
 	"unicode"
 	"unicode/utf8"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/http/binding"
 	"github.com/SigNoz/signoz/pkg/http/render"
 	"github.com/SigNoz/signoz/pkg/modules/rawdataexport"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
-	"github.com/SigNoz/signoz/pkg/types/exporttypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -31,52 +31,129 @@ func NewHandler(module rawdataexport.Module) rawdataexport.Handler {
 	return &handler{module: module}
 }
 
+// ExportRawData handles data export requests.
+//
+// API Documentation:
+// Endpoint: GET /api/v1/export_raw_data
+//
+// Query Parameters:
+//
+//   - source (optional): Type of data to export ["logs" (default), "metrics", "traces"]
+//     Note: Currently only "logs" is fully supported
+//
+//   - format (optional): Output format ["csv" (default), "jsonl"]
+//
+//   - start (required): Start time for query (Unix timestamp in nanoseconds)
+//
+//   - end (required): End time for query (Unix timestamp in nanoseconds)
+//
+//   - limit (optional): Maximum number of rows to export
+//     Constraints: Must be positive and cannot exceed MAX_EXPORT_ROW_COUNT_LIMIT
+//
+//   - filter (optional): Filter expression to apply to the query
+//
+//   - columns (optional): Specific columns to include in export
+//     Default: all columns are returned
+//     Format: ["context.field:type", "context.field", "field"]
+//
+//   - order_by (optional): Sorting specification ["column:direction" or "context.field:type:direction"]
+//     Direction: "asc" or "desc"
+//     Default: ["timestamp:desc", "id:desc"]
+//
+// Response Headers:
+//   - Content-Type: "text/csv" or "application/x-ndjson"
+//   - Content-Encoding: "gzip" (handled by HTTP middleware)
+//   - Content-Disposition: "attachment; filename=\"data_exported.[format]\""
+//   - Cache-Control: "no-cache"
+//   - Vary: "Accept-Encoding"
+//   - Transfer-Encoding: "chunked"
+//   - Trailers: X-Response-Complete
+//
+// Response Format:
+//
+//	CSV: Headers in first row, data in subsequent rows
+//	JSONL: One JSON object per line
+//
+// Example Usage:
+//
+//	Basic CSV export:
+//	  GET /api/v1/export_raw_data?start=1693612800000000000&end=1693699199000000000
+//
+//	Export with columns and format:
+//	  GET /api/v1/export_raw_data?start=1693612800000000000&end=1693699199000000000&format=jsonl
+//	      &columns=timestamp&columns=severity&columns=message
+//
+//	Export with filter and ordering:
+//	  GET /api/v1/export_raw_data?start=1693612800000000000&end=1693699199000000000
+//	      &filter=severity="error"&order_by=timestamp:desc&limit=1000
 func (handler *handler) ExportRawData(rw http.ResponseWriter, r *http.Request) {
-	var queryRangeRequest qbtypes.QueryRangeRequest
-	var format string
+	source, err := getExportQuerySource(r.URL.Query())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
 
-	switch r.Method {
-	case http.MethodGet:
-		var params exporttypes.ExportRawDataQueryParams
-		if err := binding.Query.BindQuery(r.URL.Query(), &params); err != nil {
-			render.Error(rw, err)
-			return
-		}
-		params.Normalize()
-		if err := params.Validate(); err != nil {
-			render.Error(rw, err)
-			return
-		}
-		format = params.Format
-		queryRangeRequest = buildQueryRangeRequest(&params)
-	case http.MethodPost:
-		var formatParam exporttypes.ExportRawDataFormatQueryParam
-		if err := binding.Query.BindQuery(r.URL.Query(), &formatParam); err != nil {
-			render.Error(rw, err)
-			return
-		}
-		format = formatParam.Format
-		if err := json.NewDecoder(r.Body).Decode(&queryRangeRequest); err != nil {
-			render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid request body: %v", err))
-			return
-		}
+	switch source {
+	case "logs":
+		handler.exportLogs(rw, r)
+	case "traces":
+		handler.exportTraces(rw, r)
+	case "metrics":
+		handler.exportMetrics(rw, r)
 	default:
-		render.Error(rw, errors.Newf(errors.TypeMethodNotAllowed, errors.CodeMethodNotAllowed, "method not allowed, only GET/POST supported"))
-		return
+		render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid source: must be logs"))
 	}
+}
 
-	if err := validateSpecForExport(&queryRangeRequest); err != nil {
+func (handler *handler) exportMetrics(rw http.ResponseWriter, r *http.Request) {
+	render.Error(rw, errors.Newf(errors.TypeUnsupported, errors.CodeUnsupported, "metrics export is not yet supported"))
+}
+
+func (handler *handler) exportTraces(rw http.ResponseWriter, r *http.Request) {
+	render.Error(rw, errors.Newf(errors.TypeUnsupported, errors.CodeUnsupported, "traces export is not yet supported"))
+}
+
+func (handler *handler) exportLogs(rw http.ResponseWriter, r *http.Request) {
+	// Set up response headers
+	rw.Header().Set("Cache-Control", "no-cache")
+	rw.Header().Set("Vary", "Accept-Encoding") // Indicate that response varies based on Accept-Encoding
+	rw.Header().Set("Access-Control-Expose-Headers", "Content-Disposition, X-Response-Complete")
+	rw.Header().Set("Trailer", "X-Response-Complete")
+	rw.Header().Set("Transfer-Encoding", "chunked")
+
+	queryParams := r.URL.Query()
+
+	startTime, endTime, err := getExportQueryTimeRange(queryParams)
+	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	if err := validateAndApplyDefaultExportLimits(queryRangeRequest.CompositeQuery.Queries); err != nil {
+	limit, err := getExportQueryLimit(queryParams)
+	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	// Use default OrderBy if not specified
-	queryRangeRequest.UseDefaultOrderBy()
+	format, err := getExportQueryFormat(queryParams)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	// Set appropriate content type and filename
+	filename := fmt.Sprintf("data_exported_%s.%s", time.Now().Format("2006-01-02_150405"), format)
+	rw.Header().Set("Content-Disposition", fmt.Sprintf("attachment; filename=\"%s\"", filename))
+
+	filterExpression := queryParams.Get("filter")
+
+	orderByExpression, err := getExportQueryOrderBy(queryParams)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	columns := getExportQueryColumns(queryParams)
 
 	claims, err := authtypes.ClaimsFromContext(r.Context())
 	if err != nil {
@@ -90,134 +167,70 @@ func (handler *handler) ExportRawData(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	setExportResponseHeaders(rw, format)
+	queryRangeRequest := qbtypes.QueryRangeRequest{
+		Start:       startTime,
+		End:         endTime,
+		RequestType: qbtypes.RequestTypeRaw,
+		CompositeQuery: qbtypes.CompositeQuery{
+			Queries: []qbtypes.QueryEnvelope{
+				{
+					Type: qbtypes.QueryTypeBuilder,
+					Spec: nil,
+				},
+			},
+		},
+	}
 
+	spec := qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
+		Signal: telemetrytypes.SignalLogs,
+		Name:   "raw",
+		Filter: &qbtypes.Filter{
+			Expression: filterExpression,
+		},
+		Limit: limit,
+		Order: orderByExpression,
+	}
+
+	spec.SelectFields = columns
+
+	queryRangeRequest.CompositeQuery.Queries[0].Spec = spec
+
+	// This will signal Export module to stop sending data
 	doneChan := make(chan any)
 	defer close(doneChan)
 	rowChan, errChan := handler.module.ExportRawData(r.Context(), orgID, &queryRangeRequest, doneChan)
 
-	isComplete, err := handler.executeExport(rowChan, errChan, format, rw)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-	rw.Header().Set("X-Response-Complete", strconv.FormatBool(isComplete))
-}
+	var isComplete bool
 
-// validateSpecForExport validates query specs
-func validateSpecForExport(req *qbtypes.QueryRangeRequest) error {
-
-	queries := req.CompositeQuery.Queries
-
-	// If the trace operator query is not present, and there are multiple queries, return an error
-	if req.TraceOperatorQueryIndex() == -1 && len(queries) > 1 {
-		return errors.NewInvalidInputf(errors.CodeInvalidInput, "multiple queries not allowed without a trace operator query")
-	}
-
-	for idx := range queries {
-		switch spec := queries[idx].Spec.(type) {
-		case qbtypes.QueryBuilderQuery[qbtypes.LogAggregation],
-			qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation],
-			qbtypes.QueryBuilderTraceOperator:
-			// Supported spec types
-		default:
-			return errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported query at index %d type: %T", idx, spec)
-		}
-	}
-
-	err := req.Validate(qbtypes.WithSkipLimitValidation())
-	if err != nil {
-		return err
-	}
-
-	return nil
-}
-
-func validateAndApplyDefaultExportLimits(queries []qbtypes.QueryEnvelope) error {
-	for idx := range queries {
-		limit := queries[idx].GetLimit()
-		if limit == 0 {
-			limit = DefaultExportRowCountLimit
-		} else if limit < 0 {
-			return errors.NewInvalidInputf(errors.CodeInvalidInput, "limit must be positive")
-		} else if limit > MaxExportRowCountLimit {
-			return errors.NewInvalidInputf(errors.CodeInvalidInput, "limit cannot be more than %d", MaxExportRowCountLimit)
-		}
-		queries[idx].SetLimit(limit)
-	}
-	return nil
-}
-
-// buildQueryEnvelope creates a QueryEnvelope with a QueryBuilderQuery for the given aggregation type.
-func buildQueryEnvelope[T any](signal telemetrytypes.Signal, filter *qbtypes.Filter, limit int, order []qbtypes.OrderBy, selectFields []telemetrytypes.TelemetryFieldKey) qbtypes.QueryEnvelope {
-	return qbtypes.QueryEnvelope{
-		Type: qbtypes.QueryTypeBuilder,
-		Spec: qbtypes.QueryBuilderQuery[T]{
-			Signal:       signal,
-			Filter:       filter,
-			Limit:        limit,
-			Order:        order,
-			SelectFields: selectFields,
-		},
-	}
-}
-
-// buildQueryRangeRequest builds a QueryRangeRequest from already-bound and validated GET query params.
-func buildQueryRangeRequest(params *exporttypes.ExportRawDataQueryParams) qbtypes.QueryRangeRequest {
-	var query qbtypes.QueryEnvelope
-	switch params.Signal {
-	case telemetrytypes.SignalLogs:
-		query = buildQueryEnvelope[qbtypes.LogAggregation](params.Signal, &params.Filter, params.Limit, params.Order, params.SelectFields)
-	case telemetrytypes.SignalTraces:
-		query = buildQueryEnvelope[qbtypes.TraceAggregation](params.Signal, &params.Filter, params.Limit, params.Order, params.SelectFields)
-	}
-
-	return qbtypes.QueryRangeRequest{
-		Start:       params.Start,
-		End:         params.End,
-		RequestType: qbtypes.RequestTypeRaw,
-		CompositeQuery: qbtypes.CompositeQuery{
-			Queries: []qbtypes.QueryEnvelope{query},
-		},
-	}
-}
-
-// setExportResponseHeaders sets common HTTP headers for export responses.
-func setExportResponseHeaders(rw http.ResponseWriter, format string) {
-	rw.Header().Set("Cache-Control", "no-cache")
-	rw.Header().Set("Vary", "Accept-Encoding")
-	rw.Header().Set("Access-Control-Expose-Headers", "Content-Disposition, X-Response-Complete")
-	rw.Header().Set("Trailer", "X-Response-Complete")
-	rw.Header().Set("Transfer-Encoding", "chunked")
-	filename := fmt.Sprintf("data_exported_%s.%s", time.Now().Format("2006-01-02_150405"), format)
-	rw.Header().Set("Content-Disposition", fmt.Sprintf("attachment; filename=\"%s\"", filename))
-}
-
-// executeExport streams data from rowChan to the response writer in the specified format.
-func (handler *handler) executeExport(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, format string, rw http.ResponseWriter) (bool, error) {
 	switch format {
 	case "csv", "":
 		rw.Header().Set("Content-Type", "text/csv")
 		csvWriter := csv.NewWriter(rw)
-		isComplete, err := handler.exportRawDataCSV(rowChan, errChan, csvWriter)
+		isComplete, err = handler.exportLogsCSV(rowChan, errChan, csvWriter)
 		if err != nil {
-			return false, err
+			render.Error(rw, err)
+			return
 		}
 		csvWriter.Flush()
-		return isComplete, nil
 	case "jsonl":
 		rw.Header().Set("Content-Type", "application/x-ndjson")
-		return handler.exportRawDataJSONL(rowChan, errChan, rw)
+		isComplete, err = handler.exportLogsJSONL(rowChan, errChan, rw)
+		if err != nil {
+			render.Error(rw, err)
+			return
+		}
 	default:
-		return false, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid format: must be csv or jsonl")
+		render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid format: must be csv or jsonl"))
+		return
 	}
+
+	rw.Header().Set("X-Response-Complete", strconv.FormatBool(isComplete))
 }
 
-// exportRawDataCSV is a generic CSV export function that works with any raw data (logs, traces, etc.)
-func (handler *handler) exportRawDataCSV(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, csvWriter *csv.Writer) (bool, error) {
-
+func (handler *handler) exportLogsCSV(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, csvWriter *csv.Writer) (bool, error) {
 	var header []string
-	headerToIndexMapping := make(map[string]int)
+
+	headerToIndexMapping := make(map[string]int, len(header))
 
 	totalBytes := uint64(0)
 	for {
@@ -255,8 +268,8 @@ func (handler *handler) exportRawDataCSV(rowChan <-chan *qbtypes.RawRow, errChan
 	}
 }
 
-// exportRawDataJSONL is a generic JSONL export function that works with any raw data (logs, traces, etc.)
-func (handler *handler) exportRawDataJSONL(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, writer io.Writer) (bool, error) {
+func (handler *handler) exportLogsJSONL(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, writer io.Writer) (bool, error) {
+
 	totalBytes := uint64(0)
 	for {
 		select {
@@ -264,11 +277,9 @@ func (handler *handler) exportRawDataJSONL(rowChan <-chan *qbtypes.RawRow, errCh
 			if !ok {
 				return true, nil
 			}
-			jsonBytes, err := json.Marshal(row.Data)
-			if err != nil {
-				return false, errors.NewUnexpectedf(errors.CodeInternal, "error marshaling JSON: %s", err)
-			}
-			totalBytes += uint64(len(jsonBytes)) + 1
+			// Handle JSON format (JSONL - one object per line)
+			jsonBytes, _ := json.Marshal(row.Data)
+			totalBytes += uint64(len(jsonBytes)) + 1 // +1 for newline
 
 			if _, err := writer.Write(jsonBytes); err != nil {
 				return false, errors.NewUnexpectedf(errors.CodeInternal, "error writing JSON: %s", err)
@@ -288,33 +299,74 @@ func (handler *handler) exportRawDataJSONL(rowChan <-chan *qbtypes.RawRow, errCh
 	}
 }
 
-// priorityColumns defines the columns that should appear first in the CSV output, in order.
-var priorityColumns = []string{"timestamp", "id"}
+func getExportQuerySource(queryParams url.Values) (string, error) {
+	switch queryParams.Get("source") {
+	case "logs", "":
+		return "logs", nil
+	case "metrics":
+		return "metrics", errors.NewInvalidInputf(errors.CodeInvalidInput, "metrics export not yet supported")
+	case "traces":
+		return "traces", errors.NewInvalidInputf(errors.CodeInvalidInput, "traces export not yet supported")
+	default:
+		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid source: must be logs, metrics or traces")
+	}
+}
+
+func getExportQueryFormat(queryParams url.Values) (string, error) {
+	switch queryParams.Get("format") {
+	case "csv", "":
+		return "csv", nil
+	case "jsonl":
+		return "jsonl", nil
+	default:
+		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid format: must be csv or jsonl")
+	}
+}
+
+func getExportQueryLimit(queryParams url.Values) (int, error) {
+
+	limitStr := queryParams.Get("limit")
+	if limitStr == "" {
+		return DefaultExportRowCountLimit, nil
+	} else {
+		limit, err := strconv.Atoi(limitStr)
+		if err != nil {
+			return 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid limit format: %s", err.Error())
+		}
+		if limit <= 0 {
+			return 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "limit must be positive")
+		}
+		if limit > MaxExportRowCountLimit {
+			return 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "limit cannot be more than %d", MaxExportRowCountLimit)
+		}
+		return limit, nil
+	}
+}
+
+func getExportQueryTimeRange(queryParams url.Values) (uint64, uint64, error) {
+
+	startTimeStr := queryParams.Get("start")
+	endTimeStr := queryParams.Get("end")
+
+	if startTimeStr == "" || endTimeStr == "" {
+		return 0, 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "start and end time are required")
+	}
+	startTime, err := strconv.ParseUint(startTimeStr, 10, 64)
+	if err != nil {
+		return 0, 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid start time format: %s", err.Error())
+	}
+	endTime, err := strconv.ParseUint(endTimeStr, 10, 64)
+	if err != nil {
+		return 0, 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid end time format: %s", err.Error())
+	}
+	return startTime, endTime, nil
+}
 
 func constructCSVHeaderFromQueryResponse(data map[string]any) []string {
 	header := make([]string, 0, len(data))
 	for key := range data {
 		header = append(header, key)
 	}
-	// This is to ensure CSV output is consistent across multiple queries
-	slices.SortFunc(header, func(a, b string) int {
-		ai, bi := slices.Index(priorityColumns, a), slices.Index(priorityColumns, b)
-		switch {
-		case ai != -1 && bi != -1:
-			return ai - bi
-		case ai != -1:
-			return -1
-		case bi != -1:
-			return 1
-		default:
-			if a < b {
-				return -1
-			} else if a > b {
-				return 1
-			}
-			return 0
-		}
-	})
 	return header
 }
 
@@ -375,12 +427,9 @@ func constructCSVRecordFromQueryResponse(data map[string]any, headerToIndexMappi
 				valueStr = v.String()
 
 			default:
-				jsonBytes, err := json.Marshal(v)
-				if err != nil {
-					valueStr = fmt.Sprintf("%v", v)
-				} else {
-					valueStr = string(jsonBytes)
-				}
+				// For all other complex types (maps, structs, etc.)
+				jsonBytes, _ := json.Marshal(v)
+				valueStr = string(jsonBytes)
 			}
 
 			record[index] = sanitizeForCSV(valueStr)
@@ -389,6 +438,26 @@ func constructCSVRecordFromQueryResponse(data map[string]any, headerToIndexMappi
 	return record
 }
 
+// getExportQueryColumns parses the "columns" query parameters and returns a slice of TelemetryFieldKey structs.
+// Each column should be a valid telemetry field key in the format "context.field:type" or "context.field" or "field"
+func getExportQueryColumns(queryParams url.Values) []telemetrytypes.TelemetryFieldKey {
+	columnParams := queryParams["columns"]
+
+	columns := make([]telemetrytypes.TelemetryFieldKey, 0, len(columnParams))
+
+	for _, columnStr := range columnParams {
+		// Skip empty strings
+		columnStr = strings.TrimSpace(columnStr)
+		if columnStr == "" {
+			continue
+		}
+
+		columns = append(columns, telemetrytypes.GetFieldKeyFromKeyText(columnStr))
+	}
+
+	return columns
+}
+
 func getsizeOfStringSlice(slice []string) uint64 {
 	var totalBytes uint64
 	for _, str := range slice {
@@ -396,3 +465,52 @@ func getsizeOfStringSlice(slice []string) uint64 {
 	}
 	return totalBytes
 }
+
+// getExportQueryOrderBy parses the "order_by" query parameters and returns a slice of OrderBy structs.
+// Each "order_by" parameter should be in the format "column:direction"
+// Each "column" should be a valid telemetry field key in the format "context.field:type" or "context.field" or "field"
+func getExportQueryOrderBy(queryParams url.Values) ([]qbtypes.OrderBy, error) {
+	orderByParam := queryParams.Get("order_by")
+
+	orderByParam = strings.TrimSpace(orderByParam)
+	if orderByParam == "" {
+		return telemetrylogs.DefaultLogsV2SortingOrder, nil
+	}
+
+	parts := strings.Split(orderByParam, ":")
+	if len(parts) != 2 && len(parts) != 3 {
+		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid order_by format: %s, should be <column>:<direction>", orderByParam)
+	}
+
+	column := strings.Join(parts[:len(parts)-1], ":")
+	direction := parts[len(parts)-1]
+
+	orderDirection, ok := qbtypes.OrderDirectionMap[direction]
+	if !ok {
+		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid order_by direction: %s, should be one of %s, %s", direction, qbtypes.OrderDirectionAsc, qbtypes.OrderDirectionDesc)
+	}
+
+	orderByKey := telemetrytypes.GetFieldKeyFromKeyText(column)
+
+	orderBy := []qbtypes.OrderBy{
+		{
+			Key: qbtypes.OrderByKey{
+				TelemetryFieldKey: orderByKey,
+			},
+			Direction: orderDirection,
+		},
+	}
+
+	// If we are ordering by the timestamp column, also order by the ID column
+	if orderByKey.Name == telemetrylogs.LogsV2TimestampColumn {
+		orderBy = append(orderBy, qbtypes.OrderBy{
+			Key: qbtypes.OrderByKey{
+				TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+					Name: telemetrylogs.LogsV2IDColumn,
+				},
+			},
+			Direction: orderDirection,
+		})
+	}
+	return orderBy, nil
+}

pkg/modules/rawdataexport/implrawdataexport/handler_test.go

@@ -2,85 +2,58 @@ package implrawdataexport
 
 import (
 	"net/url"
+	"strconv"
 	"testing"
 
-	"github.com/SigNoz/signoz/pkg/http/binding"
-	"github.com/SigNoz/signoz/pkg/types/exporttypes"
+	"github.com/SigNoz/signoz/pkg/telemetrylogs"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/stretchr/testify/assert"
 )
 
-func TestExportRawDataQueryParams_BindingDefaults(t *testing.T) {
-	var params exporttypes.ExportRawDataQueryParams
-	err := binding.Query.BindQuery(url.Values{}, &params)
-	assert.NoError(t, err)
-	assert.Equal(t, "csv", params.Format)
-	assert.Equal(t, DefaultExportRowCountLimit, params.Limit)
-}
-
-func logQuery(limit int) qbtypes.QueryEnvelope {
-	return qbtypes.QueryEnvelope{
-		Type: qbtypes.QueryTypeBuilder,
-		Spec: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{Limit: limit},
-	}
-}
-
-func traceQuery(limit int) qbtypes.QueryEnvelope {
-	return qbtypes.QueryEnvelope{
-		Type: qbtypes.QueryTypeBuilder,
-		Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{Limit: limit},
-	}
-}
-
-func traceOperatorQuery(limit int) qbtypes.QueryEnvelope {
-	return qbtypes.QueryEnvelope{
-		Type: qbtypes.QueryTypeTraceOperator,
-		Spec: qbtypes.QueryBuilderTraceOperator{Limit: limit, Expression: "A"},
-	}
-}
-
-func makeRequest(queries ...qbtypes.QueryEnvelope) qbtypes.QueryRangeRequest {
-	return qbtypes.QueryRangeRequest{
-		Start:          1000000000000,
-		End:            1000003600000,
-		RequestType:    qbtypes.RequestTypeRaw,
-		CompositeQuery: qbtypes.CompositeQuery{Queries: queries},
-	}
-}
-
-func TestValidateSpecForExport(t *testing.T) {
+func TestGetExportQuerySource(t *testing.T) {
 	tests := []struct {
-		name          string
-		req           qbtypes.QueryRangeRequest
-		expectedError bool
+		name           string
+		queryParams    url.Values
+		expectedSource string
+		expectedError  bool
 	}{
 		{
-			name: "single log query",
-			req:  makeRequest(logQuery(0)),
+			name:           "default logs source",
+			queryParams:    url.Values{},
+			expectedSource: "logs",
+			expectedError:  false,
 		},
 		{
-			name: "single trace query",
-			req:  makeRequest(traceQuery(0)),
+			name:           "explicit logs source",
+			queryParams:    url.Values{"source": {"logs"}},
+			expectedSource: "logs",
+			expectedError:  false,
 		},
 		{
-			name: "trace operator alone",
-			req:  makeRequest(traceOperatorQuery(0)),
+			name:           "metrics source - not supported",
+			queryParams:    url.Values{"source": {"metrics"}},
+			expectedSource: "metrics",
+			expectedError:  true,
 		},
 		{
-			name:          "multiple queries without trace operator",
-			req:           makeRequest(logQuery(0), traceQuery(0)),
-			expectedError: true,
+			name:           "traces source - not supported",
+			queryParams:    url.Values{"source": {"traces"}},
+			expectedSource: "traces",
+			expectedError:  true,
 		},
 		{
-			name:          "unsupported query type",
-			req:           makeRequest(qbtypes.QueryEnvelope{Type: qbtypes.QueryTypeBuilder, Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{}}),
-			expectedError: true,
+			name:           "invalid source",
+			queryParams:    url.Values{"source": {"invalid"}},
+			expectedSource: "",
+			expectedError:  true,
 		},
 	}
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			err := validateSpecForExport(&tt.req)
+			source, err := getExportQuerySource(tt.queryParams)
+			assert.Equal(t, tt.expectedSource, source)
 			if tt.expectedError {
 				assert.Error(t, err)
 			} else {
@@ -90,69 +63,456 @@ func TestValidateSpecForExport(t *testing.T) {
 	}
 }
 
-func TestValidateAndApplyDefaultExportLimits(t *testing.T) {
+func TestGetExportQueryFormat(t *testing.T) {
 	tests := []struct {
-		name          string
-		queries       []qbtypes.QueryEnvelope
-		expectedError bool
-		checkQueries  func(t *testing.T, queries []qbtypes.QueryEnvelope)
+		name           string
+		queryParams    url.Values
+		expectedFormat string
+		expectedError  bool
 	}{
 		{
-			name:    "single log query, zero limit gets default",
-			queries: makeRequest(logQuery(0)).CompositeQuery.Queries,
-			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
-				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
-			},
+			name:           "default csv format",
+			queryParams:    url.Values{},
+			expectedFormat: "csv",
+			expectedError:  false,
 		},
 		{
-			name:    "single log query, valid limit kept",
-			queries: makeRequest(logQuery(1000)).CompositeQuery.Queries,
-			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
-				assert.Equal(t, 1000, q[0].GetLimit())
-			},
+			name:           "explicit csv format",
+			queryParams:    url.Values{"format": {"csv"}},
+			expectedFormat: "csv",
+			expectedError:  false,
 		},
 		{
-			name:    "single log query, max limit kept",
-			queries: makeRequest(logQuery(MaxExportRowCountLimit)).CompositeQuery.Queries,
-			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
-				assert.Equal(t, MaxExportRowCountLimit, q[0].GetLimit())
-			},
+			name:           "jsonl format",
+			queryParams:    url.Values{"format": {"jsonl"}},
+			expectedFormat: "jsonl",
+			expectedError:  false,
 		},
 		{
-			name:          "single log query, limit exceeds max",
-			queries:       makeRequest(logQuery(MaxExportRowCountLimit + 1)).CompositeQuery.Queries,
+			name:           "invalid format",
+			queryParams:    url.Values{"format": {"xml"}},
+			expectedFormat: "",
+			expectedError:  true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			format, err := getExportQueryFormat(tt.queryParams)
+			assert.Equal(t, tt.expectedFormat, format)
+			if tt.expectedError {
+				assert.Error(t, err)
+			} else {
+				assert.NoError(t, err)
+			}
+		})
+	}
+}
+
+func TestGetExportQueryLimit(t *testing.T) {
+	tests := []struct {
+		name          string
+		queryParams   url.Values
+		expectedLimit int
+		expectedError bool
+	}{
+		{
+			name:          "default limit",
+			queryParams:   url.Values{},
+			expectedLimit: DefaultExportRowCountLimit,
+			expectedError: false,
+		},
+		{
+			name:          "valid limit",
+			queryParams:   url.Values{"limit": {"5000"}},
+			expectedLimit: 5000,
+			expectedError: false,
+		},
+		{
+			name:          "maximum limit",
+			queryParams:   url.Values{"limit": {strconv.Itoa(MaxExportRowCountLimit)}},
+			expectedLimit: MaxExportRowCountLimit,
+			expectedError: false,
+		},
+		{
+			name:          "limit exceeds maximum",
+			queryParams:   url.Values{"limit": {"100000"}},
+			expectedLimit: 0,
 			expectedError: true,
 		},
 		{
-			name:          "single log query, negative limit",
-			queries:       makeRequest(logQuery(-1)).CompositeQuery.Queries,
+			name:          "invalid limit format",
+			queryParams:   url.Values{"limit": {"invalid"}},
+			expectedLimit: 0,
 			expectedError: true,
 		},
 		{
-			name:    "single trace query, zero limit gets default",
-			queries: makeRequest(traceQuery(0)).CompositeQuery.Queries,
-			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
-				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
+			name:          "negative limit",
+			queryParams:   url.Values{"limit": {"-100"}},
+			expectedLimit: 0,
+			expectedError: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			limit, err := getExportQueryLimit(tt.queryParams)
+			assert.Equal(t, tt.expectedLimit, limit)
+			if tt.expectedError {
+				assert.Error(t, err)
+			} else {
+				assert.NoError(t, err)
+			}
+		})
+	}
+}
+
+func TestGetExportQueryTimeRange(t *testing.T) {
+	tests := []struct {
+		name              string
+		queryParams       url.Values
+		expectedStartTime uint64
+		expectedEndTime   uint64
+		expectedError     bool
+	}{
+		{
+			name: "valid time range",
+			queryParams: url.Values{
+				"start": {"1640995200"},
+				"end":   {"1641081600"},
+			},
+			expectedStartTime: 1640995200,
+			expectedEndTime:   1641081600,
+			expectedError:     false,
+		},
+		{
+			name:          "missing start time",
+			queryParams:   url.Values{"end": {"1641081600"}},
+			expectedError: true,
+		},
+		{
+			name:          "missing end time",
+			queryParams:   url.Values{"start": {"1640995200"}},
+			expectedError: true,
+		},
+		{
+			name:          "missing both times",
+			queryParams:   url.Values{},
+			expectedError: true,
+		},
+		{
+			name: "invalid start time format",
+			queryParams: url.Values{
+				"start": {"invalid"},
+				"end":   {"1641081600"},
+			},
+			expectedError: true,
+		},
+		{
+			name: "invalid end time format",
+			queryParams: url.Values{
+				"start": {"1640995200"},
+				"end":   {"invalid"},
+			},
+			expectedError: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			startTime, endTime, err := getExportQueryTimeRange(tt.queryParams)
+			if tt.expectedError {
+				assert.Error(t, err)
+			} else {
+				assert.NoError(t, err)
+				assert.Equal(t, tt.expectedStartTime, startTime)
+				assert.Equal(t, tt.expectedEndTime, endTime)
+			}
+		})
+	}
+}
+
+func TestGetExportQueryColumns(t *testing.T) {
+	tests := []struct {
+		name            string
+		queryParams     url.Values
+		expectedColumns []telemetrytypes.TelemetryFieldKey
+	}{
+		{
+			name:            "no columns specified",
+			queryParams:     url.Values{},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{},
+		},
+		{
+			name: "single column",
+			queryParams: url.Values{
+				"columns": {"timestamp"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
 			},
 		},
 		{
-			name:    "trace operator alone, zero limit gets default",
-			queries: makeRequest(traceOperatorQuery(0)).CompositeQuery.Queries,
-			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
-				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
+			name: "multiple columns",
+			queryParams: url.Values{
+				"columns": {"timestamp", "message", "level"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
+				{Name: "message"},
+				{Name: "level"},
+			},
+		},
+		{
+			name: "empty column name (should be skipped)",
+			queryParams: url.Values{
+				"columns": {"timestamp", "", "level"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
+				{Name: "level"},
+			},
+		},
+		{
+			name: "whitespace column name (should be skipped)",
+			queryParams: url.Values{
+				"columns": {"timestamp", "   ", "level"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
+				{Name: "level"},
+			},
+		},
+		{
+			name: "valid column name with data type",
+			queryParams: url.Values{
+				"columns": {"timestamp", "attribute.user:string", "level"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
+				{Name: "user", FieldContext: telemetrytypes.FieldContextAttribute, FieldDataType: telemetrytypes.FieldDataTypeString},
+				{Name: "level"},
+			},
+		},
+		{
+			name: "valid column name with dot notation",
+			queryParams: url.Values{
+				"columns": {"timestamp", "attribute.user.string", "level"},
+			},
+			expectedColumns: []telemetrytypes.TelemetryFieldKey{
+				{Name: "timestamp"},
+				{Name: "user.string", FieldContext: telemetrytypes.FieldContextAttribute},
+				{Name: "level"},
 			},
 		},
 	}
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			err := validateAndApplyDefaultExportLimits(tt.queries)
+			columns := getExportQueryColumns(tt.queryParams)
+			assert.Equal(t, len(tt.expectedColumns), len(columns))
+			for i, expectedCol := range tt.expectedColumns {
+				assert.Equal(t, expectedCol, columns[i])
+			}
+		})
+	}
+}
+
+func TestGetExportQueryOrderBy(t *testing.T) {
+	tests := []struct {
+		name          string
+		queryParams   url.Values
+		expectedOrder []qbtypes.OrderBy
+		expectedError bool
+	}{
+		{
+			name:        "no order specified",
+			queryParams: url.Values{},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionDesc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2TimestampColumn,
+						},
+					},
+				},
+				{
+					Direction: qbtypes.OrderDirectionDesc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2IDColumn,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "single order error, direction not specified",
+			queryParams: url.Values{
+				"order_by": {"timestamp"},
+			},
+			expectedOrder: nil,
+			expectedError: true,
+		},
+		{
+			name: "single order no error",
+			queryParams: url.Values{
+				"order_by": {"timestamp:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2TimestampColumn,
+						},
+					},
+				},
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2IDColumn,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "multiple orders",
+			queryParams: url.Values{
+				"order_by": {"timestamp:asc", "body:desc", "id:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2TimestampColumn,
+						},
+					},
+				},
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2IDColumn,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "empty order name (should be skipped)",
+			queryParams: url.Values{
+				"order_by": {"timestamp:asc", "", "id:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2TimestampColumn,
+						},
+					},
+				},
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2IDColumn,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "whitespace order name (should be skipped)",
+			queryParams: url.Values{
+				"order_by": {"timestamp:asc", "   ", "id:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2TimestampColumn,
+						},
+					},
+				},
+				{
+					Direction: qbtypes.OrderDirectionAsc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name: telemetrylogs.LogsV2IDColumn,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "invalid order name (should error out)",
+			queryParams: url.Values{
+				"order_by": {"attributes.user:", "id:asc"},
+			},
+			expectedOrder: nil,
+			expectedError: true,
+		},
+		{
+			name: "valid order name (should be included)",
+			queryParams: url.Values{
+				"order_by": {"attribute.user:string:desc", "id:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionDesc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name:          "user",
+							FieldContext:  telemetrytypes.FieldContextAttribute,
+							FieldDataType: telemetrytypes.FieldDataTypeString,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+		{
+			name: "valid order name (should be included)",
+			queryParams: url.Values{
+				"order_by": {"attribute.user.string:desc", "id:asc"},
+			},
+			expectedOrder: []qbtypes.OrderBy{
+				{
+					Direction: qbtypes.OrderDirectionDesc,
+					Key: qbtypes.OrderByKey{
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+							Name:         "user.string",
+							FieldContext: telemetrytypes.FieldContextAttribute,
+						},
+					},
+				},
+			},
+			expectedError: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			order, err := getExportQueryOrderBy(tt.queryParams)
 			if tt.expectedError {
 				assert.Error(t, err)
 			} else {
 				assert.NoError(t, err)
-				if tt.checkQueries != nil {
-					tt.checkQueries(t, tt.queries)
+				assert.Equal(t, len(tt.expectedOrder), len(order))
+				for i, expectedOrd := range tt.expectedOrder {
+					assert.Equal(t, expectedOrd, order[i])
 				}
 			}
 		})
@@ -169,8 +529,13 @@ func TestConstructCSVHeaderFromQueryResponse(t *testing.T) {
 
 	header := constructCSVHeaderFromQueryResponse(data)
 
-	// Priority columns come first in order, then the rest alphabetically.
-	assert.Equal(t, []string{"timestamp", "id", "level", "message"}, header)
+	// Since map iteration order is not guaranteed, check that all expected keys are present
+	expectedKeys := []string{"timestamp", "message", "level", "id"}
+	assert.Equal(t, len(expectedKeys), len(header))
+
+	for _, key := range expectedKeys {
+		assert.Contains(t, header, key)
+	}
 }
 
 func TestConstructCSVRecordFromQueryResponse(t *testing.T) {

pkg/modules/rawdataexport/implrawdataexport/module.go

@@ -23,18 +23,8 @@ func NewModule(querier querier.Querier) rawdataexport.Module {
 
 func (m *Module) ExportRawData(ctx context.Context, orgID valuer.UUID, rangeRequest *qbtypes.QueryRangeRequest, doneChan chan any) (chan *qbtypes.RawRow, chan error) {
 
-	traceOperatorQueryIndex := rangeRequest.TraceOperatorQueryIndex()
-
-	queries := rangeRequest.CompositeQuery.Queries
-
-	// If the trace operator query is present, mark the queries other than trace operator as disabled
-	if traceOperatorQueryIndex > -1 {
-		for idx := range len(queries) {
-			if idx != traceOperatorQueryIndex {
-				queries[idx].SetDisabled(true)
-			}
-		}
-	}
+	spec := rangeRequest.CompositeQuery.Queries[0].Spec.(qbtypes.QueryBuilderQuery[qbtypes.LogAggregation])
+	rowCountLimit := spec.Limit
 
 	rowChan := make(chan *qbtypes.RawRow, 1)
 	errChan := make(chan error, 1)
@@ -48,62 +38,52 @@ func (m *Module) ExportRawData(ctx context.Context, orgID valuer.UUID, rangeRequ
 		defer close(errChan)
 		defer close(rowChan)
 
-		if traceOperatorQueryIndex > -1 {
-			// If the trace operator query is present, we need to export the data for the trace operator query only
-			exportRawDataForSingleQuery(m.querier, contextWithTimeout, orgID, rangeRequest, rowChan, errChan, doneChan, traceOperatorQueryIndex)
-		} else {
-			// If the trace operator query is not present, we need to export the data for the first query only
-			exportRawDataForSingleQuery(m.querier, contextWithTimeout, orgID, rangeRequest, rowChan, errChan, doneChan, 0)
+		rowCount := 0
+
+		for rowCount < rowCountLimit {
+			spec.Limit = min(ChunkSize, rowCountLimit-rowCount)
+			spec.Offset = rowCount
+
+			rangeRequest.CompositeQuery.Queries[0].Spec = spec
+
+			response, err := m.querier.QueryRange(contextWithTimeout, orgID, rangeRequest)
+			if err != nil {
+				errChan <- err
+				return
+			}
+
+			newRowsCount := 0
+			for _, result := range response.Data.Results {
+				resultData, ok := result.(*qbtypes.RawData)
+				if !ok {
+					errChan <- errors.NewInternalf(errors.CodeInternal, "expected RawData, got %T", result)
+					return
+				}
+
+				newRowsCount += len(resultData.Rows)
+				for _, row := range resultData.Rows {
+					select {
+					case rowChan <- row:
+					case <-doneChan:
+						return
+					case <-ctx.Done():
+						errChan <- ctx.Err()
+						return
+					}
+				}
+
+			}
+
+			// Break if we did not receive any new rows
+			if newRowsCount == 0 {
+				return
+			}
+
+			rowCount += newRowsCount
+
 		}
 	}()
 
 	return rowChan, errChan
 
 }
-
-func exportRawDataForSingleQuery(querier querier.Querier, ctx context.Context, orgID valuer.UUID, rangeRequest *qbtypes.QueryRangeRequest, rowChan chan *qbtypes.RawRow, errChan chan error, doneChan chan any, queryIndex int) {
-
-	queries := rangeRequest.CompositeQuery.Queries
-	rowCountLimit := queries[queryIndex].GetLimit()
-	rowCount := 0
-
-	for rowCount < rowCountLimit {
-		chunkSize := min(ChunkSize, rowCountLimit-rowCount)
-		queries[queryIndex].SetLimit(chunkSize)
-		queries[queryIndex].SetOffset(rowCount)
-
-		response, err := querier.QueryRange(ctx, orgID, rangeRequest)
-		if err != nil {
-			errChan <- err
-			return
-		}
-
-		newRowsCount := 0
-		for _, result := range response.Data.Results {
-			resultData, ok := result.(*qbtypes.RawData)
-			if !ok {
-				errChan <- errors.NewInternalf(errors.CodeInternal, "expected RawData, got %T", result)
-				return
-			}
-
-			newRowsCount += len(resultData.Rows)
-			for _, row := range resultData.Rows {
-				select {
-				case rowChan <- row:
-				case <-doneChan:
-					return
-				case <-ctx.Done():
-					errChan <- ctx.Err()
-					return
-				}
-			}
-		}
-
-		rowCount += newRowsCount
-
-		// Stop if we received fewer rows than requested — no more data available
-		if newRowsCount < chunkSize {
-			return
-		}
-	}
-}

pkg/query-service/app/http_handler.go

@@ -572,6 +572,9 @@ func (aH *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 		aH.LicensingAPI.Activate(rw, req)
 	})).Methods(http.MethodGet)
 
+	// Export
+	router.HandleFunc("/api/v1/export_raw_data", am.ViewAccess(aH.Signoz.Handlers.RawDataExport.ExportRawData)).Methods(http.MethodGet)
+
 	router.HandleFunc("/api/v1/span_percentile", am.ViewAccess(aH.Signoz.Handlers.SpanPercentile.GetSpanPercentileDetails)).Methods(http.MethodPost)
 
 	// Query Filter Analyzer api used to extract metric names and grouping columns from a query

pkg/signoz/openapi.go

@@ -22,7 +22,6 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/preference"
 	"github.com/SigNoz/signoz/pkg/modules/promote"
-	"github.com/SigNoz/signoz/pkg/modules/rawdataexport"
 	"github.com/SigNoz/signoz/pkg/modules/session"
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/querier"
@@ -58,7 +57,6 @@ func NewOpenAPI(ctx context.Context, instrumentation instrumentation.Instrumenta
 		struct{ gateway.Handler }{},
 		struct{ fields.Handler }{},
 		struct{ authz.Handler }{},
-		struct{ rawdataexport.Handler }{},
 		struct{ zeus.Handler }{},
 		struct{ querier.Handler }{},
 	).New(ctx, instrumentation.ToProviderSettings(), apiserver.Config{})

pkg/signoz/provider.go

@@ -253,7 +253,6 @@ func NewAPIServerProviderFactories(orgGetter organization.Getter, authz authz.Au
 			handlers.GatewayHandler,
 			handlers.Fields,
 			handlers.AuthzHandler,
-			handlers.RawDataExport,
 			handlers.ZeusHandler,
 			handlers.QuerierHandler,
 		),

pkg/types/exporttypes/rawdataexport.go

@@ -1,120 +0,0 @@
-package exporttypes
-
-import (
-	"strings"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
-)
-
-// ExportRawDataQueryParams represents the query parameters for the export raw data endpoint
-type ExportRawDataQueryParams struct {
-	ExportRawDataFormatQueryParam
-
-	// Signal specifies the type of data to export: "logs" or "traces"
-	Signal telemetrytypes.Signal `query:"signal" enum:"logs,traces" required:"true"`
-
-	// Source specifies the type of data to export: "logs" or "traces"
-	// Deprecated: Use Signal instead.
-	Source string `query:"source" deprecated:"true"`
-
-	// Start is the start time for the query (Unix timestamp in nanoseconds)
-	Start uint64 `query:"start"`
-
-	// End is the end time for the query (Unix timestamp in nanoseconds)
-	End uint64 `query:"end"`
-
-	// Limit specifies the maximum number of rows to export
-	Limit int `query:"limit,default=10000" default:"10000" minimum:"1" maximum:"50000"`
-
-	// Filter is a filter expression to apply to the query
-	FilterString string         `query:"filter"  deprecated:"true"`
-	Filter       qbtypes.Filter `query:"filterExpression"`
-
-	// Columns specifies the columns to include in the export
-	// Format: ["context.field:type", "context.field", "field"]
-	Columns []string `query:"columns" deprecated:"true"`
-
-	// SelectFields specifies the columns to include in the export
-	SelectFields []telemetrytypes.TelemetryFieldKey `query:"selectFields"`
-
-	// OrderBy specifies the sorting order
-	// Format: "column:direction" or "context.field:type:direction"
-	// Direction can be "asc" or "desc"
-	// ** Deprecated **
-	OrderBy string `query:"order_by" deprecated:"true"`
-
-	// order by keys and directions
-	Order []qbtypes.OrderBy `query:"order"`
-}
-
-type ExportRawDataFormatQueryParam struct {
-	// Format specifies the output format: "csv" or "jsonl"
-	Format string `query:"format,default=csv" default:"csv" enum:"csv,jsonl"`
-}
-
-func (p *ExportRawDataQueryParams) Normalize() {
-	if len(p.Order) == 0 && len(p.OrderBy) > 0 {
-		p.Order = parseExportQueryOrderBy(p.OrderBy)
-	}
-
-	if len(p.SelectFields) == 0 && len(p.Columns) != 0 {
-		p.SelectFields = parseExportQueryColumns(p.Columns)
-
-	}
-
-	if len(p.Filter.Expression) == 0 && len(p.FilterString) > 0 {
-		p.Filter = qbtypes.Filter{Expression: p.FilterString}
-	}
-
-	if p.Signal == telemetrytypes.SignalUnspecified && p.Source != "" {
-		p.Signal = telemetrytypes.Signal{String: valuer.NewString(p.Source)}
-	}
-}
-
-func (p *ExportRawDataQueryParams) Validate() error {
-
-	if p.Signal != telemetrytypes.SignalLogs && p.Signal != telemetrytypes.SignalTraces {
-		return errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid signal %s", p.Signal).WithAdditional("Allowed values: [logs, traces]")
-	}
-
-	return nil
-}
-
-// parseExportQueryColumns converts bound column strings to TelemetryFieldKey structs.
-// Each column should be in the format "context.field:type" or "context.field" or "field"
-func parseExportQueryColumns(columnParams []string) []telemetrytypes.TelemetryFieldKey {
-	columns := make([]telemetrytypes.TelemetryFieldKey, 0, len(columnParams))
-	for _, columnStr := range columnParams {
-		columnStr = strings.TrimSpace(columnStr)
-		if columnStr == "" {
-			continue
-		}
-		columns = append(columns, telemetrytypes.GetFieldKeyFromKeyText(columnStr))
-	}
-	return columns
-}
-
-// parseExportQueryOrderBy converts a bound order_by string to an OrderBy slice.
-// The string should be in the format "column:direction" and is assumed already validated.
-func parseExportQueryOrderBy(orderByParam string) []qbtypes.OrderBy {
-	orderByParam = strings.TrimSpace(orderByParam)
-	if orderByParam == "" {
-		return []qbtypes.OrderBy{}
-	}
-
-	parts := strings.Split(orderByParam, ":")
-	column := strings.Join(parts[:len(parts)-1], ":")
-	direction := parts[len(parts)-1]
-
-	return []qbtypes.OrderBy{
-		{
-			Key: qbtypes.OrderByKey{
-				TelemetryFieldKey: telemetrytypes.GetFieldKeyFromKeyText(column),
-			},
-			Direction: qbtypes.OrderDirectionMap[direction],
-		},
-	}
-}

pkg/types/exporttypes/rawdataexport_test.go

@@ -1,174 +0,0 @@
-package exporttypes
-
-import (
-	"testing"
-
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/stretchr/testify/assert"
-)
-
-func TestParseExportQueryColumns(t *testing.T) {
-	tests := []struct {
-		name            string
-		input           []string
-		expectedColumns []telemetrytypes.TelemetryFieldKey
-	}{
-		{
-			name:            "empty input",
-			input:           []string{},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{},
-		},
-		{
-			name:  "single column",
-			input: []string{"timestamp"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "timestamp"},
-			},
-		},
-		{
-			name:  "multiple columns",
-			input: []string{"timestamp", "message", "level"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "timestamp"},
-				{Name: "message"},
-				{Name: "level"},
-			},
-		},
-		{
-			name:  "empty entry is skipped",
-			input: []string{"timestamp", "", "level"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "timestamp"},
-				{Name: "level"},
-			},
-		},
-		{
-			name:  "whitespace-only entry is skipped",
-			input: []string{"timestamp", "   ", "level"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "timestamp"},
-				{Name: "level"},
-			},
-		},
-		{
-			name:  "column with context and type",
-			input: []string{"attribute.user:string"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "user", FieldContext: telemetrytypes.FieldContextAttribute, FieldDataType: telemetrytypes.FieldDataTypeString},
-			},
-		},
-		{
-			name:  "column with context, dot-notation name",
-			input: []string{"attribute.user.string"},
-			expectedColumns: []telemetrytypes.TelemetryFieldKey{
-				{Name: "user.string", FieldContext: telemetrytypes.FieldContextAttribute},
-			},
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			columns := parseExportQueryColumns(tt.input)
-			assert.Equal(t, len(tt.expectedColumns), len(columns))
-			for i, expected := range tt.expectedColumns {
-				assert.Equal(t, expected, columns[i])
-			}
-		})
-	}
-}
-
-func TestParseExportQueryOrderBy(t *testing.T) {
-	tests := []struct {
-		name          string
-		input         string
-		expectedOrder []qbtypes.OrderBy
-	}{
-		{
-			name:          "empty string returns empty slice",
-			input:         "",
-			expectedOrder: []qbtypes.OrderBy{},
-		},
-		{
-			name:  "simple column asc",
-			input: "timestamp:asc",
-			expectedOrder: []qbtypes.OrderBy{
-				{
-					Direction: qbtypes.OrderDirectionAsc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "timestamp"},
-					},
-				},
-			},
-		},
-		{
-			name:  "simple column desc",
-			input: "timestamp:desc",
-			expectedOrder: []qbtypes.OrderBy{
-				{
-					Direction: qbtypes.OrderDirectionDesc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "timestamp"},
-					},
-				},
-			},
-		},
-		{
-			name:  "column with context and type qualifier",
-			input: "attribute.user:string:desc",
-			expectedOrder: []qbtypes.OrderBy{
-				{
-					Direction: qbtypes.OrderDirectionDesc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name:          "user",
-							FieldContext:  telemetrytypes.FieldContextAttribute,
-							FieldDataType: telemetrytypes.FieldDataTypeString,
-						},
-					},
-				},
-			},
-		},
-		{
-			name:  "column with context, dot-notation name",
-			input: "attribute.user.string:desc",
-			expectedOrder: []qbtypes.OrderBy{
-				{
-					Direction: qbtypes.OrderDirectionDesc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name:         "user.string",
-							FieldContext: telemetrytypes.FieldContextAttribute,
-						},
-					},
-				},
-			},
-		},
-		{
-			name:  "resource with context and type",
-			input: "resource.service.name:string:asc",
-			expectedOrder: []qbtypes.OrderBy{
-				{
-					Direction: qbtypes.OrderDirectionAsc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name:          "service.name",
-							FieldContext:  telemetrytypes.FieldContextResource,
-							FieldDataType: telemetrytypes.FieldDataTypeString,
-						},
-					},
-				},
-			},
-		},
-	}
-
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			order := parseExportQueryOrderBy(tt.input)
-			assert.Equal(t, len(tt.expectedOrder), len(order))
-			for i, expected := range tt.expectedOrder {
-				assert.Equal(t, expected, order[i])
-			}
-		})
-	}
-}

pkg/types/querybuildertypes/querybuildertypesv5/req.go

@@ -393,59 +393,6 @@ func (r *QueryRangeRequest) HasOrderSpecified() bool {
 	return false
 }
 
-// UseDefaultOrderBy applies a default order unless query has an explicit order provided.
-func (r *QueryRangeRequest) UseDefaultOrderBy() {
-	queries := r.CompositeQuery.Queries
-	for idx := range queries {
-		switch queries[idx].Spec.(type) {
-		case QueryBuilderQuery[TraceAggregation],
-			QueryBuilderTraceOperator:
-			if len(queries[idx].GetOrder()) == 0 {
-				queries[idx].SetOrder(
-					[]OrderBy{
-						{
-							Key: OrderByKey{
-								TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-									Name:          "timestamp",
-									Signal:        telemetrytypes.SignalTraces,
-									FieldContext:  telemetrytypes.FieldContextSpan,
-									FieldDataType: telemetrytypes.FieldDataTypeNumber,
-								},
-							},
-							Direction: OrderDirectionDesc,
-						},
-					},
-				)
-			}
-		case QueryBuilderQuery[LogAggregation]:
-			if len(queries[idx].GetOrder()) == 0 {
-				queries[idx].SetOrder(
-					[]OrderBy{
-						{
-							Key: OrderByKey{
-								TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "timestamp",
-									Signal:        telemetrytypes.SignalLogs,
-									FieldContext:  telemetrytypes.FieldContextLog,
-									FieldDataType: telemetrytypes.FieldDataTypeNumber},
-							},
-							Direction: OrderDirectionDesc,
-						},
-						{
-							Key: OrderByKey{
-								TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "id",
-									Signal:        telemetrytypes.SignalLogs,
-									FieldContext:  telemetrytypes.FieldContextLog,
-									FieldDataType: telemetrytypes.FieldDataTypeString},
-							},
-							Direction: OrderDirectionDesc,
-						},
-					},
-				)
-			}
-		}
-	}
-}
-
 func (r *QueryRangeRequest) FuncsForQuery(name string) []Function {
 	funcs := []Function{}
 	for _, query := range r.CompositeQuery.Queries {
@@ -490,16 +437,6 @@ func (r *QueryRangeRequest) IsAnomalyRequest() (*QueryBuilderQuery[MetricAggrega
 	return &q, hasAnomaly
 }
 
-func (r *QueryRangeRequest) TraceOperatorQueryIndex() int {
-	for idx, query := range r.CompositeQuery.Queries {
-		switch query.Spec.(type) {
-		case TraceOperatorType:
-			return idx
-		}
-	}
-	return -1
-}
-
 // We do not support fill gaps for these queries. Maybe support in future?
 func (r *QueryRangeRequest) SkipFillGaps(name string) bool {
 	for _, query := range r.CompositeQuery.Queries {

pkg/types/querybuildertypes/querybuildertypesv5/req_getters.go

@@ -1,379 +0,0 @@
-package querybuildertypesv5
-
-import "github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-
-// GetExpression returns the expression string.
-func (q *QueryEnvelope) GetExpression() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Expression
-	case QueryBuilderFormula:
-		return spec.Expression
-	}
-	return ""
-}
-
-// GetReturnSpansFrom returns the return-spans-from value.
-func (q *QueryEnvelope) GetReturnSpansFrom() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.ReturnSpansFrom
-	}
-	return ""
-}
-
-// GetSignal returns the signal.
-func (q *QueryEnvelope) GetSignal() telemetrytypes.Signal {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Signal
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Signal
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Signal
-	}
-	return telemetrytypes.SignalUnspecified
-}
-
-// GetSource returns the source.
-func (q *QueryEnvelope) GetSource() telemetrytypes.Source {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Source
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Source
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Source
-	}
-	return telemetrytypes.SourceUnspecified
-}
-
-// GetQuery returns the raw query string.
-func (q *QueryEnvelope) GetQuery() string {
-	switch spec := q.Spec.(type) {
-	case PromQuery:
-		return spec.Query
-	case ClickHouseQuery:
-		return spec.Query
-	}
-	return ""
-}
-
-// GetStats returns the PromQL stats flag.
-func (q *QueryEnvelope) GetStats() bool {
-	switch spec := q.Spec.(type) {
-	case PromQuery:
-		return spec.Stats
-	}
-	return false
-}
-
-// GetLeft returns the left query reference of a join.
-func (q *QueryEnvelope) GetLeft() QueryRef {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		return spec.Left
-	}
-	return QueryRef{}
-}
-
-// GetRight returns the right query reference of a join.
-func (q *QueryEnvelope) GetRight() QueryRef {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		return spec.Right
-	}
-	return QueryRef{}
-}
-
-// GetJoinType returns the join type.
-func (q *QueryEnvelope) GetJoinType() JoinType {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		return spec.Type
-	}
-	return JoinType{}
-}
-
-// GetOn returns the join ON condition.
-func (q *QueryEnvelope) GetOn() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		return spec.On
-	}
-	return ""
-}
-
-// GetQueryName returns the name of the spec.
-func (q *QueryEnvelope) GetQueryName() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Name
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Name
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Name
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Name
-	case QueryBuilderFormula:
-		return spec.Name
-	case QueryBuilderJoin:
-		return spec.Name
-	case PromQuery:
-		return spec.Name
-	case ClickHouseQuery:
-		return spec.Name
-	}
-	return ""
-}
-
-// IsDisabled returns whether the spec is disabled.
-func (q *QueryEnvelope) IsDisabled() bool {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Disabled
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Disabled
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Disabled
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Disabled
-	case QueryBuilderFormula:
-		return spec.Disabled
-	case QueryBuilderJoin:
-		return spec.Disabled
-	case PromQuery:
-		return spec.Disabled
-	case ClickHouseQuery:
-		return spec.Disabled
-	}
-	return false
-}
-
-// GetLimit returns the row limit.
-func (q *QueryEnvelope) GetLimit() int {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Limit
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Limit
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Limit
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Limit
-	case QueryBuilderFormula:
-		return spec.Limit
-	case QueryBuilderJoin:
-		return spec.Limit
-	}
-	return 0
-}
-
-// GetOffset returns the row offset.
-func (q *QueryEnvelope) GetOffset() int {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Offset
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Offset
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Offset
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Offset
-	}
-	return 0
-}
-
-// GetType returns the QueryType of the envelope.
-func (q *QueryEnvelope) GetType() QueryType {
-	return q.Type
-}
-
-// GetOrder returns the order-by clauses.
-func (q *QueryEnvelope) GetOrder() []OrderBy {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Order
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Order
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Order
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Order
-	case QueryBuilderFormula:
-		return spec.Order
-	case QueryBuilderJoin:
-		return spec.Order
-	}
-	return nil
-}
-
-// GetGroupBy returns the group-by keys.
-func (q *QueryEnvelope) GetGroupBy() []GroupByKey {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.GroupBy
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.GroupBy
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.GroupBy
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.GroupBy
-	case QueryBuilderJoin:
-		return spec.GroupBy
-	}
-	return nil
-}
-
-// GetFilter returns the filter.
-func (q *QueryEnvelope) GetFilter() *Filter {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Filter
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Filter
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Filter
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Filter
-	case QueryBuilderJoin:
-		return spec.Filter
-	}
-	return nil
-}
-
-// GetHaving returns the having clause.
-func (q *QueryEnvelope) GetHaving() *Having {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Having
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Having
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Having
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Having
-	case QueryBuilderFormula:
-		return spec.Having
-	case QueryBuilderJoin:
-		return spec.Having
-	}
-	return nil
-}
-
-// GetFunctions returns the post-processing functions.
-func (q *QueryEnvelope) GetFunctions() []Function {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Functions
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Functions
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Functions
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Functions
-	case QueryBuilderFormula:
-		return spec.Functions
-	case QueryBuilderJoin:
-		return spec.Functions
-	}
-	return nil
-}
-
-// GetSelectFields returns the selected fields.
-func (q *QueryEnvelope) GetSelectFields() []telemetrytypes.TelemetryFieldKey {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.SelectFields
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.SelectFields
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.SelectFields
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.SelectFields
-	case QueryBuilderJoin:
-		return spec.SelectFields
-	}
-	return nil
-}
-
-// GetLegend returns the legend label.
-func (q *QueryEnvelope) GetLegend() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Legend
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Legend
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Legend
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Legend
-	case QueryBuilderFormula:
-		return spec.Legend
-	case PromQuery:
-		return spec.Legend
-	case ClickHouseQuery:
-		return spec.Legend
-	}
-	return ""
-}
-
-// GetCursor returns the pagination cursor.
-func (q *QueryEnvelope) GetCursor() string {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.Cursor
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.Cursor
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.Cursor
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.Cursor
-	}
-	return ""
-}
-
-// GetStepInterval returns the step interval.
-func (q *QueryEnvelope) GetStepInterval() Step {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		return spec.StepInterval
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.StepInterval
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.StepInterval
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.StepInterval
-	case PromQuery:
-		return spec.Step
-	}
-	return Step{}
-}
-
-// GetSecondaryAggregations returns the secondary aggregations.
-func (q *QueryEnvelope) GetSecondaryAggregations() []SecondaryAggregation {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.SecondaryAggregations
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.SecondaryAggregations
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.SecondaryAggregations
-	case QueryBuilderJoin:
-		return spec.SecondaryAggregations
-	}
-	return nil
-}
-
-// GetLimitBy returns the limit-by configuration.
-func (q *QueryEnvelope) GetLimitBy() *LimitBy {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		return spec.LimitBy
-	case QueryBuilderQuery[LogAggregation]:
-		return spec.LimitBy
-	case QueryBuilderQuery[MetricAggregation]:
-		return spec.LimitBy
-	}
-	return nil
-}

pkg/types/querybuildertypes/querybuildertypesv5/req_setters.go

@@ -1,452 +0,0 @@
-package querybuildertypesv5
-
-import "github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-
-// SetExpression sets the expression string of the spec, if applicable.
-func (q *QueryEnvelope) SetExpression(expression string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Expression = expression
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Expression = expression
-		q.Spec = spec
-	}
-}
-
-// SetReturnSpansFrom sets the return-spans-from value, if applicable.
-func (q *QueryEnvelope) SetReturnSpansFrom(returnSpansFrom string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.ReturnSpansFrom = returnSpansFrom
-		q.Spec = spec
-	}
-}
-
-// SetSignal sets the signal of the spec, if applicable.
-func (q *QueryEnvelope) SetSignal(signal telemetrytypes.Signal) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Signal = signal
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Signal = signal
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Signal = signal
-		q.Spec = spec
-	}
-}
-
-// SetSource sets the source of the spec, if applicable.
-func (q *QueryEnvelope) SetSource(source telemetrytypes.Source) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Source = source
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Source = source
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Source = source
-		q.Spec = spec
-	}
-}
-
-// SetQuery sets the raw query string of the spec, if applicable.
-func (q *QueryEnvelope) SetQuery(query string) {
-	switch spec := q.Spec.(type) {
-	case PromQuery:
-		spec.Query = query
-		q.Spec = spec
-	case ClickHouseQuery:
-		spec.Query = query
-		q.Spec = spec
-	}
-}
-
-// SetStats sets the PromQL stats flag, if applicable.
-func (q *QueryEnvelope) SetStats(stats bool) {
-	switch spec := q.Spec.(type) {
-	case PromQuery:
-		spec.Stats = stats
-		q.Spec = spec
-	}
-}
-
-// SetLeft sets the left query reference of a join, if applicable.
-func (q *QueryEnvelope) SetLeft(left QueryRef) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		spec.Left = left
-		q.Spec = spec
-	}
-}
-
-// SetRight sets the right query reference of a join, if applicable.
-func (q *QueryEnvelope) SetRight(right QueryRef) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		spec.Right = right
-		q.Spec = spec
-	}
-}
-
-// SetJoinType sets the join type, if applicable.
-func (q *QueryEnvelope) SetJoinType(joinType JoinType) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		spec.Type = joinType
-		q.Spec = spec
-	}
-}
-
-// SetOn sets the join ON condition, if applicable.
-func (q *QueryEnvelope) SetOn(on string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderJoin:
-		spec.On = on
-		q.Spec = spec
-	}
-}
-
-// SetQueryName sets the name of the spec, if applicable.
-func (q *QueryEnvelope) SetQueryName(name string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Name = name
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Name = name
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Name = name
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Name = name
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Name = name
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Name = name
-		q.Spec = spec
-	case PromQuery:
-		spec.Name = name
-		q.Spec = spec
-	case ClickHouseQuery:
-		spec.Name = name
-		q.Spec = spec
-	}
-}
-
-// SetDisabled sets the disabled flag of the spec, if applicable.
-func (q *QueryEnvelope) SetDisabled(disabled bool) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case PromQuery:
-		spec.Disabled = disabled
-		q.Spec = spec
-	case ClickHouseQuery:
-		spec.Disabled = disabled
-		q.Spec = spec
-	}
-}
-
-// SetLimit sets the row limit of the spec, if applicable.
-func (q *QueryEnvelope) SetLimit(limit int) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Limit = limit
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Limit = limit
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Limit = limit
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Limit = limit
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Limit = limit
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Limit = limit
-		q.Spec = spec
-	}
-}
-
-// SetOffset sets the row offset of the spec, if applicable.
-func (q *QueryEnvelope) SetOffset(offset int) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Offset = offset
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Offset = offset
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Offset = offset
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Offset = offset
-		q.Spec = spec
-	}
-}
-
-// SetType sets the QueryType of the envelope.
-func (q *QueryEnvelope) SetType(t QueryType) {
-	q.Type = t
-}
-
-// SetOrder sets the order-by clauses of the spec, if applicable.
-func (q *QueryEnvelope) SetOrder(order []OrderBy) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Order = order
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Order = order
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Order = order
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Order = order
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Order = order
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Order = order
-		q.Spec = spec
-	}
-}
-
-// SetGroupBy sets the group-by keys of the spec, if applicable.
-func (q *QueryEnvelope) SetGroupBy(groupBy []GroupByKey) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.GroupBy = groupBy
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.GroupBy = groupBy
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.GroupBy = groupBy
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.GroupBy = groupBy
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.GroupBy = groupBy
-		q.Spec = spec
-	}
-}
-
-// SetFilter sets the filter of the spec, if applicable.
-func (q *QueryEnvelope) SetFilter(filter *Filter) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Filter = filter
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Filter = filter
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Filter = filter
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Filter = filter
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Filter = filter
-		q.Spec = spec
-	}
-}
-
-// SetHaving sets the having clause of the spec, if applicable.
-func (q *QueryEnvelope) SetHaving(having *Having) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Having = having
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Having = having
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Having = having
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Having = having
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Having = having
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Having = having
-		q.Spec = spec
-	}
-}
-
-// SetFunctions sets the post-processing functions of the spec, if applicable.
-func (q *QueryEnvelope) SetFunctions(functions []Function) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Functions = functions
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Functions = functions
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Functions = functions
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Functions = functions
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Functions = functions
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.Functions = functions
-		q.Spec = spec
-	}
-}
-
-// SetSelectFields sets the selected fields of the spec, if applicable.
-func (q *QueryEnvelope) SetSelectFields(fields []telemetrytypes.TelemetryFieldKey) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.SelectFields = fields
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.SelectFields = fields
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.SelectFields = fields
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.SelectFields = fields
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.SelectFields = fields
-		q.Spec = spec
-	}
-}
-
-// SetLegend sets the legend label of the spec, if applicable.
-func (q *QueryEnvelope) SetLegend(legend string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Legend = legend
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Legend = legend
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Legend = legend
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Legend = legend
-		q.Spec = spec
-	case QueryBuilderFormula:
-		spec.Legend = legend
-		q.Spec = spec
-	case PromQuery:
-		spec.Legend = legend
-		q.Spec = spec
-	case ClickHouseQuery:
-		spec.Legend = legend
-		q.Spec = spec
-	}
-}
-
-// SetCursor sets the pagination cursor of the spec, if applicable.
-func (q *QueryEnvelope) SetCursor(cursor string) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.Cursor = cursor
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.Cursor = cursor
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.Cursor = cursor
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.Cursor = cursor
-		q.Spec = spec
-	}
-}
-
-// SetStepInterval sets the step interval of the spec, if applicable.
-func (q *QueryEnvelope) SetStepInterval(step Step) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderTraceOperator:
-		spec.StepInterval = step
-		q.Spec = spec
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.StepInterval = step
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.StepInterval = step
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.StepInterval = step
-		q.Spec = spec
-	case PromQuery:
-		spec.Step = step
-		q.Spec = spec
-	}
-}
-
-// SetSecondaryAggregations sets the secondary aggregations of the spec, if applicable.
-func (q *QueryEnvelope) SetSecondaryAggregations(secondaryAggregations []SecondaryAggregation) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.SecondaryAggregations = secondaryAggregations
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.SecondaryAggregations = secondaryAggregations
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.SecondaryAggregations = secondaryAggregations
-		q.Spec = spec
-	case QueryBuilderJoin:
-		spec.SecondaryAggregations = secondaryAggregations
-		q.Spec = spec
-	}
-}
-
-// SetLimitBy sets the limit-by configuration of the spec, if applicable.
-func (q *QueryEnvelope) SetLimitBy(limitBy *LimitBy) {
-	switch spec := q.Spec.(type) {
-	case QueryBuilderQuery[TraceAggregation]:
-		spec.LimitBy = limitBy
-		q.Spec = spec
-	case QueryBuilderQuery[LogAggregation]:
-		spec.LimitBy = limitBy
-		q.Spec = spec
-	case QueryBuilderQuery[MetricAggregation]:
-		spec.LimitBy = limitBy
-		q.Spec = spec
-	}
-}

pkg/types/querybuildertypes/querybuildertypesv5/validation.go

@@ -10,9 +10,55 @@ import (
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
+// queryName returns the name from any query envelope spec type.
+func (e QueryEnvelope) queryName() string {
+	switch spec := e.Spec.(type) {
+	case QueryBuilderQuery[TraceAggregation]:
+		return spec.Name
+	case QueryBuilderQuery[LogAggregation]:
+		return spec.Name
+	case QueryBuilderQuery[MetricAggregation]:
+		return spec.Name
+	case QueryBuilderFormula:
+		return spec.Name
+	case QueryBuilderTraceOperator:
+		return spec.Name
+	case QueryBuilderJoin:
+		return spec.Name
+	case PromQuery:
+		return spec.Name
+	case ClickHouseQuery:
+		return spec.Name
+	}
+	return ""
+}
+
+// isDisabled returns the disabled status from any query envelope spec type.
+func (e QueryEnvelope) isDisabled() bool {
+	switch spec := e.Spec.(type) {
+	case QueryBuilderQuery[TraceAggregation]:
+		return spec.Disabled
+	case QueryBuilderQuery[LogAggregation]:
+		return spec.Disabled
+	case QueryBuilderQuery[MetricAggregation]:
+		return spec.Disabled
+	case QueryBuilderFormula:
+		return spec.Disabled
+	case QueryBuilderTraceOperator:
+		return spec.Disabled
+	case QueryBuilderJoin:
+		return spec.Disabled
+	case PromQuery:
+		return spec.Disabled
+	case ClickHouseQuery:
+		return spec.Disabled
+	}
+	return false
+}
+
 // getQueryIdentifier returns a friendly identifier for a query based on its type and name/content
 func getQueryIdentifier(envelope QueryEnvelope, index int) string {
-	name := envelope.GetQueryName()
+	name := envelope.queryName()
 
 	var typeLabel string
 	switch envelope.Type {
@@ -43,115 +89,50 @@ const (
 	MaxQueryLimit = 10000
 )
 
-// ValidationOption is a functional option for configuring validation behaviour.
-type ValidationOption func(*validationConfig)
-
-type validationConfig struct {
-	skipLimitValidation       bool
-	skipAggregationValidation bool
-	skipHavingValidation      bool
-	skipAggregationOrderBy    bool
-	skipSelectFieldValidation bool
-	skipGroupByValidation     bool
-}
-
-func applyValidationOptions(opts []ValidationOption) validationConfig {
-	cfg := validationConfig{}
-	for _, opt := range opts {
-		opt(&cfg)
-	}
-	return cfg
-}
-
-// SkipLimitValidation returns a ValidationOption that skips the limit range check.
-// Use this when the caller has already validated limits with different constraints.
-func WithSkipLimitValidation() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipLimitValidation = true
-	}
-}
-
-// SkipAggregationValidation skips aggregation validation.
-// Used for raw/trace request types where aggregations are not required.
-func WithSkipAggregationValidation() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipAggregationValidation = true
-	}
-}
-
-// SkipHavingValidation skips having-clause validation.
-// Used for raw/trace request types where having clauses do not apply.
-func WithSkipHavingValidation() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipHavingValidation = true
-	}
-}
-
-// SkipAggregationOrderBy skips the aggregation-specific order-by key validation.
-// Used for raw/trace request types where order-by keys are not restricted to group-by or aggregation keys.
-func WithSkipAggregationOrderBy() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipAggregationOrderBy = true
-	}
-}
-
-// SkipSelectFieldValidation skips select-field validation.
-// Used for aggregation request types where select fields do not apply.
-func WithSkipSelectFieldValidation() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipSelectFieldValidation = true
-	}
-}
-
-// SkipGroupByValidation skips group-by validation.
-// Used for raw/trace request types where group-by does not apply.
-func WithSkipGroupByValidation() ValidationOption {
-	return func(cfg *validationConfig) {
-		cfg.skipGroupByValidation = true
-	}
-}
-
-// Validate performs preliminary validation on QueryBuilderQuery.
-func (q *QueryBuilderQuery[T]) Validate(opts ...ValidationOption) error {
-	cfg := applyValidationOptions(opts)
-
+// Validate performs preliminary validation on QueryBuilderQuery
+func (q *QueryBuilderQuery[T]) Validate(requestType RequestType) error {
+	// Validate signal
 	if err := q.validateSignal(); err != nil {
 		return err
 	}
 
-	if err := q.validateAggregations(cfg); err != nil {
+	if err := q.validateAggregations(requestType); err != nil {
 		return err
 	}
 
-	if err := q.validateGroupBy(cfg); err != nil {
+	if err := q.validateGroupBy(requestType); err != nil {
 		return err
 	}
 
-	if err := q.validateLimitAndPagination(cfg); err != nil {
+	// Validate limit and pagination
+	if err := q.validateLimitAndPagination(); err != nil {
 		return err
 	}
 
+	// Validate functions
 	if err := q.validateFunctions(); err != nil {
 		return err
 	}
 
+	// Validate secondary aggregations
 	if err := q.validateSecondaryAggregations(); err != nil {
 		return err
 	}
 
-	if err := q.validateOrderBy(cfg); err != nil {
+	if err := q.validateOrderBy(requestType); err != nil {
 		return err
 	}
 
-	if err := q.validateSelectFields(cfg); err != nil {
+	if err := q.validateSelectFields(requestType); err != nil {
 		return err
 	}
 
 	return nil
 }
 
-func (q *QueryBuilderQuery[T]) validateSelectFields(cfg validationConfig) error {
-	if cfg.skipSelectFieldValidation {
+func (q *QueryBuilderQuery[T]) validateSelectFields(requestType RequestType) error {
+	// selectFields don't apply to aggregation queries, skip validation
+	if requestType.IsAggregation() {
 		return nil
 	}
 
@@ -167,8 +148,9 @@ func (q *QueryBuilderQuery[T]) validateSelectFields(cfg validationConfig) error
 	return nil
 }
 
-func (q *QueryBuilderQuery[T]) validateGroupBy(cfg validationConfig) error {
-	if cfg.skipGroupByValidation {
+func (q *QueryBuilderQuery[T]) validateGroupBy(requestType RequestType) error {
+	// groupBy doesn't apply to non-aggregation queries, skip validation
+	if !requestType.IsAggregation() {
 		return nil
 	}
 	for idx, item := range q.GroupBy {
@@ -201,8 +183,9 @@ func (q *QueryBuilderQuery[T]) validateSignal() error {
 	}
 }
 
-func (q *QueryBuilderQuery[T]) validateAggregations(cfg validationConfig) error {
-	if cfg.skipAggregationValidation {
+func (q *QueryBuilderQuery[T]) validateAggregations(requestType RequestType) error {
+	// aggregations don't apply to non-aggregation queries, skip validation
+	if !requestType.IsAggregation() {
 		return nil
 	}
 
@@ -282,25 +265,24 @@ func (q *QueryBuilderQuery[T]) validateAggregations(cfg validationConfig) error
 	return nil
 }
 
-func (q *QueryBuilderQuery[T]) validateLimitAndPagination(cfg validationConfig) error {
-	if !cfg.skipLimitValidation {
-		if q.Limit < 0 {
-			return errors.NewInvalidInputf(
-				errors.CodeInvalidInput,
-				"limit must be non-negative, got %d",
-				q.Limit,
-			)
-		}
+func (q *QueryBuilderQuery[T]) validateLimitAndPagination() error {
+	// Validate limit
+	if q.Limit < 0 {
+		return errors.NewInvalidInputf(
+			errors.CodeInvalidInput,
+			"limit must be non-negative, got %d",
+			q.Limit,
+		)
+	}
 
-		if q.Limit > MaxQueryLimit {
-			return errors.NewInvalidInputf(
-				errors.CodeInvalidInput,
-				"limit exceeds maximum allowed value of %d",
-				MaxQueryLimit,
-			).WithAdditional(
-				fmt.Sprintf("Provided limit: %d", q.Limit),
-			)
-		}
+	if q.Limit > MaxQueryLimit {
+		return errors.NewInvalidInputf(
+			errors.CodeInvalidInput,
+			"limit exceeds maximum allowed value of %d",
+			MaxQueryLimit,
+		).WithAdditional(
+			fmt.Sprintf("Provided limit: %d", q.Limit),
+		)
 	}
 
 	// Validate offset
@@ -347,7 +329,7 @@ func (q *QueryBuilderQuery[T]) validateSecondaryAggregations() error {
 	return nil
 }
 
-func (q *QueryBuilderQuery[T]) validateOrderBy(cfg validationConfig) error {
+func (q *QueryBuilderQuery[T]) validateOrderBy(requestType RequestType) error {
 	for i, order := range q.Order {
 		// Direction validation is handled by the OrderDirection type
 		if order.Direction != OrderDirectionAsc && order.Direction != OrderDirectionDesc {
@@ -366,7 +348,8 @@ func (q *QueryBuilderQuery[T]) validateOrderBy(cfg validationConfig) error {
 		}
 	}
 
-	if !cfg.skipAggregationOrderBy {
+	// aggregation-specific order key validation only applies to aggregation queries
+	if requestType.IsAggregation() {
 		return q.validateOrderByForAggregation()
 	}
 
@@ -448,8 +431,8 @@ func (q *QueryBuilderQuery[T]) validateOrderByForAggregation() error {
 	return nil
 }
 
-// Validate validates the entire query range request.
-func (r *QueryRangeRequest) Validate(opts ...ValidationOption) error {
+// ValidateQueryRangeRequest validates the entire query range request
+func (r *QueryRangeRequest) Validate() error {
 	// Validate time range
 	if r.RequestType != RequestTypeRawStream && r.Start >= r.End {
 		return errors.NewInvalidInputf(
@@ -460,10 +443,8 @@ func (r *QueryRangeRequest) Validate(opts ...ValidationOption) error {
 
 	// Validate request type
 	switch r.RequestType {
-	case RequestTypeRaw, RequestTypeRawStream, RequestTypeTrace:
-		opts = append(opts, getValidationOptions(false)...)
-	case RequestTypeTimeSeries, RequestTypeScalar:
-		opts = append(opts, getValidationOptions(true)...)
+	case RequestTypeRaw, RequestTypeRawStream, RequestTypeTimeSeries, RequestTypeScalar, RequestTypeTrace:
+		// Valid request types
 	default:
 		return errors.NewInvalidInputf(
 			errors.CodeInvalidInput,
@@ -475,7 +456,7 @@ func (r *QueryRangeRequest) Validate(opts ...ValidationOption) error {
 	}
 
 	// Validate composite query
-	if err := r.CompositeQuery.Validate(opts...); err != nil {
+	if err := r.validateCompositeQuery(); err != nil {
 		return err
 	}
 
@@ -490,7 +471,7 @@ func (r *QueryRangeRequest) Validate(opts ...ValidationOption) error {
 // validateAllQueriesNotDisabled validates that at least one query in the composite query is enabled
 func (r *QueryRangeRequest) validateAllQueriesNotDisabled() error {
 	for _, envelope := range r.CompositeQuery.Queries {
-		if !envelope.IsDisabled() {
+		if !envelope.isDisabled() {
 			return nil
 		}
 	}
@@ -501,8 +482,12 @@ func (r *QueryRangeRequest) validateAllQueriesNotDisabled() error {
 	)
 }
 
+func (r *QueryRangeRequest) validateCompositeQuery() error {
+	return r.CompositeQuery.Validate(r.RequestType)
+}
+
 // Validate performs validation on CompositeQuery
-func (c *CompositeQuery) Validate(opts ...ValidationOption) error {
+func (c *CompositeQuery) Validate(requestType RequestType) error {
 	if len(c.Queries) == 0 {
 		return errors.NewInvalidInputf(
 			errors.CodeInvalidInput,
@@ -514,14 +499,14 @@ func (c *CompositeQuery) Validate(opts ...ValidationOption) error {
 	queryNames := make(map[string]bool)
 
 	for i, envelope := range c.Queries {
-		if err := validateQueryEnvelope(envelope, opts...); err != nil {
+		if err := validateQueryEnvelope(envelope, requestType); err != nil {
 			queryId := getQueryIdentifier(envelope, i)
 			return wrapValidationError(err, queryId, "invalid %s: %s")
 		}
 
 		// Check name uniqueness for builder queries
 		if envelope.Type == QueryTypeBuilder || envelope.Type == QueryTypeSubQuery {
-			name := envelope.GetQueryName()
+			name := envelope.queryName()
 			if name != "" {
 				if queryNames[name] {
 					return errors.NewInvalidInputf(
@@ -538,16 +523,16 @@ func (c *CompositeQuery) Validate(opts ...ValidationOption) error {
 	return nil
 }
 
-func validateQueryEnvelope(envelope QueryEnvelope, opts ...ValidationOption) error {
+func validateQueryEnvelope(envelope QueryEnvelope, requestType RequestType) error {
 	switch envelope.Type {
 	case QueryTypeBuilder, QueryTypeSubQuery:
 		switch spec := envelope.Spec.(type) {
 		case QueryBuilderQuery[TraceAggregation]:
-			return spec.Validate(opts...)
+			return spec.Validate(requestType)
 		case QueryBuilderQuery[LogAggregation]:
-			return spec.Validate(opts...)
+			return spec.Validate(requestType)
 		case QueryBuilderQuery[MetricAggregation]:
-			return spec.Validate(opts...)
+			return spec.Validate(requestType)
 		default:
 			return errors.NewInvalidInputf(
 				errors.CodeInvalidInput,
@@ -633,11 +618,3 @@ func validateQueryEnvelope(envelope QueryEnvelope, opts ...ValidationOption) err
 		)
 	}
 }
-
-func getValidationOptions(isAggregationQuery bool) []ValidationOption {
-	if isAggregationQuery {
-		return []ValidationOption{WithSkipSelectFieldValidation()}
-	}
-	return []ValidationOption{WithSkipAggregationValidation(), WithSkipHavingValidation(), WithSkipAggregationOrderBy(), WithSkipGroupByValidation()}
-
-}

pkg/types/querybuildertypes/querybuildertypesv5/validation_test.go

@@ -743,7 +743,7 @@ func TestValidateQueryEnvelope(t *testing.T) {
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			err := validateQueryEnvelope(tt.envelope)
+			err := validateQueryEnvelope(tt.envelope, tt.requestType)
 			if tt.wantErr {
 				if err == nil {
 					t.Errorf("validateQueryEnvelope() expected error but got none")
@@ -816,7 +816,7 @@ func TestQueryEnvelope_Helpers(t *testing.T) {
 		}
 		for _, tt := range tests {
 			t.Run(tt.name, func(t *testing.T) {
-				got := tt.envelope.GetQueryName()
+				got := tt.envelope.queryName()
 				if got != tt.want {
 					t.Errorf("queryName() = %q, want %q", got, tt.want)
 				}
@@ -868,7 +868,7 @@ func TestQueryEnvelope_Helpers(t *testing.T) {
 		}
 		for _, tt := range tests {
 			t.Run(tt.name, func(t *testing.T) {
-				got := tt.envelope.IsDisabled()
+				got := tt.envelope.isDisabled()
 				if got != tt.want {
 					t.Errorf("isDisabled() = %v, want %v", got, tt.want)
 				}
@@ -1107,7 +1107,7 @@ func TestQueryRangeRequest_ValidateOrderByForAggregation(t *testing.T) {
 
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			err := tt.query.Validate(getValidationOptions(true)...)
+			err := tt.query.Validate(RequestTypeTimeSeries)
 			if tt.wantErr {
 				if err == nil {
 					t.Errorf("validateOrderByForAggregation() expected error but got none")
@@ -1161,7 +1161,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 				{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "service.name"}},
 			},
 		}
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeRaw)
 		if err != nil {
 			t.Errorf("expected no error for groupBy with raw request type, got: %v", err)
 		}
@@ -1178,7 +1178,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 				{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: ""}},
 			},
 		}
-		err := query.Validate(getValidationOptions(true)...)
+		err := query.Validate(RequestTypeTimeSeries)
 		if err == nil {
 			t.Errorf("expected error for empty groupBy key with timeseries request type")
 		}
@@ -1190,7 +1190,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 			Signal: telemetrytypes.SignalLogs,
 			Having: &Having{Expression: "count() > 10"},
 		}
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeRaw)
 		if err != nil {
 			t.Errorf("expected no error for having with raw request type, got: %v", err)
 		}
@@ -1202,7 +1202,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 			Signal: telemetrytypes.SignalTraces,
 			Having: &Having{Expression: "count() > 10"},
 		}
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeTrace)
 		if err != nil {
 			t.Errorf("expected no error for having with trace request type, got: %v", err)
 		}
@@ -1216,7 +1216,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 				{Expression: "count()"},
 			},
 		}
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeRaw)
 		if err != nil {
 			t.Errorf("expected no error for aggregations with raw request type, got: %v", err)
 		}
@@ -1230,7 +1230,7 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 				{Expression: "count()"},
 			},
 		}
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeRawStream)
 		if err != nil {
 			t.Errorf("expected no error for aggregations with raw_stream request type, got: %v", err)
 		}
@@ -1248,12 +1248,12 @@ func TestNonAggregationFieldsSkipped(t *testing.T) {
 			},
 		}
 		// Should error for raw (selectFields are validated)
-		err := query.Validate(getValidationOptions(false)...)
+		err := query.Validate(RequestTypeRaw)
 		if err == nil {
 			t.Errorf("expected error for isRoot in selectFields with raw request type")
 		}
 		// Should pass for timeseries (selectFields skipped)
-		err = query.Validate(getValidationOptions(true)...)
+		err = query.Validate(RequestTypeTimeSeries)
 		if err != nil {
 			t.Errorf("expected no error for isRoot in selectFields with timeseries request type, got: %v", err)
 		}

tests/integration/src/rawexportdata/01_logs.py

@@ -1,634 +0,0 @@
-import csv
-import io
-import json
-from datetime import datetime, timedelta, timezone
-from http import HTTPStatus
-from typing import Callable, List
-from urllib.parse import urlencode
-
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.logs import Logs
-
-
-def test_export_logs_csv(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert 3 logs with different severity levels and attributes.
-
-    Tests:
-    1. Export logs as CSV format
-    2. Verify CSV structure and content
-    3. Validate headers are present
-    4. Check log data is correctly formatted
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="Application started successfully",
-                severity_text="INFO",
-                resources={
-                    "service.name": "api-service",
-                    "deployment.environment": "production",
-                    "host.name": "server-01",
-                },
-                attributes={
-                    "http.method": "GET",
-                    "http.status_code": 200,
-                    "user.id": "user123",
-                },
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=8),
-                body="Connection to database failed",
-                severity_text="ERROR",
-                resources={
-                    "service.name": "api-service",
-                    "deployment.environment": "production",
-                    "host.name": "server-01",
-                },
-                attributes={
-                    "error.type": "ConnectionError",
-                    "db.name": "production_db",
-                },
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=5),
-                body="Request processed",
-                severity_text="DEBUG",
-                resources={
-                    "service.name": "worker-service",
-                    "deployment.environment": "production",
-                    "host.name": "server-02",
-                },
-                attributes={
-                    "request.id": "req-456",
-                    "duration_ms": 150.5,
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-    }
-
-    # Export logs as CSV (default format, no source needed)
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=30,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "text/csv"
-    assert "attachment" in response.headers.get("Content-Disposition", "")
-
-    # Parse CSV content
-    csv_content = response.text
-    csv_reader = csv.DictReader(io.StringIO(csv_content))
-
-    rows = list(csv_reader)
-    assert len(rows) == 3, f"Expected 3 rows, got {len(rows)}"
-
-    # Verify log bodies are present in the exported data
-    bodies = [row.get("body") for row in rows]
-    assert "Application started successfully" in bodies
-    assert "Connection to database failed" in bodies
-    assert "Request processed" in bodies
-
-    # Verify severity levels
-    severities = [row.get("severity_text") for row in rows]
-    assert "INFO" in severities
-    assert "ERROR" in severities
-    assert "DEBUG" in severities
-
-
-def test_export_logs_jsonl(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert 2 logs with different attributes.
-
-    Tests:
-    1. Export logs as JSONL format
-    2. Verify JSONL structure and content
-    3. Check each line is valid JSON
-    4. Validate log data is correctly formatted
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="User logged in",
-                severity_text="INFO",
-                resources={
-                    "service.name": "auth-service",
-                    "deployment.environment": "staging",
-                },
-                attributes={
-                    "user.email": "test@example.com",
-                    "session.id": "sess-789",
-                },
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=5),
-                body="Payment processed successfully",
-                severity_text="INFO",
-                resources={
-                    "service.name": "payment-service",
-                    "deployment.environment": "staging",
-                },
-                attributes={
-                    "transaction.id": "txn-123",
-                    "amount": 99.99,
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "logs",
-    }
-
-    # Export logs as JSONL
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-    assert "attachment" in response.headers.get("Content-Disposition", "")
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 2, f"Expected 2 lines, got {len(jsonl_lines)}"
-
-    # Verify each line is valid JSON
-    json_objects = []
-    for line in jsonl_lines:
-        obj = json.loads(line)
-        json_objects.append(obj)
-        assert "id" in obj
-        assert "timestamp" in obj
-        assert "body" in obj
-        assert "severity_text" in obj
-
-    # Verify log bodies
-    bodies = [obj.get("body") for obj in json_objects]
-    assert "User logged in" in bodies
-    assert "Payment processed successfully" in bodies
-
-
-def test_export_logs_with_filter(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert logs with different severity levels.
-
-    Tests:
-    1. Export logs with filter applied
-    2. Verify only filtered logs are returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="Info message",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=8),
-                body="Error message",
-                severity_text="ERROR",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=5),
-                body="Another error message",
-                severity_text="ERROR",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "logs",
-        "filter": "severity_text = 'ERROR'",
-    }
-
-    # Export logs with filter
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 2, f"Expected 2 lines (filtered), got {len(jsonl_lines)}"
-
-    # Verify only ERROR logs are returned
-    for line in jsonl_lines:
-        obj = json.loads(line)
-        assert obj["severity_text"] == "ERROR"
-        assert "error message" in obj["body"].lower()
-
-
-def test_export_logs_with_limit(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert 5 logs.
-
-    Tests:
-    1. Export logs with limit applied
-    2. Verify only limited number of logs are returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    logs = []
-    for i in range(5):
-        logs.append(
-            Logs(
-                timestamp=now - timedelta(seconds=i),
-                body=f"Log message {i}",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={
-                    "index": i,
-                },
-            )
-        )
-
-    insert_logs(logs)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "csv",
-        "source": "logs",
-        "limit": 3,
-    }
-
-    # Export logs with limit
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "text/csv"
-
-    # Parse CSV content
-    csv_content = response.text
-    csv_reader = csv.DictReader(io.StringIO(csv_content))
-
-    rows = list(csv_reader)
-    assert len(rows) == 3, f"Expected 3 rows (limited), got {len(rows)}"
-
-
-def test_export_logs_with_columns(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert logs with various attributes.
-
-    Tests:
-    1. Export logs with specific columns
-    2. Verify only specified columns are returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="Test log message",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                    "deployment.environment": "production",
-                },
-                attributes={
-                    "http.method": "GET",
-                    "http.status_code": 200,
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    # Request only specific columns
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "csv",
-        "source": "logs",
-        "columns": ["timestamp", "severity_text", "body"],
-    }
-
-    # Export logs with specific columns
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params, doseq=True)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "text/csv"
-
-    # Parse CSV content
-    csv_content = response.text
-    csv_reader = csv.DictReader(io.StringIO(csv_content))
-
-    rows = list(csv_reader)
-    assert len(rows) == 1
-
-    # Verify the specified columns are present
-    row = rows[0]
-    assert "timestamp" in row
-    assert "severity_text" in row
-    assert "body" in row
-    assert row["severity_text"] == "INFO"
-    assert row["body"] == "Test log message"
-
-
-def test_export_logs_with_order_by(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert logs at different timestamps.
-
-    Tests:
-    1. Export logs with ascending timestamp order
-    2. Verify logs are returned in correct order
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="First log",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=5),
-                body="Second log",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=1),
-                body="Third log",
-                severity_text="INFO",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "logs",
-        "order_by": "timestamp:asc",
-    }
-
-    # Export logs with ascending order
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 3
-
-    # Verify order - first log should be "First log" (oldest)
-    json_objects = [json.loads(line) for line in jsonl_lines]
-    assert json_objects[0]["body"] == "First log"
-    assert json_objects[1]["body"] == "Second log"
-    assert json_objects[2]["body"] == "Third log"
-
-
-def test_export_logs_with_complex_filter(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[List[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert logs with various service names and severity levels.
-
-    Tests:
-    1. Export logs with complex filter (multiple conditions)
-    2. Verify only logs matching all conditions are returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=10),
-                body="API error occurred",
-                severity_text="ERROR",
-                resources={
-                    "service.name": "api-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=8),
-                body="Worker info message",
-                severity_text="INFO",
-                resources={
-                    "service.name": "worker-service",
-                },
-                attributes={},
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=5),
-                body="API info message",
-                severity_text="INFO",
-                resources={
-                    "service.name": "api-service",
-                },
-                attributes={},
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    # Filter for api-service AND ERROR severity
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "logs",
-        "filter": "service.name = 'api-service' AND severity_text = 'ERROR'",
-    }
-
-    # Export logs with complex filter
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert (
-        len(jsonl_lines) == 1
-    ), f"Expected 1 line (complex filter), got {len(jsonl_lines)}"
-
-    # Verify the filtered log
-    filtered_obj = json.loads(jsonl_lines[0])
-    assert filtered_obj["body"] == "API error occurred"
-    assert filtered_obj["severity_text"] == "ERROR"

tests/integration/src/rawexportdata/02_traces.py

@@ -1,782 +0,0 @@
-import csv
-import io
-import json
-from datetime import datetime, timedelta, timezone
-from http import HTTPStatus
-from typing import Callable, List
-from urllib.parse import urlencode
-
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.traces import TraceIdGenerator, Traces, TracesKind, TracesStatusCode
-
-
-def test_export_traces_csv(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert 3 traces with different attributes.
-
-    Tests:
-    1. Export traces as CSV format
-    2. Verify CSV structure and content
-    3. Validate headers are present
-    4. Check trace data is correctly formatted
-    """
-    http_service_trace_id = TraceIdGenerator.trace_id()
-    http_service_span_id = TraceIdGenerator.span_id()
-    http_service_db_span_id = TraceIdGenerator.span_id()
-    topic_service_trace_id = TraceIdGenerator.trace_id()
-    topic_service_span_id = TraceIdGenerator.span_id()
-
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_traces(
-        [
-            Traces(
-                timestamp=now - timedelta(seconds=4),
-                duration=timedelta(seconds=3),
-                trace_id=http_service_trace_id,
-                span_id=http_service_span_id,
-                parent_span_id="",
-                name="POST /integration",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "deployment.environment": "production",
-                    "service.name": "http-service",
-                    "os.type": "linux",
-                    "host.name": "linux-000",
-                },
-                attributes={
-                    "net.transport": "IP.TCP",
-                    "http.scheme": "http",
-                    "http.user_agent": "Integration Test",
-                    "http.request.method": "POST",
-                    "http.response.status_code": "200",
-                },
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=3.5),
-                duration=timedelta(seconds=0.5),
-                trace_id=http_service_trace_id,
-                span_id=http_service_db_span_id,
-                parent_span_id=http_service_span_id,
-                name="SELECT",
-                kind=TracesKind.SPAN_KIND_CLIENT,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "deployment.environment": "production",
-                    "service.name": "http-service",
-                    "os.type": "linux",
-                    "host.name": "linux-000",
-                },
-                attributes={
-                    "db.name": "integration",
-                    "db.operation": "SELECT",
-                    "db.statement": "SELECT * FROM integration",
-                },
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=1),
-                duration=timedelta(seconds=2),
-                trace_id=topic_service_trace_id,
-                span_id=topic_service_span_id,
-                parent_span_id="",
-                name="topic publish",
-                kind=TracesKind.SPAN_KIND_PRODUCER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "deployment.environment": "production",
-                    "service.name": "topic-service",
-                    "os.type": "linux",
-                    "host.name": "linux-001",
-                },
-                attributes={
-                    "message.type": "SENT",
-                    "messaging.operation": "publish",
-                    "messaging.message.id": "001",
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "source": "traces",
-        "limit": 1000,
-    }
-
-    # Export traces as CSV (GET for simple queries)
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=30,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "text/csv"
-    assert "attachment" in response.headers.get("Content-Disposition", "")
-
-    # Parse CSV content
-    csv_content = response.text
-    csv_reader = csv.DictReader(io.StringIO(csv_content))
-
-    rows = list(csv_reader)
-    assert len(rows) == 3, f"Expected 3 rows, got {len(rows)}"
-
-    # Verify trace IDs are present in the exported data
-    trace_ids = [row.get("trace_id") for row in rows]
-    assert http_service_trace_id in trace_ids
-    assert topic_service_trace_id in trace_ids
-
-    # Verify span names are present
-    span_names = [row.get("name") for row in rows]
-    assert "POST /integration" in span_names
-    assert "SELECT" in span_names
-    assert "topic publish" in span_names
-
-
-def test_export_traces_jsonl(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert 2 traces with different attributes.
-
-    Tests:
-    1. Export traces as JSONL format
-    2. Verify JSONL structure and content
-    3. Check each line is valid JSON
-    4. Validate trace data is correctly formatted
-    """
-    http_service_trace_id = TraceIdGenerator.trace_id()
-    http_service_span_id = TraceIdGenerator.span_id()
-    topic_service_trace_id = TraceIdGenerator.trace_id()
-    topic_service_span_id = TraceIdGenerator.span_id()
-
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_traces(
-        [
-            Traces(
-                timestamp=now - timedelta(seconds=4),
-                duration=timedelta(seconds=3),
-                trace_id=http_service_trace_id,
-                span_id=http_service_span_id,
-                parent_span_id="",
-                name="POST /api/test",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "api-service",
-                    "deployment.environment": "staging",
-                },
-                attributes={
-                    "http.request.method": "POST",
-                    "http.response.status_code": "201",
-                },
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=2),
-                duration=timedelta(seconds=1),
-                trace_id=topic_service_trace_id,
-                span_id=topic_service_span_id,
-                parent_span_id="",
-                name="queue.process",
-                kind=TracesKind.SPAN_KIND_CONSUMER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "queue-service",
-                    "deployment.environment": "staging",
-                },
-                attributes={
-                    "messaging.operation": "process",
-                    "messaging.system": "rabbitmq",
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "traces",
-        "limit": 1000,
-    }
-
-    # Export traces as JSONL (GET for simple queries)
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-    assert "attachment" in response.headers.get("Content-Disposition", "")
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 2, f"Expected 2 lines, got {len(jsonl_lines)}"
-
-    # Verify each line is valid JSON
-    json_objects = []
-    for line in jsonl_lines:
-        obj = json.loads(line)
-        json_objects.append(obj)
-        assert "trace_id" in obj
-        assert "span_id" in obj
-        assert "name" in obj
-
-    # Verify trace IDs are present
-    trace_ids = [obj.get("trace_id") for obj in json_objects]
-    assert http_service_trace_id in trace_ids
-    assert topic_service_trace_id in trace_ids
-
-    # Verify span names are present
-    span_names = [obj.get("name") for obj in json_objects]
-    assert "POST /api/test" in span_names
-    assert "queue.process" in span_names
-
-
-def test_export_traces_with_filter(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert traces with different service names.
-
-    Tests:
-    1. Export traces with filter applied
-    2. Verify only filtered traces are returned
-    """
-    service_a_trace_id = TraceIdGenerator.trace_id()
-    service_a_span_id = TraceIdGenerator.span_id()
-    service_b_trace_id = TraceIdGenerator.trace_id()
-    service_b_span_id = TraceIdGenerator.span_id()
-
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_traces(
-        [
-            Traces(
-                timestamp=now - timedelta(seconds=4),
-                duration=timedelta(seconds=1),
-                trace_id=service_a_trace_id,
-                span_id=service_a_span_id,
-                parent_span_id="",
-                name="operation-a",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "service-a",
-                },
-                attributes={},
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=2),
-                duration=timedelta(seconds=1),
-                trace_id=service_b_trace_id,
-                span_id=service_b_span_id,
-                parent_span_id="",
-                name="operation-b",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "service-b",
-                },
-                attributes={},
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "jsonl",
-        "source": "traces",
-        "limit": 1000,
-        "filter": "service.name = 'service-a'",
-    }
-
-    # Export traces with filter (GET supports filter param)
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 1, f"Expected 1 line (filtered), got {len(jsonl_lines)}"
-
-    # Verify the filtered trace
-    filtered_obj = json.loads(jsonl_lines[0])
-    assert filtered_obj["trace_id"] == service_a_trace_id
-    assert filtered_obj["name"] == "operation-a"
-
-
-def test_export_traces_with_limit(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert 5 traces.
-
-    Tests:
-    1. Export traces with limit applied
-    2. Verify only limited number of traces are returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    traces = []
-    for i in range(5):
-        traces.append(
-            Traces(
-                timestamp=now - timedelta(seconds=i),
-                duration=timedelta(seconds=1),
-                trace_id=TraceIdGenerator.trace_id(),
-                span_id=TraceIdGenerator.span_id(),
-                parent_span_id="",
-                name=f"operation-{i}",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "test-service",
-                },
-                attributes={},
-            )
-        )
-
-    insert_traces(traces)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    params = {
-        "start": start_ns,
-        "end": end_ns,
-        "format": "csv",
-        "source": "traces",
-        "limit": 3,
-    }
-
-    # Export traces with limit (GET supports limit param)
-    response = requests.get(
-        signoz.self.host_configs["8080"].get(
-            f"/api/v1/export_raw_data?{urlencode(params)}"
-        ),
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "text/csv"
-
-    # Parse CSV content
-    csv_content = response.text
-    csv_reader = csv.DictReader(io.StringIO(csv_content))
-
-    rows = list(csv_reader)
-    assert len(rows) == 3, f"Expected 3 rows (limited), got {len(rows)}"
-
-
-def test_export_traces_multiple_queries_rejected(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """
-    Tests:
-    1. POST with multiple builder queries but no trace operator is rejected
-    2. Verify 400 error is returned
-    """
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    body = {
-        "start": start_ns,
-        "end": end_ns,
-        "compositeQuery": {
-            "queries": [
-                {
-                    "type": "builder_query",
-                    "spec": {
-                        "signal": "traces",
-                        "name": "A",
-                        "limit": 1000,
-                        "filter": {"expression": "service.name = 'service-a'"},
-                    },
-                },
-                {
-                    "type": "builder_query",
-                    "spec": {
-                        "signal": "traces",
-                        "name": "B",
-                        "limit": 1000,
-                        "filter": {"expression": "service.name = 'service-b'"},
-                    },
-                },
-            ]
-        },
-    }
-
-    url = signoz.self.host_configs["8080"].get("/api/v1/export_raw_data?format=jsonl")
-    response = requests.post(
-        url,
-        json=body,
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-            "Content-Type": "application/json",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.BAD_REQUEST
-
-
-def test_export_traces_with_composite_query_trace_operator(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert multiple traces with parent-child relationships.
-
-    Tests:
-    1. Export traces using trace operator in composite query (POST)
-    2. Verify trace operator query works correctly
-    """
-    parent_trace_id = TraceIdGenerator.trace_id()
-    parent_span_id = TraceIdGenerator.span_id()
-    child_span_id_1 = TraceIdGenerator.span_id()
-    child_span_id_2 = TraceIdGenerator.span_id()
-
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_traces(
-        [
-            Traces(
-                timestamp=now - timedelta(seconds=10),
-                duration=timedelta(seconds=5),
-                trace_id=parent_trace_id,
-                span_id=parent_span_id,
-                parent_span_id="",
-                name="parent-operation",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "parent-service",
-                },
-                attributes={
-                    "operation.type": "parent",
-                },
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=9),
-                duration=timedelta(seconds=2),
-                trace_id=parent_trace_id,
-                span_id=child_span_id_1,
-                parent_span_id=parent_span_id,
-                name="child-operation-1",
-                kind=TracesKind.SPAN_KIND_INTERNAL,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "parent-service",
-                },
-                attributes={
-                    "operation.type": "child",
-                },
-            ),
-            Traces(
-                timestamp=now - timedelta(seconds=7),
-                duration=timedelta(seconds=1),
-                trace_id=parent_trace_id,
-                span_id=child_span_id_2,
-                parent_span_id=parent_span_id,
-                name="child-operation-2",
-                kind=TracesKind.SPAN_KIND_INTERNAL,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "parent-service",
-                },
-                attributes={
-                    "operation.type": "child",
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    # A: spans with operation.type = 'parent'
-    query_a = {
-        "type": "builder_query",
-        "spec": {
-            "signal": "traces",
-            "name": "A",
-            "limit": 1000,
-            "filter": {"expression": "operation.type = 'parent'"},
-        },
-    }
-
-    # B: spans with operation.type = 'child'
-    query_b = {
-        "type": "builder_query",
-        "spec": {
-            "signal": "traces",
-            "name": "B",
-            "limit": 1000,
-            "filter": {"expression": "operation.type = 'child'"},
-        },
-    }
-
-    # Trace operator: find traces where A has a direct descendant B
-    query_c = {
-        "type": "builder_trace_operator",
-        "spec": {
-            "name": "C",
-            "expression": "A => B",
-            "returnSpansFrom": "A",
-            "limit": 1000,
-            "order": [{"key": {"name": "timestamp"}, "direction": "desc"}],
-        },
-    }
-
-    body = {
-        "start": start_ns,
-        "end": end_ns,
-        "requestType": "raw",
-        "compositeQuery": {
-            "queries": [query_a, query_b, query_c],
-        },
-    }
-
-    url = signoz.self.host_configs["8080"].get("/api/v1/export_raw_data?format=jsonl")
-    response = requests.post(
-        url,
-        json=body,
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-            "Content-Type": "application/json",
-        },
-    )
-
-    print(response.text)
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 1, f"Expected at least 1 line, got {len(jsonl_lines)}"
-
-    # Verify all returned spans belong to the matched trace
-    json_objects = [json.loads(line) for line in jsonl_lines]
-    trace_ids = [obj.get("trace_id") for obj in json_objects]
-    assert all(tid == parent_trace_id for tid in trace_ids)
-
-    # Verify the parent span (returnSpansFrom = "A") is present
-    span_names = [obj.get("name") for obj in json_objects]
-    assert "parent-operation" in span_names
-
-
-def test_export_traces_with_select_fields(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[List[Traces]], None],
-) -> None:
-    """
-    Setup:
-    Insert traces with various attributes.
-
-    Tests:
-    1. Export traces with specific select fields via POST
-    2. Verify only specified fields are returned in the output
-    """
-    trace_id = TraceIdGenerator.trace_id()
-    span_id = TraceIdGenerator.span_id()
-
-    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
-
-    insert_traces(
-        [
-            Traces(
-                timestamp=now - timedelta(seconds=10),
-                duration=timedelta(seconds=2),
-                trace_id=trace_id,
-                span_id=span_id,
-                parent_span_id="",
-                name="test-operation",
-                kind=TracesKind.SPAN_KIND_SERVER,
-                status_code=TracesStatusCode.STATUS_CODE_OK,
-                status_message="",
-                resources={
-                    "service.name": "test-service",
-                    "deployment.environment": "production",
-                    "host.name": "server-01",
-                },
-                attributes={
-                    "http.method": "POST",
-                    "http.status_code": "201",
-                    "user.id": "user123",
-                },
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Calculate timestamps in nanoseconds
-    start_ns = int((now - timedelta(minutes=5)).timestamp() * 1e9)
-    end_ns = int(now.timestamp() * 1e9)
-
-    body = {
-        "start": start_ns,
-        "end": end_ns,
-        "requestType": "raw",
-        "compositeQuery": {
-            "queries": [
-                {
-                    "type": "builder_query",
-                    "spec": {
-                        "signal": "traces",
-                        "name": "A",
-                        "limit": 1000,
-                        "selectFields": [
-                            {
-                                "name": "trace_id",
-                                "fieldDataType": "string",
-                                "fieldContext": "span",
-                                "signal": "traces",
-                            },
-                            {
-                                "name": "span_id",
-                                "fieldDataType": "string",
-                                "fieldContext": "span",
-                                "signal": "traces",
-                            },
-                            {
-                                "name": "name",
-                                "fieldDataType": "string",
-                                "fieldContext": "span",
-                                "signal": "traces",
-                            },
-                            {
-                                "name": "service.name",
-                                "fieldDataType": "string",
-                                "fieldContext": "resource",
-                                "signal": "traces",
-                            },
-                        ],
-                    },
-                }
-            ]
-        },
-    }
-
-    url = signoz.self.host_configs["8080"].get("/api/v1/export_raw_data?format=jsonl")
-    response = requests.post(
-        url,
-        json=body,
-        timeout=10,
-        headers={
-            "authorization": f"Bearer {token}",
-            "Content-Type": "application/json",
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.headers["Content-Type"] == "application/x-ndjson"
-
-    # Parse JSONL content
-    jsonl_lines = response.text.strip().split("\n")
-    assert len(jsonl_lines) == 1
-
-    # Verify the selected fields are present
-    result = json.loads(jsonl_lines[0])
-    assert "trace_id" in result
-    assert "span_id" in result
-    assert "name" in result
-
-    # Verify values
-    assert result["trace_id"] == trace_id
-    assert result["span_id"] == span_id
-    assert result["name"] == "test-operation"