Merge branch 'main' into tvats-export-traces

Co-authored-by: primus-bot[bot] <171087277+primus-bot[bot]@users.noreply.github.com>

.github/workflows/integrationci.yaml

@@ -54,7 +54,7 @@ jobs:
           - sqlite
         clickhouse-version:
           - 25.5.6
-          - 25.10.5
+          - 25.12.5
         schema-migrator-version:
           - v0.142.0
         postgres-version:

.vscode/settings.json

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

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

@@ -190,7 +190,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:v0.112.1
+    image: signoz/signoz:v0.113.0
     ports:
       - "8080:8080" # signoz port
     #   - "6060:6060"     # pprof port
@@ -213,7 +213,7 @@ services:
       retries: 3
   otel-collector:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.142.1
+    image: signoz/signoz-otel-collector:v0.144.1
     entrypoint:
       - /bin/sh
     command:
@@ -241,7 +241,7 @@ services:
       replicas: 3
   signoz-telemetrystore-migrator:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.0}
+    image: signoz/signoz-otel-collector:v0.144.1
     environment:
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_CLUSTER=cluster

deploy/docker-swarm/docker-compose.yaml

@@ -117,7 +117,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:v0.112.1
+    image: signoz/signoz:v0.113.0
     ports:
       - "8080:8080" # signoz port
     volumes:
@@ -139,7 +139,7 @@ services:
       retries: 3
   otel-collector:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.142.1
+    image: signoz/signoz-otel-collector:v0.144.1
     entrypoint:
       - /bin/sh
     command:
@@ -167,7 +167,7 @@ services:
       replicas: 3
   signoz-telemetrystore-migrator:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.0}
+    image: signoz/signoz-otel-collector:v0.144.1
     environment:
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_CLUSTER=cluster

deploy/docker-swarm/otel-collector-config.yaml

@@ -82,6 +82,12 @@ exporters:
     timeout: 45s
     sending_queue:
       enabled: false
+  metadataexporter:
+    cache:
+      provider: in_memory
+    dsn: tcp://clickhouse:9000/signoz_metadata
+    enabled: true
+    timeout: 45s
 service:
   telemetry:
     logs:
@@ -93,19 +99,19 @@ service:
     traces:
       receivers: [otlp]
       processors: [signozspanmetrics/delta, batch]
-      exporters: [clickhousetraces, signozmeter]
+      exporters: [clickhousetraces, metadataexporter, signozmeter]
     metrics:
       receivers: [otlp]
       processors: [batch]
-      exporters: [signozclickhousemetrics, signozmeter]
+      exporters: [signozclickhousemetrics, metadataexporter, signozmeter]
     metrics/prometheus:
       receivers: [prometheus]
       processors: [batch]
-      exporters: [signozclickhousemetrics, signozmeter]
+      exporters: [signozclickhousemetrics, metadataexporter, signozmeter]
     logs:
       receivers: [otlp]
       processors: [batch]
-      exporters: [clickhouselogsexporter, signozmeter]
+      exporters: [clickhouselogsexporter, metadataexporter, signozmeter]
     metrics/meter:
       receivers: [signozmeter]
       processors: [batch/meter]

deploy/docker/docker-compose.ha.yaml

@@ -181,7 +181,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.112.1}
+    image: signoz/signoz:${VERSION:-v0.113.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port
@@ -204,7 +204,7 @@ services:
       retries: 3
   otel-collector:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.1}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.144.1}
     container_name: signoz-otel-collector
     entrypoint:
       - /bin/sh
@@ -229,7 +229,7 @@ services:
       - "4318:4318" # OTLP HTTP receiver
   signoz-telemetrystore-migrator:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.0}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.144.1}
     container_name: signoz-telemetrystore-migrator
     environment:
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000

deploy/docker/docker-compose.yaml

@@ -109,7 +109,7 @@ services:
       # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
   signoz:
     !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.112.1}
+    image: signoz/signoz:${VERSION:-v0.113.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port
@@ -132,7 +132,7 @@ services:
       retries: 3
   otel-collector:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.1}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.144.1}
     container_name: signoz-otel-collector
     entrypoint:
       - /bin/sh
@@ -157,7 +157,7 @@ services:
       - "4318:4318" # OTLP HTTP receiver
   signoz-telemetrystore-migrator:
     !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.142.0}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.144.1}
     container_name: signoz-telemetrystore-migrator
     environment:
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000

deploy/docker/otel-collector-config.yaml

@@ -82,6 +82,12 @@ exporters:
     timeout: 45s
     sending_queue:
       enabled: false
+  metadataexporter:
+    cache:
+      provider: in_memory
+    dsn: tcp://clickhouse:9000/signoz_metadata
+    enabled: true
+    timeout: 45s
 service:
   telemetry:
     logs:
@@ -93,19 +99,19 @@ service:
     traces:
       receivers: [otlp]
       processors: [signozspanmetrics/delta, batch]
-      exporters: [clickhousetraces, signozmeter]
+      exporters: [clickhousetraces, metadataexporter, signozmeter]
     metrics:
       receivers: [otlp]
       processors: [batch]
-      exporters: [signozclickhousemetrics, signozmeter]
+      exporters: [signozclickhousemetrics, metadataexporter, signozmeter]
     metrics/prometheus:
       receivers: [prometheus]
       processors: [batch]
-      exporters: [signozclickhousemetrics, signozmeter]
+      exporters: [signozclickhousemetrics, metadataexporter, signozmeter]
     logs:
       receivers: [otlp]
       processors: [batch]
-      exporters: [clickhouselogsexporter, signozmeter]
+      exporters: [clickhouselogsexporter, metadataexporter, signozmeter]
     metrics/meter:
       receivers: [signozmeter]
       processors: [batch/meter]

docs/api/openapi.yml

@@ -842,6 +842,17 @@ components:
       - temporality
       - isMonotonic
       type: object
+    MetrictypesComparisonSpaceAggregationParam:
+      properties:
+        operator:
+          type: string
+        threshold:
+          format: double
+          type: number
+      required:
+      - operator
+      - threshold
+      type: object
     MetrictypesSpaceAggregation:
       enum:
       - sum
@@ -1138,6 +1149,8 @@ components:
       type: object
     Querybuildertypesv5MetricAggregation:
       properties:
+        comparisonSpaceAggregationParam:
+          $ref: '#/components/schemas/MetrictypesComparisonSpaceAggregationParam'
         metricName:
           type: string
         reduceTo:
@@ -2845,6 +2858,159 @@ 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: source
+        schema:
+          default: logs
+          enum:
+          - logs
+          - traces
+          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
+      - in: query
+        name: filter
+        schema:
+          type: string
+      - in: query
+        name: columns
+        schema:
+          items:
+            type: string
+          type: array
+      - in: query
+        name: order_by
+        schema:
+          type: string
+      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

@@ -123,6 +123,7 @@ 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,
@@ -155,6 +156,8 @@ 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/src/AppRoutes/pageComponents.ts

@@ -308,3 +308,15 @@ export const PublicDashboardPage = Loadable(
 			/* webpackChunkName: "Public Dashboard Page" */ 'pages/PublicDashboard'
 		),
 );
+
+export const AlertTypeSelectionPage = Loadable(
+	() =>
+		import(
+			/* webpackChunkName: "Alert Type Selection Page" */ 'pages/AlertTypeSelection'
+		),
+);
+
+export const MeterExplorerPage = Loadable(
+	() =>
+		import(/* webpackChunkName: "Meter Explorer Page" */ 'pages/MeterExplorer'),
+);

frontend/src/AppRoutes/routes.ts

@@ -1,12 +1,10 @@
 import { RouteProps } from 'react-router-dom';
 import ROUTES from 'constants/routes';
-import AlertTypeSelectionPage from 'pages/AlertTypeSelection';
-import MessagingQueues from 'pages/MessagingQueues';
-import MeterExplorer from 'pages/MeterExplorer';
 
 import {
 	AlertHistory,
 	AlertOverview,
+	AlertTypeSelectionPage,
 	AllAlertChannels,
 	AllErrors,
 	ApiMonitoring,
@@ -29,6 +27,8 @@ import {
 	LogsExplorer,
 	LogsIndexToFields,
 	LogsSaveViews,
+	MessagingQueuesMainPage,
+	MeterExplorerPage,
 	MetricsExplorer,
 	OldLogsExplorer,
 	Onboarding,
@@ -399,28 +399,28 @@ const routes: AppRoutes[] = [
 	{
 		path: ROUTES.MESSAGING_QUEUES_KAFKA,
 		exact: true,
-		component: MessagingQueues,
+		component: MessagingQueuesMainPage,
 		key: 'MESSAGING_QUEUES_KAFKA',
 		isPrivate: true,
 	},
 	{
 		path: ROUTES.MESSAGING_QUEUES_CELERY_TASK,
 		exact: true,
-		component: MessagingQueues,
+		component: MessagingQueuesMainPage,
 		key: 'MESSAGING_QUEUES_CELERY_TASK',
 		isPrivate: true,
 	},
 	{
 		path: ROUTES.MESSAGING_QUEUES_OVERVIEW,
 		exact: true,
-		component: MessagingQueues,
+		component: MessagingQueuesMainPage,
 		key: 'MESSAGING_QUEUES_OVERVIEW',
 		isPrivate: true,
 	},
 	{
 		path: ROUTES.MESSAGING_QUEUES_KAFKA_DETAIL,
 		exact: true,
-		component: MessagingQueues,
+		component: MessagingQueuesMainPage,
 		key: 'MESSAGING_QUEUES_KAFKA_DETAIL',
 		isPrivate: true,
 	},
@@ -463,21 +463,21 @@ const routes: AppRoutes[] = [
 	{
 		path: ROUTES.METER,
 		exact: true,
-		component: MeterExplorer,
+		component: MeterExplorerPage,
 		key: 'METER',
 		isPrivate: true,
 	},
 	{
 		path: ROUTES.METER_EXPLORER,
 		exact: true,
-		component: MeterExplorer,
+		component: MeterExplorerPage,
 		key: 'METER_EXPLORER',
 		isPrivate: true,
 	},
 	{
 		path: ROUTES.METER_EXPLORER_VIEWS,
 		exact: true,
-		component: MeterExplorer,
+		component: MeterExplorerPage,
 		key: 'METER_EXPLORER_VIEWS',
 		isPrivate: true,
 	},

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

@@ -20,8 +20,11 @@ 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';
 
@@ -29,6 +32,206 @@ 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

@@ -1006,6 +1006,18 @@ export interface MetricsexplorertypesUpdateMetricMetadataRequestDTO {
 	unit: string;
 }
 
+export interface MetrictypesComparisonSpaceAggregationParamDTO {
+	/**
+	 * @type string
+	 */
+	operator: string;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	threshold: number;
+}
+
 export enum MetrictypesSpaceAggregationDTO {
 	sum = 'sum',
 	avg = 'avg',
@@ -1367,6 +1379,7 @@ export interface Querybuildertypesv5LogAggregationDTO {
 }
 
 export interface Querybuildertypesv5MetricAggregationDTO {
+	comparisonSpaceAggregationParam?: MetrictypesComparisonSpaceAggregationParamDTO;
 	/**
 	 * @type string
 	 */
@@ -2719,6 +2732,76 @@ 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/LogDetail/index.tsx

@@ -86,8 +86,13 @@ function LogDetailInner({
 		const handleClickOutside = (e: MouseEvent): void => {
 			const target = e.target as HTMLElement;
 
-			// Don't close if clicking on explicitly ignored regions
-			if (target.closest('[data-log-detail-ignore="true"]')) {
+			// Don't close if clicking on drawer content, overlays, or portal elements
+			if (
+				target.closest('[data-log-detail-ignore="true"]') ||
+				target.closest('.cm-tooltip-autocomplete') ||
+				target.closest('.drawer-popover') ||
+				target.closest('.query-status-popover')
+			) {
 				return;
 			}
 
@@ -400,7 +405,11 @@ function LogDetailInner({
 			<div className="log-detail-drawer__content" data-log-detail-ignore="true">
 				<div className="log-detail-drawer__log">
 					<Divider type="vertical" className={cx('log-type-indicator', logType)} />
-					<Tooltip title={removeEscapeCharacters(log?.body)} placement="left">
+					<Tooltip
+						title={removeEscapeCharacters(log?.body)}
+						placement="left"
+						mouseLeaveDelay={0}
+					>
 						<div className="log-body" dangerouslySetInnerHTML={htmlBody} />
 					</Tooltip>
 
@@ -466,6 +475,7 @@ function LogDetailInner({
 								title="Show Filters"
 								placement="topLeft"
 								aria-label="Show Filters"
+								mouseLeaveDelay={0}
 							>
 								<Button
 									className="action-btn"
@@ -481,6 +491,7 @@ function LogDetailInner({
 							aria-label={
 								selectedView === VIEW_TYPES.JSON ? 'Copy JSON' : 'Copy Log Link'
 							}
+							mouseLeaveDelay={0}
 						>
 							<Button
 								className="action-btn"

frontend/src/components/Logs/AddToQueryHOC.tsx

@@ -27,7 +27,11 @@ function AddToQueryHOC({
 	return (
 		// eslint-disable-next-line jsx-a11y/click-events-have-key-events, jsx-a11y/no-static-element-interactions
 		<div className={cx('addToQueryContainer', fontSize)} onClick={handleQueryAdd}>
-			<Popover placement="top" content={popOverContent}>
+			<Popover
+				overlayClassName="drawer-popover"
+				placement="top"
+				content={popOverContent}
+			>
 				{children}
 			</Popover>
 		</div>

frontend/src/components/Logs/CopyClipboardHOC.tsx

@@ -32,6 +32,7 @@ function CopyClipboardHOC({
 		<span onClick={onClick} role="presentation" tabIndex={-1}>
 			<Popover
 				placement="top"
+				overlayClassName="drawer-popover"
 				content={<span style={{ fontSize: '0.9rem' }}>{tooltipText}</span>}
 			>
 				{children}

frontend/src/components/Logs/TableView/config.ts

@@ -21,7 +21,7 @@ export function getDefaultCellStyle(isDarkMode?: boolean): CSSProperties {
 
 export const defaultTableStyle: CSSProperties = {
 	minWidth: '40rem',
-	maxWidth: '60rem',
+	maxWidth: '90rem',
 };
 
 export const defaultListViewPanelStyle: CSSProperties = {

frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx

@@ -1328,7 +1328,10 @@ function QuerySearch({
 			)}
 
 			<div className="query-where-clause-editor-container">
-				<Tooltip title={getTooltipContent()} placement="left">
+				<Tooltip
+					title={<div data-log-detail-ignore="true">{getTooltipContent()}</div>}
+					placement="left"
+				>
 					<a
 						href="https://signoz.io/docs/userguide/search-syntax/"
 						target="_blank"

frontend/src/components/YAxisUnitSelector/__tests__/utils.test.tsx

@@ -1,4 +1,5 @@
-import { UniversalYAxisUnit } from '../types';
+import { YAxisCategoryNames } from '../constants';
+import { UniversalYAxisUnit, YAxisCategory } from '../types';
 import {
 	getUniversalNameFromMetricUnit,
 	mapMetricUnitToUniversalUnit,
@@ -41,29 +42,29 @@ describe('YAxisUnitSelector utils', () => {
 
 	describe('mergeCategories', () => {
 		it('merges categories correctly', () => {
-			const categories1 = [
+			const categories1: YAxisCategory[] = [
 				{
-					name: 'Data',
+					name: YAxisCategoryNames.Data,
 					units: [
 						{ name: 'bytes', id: UniversalYAxisUnit.BYTES },
 						{ name: 'kilobytes', id: UniversalYAxisUnit.KILOBYTES },
 					],
 				},
 			];
-			const categories2 = [
+			const categories2: YAxisCategory[] = [
 				{
-					name: 'Data',
+					name: YAxisCategoryNames.Data,
 					units: [{ name: 'bits', id: UniversalYAxisUnit.BITS }],
 				},
 				{
-					name: 'Time',
+					name: YAxisCategoryNames.Time,
 					units: [{ name: 'seconds', id: UniversalYAxisUnit.SECONDS }],
 				},
 			];
 			const mergedCategories = mergeCategories(categories1, categories2);
 			expect(mergedCategories).toEqual([
 				{
-					name: 'Data',
+					name: YAxisCategoryNames.Data,
 					units: [
 						{ name: 'bytes', id: UniversalYAxisUnit.BYTES },
 						{ name: 'kilobytes', id: UniversalYAxisUnit.KILOBYTES },
@@ -71,7 +72,7 @@ describe('YAxisUnitSelector utils', () => {
 					],
 				},
 				{
-					name: 'Time',
+					name: YAxisCategoryNames.Time,
 					units: [{ name: 'seconds', id: UniversalYAxisUnit.SECONDS }],
 				},
 			]);

frontend/src/components/YAxisUnitSelector/constants.ts

@@ -1,5 +1,36 @@
 import { UnitFamilyConfig, UniversalYAxisUnit, YAxisUnit } from './types';
 
+export enum YAxisCategoryNames {
+	Time = 'Time',
+	Data = 'Data',
+	DataRate = 'Data Rate',
+	Count = 'Count',
+	Operations = 'Operations',
+	Percentage = 'Percentage',
+	Boolean = 'Boolean',
+	None = 'None',
+	HashRate = 'Hash Rate',
+	Miscellaneous = 'Miscellaneous',
+	Acceleration = 'Acceleration',
+	Angular = 'Angular',
+	Area = 'Area',
+	Flops = 'FLOPs',
+	Concentration = 'Concentration',
+	Currency = 'Currency',
+	Datetime = 'Datetime',
+	PowerElectrical = 'Power/Electrical',
+	Flow = 'Flow',
+	Force = 'Force',
+	Mass = 'Mass',
+	Length = 'Length',
+	Pressure = 'Pressure',
+	Radiation = 'Radiation',
+	RotationSpeed = 'Rotation Speed',
+	Temperature = 'Temperature',
+	Velocity = 'Velocity',
+	Volume = 'Volume',
+}
+
 // Mapping of universal y-axis units to their AWS, UCUM, and OpenMetrics equivalents (if available)
 export const UniversalYAxisUnitMappings: Partial<
 	Record<UniversalYAxisUnit, Set<YAxisUnit> | null>

frontend/src/components/YAxisUnitSelector/data.ts

@@ -1,10 +1,11 @@
 import { Y_AXIS_UNIT_NAMES } from './constants';
+import { YAxisCategoryNames } from './constants';
 import { UniversalYAxisUnit, YAxisCategory } from './types';
 
 // Base categories for the universal y-axis units
 export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 	{
-		name: 'Time',
+		name: YAxisCategoryNames.Time,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.SECONDS],
@@ -37,7 +38,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Data',
+		name: YAxisCategoryNames.Data,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.BYTES],
@@ -154,7 +155,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Data Rate',
+		name: YAxisCategoryNames.DataRate,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.BYTES_SECOND],
@@ -295,7 +296,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Count',
+		name: YAxisCategoryNames.Count,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.COUNT],
@@ -312,7 +313,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Operations',
+		name: YAxisCategoryNames.Operations,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.OPS_SECOND],
@@ -353,7 +354,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Percentage',
+		name: YAxisCategoryNames.Percentage,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.PERCENT],
@@ -366,7 +367,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Boolean',
+		name: YAxisCategoryNames.Boolean,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.TRUE_FALSE],
@@ -382,7 +383,7 @@ export const BASE_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 
 export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 	{
-		name: 'Time',
+		name: YAxisCategoryNames.Time,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.DURATION_MS],
@@ -419,7 +420,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Data Rate',
+		name: YAxisCategoryNames.DataRate,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.DATA_RATE_PACKETS_PER_SECOND],
@@ -428,7 +429,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Boolean',
+		name: YAxisCategoryNames.Boolean,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.ON_OFF],
@@ -437,7 +438,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'None',
+		name: YAxisCategoryNames.None,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.NONE],
@@ -446,7 +447,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Hash Rate',
+		name: YAxisCategoryNames.HashRate,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.HASH_RATE_HASHES_PER_SECOND],
@@ -479,7 +480,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Miscellaneous',
+		name: YAxisCategoryNames.Miscellaneous,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.MISC_STRING],
@@ -520,7 +521,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Acceleration',
+		name: YAxisCategoryNames.Acceleration,
 		units: [
 			{
 				name:
@@ -541,7 +542,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Angular',
+		name: YAxisCategoryNames.Angular,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.ANGULAR_DEGREE],
@@ -566,7 +567,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Area',
+		name: YAxisCategoryNames.Area,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.AREA_SQUARE_METERS],
@@ -583,7 +584,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'FLOPs',
+		name: YAxisCategoryNames.Flops,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.FLOPS_FLOPS],
@@ -620,7 +621,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Concentration',
+		name: YAxisCategoryNames.Concentration,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.CONCENTRATION_PPM],
@@ -677,7 +678,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Currency',
+		name: YAxisCategoryNames.Currency,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.CURRENCY_USD],
@@ -774,7 +775,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Datetime',
+		name: YAxisCategoryNames.Datetime,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.DATETIME_ISO],
@@ -811,7 +812,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Power/Electrical',
+		name: YAxisCategoryNames.PowerElectrical,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.POWER_WATT],
@@ -968,7 +969,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Flow',
+		name: YAxisCategoryNames.Flow,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.FLOW_GALLONS_PER_MINUTE],
@@ -1005,7 +1006,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Force',
+		name: YAxisCategoryNames.Force,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.FORCE_NEWTON_METERS],
@@ -1026,7 +1027,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Mass',
+		name: YAxisCategoryNames.Mass,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.MASS_MILLIGRAM],
@@ -1051,7 +1052,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Length',
+		name: YAxisCategoryNames.Length,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.LENGTH_MILLIMETER],
@@ -1080,7 +1081,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Pressure',
+		name: YAxisCategoryNames.Pressure,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.PRESSURE_MILLIBAR],
@@ -1117,7 +1118,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Radiation',
+		name: YAxisCategoryNames.Radiation,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.RADIATION_BECQUEREL],
@@ -1174,7 +1175,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Rotation Speed',
+		name: YAxisCategoryNames.RotationSpeed,
 		units: [
 			{
 				name:
@@ -1200,7 +1201,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Temperature',
+		name: YAxisCategoryNames.Temperature,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.TEMPERATURE_CELSIUS],
@@ -1217,7 +1218,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Velocity',
+		name: YAxisCategoryNames.Velocity,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.VELOCITY_METERS_PER_SECOND],
@@ -1238,7 +1239,7 @@ export const ADDITIONAL_Y_AXIS_CATEGORIES: YAxisCategory[] = [
 		],
 	},
 	{
-		name: 'Volume',
+		name: YAxisCategoryNames.Volume,
 		units: [
 			{
 				name: Y_AXIS_UNIT_NAMES[UniversalYAxisUnit.VOLUME_MILLILITER],

frontend/src/components/YAxisUnitSelector/types.ts

@@ -1,3 +1,5 @@
+import { YAxisCategoryNames } from './constants';
+
 export interface YAxisUnitSelectorProps {
 	value: string | undefined;
 	onChange: (value: UniversalYAxisUnit) => void;
@@ -669,7 +671,7 @@ export interface UnitFamilyConfig {
 }
 
 export interface YAxisCategory {
-	name: string;
+	name: YAxisCategoryNames;
 	units: {
 		name: string;
 		id: UniversalYAxisUnit;

frontend/src/container/AppLayout/index.tsx

@@ -117,7 +117,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 	const [showSlowApiWarning, setShowSlowApiWarning] = useState(false);
 	const [slowApiWarningShown, setSlowApiWarningShown] = useState(false);
 
-	const { latestVersion } = useSelector<AppState, AppReducer>(
+	const { currentVersion } = useSelector<AppState, AppReducer>(
 		(state) => state.app,
 	);
 
@@ -213,9 +213,9 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 		},
 		{
 			queryFn: (): Promise<SuccessResponse<ChangelogSchema> | ErrorResponse> =>
-				getChangelogByVersion(latestVersion, changelogForTenant),
-			queryKey: ['getChangelogByVersion', latestVersion, changelogForTenant],
-			enabled: isLoggedIn && Boolean(latestVersion),
+				getChangelogByVersion(currentVersion, changelogForTenant),
+			queryKey: ['getChangelogByVersion', currentVersion, changelogForTenant],
+			enabled: isLoggedIn && Boolean(currentVersion),
 		},
 	]);
 
@@ -226,7 +226,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 			!changelog &&
 			!getChangelogByVersionResponse.isLoading &&
 			isLoggedIn &&
-			Boolean(latestVersion)
+			Boolean(currentVersion)
 		) {
 			getChangelogByVersionResponse.refetch();
 		}
@@ -237,9 +237,9 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 		let timer: ReturnType<typeof setTimeout>;
 		if (
 			isCloudUserVal &&
-			Boolean(latestVersion) &&
+			Boolean(currentVersion) &&
 			seenChangelogVersion != null &&
-			latestVersion !== seenChangelogVersion &&
+			currentVersion !== seenChangelogVersion &&
 			daysSinceAccountCreation > MIN_ACCOUNT_AGE_FOR_CHANGELOG && // Show to only users older than 2 weeks
 			!isWorkspaceAccessRestricted
 		) {
@@ -255,7 +255,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 		// eslint-disable-next-line react-hooks/exhaustive-deps
 	}, [
 		isCloudUserVal,
-		latestVersion,
+		currentVersion,
 		seenChangelogVersion,
 		toggleChangelogModal,
 		isWorkspaceAccessRestricted,

frontend/src/container/DashboardContainer/DashboardVariablesSelection/DashboardVariableSelection.tsx

@@ -9,6 +9,7 @@ import {
 import useVariablesFromUrl from 'hooks/dashboard/useVariablesFromUrl';
 import { useDashboard } from 'providers/Dashboard/Dashboard';
 import { initializeDefaultVariables } from 'providers/Dashboard/initializeDefaultVariables';
+import { updateDashboardVariablesStore } from 'providers/Dashboard/store/dashboardVariables/dashboardVariablesStore';
 import {
 	enqueueDescendantsOfVariable,
 	enqueueFetchOfAllVariables,
@@ -31,6 +32,9 @@ function DashboardVariableSelection(): JSX.Element | null {
 	const { updateUrlVariable, getUrlVariables } = useVariablesFromUrl();
 
 	const { dashboardVariables } = useDashboardVariables();
+	const dashboardId = useDashboardVariablesSelector(
+		(state) => state.dashboardId,
+	);
 	const sortedVariablesArray = useDashboardVariablesSelector(
 		(state) => state.sortedVariablesArray,
 	);
@@ -96,6 +100,28 @@ function DashboardVariableSelection(): JSX.Element | null {
 				updateUrlVariable(name || id, value);
 			}
 
+			// Synchronously update the external store with the new variable value so that
+			// child variables see the updated parent value when they refetch, rather than
+			// waiting for setSelectedDashboard → useEffect → updateDashboardVariablesStore.
+			const updatedVariables = { ...dashboardVariables };
+			if (updatedVariables[id]) {
+				updatedVariables[id] = {
+					...updatedVariables[id],
+					selectedValue: value,
+					allSelected,
+					haveCustomValuesSelected,
+				};
+			}
+			if (updatedVariables[name]) {
+				updatedVariables[name] = {
+					...updatedVariables[name],
+					selectedValue: value,
+					allSelected,
+					haveCustomValuesSelected,
+				};
+			}
+			updateDashboardVariablesStore({ dashboardId, variables: updatedVariables });
+
 			setSelectedDashboard((prev) => {
 				if (prev) {
 					const oldVariables = { ...prev?.data.variables };
@@ -130,10 +156,12 @@ function DashboardVariableSelection(): JSX.Element | null {
 				return prev;
 			});
 
-			// Cascade: enqueue query-type descendants for refetching
+			// Cascade: enqueue query-type descendants for refetching.
+			// Safe to call synchronously now that the store already has the updated value.
 			enqueueDescendantsOfVariable(name);
 		},
 		[
+			dashboardId,
 			dashboardVariables,
 			updateLocalStorageDashboardVariables,
 			updateUrlVariable,

frontend/src/container/DashboardContainer/DashboardVariablesSelection/QueryVariableInput.tsx

@@ -5,7 +5,7 @@ import dashboardVariablesQuery from 'api/dashboard/variables/dashboardVariablesQ
 import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
 import { useVariableFetchState } from 'hooks/dashboard/useVariableFetchState';
 import sortValues from 'lib/dashboardVariables/sortVariableValues';
-import { isArray, isEmpty, isString } from 'lodash-es';
+import { isArray, isEmpty } from 'lodash-es';
 import { AppState } from 'store/reducers';
 import { VariableResponseProps } from 'types/api/dashboard/variables/query';
 import { GlobalReducer } from 'types/reducer/globalTime';
@@ -54,7 +54,7 @@ function QueryVariableInput({
 		onChange,
 		onDropdownVisibleChange,
 		handleClear,
-		applyDefaultIfNeeded,
+		getDefaultValue,
 	} = useDashboardVariableSelectHelper({
 		variableData,
 		optionsData,
@@ -68,81 +68,93 @@ function QueryVariableInput({
 			try {
 				setErrorMessage(null);
 
+				// This is just a check given the previously undefined typed name prop. Not significant
+				// This will be changed when we change the schema
+				// TODO: @AshwinBhatkal Perses
+				if (!variableData.name) {
+					return;
+				}
+
+				// if the response is not an array, premature return
 				if (
-					variablesRes?.variableValues &&
-					Array.isArray(variablesRes?.variableValues)
+					!variablesRes?.variableValues ||
+					!Array.isArray(variablesRes?.variableValues)
 				) {
-					const newOptionsData = sortValues(
-						variablesRes?.variableValues,
-						variableData.sort,
+					return;
+				}
+
+				const sortedNewOptions = sortValues(
+					variablesRes.variableValues,
+					variableData.sort,
+				);
+				const sortedOldOptions = sortValues(optionsData, variableData.sort);
+
+				// if options are the same as before, no need to update state or check for selected value validity
+				// ! selectedValue needs to be set in the first pass though, as options are initially empty array and we need to apply default if needed
+				// Expecatation is that when oldOptions are not empty, then there is always some selectedValue
+				if (areArraysEqual(sortedNewOptions, sortedOldOptions)) {
+					return;
+				}
+
+				setOptionsData(sortedNewOptions);
+
+				let isSelectedValueMissingInNewOptions = false;
+
+				// Check if currently selected value(s) are present in the new options list
+				if (isArray(variableData.selectedValue)) {
+					isSelectedValueMissingInNewOptions = variableData.selectedValue.some(
+						(val) => !sortedNewOptions.includes(val),
 					);
+				} else if (
+					variableData.selectedValue &&
+					!sortedNewOptions.includes(variableData.selectedValue)
+				) {
+					isSelectedValueMissingInNewOptions = true;
+				}
 
-					const oldOptionsData = sortValues(optionsData, variableData.sort) as never;
+				// If multi-select with ALL option enabled, and ALL is currently selected, we want to maintain that state and select all new options
+				// This block does not depend on selected value because of ALL and also because we would only come here if options are different from the previous
+				if (
+					variableData.multiSelect &&
+					variableData.showALLOption &&
+					variableData.allSelected &&
+					isSelectedValueMissingInNewOptions
+				) {
+					onValueUpdate(variableData.name, variableData.id, sortedNewOptions, true);
 
-					if (!areArraysEqual(newOptionsData, oldOptionsData)) {
-						let valueNotInList = false;
+					// Update tempSelection to maintain ALL state when dropdown is open
+					if (tempSelection !== undefined) {
+						setTempSelection(sortedNewOptions.map((option) => option.toString()));
+					}
+					return;
+				}
 
-						if (isArray(variableData.selectedValue)) {
-							variableData.selectedValue.forEach((val) => {
-								if (!newOptionsData.includes(val)) {
-									valueNotInList = true;
-								}
-							});
-						} else if (
-							isString(variableData.selectedValue) &&
-							!newOptionsData.includes(variableData.selectedValue)
-						) {
-							valueNotInList = true;
-						}
+				const value = variableData.selectedValue;
+				let allSelected = false;
 
-						if (variableData.name && (valueNotInList || variableData.allSelected)) {
-							if (
-								variableData.allSelected &&
-								variableData.multiSelect &&
-								variableData.showALLOption
-							) {
-								if (
-									variableData.name &&
-									variableData.id &&
-									!isEmpty(variableData.selectedValue)
-								) {
-									onValueUpdate(
-										variableData.name,
-										variableData.id,
-										newOptionsData,
-										true,
-									);
-								}
+				if (variableData.multiSelect) {
+					const { selectedValue } = variableData;
+					allSelected =
+						sortedNewOptions.length > 0 &&
+						Array.isArray(selectedValue) &&
+						sortedNewOptions.every((option) => selectedValue.includes(option));
+				}
 
-								// Update tempSelection to maintain ALL state when dropdown is open
-								if (tempSelection !== undefined) {
-									setTempSelection(newOptionsData.map((option) => option.toString()));
-								}
-							} else {
-								const value = variableData.selectedValue;
-								let allSelected = false;
-
-								if (variableData.multiSelect) {
-									const { selectedValue } = variableData;
-									allSelected =
-										newOptionsData.length > 0 &&
-										Array.isArray(selectedValue) &&
-										newOptionsData.every((option) => selectedValue.includes(option));
-								}
-
-								if (
-									variableData.name &&
-									variableData.id &&
-									!isEmpty(variableData.selectedValue)
-								) {
-									onValueUpdate(variableData.name, variableData.id, value, allSelected);
-								}
-							}
-						}
-
-						setOptionsData(newOptionsData);
-						// Apply default if no value is selected (e.g., new variable, first load)
-						applyDefaultIfNeeded(newOptionsData);
+				if (
+					variableData.name &&
+					variableData.id &&
+					!isEmpty(variableData.selectedValue)
+				) {
+					onValueUpdate(variableData.name, variableData.id, value, allSelected);
+				} else {
+					const defaultValue = getDefaultValue(sortedNewOptions);
+					if (defaultValue !== undefined) {
+						onValueUpdate(
+							variableData.name,
+							variableData.id,
+							defaultValue,
+							allSelected,
+						);
 					}
 				}
 			} catch (e) {
@@ -155,7 +167,7 @@ function QueryVariableInput({
 			onValueUpdate,
 			tempSelection,
 			setTempSelection,
-			applyDefaultIfNeeded,
+			getDefaultValue,
 		],
 	);
 

frontend/src/container/DashboardContainer/DashboardVariablesSelection/__test__/DashboardVariableSelection.test.tsx

@@ -1,5 +1,6 @@
 /* eslint-disable sonarjs/no-duplicate-string */
 import { act, render } from '@testing-library/react';
+import * as dashboardVariablesStoreModule from 'providers/Dashboard/store/dashboardVariables/dashboardVariablesStore';
 import {
 	dashboardVariablesStore,
 	setDashboardVariablesStore,
@@ -10,6 +11,7 @@ import {
 	IDashboardVariablesStoreState,
 } from 'providers/Dashboard/store/dashboardVariables/dashboardVariablesStoreTypes';
 import {
+	enqueueDescendantsOfVariable,
 	enqueueFetchOfAllVariables,
 	initializeVariableFetchStore,
 } from 'providers/Dashboard/store/variableFetchStore';
@@ -17,6 +19,17 @@ import { IDashboardVariable } from 'types/api/dashboard/getAll';
 
 import DashboardVariableSelection from '../DashboardVariableSelection';
 
+// Mutable container to capture the onValueUpdate callback from VariableItem
+const mockVariableItemCallbacks: {
+	onValueUpdate?: (
+		name: string,
+		id: string,
+		value: IDashboardVariable['selectedValue'],
+		allSelected: boolean,
+		haveCustomValuesSelected?: boolean,
+	) => void;
+} = {};
+
 // Mock providers/Dashboard/Dashboard
 const mockSetSelectedDashboard = jest.fn();
 const mockUpdateLocalStorageDashboardVariables = jest.fn();
@@ -56,10 +69,14 @@ jest.mock('react-redux', () => ({
 	useSelector: jest.fn().mockReturnValue({ minTime: 1000, maxTime: 2000 }),
 }));
 
-// Mock VariableItem to avoid rendering complexity
+// VariableItem mock captures the onValueUpdate prop for use in onValueUpdate tests
 jest.mock('../VariableItem', () => ({
 	__esModule: true,
-	default: (): JSX.Element => <div data-testid="variable-item" />,
+	// eslint-disable-next-line @typescript-eslint/no-explicit-any
+	default: (props: any): JSX.Element => {
+		mockVariableItemCallbacks.onValueUpdate = props.onValueUpdate;
+		return <div data-testid="variable-item" />;
+	},
 }));
 
 function createVariable(
@@ -200,4 +217,162 @@ describe('DashboardVariableSelection', () => {
 		expect(initializeVariableFetchStore).not.toHaveBeenCalled();
 		expect(enqueueFetchOfAllVariables).not.toHaveBeenCalled();
 	});
+
+	describe('onValueUpdate', () => {
+		let updateStoreSpy: jest.SpyInstance;
+
+		beforeEach(() => {
+			resetStore();
+			jest.clearAllMocks();
+			// Real implementation pass-through — we just want to observe calls
+			updateStoreSpy = jest.spyOn(
+				dashboardVariablesStoreModule,
+				'updateDashboardVariablesStore',
+			);
+		});
+
+		afterEach(() => {
+			updateStoreSpy.mockRestore();
+		});
+
+		it('updates dashboardVariablesStore synchronously before enqueueDescendantsOfVariable', () => {
+			setDashboardVariablesStore({
+				dashboardId: 'dash-1',
+				variables: {
+					env: createVariable({ name: 'env', id: 'env-id', order: 0 }),
+				},
+			});
+
+			render(<DashboardVariableSelection />);
+
+			const callOrder: string[] = [];
+			updateStoreSpy.mockImplementation(() => {
+				callOrder.push('updateDashboardVariablesStore');
+			});
+			(enqueueDescendantsOfVariable as jest.Mock).mockImplementation(() => {
+				callOrder.push('enqueueDescendantsOfVariable');
+			});
+
+			act(() => {
+				mockVariableItemCallbacks.onValueUpdate?.(
+					'env',
+					'env-id',
+					'production',
+					false,
+				);
+			});
+
+			expect(callOrder).toEqual([
+				'updateDashboardVariablesStore',
+				'enqueueDescendantsOfVariable',
+			]);
+		});
+
+		it('passes updated variable value to dashboardVariablesStore', () => {
+			setDashboardVariablesStore({
+				dashboardId: 'dash-1',
+				variables: {
+					env: createVariable({
+						name: 'env',
+						id: 'env-id',
+						order: 0,
+						selectedValue: 'staging',
+					}),
+				},
+			});
+
+			render(<DashboardVariableSelection />);
+
+			// Clear spy calls that happened during setup/render
+			updateStoreSpy.mockClear();
+
+			act(() => {
+				mockVariableItemCallbacks.onValueUpdate?.(
+					'env',
+					'env-id',
+					'production',
+					false,
+				);
+			});
+
+			expect(updateStoreSpy).toHaveBeenCalledWith(
+				expect.objectContaining({
+					dashboardId: 'dash-1',
+					variables: expect.objectContaining({
+						env: expect.objectContaining({
+							selectedValue: 'production',
+							allSelected: false,
+						}),
+					}),
+				}),
+			);
+		});
+
+		it('calls enqueueDescendantsOfVariable synchronously without a timer', () => {
+			jest.useFakeTimers();
+
+			setDashboardVariablesStore({
+				dashboardId: 'dash-1',
+				variables: {
+					env: createVariable({ name: 'env', id: 'env-id', order: 0 }),
+				},
+			});
+
+			render(<DashboardVariableSelection />);
+
+			act(() => {
+				mockVariableItemCallbacks.onValueUpdate?.(
+					'env',
+					'env-id',
+					'production',
+					false,
+				);
+			});
+
+			// Must be called immediately — no timer advancement needed
+			expect(enqueueDescendantsOfVariable).toHaveBeenCalledWith('env');
+
+			jest.useRealTimers();
+		});
+
+		it('propagates allSelected and haveCustomValuesSelected to the store', () => {
+			setDashboardVariablesStore({
+				dashboardId: 'dash-1',
+				variables: {
+					env: createVariable({
+						name: 'env',
+						id: 'env-id',
+						order: 0,
+						multiSelect: true,
+						showALLOption: true,
+					}),
+				},
+			});
+
+			render(<DashboardVariableSelection />);
+			updateStoreSpy.mockClear();
+
+			act(() => {
+				mockVariableItemCallbacks.onValueUpdate?.(
+					'env',
+					'env-id',
+					['production', 'staging'],
+					true,
+					false,
+				);
+			});
+
+			expect(updateStoreSpy).toHaveBeenCalledWith(
+				expect.objectContaining({
+					variables: expect.objectContaining({
+						env: expect.objectContaining({
+							selectedValue: ['production', 'staging'],
+							allSelected: true,
+							haveCustomValuesSelected: false,
+						}),
+					}),
+				}),
+			);
+		});
+	});
 });

frontend/src/container/DashboardContainer/DashboardVariablesSelection/__test__/QueryVariableInput.test.tsx

@@ -0,0 +1,275 @@
+/* eslint-disable sonarjs/no-duplicate-string */
+import { QueryClient, QueryClientProvider } from 'react-query';
+import { act, render, waitFor } from '@testing-library/react';
+import dashboardVariablesQuery from 'api/dashboard/variables/dashboardVariablesQuery';
+import { variableFetchStore } from 'providers/Dashboard/store/variableFetchStore';
+import { IDashboardVariable } from 'types/api/dashboard/getAll';
+
+import QueryVariableInput from '../QueryVariableInput';
+
+jest.mock('api/dashboard/variables/dashboardVariablesQuery');
+
+jest.mock('react-redux', () => ({
+	...jest.requireActual('react-redux'),
+	useSelector: jest.fn().mockReturnValue({ minTime: 1000, maxTime: 2000 }),
+}));
+
+function createTestQueryClient(): QueryClient {
+	return new QueryClient({
+		defaultOptions: {
+			queries: { retry: false, refetchOnWindowFocus: false },
+		},
+	});
+}
+
+function Wrapper({
+	children,
+	queryClient,
+}: {
+	children: React.ReactNode;
+	queryClient: QueryClient;
+}): JSX.Element {
+	return (
+		<QueryClientProvider client={queryClient}>{children}</QueryClientProvider>
+	);
+}
+
+function createVariable(
+	overrides: Partial<IDashboardVariable> = {},
+): IDashboardVariable {
+	return {
+		id: 'env-id',
+		name: 'env',
+		description: '',
+		type: 'QUERY',
+		sort: 'DISABLED',
+		showALLOption: false,
+		multiSelect: false,
+		order: 0,
+		queryValue: 'SELECT env FROM table',
+		...overrides,
+	};
+}
+
+/** Put the named variable into 'loading' state so useQuery fires on mount */
+function setVariableLoading(name: string): void {
+	variableFetchStore.update((draft) => {
+		draft.states[name] = 'loading';
+		draft.cycleIds[name] = (draft.cycleIds[name] || 0) + 1;
+	});
+}
+
+function resetFetchStore(): void {
+	variableFetchStore.set(() => ({
+		states: {},
+		lastUpdated: {},
+		cycleIds: {},
+	}));
+}
+
+describe('QueryVariableInput - getOptions logic', () => {
+	const mockOnValueUpdate = jest.fn();
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+		resetFetchStore();
+	});
+
+	afterEach(() => {
+		resetFetchStore();
+	});
+
+	it('applies default value (first option) when selectedValue is empty on first load', async () => {
+		(dashboardVariablesQuery as jest.Mock).mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: ['production', 'staging', 'dev'] },
+		});
+
+		const variable = createVariable({ selectedValue: undefined });
+		setVariableLoading('env');
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		await waitFor(() => {
+			expect(mockOnValueUpdate).toHaveBeenCalledWith(
+				'env',
+				'env-id',
+				'production', // first option by default
+				false,
+			);
+		});
+	});
+
+	it('keeps existing selectedValue when it is present in new options', async () => {
+		(dashboardVariablesQuery as jest.Mock).mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: ['production', 'staging'] },
+		});
+
+		const variable = createVariable({ selectedValue: 'staging' });
+		setVariableLoading('env');
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		await waitFor(() => {
+			expect(mockOnValueUpdate).toHaveBeenCalledWith(
+				'env',
+				'env-id',
+				'staging',
+				false,
+			);
+		});
+	});
+
+	it('selects all new options when allSelected=true and value is missing from new options', async () => {
+		(dashboardVariablesQuery as jest.Mock).mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: ['production', 'staging'] },
+		});
+
+		const variable = createVariable({
+			selectedValue: ['old-env'],
+			allSelected: true,
+			multiSelect: true,
+			showALLOption: true,
+		});
+		setVariableLoading('env');
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		await waitFor(() => {
+			expect(mockOnValueUpdate).toHaveBeenCalledWith(
+				'env',
+				'env-id',
+				['production', 'staging'],
+				true,
+			);
+		});
+	});
+
+	it('does not call onValueUpdate a second time when options have not changed', async () => {
+		const mockQueryFn = jest.fn().mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: ['production', 'staging'] },
+		});
+		(dashboardVariablesQuery as jest.Mock).mockImplementation(mockQueryFn);
+
+		const variable = createVariable({ selectedValue: 'production' });
+		setVariableLoading('env');
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		// Wait for first fetch and onValueUpdate call
+		await waitFor(() => {
+			expect(mockOnValueUpdate).toHaveBeenCalledTimes(1);
+		});
+
+		mockOnValueUpdate.mockClear();
+
+		// Trigger a second fetch cycle with the same API response
+		act(() => {
+			variableFetchStore.update((draft) => {
+				draft.states['env'] = 'revalidating';
+				draft.cycleIds['env'] = (draft.cycleIds['env'] || 0) + 1;
+			});
+		});
+
+		// Wait for second query to fire
+		await waitFor(() => {
+			expect(mockQueryFn).toHaveBeenCalledTimes(2);
+		});
+
+		// Options are unchanged, so onValueUpdate must not fire again
+		expect(mockOnValueUpdate).not.toHaveBeenCalled();
+	});
+
+	it('does not call onValueUpdate when API returns a non-array response', async () => {
+		(dashboardVariablesQuery as jest.Mock).mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: null },
+		});
+
+		const variable = createVariable({ selectedValue: 'production' });
+		setVariableLoading('env');
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		await waitFor(() => {
+			expect(dashboardVariablesQuery).toHaveBeenCalled();
+		});
+
+		expect(mockOnValueUpdate).not.toHaveBeenCalled();
+	});
+
+	it('does not fire the query when variableData.name is empty', () => {
+		(dashboardVariablesQuery as jest.Mock).mockResolvedValue({
+			statusCode: 200,
+			payload: { variableValues: ['production'] },
+		});
+
+		// Variable with no name — useVariableFetchState will be called with ''
+		// and the query key will have an empty name, leaving it disabled
+		const variable = createVariable({ name: '' });
+		// Note: we do NOT put it in 'loading' state since name is empty
+		// (no variableFetchStore entry for '' means isVariableFetching=false)
+
+		const queryClient = createTestQueryClient();
+		render(
+			<Wrapper queryClient={queryClient}>
+				<QueryVariableInput
+					variableData={variable}
+					existingVariables={{ 'env-id': variable }}
+					onValueUpdate={mockOnValueUpdate}
+				/>
+			</Wrapper>,
+		);
+
+		expect(dashboardVariablesQuery).not.toHaveBeenCalled();
+		expect(mockOnValueUpdate).not.toHaveBeenCalled();
+	});
+});

frontend/src/container/DashboardContainer/DashboardVariablesSelection/useDashboardVariableSelectHelper.ts

@@ -46,6 +46,9 @@ interface UseDashboardVariableSelectHelperReturn {
 	applyDefaultIfNeeded: (
 		overrideOptions?: (string | number | boolean)[],
 	) => void;
+	getDefaultValue: (
+		overrideOptions?: (string | number | boolean)[],
+	) => string | string[] | undefined;
 }
 
 // eslint-disable-next-line sonarjs/cognitive-complexity
@@ -248,5 +251,6 @@ export function useDashboardVariableSelectHelper({
 		defaultValue,
 		onChange,
 		applyDefaultIfNeeded,
+		getDefaultValue,
 	};
 }

frontend/src/container/ExplorerOptions/ExplorerOptions.tsx

@@ -172,23 +172,51 @@ function ExplorerOptions({
 	const { user } = useAppContext();
 
 	const handleConditionalQueryModification = useCallback(
+		// eslint-disable-next-line sonarjs/cognitive-complexity
 		(defaultQuery: Query | null): string => {
 			const queryToUse = defaultQuery || query;
+			if (!queryToUse) {
+				throw new Error('No query provided');
+			}
 			if (
 				queryToUse?.builder?.queryData?.[0]?.aggregateOperator !==
-				StringOperators.NOOP
+					StringOperators.NOOP &&
+				sourcepage !== DataSource.LOGS
 			) {
 				return JSON.stringify(queryToUse);
 			}
 
-			// Modify aggregateOperator to count, as noop is not supported in alerts
+			// Convert NOOP to COUNT for alerts and strip orderBy for logs
 			const modifiedQuery = cloneDeep(queryToUse);
+			if (modifiedQuery && modifiedQuery.builder?.queryData) {
+				modifiedQuery.builder.queryData = modifiedQuery.builder.queryData.map(
+					(item) => {
+						const updatedItem = { ...item };
 
-			modifiedQuery.builder.queryData[0].aggregateOperator = StringOperators.COUNT;
+						if (updatedItem.aggregateOperator === StringOperators.NOOP) {
+							updatedItem.aggregateOperator = StringOperators.COUNT;
+						}
 
-			return JSON.stringify(modifiedQuery);
+						// Alerts do not support order by on logs explorer queries
+						if (sourcepage === DataSource.LOGS && panelType === PANEL_TYPES.LIST) {
+							updatedItem.orderBy = [];
+						}
+
+						return updatedItem;
+					},
+				);
+			}
+
+			try {
+				return JSON.stringify(modifiedQuery);
+			} catch (err) {
+				throw new Error(
+					'Failed to stringify modified query: ' +
+						(err instanceof Error ? err.message : String(err)),
+				);
+			}
 		},
-		[query],
+		[panelType, query, sourcepage],
 	);
 
 	const onCreateAlertsHandler = useCallback(
@@ -757,9 +785,9 @@ function ExplorerOptions({
 		);
 	}, [
 		disabled,
+		query,
 		isOneChartPerQuery,
 		onCreateAlertsHandler,
-		query,
 		splitedQueries,
 	]);
 

frontend/src/container/ExplorerOptions/__tests__/ExplorerOptionWrapper.test.tsx

@@ -1,3 +1,4 @@
+import { useHistory } from 'react-router-dom';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import { MOCK_QUERY } from 'container/QueryTable/Drilldown/__tests__/mockTableData';
 import { useUpdateDashboard } from 'hooks/dashboard/useUpdateDashboard';
@@ -15,6 +16,11 @@ import { getExplorerToolBarVisibility } from '../utils';
 // Mock dependencies
 jest.mock('hooks/dashboard/useUpdateDashboard');
 
+jest.mock('react-router-dom', () => ({
+	...jest.requireActual('react-router-dom'),
+	useHistory: jest.fn(),
+}));
+
 jest.mock('../utils', () => ({
 	getExplorerToolBarVisibility: jest.fn(),
 	generateRGBAFromHex: jest.fn(() => 'rgba(0, 0, 0, 0.08)'),
@@ -29,6 +35,7 @@ const mockGetExplorerToolBarVisibility = jest.mocked(
 );
 
 const mockUseUpdateDashboard = jest.mocked(useUpdateDashboard);
+const mockUseHistory = jest.mocked(useHistory);
 
 // Mock data
 const TEST_QUERY_ID = 'test-query-id';
@@ -103,7 +110,6 @@ describe('ExplorerOptionWrapper', () => {
 	beforeEach(() => {
 		jest.clearAllMocks();
 		mockGetExplorerToolBarVisibility.mockReturnValue(true);
-
 		// Mock useUpdateDashboard to return a mutation object
 		mockUseUpdateDashboard.mockReturnValue(({
 			mutate: jest.fn(),
@@ -117,6 +123,28 @@ describe('ExplorerOptionWrapper', () => {
 		} as unknown) as ReturnType<typeof useUpdateDashboard>);
 	});
 
+	it('should navigate to alert creation page when "Create an Alert" is clicked in logs-explorer', async () => {
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		const mockPush = jest.fn();
+		mockUseHistory.mockReturnValue(({
+			push: mockPush,
+		} as unknown) as ReturnType<typeof useHistory>);
+
+		renderExplorerOptionWrapper({ sourcepage: DataSource.LOGS });
+
+		const createAlertButton = screen.getByRole('button', {
+			name: 'Create an Alert',
+		});
+		await user.click(createAlertButton);
+
+		expect(mockPush).toHaveBeenCalledTimes(1);
+		const calledWith = mockPush.mock.calls[0][0] as string;
+		const [path, search = ''] = calledWith.split('?');
+		expect(path).toBe('/alerts/new');
+		const params = new URLSearchParams(search);
+		expect(params.has('compositeQuery')).toBe(true);
+	});
+
 	describe('onExport functionality', () => {
 		it('should call onExport when New Dashboard button is clicked in export modal', async () => {
 			const user = userEvent.setup({ pointerEventsCheck: 0 });

frontend/src/container/LogDetailedView/BodyTitleRenderer.tsx

@@ -121,9 +121,23 @@ function BodyTitleRenderer({
 	return (
 		<TitleWrapper onClick={handleNodeClick}>
 			{typeof value !== 'object' && (
-				<Dropdown menu={menu} trigger={['click']}>
-					<SettingOutlined style={{ marginRight: 8 }} className="hover-reveal" />
-				</Dropdown>
+				<span
+					onClick={(e): void => {
+						e.stopPropagation();
+						e.preventDefault();
+					}}
+					onMouseDown={(e): void => e.preventDefault()}
+				>
+					<Dropdown
+						menu={menu}
+						trigger={['click']}
+						dropdownRender={(originNode): React.ReactNode => (
+							<div data-log-detail-ignore="true">{originNode}</div>
+						)}
+					>
+						<SettingOutlined style={{ marginRight: 8 }} className="hover-reveal" />
+					</Dropdown>
+				</span>
 			)}
 			{title.toString()}{' '}
 			{!parentIsArray && typeof value !== 'object' && (

frontend/src/container/LogDetailedView/FieldRenderer.tsx

@@ -13,7 +13,7 @@ function FieldRenderer({ field }: FieldRendererProps): JSX.Element {
 		<span className="field-renderer-container">
 			{dataType && newField && logType ? (
 				<>
-					<Tooltip placement="left" title={newField}>
+					<Tooltip placement="left" title={newField} mouseLeaveDelay={0}>
 						<Typography.Text ellipsis className="label">
 							{newField}{' '}
 						</Typography.Text>

frontend/src/container/LogDetailedView/Overview.tsx

@@ -46,7 +46,7 @@ function Overview({
 	handleChangeSelectedView,
 }: Props): JSX.Element {
 	const [isWrapWord, setIsWrapWord] = useState<boolean>(true);
-	const [isSearchVisible, setIsSearchVisible] = useState<boolean>(false);
+	const [isSearchVisible, setIsSearchVisible] = useState<boolean>(true);
 	const [isAttributesExpanded, setIsAttributesExpanded] = useState<boolean>(
 		true,
 	);

frontend/src/container/LogDetailedView/TableView.tsx

@@ -245,7 +245,7 @@ function TableView({
 							<Typography.Text>{renderedField}</Typography.Text>
 
 							{traceId && (
-								<Tooltip title="Inspect in Trace">
+								<Tooltip title="Inspect in Trace" mouseLeaveDelay={0}>
 									<Button
 										className="periscope-btn"
 										onClick={(

frontend/src/container/LogsExplorerChart/__tests__/frequencyGraphColor.test.ts

@@ -0,0 +1,34 @@
+import { Color } from '@signozhq/design-tokens';
+
+import { getColorsForSeverityLabels, isRedLike } from '../utils';
+
+describe('getColorsForSeverityLabels', () => {
+	it('should return slate for blank labels', () => {
+		expect(getColorsForSeverityLabels('', 0)).toBe(Color.BG_SLATE_300);
+		expect(getColorsForSeverityLabels('   ', 0)).toBe(Color.BG_SLATE_300);
+	});
+
+	it('should return correct colors for known severity variants', () => {
+		expect(getColorsForSeverityLabels('INFO', 0)).toBe(Color.BG_ROBIN_600);
+		expect(getColorsForSeverityLabels('ERROR', 0)).toBe(Color.BG_CHERRY_600);
+		expect(getColorsForSeverityLabels('WARN', 0)).toBe(Color.BG_AMBER_600);
+		expect(getColorsForSeverityLabels('DEBUG', 0)).toBe(Color.BG_AQUA_600);
+		expect(getColorsForSeverityLabels('TRACE', 0)).toBe(Color.BG_FOREST_600);
+		expect(getColorsForSeverityLabels('FATAL', 0)).toBe(Color.BG_SAKURA_600);
+	});
+
+	it('should return non-red colors for unrecognized labels at any index', () => {
+		for (let i = 0; i < 30; i++) {
+			const color = getColorsForSeverityLabels('4', i);
+			expect(isRedLike(color)).toBe(false);
+		}
+	});
+
+	it('should return non-red colors for numeric severity text', () => {
+		const numericLabels = ['1', '2', '4', '9', '13', '17', '21'];
+		numericLabels.forEach((label) => {
+			const color = getColorsForSeverityLabels(label, 0);
+			expect(isRedLike(color)).toBe(false);
+		});
+	});
+});

frontend/src/container/LogsExplorerChart/utils.ts

@@ -1,7 +1,16 @@
 import { Color } from '@signozhq/design-tokens';
-import { themeColors } from 'constants/theme';
 import { colors } from 'lib/getRandomColor';
 
+// Function to determine if a color is "red-like" based on its RGB values
+export function isRedLike(hex: string): boolean {
+	const r = parseInt(hex.slice(1, 3), 16);
+	const g = parseInt(hex.slice(3, 5), 16);
+	const b = parseInt(hex.slice(5, 7), 16);
+	return r > 180 && r > g * 1.4 && r > b * 1.4;
+}
+
+const SAFE_FALLBACK_COLORS = colors.filter((c) => !isRedLike(c));
+
 const SEVERITY_VARIANT_COLORS: Record<string, string> = {
 	TRACE: Color.BG_FOREST_600,
 	Trace: Color.BG_FOREST_500,
@@ -67,8 +76,13 @@ export function getColorsForSeverityLabels(
 	label: string,
 	index: number,
 ): string {
-	// Check if we have a direct mapping for this severity variant
-	const variantColor = SEVERITY_VARIANT_COLORS[label.trim()];
+	const trimmed = label.trim();
+
+	if (!trimmed) {
+		return Color.BG_SLATE_300;
+	}
+
+	const variantColor = SEVERITY_VARIANT_COLORS[trimmed];
 	if (variantColor) {
 		return variantColor;
 	}
@@ -103,5 +117,8 @@ export function getColorsForSeverityLabels(
 		return Color.BG_SAKURA_500;
 	}
 
-	return colors[index % colors.length] || themeColors.red;
+	return (
+		SAFE_FALLBACK_COLORS[index % SAFE_FALLBACK_COLORS.length] ||
+		Color.BG_SLATE_400
+	);
 }

frontend/src/container/LogsExplorerList/InfinityTableView/index.tsx

@@ -111,23 +111,19 @@ const InfinityTable = forwardRef<TableVirtuosoHandle, InfinityTableProps>(
 		);
 
 		const itemContent = useCallback(
-			(index: number, log: Record<string, unknown>): JSX.Element => {
-				return (
-					<div key={log.id as string}>
-						<TableRow
-							tableColumns={tableColumns}
-							index={index}
-							log={log}
-							logs={tableViewProps.logs}
-							hasActions
-							fontSize={tableViewProps.fontSize}
-							onShowLogDetails={onSetActiveLog}
-							isActiveLog={activeLog?.id === log.id}
-							onClearActiveLog={onCloseActiveLog}
-						/>
-					</div>
-				);
-			},
+			(index: number, log: Record<string, unknown>): JSX.Element => (
+				<TableRow
+					tableColumns={tableColumns}
+					index={index}
+					log={log}
+					logs={tableViewProps.logs}
+					hasActions
+					fontSize={tableViewProps.fontSize}
+					onShowLogDetails={onSetActiveLog}
+					isActiveLog={activeLog?.id === log.id}
+					onClearActiveLog={onCloseActiveLog}
+				/>
+			),
 			[
 				tableColumns,
 				onSetActiveLog,

frontend/src/container/NewWidget/RightContainer/Threshold/__tests__/Threshold.test.tsx

@@ -18,8 +18,8 @@ jest.mock('lib/query/createTableColumnsFromQuery', () => ({
 jest.mock('container/NewWidget/utils', () => ({
 	unitOptions: jest.fn(() => [
 		{ value: 'none', label: 'None' },
-		{ value: 'percent', label: 'Percent' },
-		{ value: 'ms', label: 'Milliseconds' },
+		{ value: '%', label: 'Percent (0 - 100)' },
+		{ value: 'ms', label: 'Milliseconds (ms)' },
 	]),
 }));
 
@@ -39,7 +39,7 @@ const defaultProps = {
 	],
 	thresholdTableOptions: 'cpu_usage',
 	columnUnits: { cpu_usage: 'percent', memory_usage: 'bytes' },
-	yAxisUnit: 'percent',
+	yAxisUnit: '%',
 	moveThreshold: jest.fn(),
 };
 

frontend/src/container/NewWidget/RightContainer/YAxisUnitSelector.tsx

@@ -1,99 +0,0 @@
-import { Dispatch, SetStateAction, useEffect, useState } from 'react';
-import { AutoComplete, Input, Typography } from 'antd';
-import { find } from 'lodash-es';
-
-import { flattenedCategories } from './dataFormatCategories';
-
-const findCategoryById = (
-	searchValue: string,
-): Record<string, string> | undefined =>
-	find(flattenedCategories, (option) => option.id === searchValue);
-const findCategoryByName = (
-	searchValue: string,
-): Record<string, string> | undefined =>
-	find(flattenedCategories, (option) => option.name === searchValue);
-
-type OnSelectType = Dispatch<SetStateAction<string>> | ((val: string) => void);
-
-/**
- * @deprecated Use DashboardYAxisUnitSelectorWrapper instead.
- */
-function YAxisUnitSelector({
-	value,
-	onSelect,
-	fieldLabel,
-	handleClear,
-}: {
-	value: string;
-	onSelect: OnSelectType;
-	fieldLabel: string;
-	handleClear?: () => void;
-}): JSX.Element {
-	const [inputValue, setInputValue] = useState('');
-
-	// Sync input value with the actual value prop
-	useEffect(() => {
-		const category = findCategoryById(value);
-		setInputValue(category?.name || '');
-	}, [value]);
-
-	const onSelectHandler = (selectedValue: string): void => {
-		const category = findCategoryByName(selectedValue);
-		if (category) {
-			onSelect(category.id);
-			setInputValue(selectedValue);
-		}
-	};
-
-	const onChangeHandler = (inputValue: string): void => {
-		setInputValue(inputValue);
-		// Clear the yAxisUnit if input is empty or doesn't match any option
-		if (!inputValue) {
-			onSelect('');
-		}
-	};
-
-	const onClearHandler = (): void => {
-		setInputValue('');
-		onSelect('');
-		if (handleClear) {
-			handleClear();
-		}
-	};
-
-	const options = flattenedCategories.map((options) => ({
-		value: options.name,
-	}));
-
-	return (
-		<div className="y-axis-unit-selector">
-			<Typography.Text className="heading">{fieldLabel}</Typography.Text>
-			<AutoComplete
-				style={{ width: '100%' }}
-				rootClassName="y-axis-root-popover"
-				options={options}
-				allowClear
-				value={inputValue}
-				onChange={onChangeHandler}
-				onClear={onClearHandler}
-				onSelect={onSelectHandler}
-				filterOption={(inputValue, option): boolean => {
-					if (option) {
-						return (
-							option.value.toUpperCase().indexOf(inputValue.toUpperCase()) !== -1
-						);
-					}
-					return false;
-				}}
-			>
-				<Input placeholder="Unit" rootClassName="input" />
-			</AutoComplete>
-		</div>
-	);
-}
-
-export default YAxisUnitSelector;
-
-YAxisUnitSelector.defaultProps = {
-	handleClear: (): void => {},
-};

frontend/src/container/NewWidget/RightContainer/__tests__/YAxisUnitSelector.test.tsx

@@ -1,240 +0,0 @@
-/* eslint-disable sonarjs/no-duplicate-string */
-import { act } from 'react-dom/test-utils';
-import { render, screen, waitFor } from '@testing-library/react';
-import userEvent from '@testing-library/user-event';
-
-import YAxisUnitSelector from '../YAxisUnitSelector';
-
-// Mock the dataFormatCategories to have predictable test data
-jest.mock('../dataFormatCategories', () => ({
-	flattenedCategories: [
-		{ id: 'seconds', name: 'seconds (s)' },
-		{ id: 'milliseconds', name: 'milliseconds (ms)' },
-		{ id: 'hours', name: 'hours (h)' },
-		{ id: 'minutes', name: 'minutes (m)' },
-	],
-}));
-
-const MOCK_SECONDS = 'seconds';
-const MOCK_MILLISECONDS = 'milliseconds';
-
-describe('YAxisUnitSelector', () => {
-	const defaultProps = {
-		value: MOCK_SECONDS,
-		onSelect: jest.fn(),
-		fieldLabel: 'Y Axis Unit',
-		handleClear: jest.fn(),
-	};
-
-	let user: ReturnType<typeof userEvent.setup>;
-
-	beforeEach(() => {
-		jest.clearAllMocks();
-		user = userEvent.setup();
-	});
-
-	afterEach(() => {
-		jest.restoreAllMocks();
-	});
-
-	describe('Rendering (Read) & (write)', () => {
-		it('renders with correct field label', () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			expect(screen.getByText('Y Axis Unit')).toBeInTheDocument();
-			const input = screen.getByRole('combobox');
-
-			expect(input).toHaveValue('seconds (s)');
-		});
-
-		it('renders with custom field label', () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel="Custom Unit Label"
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			expect(screen.getByText('Custom Unit Label')).toBeInTheDocument();
-		});
-
-		it('displays empty input when value prop is empty', () => {
-			render(
-				<YAxisUnitSelector
-					value=""
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			expect(screen.getByDisplayValue('')).toBeInTheDocument();
-		});
-
-		it('shows placeholder text', () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			expect(screen.getByPlaceholderText('Unit')).toBeInTheDocument();
-		});
-
-		it('handles numeric input', async () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			await user.clear(input);
-			await user.type(input, '12345');
-			expect(input).toHaveValue('12345');
-		});
-
-		it('handles mixed content input', async () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			await user.clear(input);
-			await user.type(input, 'Test123!@#');
-			expect(input).toHaveValue('Test123!@#');
-		});
-	});
-
-	describe('State Management', () => {
-		it('syncs input value with value prop changes', async () => {
-			const { rerender } = render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			// Initial value
-			expect(input).toHaveValue('seconds (s)');
-
-			// Change value prop
-			rerender(
-				<YAxisUnitSelector
-					value={MOCK_MILLISECONDS}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-
-			await waitFor(() => {
-				expect(input).toHaveValue('milliseconds (ms)');
-			});
-		});
-
-		it('handles empty value prop correctly', async () => {
-			const { rerender } = render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			// Change to empty value
-			rerender(
-				<YAxisUnitSelector
-					value=""
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-
-			await waitFor(() => {
-				expect(input).toHaveValue('');
-			});
-		});
-
-		it('handles invalid value prop gracefully', async () => {
-			const { rerender } = render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			// Change to invalid value
-			rerender(
-				<YAxisUnitSelector
-					value="invalid_id"
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-
-			await waitFor(() => {
-				expect(input).toHaveValue('');
-			});
-		});
-
-		it('maintains local state during typing', async () => {
-			render(
-				<YAxisUnitSelector
-					value={defaultProps.value}
-					onSelect={defaultProps.onSelect}
-					fieldLabel={defaultProps.fieldLabel}
-					handleClear={defaultProps.handleClear}
-				/>,
-			);
-			const input = screen.getByRole('combobox');
-
-			// first clear then type
-			await user.clear(input);
-			await user.type(input, 'test');
-			expect(input).toHaveValue('test');
-
-			// Value prop change should not override local typing
-			await act(async () => {
-				// Simulate prop change
-				render(
-					<YAxisUnitSelector
-						value="bytes"
-						onSelect={defaultProps.onSelect}
-						fieldLabel={defaultProps.fieldLabel}
-						handleClear={defaultProps.handleClear}
-					/>,
-				);
-			});
-
-			// Local typing should be preserved
-			expect(input).toHaveValue('test');
-		});
-	});
-});

frontend/src/container/NewWidget/RightContainer/dataFormatCategories.ts

@@ -1,613 +1,53 @@
-import { flattenDeep } from 'lodash-es';
-
 import {
-	AccelerationFormats,
-	AngularFormats,
-	AreaFormats,
-	BooleanFormats,
-	CategoryNames,
-	ConcentrationFormats,
-	CurrencyFormats,
-	DataFormats,
-	DataRateFormats,
-	DataTypeCategories,
-	DatetimeFormats,
-	FlopsFormats,
-	FlowFormats,
-	ForceFormats,
-	HashRateFormats,
-	LengthFormats,
-	MassFormats,
-	MiscellaneousFormats,
-	PowerElectricalFormats,
-	PressureFormats,
-	RadiationFormats,
-	RotationSpeedFormats,
-	TemperatureFormats,
-	ThroughputFormats,
-	TimeFormats,
-	VelocityFormats,
-	VolumeFormats,
-} from './types';
+	UniversalUnitToGrafanaUnit,
+	YAxisCategoryNames,
+} from 'components/YAxisUnitSelector/constants';
+import { YAxisSource } from 'components/YAxisUnitSelector/types';
+import { getYAxisCategories } from 'components/YAxisUnitSelector/utils';
+import { convertValue } from 'lib/getConvertedValue';
 
-export const dataTypeCategories: DataTypeCategories = [
-	{
-		name: CategoryNames.Time,
-		formats: [
-			{ name: 'Hertz (1/s)', id: TimeFormats.Hertz },
-			{ name: 'nanoseconds (ns)', id: TimeFormats.Nanoseconds },
-			{ name: 'microseconds (µs)', id: TimeFormats.Microseconds },
-			{ name: 'milliseconds (ms)', id: TimeFormats.Milliseconds },
-			{ name: 'seconds (s)', id: TimeFormats.Seconds },
-			{ name: 'minutes (m)', id: TimeFormats.Minutes },
-			{ name: 'hours (h)', id: TimeFormats.Hours },
-			{ name: 'days (d)', id: TimeFormats.Days },
-			{ name: 'duration in ms (dtdurationms)', id: TimeFormats.DurationMs },
-			{ name: 'duration in s (dtdurations)', id: TimeFormats.DurationS },
-			{ name: 'duration in h:m:s (dthms)', id: TimeFormats.DurationHms },
-			{ name: 'duration in d:h:m:s (dtdhms)', id: TimeFormats.DurationDhms },
-			{ name: 'timeticks (timeticks)', id: TimeFormats.Timeticks },
-			{ name: 'clock in ms (clockms)', id: TimeFormats.ClockMs },
-			{ name: 'clock in s (clocks)', id: TimeFormats.ClockS },
-		],
-	},
-	{
-		name: CategoryNames.Throughput,
-		formats: [
-			{ name: 'counts/sec (cps)', id: ThroughputFormats.CountsPerSec },
-			{ name: 'ops/sec (ops)', id: ThroughputFormats.OpsPerSec },
-			{ name: 'requests/sec (reqps)', id: ThroughputFormats.RequestsPerSec },
-			{ name: 'reads/sec (rps)', id: ThroughputFormats.ReadsPerSec },
-			{ name: 'writes/sec (wps)', id: ThroughputFormats.WritesPerSec },
-			{ name: 'I/O operations/sec (iops)', id: ThroughputFormats.IOOpsPerSec },
-			{ name: 'counts/min (cpm)', id: ThroughputFormats.CountsPerMin },
-			{ name: 'ops/min (opm)', id: ThroughputFormats.OpsPerMin },
-			{ name: 'reads/min (rpm)', id: ThroughputFormats.ReadsPerMin },
-			{ name: 'writes/min (wpm)', id: ThroughputFormats.WritesPerMin },
-		],
-	},
-	{
-		name: CategoryNames.Data,
-		formats: [
-			{ name: 'bytes(IEC)', id: DataFormats.BytesIEC },
-			{ name: 'bytes(SI)', id: DataFormats.BytesSI },
-			{ name: 'bits(IEC)', id: DataFormats.BitsIEC },
-			{ name: 'bits(SI)', id: DataFormats.BitsSI },
-			{ name: 'kibibytes', id: DataFormats.KibiBytes },
-			{ name: 'kilobytes', id: DataFormats.KiloBytes },
-			{ name: 'mebibytes', id: DataFormats.MebiBytes },
-			{ name: 'megabytes', id: DataFormats.MegaBytes },
-			{ name: 'gibibytes', id: DataFormats.GibiBytes },
-			{ name: 'gigabytes', id: DataFormats.GigaBytes },
-			{ name: 'tebibytes', id: DataFormats.TebiBytes },
-			{ name: 'terabytes', id: DataFormats.TeraBytes },
-			{ name: 'pebibytes', id: DataFormats.PebiBytes },
-			{ name: 'petabytes', id: DataFormats.PetaBytes },
-		],
-	},
-	{
-		name: CategoryNames.DataRate,
-		formats: [
-			{ name: 'packets/sec', id: DataRateFormats.PacketsPerSec },
-			{ name: 'bytes/sec(IEC)', id: DataRateFormats.BytesPerSecIEC },
-			{ name: 'bytes/sec(SI)', id: DataRateFormats.BytesPerSecSI },
-			{ name: 'bits/sec(IEC)', id: DataRateFormats.BitsPerSecIEC },
-			{ name: 'bits/sec(SI)', id: DataRateFormats.BitsPerSecSI },
-			{ name: 'kibibytes/sec', id: DataRateFormats.KibiBytesPerSec },
-			{ name: 'kibibits/sec', id: DataRateFormats.KibiBitsPerSec },
-			{ name: 'kilobytes/sec', id: DataRateFormats.KiloBytesPerSec },
-			{ name: 'kilobits/sec', id: DataRateFormats.KiloBitsPerSec },
-			{ name: 'mebibytes/sec', id: DataRateFormats.MebiBytesPerSec },
-			{ name: 'mebibits/sec', id: DataRateFormats.MebiBitsPerSec },
-			{ name: 'megabytes/sec', id: DataRateFormats.MegaBytesPerSec },
-			{ name: 'megabits/sec', id: DataRateFormats.MegaBitsPerSec },
-			{ name: 'gibibytes/sec', id: DataRateFormats.GibiBytesPerSec },
-			{ name: 'gibibits/sec', id: DataRateFormats.GibiBitsPerSec },
-			{ name: 'gigabytes/sec', id: DataRateFormats.GigaBytesPerSec },
-			{ name: 'gigabits/sec', id: DataRateFormats.GigaBitsPerSec },
-			{ name: 'tebibytes/sec', id: DataRateFormats.TebiBytesPerSec },
-			{ name: 'tebibits/sec', id: DataRateFormats.TebiBitsPerSec },
-			{ name: 'terabytes/sec', id: DataRateFormats.TeraBytesPerSec },
-			{ name: 'terabits/sec', id: DataRateFormats.TeraBitsPerSec },
-			{ name: 'pebibytes/sec', id: DataRateFormats.PebiBytesPerSec },
-			{ name: 'pebibits/sec', id: DataRateFormats.PebiBitsPerSec },
-			{ name: 'petabytes/sec', id: DataRateFormats.PetaBytesPerSec },
-			{ name: 'petabits/sec', id: DataRateFormats.PetaBitsPerSec },
-		],
-	},
-	{
-		name: CategoryNames.HashRate,
-		formats: [
-			{ name: 'hashes/sec', id: HashRateFormats.HashesPerSec },
-			{ name: 'kilohashes/sec', id: HashRateFormats.KiloHashesPerSec },
-			{ name: 'megahashes/sec', id: HashRateFormats.MegaHashesPerSec },
-			{ name: 'gigahashes/sec', id: HashRateFormats.GigaHashesPerSec },
-			{ name: 'terahashes/sec', id: HashRateFormats.TeraHashesPerSec },
-			{ name: 'petahashes/sec', id: HashRateFormats.PetaHashesPerSec },
-			{ name: 'exahashes/sec', id: HashRateFormats.ExaHashesPerSec },
-		],
-	},
-	{
-		name: CategoryNames.Miscellaneous,
-		formats: [
-			{ name: 'none', id: MiscellaneousFormats.None },
-			{ name: 'String', id: MiscellaneousFormats.String },
-			{ name: 'short', id: MiscellaneousFormats.Short },
-			{ name: 'Percent (0-100)', id: MiscellaneousFormats.Percent },
-			{ name: 'Percent (0.0-1.0)', id: MiscellaneousFormats.PercentUnit },
-			{ name: 'Humidity (%H)', id: MiscellaneousFormats.Humidity },
-			{ name: 'Decibel', id: MiscellaneousFormats.Decibel },
-			{ name: 'Hexadecimal (0x)', id: MiscellaneousFormats.Hexadecimal0x },
-			{ name: 'Hexadecimal', id: MiscellaneousFormats.Hexadecimal },
-			{ name: 'Scientific notation', id: MiscellaneousFormats.ScientificNotation },
-			{ name: 'Locale format', id: MiscellaneousFormats.LocaleFormat },
-			{ name: 'Pixels', id: MiscellaneousFormats.Pixels },
-		],
-	},
-	{
-		name: CategoryNames.Acceleration,
-		formats: [
-			{ name: 'Meters/sec²', id: AccelerationFormats.MetersPerSecondSquared },
-			{ name: 'Feet/sec²', id: AccelerationFormats.FeetPerSecondSquared },
-			{ name: 'G unit', id: AccelerationFormats.GUnit },
-		],
-	},
-	{
-		name: CategoryNames.Angle,
-		formats: [
-			{ name: 'Degrees (°)', id: AngularFormats.Degree },
-			{ name: 'Radians', id: AngularFormats.Radian },
-			{ name: 'Gradian', id: AngularFormats.Gradian },
-			{ name: 'Arc Minutes', id: AngularFormats.ArcMinute },
-			{ name: 'Arc Seconds', id: AngularFormats.ArcSecond },
-		],
-	},
-	{
-		name: CategoryNames.Area,
-		formats: [
-			{ name: 'Square Meters (m²)', id: AreaFormats.SquareMeters },
-			{ name: 'Square Feet (ft²)', id: AreaFormats.SquareFeet },
-			{ name: 'Square Miles (mi²)', id: AreaFormats.SquareMiles },
-		],
-	},
-	{
-		name: CategoryNames.Computation,
-		formats: [
-			{ name: 'FLOP/s', id: FlopsFormats.FLOPs },
-			{ name: 'MFLOP/s', id: FlopsFormats.MFLOPs },
-			{ name: 'GFLOP/s', id: FlopsFormats.GFLOPs },
-			{ name: 'TFLOP/s', id: FlopsFormats.TFLOPs },
-			{ name: 'PFLOP/s', id: FlopsFormats.PFLOPs },
-			{ name: 'EFLOP/s', id: FlopsFormats.EFLOPs },
-			{ name: 'ZFLOP/s', id: FlopsFormats.ZFLOPs },
-			{ name: 'YFLOP/s', id: FlopsFormats.YFLOPs },
-		],
-	},
-	{
-		name: CategoryNames.Concentration,
-		formats: [
-			{ name: 'parts-per-million (ppm)', id: ConcentrationFormats.PPM },
-			{ name: 'parts-per-billion (ppb)', id: ConcentrationFormats.PPB },
-			{ name: 'nanogram per cubic meter (ng/m³)', id: ConcentrationFormats.NgM3 },
-			{
-				name: 'nanogram per normal cubic meter (ng/Nm³)',
-				id: ConcentrationFormats.NgNM3,
-			},
-			{ name: 'microgram per cubic meter (μg/m³)', id: ConcentrationFormats.UgM3 },
-			{
-				name: 'microgram per normal cubic meter (μg/Nm³)',
-				id: ConcentrationFormats.UgNM3,
-			},
-			{ name: 'milligram per cubic meter (mg/m³)', id: ConcentrationFormats.MgM3 },
-			{
-				name: 'milligram per normal cubic meter (mg/Nm³)',
-				id: ConcentrationFormats.MgNM3,
-			},
-			{ name: 'gram per cubic meter (g/m³)', id: ConcentrationFormats.GM3 },
-			{
-				name: 'gram per normal cubic meter (g/Nm³)',
-				id: ConcentrationFormats.GNM3,
-			},
-			{ name: 'milligrams per decilitre (mg/dL)', id: ConcentrationFormats.MgDL },
-			{ name: 'millimoles per litre (mmol/L)', id: ConcentrationFormats.MmolL },
-		],
-	},
-	{
-		name: CategoryNames.Currency,
-		formats: [
-			{ name: 'Dollars ($)', id: CurrencyFormats.USD },
-			{ name: 'Pounds (£)', id: CurrencyFormats.GBP },
-			{ name: 'Euro (€)', id: CurrencyFormats.EUR },
-			{ name: 'Yen (¥)', id: CurrencyFormats.JPY },
-			{ name: 'Rubles (₽)', id: CurrencyFormats.RUB },
-			{ name: 'Hryvnias (₴)', id: CurrencyFormats.UAH },
-			{ name: 'Real (R$)', id: CurrencyFormats.BRL },
-			{ name: 'Danish Krone (kr)', id: CurrencyFormats.DKK },
-			{ name: 'Icelandic Króna (kr)', id: CurrencyFormats.ISK },
-			{ name: 'Norwegian Krone (kr)', id: CurrencyFormats.NOK },
-			{ name: 'Swedish Krona (kr)', id: CurrencyFormats.SEK },
-			{ name: 'Czech koruna (czk)', id: CurrencyFormats.CZK },
-			{ name: 'Swiss franc (CHF)', id: CurrencyFormats.CHF },
-			{ name: 'Polish Złoty (PLN)', id: CurrencyFormats.PLN },
-			{ name: 'Bitcoin (฿)', id: CurrencyFormats.BTC },
-			{ name: 'Milli Bitcoin (฿)', id: CurrencyFormats.MBTC },
-			{ name: 'Micro Bitcoin (฿)', id: CurrencyFormats.UBTC },
-			{ name: 'South African Rand (R)', id: CurrencyFormats.ZAR },
-			{ name: 'Indian Rupee (₹)', id: CurrencyFormats.INR },
-			{ name: 'South Korean Won (₩)', id: CurrencyFormats.KRW },
-			{ name: 'Indonesian Rupiah (Rp)', id: CurrencyFormats.IDR },
-			{ name: 'Philippine Peso (PHP)', id: CurrencyFormats.PHP },
-			{ name: 'Vietnamese Dong (VND)', id: CurrencyFormats.VND },
-		],
-	},
-	{
-		name: CategoryNames.Datetime,
-		formats: [
-			{ name: 'Datetime ISO', id: DatetimeFormats.ISO },
-			{
-				name: 'Datetime ISO (No date if today)',
-				id: DatetimeFormats.ISONoDateIfToday,
-			},
-			{ name: 'Datetime US', id: DatetimeFormats.US },
-			{
-				name: 'Datetime US (No date if today)',
-				id: DatetimeFormats.USNoDateIfToday,
-			},
-			{ name: 'Datetime local', id: DatetimeFormats.Local },
-			{
-				name: 'Datetime local (No date if today)',
-				id: DatetimeFormats.LocalNoDateIfToday,
-			},
-			{ name: 'Datetime default', id: DatetimeFormats.System },
-			{ name: 'From Now', id: DatetimeFormats.FromNow },
-		],
-	},
-	{
-		name: CategoryNames.Energy,
-		formats: [
-			{ name: 'Watt (W)', id: PowerElectricalFormats.WATT },
-			{ name: 'Kilowatt (kW)', id: PowerElectricalFormats.KWATT },
-			{ name: 'Megawatt (MW)', id: PowerElectricalFormats.MEGWATT },
-			{ name: 'Gigawatt (GW)', id: PowerElectricalFormats.GWATT },
-			{ name: 'Milliwatt (mW)', id: PowerElectricalFormats.MWATT },
-			{ name: 'Watt per square meter (W/m²)', id: PowerElectricalFormats.WM2 },
-			{ name: 'Volt-Ampere (VA)', id: PowerElectricalFormats.VOLTAMP },
-			{ name: 'Kilovolt-Ampere (kVA)', id: PowerElectricalFormats.KVOLTAMP },
-			{
-				name: 'Volt-Ampere reactive (VAr)',
-				id: PowerElectricalFormats.VOLTAMPREACT,
-			},
-			{
-				name: 'Kilovolt-Ampere reactive (kVAr)',
-				id: PowerElectricalFormats.KVOLTAMPREACT,
-			},
-			{ name: 'Watt-hour (Wh)', id: PowerElectricalFormats.WATTH },
-			{
-				name: 'Watt-hour per Kilogram (Wh/kg)',
-				id: PowerElectricalFormats.WATTHPERKG,
-			},
-			{ name: 'Kilowatt-hour (kWh)', id: PowerElectricalFormats.KWATTH },
-			{ name: 'Kilowatt-min (kWm)', id: PowerElectricalFormats.KWATTM },
-			{ name: 'Ampere-hour (Ah)', id: PowerElectricalFormats.AMPH },
-			{ name: 'Kiloampere-hour (kAh)', id: PowerElectricalFormats.KAMPH },
-			{ name: 'Milliampere-hour (mAh)', id: PowerElectricalFormats.MAMPH },
-			{ name: 'Joule (J)', id: PowerElectricalFormats.JOULE },
-			{ name: 'Electron volt (eV)', id: PowerElectricalFormats.EV },
-			{ name: 'Ampere (A)', id: PowerElectricalFormats.AMP },
-			{ name: 'Kiloampere (kA)', id: PowerElectricalFormats.KAMP },
-			{ name: 'Milliampere (mA)', id: PowerElectricalFormats.MAMP },
-			{ name: 'Volt (V)', id: PowerElectricalFormats.VOLT },
-			{ name: 'Kilovolt (kV)', id: PowerElectricalFormats.KVOLT },
-			{ name: 'Millivolt (mV)', id: PowerElectricalFormats.MVOLT },
-			{ name: 'Decibel-milliwatt (dBm)', id: PowerElectricalFormats.DBM },
-			{ name: 'Ohm (Ω)', id: PowerElectricalFormats.OHM },
-			{ name: 'Kiloohm (kΩ)', id: PowerElectricalFormats.KOHM },
-			{ name: 'Megaohm (MΩ)', id: PowerElectricalFormats.MOHM },
-			{ name: 'Farad (F)', id: PowerElectricalFormats.FARAD },
-			{ name: 'Microfarad (µF)', id: PowerElectricalFormats.µFARAD },
-			{ name: 'Nanofarad (nF)', id: PowerElectricalFormats.NFARAD },
-			{ name: 'Picofarad (pF)', id: PowerElectricalFormats.PFARAD },
-			{ name: 'Femtofarad (fF)', id: PowerElectricalFormats.FFARAD },
-			{ name: 'Henry (H)', id: PowerElectricalFormats.HENRY },
-			{ name: 'Millihenry (mH)', id: PowerElectricalFormats.MHENRY },
-			{ name: 'Microhenry (µH)', id: PowerElectricalFormats.µHENRY },
-			{ name: 'Lumens (Lm)', id: PowerElectricalFormats.LUMENS },
-		],
-	},
-	{
-		name: CategoryNames.Flow,
-		formats: [
-			{ name: 'Gallons/min (gpm)', id: FlowFormats.FLOWGPM },
-			{ name: 'Cubic meters/sec (cms)', id: FlowFormats.FLOWCMS },
-			{ name: 'Cubic feet/sec (cfs)', id: FlowFormats.FLOWCFS },
-			{ name: 'Cubic feet/min (cfm)', id: FlowFormats.FLOWCFM },
-			{ name: 'Litre/hour', id: FlowFormats.LITREH },
-			{ name: 'Litre/min (L/min)', id: FlowFormats.FLOWLPM },
-			{ name: 'milliLitre/min (mL/min)', id: FlowFormats.FLOWMLPM },
-			{ name: 'Lux (lx)', id: FlowFormats.LUX },
-		],
-	},
-	{
-		name: CategoryNames.Force,
-		formats: [
-			{ name: 'Newton-meters (Nm)', id: ForceFormats.FORCENM },
-			{ name: 'Kilonewton-meters (kNm)', id: ForceFormats.FORCEKNM },
-			{ name: 'Newtons (N)', id: ForceFormats.FORCEN },
-			{ name: 'Kilonewtons (kN)', id: ForceFormats.FORCEKN },
-		],
-	},
-	{
-		name: CategoryNames.Mass,
-		formats: [
-			{ name: 'milligram (mg)', id: MassFormats.MASSMG },
-			{ name: 'gram (g)', id: MassFormats.MASSG },
-			{ name: 'pound (lb)', id: MassFormats.MASSLB },
-			{ name: 'kilogram (kg)', id: MassFormats.MASSKG },
-			{ name: 'metric ton (t)', id: MassFormats.MASST },
-		],
-	},
-	{
-		name: CategoryNames.Length,
-		formats: [
-			{ name: 'millimeter (mm)', id: LengthFormats.LENGTHMM },
-			{ name: 'inch (in)', id: LengthFormats.LENGTHIN },
-			{ name: 'feet (ft)', id: LengthFormats.LENGTHFT },
-			{ name: 'meter (m)', id: LengthFormats.LENGTHM },
-			{ name: 'kilometer (km)', id: LengthFormats.LENGTHKM },
-			{ name: 'mile (mi)', id: LengthFormats.LENGTHMI },
-		],
-	},
-	{
-		name: CategoryNames.Pressure,
-		formats: [
-			{ name: 'Millibars', id: PressureFormats.PRESSUREMBAR },
-			{ name: 'Bars', id: PressureFormats.PRESSUREBAR },
-			{ name: 'Kilobars', id: PressureFormats.PRESSUREKBAR },
-			{ name: 'Pascals', id: PressureFormats.PRESSUREPA },
-			{ name: 'Hectopascals', id: PressureFormats.PRESSUREHPA },
-			{ name: 'Kilopascals', id: PressureFormats.PRESSUREKPA },
-			{ name: 'Inches of mercury', id: PressureFormats.PRESSUREHG },
-			{ name: 'PSI', id: PressureFormats.PRESSUREPSI },
-		],
-	},
-	{
-		name: CategoryNames.Radiation,
-		formats: [
-			{ name: 'Becquerel (Bq)', id: RadiationFormats.RADBQ },
-			{ name: 'curie (Ci)', id: RadiationFormats.RADCI },
-			{ name: 'Gray (Gy)', id: RadiationFormats.RADGY },
-			{ name: 'rad', id: RadiationFormats.RADRAD },
-			{ name: 'Sievert (Sv)', id: RadiationFormats.RADSV },
-			{ name: 'milliSievert (mSv)', id: RadiationFormats.RADMSV },
-			{ name: 'microSievert (µSv)', id: RadiationFormats.RADUSV },
-			{ name: 'rem', id: RadiationFormats.RADREM },
-			{ name: 'Exposure (C/kg)', id: RadiationFormats.RADEXPCKG },
-			{ name: 'roentgen (R)', id: RadiationFormats.RADR },
-			{ name: 'Sievert/hour (Sv/h)', id: RadiationFormats.RADSVH },
-			{ name: 'milliSievert/hour (mSv/h)', id: RadiationFormats.RADMSVH },
-			{ name: 'microSievert/hour (µSv/h)', id: RadiationFormats.RADUSVH },
-		],
-	},
-	{
-		name: CategoryNames.RotationSpeed,
-		formats: [
-			{ name: 'Revolutions per minute (rpm)', id: RotationSpeedFormats.ROTRPM },
-			{ name: 'Hertz (Hz)', id: RotationSpeedFormats.ROTHZ },
-			{ name: 'Radians per second (rad/s)', id: RotationSpeedFormats.ROTRADS },
-			{ name: 'Degrees per second (°/s)', id: RotationSpeedFormats.ROTDEGS },
-		],
-	},
-	{
-		name: CategoryNames.Temperature,
-		formats: [
-			{ name: 'Celsius (°C)', id: TemperatureFormats.CELSIUS },
-			{ name: 'Fahrenheit (°F)', id: TemperatureFormats.FAHRENHEIT },
-			{ name: 'Kelvin (K)', id: TemperatureFormats.KELVIN },
-		],
-	},
-	{
-		name: CategoryNames.Velocity,
-		formats: [
-			{ name: 'meters/second (m/s)', id: VelocityFormats.METERS_PER_SECOND },
-			{ name: 'kilometers/hour (km/h)', id: VelocityFormats.KILOMETERS_PER_HOUR },
-			{ name: 'miles/hour (mph)', id: VelocityFormats.MILES_PER_HOUR },
-			{ name: 'knot (kn)', id: VelocityFormats.KNOT },
-		],
-	},
-	{
-		name: CategoryNames.Volume,
-		formats: [
-			{ name: 'millilitre (mL)', id: VolumeFormats.MILLILITRE },
-			{ name: 'litre (L)', id: VolumeFormats.LITRE },
-			{ name: 'cubic meter', id: VolumeFormats.CUBIC_METER },
-			{ name: 'Normal cubic meter', id: VolumeFormats.NORMAL_CUBIC_METER },
-			{ name: 'cubic decimeter', id: VolumeFormats.CUBIC_DECIMETER },
-			{ name: 'gallons', id: VolumeFormats.GALLONS },
-		],
-	},
-	{
-		name: CategoryNames.Boolean,
-		formats: [
-			{ name: 'True / False', id: BooleanFormats.TRUE_FALSE },
-			{ name: 'Yes / No', id: BooleanFormats.YES_NO },
-			{ name: 'On / Off', id: BooleanFormats.ON_OFF },
-		],
-	},
-];
+// Function to get the category name for a given unit ID (Grafana or universal)
+export const getCategoryName = (unitId: string): YAxisCategoryNames | null => {
+	const categories = getYAxisCategories(YAxisSource.DASHBOARDS);
 
-export const flattenedCategories = flattenDeep(
-	dataTypeCategories.map((category) => category.formats),
-);
+	const foundCategory = categories.find((category) =>
+		category.units.some((unit) => {
+			// Units in Y-axis categories use universal unit IDs.
+			// Thresholds / column units often use Grafana-style IDs.
+			// Treat a unit as matching if either:
+			// - it is already the universal ID, or
+			// - it matches the mapped Grafana ID for that universal unit.
+			if (unit.id === unitId) {
+				return true;
+			}
 
-type ConversionFactors = {
-	[key: string]: {
-		[key: string]: number | null;
-	};
+			const grafanaId = UniversalUnitToGrafanaUnit[unit.id];
+			return grafanaId === unitId;
+		}),
+	);
+
+	return foundCategory ? foundCategory.name : null;
 };
 
-// Object containing conversion factors for various categories and formats
-const conversionFactors: ConversionFactors = {
-	[CategoryNames.Time]: {
-		[TimeFormats.Hertz]: 1,
-		[TimeFormats.Nanoseconds]: 1e-9,
-		[TimeFormats.Microseconds]: 1e-6,
-		[TimeFormats.Milliseconds]: 1e-3,
-		[TimeFormats.Seconds]: 1,
-		[TimeFormats.Minutes]: 60,
-		[TimeFormats.Hours]: 3600,
-		[TimeFormats.Days]: 86400,
-		[TimeFormats.DurationMs]: 1e-3,
-		[TimeFormats.DurationS]: 1,
-		[TimeFormats.DurationHms]: null, // Requires special handling
-		[TimeFormats.DurationDhms]: null, // Requires special handling
-		[TimeFormats.Timeticks]: null, // Requires special handling
-		[TimeFormats.ClockMs]: 1e-3,
-		[TimeFormats.ClockS]: 1,
-	},
-	[CategoryNames.Throughput]: {
-		[ThroughputFormats.CountsPerSec]: 1,
-		[ThroughputFormats.OpsPerSec]: 1,
-		[ThroughputFormats.RequestsPerSec]: 1,
-		[ThroughputFormats.ReadsPerSec]: 1,
-		[ThroughputFormats.WritesPerSec]: 1,
-		[ThroughputFormats.IOOpsPerSec]: 1,
-		[ThroughputFormats.CountsPerMin]: 1 / 60,
-		[ThroughputFormats.OpsPerMin]: 1 / 60,
-		[ThroughputFormats.ReadsPerMin]: 1 / 60,
-		[ThroughputFormats.WritesPerMin]: 1 / 60,
-	},
-	[CategoryNames.Data]: {
-		[DataFormats.BytesIEC]: 1,
-		[DataFormats.BytesSI]: 1,
-		[DataFormats.BitsIEC]: 0.125,
-		[DataFormats.BitsSI]: 0.125,
-		[DataFormats.KibiBytes]: 1024,
-		[DataFormats.KiloBytes]: 1000,
-		[DataFormats.MebiBytes]: 1048576,
-		[DataFormats.MegaBytes]: 1000000,
-		[DataFormats.GibiBytes]: 1073741824,
-		[DataFormats.GigaBytes]: 1000000000,
-		[DataFormats.TebiBytes]: 1099511627776,
-		[DataFormats.TeraBytes]: 1000000000000,
-		[DataFormats.PebiBytes]: 1125899906842624,
-		[DataFormats.PetaBytes]: 1000000000000000,
-	},
-	[CategoryNames.DataRate]: {
-		[DataRateFormats.PacketsPerSec]: null, // Cannot convert directly to other data rates
-		[DataRateFormats.BytesPerSecIEC]: 1,
-		[DataRateFormats.BytesPerSecSI]: 1,
-		[DataRateFormats.BitsPerSecIEC]: 0.125,
-		[DataRateFormats.BitsPerSecSI]: 0.125,
-		[DataRateFormats.KibiBytesPerSec]: 1024,
-		[DataRateFormats.KibiBitsPerSec]: 128,
-		[DataRateFormats.KiloBytesPerSec]: 1000,
-		[DataRateFormats.KiloBitsPerSec]: 125,
-		[DataRateFormats.MebiBytesPerSec]: 1048576,
-		[DataRateFormats.MebiBitsPerSec]: 131072,
-		[DataRateFormats.MegaBytesPerSec]: 1000000,
-		[DataRateFormats.MegaBitsPerSec]: 125000,
-		[DataRateFormats.GibiBytesPerSec]: 1073741824,
-		[DataRateFormats.GibiBitsPerSec]: 134217728,
-		[DataRateFormats.GigaBytesPerSec]: 1000000000,
-		[DataRateFormats.GigaBitsPerSec]: 125000000,
-		[DataRateFormats.TebiBytesPerSec]: 1099511627776,
-		[DataRateFormats.TebiBitsPerSec]: 137438953472,
-		[DataRateFormats.TeraBytesPerSec]: 1000000000000,
-		[DataRateFormats.TeraBitsPerSec]: 125000000000,
-		[DataRateFormats.PebiBytesPerSec]: 1125899906842624,
-		[DataRateFormats.PebiBitsPerSec]: 140737488355328,
-		[DataRateFormats.PetaBytesPerSec]: 1000000000000000,
-		[DataRateFormats.PetaBitsPerSec]: 125000000000000,
-	},
-	[CategoryNames.Miscellaneous]: {
-		[MiscellaneousFormats.None]: null,
-		[MiscellaneousFormats.String]: null,
-		[MiscellaneousFormats.Short]: null,
-		[MiscellaneousFormats.Percent]: 1,
-		[MiscellaneousFormats.PercentUnit]: 100,
-		[MiscellaneousFormats.Humidity]: 1,
-		[MiscellaneousFormats.Decibel]: null,
-		[MiscellaneousFormats.Hexadecimal0x]: null,
-		[MiscellaneousFormats.Hexadecimal]: null,
-		[MiscellaneousFormats.ScientificNotation]: null,
-		[MiscellaneousFormats.LocaleFormat]: null,
-		[MiscellaneousFormats.Pixels]: null,
-	},
-	[CategoryNames.Boolean]: {
-		[BooleanFormats.TRUE_FALSE]: null, // Not convertible
-		[BooleanFormats.YES_NO]: null, // Not convertible
-		[BooleanFormats.ON_OFF]: null, // Not convertible
-	},
-};
-
-// Function to get the conversion factor between two units in a specific category
-function getConversionFactor(
-	fromUnit: string,
-	toUnit: string,
-	category: CategoryNames,
-): number | null {
-	// Retrieves the conversion factors for the specified category
-	const categoryFactors = conversionFactors[category];
-	if (!categoryFactors) {
-		return null; // Returns null if the category does not exist
-	}
-	const fromFactor = categoryFactors[fromUnit];
-	const toFactor = categoryFactors[toUnit];
-	if (
-		fromFactor === undefined ||
-		toFactor === undefined ||
-		fromFactor === null ||
-		toFactor === null
-	) {
-		return null; // Returns null if either unit does not exist or is not convertible
-	}
-	return fromFactor / toFactor; // Returns the conversion factor ratio
-}
-
 // Function to convert a value from one unit to another
 export function convertUnit(
 	value: number,
 	fromUnitId?: string,
 	toUnitId?: string,
 ): number | null {
-	let fromUnit: string | undefined;
-	let toUnit: string | undefined;
-
-	// Finds the category that contains the specified units and extracts fromUnit and toUnit using array methods
-	const category = dataTypeCategories.find((category) =>
-		category.formats.some((format) => {
-			if (format.id === fromUnitId) {
-				fromUnit = format.id;
-			}
-			if (format.id === toUnitId) {
-				toUnit = format.id;
-			}
-			return fromUnit && toUnit; // Break out early if both units are found
-		}),
-	);
-
-	if (!category || !fromUnit || !toUnit) {
+	if (!fromUnitId || !toUnitId) {
 		return null;
-	} // Return null if category or units are not found
+	}
 
-	// Gets the conversion factor for the specified units
-	const conversionFactor = getConversionFactor(
-		fromUnit,
-		toUnit,
-		category.name as any,
-	);
-	if (conversionFactor === null) {
+	const fromCategory = getCategoryName(fromUnitId);
+	const toCategory = getCategoryName(toUnitId);
+
+	// If either unit is unknown or the categories don't match, the conversion is invalid
+	if (!fromCategory || !toCategory || fromCategory !== toCategory) {
 		return null;
-	} // Return null if conversion is not possible
+	}
 
-	return value * conversionFactor;
+	// Delegate the actual numeric conversion (or identity) to the shared helper,
+	// which understands both Grafana-style and universal unit IDs.
+	return convertValue(value, fromUnitId, toUnitId);
 }
-
-// Function to get the category name for a given unit ID
-export const getCategoryName = (unitId: string): CategoryNames | null => {
-	// Finds the category that contains the specified unit ID
-	const foundCategory = dataTypeCategories.find((category) =>
-		category.formats.some((format) => format.id === unitId),
-	);
-	return foundCategory ? (foundCategory.name as CategoryNames) : null;
-};

frontend/src/container/NewWidget/utils.ts

@@ -2,6 +2,9 @@ import { Layout } from 'react-grid-layout';
 import { DefaultOptionType } from 'antd/es/select';
 import { omitIdFromQuery } from 'components/ExplorerCard/utils';
 import { PrecisionOptionsEnum } from 'components/Graph/types';
+import { YAxisCategoryNames } from 'components/YAxisUnitSelector/constants';
+import { YAxisSource } from 'components/YAxisUnitSelector/types';
+import { getYAxisCategories } from 'components/YAxisUnitSelector/utils';
 import {
 	initialQueryBuilderFormValuesMap,
 	PANEL_TYPES,
@@ -21,11 +24,7 @@ import { IBuilderQuery, Query } from 'types/api/queryBuilder/queryBuilderData';
 import { EQueryType } from 'types/common/dashboard';
 import { DataSource } from 'types/common/queryBuilder';
 
-import {
-	dataTypeCategories,
-	getCategoryName,
-} from './RightContainer/dataFormatCategories';
-import { CategoryNames } from './RightContainer/types';
+import { getCategoryName } from './RightContainer/dataFormatCategories';
 
 export const getIsQueryModified = (
 	currentQuery: Query,
@@ -606,14 +605,21 @@ export const PANEL_TYPE_TO_QUERY_TYPES: Record<PANEL_TYPES, EQueryType[]> = {
  * the label and value for each format.
  */
 export const getCategorySelectOptionByName = (
-	name?: CategoryNames | string,
-): DefaultOptionType[] =>
-	dataTypeCategories
-		.find((category) => category.name === name)
-		?.formats.map((format) => ({
-			label: format.name,
-			value: format.id,
-		})) || [];
+	name?: YAxisCategoryNames,
+): DefaultOptionType[] => {
+	const categories = getYAxisCategories(YAxisSource.DASHBOARDS);
+	if (!categories.length) {
+		return [];
+	}
+	return (
+		categories
+			.find((category) => category.name === name)
+			?.units.map((unit) => ({
+				label: unit.name,
+				value: unit.id,
+			})) || []
+	);
+};
 
 /**
  * Generates unit options based on the provided column unit.

frontend/src/container/PipelinePage/PipelineListsView/AddNewPipeline/FormFields/FilterInput/index.tsx

@@ -1,7 +1,7 @@
 import { useTranslation } from 'react-i18next';
 import { Form } from 'antd';
 import { initialQueryBuilderFormValuesMap } from 'constants/queryBuilder';
-import QueryBuilderSearch from 'container/QueryBuilder/filters/QueryBuilderSearch';
+import QueryBuilderSearchV2 from 'container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2';
 import isEqual from 'lodash-es/isEqual';
 import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 
@@ -30,7 +30,7 @@ function TagFilterInput({
 	};
 
 	return (
-		<QueryBuilderSearch
+		<QueryBuilderSearchV2
 			query={query}
 			onChange={onQueryChange}
 			placeholder={placeholder}

frontend/src/container/PipelinePage/tests/PipelineListsView.test.tsx

@@ -86,7 +86,7 @@ jest.mock('providers/preferences/sync/usePreferenceSync', () => ({
 }));
 
 const BASE_URL = ENVIRONMENT.baseURL;
-const attributeKeysURL = `${BASE_URL}/api/v3/autocomplete/attribute_keys`;
+const attributeKeysURL = `${BASE_URL}/api/v3/filter_suggestions`;
 
 describe('PipelinePage container test', () => {
 	beforeAll(() => {
@@ -333,26 +333,34 @@ describe('PipelinePage container test', () => {
 					ctx.json({
 						status: 'success',
 						data: {
-							attributeKeys: [
+							attributes: [
 								{
 									key: 'otelServiceName',
 									dataType: DataTypes.String,
 									type: 'tag',
+									isColumn: false,
+									isJSON: false,
+								},
+								{
+									key: 'service.name',
+									dataType: DataTypes.String,
+									type: 'resource',
+									isColumn: false,
+									isJSON: false,
 								},
 								{
 									key: 'service.instance.id',
 									dataType: DataTypes.String,
 									type: 'resource',
-								},
-								{
-									key: 'service.name',
-									dataType: DataTypes.String,
-									type: 'resource',
+									isColumn: false,
+									isJSON: false,
 								},
 								{
 									key: 'service.name',
 									dataType: DataTypes.String,
 									type: 'tag',
+									isColumn: false,
+									isJSON: false,
 								},
 							],
 						},

frontend/src/container/QueryBuilder/filters/BuilderUnitsFilter/config.ts

@@ -1,10 +1,13 @@
-import { CategoryNames } from 'container/NewWidget/RightContainer/types';
+import { YAxisCategoryNames } from 'components/YAxisUnitSelector/constants';
 
-export const categoryToSupport = [
-	CategoryNames.Data,
-	CategoryNames.DataRate,
-	CategoryNames.Time,
-	CategoryNames.Throughput,
-	CategoryNames.Miscellaneous,
-	CategoryNames.Boolean,
+export const categoryToSupport: YAxisCategoryNames[] = [
+	YAxisCategoryNames.None,
+	YAxisCategoryNames.Data,
+	YAxisCategoryNames.DataRate,
+	YAxisCategoryNames.Time,
+	YAxisCategoryNames.Count,
+	YAxisCategoryNames.Operations,
+	YAxisCategoryNames.Percentage,
+	YAxisCategoryNames.Miscellaneous,
+	YAxisCategoryNames.Boolean,
 ];

frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx

@@ -973,6 +973,7 @@ function QueryBuilderSearchV2(
 	return (
 		<div className="query-builder-search-v2">
 			<Select
+				data-testid={'qb-search-select'}
 				ref={selectRef}
 				// eslint-disable-next-line react/jsx-props-no-spreading
 				{...(hasPopupContainer ? { getPopupContainer: popupContainer } : {})}

frontend/src/hooks/logs/__tests__/useLogDetailHandlers.test.ts

@@ -0,0 +1,94 @@
+import { act, renderHook } from '@testing-library/react';
+import { useActiveLog } from 'hooks/logs/useActiveLog';
+import { useIsTextSelected } from 'hooks/useIsTextSelected';
+import { ILog } from 'types/api/logs/log';
+
+import useLogDetailHandlers from '../useLogDetailHandlers';
+
+jest.mock('hooks/logs/useActiveLog');
+jest.mock('hooks/useIsTextSelected');
+
+const mockOnSetActiveLog = jest.fn();
+const mockOnClearActiveLog = jest.fn();
+const mockOnAddToQuery = jest.fn();
+const mockOnGroupByAttribute = jest.fn();
+const mockIsTextSelected = jest.fn();
+
+const mockLog: ILog = {
+	id: 'log-1',
+	timestamp: '2024-01-01T00:00:00Z',
+	date: '2024-01-01',
+	body: 'test log body',
+	severityText: 'INFO',
+	severityNumber: 9,
+	traceFlags: 0,
+	traceId: '',
+	spanID: '',
+	attributesString: {},
+	attributesInt: {},
+	attributesFloat: {},
+	resources_string: {},
+	scope_string: {},
+	attributes_string: {},
+	severity_text: '',
+	severity_number: 0,
+};
+
+beforeEach(() => {
+	jest.clearAllMocks();
+
+	jest.mocked(useIsTextSelected).mockReturnValue(mockIsTextSelected);
+
+	jest.mocked(useActiveLog).mockReturnValue({
+		activeLog: null,
+		onSetActiveLog: mockOnSetActiveLog,
+		onClearActiveLog: mockOnClearActiveLog,
+		onAddToQuery: mockOnAddToQuery,
+		onGroupByAttribute: mockOnGroupByAttribute,
+	});
+});
+
+it('should not open log detail when text is selected', () => {
+	mockIsTextSelected.mockReturnValue(true);
+
+	const { result } = renderHook(() => useLogDetailHandlers());
+
+	act(() => {
+		result.current.handleSetActiveLog(mockLog);
+	});
+
+	expect(mockOnSetActiveLog).not.toHaveBeenCalled();
+});
+
+it('should open log detail when no text is selected', () => {
+	mockIsTextSelected.mockReturnValue(false);
+
+	const { result } = renderHook(() => useLogDetailHandlers());
+
+	act(() => {
+		result.current.handleSetActiveLog(mockLog);
+	});
+
+	expect(mockOnSetActiveLog).toHaveBeenCalledWith(mockLog);
+});
+
+it('should toggle off when clicking the same active log', () => {
+	mockIsTextSelected.mockReturnValue(false);
+
+	jest.mocked(useActiveLog).mockReturnValue({
+		activeLog: mockLog,
+		onSetActiveLog: mockOnSetActiveLog,
+		onClearActiveLog: mockOnClearActiveLog,
+		onAddToQuery: mockOnAddToQuery,
+		onGroupByAttribute: mockOnGroupByAttribute,
+	});
+
+	const { result } = renderHook(() => useLogDetailHandlers());
+
+	act(() => {
+		result.current.handleSetActiveLog(mockLog);
+	});
+
+	expect(mockOnClearActiveLog).toHaveBeenCalled();
+	expect(mockOnSetActiveLog).not.toHaveBeenCalled();
+});

frontend/src/hooks/logs/useActiveLog.ts

@@ -1,15 +1,17 @@
-import { useCallback, useMemo, useState } from 'react';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import { useQueryClient } from 'react-query';
 import { useDispatch, useSelector } from 'react-redux';
 import { useHistory, useLocation } from 'react-router-dom';
 import { getAggregateKeys } from 'api/queryBuilder/getAttributeKeys';
 import { SOMETHING_WENT_WRONG } from 'constants/api';
+import { QueryParams } from 'constants/query';
 import { OPERATORS, QueryBuilderKeys } from 'constants/queryBuilder';
 import ROUTES from 'constants/routes';
 import { MetricsType } from 'container/MetricsApplication/constant';
 import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useNotifications } from 'hooks/useNotifications';
+import useUrlQuery from 'hooks/useUrlQuery';
 import { getGeneratedFilterQueryString } from 'lib/getGeneratedFilterQueryString';
 import { chooseAutocompleteFromCustomValue } from 'lib/newQueryBuilder/chooseAutocompleteFromCustomValue';
 import { AppState } from 'store/reducers';
@@ -54,6 +56,20 @@ export const useActiveLog = (): UseActiveLog => {
 
 	const [activeLog, setActiveLog] = useState<ILog | null>(null);
 
+	// Close drawer/clear active log when query in URL changes
+	const urlQuery = useUrlQuery();
+	const compositeQuery = urlQuery.get(QueryParams.compositeQuery) ?? '';
+	const prevQueryRef = useRef<string | null>(null);
+	useEffect(() => {
+		if (
+			prevQueryRef.current !== null &&
+			prevQueryRef.current !== compositeQuery
+		) {
+			setActiveLog(null);
+		}
+		prevQueryRef.current = compositeQuery;
+	}, [compositeQuery]);
+
 	const onSetDetailedLogData = useCallback(
 		(logData: ILog) => {
 			dispatch({

frontend/src/hooks/logs/useLogDetailHandlers.ts

@@ -2,6 +2,7 @@ import { useCallback, useState } from 'react';
 import { VIEW_TYPES } from 'components/LogDetail/constants';
 import type { UseActiveLog } from 'hooks/logs/types';
 import { useActiveLog } from 'hooks/logs/useActiveLog';
+import { useIsTextSelected } from 'hooks/useIsTextSelected';
 import { ILog } from 'types/api/logs/log';
 
 type SelectedTab = typeof VIEW_TYPES[keyof typeof VIEW_TYPES] | undefined;
@@ -28,9 +29,13 @@ function useLogDetailHandlers({
 		onAddToQuery,
 	} = useActiveLog();
 	const [selectedTab, setSelectedTab] = useState<SelectedTab>(defaultTab);
+	const isTextSelected = useIsTextSelected();
 
 	const handleSetActiveLog = useCallback(
 		(log: ILog, nextTab: SelectedTab = defaultTab): void => {
+			if (isTextSelected()) {
+				return;
+			}
 			if (activeLog?.id === log.id) {
 				onClearActiveLog();
 				setSelectedTab(undefined);
@@ -39,7 +44,7 @@ function useLogDetailHandlers({
 			onSetActiveLog(log);
 			setSelectedTab(nextTab ?? defaultTab);
 		},
-		[activeLog?.id, defaultTab, onClearActiveLog, onSetActiveLog],
+		[activeLog?.id, defaultTab, onClearActiveLog, onSetActiveLog, isTextSelected],
 	);
 
 	const handleCloseLogDetail = useCallback((): void => {

frontend/src/hooks/useIsTextSelected.ts

@@ -0,0 +1,10 @@
+import { useCallback } from 'react';
+
+export function useIsTextSelected(): () => boolean {
+	return useCallback((): boolean => {
+		const selection = window.getSelection();
+		return (
+			!!selection && !selection.isCollapsed && selection.toString().length > 0
+		);
+	}, []);
+}

pkg/apiserver/signozapiserver/provider.go

@@ -18,6 +18,7 @@ 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"
@@ -46,6 +47,7 @@ type provider struct {
 	gatewayHandler         gateway.Handler
 	fieldsHandler          fields.Handler
 	authzHandler           authz.Handler
+	rawDataExportHandler   rawdataexport.Handler
 	zeusHandler            zeus.Handler
 	querierHandler         querier.Handler
 }
@@ -67,6 +69,7 @@ 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] {
@@ -91,6 +94,7 @@ func NewFactory(
 			gatewayHandler,
 			fieldsHandler,
 			authzHandler,
+			rawDataExportHandler,
 			zeusHandler,
 			querierHandler,
 		)
@@ -117,6 +121,7 @@ func newProvider(
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
 	authzHandler authz.Handler,
+	rawDataExportHandler rawdataexport.Handler,
 	zeusHandler zeus.Handler,
 	querierHandler querier.Handler,
 ) (apiserver.APIServer, error) {
@@ -141,6 +146,7 @@ func newProvider(
 		gatewayHandler:         gatewayHandler,
 		fieldsHandler:          fieldsHandler,
 		authzHandler:           authzHandler,
+		rawDataExportHandler:   rawDataExportHandler,
 		zeusHandler:            zeusHandler,
 		querierHandler:         querierHandler,
 	}
@@ -215,6 +221,10 @@ 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

@@ -0,0 +1,47 @@
+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/flagger/configflagger/configflagger.go

@@ -3,6 +3,7 @@ package configflagger
 import (
 	"context"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
@@ -32,6 +33,10 @@ func New(ctx context.Context, ps factory.ProviderSettings, c flagger.Config, reg
 	for name, value := range c.Config.Boolean {
 		feature, _, err := registry.GetByString(name)
 		if err != nil {
+			if errors.Ast(err, errors.TypeNotFound) {
+				settings.Logger().WarnContext(ctx, "skipping unknown feature flag", "name", name, "kind", "boolean")
+				continue
+			}
 			return nil, err
 		}
 
@@ -46,6 +51,10 @@ func New(ctx context.Context, ps factory.ProviderSettings, c flagger.Config, reg
 	for name, value := range c.Config.String {
 		feature, _, err := registry.GetByString(name)
 		if err != nil {
+			if errors.Ast(err, errors.TypeNotFound) {
+				settings.Logger().WarnContext(ctx, "skipping unknown feature flag", "name", name, "kind", "string")
+				continue
+			}
 			return nil, err
 		}
 
@@ -60,6 +69,10 @@ func New(ctx context.Context, ps factory.ProviderSettings, c flagger.Config, reg
 	for name, value := range c.Config.Float {
 		feature, _, err := registry.GetByString(name)
 		if err != nil {
+			if errors.Ast(err, errors.TypeNotFound) {
+				settings.Logger().WarnContext(ctx, "skipping unknown feature flag", "name", name, "kind", "float")
+				continue
+			}
 			return nil, err
 		}
 
@@ -74,6 +87,10 @@ func New(ctx context.Context, ps factory.ProviderSettings, c flagger.Config, reg
 	for name, value := range c.Config.Integer {
 		feature, _, err := registry.GetByString(name)
 		if err != nil {
+			if errors.Ast(err, errors.TypeNotFound) {
+				settings.Logger().WarnContext(ctx, "skipping unknown feature flag", "name", name, "kind", "integer")
+				continue
+			}
 			return nil, err
 		}
 
@@ -88,6 +105,10 @@ func New(ctx context.Context, ps factory.ProviderSettings, c flagger.Config, reg
 	for name, value := range c.Config.Object {
 		feature, _, err := registry.GetByString(name)
 		if err != nil {
+			if errors.Ast(err, errors.TypeNotFound) {
+				settings.Logger().WarnContext(ctx, "skipping unknown feature flag", "name", name, "kind", "object")
+				continue
+			}
 			return nil, err
 		}
 

pkg/flagger/registry.go

@@ -5,6 +5,7 @@ import "github.com/SigNoz/signoz/pkg/types/featuretypes"
 var (
 	FeatureUseSpanMetrics = featuretypes.MustNewName("use_span_metrics")
 	FeatureKafkaSpanEval  = featuretypes.MustNewName("kafka_span_eval")
+	FeatureHideRootUser   = featuretypes.MustNewName("hide_root_user")
 )
 
 func MustNewRegistry() featuretypes.Registry {
@@ -25,6 +26,14 @@ func MustNewRegistry() featuretypes.Registry {
 			DefaultVariant: featuretypes.MustNewName("disabled"),
 			Variants:       featuretypes.NewBooleanVariants(),
 		},
+		&featuretypes.Feature{
+			Name:           FeatureHideRootUser,
+			Kind:           featuretypes.KindBoolean,
+			Stage:          featuretypes.StageStable,
+			Description:    "Controls whether root admin user is hidden or not",
+			DefaultVariant: featuretypes.MustNewName("disabled"),
+			Variants:       featuretypes.NewBooleanVariants(),
+		},
 	)
 	if err != nil {
 		panic(err)

pkg/modules/promote/implpromote/module.go

@@ -87,7 +87,7 @@ func (m *module) ListPromotedAndIndexedPaths(ctx context.Context) ([]promotetype
 }
 
 func (m *module) listPromotedPaths(ctx context.Context) ([]string, error) {
-	paths, err := m.metadataStore.ListPromotedPaths(ctx)
+	paths, err := m.metadataStore.GetPromotedPaths(ctx)
 	if err != nil {
 		return nil, err
 	}
@@ -142,7 +142,7 @@ func (m *module) PromoteAndIndexPaths(
 		pathsStr = append(pathsStr, path.Path)
 	}
 
-	existingPromotedPaths, err := m.metadataStore.ListPromotedPaths(ctx, pathsStr...)
+	existingPromotedPaths, err := m.metadataStore.GetPromotedPaths(ctx, pathsStr...)
 	if err != nil {
 		return err
 	}

pkg/modules/rawdataexport/implrawdataexport/handler.go

@@ -6,18 +6,19 @@ import (
 	"fmt"
 	"io"
 	"net/http"
-	"net/url"
 	"strconv"
 	"strings"
+	"sync"
 	"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"
@@ -31,130 +32,36 @@ 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) {
-	source, err := getExportQuerySource(r.URL.Query())
-	if err != nil {
+	var queryRangeRequest qbtypes.QueryRangeRequest
+	var format string
+
+	if r.Method == http.MethodGet {
+		var params exporttypes.ExportRawDataQueryParams
+		if err := binding.Query.BindQuery(r.URL.Query(), &params); err != nil {
+			render.Error(rw, err)
+			return
+		}
+		format = params.Format
+		queryRangeRequest = buildQueryRangeRequest(&params)
+	} else {
+		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
+		}
+	}
+
+	if err := validateAndApplyExportLimits(&queryRangeRequest); err != nil {
 		render.Error(rw, 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.NewInvalidInputf(errors.CodeInvalidInput, "invalid source: must be logs"))
-	}
-}
-
-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
-	}
-
-	limit, err := getExportQueryLimit(queryParams)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	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 {
 		render.Error(rw, err)
@@ -167,70 +74,142 @@ func (handler *handler) exportLogs(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	queryRangeRequest := qbtypes.QueryRangeRequest{
-		Start:       startTime,
-		End:         endTime,
-		RequestType: qbtypes.RequestTypeRaw,
-		CompositeQuery: qbtypes.CompositeQuery{
-			Queries: []qbtypes.QueryEnvelope{
-				{
-					Type: qbtypes.QueryTypeBuilder,
-					Spec: nil,
-				},
-			},
-		},
-	}
+	setExportResponseHeaders(rw, format)
 
-	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)
 
-	var isComplete bool
+	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))
+}
 
+// validateAndApplyExportLimits validates query types and applies default/max limits to all queries.
+func validateAndApplyExportLimits(req *qbtypes.QueryRangeRequest) error {
+	isTraceOperatorQueryPresent := false
+
+	// Check if the trace operator query is present
+	queries := req.CompositeQuery.Queries
+	for idx := range len(queries) {
+		if _, ok := queries[idx].Spec.(qbtypes.QueryBuilderTraceOperator); ok {
+			isTraceOperatorQueryPresent = true
+			break
+		}
+	}
+
+	// If the trace operator query is not present, and there are multiple queries, return an error
+	if !isTraceOperatorQueryPresent && 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:
+			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)
+		default:
+			return errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported query type: %T", spec)
+		}
+	}
+	return nil
+}
+
+// buildQueryRangeRequest builds a QueryRangeRequest from already-bound and validated GET query params.
+func buildQueryRangeRequest(params *exporttypes.ExportRawDataQueryParams) qbtypes.QueryRangeRequest {
+	orderBy := parseExportQueryOrderBy(params.OrderBy)
+
+	columns := parseExportQueryColumns(params.Columns)
+
+	var filter *qbtypes.Filter
+	if params.Filter != "" {
+		filter = &qbtypes.Filter{Expression: params.Filter}
+	}
+
+	var query qbtypes.QueryEnvelope
+	switch params.Source {
+	case "logs":
+		query = qbtypes.QueryEnvelope{
+			Type: qbtypes.QueryTypeBuilder,
+			Spec: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{
+				Signal:       telemetrytypes.SignalLogs,
+				Filter:       filter,
+				Limit:        params.Limit,
+				Order:        orderBy,
+				SelectFields: columns,
+			},
+		}
+	case "traces":
+		query = qbtypes.QueryEnvelope{
+			Type: qbtypes.QueryTypeBuilder,
+			Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+				Signal:       telemetrytypes.SignalTraces,
+				Filter:       filter,
+				Limit:        params.Limit,
+				Order:        orderBy,
+				SelectFields: columns,
+			},
+		}
+	}
+
+	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.exportLogsCSV(rowChan, errChan, csvWriter)
+		isComplete, err := handler.exportRawDataCSV(rowChan, errChan, csvWriter)
 		if err != nil {
-			render.Error(rw, err)
-			return
+			return false, err
 		}
 		csvWriter.Flush()
+		return isComplete, nil
 	case "jsonl":
 		rw.Header().Set("Content-Type", "application/x-ndjson")
-		isComplete, err = handler.exportLogsJSONL(rowChan, errChan, rw)
-		if err != nil {
-			render.Error(rw, err)
-			return
-		}
+		return handler.exportRawDataJSONL(rowChan, errChan, rw)
 	default:
-		render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid format: must be csv or jsonl"))
-		return
+		return false, errors.NewInvalidInputf(errors.CodeInvalidInput, "invalid format: must be csv or jsonl")
 	}
-
-	rw.Header().Set("X-Response-Complete", strconv.FormatBool(isComplete))
 }
 
-func (handler *handler) exportLogsCSV(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, csvWriter *csv.Writer) (bool, error) {
-	var header []string
+// 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) {
 
-	headerToIndexMapping := make(map[string]int, len(header))
+	headerToIndexMapping := make(map[string]int)
+	var once sync.Once
 
 	totalBytes := uint64(0)
 	for {
@@ -239,18 +218,14 @@ func (handler *handler) exportLogsCSV(rowChan <-chan *qbtypes.RawRow, errChan <-
 			if !ok {
 				return true, nil
 			}
-			if header == nil {
-				// Initialize and write header for CSV
-				header = constructCSVHeaderFromQueryResponse(row.Data)
-
-				if err := csvWriter.Write(header); err != nil {
-					return false, err
-				}
-
+			once.Do(func() {
+				header := constructCSVHeaderFromQueryResponse(row.Data)
+				_ = csvWriter.Write(header)
+				// We ignore the error here, as it will get caught in the next iteration
 				for i, col := range header {
 					headerToIndexMapping[col] = i
 				}
-			}
+			})
 			record := constructCSVRecordFromQueryResponse(row.Data, headerToIndexMapping)
 			if err := csvWriter.Write(record); err != nil {
 				return false, err
@@ -268,8 +243,8 @@ func (handler *handler) exportLogsCSV(rowChan <-chan *qbtypes.RawRow, errChan <-
 	}
 }
 
-func (handler *handler) exportLogsJSONL(rowChan <-chan *qbtypes.RawRow, errChan <-chan error, writer io.Writer) (bool, error) {
-
+// 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) {
 	totalBytes := uint64(0)
 	for {
 		select {
@@ -277,9 +252,11 @@ func (handler *handler) exportLogsJSONL(rowChan <-chan *qbtypes.RawRow, errChan
 			if !ok {
 				return true, nil
 			}
-			// Handle JSON format (JSONL - one object per line)
-			jsonBytes, _ := json.Marshal(row.Data)
-			totalBytes += uint64(len(jsonBytes)) + 1 // +1 for newline
+			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
 
 			if _, err := writer.Write(jsonBytes); err != nil {
 				return false, errors.NewUnexpectedf(errors.CodeInternal, "error writing JSON: %s", err)
@@ -299,69 +276,6 @@ func (handler *handler) exportLogsJSONL(rowChan <-chan *qbtypes.RawRow, errChan
 	}
 }
 
-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 {
@@ -427,9 +341,12 @@ func constructCSVRecordFromQueryResponse(data map[string]any, headerToIndexMappi
 				valueStr = v.String()
 
 			default:
-				// For all other complex types (maps, structs, etc.)
-				jsonBytes, _ := json.Marshal(v)
-				valueStr = string(jsonBytes)
+				jsonBytes, err := json.Marshal(v)
+				if err != nil {
+					valueStr = fmt.Sprintf("%v", v)
+				} else {
+					valueStr = string(jsonBytes)
+				}
 			}
 
 			record[index] = sanitizeForCSV(valueStr)
@@ -438,23 +355,17 @@ 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"]
-
+// 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 {
-		// Skip empty strings
 		columnStr = strings.TrimSpace(columnStr)
 		if columnStr == "" {
 			continue
 		}
-
 		columns = append(columns, telemetrytypes.GetFieldKeyFromKeyText(columnStr))
 	}
-
 	return columns
 }
 
@@ -466,51 +377,24 @@ 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")
-
+// 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 telemetrylogs.DefaultLogsV2SortingOrder, nil
+		return []qbtypes.OrderBy{}
 	}
 
 	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{
+	return []qbtypes.OrderBy{
 		{
 			Key: qbtypes.OrderByKey{
-				TelemetryFieldKey: orderByKey,
+				TelemetryFieldKey: telemetrytypes.GetFieldKeyFromKeyText(column),
 			},
-			Direction: orderDirection,
+			Direction: qbtypes.OrderDirectionMap[direction],
 		},
 	}
-
-	// 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

@@ -2,261 +2,152 @@ package implrawdataexport
 
 import (
 	"net/url"
-	"strconv"
 	"testing"
 
-	"github.com/SigNoz/signoz/pkg/telemetrylogs"
+	"github.com/SigNoz/signoz/pkg/http/binding"
+	"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/stretchr/testify/assert"
 )
 
-func TestGetExportQuerySource(t *testing.T) {
-	tests := []struct {
-		name           string
-		queryParams    url.Values
-		expectedSource string
-		expectedError  bool
-	}{
-		{
-			name:           "default logs source",
-			queryParams:    url.Values{},
-			expectedSource: "logs",
-			expectedError:  false,
-		},
-		{
-			name:           "explicit logs source",
-			queryParams:    url.Values{"source": {"logs"}},
-			expectedSource: "logs",
-			expectedError:  false,
-		},
-		{
-			name:           "metrics source - not supported",
-			queryParams:    url.Values{"source": {"metrics"}},
-			expectedSource: "metrics",
-			expectedError:  true,
-		},
-		{
-			name:           "traces source - not supported",
-			queryParams:    url.Values{"source": {"traces"}},
-			expectedSource: "traces",
-			expectedError:  true,
-		},
-		{
-			name:           "invalid source",
-			queryParams:    url.Values{"source": {"invalid"}},
-			expectedSource: "",
-			expectedError:  true,
-		},
-	}
+func TestExportRawDataQueryParams_BindingDefaults(t *testing.T) {
+	var params exporttypes.ExportRawDataQueryParams
+	err := binding.Query.BindQuery(url.Values{}, &params)
+	assert.NoError(t, err)
+	assert.Equal(t, "logs", params.Source)
+	assert.Equal(t, "csv", params.Format)
+	assert.Equal(t, DefaultExportRowCountLimit, params.Limit)
+}
 
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			source, err := getExportQuerySource(tt.queryParams)
-			assert.Equal(t, tt.expectedSource, source)
-			if tt.expectedError {
-				assert.Error(t, err)
-			} else {
-				assert.NoError(t, err)
-			}
-		})
+func logQuery(limit int) qbtypes.QueryEnvelope {
+	return qbtypes.QueryEnvelope{
+		Type: qbtypes.QueryTypeBuilder,
+		Spec: qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]{Limit: limit},
 	}
 }
 
-func TestGetExportQueryFormat(t *testing.T) {
-	tests := []struct {
-		name           string
-		queryParams    url.Values
-		expectedFormat string
-		expectedError  bool
-	}{
-		{
-			name:           "default csv format",
-			queryParams:    url.Values{},
-			expectedFormat: "csv",
-			expectedError:  false,
-		},
-		{
-			name:           "explicit csv format",
-			queryParams:    url.Values{"format": {"csv"}},
-			expectedFormat: "csv",
-			expectedError:  false,
-		},
-		{
-			name:           "jsonl format",
-			queryParams:    url.Values{"format": {"jsonl"}},
-			expectedFormat: "jsonl",
-			expectedError:  false,
-		},
-		{
-			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 traceQuery(limit int) qbtypes.QueryEnvelope {
+	return qbtypes.QueryEnvelope{
+		Type: qbtypes.QueryTypeBuilder,
+		Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{Limit: limit},
 	}
 }
 
-func TestGetExportQueryLimit(t *testing.T) {
+func traceOperatorQuery(limit int) qbtypes.QueryEnvelope {
+	return qbtypes.QueryEnvelope{
+		Type: qbtypes.QueryTypeTraceOperator,
+		Spec: qbtypes.QueryBuilderTraceOperator{Limit: limit},
+	}
+}
+
+func makeRequest(queries ...qbtypes.QueryEnvelope) qbtypes.QueryRangeRequest {
+	return qbtypes.QueryRangeRequest{
+		CompositeQuery: qbtypes.CompositeQuery{Queries: queries},
+	}
+}
+
+func TestValidateAndApplyExportLimits(t *testing.T) {
 	tests := []struct {
 		name          string
-		queryParams   url.Values
-		expectedLimit int
+		req           qbtypes.QueryRangeRequest
 		expectedError bool
+		// assertions on each query after the call (indexed)
+		checkQueries func(t *testing.T, queries []qbtypes.QueryEnvelope)
 	}{
 		{
-			name:          "default limit",
-			queryParams:   url.Values{},
-			expectedLimit: DefaultExportRowCountLimit,
-			expectedError: false,
+			name: "single log query, zero limit gets default",
+			req:  makeRequest(logQuery(0)),
+			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
+				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
+			},
 		},
 		{
-			name:          "valid limit",
-			queryParams:   url.Values{"limit": {"5000"}},
-			expectedLimit: 5000,
-			expectedError: false,
+			name: "single log query, valid limit kept",
+			req:  makeRequest(logQuery(1000)),
+			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
+				assert.Equal(t, 1000, q[0].GetLimit())
+			},
 		},
 		{
-			name:          "maximum limit",
-			queryParams:   url.Values{"limit": {strconv.Itoa(MaxExportRowCountLimit)}},
-			expectedLimit: MaxExportRowCountLimit,
-			expectedError: false,
+			name: "single log query, max limit kept",
+			req:  makeRequest(logQuery(MaxExportRowCountLimit)),
+			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
+				assert.Equal(t, MaxExportRowCountLimit, q[0].GetLimit())
+			},
 		},
 		{
-			name:          "limit exceeds maximum",
-			queryParams:   url.Values{"limit": {"100000"}},
-			expectedLimit: 0,
+			name:          "single log query, limit exceeds max",
+			req:           makeRequest(logQuery(MaxExportRowCountLimit + 1)),
 			expectedError: true,
 		},
 		{
-			name:          "invalid limit format",
-			queryParams:   url.Values{"limit": {"invalid"}},
-			expectedLimit: 0,
+			name:          "single log query, negative limit",
+			req:           makeRequest(logQuery(-1)),
 			expectedError: true,
 		},
 		{
-			name:          "negative limit",
-			queryParams:   url.Values{"limit": {"-100"}},
-			expectedLimit: 0,
+			name: "single trace query, zero limit gets default",
+			req:  makeRequest(traceQuery(0)),
+			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
+				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
+			},
+		},
+		{
+			name:          "multiple queries without trace operator",
+			req:           makeRequest(logQuery(0), traceQuery(0)),
+			expectedError: true,
+		},
+		{
+			name: "trace operator alone, zero limit gets default",
+			req:  makeRequest(traceOperatorQuery(0)),
+			checkQueries: func(t *testing.T, q []qbtypes.QueryEnvelope) {
+				assert.Equal(t, DefaultExportRowCountLimit, q[0].GetLimit())
+			},
+		},
+		{
+			name:          "unsupported query type",
+			req:           makeRequest(qbtypes.QueryEnvelope{Type: qbtypes.QueryTypeBuilder, Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{}}),
 			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)
+			err := validateAndApplyExportLimits(&tt.req)
 			if tt.expectedError {
 				assert.Error(t, err)
 			} else {
 				assert.NoError(t, err)
+				if tt.checkQueries != nil {
+					tt.checkQueries(t, tt.req.CompositeQuery.Queries)
+				}
 			}
 		})
 	}
 }
 
-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) {
+func TestParseExportQueryColumns(t *testing.T) {
 	tests := []struct {
 		name            string
-		queryParams     url.Values
+		input           []string
 		expectedColumns []telemetrytypes.TelemetryFieldKey
 	}{
 		{
-			name:            "no columns specified",
-			queryParams:     url.Values{},
+			name:            "empty input",
+			input:           []string{},
 			expectedColumns: []telemetrytypes.TelemetryFieldKey{},
 		},
 		{
-			name: "single column",
-			queryParams: url.Values{
-				"columns": {"timestamp"},
-			},
+			name:  "single column",
+			input: []string{"timestamp"},
 			expectedColumns: []telemetrytypes.TelemetryFieldKey{
 				{Name: "timestamp"},
 			},
 		},
 		{
-			name: "multiple columns",
-			queryParams: url.Values{
-				"columns": {"timestamp", "message", "level"},
-			},
+			name:  "multiple columns",
+			input: []string{"timestamp", "message", "level"},
 			expectedColumns: []telemetrytypes.TelemetryFieldKey{
 				{Name: "timestamp"},
 				{Name: "message"},
@@ -264,211 +155,86 @@ func TestGetExportQueryColumns(t *testing.T) {
 			},
 		},
 		{
-			name: "empty column name (should be skipped)",
-			queryParams: url.Values{
-				"columns": {"timestamp", "", "level"},
-			},
+			name:  "empty entry is skipped",
+			input: []string{"timestamp", "", "level"},
 			expectedColumns: []telemetrytypes.TelemetryFieldKey{
 				{Name: "timestamp"},
 				{Name: "level"},
 			},
 		},
 		{
-			name: "whitespace column name (should be skipped)",
-			queryParams: url.Values{
-				"columns": {"timestamp", "   ", "level"},
-			},
+			name:  "whitespace-only entry is skipped",
+			input: []string{"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"},
-			},
+			name:  "column with context and type",
+			input: []string{"attribute.user:string"},
 			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"},
-			},
+			name:  "column with context, dot-notation name",
+			input: []string{"attribute.user.string"},
 			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) {
-			columns := getExportQueryColumns(tt.queryParams)
+			columns := parseExportQueryColumns(tt.input)
 			assert.Equal(t, len(tt.expectedColumns), len(columns))
-			for i, expectedCol := range tt.expectedColumns {
-				assert.Equal(t, expectedCol, columns[i])
+			for i, expected := range tt.expectedColumns {
+				assert.Equal(t, expected, columns[i])
 			}
 		})
 	}
 }
 
-func TestGetExportQueryOrderBy(t *testing.T) {
+func TestParseExportQueryOrderBy(t *testing.T) {
 	tests := []struct {
 		name          string
-		queryParams   url.Values
+		input         string
 		expectedOrder []qbtypes.OrderBy
-		expectedError bool
 	}{
 		{
-			name:        "no order specified",
-			queryParams: url.Values{},
+			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: telemetrylogs.LogsV2TimestampColumn,
-						},
-					},
-				},
-				{
-					Direction: qbtypes.OrderDirectionDesc,
-					Key: qbtypes.OrderByKey{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name: telemetrylogs.LogsV2IDColumn,
-						},
+						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "timestamp"},
 					},
 				},
 			},
-			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"},
-			},
+			name:  "column with context and type qualifier",
+			input: "attribute.user:string:desc",
 			expectedOrder: []qbtypes.OrderBy{
 				{
 					Direction: qbtypes.OrderDirectionDesc,
@@ -481,13 +247,10 @@ func TestGetExportQueryOrderBy(t *testing.T) {
 					},
 				},
 			},
-			expectedError: false,
 		},
 		{
-			name: "valid order name (should be included)",
-			queryParams: url.Values{
-				"order_by": {"attribute.user.string:desc", "id:asc"},
-			},
+			name:  "column with context, dot-notation name",
+			input: "attribute.user.string:desc",
 			expectedOrder: []qbtypes.OrderBy{
 				{
 					Direction: qbtypes.OrderDirectionDesc,
@@ -499,21 +262,31 @@ func TestGetExportQueryOrderBy(t *testing.T) {
 					},
 				},
 			},
-			expectedError: false,
+		},
+		{
+			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, err := getExportQueryOrderBy(tt.queryParams)
-			if tt.expectedError {
-				assert.Error(t, err)
-			} else {
-				assert.NoError(t, err)
-				assert.Equal(t, len(tt.expectedOrder), len(order))
-				for i, expectedOrd := range tt.expectedOrder {
-					assert.Equal(t, expectedOrd, order[i])
-				}
+			order := parseExportQueryOrderBy(tt.input)
+			assert.Equal(t, len(tt.expectedOrder), len(order))
+			for i, expected := range tt.expectedOrder {
+				assert.Equal(t, expected, order[i])
 			}
 		})
 	}
@@ -529,10 +302,8 @@ func TestConstructCSVHeaderFromQueryResponse(t *testing.T) {
 
 	header := constructCSVHeaderFromQueryResponse(data)
 
-	// 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)
 	}

pkg/modules/rawdataexport/implrawdataexport/module.go

@@ -23,8 +23,26 @@ 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) {
 
-	spec := rangeRequest.CompositeQuery.Queries[0].Spec.(qbtypes.QueryBuilderQuery[qbtypes.LogAggregation])
-	rowCountLimit := spec.Limit
+	isTraceOperatorQueryPresent := false
+	traceOperatorQueryIndex := -1
+
+	queries := rangeRequest.CompositeQuery.Queries
+	for idx := range len(queries) {
+		if _, ok := queries[idx].Spec.(qbtypes.QueryBuilderTraceOperator); ok {
+			isTraceOperatorQueryPresent = true
+			traceOperatorQueryIndex = idx
+			break
+		}
+	}
+
+	// If the trace operator query is present, mark the queries other than trace operator as disabled
+	if isTraceOperatorQueryPresent {
+		for idx := range len(queries) {
+			if idx != traceOperatorQueryIndex {
+				queries[idx].SetDisabled(true)
+			}
+		}
+	}
 
 	rowChan := make(chan *qbtypes.RawRow, 1)
 	errChan := make(chan error, 1)
@@ -38,52 +56,62 @@ func (m *Module) ExportRawData(ctx context.Context, orgID valuer.UUID, rangeRequ
 		defer close(errChan)
 		defer close(rowChan)
 
-		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
-
+		if isTraceOperatorQueryPresent {
+			// 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)
 		}
 	}()
 
 	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) {
+
+	query := rangeRequest.CompositeQuery.Queries[queryIndex]
+	rowCountLimit := query.GetLimit()
+	rowCount := 0
+
+	for rowCount < rowCountLimit {
+		chunkSize := min(ChunkSize, rowCountLimit-rowCount)
+		query.SetLimit(chunkSize)
+		query.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/modules/thirdpartyapi/translator.go

@@ -120,6 +120,8 @@ func FilterResponse(results []*qbtypes.QueryRangeResponse) []*qbtypes.QueryRange
 					}
 				}
 				resultData.Rows = filteredRows
+			case *qbtypes.ScalarData:
+				resultData.Data = filterScalarDataIPs(resultData.Columns, resultData.Data)
 			}
 
 			filteredData = append(filteredData, result)
@@ -145,6 +147,39 @@ func shouldIncludeSeries(series *qbtypes.TimeSeries) bool {
 	return true
 }
 
+func filterScalarDataIPs(columns []*qbtypes.ColumnDescriptor, data [][]any) [][]any {
+	// Find column indices for server address fields
+	serverColIndices := make([]int, 0)
+	for i, col := range columns {
+		if col.Name == derivedKeyHTTPHost {
+			serverColIndices = append(serverColIndices, i)
+		}
+	}
+
+	if len(serverColIndices) == 0 {
+		return data
+	}
+
+	filtered := make([][]any, 0, len(data))
+	for _, row := range data {
+		includeRow := true
+		for _, colIdx := range serverColIndices {
+			if colIdx < len(row) {
+				if strVal, ok := row[colIdx].(string); ok {
+					if net.ParseIP(strVal) != nil {
+						includeRow = false
+						break
+					}
+				}
+			}
+		}
+		if includeRow {
+			filtered = append(filtered, row)
+		}
+	}
+	return filtered
+}
+
 func shouldIncludeRow(row *qbtypes.RawRow) bool {
 	if row.Data != nil {
 		if domainVal, ok := row.Data[derivedKeyHTTPHost]; ok {

pkg/modules/thirdpartyapi/translator_test.go

@@ -117,6 +117,59 @@ func TestFilterResponse(t *testing.T) {
 				},
 			},
 		},
+		{
+			name: "should filter out IP addresses from scalar data",
+			input: []*qbtypes.QueryRangeResponse{
+				{
+					Data: qbtypes.QueryData{
+						Results: []any{
+							&qbtypes.ScalarData{
+								QueryName: "endpoints",
+								Columns: []*qbtypes.ColumnDescriptor{
+									{
+										TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: derivedKeyHTTPHost},
+										Type:              qbtypes.ColumnTypeGroup,
+									},
+									{
+										TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "endpoints"},
+										Type:              qbtypes.ColumnTypeAggregation,
+									},
+								},
+								Data: [][]any{
+									{"192.168.1.1", 10},
+									{"example.com", 20},
+									{"10.0.0.1", 5},
+								},
+							},
+						},
+					},
+				},
+			},
+			expected: []*qbtypes.QueryRangeResponse{
+				{
+					Data: qbtypes.QueryData{
+						Results: []any{
+							&qbtypes.ScalarData{
+								QueryName: "endpoints",
+								Columns: []*qbtypes.ColumnDescriptor{
+									{
+										TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: derivedKeyHTTPHost},
+										Type:              qbtypes.ColumnTypeGroup,
+									},
+									{
+										TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{Name: "endpoints"},
+										Type:              qbtypes.ColumnTypeAggregation,
+									},
+								},
+								Data: [][]any{
+									{"example.com", 20},
+								},
+							},
+						},
+					},
+				},
+			},
+		},
 	}
 
 	for _, tt := range tests {

pkg/modules/user/impluser/getter.go

@@ -2,18 +2,22 @@ package impluser
 
 import (
 	"context"
+	"slices"
 
+	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/user"
 	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 type getter struct {
-	store types.UserStore
+	store   types.UserStore
+	flagger flagger.Flagger
 }
 
-func NewGetter(store types.UserStore) user.Getter {
-	return &getter{store: store}
+func NewGetter(store types.UserStore, flagger flagger.Flagger) user.Getter {
+	return &getter{store: store, flagger: flagger}
 }
 
 func (module *getter) GetRootUserByOrgID(ctx context.Context, orgID valuer.UUID) (*types.User, error) {
@@ -26,6 +30,14 @@ func (module *getter) ListByOrgID(ctx context.Context, orgID valuer.UUID) ([]*ty
 		return nil, err
 	}
 
+	// filter root users if feature flag `hide_root_users` is true
+	evalCtx := featuretypes.NewFlaggerEvaluationContext(orgID)
+	hideRootUsers := module.flagger.BooleanOrEmpty(ctx, flagger.FeatureHideRootUser, evalCtx)
+
+	if hideRootUsers {
+		users = slices.DeleteFunc(users, func(user *types.User) bool { return user.IsRoot })
+	}
+
 	return users, nil
 }
 

pkg/querier/builder_query.go

@@ -80,11 +80,16 @@ func (q *builderQuery[T]) Fingerprint() string {
 			case qbtypes.LogAggregation:
 				aggParts = append(aggParts, a.Expression)
 			case qbtypes.MetricAggregation:
-				aggParts = append(aggParts, fmt.Sprintf("%s:%s:%s:%s",
+				var spaceAggParamStr string
+				if a.ComparisonSpaceAggregationParam != nil {
+					spaceAggParamStr = a.ComparisonSpaceAggregationParam.StringValue()
+				}
+				aggParts = append(aggParts, fmt.Sprintf("%s:%s:%s:%s:%s",
 					a.MetricName,
 					a.Temporality.StringValue(),
 					a.TimeAggregation.StringValue(),
 					a.SpaceAggregation.StringValue(),
+					spaceAggParamStr,
 				))
 			}
 		}

pkg/querier/querier.go

@@ -276,15 +276,17 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 
 	// Fetch temporality for all metrics at once
 	var metricTemporality map[string]metrictypes.Temporality
+	var metricTypes map[string]metrictypes.Type
 	if len(metricNames) > 0 {
 		var err error
-		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, req.Start, req.End, metricNames...)
+		metricTemporality, metricTypes, err = q.metadataStore.FetchTemporalityAndTypeMulti(ctx, req.Start, req.End, metricNames...)
 		if err != nil {
 			q.logger.WarnContext(ctx, "failed to fetch metric temporality", "error", err, "metrics", metricNames)
 			// Continue without temporality - statement builder will handle unspecified
 			metricTemporality = make(map[string]metrictypes.Temporality)
+			metricTypes = make(map[string]metrictypes.Type)
 		}
-		q.logger.DebugContext(ctx, "fetched metric temporalities", "metric_temporality", metricTemporality)
+		q.logger.DebugContext(ctx, "fetched metric temporalities and types", "metric_temporality", metricTemporality, "metric_types", metricTypes)
 	}
 
 	queries := make(map[string]qbtypes.Query)
@@ -380,6 +382,12 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 					if spec.Aggregations[i].Temporality == metrictypes.Unknown {
 						spec.Aggregations[i].Temporality = metrictypes.Unspecified
 					}
+
+					if spec.Aggregations[i].MetricName != "" && spec.Aggregations[i].Type == metrictypes.UnspecifiedType {
+						if foundMetricType, ok := metricTypes[spec.Aggregations[i].MetricName]; ok && foundMetricType != metrictypes.UnspecifiedType {
+							spec.Aggregations[i].Type = foundMetricType
+						}
+					}
 				}
 				spec.ShiftBy = extractShiftFromBuilderQuery(spec)
 				timeRange := adjustTimeRangeForShift(spec, qbtypes.TimeRange{From: req.Start, To: req.End}, req.RequestType)

pkg/query-service/app/http_handler.go

@@ -572,9 +572,6 @@ 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/handler_test.go

@@ -11,8 +11,11 @@ import (
 	"github.com/SigNoz/signoz/pkg/alertmanager/signozalertmanager"
 	"github.com/SigNoz/signoz/pkg/emailing/emailingtest"
 	"github.com/SigNoz/signoz/pkg/factory/factorytest"
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
 	"github.com/SigNoz/signoz/pkg/modules/organization/implorganization"
+	"github.com/SigNoz/signoz/pkg/modules/user/impluser"
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/queryparser"
 	"github.com/SigNoz/signoz/pkg/sharder"
@@ -41,7 +44,13 @@ func TestNewHandlers(t *testing.T) {
 	queryParser := queryparser.New(providerSettings)
 	require.NoError(t, err)
 	dashboardModule := impldashboard.NewModule(impldashboard.NewStore(sqlstore), providerSettings, nil, orgGetter, queryParser)
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule)
+
+	flagger, err := flagger.New(context.Background(), instrumentationtest.New().ToProviderSettings(), flagger.Config{}, flagger.MustNewRegistry())
+	require.NoError(t, err)
+
+	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings), flagger)
+
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter)
 
 	querierHandler := querier.NewHandler(providerSettings, nil, nil)
 	handlers := NewHandlers(modules, providerSettings, nil, querierHandler, nil, nil, nil, nil, nil, nil, nil)

pkg/signoz/module.go

@@ -85,11 +85,11 @@ func NewModules(
 	queryParser queryparser.QueryParser,
 	config Config,
 	dashboard dashboard.Module,
+	userGetter user.Getter,
 ) Modules {
 	quickfilter := implquickfilter.NewModule(implquickfilter.NewStore(sqlstore))
 	orgSetter := implorganization.NewSetter(implorganization.NewStore(sqlstore), alertmanager, quickfilter)
 	user := impluser.NewModule(impluser.NewStore(sqlstore, providerSettings), tokenizer, emailing, providerSettings, orgSetter, authz, analytics, config.User)
-	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings))
 	ruleStore := sqlrulestore.NewRuleStore(sqlstore, queryParser, providerSettings)
 
 	return Modules{

pkg/signoz/module_test.go

@@ -11,8 +11,11 @@ import (
 	"github.com/SigNoz/signoz/pkg/alertmanager/signozalertmanager"
 	"github.com/SigNoz/signoz/pkg/emailing/emailingtest"
 	"github.com/SigNoz/signoz/pkg/factory/factorytest"
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
 	"github.com/SigNoz/signoz/pkg/modules/organization/implorganization"
+	"github.com/SigNoz/signoz/pkg/modules/user/impluser"
 	"github.com/SigNoz/signoz/pkg/queryparser"
 	"github.com/SigNoz/signoz/pkg/sharder"
 	"github.com/SigNoz/signoz/pkg/sharder/noopsharder"
@@ -40,7 +43,13 @@ func TestNewModules(t *testing.T) {
 	queryParser := queryparser.New(providerSettings)
 	require.NoError(t, err)
 	dashboardModule := impldashboard.NewModule(impldashboard.NewStore(sqlstore), providerSettings, nil, orgGetter, queryParser)
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule)
+
+	flagger, err := flagger.New(context.Background(), instrumentationtest.New().ToProviderSettings(), flagger.Config{}, flagger.MustNewRegistry())
+	require.NoError(t, err)
+
+	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings), flagger)
+
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter)
 
 	reflectVal := reflect.ValueOf(modules)
 	for i := 0; i < reflectVal.NumField(); i++ {

pkg/signoz/openapi.go

@@ -22,6 +22,7 @@ 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"
@@ -57,6 +58,7 @@ 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

@@ -169,6 +169,7 @@ func NewSQLMigrationProviderFactories(
 		sqlmigration.NewAddAnonymousPublicDashboardTransactionFactory(sqlstore),
 		sqlmigration.NewAddRootUserFactory(sqlstore, sqlschema),
 		sqlmigration.NewAddUserEmailOrgIDIndexFactory(sqlstore, sqlschema),
+		sqlmigration.NewMigrateRulesV4ToV5Factory(sqlstore, telemetryStore),
 	)
 }
 
@@ -252,6 +253,7 @@ func NewAPIServerProviderFactories(orgGetter organization.Getter, authz authz.Au
 			handlers.GatewayHandler,
 			handlers.Fields,
 			handlers.AuthzHandler,
+			handlers.RawDataExport,
 			handlers.ZeusHandler,
 			handlers.QuerierHandler,
 		),

pkg/signoz/provider_test.go

@@ -1,11 +1,13 @@
 package signoz
 
 import (
+	"context"
 	"testing"
 
 	"github.com/DATA-DOG/go-sqlmock"
 	"github.com/SigNoz/signoz/pkg/alertmanager/nfmanager/nfmanagertest"
 	"github.com/SigNoz/signoz/pkg/analytics"
+	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/modules/organization/implorganization"
 	"github.com/SigNoz/signoz/pkg/modules/user/impluser"
@@ -75,7 +77,12 @@ func TestNewProviderFactories(t *testing.T) {
 	})
 
 	assert.NotPanics(t, func() {
-		userGetter := impluser.NewGetter(impluser.NewStore(sqlstoretest.New(sqlstore.Config{Provider: "sqlite"}, sqlmock.QueryMatcherEqual), instrumentationtest.New().ToProviderSettings()))
+		flagger, err := flagger.New(context.Background(), instrumentationtest.New().ToProviderSettings(), flagger.Config{}, flagger.MustNewRegistry())
+		if err != nil {
+			panic(err)
+		}
+
+		userGetter := impluser.NewGetter(impluser.NewStore(sqlstoretest.New(sqlstore.Config{Provider: "sqlite"}, sqlmock.QueryMatcherEqual), instrumentationtest.New().ToProviderSettings()), flagger)
 		orgGetter := implorganization.NewGetter(implorganization.NewStore(sqlstoretest.New(sqlstore.Config{Provider: "sqlite"}, sqlmock.QueryMatcherEqual)), nil)
 		telemetryStore := telemetrystoretest.New(telemetrystore.Config{Provider: "clickhouse"}, sqlmock.QueryMatcherEqual)
 		NewStatsReporterProviderFactories(telemetryStore, []statsreporter.StatsCollector{}, orgGetter, userGetter, tokenizertest.NewMockTokenizer(t), version.Build{}, analytics.Config{Enabled: true})

pkg/signoz/signoz.go

@@ -280,7 +280,7 @@ func New(
 	}
 
 	// Initialize user getter
-	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings))
+	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings), flagger)
 
 	licensingProviderFactory := licenseProviderFactory(sqlstore, zeus, orgGetter, analytics)
 	licensing, err := licensingProviderFactory.New(
@@ -388,7 +388,7 @@ func New(
 	}
 
 	// Initialize all modules
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, analytics, querier, telemetrystore, telemetryMetadataStore, authNs, authz, cache, queryParser, config, dashboard)
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, analytics, querier, telemetrystore, telemetryMetadataStore, authNs, authz, cache, queryParser, config, dashboard, userGetter)
 
 	userService := impluser.NewService(providerSettings, impluser.NewStore(sqlstore, providerSettings), modules.User, orgGetter, authz, config.User.Root)
 

pkg/sqlmigration/066_migrate_rules_v4_to_v5_post_deprecation.go

@@ -0,0 +1,209 @@
+package sqlmigration
+
+import (
+	"context"
+	"database/sql"
+	"encoding/json"
+	"log/slog"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/transition"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/migrate"
+)
+
+type migrateRulesV4ToV5 struct {
+	store          sqlstore.SQLStore
+	telemetryStore telemetrystore.TelemetryStore
+	logger         *slog.Logger
+}
+
+func NewMigrateRulesV4ToV5Factory(
+	store sqlstore.SQLStore,
+	telemetryStore telemetrystore.TelemetryStore,
+) factory.ProviderFactory[SQLMigration, Config] {
+	return factory.NewProviderFactory(
+		factory.MustNewName("migrate_rules_post_deprecation"),
+		func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
+			return &migrateRulesV4ToV5{
+				store:          store,
+				telemetryStore: telemetryStore,
+				logger:         ps.Logger,
+			}, nil
+		})
+}
+
+func (migration *migrateRulesV4ToV5) Register(migrations *migrate.Migrations) error {
+	if err := migrations.Register(migration.Up, migration.Down); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (migration *migrateRulesV4ToV5) getLogDuplicateKeys(ctx context.Context) ([]string, error) {
+	query := `
+		SELECT name
+		FROM (
+			SELECT DISTINCT name FROM signoz_logs.distributed_logs_attribute_keys
+			INTERSECT
+			SELECT DISTINCT name FROM signoz_logs.distributed_logs_resource_keys
+		)
+		ORDER BY name
+	`
+
+	rows, err := migration.telemetryStore.ClickhouseDB().Query(ctx, query)
+	if err != nil {
+		migration.logger.WarnContext(ctx, "failed to query log duplicate keys", "error", err)
+		return nil, nil
+	}
+	defer rows.Close()
+
+	var keys []string
+	for rows.Next() {
+		var key string
+		if err := rows.Scan(&key); err != nil {
+			migration.logger.WarnContext(ctx, "failed to scan log duplicate key", "error", err)
+			continue
+		}
+		keys = append(keys, key)
+	}
+
+	return keys, nil
+}
+
+func (migration *migrateRulesV4ToV5) getTraceDuplicateKeys(ctx context.Context) ([]string, error) {
+	query := `
+		SELECT tagKey
+		FROM signoz_traces.distributed_span_attributes_keys
+		WHERE tagType IN ('tag', 'resource')
+		GROUP BY tagKey
+		HAVING COUNT(DISTINCT tagType) > 1
+		ORDER BY tagKey
+	`
+
+	rows, err := migration.telemetryStore.ClickhouseDB().Query(ctx, query)
+	if err != nil {
+		migration.logger.WarnContext(ctx, "failed to query trace duplicate keys", "error", err)
+		return nil, nil
+	}
+	defer rows.Close()
+
+	var keys []string
+	for rows.Next() {
+		var key string
+		if err := rows.Scan(&key); err != nil {
+			migration.logger.WarnContext(ctx, "failed to scan trace duplicate key", "error", err)
+			continue
+		}
+		keys = append(keys, key)
+	}
+
+	return keys, nil
+}
+
+func (migration *migrateRulesV4ToV5) Up(ctx context.Context, db *bun.DB) error {
+	logsKeys, err := migration.getLogDuplicateKeys(ctx)
+	if err != nil {
+		return err
+	}
+
+	tracesKeys, err := migration.getTraceDuplicateKeys(ctx)
+	if err != nil {
+		return err
+	}
+
+	tx, err := db.BeginTx(ctx, nil)
+	if err != nil {
+		return err
+	}
+
+	defer func() {
+		_ = tx.Rollback()
+	}()
+
+	var rules []struct {
+		ID   string         `bun:"id"`
+		Data map[string]any `bun:"data"`
+	}
+
+	err = tx.NewSelect().
+		Table("rule").
+		Column("id", "data").
+		Scan(ctx, &rules)
+	if err != nil {
+		if err == sql.ErrNoRows {
+			return nil
+		}
+		return err
+	}
+
+	alertsMigrator := transition.NewAlertMigrateV5(migration.logger, logsKeys, tracesKeys)
+
+	count := 0
+
+	for _, rule := range rules {
+		version, _ := rule.Data["version"].(string)
+
+		if version == "v5" {
+			continue
+		}
+
+		if version == "" {
+			migration.logger.WarnContext(ctx, "unexpected empty version for rule", "rule_id", rule.ID)
+		}
+
+		migration.logger.InfoContext(ctx, "migrating rule v4 to v5", "rule_id", rule.ID, "current_version", version)
+
+		// Check if the queries envelope already exists and is non-empty
+		hasQueriesEnvelope := false
+		if condition, ok := rule.Data["condition"].(map[string]any); ok {
+			if compositeQuery, ok := condition["compositeQuery"].(map[string]any); ok {
+				if queries, ok := compositeQuery["queries"].([]any); ok && len(queries) > 0 {
+					hasQueriesEnvelope = true
+				}
+			}
+		}
+
+		if hasQueriesEnvelope {
+			// already has queries envelope, just bump version
+			// this is because user made a mistake of choosing version
+			migration.logger.InfoContext(ctx, "rule already has queries envelope, bumping version", "rule_id", rule.ID)
+			rule.Data["version"] = "v5"
+		} else {
+			// old format, run full migration
+			migration.logger.InfoContext(ctx, "rule has old format, running full migration", "rule_id", rule.ID)
+			updated := alertsMigrator.Migrate(ctx, rule.Data)
+			if !updated {
+				migration.logger.WarnContext(ctx, "expected updated to be true but got false", "rule_id", rule.ID)
+				continue
+			}
+			rule.Data["version"] = "v5"
+		}
+
+		dataJSON, err := json.Marshal(rule.Data)
+		if err != nil {
+			return err
+		}
+
+		_, err = tx.NewUpdate().
+			Table("rule").
+			Set("data = ?", string(dataJSON)).
+			Where("id = ?", rule.ID).
+			Exec(ctx)
+		if err != nil {
+			return err
+		}
+		count++
+	}
+	if count != 0 {
+		migration.logger.InfoContext(ctx, "migrate v4 alerts", "count", count)
+	}
+
+	return tx.Commit()
+}
+
+func (migration *migrateRulesV4ToV5) Down(ctx context.Context, db *bun.DB) error {
+	return nil
+}

pkg/telemetrymetadata/body_json_metadata.go

@@ -10,7 +10,6 @@ import (
 	"github.com/ClickHouse/clickhouse-go/v2/lib/chcol"
 	schemamigrator "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
 	"github.com/SigNoz/signoz-otel-collector/constants"
-	"github.com/SigNoz/signoz-otel-collector/utils"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	"github.com/SigNoz/signoz/pkg/telemetrylogs"
@@ -113,7 +112,7 @@ func (t *telemetryMetaStore) buildBodyJSONPaths(ctx context.Context,
 
 	for _, fieldKey := range fieldKeys {
 		promotedKey := strings.Split(fieldKey.Name, telemetrytypes.ArraySep)[0]
-		fieldKey.Materialized = promoted.Contains(promotedKey)
+		fieldKey.Materialized = promoted[promotedKey]
 		fieldKey.Indexes = indexes[fieldKey.Name]
 	}
 
@@ -295,33 +294,6 @@ func (t *telemetryMetaStore) ListLogsJSONIndexes(ctx context.Context, filters ..
 	return indexes, nil
 }
 
-func (t *telemetryMetaStore) ListPromotedPaths(ctx context.Context, paths ...string) (map[string]struct{}, error) {
-	sb := sqlbuilder.Select("path").From(fmt.Sprintf("%s.%s", DBName, PromotedPathsTableName))
-	pathConditions := []string{}
-	for _, path := range paths {
-		pathConditions = append(pathConditions, sb.Equal("path", path))
-	}
-	sb.Where(sb.Or(pathConditions...))
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
-	if err != nil {
-		return nil, errors.WrapInternalf(err, CodeFailLoadPromotedPaths, "failed to load promoted paths")
-	}
-	defer rows.Close()
-
-	next := make(map[string]struct{})
-	for rows.Next() {
-		var path string
-		if err := rows.Scan(&path); err != nil {
-			return nil, errors.WrapInternalf(err, CodeFailLoadPromotedPaths, "failed to scan promoted path")
-		}
-		next[path] = struct{}{}
-	}
-
-	return next, nil
-}
-
 // TODO(Piyush): Remove this if not used in future
 func (t *telemetryMetaStore) ListJSONValues(ctx context.Context, path string, limit int) (*telemetrytypes.TelemetryFieldValues, bool, error) {
 	path = CleanPathPrefixes(path)
@@ -484,11 +456,12 @@ func derefValue(v any) any {
 	return val.Interface()
 }
 
-// IsPathPromoted checks if a specific path is promoted
+// IsPathPromoted checks if a specific path is promoted (Column Evolution table: field_name for logs body).
 func (t *telemetryMetaStore) IsPathPromoted(ctx context.Context, path string) (bool, error) {
 	split := strings.Split(path, telemetrytypes.ArraySep)
-	query := fmt.Sprintf("SELECT 1 FROM %s.%s WHERE path = ? LIMIT 1", DBName, PromotedPathsTableName)
-	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, split[0])
+	pathSegment := split[0]
+	query := fmt.Sprintf("SELECT 1 FROM %s.%s WHERE signal = ? AND column_name = ? AND field_context = ? AND field_name = ? LIMIT 1", DBName, PromotedPathsTableName)
+	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, telemetrytypes.SignalLogs, telemetrylogs.LogsV2BodyPromotedColumn, telemetrytypes.FieldContextBody, pathSegment)
 	if err != nil {
 		return false, errors.WrapInternalf(err, CodeFailCheckPathPromoted, "failed to check if path %s is promoted", path)
 	}
@@ -497,15 +470,24 @@ func (t *telemetryMetaStore) IsPathPromoted(ctx context.Context, path string) (b
 	return rows.Next(), nil
 }
 
-// GetPromotedPaths checks if a specific path is promoted
-func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...string) (*utils.ConcurrentSet[string], error) {
-	sb := sqlbuilder.Select("path").From(fmt.Sprintf("%s.%s", DBName, PromotedPathsTableName))
-	pathConditions := []string{}
-	for _, path := range paths {
-		split := strings.Split(path, telemetrytypes.ArraySep)
-		pathConditions = append(pathConditions, sb.Equal("path", split[0]))
+// GetPromotedPaths returns promoted paths from the Column Evolution table (field_name for logs body).
+func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...string) (map[string]bool, error) {
+	sb := sqlbuilder.Select("field_name").From(fmt.Sprintf("%s.%s", DBName, PromotedPathsTableName))
+	conditions := []string{
+		sb.Equal("signal", telemetrytypes.SignalLogs),
+		sb.Equal("column_name", telemetrylogs.LogsV2BodyPromotedColumn),
+		sb.Equal("field_context", telemetrytypes.FieldContextBody),
+		sb.NotEqual("field_name", "__all__"),
 	}
-	sb.Where(sb.Or(pathConditions...))
+	if len(paths) > 0 {
+		pathArgs := make([]interface{}, len(paths))
+		for i, path := range paths {
+			split := strings.Split(path, telemetrytypes.ArraySep)
+			pathArgs[i] = split[0]
+		}
+		conditions = append(conditions, sb.In("field_name", pathArgs))
+	}
+	sb.Where(sb.And(conditions...))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
@@ -514,13 +496,13 @@ func (t *telemetryMetaStore) GetPromotedPaths(ctx context.Context, paths ...stri
 	}
 	defer rows.Close()
 
-	promotedPaths := utils.NewConcurrentSet[string]()
+	promotedPaths := make(map[string]bool)
 	for rows.Next() {
-		var path string
-		if err := rows.Scan(&path); err != nil {
+		var fieldName string
+		if err := rows.Scan(&fieldName); err != nil {
 			return nil, errors.WrapInternalf(err, CodeFailCheckPathPromoted, "failed to scan promoted path")
 		}
-		promotedPaths.Insert(path)
+		promotedPaths[fieldName] = true
 	}
 
 	return promotedPaths, nil
@@ -534,21 +516,22 @@ func CleanPathPrefixes(path string) string {
 	return path
 }
 
+// PromotePaths inserts promoted paths into the Column Evolution table (same schema as signoz-otel-collector metadata_migrations).
 func (t *telemetryMetaStore) PromotePaths(ctx context.Context, paths ...string) error {
 	batch, err := t.telemetrystore.ClickhouseDB().PrepareBatch(ctx,
-		fmt.Sprintf("INSERT INTO %s.%s (path, created_at) VALUES", DBName,
+		fmt.Sprintf("INSERT INTO %s.%s (signal, column_name, column_type, field_context, field_name, version, release_time) VALUES", DBName,
 			PromotedPathsTableName))
 	if err != nil {
 		return errors.WrapInternalf(err, CodeFailedToPrepareBatch, "failed to prepare batch")
 	}
 
-	nowMs := uint64(time.Now().UnixMilli())
+	releaseTime := time.Now().UnixNano()
 	for _, p := range paths {
 		trimmed := strings.TrimSpace(p)
 		if trimmed == "" {
 			continue
 		}
-		if err := batch.Append(trimmed, nowMs); err != nil {
+		if err := batch.Append(telemetrytypes.SignalLogs, telemetrylogs.LogsV2BodyPromotedColumn, "JSON()", telemetrytypes.FieldContextBody, trimmed, 0, releaseTime); err != nil {
 			_ = batch.Abort()
 			return errors.WrapInternalf(err, CodeFailedToAppendPath, "failed to append path")
 		}

pkg/telemetrymetadata/metadata.go

@@ -1616,40 +1616,52 @@ func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRang
 }
 
 func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+	temporalities, _, err := t.FetchTemporalityAndTypeMulti(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
+	return temporalities, err
+}
+
+func (t *telemetryMetaStore) FetchTemporalityAndTypeMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, error) {
 	if len(metricNames) == 0 {
-		return make(map[string]metrictypes.Temporality), nil
+		return make(map[string]metrictypes.Temporality), make(map[string]metrictypes.Type), nil
 	}
 
-	result := make(map[string]metrictypes.Temporality)
-	metricsTemporality, err := t.fetchMetricsTemporality(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
+	temporalities := make(map[string]metrictypes.Temporality)
+	types := make(map[string]metrictypes.Type)
+	metricsTemporality, metricTypes, err := t.fetchMetricsTemporalityAndType(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
 	if err != nil {
-		return nil, err
+		return nil, nil, err
 	}
 	// TODO: return error after table migration are run
-	meterMetricsTemporality, _ := t.fetchMeterSourceMetricsTemporality(ctx, metricNames...)
+	meterMetricsTemporality, meterMetricsTypes, _ := t.fetchMeterSourceMetricsTemporalityAndType(ctx, metricNames...)
 
 	// For metrics not found in the database, set to Unknown
 	for _, metricName := range metricNames {
 		if temporality, exists := metricsTemporality[metricName]; exists && len(temporality) > 0 {
 			if len(temporality) > 1 {
-				result[metricName] = metrictypes.Multiple
+				temporalities[metricName] = metrictypes.Multiple
 			} else {
-				result[metricName] = temporality[0]
+				temporalities[metricName] = temporality[0]
 			}
-			continue
+		} else if temporality, exists := meterMetricsTemporality[metricName]; exists {
+			temporalities[metricName] = temporality
+		} else {
+			temporalities[metricName] = metrictypes.Unknown
 		}
-		if temporality, exists := meterMetricsTemporality[metricName]; exists {
-			result[metricName] = temporality
-			continue
+		if metricType, exists := metricTypes[metricName]; exists {
+			types[metricName] = metricType
+		} else if meterMetricType, exists := meterMetricsTypes[metricName]; exists {
+			types[metricName] = meterMetricType
+		} else {
+			types[metricName] = metrictypes.UnspecifiedType
 		}
-		result[metricName] = metrictypes.Unknown
 	}
 
-	return result, nil
+	return temporalities, types, nil
 }
 
-func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, error) {
-	result := make(map[string][]metrictypes.Temporality)
+func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, map[string]metrictypes.Type, error) {
+	temporalities := make(map[string][]metrictypes.Temporality)
+	types := make(map[string]metrictypes.Type)
 
 	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, nil)
 
@@ -1660,6 +1672,8 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryT
 	sb := sqlbuilder.Select(
 		"metric_name",
 		"temporality",
+		"any(type) AS type",
+		"any(is_monotonic) as is_monotonic",
 	).
 		From(t.metricsDBName + "." + tsTableName)
 
@@ -1678,47 +1692,42 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryT
 
 	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
 	if err != nil {
-		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch metric temporality")
+		return nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch metric temporality")
 	}
 	defer rows.Close()
 
 	// Process results
 	for rows.Next() {
-		var metricName, temporalityStr string
-		if err := rows.Scan(&metricName, &temporalityStr); err != nil {
-			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
-		}
-
-		// Convert string to Temporality type
+		var metricName string
 		var temporality metrictypes.Temporality
-		switch temporalityStr {
-		case "Delta":
-			temporality = metrictypes.Delta
-		case "Cumulative":
-			temporality = metrictypes.Cumulative
-		case "Unspecified":
-			temporality = metrictypes.Unspecified
-		default:
-			// Unknown or empty temporality
-			temporality = metrictypes.Unknown
+		var metricType metrictypes.Type
+		var isMonotonic bool
+		if err := rows.Scan(&metricName, &temporality, &metricType, &isMonotonic); err != nil {
+			return nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
 		}
 		if temporality != metrictypes.Unknown {
-			result[metricName] = append(result[metricName], temporality)
+			temporalities[metricName] = append(temporalities[metricName], temporality)
 		}
+		if metricType == metrictypes.SumType && !isMonotonic {
+			metricType = metrictypes.GaugeType
+		}
+		types[metricName] = metricType
 	}
 	if err := rows.Err(); err != nil {
-		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "error iterating over metrics temporality rows")
+		return nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "error iterating over metrics temporality rows")
 	}
 
-	return result, nil
+	return temporalities, types, nil
 }
 
-func (t *telemetryMetaStore) fetchMeterSourceMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
-	result := make(map[string]metrictypes.Temporality)
+func (t *telemetryMetaStore) fetchMeterSourceMetricsTemporalityAndType(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, error) {
+	temporalities := make(map[string]metrictypes.Temporality)
+	types := make(map[string]metrictypes.Type)
 
 	sb := sqlbuilder.Select(
 		"metric_name",
 		"argMax(temporality, unix_milli) as temporality",
+		"any(type) AS type",
 	).From(t.meterDBName + "." + t.meterFieldsTblName)
 
 	// Filter by metric names (in the temporality column due to data mix-up)
@@ -1733,35 +1742,27 @@ func (t *telemetryMetaStore) fetchMeterSourceMetricsTemporality(ctx context.Cont
 
 	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
 	if err != nil {
-		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch meter metric temporality")
+		return nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to fetch meter metric temporality")
 	}
 	defer rows.Close()
 
 	// Process results
 	for rows.Next() {
-		var metricName, temporalityStr string
-		if err := rows.Scan(&metricName, &temporalityStr); err != nil {
-			return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
-		}
-
-		// Convert string to Temporality type
+		var metricName string
 		var temporality metrictypes.Temporality
-		switch temporalityStr {
-		case "Delta":
-			temporality = metrictypes.Delta
-		case "Cumulative":
-			temporality = metrictypes.Cumulative
-		case "Unspecified":
-			temporality = metrictypes.Unspecified
-		default:
-			// Unknown or empty temporality
-			temporality = metrictypes.Unknown
+		var metricType metrictypes.Type
+		var isMonotonic bool
+		if err := rows.Scan(&metricName, &temporality, &metricType, &isMonotonic); err != nil {
+			return nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
 		}
-
-		result[metricName] = temporality
+		if metricType == metrictypes.SumType && !isMonotonic {
+			metricType = metrictypes.GaugeType
+		}
+		temporalities[metricName] = temporality
+		types[metricName] = metricType
 	}
 
-	return result, nil
+	return temporalities, types, nil
 }
 
 // chunkSizeFirstSeenMetricMetadata limits the number of tuples per SQL query to avoid hitting the max_query_size limit.

pkg/telemetrymetadata/tables.go

@@ -7,6 +7,7 @@ const (
 	AttributesMetadataTableName      = "distributed_attributes_metadata"
 	AttributesMetadataLocalTableName = "attributes_metadata"
 	PathTypesTableName               = otelcollectorconst.DistributedPathTypesTable
-	PromotedPathsTableName           = otelcollectorconst.DistributedPromotedPathsTable
+	// Column Evolution table stores promoted paths as (signal, column_name, field_context, field_name); see signoz-otel-collector metadata_migrations.
+	PromotedPathsTableName           = "distributed_column_evolution_metadata"
 	SkipIndexTableName               = "system.data_skipping_indices"
 )

pkg/telemetrymetrics/statement_builder.go

@@ -123,8 +123,7 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 	origTimeAgg := query.Aggregations[0].TimeAggregation
 	origGroupBy := slices.Clone(query.GroupBy)
 
-	if query.Aggregations[0].SpaceAggregation.IsPercentile() &&
-		query.Aggregations[0].Type != metrictypes.ExpHistogramType {
+	if query.Aggregations[0].Type == metrictypes.HistogramType {
 		// add le in the group by if doesn't exist
 		leExists := false
 		for _, g := range query.GroupBy {
@@ -154,7 +153,11 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}
 
 		// make the time aggregation rate and space aggregation sum
-		query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationRate
+		if query.Aggregations[0].SpaceAggregation.IsPercentile() {
+			query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationRate
+		} else {
+			query.Aggregations[0].TimeAggregation = metrictypes.TimeAggregationIncrease
+		}
 		query.Aggregations[0].SpaceAggregation = metrictypes.SpaceAggregationSum
 	}
 
@@ -551,6 +554,9 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 	cteArgs [][]any,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 ) (*qbtypes.Statement, error) {
+	metricType := query.Aggregations[0].Type
+	spaceAgg := query.Aggregations[0].SpaceAggregation
+
 	combined := querybuilder.CombineCTEs(cteFragments)
 
 	var args []any
@@ -560,12 +566,8 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 
 	sb := sqlbuilder.NewSelectBuilder()
 
-	var quantile float64
-	if query.Aggregations[0].SpaceAggregation.IsPercentile() {
-		quantile = query.Aggregations[0].SpaceAggregation.Percentile()
-	}
-
-	if quantile != 0 && query.Aggregations[0].Type != metrictypes.ExpHistogramType {
+	if metricType == metrictypes.HistogramType && spaceAgg.IsPercentile() {
+		quantile := query.Aggregations[0].SpaceAggregation.Percentile()
 		sb.Select("ts")
 		for _, g := range query.GroupBy {
 			sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
@@ -577,12 +579,36 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 		sb.From("__spatial_aggregation_cte")
 		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
 		sb.GroupBy("ts")
+		if query.Having != nil && query.Having.Expression != "" {
+			rewriter := querybuilder.NewHavingExpressionRewriter()
+			rewrittenExpr := rewriter.RewriteForMetrics(query.Having.Expression, query.Aggregations)
+			sb.Having(rewrittenExpr)
+		}
+	} else if metricType == metrictypes.HistogramType && spaceAgg == metrictypes.SpaceAggregationCount && query.Aggregations[0].ComparisonSpaceAggregationParam != nil {
+		sb.Select("ts")
+
+		for _, g := range query.GroupBy {
+			sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
+		}
+
+		aggQuery, err := AggregationQueryForHistogramCountWithParams(query.Aggregations[0].ComparisonSpaceAggregationParam)
+		if err != nil {
+			return nil, err
+		}
+		sb.SelectMore(aggQuery)
+
+		sb.From("__spatial_aggregation_cte")
+
+		sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
+		sb.GroupBy("ts")
+
 		if query.Having != nil && query.Having.Expression != "" {
 			rewriter := querybuilder.NewHavingExpressionRewriter()
 			rewrittenExpr := rewriter.RewriteForMetrics(query.Having.Expression, query.Aggregations)
 			sb.Having(rewrittenExpr)
 		}
 	} else {
+		// for count aggregation on histograms with no params, the exact result of spatial aggregation can be sent forward
 		sb.Select("*")
 		sb.From("__spatial_aggregation_cte")
 		if query.Having != nil && query.Having.Expression != "" {
@@ -593,6 +619,9 @@ func (b *MetricQueryStatementBuilder) BuildFinalSelect(
 	}
 	sb.OrderBy(querybuilder.GroupByKeys(query.GroupBy)...)
 	sb.OrderBy("ts")
+	if metricType == metrictypes.HistogramType && spaceAgg == metrictypes.SpaceAggregationCount && query.Aggregations[0].ComparisonSpaceAggregationParam == nil {
+		sb.OrderBy("toFloat64(le)")
+	}
 
 	q, a := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 	return &qbtypes.Statement{Query: combined + q, Args: append(args, a...)}, nil

pkg/telemetrymetrics/tables.go

@@ -1,6 +1,7 @@
 package telemetrymetrics
 
 import (
+	"fmt"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -308,3 +309,20 @@ func AggregationColumnForSamplesTable(
 	}
 	return aggregationColumn, nil
 }
+
+func AggregationQueryForHistogramCountWithParams(param *metrictypes.ComparisonSpaceAggregationParam) (string, error) {
+	if param == nil {
+		return "", errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "no aggregation param provided for histogram count")
+	}
+	histogramCountThreshold := param.Threshold
+
+	switch param.Operater {
+	case "<=":
+		return fmt.Sprintf("argMaxIf(value, toFloat64(le), toFloat64(le) <= %f) + (argMinIf(value, toFloat64(le), toFloat64(le) > %f) - argMaxIf(value, toFloat64(le), toFloat64(le) <= %f)) * (%f - maxIf(toFloat64(le), toFloat64(le) <= %f)) / (minIf(toFloat64(le), toFloat64(le) > %f) - maxIf(toFloat64(le), toFloat64(le) <= %f)) AS value", histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold), nil
+	case ">":
+		return fmt.Sprintf("argMax(value, toFloat64(le)) - (argMaxIf(value, toFloat64(le), toFloat64(le) <= %f) + (argMinIf(value, toFloat64(le), toFloat64(le) > %f) - argMaxIf(value, toFloat64(le), toFloat64(le) <= %f)) * (%f - maxIf(toFloat64(le), toFloat64(le) <= %f)) / (minIf(toFloat64(le), toFloat64(le) > %f) - maxIf(toFloat64(le), toFloat64(le) <= %f))) AS value", histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold, histogramCountThreshold), nil
+	default:
+		return "", errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "invalid space aggregation operator, should be one of the following: [`<=`, `>`]")
+	}
+
+}

pkg/types/exporttypes/rawdataexport.go

@@ -0,0 +1,35 @@
+package exporttypes
+
+// ExportRawDataQueryParams represents the query parameters for the export raw data endpoint
+type ExportRawDataQueryParams struct {
+	ExportRawDataFormatQueryParam
+
+	// Source specifies the type of data to export: "logs" or "traces"
+	Source string `query:"source,default=logs" default:"logs" enum:"logs,traces"`
+
+	// 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
+	Filter string `query:"filter"`
+
+	// Columns specifies the columns to include in the export
+	// Format: ["context.field:type", "context.field", "field"]
+	Columns []string `query:"columns"`
+
+	// OrderBy specifies the sorting order
+	// Format: "column:direction" or "context.field:type:direction"
+	// Direction can be "asc" or "desc"
+	OrderBy string `query:"order_by"`
+}
+
+type ExportRawDataFormatQueryParam struct {
+	// Format specifies the output format: "csv" or "jsonl"
+	Format string `query:"format,default=csv" default:"csv" enum:"csv,jsonl"`
+}

pkg/types/metrictypes/metrictypes.go

@@ -2,6 +2,7 @@ package metrictypes
 
 import (
 	"database/sql/driver"
+	"fmt"
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -256,3 +257,12 @@ type MetricTableHints struct {
 type MetricValueFilter struct {
 	Value float64
 }
+
+type ComparisonSpaceAggregationParam struct {
+	Operater  string  `json:"operator" required:"true"`
+	Threshold float64 `json:"threshold" required:"true"`
+}
+
+func (param ComparisonSpaceAggregationParam) StringValue() string {
+	return fmt.Sprintf("operator=%s:threshold=%f", param.Operater, param.Threshold)
+}

pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go

@@ -446,6 +446,8 @@ type MetricAggregation struct {
 	TimeAggregation metrictypes.TimeAggregation `json:"timeAggregation"`
 	// space aggregation to apply to the query
 	SpaceAggregation metrictypes.SpaceAggregation `json:"spaceAggregation"`
+	// param for space aggregation if needed
+	ComparisonSpaceAggregationParam *metrictypes.ComparisonSpaceAggregationParam `json:"comparisonSpaceAggregationParam"`
 	// table hints to use for the query
 	TableHints *metrictypes.MetricTableHints `json:"-"`
 	// value filter to apply to the query

pkg/types/querybuildertypes/querybuildertypesv5/req_getters.go

@@ -0,0 +1,386 @@
+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 ""
+}
+
+// GetStep returns the PromQL step size.
+func (q *QueryEnvelope) GetStep() Step {
+	switch spec := q.Spec.(type) {
+	case PromQuery:
+		return spec.Step
+	}
+	return Step{}
+}
+
+// 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
+	}
+	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

@@ -0,0 +1,458 @@
+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
+	}
+}
+
+// SetStep sets the PromQL step size, if applicable.
+func (q *QueryEnvelope) SetStep(step Step) {
+	switch spec := q.Spec.(type) {
+	case PromQuery:
+		spec.Step = step
+		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
+	}
+}
+
+// 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

@@ -10,55 +10,9 @@ 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.queryName()
+	name := envelope.GetQueryName()
 
 	var typeLabel string
 	switch envelope.Type {
@@ -471,7 +425,7 @@ func (r *QueryRangeRequest) Validate() 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
 		}
 	}
@@ -506,7 +460,7 @@ func (c *CompositeQuery) Validate(requestType RequestType) error {
 
 		// Check name uniqueness for builder queries
 		if envelope.Type == QueryTypeBuilder || envelope.Type == QueryTypeSubQuery {
-			name := envelope.queryName()
+			name := envelope.GetQueryName()
 			if name != "" {
 				if queryNames[name] {
 					return errors.NewInvalidInputf(

pkg/types/querybuildertypes/querybuildertypesv5/validation_test.go

@@ -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.queryName()
+				got := tt.envelope.GetQueryName()
 				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)
 				}

pkg/types/ruletypes/api_params.go

@@ -355,6 +355,10 @@ func (r *PostableRule) validate() error {
 		errs = append(errs, signozError.NewInvalidInputf(signozError.CodeInvalidInput, "composite query is required"))
 	}
 
+	if r.Version != "v5" {
+		errs = append(errs, signozError.NewInvalidInputf(signozError.CodeInvalidInput, "only version v5 is supported, got %q", r.Version))
+	}
+
 	if isAllQueriesDisabled(r.RuleCondition.CompositeQuery) {
 		errs = append(errs, signozError.NewInvalidInputf(signozError.CodeInvalidInput, "all queries are disabled in rule condition"))
 	}

pkg/types/ruletypes/api_params_test.go

@@ -108,6 +108,7 @@ func TestParseIntoRule(t *testing.T) {
 				"ruleType": "threshold_rule",
 				"evalWindow": "5m",
 				"frequency": "1m",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -150,6 +151,7 @@ func TestParseIntoRule(t *testing.T) {
 			content: []byte(`{
 				"alert": "DefaultsRule",
 				"ruleType": "threshold_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -187,6 +189,7 @@ func TestParseIntoRule(t *testing.T) {
 			initRule: PostableRule{},
 			content: []byte(`{
 				"alert": "PromQLRule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "promql",
@@ -256,6 +259,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 			content: []byte(`{
 				"alert": "SeverityLabelTest",
 				"schemaVersion": "v1",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -344,6 +348,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 			content: []byte(`{
 				"alert": "NoLabelsTest",
 				"schemaVersion": "v1",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -384,6 +389,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 			content: []byte(`{
 				"alert": "OverwriteTest",
 				"schemaVersion": "v1",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -474,6 +480,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 			content: []byte(`{
 				"alert": "V2Test",
 				"schemaVersion": "v2",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -517,6 +524,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 			initRule: PostableRule{},
 			content: []byte(`{
 				"alert": "DefaultSchemaTest",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -569,6 +577,7 @@ func TestParseIntoRuleSchemaVersioning(t *testing.T) {
 func TestParseIntoRuleThresholdGeneration(t *testing.T) {
 	content := []byte(`{
 		"alert": "TestThresholds",
+		"version": "v5",
 		"condition": {
 			"compositeQuery": {
 				"queryType": "builder",
@@ -639,6 +648,7 @@ func TestParseIntoRuleMultipleThresholds(t *testing.T) {
 		"schemaVersion": "v2",
 		"alert": "MultiThresholdAlert",
 		"ruleType": "threshold_rule",
+		"version": "v5",
 		"condition": {
 			"compositeQuery": {
 				"queryType": "builder",
@@ -732,6 +742,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyBelowTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -766,6 +777,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyBelowTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -799,6 +811,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyAboveTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -833,6 +846,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyAboveTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -866,6 +880,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyBelowAllTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -901,6 +916,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyBelowAllTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -935,6 +951,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "AnomalyOutOfBoundsTest",
 				"ruleType": "anomaly_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -969,6 +986,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "ThresholdTest",
 				"ruleType": "threshold_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",
@@ -1003,6 +1021,7 @@ func TestAnomalyNegationEval(t *testing.T) {
 			ruleJSON: []byte(`{
 				"alert": "ThresholdTest",
 				"ruleType": "threshold_rule",
+				"version": "v5",
 				"condition": {
 					"compositeQuery": {
 						"queryType": "builder",

pkg/types/telemetrytypes/store.go

@@ -32,11 +32,13 @@ type MetadataStore interface {
 	// FetchTemporalityMulti fetches the temporality for multiple metrics
 	FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)
 
+	FetchTemporalityAndTypeMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, error)
+
 	// ListLogsJSONIndexes lists the JSON indexes for the logs table.
 	ListLogsJSONIndexes(ctx context.Context, filters ...string) (map[string][]schemamigrator.Index, error)
 
 	// ListPromotedPaths lists the promoted paths.
-	ListPromotedPaths(ctx context.Context, paths ...string) (map[string]struct{}, error)
+	GetPromotedPaths(ctx context.Context, paths ...string) (map[string]bool, error)
 
 	// PromotePaths promotes the paths.
 	PromotePaths(ctx context.Context, paths ...string) error

pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go

@@ -16,7 +16,8 @@ type MockMetadataStore struct {
 	RelatedValuesMap   map[string][]string
 	AllValuesMap       map[string]*telemetrytypes.TelemetryFieldValues
 	TemporalityMap     map[string]metrictypes.Temporality
-	PromotedPathsMap   map[string]struct{}
+	TypeMap            map[string]metrictypes.Type
+	PromotedPathsMap   map[string]bool
 	LogsJSONIndexesMap map[string][]schemamigrator.Index
 	LookupKeysMap      map[telemetrytypes.MetricMetadataLookupKey]int64
 }
@@ -28,7 +29,8 @@ func NewMockMetadataStore() *MockMetadataStore {
 		RelatedValuesMap:   make(map[string][]string),
 		AllValuesMap:       make(map[string]*telemetrytypes.TelemetryFieldValues),
 		TemporalityMap:     make(map[string]metrictypes.Temporality),
-		PromotedPathsMap:   make(map[string]struct{}),
+		TypeMap:            make(map[string]metrictypes.Type),
+		PromotedPathsMap:   make(map[string]bool),
 		LogsJSONIndexesMap: make(map[string][]schemamigrator.Index),
 		LookupKeysMap:      make(map[telemetrytypes.MetricMetadataLookupKey]int64),
 	}
@@ -287,6 +289,27 @@ func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, queryTime
 	return result, nil
 }
 
+// FetchTemporalityMulti fetches the temporality for multiple metrics
+func (m *MockMetadataStore) FetchTemporalityAndTypeMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, error) {
+	temporalities := make(map[string]metrictypes.Temporality)
+	types := make(map[string]metrictypes.Type)
+
+	for _, metricName := range metricNames {
+		if temporality, exists := m.TemporalityMap[metricName]; exists {
+			temporalities[metricName] = temporality
+		} else {
+			temporalities[metricName] = metrictypes.Unknown
+		}
+		if metricType, exists := m.TypeMap[metricName]; exists {
+			types[metricName] = metricType
+		} else {
+			types[metricName] = metrictypes.UnspecifiedType
+		}
+	}
+
+	return temporalities, types, nil
+}
+
 // SetTemporality sets the temporality for a metric in the mock store
 func (m *MockMetadataStore) SetTemporality(metricName string, temporality metrictypes.Temporality) {
 	m.TemporalityMap[metricName] = temporality
@@ -295,13 +318,13 @@ func (m *MockMetadataStore) SetTemporality(metricName string, temporality metric
 // PromotePaths promotes the paths.
 func (m *MockMetadataStore) PromotePaths(ctx context.Context, paths ...string) error {
 	for _, path := range paths {
-		m.PromotedPathsMap[path] = struct{}{}
+		m.PromotedPathsMap[path] = true
 	}
 	return nil
 }
 
-// ListPromotedPaths lists the promoted paths.
-func (m *MockMetadataStore) ListPromotedPaths(ctx context.Context, paths ...string) (map[string]struct{}, error) {
+// GetPromotedPaths returns the promoted paths.
+func (m *MockMetadataStore) GetPromotedPaths(ctx context.Context, paths ...string) (map[string]bool, error) {
 	return m.PromotedPathsMap, nil
 }
 

tests/integration/fixtures/querier.py

@@ -52,6 +52,7 @@ def build_builder_query(
     time_aggregation: str,
     space_aggregation: str,
     *,
+    comparisonSpaceAggregationParam: Optional[Dict] = None,
     temporality: Optional[str] = None,
     step_interval: int = DEFAULT_STEP_INTERVAL,
     group_by: Optional[List[str]] = None,
@@ -74,7 +75,8 @@ def build_builder_query(
     }
     if temporality:
         spec["aggregations"][0]["temporality"] = temporality
-
+    if comparisonSpaceAggregationParam:
+        spec["aggregations"][0]["comparisonSpaceAggregationParam"] = comparisonSpaceAggregationParam
     if group_by:
         spec["groupBy"] = [
             {

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

@@ -353,7 +353,7 @@ def test_for_week_long_time_range(
 
     metrics = Metrics.load_from_file(
         MULTI_TEMPORALITY_FILE_10h,
-        base_time=now - timedelta(minutes=600),
+        base_time=now - timedelta(minutes=1441),
         metric_name_override=metric_name,
     )
     insert_metrics(metrics)

tests/integration/src/querier/08_metrics_histogram.py

@@ -0,0 +1,322 @@
+"""
+Look at the histogram_data_1h.jsonl file for the relevant data
+"""
+
+import random
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+from typing import Callable, List
+
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+FILE = get_testdata_file_path("histogram_data_1h.jsonl")
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 11, 69),
+        (100, "<=", 1.1, 6.9),
+        (7500, "<=", 16.75, 74.75),
+        (8000, "<=", 17, 75),
+        (80000, "<=", 17, 75), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 7, 7),
+        (100, ">", 16.9, 69.1),
+        (7500, ">", 1.25, 1.25),
+        (8000, ">", 1, 1),
+        (80000, ">", 1, 1), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_one_endpoint(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_one_endpoint_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "increase",
+        "count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='endpoint = "/health"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 59
+    assert result_values[0]["value"] == first_value
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, first_value, last_value",
+    [
+        (1000, "<=", 22, 138),
+        (100, "<=", 2.2, 13.8),
+        (7500, "<=", 33.5, 149.5),
+        (8000, "<=", 34, 150),
+        (80000, "<=", 34, 150), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 14, 14),
+        (100, ">", 33.8, 138.2),
+        (7500, ">", 2.5, 2.5),
+        (8000, ">", 2, 2),
+        (80000, ">", 2, 2), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_one_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_one_service_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "increase",
+        "count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='service = "api"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 59
+    assert result_values[0]["value"] == first_value
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, zeroth_value, first_value, last_value",
+    [
+        (1000, "<=", 12345, 11, 69),
+        (100, "<=", 1234.5, 1.1, 6.9),
+        (7500, "<=", 12345, 16.75, 74.75),
+        (8000, "<=", 12345, 17, 75),
+        (80000, "<=", 12345, 17, 75), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+        (1000, ">", 0, 7, 7),
+        (100, ">", 11110.5, 16.9, 69.1),
+        (7500, ">", 0, 1.25, 1.25),
+        (8000, ">", 0, 1, 1),
+        (80000, ">", 0, 1, 1), ## cuz we don't know the max value in infinity, all numbers beyond the biggest finite bucket will report the same answer
+    ],
+)
+def test_histogram_count_for_delta_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    zeroth_value: float,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_delta_service_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "increase",
+        "count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        filter_expression='service = "web"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60 ## in delta, the value at 10:01 will also be reported
+    assert result_values[0]["value"] == zeroth_value
+    assert result_values[1]["value"] == first_value ## to keep parallel to the cumulative test cases, first_value refers to the value at 10:02
+    assert result_values[-1]["value"] == last_value
+
+@pytest.mark.parametrize(
+    "threshold, operator, zeroth_value, first_value, last_value",
+    [
+        (1000, "<=", 12345, 33, 207),
+        (100, "<=", 1234.5, 3.3, 20.7),
+        (7500, "<=", 12345, 50.25, 224.25),
+        (8000, "<=", 12345, 51, 225),
+        (80000, "<=", 12345, 51, 225),
+        (1000, ">", 0, 21, 21),
+        (100, ">", 11110.5, 50.7, 207.3),
+        (7500, ">", 0, 3.75, 3.75),
+        (8000, ">", 0, 3, 3),
+        (80000, ">", 0, 3, 3),
+    ],
+)
+def test_histogram_count_for_all_services(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    threshold: float,
+    operator: str,
+    zeroth_value: float,
+    first_value: float,
+    last_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_all_services_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "increase",
+        "count",
+        comparisonSpaceAggregationParam={
+            "threshold": threshold,
+            "operator": operator
+        },
+        ## no services filter, this tests for multitemporality handling as well
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60 ## in delta, the value at 10:01 will also be reported
+    assert result_values[0]["value"] == zeroth_value
+    assert result_values[1]["value"] == first_value ## to keep parallel to the cumulative test cases, first_value refers to the value at 10:02
+    assert result_values[-1]["value"] == last_value
+
+def test_histogram_count_no_param(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_count_no_param_bucket"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "increase",
+        "count",
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    all_series = get_all_series(data, "A")
+    assert (
+        len(all_series) == 8
+    ), f"Expected 8 series for 8 le buckets, got {len(all_series)}"
+
+    le_buckets = {}
+    for series in all_series:
+        le = series.get("labels", [{}])[0].get("value", "unknown")
+        values = sorted(series.get("values", []), key=lambda x: x["timestamp"])
+        le_buckets[le] = values
+
+    expected_buckets = {"1000", "1500", "2000", "4000", "5000", "6000", "8000", "+Inf"}
+    assert (
+        set(le_buckets.keys()) == expected_buckets
+    ), f"Expected endpoints {expected_buckets}, got {set(le_buckets.keys())}"
+
+    first_values = {"1000": 33, "1500": 36, "2000": 39, "4000": 42, "5000": 45, "6000": 48, "8000": 51, "+Inf": 54}
+    last_values = {"1000": 207, "1500": 210, "2000": 213, "4000": 216, "5000": 219, "6000": 222, "8000": 225, "+Inf": 228}
+    for le, values in le_buckets.items():
+        assert len(values) == 60
+
+        for v in values:
+            assert (
+                v["value"] >= 0
+            ), f"Count for {le} should not be negative: {v['value']}"
+        assert values[0]["value"] == 12345
+        assert values[1]["value"] == first_values[le] ## to keep parallel to the cumulative test cases, first_value refers to the value at 10:02
+        assert values[-1]["value"] == last_values[le] 

tests/integration/src/querier/09_metrics_gauge.py

@@ -0,0 +1,141 @@
+import random
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+from typing import Callable, List
+
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+FILE = get_testdata_file_path("gauge_data_1h.jsonl")
+
+@pytest.mark.parametrize(
+    "time_agg, space_agg, service, num_elements, start_val, first_val, twentieth_min_val, after_twentieth_min_val",
+    [
+        ("avg", "avg", "api", 60, 400, 800, 800, 400),
+        ("avg", "avg", "web", 50, 800, 800, 800, 600),
+        ("avg", "avg", "lab", 60, 500, 700, 700, 500),
+        ("sum", "sum", "api", 60, 400, 800, 800, 400),
+        ("sum", "sum", "web", 50, 800, 800, 800, 600),
+        ("sum", "sum", "lab", 60, 1000, 1400, 1400, 1000),
+        ("max", "max", "api", 60, 400, 800, 800, 400),
+        ("max", "max", "web", 50, 800, 800, 800, 600),
+        ("max", "max", "lab", 60, 600, 800, 800, 600),
+        ("avg", "sum", "api", 60, 400, 800, 800, 400),
+        ("avg", "sum", "web", 50, 800, 800, 800, 600),
+        ("avg", "sum", "lab", 60, 500, 700, 700, 500),
+        ("max", "sum", "api", 60, 400, 800, 800, 400),
+        ("max", "sum", "web", 50, 800, 800, 800, 600),
+        ("max", "sum", "lab", 60, 600, 800, 800, 600),
+    ],
+)
+def test_for_one_service(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_agg: str,
+    space_agg: str,
+    service: str,
+    num_elements: float,
+    start_val: float,
+    first_val: float,
+    twentieth_min_val: float,
+    after_twentieth_min_val: float ## web service has a gap of 10 mins after the 20th minute
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_memory_{time_agg}_{space_agg}_{service}_usage"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_agg,
+        space_agg,
+        filter_expression=f'service = "{service}"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == num_elements
+    assert result_values[0]["value"] == start_val
+    assert result_values[1]["value"] == first_val
+    assert result_values[19]["value"] == twentieth_min_val
+    assert result_values[20]["value"] == after_twentieth_min_val
+
+@pytest.mark.parametrize(
+    "time_agg, space_agg, start_val, first_val, twentieth_min_val, twenty_first_min_val, thirty_first_min_val",
+    [
+        ("avg", "avg", 566.667, 766.667, 766.667, 450, 500),
+        ("avg", "sum", 1700, 2300, 2300, 900, 1500),
+        ("avg", "max", 800, 800, 800, 500, 600),
+        ("max", "avg", 600, 800, 800, 500, 533.333),
+        ("max", "sum", 1800, 2400, 2400, 1000, 1600),
+        ("max", "max", 800, 800, 800, 600, 600),
+    ],
+)
+def test_for_multiple_aggregations(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_agg: str,
+    space_agg: str,
+    start_val: float,
+    first_val: float,
+    twentieth_min_val: float,
+    twenty_first_min_val: float, ## web service has a gap of 10 mins after the 20th minute
+    thirty_first_min_val: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_memory_{time_agg}_{space_agg}_usage"
+
+    metrics = Metrics.load_from_file(
+        FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_agg,
+        space_agg,
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60
+    assert result_values[0]["value"] == start_val
+    assert result_values[1]["value"] == first_val
+    assert result_values[19]["value"] == twentieth_min_val
+    assert result_values[20]["value"] == twenty_first_min_val
+    assert result_values[30]["value"] == thirty_first_min_val

tests/integration/src/querier/10_metrics_rate_delta_counter.py

@@ -0,0 +1,220 @@
+"""
+Look at the delta_counters_1h.jsonl file for the relevant data
+"""
+
+import os
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+from typing import Any, Callable, List
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+
+TESTDATA_DIR = os.path.join(os.path.dirname(__file__), "..", "..", "testdata")
+DELTA_COUNTERS_FILE = os.path.join(TESTDATA_DIR, "delta_counters_1h.jsonl")
+
+
+def test_rate_with_steady_values_and_reset(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_rate_stale"
+
+    metrics = Metrics.load_from_file(
+        DELTA_COUNTERS_FILE,
+        base_time=now - timedelta(minutes=61),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "sum",
+        filter_expression='endpoint = "/orders"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) == 60 ## total 61 minutes covered, and 30th minute is missing
+    assert (
+        result_values[30]["value"] == 0.0333
+    )  # reset happens and [30] is for 31st minute. 2/60 cuz delta divides by step interval
+    assert (
+        result_values[31]["value"] == 0.133
+    )  # i.e 8/60 i.e 31st to 32nd minute changes
+    count_of_steady_rate = sum(1 for v in result_values if v["value"] == 0.0833)
+    assert (
+        count_of_steady_rate == 58
+    )  # 1 reset + 1 high rate are excluded
+    # All rates should be non-negative (stale periods = 0 rate)
+    for v in result_values:
+        assert v["value"] >= 0, f"Rate should not be negative: {v['value']}"
+
+
+def test_rate_group_by_endpoint(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = "test_rate_groupby"
+
+    metrics = Metrics.load_from_file(
+        DELTA_COUNTERS_FILE,
+        base_time=now - timedelta(minutes=61),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        "rate",
+        "sum",
+        group_by=["endpoint"],
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    all_series = get_all_series(data, "A")
+
+    # Should have 5 different endpoints
+    assert (
+        len(all_series) == 5
+    ), f"Expected 5 series for 5 endpoints, got {len(all_series)}"
+
+    # endpoint -> values
+    endpoint_values = {}
+    for series in all_series:
+        endpoint = series.get("labels", [{}])[0].get("value", "unknown")
+        values = sorted(series.get("values", []), key=lambda x: x["timestamp"])
+        endpoint_values[endpoint] = values
+
+    expected_endpoints = {"/products", "/health", "/checkout", "/orders", "/users"}
+    assert (
+        set(endpoint_values.keys()) == expected_endpoints
+    ), f"Expected endpoints {expected_endpoints}, got {set(endpoint_values.keys())}"
+
+    # at no point rate should be negative
+    for endpoint, values in endpoint_values.items():
+        for v in values:
+            assert (
+                v["value"] >= 0
+            ), f"Rate for {endpoint} should not be negative: {v['value']}"
+
+    # /health: 60 data points (t01-t60), steady +10/min
+    # rate = 10/60 = 0.167
+    health_values = endpoint_values["/health"]
+    assert (
+        len(health_values) == 60
+    ), f"Expected 60 values for /health, got {len(health_values)}"
+    count_steady_health = sum(1 for v in health_values if v["value"] == 0.167)
+    assert (
+        count_steady_health == 60
+    ), f"Expected == 60 steady rate values (0.167) for /health, got {count_steady_health}"
+    # all /health rates should be 0.167 except possibly first/last due to boundaries
+    for v in health_values[1:-1]:
+        assert v["value"] == 0.167, f"Expected /health rate 0.167, got {v['value']}"
+
+    # /products: 51 data points with 10-minute gap (t20-t29 missing), steady +20/min
+    # rate = 20/60 = 0.333, gap causes lower averaged rate at boundary
+    products_values = endpoint_values["/products"]
+    assert (
+        len(products_values) == 51
+    ), f"Expected 51 values for /products, got {len(products_values)}"
+    count_steady_products = sum(1 for v in products_values if v["value"] == 0.333)
+
+    assert (
+        count_steady_products == 51
+    ), f"Expected 51 steady rate values (0.333) for /products, got {count_steady_products}"
+
+    # /checkout: 61 data points (t00-t60), +1/min normal, +50/min spike at t40-t44
+    # normal rate = 1/60 = 0.0167, spike rate = 50/60 = 0.833
+    checkout_values = endpoint_values["/checkout"]
+    assert (
+        len(checkout_values) == 61
+    ), f"Expected 61 values for /checkout, got {len(checkout_values)}"
+    count_steady_checkout = sum(1 for v in checkout_values if v["value"] == 0.0167)
+    assert (
+        count_steady_checkout == 56
+    ), f"Expected 56 steady rate values (0.0167) for /checkout, got {count_steady_checkout}"
+    # check that spike values exist (traffic spike +50/min at t40-t44)
+    count_spike_checkout = sum(1 for v in checkout_values if v["value"] == 0.833)
+    assert (
+        count_spike_checkout == 5
+    ), f"Expected 5 spike rate values (0.833) for /checkout, got {count_spike_checkout}"
+
+    # spike values should be consecutive
+    spike_indices = [
+        i for i, v in enumerate[Any](checkout_values) if v["value"] == 0.833
+    ]
+    assert len(spike_indices) == 5, f"Expected 5 spike indices, got {spike_indices}"
+    # consecutiveness
+    for i in range(1, len(spike_indices)):
+        assert (
+            spike_indices[i] == spike_indices[i - 1] + 1
+        ), f"Spike indices should be consecutive, got {spike_indices}"
+
+    # /orders: 60 data points (t00-t60) with gap at t30, counter reset at t31 (150->2)
+    # rate = 5/60 = 0.0833
+    # reset at t31 causes: rate at t30 includes gap (lower), t31 has high rate after reset
+    orders_values = endpoint_values["/orders"]
+    assert (
+        len(orders_values) == 60
+    ), f"Expected 59 values for /orders, got {len(orders_values)}"
+    count_steady_orders = sum(1 for v in orders_values if v["value"] == 0.0833)
+    assert (
+        count_steady_orders == 58
+    ), f"Expected 58 steady rate values (0.0833) for /orders, got {count_steady_orders}"
+    # check for counter reset effects - there should be some non-standard values
+    non_standard_orders = [v["value"] for v in orders_values if v["value"] != 0.0833]
+    assert (
+        len(non_standard_orders) == 2
+    ), f"Expected 2 non-standard values due to counter reset, got {non_standard_orders}"
+    # post-reset value should be higher (new counter value / interval)
+    high_rate_orders = [v for v in non_standard_orders if v > 0.0833]
+    assert (
+        len(high_rate_orders) == 1
+    ), f"Expected one high rate value after counter reset, got {non_standard_orders}"
+
+    # /users: 56 data points (t05-t60), sparse +1 every 5 minutes (12 of them)
+    # Rate = 1/60 = 0.0167 during increment, 0 during flat periods
+    users_values = endpoint_values["/users"]
+    assert (
+        len(users_values) == 56
+    ), f"Expected 56 values for /users, got {len(users_values)}"
+    count_zero_users = sum(1 for v in users_values if v["value"] == 0)
+    # most values should be 0 (flat periods between increments)
+    assert (
+        count_zero_users == 44
+    ), f"Expected 44 zero rate values for /users (sparse data), got {count_zero_users}"
+    # non-zero values should be 0.0167 (1/60 increment rate)
+    non_zero_users = [v["value"] for v in users_values if v["value"] != 0]
+    count_increment_rate = sum(1 for v in non_zero_users if v == 0.0167)
+    assert (
+        count_increment_rate == 12
+    ), f"Expected 12 increment rate values (0.0167) for /users, got {count_increment_rate}"

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

@@ -0,0 +1,634 @@
+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

@@ -0,0 +1,782 @@
+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"

tests/integration/testdata/delta_counters_1h.jsonl

@@ -0,0 +1,288 @@
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