Merge remote-tracking branch 'origin/main' into feat/test_endpoint_attributemapping

Adds POST /api/v1/span_mapper_groups/preview so users can see what their
attribute mappings will do to a span before/while configuring them.

You send a sample input either a set of attributes, a single OTLP
span, or a full OTLP trace and get back the transformed result in the
same form. By default it runs against all the org's enabled mappings;
pass groupId to scope it to one group.

The actual signozspanmapper collector processor not merged yet
https://github.com/SigNoz/signoz-otel-collector/pull/796

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:v0.129.0
+    image: signoz/signoz:v0.128.0
     ports:
       - "8080:8080" # signoz port
     #   - "6060:6060"     # pprof port

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:v0.129.0
+    image: signoz/signoz:v0.128.0
     ports:
       - "8080:8080" # signoz port
     volumes:

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:${VERSION:-v0.129.0}
+    image: signoz/signoz:${VERSION:-v0.128.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

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:${VERSION:-v0.129.0}
+    image: signoz/signoz:${VERSION:-v0.128.0}
     container_name: signoz
     ports:
       - "8080:8080" # signoz port

docs/api/openapi.yml

@@ -7240,6 +7240,41 @@ components:
       - operation
       - priority
       type: object
+    SpantypesSpanMappingPreviewGroup:
+      properties:
+        group:
+          $ref: '#/components/schemas/SpantypesPostableSpanMapperGroup'
+        mappers:
+          items:
+            $ref: '#/components/schemas/SpantypesPostableSpanMapper'
+          nullable: true
+          type: array
+      required:
+      - group
+      - mappers
+      type: object
+    SpantypesSpanMappingPreviewRequest:
+      properties:
+        groupId:
+          nullable: true
+          type: string
+        groups:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMappingPreviewGroup'
+          nullable: true
+          type: array
+        span:
+          additionalProperties: {}
+          nullable: true
+          type: object
+      type: object
+    SpantypesSpanMappingPreviewResponse:
+      properties:
+        span:
+          additionalProperties: {}
+          nullable: true
+          type: object
+      type: object
     SpantypesUpdatableSpanMapper:
       properties:
         config:
@@ -12797,6 +12832,69 @@ paths:
       summary: Update a span mapper
       tags:
       - spanmapper
+  /api/v1/span_mapper_groups/preview:
+    post:
+      deprecated: false
+      description: Previews how attribute mappings would transform a sample span.
+      operationId: PreviewSpanMapping
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SpantypesSpanMappingPreviewRequest'
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/SpantypesSpanMappingPreviewResponse'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          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
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Preview span attribute mapping against a sample span
+      tags:
+      - spanmapper
   /api/v1/stats:
     get:
       deprecated: false

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

@@ -8492,6 +8492,56 @@ export interface SpantypesSpanMapperDTO {
 	updatedBy?: string;
 }
 
+export interface SpantypesSpanMappingPreviewGroupDTO {
+	group: SpantypesPostableSpanMapperGroupDTO;
+	/**
+	 * @type array,null
+	 */
+	mappers: SpantypesPostableSpanMapperDTO[] | null;
+}
+
+export type SpantypesSpanMappingPreviewRequestDTOSpanAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMappingPreviewRequestDTOSpan =
+	SpantypesSpanMappingPreviewRequestDTOSpanAnyOf | null;
+
+export interface SpantypesSpanMappingPreviewRequestDTO {
+	/**
+	 * @type string,null
+	 */
+	groupId?: string | null;
+	/**
+	 * @type array,null
+	 */
+	groups?: SpantypesSpanMappingPreviewGroupDTO[] | null;
+	/**
+	 * @type object,null
+	 */
+	span?: SpantypesSpanMappingPreviewRequestDTOSpan;
+}
+
+export type SpantypesSpanMappingPreviewResponseDTOSpanAnyOf = {
+	[key: string]: unknown;
+};
+
+/**
+ * @nullable
+ */
+export type SpantypesSpanMappingPreviewResponseDTOSpan =
+	SpantypesSpanMappingPreviewResponseDTOSpanAnyOf | null;
+
+export interface SpantypesSpanMappingPreviewResponseDTO {
+	/**
+	 * @type object,null
+	 */
+	span?: SpantypesSpanMappingPreviewResponseDTOSpan;
+}
+
 export interface SpantypesUpdatableSpanMapperDTO {
 	config?: SpantypesSpanMapperConfigDTO;
 	/**
@@ -9798,6 +9848,14 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
+export type PreviewSpanMapping200 = {
+	data: SpantypesSpanMappingPreviewResponseDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type GetStats200Data = { [key: string]: unknown };
 
 export type GetStats200 = {

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

@@ -27,9 +27,11 @@ import type {
 	ListSpanMapperGroupsParams,
 	ListSpanMappers200,
 	ListSpanMappersPathParameters,
+	PreviewSpanMapping200,
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
+	SpantypesSpanMappingPreviewRequestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
 	UpdateSpanMapperGroupPathParameters,
@@ -780,3 +782,86 @@ export const useUpdateSpanMapper = <
 > => {
 	return useMutation(getUpdateSpanMapperMutationOptions(options));
 };
+/**
+ * Previews how attribute mappings would transform a sample span.
+ * @summary Preview span attribute mapping against a sample span
+ */
+export const previewSpanMapping = (
+	spantypesSpanMappingPreviewRequestDTO?: BodyType<SpantypesSpanMappingPreviewRequestDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<PreviewSpanMapping200>({
+		url: `/api/v1/span_mapper_groups/preview`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: spantypesSpanMappingPreviewRequestDTO,
+		signal,
+	});
+};
+
+export const getPreviewSpanMappingMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof previewSpanMapping>>,
+		TError,
+		{ data?: BodyType<SpantypesSpanMappingPreviewRequestDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof previewSpanMapping>>,
+	TError,
+	{ data?: BodyType<SpantypesSpanMappingPreviewRequestDTO> },
+	TContext
+> => {
+	const mutationKey = ['previewSpanMapping'];
+	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 previewSpanMapping>>,
+		{ data?: BodyType<SpantypesSpanMappingPreviewRequestDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return previewSpanMapping(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type PreviewSpanMappingMutationResult = NonNullable<
+	Awaited<ReturnType<typeof previewSpanMapping>>
+>;
+export type PreviewSpanMappingMutationBody =
+	| BodyType<SpantypesSpanMappingPreviewRequestDTO>
+	| undefined;
+export type PreviewSpanMappingMutationError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Preview span attribute mapping against a sample span
+ */
+export const usePreviewSpanMapping = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof previewSpanMapping>>,
+		TError,
+		{ data?: BodyType<SpantypesSpanMappingPreviewRequestDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof previewSpanMapping>>,
+	TError,
+	{ data?: BodyType<SpantypesSpanMappingPreviewRequestDTO> },
+	TContext
+> => {
+	return useMutation(getPreviewSpanMappingMutationOptions(options));
+};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx

@@ -1,29 +1,67 @@
 /* eslint-disable sonarjs/no-identical-functions */
 import { Fragment, useMemo, useState } from 'react';
 import { Input } from '@signozhq/ui/input';
-import { Skeleton } from 'antd';
+import { Button, Skeleton } from 'antd';
+import { Checkbox } from '@signozhq/ui/checkbox';
 import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+import { removeKeysFromExpression } from 'components/QueryBuilderV2/utils';
 import {
 	IQuickFiltersConfig,
 	QuickFiltersSource,
 } from 'components/QuickFilters/types';
+import { OPERATORS } from 'constants/antlrQueryConstants';
+import {
+	DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY,
+	PANEL_TYPES,
+} from 'constants/queryBuilder';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
+import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
+import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useGetQueryKeyValueSuggestions } from 'hooks/querySuggestions/useGetQueryKeyValueSuggestions';
 import useDebouncedFn from 'hooks/useDebouncedFunction';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { cloneDeep, isArray, isFunction } from 'lodash-es';
+import { ChevronDown, ChevronRight } from '@signozhq/icons';
+import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
+import { v4 as uuid } from 'uuid';
 
-import CheckboxFilterHeader from './CheckboxFilterHeader';
-import CheckboxValueRow from './CheckboxValueRow';
 import LogsQuickFilterEmptyState from './LogsQuickFilterEmptyState';
-import useActiveQueryIndex from './useActiveQueryIndex';
-import useCheckboxDisclosure from './useCheckboxDisclosure';
-import useCheckboxFilterActions from './useCheckboxFilterActions';
-import useCheckboxFilterState from './useCheckboxFilterState';
-import useCheckboxFilterValues from './useCheckboxFilterValues';
+import { isKeyMatch } from './utils';
 
 import './Checkbox.styles.scss';
 
+const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
+const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
+
 const SOURCES_WITH_EMPTY_STATE_ENABLED = [QuickFiltersSource.LOGS_EXPLORER];
 
+// Sources that use backend APIs expecting short operator format (e.g., 'nin' instead of 'not in')
+const SOURCES_WITH_SHORT_OPERATORS = [QuickFiltersSource.INFRA_MONITORING];
+
+/**
+ * Returns the correct NOT_IN operator value based on source.
+ * InfraMonitoring backend expects 'nin', others expect 'not in'.
+ */
+function getNotInOperator(source: QuickFiltersSource): string {
+	if (SOURCES_WITH_SHORT_OPERATORS.includes(source)) {
+		return 'nin';
+	}
+	return getOperatorValue('NOT_IN');
+}
+
+function setDefaultValues(
+	values: string[],
+	trueOrFalse: boolean,
+): Record<string, boolean> {
+	const defaultState: Record<string, boolean> = {};
+	values.forEach((val) => {
+		defaultState[val] = trueOrFalse;
+	});
+	return defaultState;
+}
 interface ICheckboxProps {
 	filter: IQuickFiltersConfig;
 	source: QuickFiltersSource;
@@ -34,39 +72,194 @@ interface ICheckboxProps {
 export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 	const { source, filter, onFilterChange } = props;
 	const [searchText, setSearchText] = useState<string>('');
-
-	const activeQueryIndex = useActiveQueryIndex(source);
+	// null = no user action, true = user opened, false = user closed
+	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
+	const [visibleItemsCount, setVisibleItemsCount] = useState<number>(10);
 
 	const {
-		isOpen,
+		lastUsedQuery,
+		currentQuery,
+		redirectWithQueryBuilderData,
+		panelType,
+	} = useQueryBuilder();
+
+	// Determine if we're in ListView mode
+	const isListView = panelType === PANEL_TYPES.LIST;
+	// In ListView mode, use index 0 for most sources; for TRACES_EXPLORER, use lastUsedQuery
+	// Otherwise use lastUsedQuery for non-ListView modes
+	const activeQueryIndex = useMemo(() => {
+		if (isListView) {
+			return source === QuickFiltersSource.TRACES_EXPLORER
+				? lastUsedQuery || 0
+				: 0;
+		}
+		return lastUsedQuery || 0;
+	}, [isListView, source, lastUsedQuery]);
+
+	// Check if this filter has active filters in the query
+	const isSomeFilterPresentForCurrentAttribute = useMemo(
+		() =>
+			currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items?.some(
+				(item) => isKeyMatch(item.key?.key, filter.attributeKey.key),
+			),
+		[currentQuery.builder.queryData, activeQueryIndex, filter.attributeKey.key],
+	);
+
+	// Derive isOpen from filter state + user action
+	const isOpen = useMemo(() => {
+		// If user explicitly toggled, respect that
+		if (userToggleState !== null) {
+			return userToggleState;
+		}
+
+		// Auto-open if this filter has active filters in the query
+		if (isSomeFilterPresentForCurrentAttribute) {
+			return true;
+		}
+
+		// Otherwise use default behavior (first 2 filters open)
+		return filter.defaultOpen;
+	}, [
+		userToggleState,
 		isSomeFilterPresentForCurrentAttribute,
-		visibleItemsCount,
-		onToggleOpen,
-		onShowMore,
-	} = useCheckboxDisclosure({ filter, activeQueryIndex });
+		filter.defaultOpen,
+	]);
 
-	const { attributeValues, isLoading } = useCheckboxFilterValues({
-		filter,
-		source,
-		searchText,
-		isOpen,
-	});
+	const { data, isLoading } = useGetAggregateValues(
+		{
+			aggregateOperator: filter.aggregateOperator || 'noop',
+			dataSource: filter.dataSource || DataSource.LOGS,
+			aggregateAttribute: filter.aggregateAttribute || '',
+			attributeKey: filter.attributeKey.key,
+			filterAttributeKeyDataType: filter.attributeKey.dataType || DataTypes.EMPTY,
+			tagType: filter.attributeKey.type || '',
+			searchText: searchText ?? '',
+		},
+		{
+			enabled: isOpen && source !== QuickFiltersSource.METER_EXPLORER,
+			keepPreviousData: true,
+		},
+	);
 
-	const { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
-		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
+	const { data: keyValueSuggestions, isLoading: isLoadingKeyValueSuggestions } =
+		useGetQueryKeyValueSuggestions({
+			key: filter.attributeKey.key,
+			signal: filter.dataSource || DataSource.LOGS,
+			signalSource: 'meter',
+			options: {
+				enabled: isOpen && source === QuickFiltersSource.METER_EXPLORER,
+				keepPreviousData: true,
+			},
+		});
 
-	const { onChange, onClear } = useCheckboxFilterActions({
-		filter,
-		source,
-		attributeValues,
-		activeQueryIndex,
-		onFilterChange,
-	});
+	const attributeValues: string[] = useMemo(() => {
+		const dataType = filter.attributeKey.dataType || DataTypes.String;
+
+		if (source === QuickFiltersSource.METER_EXPLORER && keyValueSuggestions) {
+			// Process the response data
+			const responseData = keyValueSuggestions?.data as any;
+			const values = responseData.data?.values || {};
+			const stringValues = values.stringValues || [];
+			const numberValues = values.numberValues || [];
+
+			// Generate options from string values - explicitly handle empty strings
+			const stringOptions = stringValues
+				// Strict filtering for empty string - we'll handle it as a special case if needed
+				.filter(
+					(value: string | null | undefined): value is string =>
+						value !== null && value !== undefined && value !== '',
+				);
+
+			// Generate options from number values
+			const numberOptions = numberValues
+				.filter(
+					(value: number | null | undefined): value is number =>
+						value !== null && value !== undefined,
+				)
+				.map((value: number) => value.toString());
+
+			// Combine all options and make sure we don't have duplicate labels
+			return [...stringOptions, ...numberOptions];
+		}
+
+		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
+		return (data?.payload?.[key] || []).filter(
+			(val) => val !== undefined && val !== null,
+		);
+	}, [data?.payload, filter.attributeKey.dataType, keyValueSuggestions, source]);
 
 	const setSearchTextDebounced = useDebouncedFn((...args) => {
 		setSearchText(args[0] as string);
 	}, DEBOUNCE_DELAY);
 
+	// derive the state of each filter key here in the renderer itself and keep it in sync with current query
+	// also we need to keep a note of last focussed query.
+	// eslint-disable-next-line sonarjs/cognitive-complexity
+	const currentFilterState = useMemo(() => {
+		let filterState: Record<string, boolean> = setDefaultValues(
+			attributeValues,
+			false,
+		);
+		const filterSync = currentQuery?.builder.queryData?.[
+			activeQueryIndex
+		]?.filters?.items.find((item) =>
+			isKeyMatch(item.key?.key, filter.attributeKey.key),
+		);
+
+		if (filterSync) {
+			if (SELECTED_OPERATORS.includes(filterSync.op)) {
+				if (isArray(filterSync.value)) {
+					filterSync.value.forEach((val) => {
+						filterState[String(val)] = true;
+					});
+				} else if (typeof filterSync.value === 'string') {
+					filterState[filterSync.value] = true;
+				} else if (typeof filterSync.value === 'boolean') {
+					filterState[String(filterSync.value)] = true;
+				} else if (typeof filterSync.value === 'number') {
+					filterState[String(filterSync.value)] = true;
+				}
+			} else if (NON_SELECTED_OPERATORS.includes(filterSync.op)) {
+				filterState = setDefaultValues(attributeValues, true);
+				if (isArray(filterSync.value)) {
+					filterSync.value.forEach((val) => {
+						filterState[String(val)] = false;
+					});
+				} else if (typeof filterSync.value === 'string') {
+					filterState[filterSync.value] = false;
+				} else if (typeof filterSync.value === 'boolean') {
+					filterState[String(filterSync.value)] = false;
+				} else if (typeof filterSync.value === 'number') {
+					filterState[String(filterSync.value)] = false;
+				}
+			}
+		} else {
+			filterState = setDefaultValues(attributeValues, true);
+		}
+		return filterState;
+	}, [
+		attributeValues,
+		currentQuery?.builder.queryData,
+		filter.attributeKey,
+		activeQueryIndex,
+	]);
+
+	// disable the filter when there are multiple entries of the same attribute key present in the filter bar
+	const isFilterDisabled = useMemo(
+		() =>
+			(currentQuery?.builder?.queryData?.[
+				activeQueryIndex
+			]?.filters?.items?.filter((item) =>
+				isKeyMatch(item.key?.key, filter.attributeKey.key),
+			)?.length || 0) > 1,
+
+		[currentQuery?.builder?.queryData, activeQueryIndex, filter.attributeKey],
+	);
+
+	// variable to check if the current filter has multiple values to its name in the key op value section
+	const isMultipleValuesTrueForTheKey =
+		Object.values(currentFilterState).filter((val) => val).length > 1;
+
 	// Sort checked items to the top, then unchecked items
 	const currentAttributeKeys = useMemo(() => {
 		const checkedValues = attributeValues.filter(
@@ -84,6 +277,293 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 		[currentAttributeKeys, currentFilterState],
 	);
 
+	const handleClearFilterAttribute = (): void => {
+		const preparedQuery: Query = {
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: currentQuery.builder.queryData.map((item, idx) => ({
+					...item,
+					filter: {
+						expression: removeKeysFromExpression(item.filter?.expression ?? '', [
+							filter.attributeKey.key,
+						]),
+					},
+					filters: {
+						...item.filters,
+						items:
+							idx === activeQueryIndex
+								? item.filters?.items?.filter(
+										(fil) => !isKeyMatch(fil.key?.key, filter.attributeKey.key),
+									) || []
+								: [...(item.filters?.items || [])],
+						op: item.filters?.op || 'AND',
+					},
+				})),
+			},
+		};
+
+		if (onFilterChange && isFunction(onFilterChange)) {
+			onFilterChange(preparedQuery);
+		} else {
+			redirectWithQueryBuilderData(preparedQuery);
+		}
+	};
+
+	const onChange = (
+		value: string,
+		checked: boolean,
+		isOnlyOrAllClicked: boolean,
+		// eslint-disable-next-line sonarjs/cognitive-complexity
+	): void => {
+		const query = cloneDeep(currentQuery.builder.queryData?.[activeQueryIndex]);
+
+		// if only or all are clicked we do not need to worry about anything just override whatever we have
+		// by either adding a new IN operator value clause in case of ONLY or remove everything we have for ALL.
+		if (isOnlyOrAllClicked && query?.filters?.items) {
+			const isOnlyOrAll = isSomeFilterPresentForCurrentAttribute
+				? currentFilterState[value] && !isMultipleValuesTrueForTheKey
+					? 'All'
+					: 'Only'
+				: 'Only';
+			query.filters.items = query.filters.items.filter(
+				(q) => !isKeyMatch(q.key?.key, filter.attributeKey.key),
+			);
+
+			if (query.filter?.expression) {
+				query.filter.expression = removeKeysFromExpression(
+					query.filter.expression,
+					[filter.attributeKey.key],
+				);
+			}
+
+			if (isOnlyOrAll === 'Only') {
+				const newFilterItem: TagFilterItem = {
+					id: uuid(),
+					op: getOperatorValue(OPERATORS.IN),
+					key: filter.attributeKey,
+					value,
+				};
+				query.filters.items = [...query.filters.items, newFilterItem];
+			}
+		} else if (query?.filters?.items) {
+			if (
+				query.filters?.items?.some((item) =>
+					isKeyMatch(item.key?.key, filter.attributeKey.key),
+				)
+			) {
+				// if there is already a running filter for the current attribute key then
+				// we split the cases by which particular operator is present right now!
+				const currentFilter = query.filters?.items?.find((q) =>
+					isKeyMatch(q.key?.key, filter.attributeKey.key),
+				);
+				if (currentFilter) {
+					const runningOperator = currentFilter?.op;
+					switch (runningOperator) {
+						case 'in':
+							if (checked) {
+								// if it's an IN operator then if we are checking another value it get's added to the
+								// filter clause. example -  key IN [value1, currentSelectedValue]
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									// if the current state wasn't an array we make it one and add our value
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} else if (!checked) {
+								// if we are removing some value when the running operator is IN we filter.
+								// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
+									}
+								} else {
+									// if not an array remove the whole thing altogether!
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
+								}
+							}
+							break;
+						case 'nin':
+						case 'not in':
+							// if the current running operator is NIN then when unchecking the value it gets
+							// added to the clause like key NIN [value1 , currentUnselectedValue]
+							if (!checked) {
+								// in case of array add the currentUnselectedValue to the list.
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: [...currentFilter.value, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								} else {
+									// in case of not an array make it one!
+									const newFilter = {
+										...currentFilter,
+										value: [currentFilter.value as string, value],
+									};
+									query.filters.items = query.filters.items.map((item) => {
+										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+											return newFilter;
+										}
+										return item;
+									});
+								}
+							} else if (checked) {
+								// opposite of above!
+								if (isArray(currentFilter.value)) {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value.filter((val) => val !== value),
+									};
+									if (newFilter.value.length === 0) {
+										query.filters.items = query.filters.items.filter(
+											(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+										);
+										if (query.filter?.expression) {
+											query.filter.expression = removeKeysFromExpression(
+												query.filter.expression,
+												[filter.attributeKey.key],
+											);
+										}
+									} else {
+										query.filters.items = query.filters.items.map((item) => {
+											if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+												return newFilter;
+											}
+											return item;
+										});
+									}
+								} else {
+									const newFilter = {
+										...currentFilter,
+										value: currentFilter.value === value ? null : currentFilter.value,
+									};
+									if (newFilter.value === null && query.filter?.expression) {
+										query.filter.expression = removeKeysFromExpression(
+											query.filter.expression,
+											[filter.attributeKey.key],
+										);
+									}
+									query.filters.items = query.filters.items.filter(
+										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+									);
+								}
+							}
+							break;
+						case '=':
+							if (checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getOperatorValue(OPERATORS.IN),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (!checked) {
+								query.filters.items = query.filters.items.filter(
+									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+								);
+							}
+							break;
+						case '!=':
+							if (!checked) {
+								const newFilter = {
+									...currentFilter,
+									op: getNotInOperator(source),
+									value: [currentFilter.value as string, value],
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+							} else if (checked) {
+								query.filters.items = query.filters.items.filter(
+									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
+								);
+							}
+							break;
+						default:
+							break;
+					}
+				}
+			} else {
+				// case  - when there is no filter for the current key that means all are selected right now.
+				const newFilterItem: TagFilterItem = {
+					id: uuid(),
+					op: getNotInOperator(source),
+					key: filter.attributeKey,
+					value,
+				};
+				query.filters.items = [...query.filters.items, newFilterItem];
+			}
+		}
+		const finalQuery = {
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: [
+					...currentQuery.builder.queryData.map((q, idx) => {
+						if (idx === activeQueryIndex) {
+							return query;
+						}
+						return q;
+					}),
+				],
+			},
+		};
+
+		if (onFilterChange && isFunction(onFilterChange)) {
+			onFilterChange(finalQuery);
+		} else {
+			redirectWithQueryBuilderData(finalQuery);
+		}
+	};
+
 	const isEmptyStateWithDocsEnabled =
 		SOURCES_WITH_EMPTY_STATE_ENABLED.includes(source) &&
 		!searchText &&
@@ -91,19 +571,48 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 
 	return (
 		<div className="checkbox-filter">
-			<CheckboxFilterHeader
-				title={filter.title}
-				isOpen={isOpen}
-				showClearAll={!!attributeValues.length}
-				onToggleOpen={onToggleOpen}
-				onClear={onClear}
-			/>
-			{isOpen && isLoading && !attributeValues.length && (
-				<section className="loading">
-					<Skeleton paragraph={{ rows: 4 }} />
+			<section
+				className="filter-header-checkbox"
+				onClick={(): void => {
+					if (isOpen) {
+						setUserToggleState(false);
+						setVisibleItemsCount(10);
+					} else {
+						setUserToggleState(true);
+					}
+				}}
+			>
+				<section className="left-action">
+					{isOpen ? (
+						<ChevronDown size={13} cursor="pointer" />
+					) : (
+						<ChevronRight size={13} cursor="pointer" />
+					)}
+					<Typography.Text className="title">{filter.title}</Typography.Text>
 				</section>
-			)}
-			{isOpen && !isLoading && (
+				<section className="right-action">
+					{isOpen && !!attributeValues.length && (
+						<Typography.Text
+							className="clear-all"
+							onClick={(e): void => {
+								e.stopPropagation();
+								e.preventDefault();
+								handleClearFilterAttribute();
+							}}
+						>
+							Clear All
+						</Typography.Text>
+					)}
+				</section>
+			</section>
+			{isOpen &&
+				(isLoading || isLoadingKeyValueSuggestions) &&
+				!attributeValues.length && (
+					<section className="loading">
+						<Skeleton paragraph={{ rows: 4 }} />
+					</section>
+				)}
+			{isOpen && !isLoading && !isLoadingKeyValueSuggestions && (
 				<>
 					{!isEmptyStateWithDocsEnabled && (
 						<section className="search">
@@ -125,24 +634,48 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 											data-testid="filter-separator"
 										/>
 									)}
-									<CheckboxValueRow
-										value={value}
-										checked={currentFilterState[value]}
-										disabled={isFilterDisabled}
-										title={filter.title}
-										onlyButtonLabel={
-											isSomeFilterPresentForCurrentAttribute
-												? currentFilterState[value] && !isMultipleValuesTrueForTheKey
-													? 'All'
-													: 'Only'
-												: 'Only'
-										}
-										customRendererForValue={filter.customRendererForValue}
-										onCheckboxChange={(checked): void => onChange(value, checked, false)}
-										onOnlyOrAllClick={(): void =>
-											onChange(value, currentFilterState[value], true)
-										}
-									/>
+									<div className="value">
+										<Checkbox
+											onChange={(checked): void =>
+												onChange(value, checked === true, false)
+											}
+											value={currentFilterState[value]}
+											disabled={isFilterDisabled}
+											className="check-box"
+										/>
+
+										<div
+											className={cx(
+												'checkbox-value-section',
+												isFilterDisabled ? 'filter-disabled' : '',
+											)}
+											onClick={(): void => {
+												if (isFilterDisabled) {
+													return;
+												}
+												onChange(value, currentFilterState[value], true);
+											}}
+										>
+											<div className={`${filter.title} label-${value}`} />
+											{filter.customRendererForValue ? (
+												filter.customRendererForValue(value)
+											) : (
+												<Typography.Text className="value-string" truncate={1}>
+													{String(value)}
+												</Typography.Text>
+											)}
+											<Button type="text" className="only-btn">
+												{isSomeFilterPresentForCurrentAttribute
+													? currentFilterState[value] && !isMultipleValuesTrueForTheKey
+														? 'All'
+														: 'Only'
+													: 'Only'}
+											</Button>
+											<Button type="text" className="toggle-btn">
+												Toggle
+											</Button>
+										</div>
+									</div>
 								</Fragment>
 							))}
 						</section>
@@ -155,7 +688,10 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 					)}
 					{visibleItemsCount < attributeValues?.length && (
 						<section className="show-more">
-							<Typography.Text className="show-more-text" onClick={onShowMore}>
+							<Typography.Text
+								className="show-more-text"
+								onClick={(): void => setVisibleItemsCount((prev) => prev + 10)}
+							>
 								Show More...
 							</Typography.Text>
 						</section>

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxFilterHeader.tsx

@@ -1,47 +0,0 @@
-import { Typography } from '@signozhq/ui/typography';
-import { ChevronDown, ChevronRight } from '@signozhq/icons';
-
-interface CheckboxFilterHeaderProps {
-	title: string;
-	isOpen: boolean;
-	showClearAll: boolean;
-	onToggleOpen: () => void;
-	onClear: () => void;
-}
-
-function CheckboxFilterHeader({
-	title,
-	isOpen,
-	showClearAll,
-	onToggleOpen,
-	onClear,
-}: CheckboxFilterHeaderProps): JSX.Element {
-	return (
-		<section className="filter-header-checkbox" onClick={onToggleOpen}>
-			<section className="left-action">
-				{isOpen ? (
-					<ChevronDown size={13} cursor="pointer" />
-				) : (
-					<ChevronRight size={13} cursor="pointer" />
-				)}
-				<Typography.Text className="title">{title}</Typography.Text>
-			</section>
-			<section className="right-action">
-				{isOpen && showClearAll && (
-					<Typography.Text
-						className="clear-all"
-						onClick={(e): void => {
-							e.stopPropagation();
-							e.preventDefault();
-							onClear();
-						}}
-					>
-						Clear All
-					</Typography.Text>
-				)}
-			</section>
-		</section>
-	);
-}
-
-export default CheckboxFilterHeader;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/CheckboxValueRow.tsx

@@ -1,68 +0,0 @@
-import { Button } from 'antd';
-import { Checkbox } from '@signozhq/ui/checkbox';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-
-interface CheckboxValueRowProps {
-	value: string;
-	checked: boolean;
-	disabled: boolean;
-	title: string;
-	onlyButtonLabel: string;
-	customRendererForValue?: (value: string) => JSX.Element;
-	onCheckboxChange: (checked: boolean) => void;
-	onOnlyOrAllClick: () => void;
-}
-
-function CheckboxValueRow({
-	value,
-	checked,
-	disabled,
-	title,
-	onlyButtonLabel,
-	customRendererForValue,
-	onCheckboxChange,
-	onOnlyOrAllClick,
-}: CheckboxValueRowProps): JSX.Element {
-	return (
-		<div className="value">
-			<Checkbox
-				onChange={(isChecked): void => onCheckboxChange(isChecked === true)}
-				value={checked}
-				disabled={disabled}
-				className="check-box"
-			/>
-
-			<div
-				className={cx('checkbox-value-section', disabled ? 'filter-disabled' : '')}
-				onClick={(): void => {
-					if (disabled) {
-						return;
-					}
-					onOnlyOrAllClick();
-				}}
-			>
-				<div className={`${title} label-${value}`} />
-				{customRendererForValue ? (
-					customRendererForValue(value)
-				) : (
-					<Typography.Text className="value-string" truncate={1}>
-						{String(value)}
-					</Typography.Text>
-				)}
-				<Button type="text" className="only-btn">
-					{onlyButtonLabel}
-				</Button>
-				<Button type="text" className="toggle-btn">
-					Toggle
-				</Button>
-			</div>
-		</div>
-	);
-}
-
-CheckboxValueRow.defaultProps = {
-	customRendererForValue: undefined,
-};
-
-export default CheckboxValueRow;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts

@@ -1,417 +0,0 @@
-/* eslint-disable sonarjs/no-identical-functions */
-import { removeKeysFromExpression } from 'components/QueryBuilderV2/utils';
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { OPERATORS } from 'constants/antlrQueryConstants';
-import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
-import { cloneDeep, isArray } from 'lodash-es';
-import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
-import { v4 as uuid } from 'uuid';
-
-import { isKeyMatch } from './utils';
-
-export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
-export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
-
-// Sources that use backend APIs expecting short operator format (e.g., 'nin' instead of 'not in')
-const SOURCES_WITH_SHORT_OPERATORS = [QuickFiltersSource.INFRA_MONITORING];
-
-/**
- * Returns the correct NOT_IN operator value based on source.
- * InfraMonitoring backend expects 'nin', others expect 'not in'.
- */
-export function getNotInOperator(source: QuickFiltersSource): string {
-	if (SOURCES_WITH_SHORT_OPERATORS.includes(source)) {
-		return 'nin';
-	}
-	return getOperatorValue('NOT_IN');
-}
-
-function setDefaultValues(
-	values: string[],
-	trueOrFalse: boolean,
-): Record<string, boolean> {
-	const defaultState: Record<string, boolean> = {};
-	values.forEach((val) => {
-		defaultState[val] = trueOrFalse;
-	});
-	return defaultState;
-}
-
-/**
- * Derives the checked/unchecked state for each attribute value by reading the
- * active filter clause for this attribute key out of the query.
- *
- * - No matching clause -> every value is checked (all selected).
- * - IN / `=` clause     -> only the listed values are checked.
- * - NOT IN / `!=` clause -> every value is checked except the excluded ones.
- */
-// eslint-disable-next-line sonarjs/cognitive-complexity
-export function deriveCheckboxState({
-	attributeValues,
-	filterItems,
-	filterKey,
-}: {
-	attributeValues: string[];
-	filterItems: TagFilterItem[] | undefined;
-	filterKey: string;
-}): Record<string, boolean> {
-	let filterState: Record<string, boolean> = setDefaultValues(
-		attributeValues,
-		false,
-	);
-	const filterSync = filterItems?.find((item) =>
-		isKeyMatch(item.key?.key, filterKey),
-	);
-
-	if (filterSync) {
-		if (SELECTED_OPERATORS.includes(filterSync.op)) {
-			if (isArray(filterSync.value)) {
-				filterSync.value.forEach((val) => {
-					filterState[String(val)] = true;
-				});
-			} else if (typeof filterSync.value === 'string') {
-				filterState[filterSync.value] = true;
-			} else if (typeof filterSync.value === 'boolean') {
-				filterState[String(filterSync.value)] = true;
-			} else if (typeof filterSync.value === 'number') {
-				filterState[String(filterSync.value)] = true;
-			}
-		} else if (NON_SELECTED_OPERATORS.includes(filterSync.op)) {
-			filterState = setDefaultValues(attributeValues, true);
-			if (isArray(filterSync.value)) {
-				filterSync.value.forEach((val) => {
-					filterState[String(val)] = false;
-				});
-			} else if (typeof filterSync.value === 'string') {
-				filterState[filterSync.value] = false;
-			} else if (typeof filterSync.value === 'boolean') {
-				filterState[String(filterSync.value)] = false;
-			} else if (typeof filterSync.value === 'number') {
-				filterState[String(filterSync.value)] = false;
-			}
-		}
-	} else {
-		filterState = setDefaultValues(attributeValues, true);
-	}
-	return filterState;
-}
-
-/**
- * Returns a new query with every clause for this attribute key removed, both
- * from the structured filter items and the raw filter expression.
- */
-export function clearFilterFromQuery({
-	currentQuery,
-	filter,
-	activeQueryIndex,
-}: {
-	currentQuery: Query;
-	filter: IQuickFiltersConfig;
-	activeQueryIndex: number;
-}): Query {
-	return {
-		...currentQuery,
-		builder: {
-			...currentQuery.builder,
-			queryData: currentQuery.builder.queryData.map((item, idx) => ({
-				...item,
-				filter: {
-					expression: removeKeysFromExpression(item.filter?.expression ?? '', [
-						filter.attributeKey.key,
-					]),
-				},
-				filters: {
-					...item.filters,
-					items:
-						idx === activeQueryIndex
-							? item.filters?.items?.filter(
-									(fil) => !isKeyMatch(fil.key?.key, filter.attributeKey.key),
-								) || []
-							: [...(item.filters?.items || [])],
-					op: item.filters?.op || 'AND',
-				},
-			})),
-		},
-	};
-}
-
-// eslint-disable-next-line sonarjs/cognitive-complexity
-export function applyCheckboxToggle({
-	currentQuery,
-	activeQueryIndex,
-	filter,
-	source,
-	attributeValues,
-	value,
-	checked,
-	isOnlyOrAllClicked,
-}: {
-	currentQuery: Query;
-	activeQueryIndex: number;
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	attributeValues: string[];
-	value: string;
-	checked: boolean;
-	isOnlyOrAllClicked: boolean;
-}): Query {
-	const activeItems =
-		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
-
-	const isSomeFilterPresentForCurrentAttribute = !!activeItems?.some((item) =>
-		isKeyMatch(item.key?.key, filter.attributeKey.key),
-	);
-
-	const currentFilterState = deriveCheckboxState({
-		attributeValues,
-		filterItems: activeItems,
-		filterKey: filter.attributeKey.key,
-	});
-
-	const isMultipleValuesTrueForTheKey =
-		Object.values(currentFilterState).filter((val) => val).length > 1;
-
-	const query = cloneDeep(currentQuery.builder.queryData?.[activeQueryIndex]);
-
-	// if only or all are clicked we do not need to worry about anything just override whatever we have
-	// by either adding a new IN operator value clause in case of ONLY or remove everything we have for ALL.
-	if (isOnlyOrAllClicked && query?.filters?.items) {
-		const isOnlyOrAll = isSomeFilterPresentForCurrentAttribute
-			? currentFilterState[value] && !isMultipleValuesTrueForTheKey
-				? 'All'
-				: 'Only'
-			: 'Only';
-		query.filters.items = query.filters.items.filter(
-			(q) => !isKeyMatch(q.key?.key, filter.attributeKey.key),
-		);
-
-		if (query.filter?.expression) {
-			query.filter.expression = removeKeysFromExpression(query.filter.expression, [
-				filter.attributeKey.key,
-			]);
-		}
-
-		if (isOnlyOrAll === 'Only') {
-			const newFilterItem: TagFilterItem = {
-				id: uuid(),
-				op: getOperatorValue(OPERATORS.IN),
-				key: filter.attributeKey,
-				value,
-			};
-			query.filters.items = [...query.filters.items, newFilterItem];
-		}
-	} else if (query?.filters?.items) {
-		if (
-			query.filters?.items?.some((item) =>
-				isKeyMatch(item.key?.key, filter.attributeKey.key),
-			)
-		) {
-			// if there is already a running filter for the current attribute key then
-			// we split the cases by which particular operator is present right now!
-			const currentFilter = query.filters?.items?.find((q) =>
-				isKeyMatch(q.key?.key, filter.attributeKey.key),
-			);
-			if (currentFilter) {
-				const runningOperator = currentFilter?.op;
-				switch (runningOperator) {
-					case 'in':
-						if (checked) {
-							// if it's an IN operator then if we are checking another value it get's added to the
-							// filter clause. example -  key IN [value1, currentSelectedValue]
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// if the current state wasn't an array we make it one and add our value
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (!checked) {
-							// if we are removing some value when the running operator is IN we filter.
-							// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-								} else {
-									query.filters.items = query.filters.items.map((item) => {
-										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-											return newFilter;
-										}
-										return item;
-									});
-								}
-							} else {
-								// if not an array remove the whole thing altogether!
-								query.filters.items = query.filters.items.filter(
-									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-								);
-							}
-						}
-						break;
-					case 'nin':
-					case 'not in':
-						// if the current running operator is NIN then when unchecking the value it gets
-						// added to the clause like key NIN [value1 , currentUnselectedValue]
-						if (!checked) {
-							// in case of array add the currentUnselectedValue to the list.
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: [...currentFilter.value, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							} else {
-								// in case of not an array make it one!
-								const newFilter = {
-									...currentFilter,
-									value: [currentFilter.value as string, value],
-								};
-								query.filters.items = query.filters.items.map((item) => {
-									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-										return newFilter;
-									}
-									return item;
-								});
-							}
-						} else if (checked) {
-							// opposite of above!
-							if (isArray(currentFilter.value)) {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value.filter((val) => val !== value),
-								};
-								if (newFilter.value.length === 0) {
-									query.filters.items = query.filters.items.filter(
-										(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-									);
-									if (query.filter?.expression) {
-										query.filter.expression = removeKeysFromExpression(
-											query.filter.expression,
-											[filter.attributeKey.key],
-										);
-									}
-								} else {
-									query.filters.items = query.filters.items.map((item) => {
-										if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-											return newFilter;
-										}
-										return item;
-									});
-								}
-							} else {
-								const newFilter = {
-									...currentFilter,
-									value: currentFilter.value === value ? null : currentFilter.value,
-								};
-								if (newFilter.value === null && query.filter?.expression) {
-									query.filter.expression = removeKeysFromExpression(
-										query.filter.expression,
-										[filter.attributeKey.key],
-									);
-								}
-								query.filters.items = query.filters.items.filter(
-									(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-								);
-							}
-						}
-						break;
-					case '=':
-						if (checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getOperatorValue(OPERATORS.IN),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (!checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					case '!=':
-						if (!checked) {
-							const newFilter = {
-								...currentFilter,
-								op: getNotInOperator(source),
-								value: [currentFilter.value as string, value],
-							};
-							query.filters.items = query.filters.items.map((item) => {
-								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
-									return newFilter;
-								}
-								return item;
-							});
-						} else if (checked) {
-							query.filters.items = query.filters.items.filter(
-								(item) => !isKeyMatch(item.key?.key, filter.attributeKey.key),
-							);
-						}
-						break;
-					default:
-						break;
-				}
-			}
-		} else {
-			// case  - when there is no filter for the current key that means all are selected right now.
-			const newFilterItem: TagFilterItem = {
-				id: uuid(),
-				op: getNotInOperator(source),
-				key: filter.attributeKey,
-				value,
-			};
-			query.filters.items = [...query.filters.items, newFilterItem];
-		}
-	}
-
-	return {
-		...currentQuery,
-		builder: {
-			...currentQuery.builder,
-			queryData: [
-				...currentQuery.builder.queryData.map((q, idx) => {
-					if (idx === activeQueryIndex) {
-						return query;
-					}
-					return q;
-				}),
-			],
-		},
-	};
-}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useActiveQueryIndex.ts

@@ -1,27 +0,0 @@
-import { useMemo } from 'react';
-import { QuickFiltersSource } from 'components/QuickFilters/types';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-/**
- * Resolves which query-builder query index the checkbox filter reads from and
- * writes to.
- *
- * In ListView most sources use index 0; TRACES_EXPLORER and every non-ListView
- * mode track the last focused query.
- */
-function useActiveQueryIndex(source: QuickFiltersSource): number {
-	const { lastUsedQuery, panelType } = useQueryBuilder();
-	const isListView = panelType === PANEL_TYPES.LIST;
-
-	return useMemo(() => {
-		if (isListView) {
-			return source === QuickFiltersSource.TRACES_EXPLORER
-				? lastUsedQuery || 0
-				: 0;
-		}
-		return lastUsedQuery || 0;
-	}, [isListView, source, lastUsedQuery]);
-}
-
-export default useActiveQueryIndex;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxDisclosure.ts

@@ -1,90 +0,0 @@
-import { useMemo, useState } from 'react';
-import { IQuickFiltersConfig } from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-import { isKeyMatch } from './utils';
-
-const DEFAULT_VISIBLE_ITEMS_COUNT = 10;
-
-interface UseCheckboxDisclosureProps {
-	filter: IQuickFiltersConfig;
-	activeQueryIndex: number;
-}
-
-interface UseCheckboxDisclosureReturn {
-	isOpen: boolean;
-	isSomeFilterPresentForCurrentAttribute: boolean;
-	visibleItemsCount: number;
-	onToggleOpen: () => void;
-	onShowMore: () => void;
-}
-
-/**
- * Owns the open/collapsed state of a checkbox filter section and how many
- * values are visible.
- *
- * Auto-opens when the query already has a clause for this attribute, otherwise
- * falls back to `filter.defaultOpen`. An explicit user toggle always wins.
- * Collapsing resets the visible count.
- */
-function useCheckboxDisclosure({
-	filter,
-	activeQueryIndex,
-}: UseCheckboxDisclosureProps): UseCheckboxDisclosureReturn {
-	const { currentQuery } = useQueryBuilder();
-	// null = no user action, true = user opened, false = user closed
-	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
-	const [visibleItemsCount, setVisibleItemsCount] = useState<number>(
-		DEFAULT_VISIBLE_ITEMS_COUNT,
-	);
-
-	const isSomeFilterPresentForCurrentAttribute = useMemo(
-		() =>
-			!!currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items?.some(
-				(item) => isKeyMatch(item.key?.key, filter.attributeKey.key),
-			),
-		[currentQuery.builder.queryData, activeQueryIndex, filter.attributeKey.key],
-	);
-
-	const isOpen = useMemo(() => {
-		// If user explicitly toggled, respect that
-		if (userToggleState !== null) {
-			return userToggleState;
-		}
-
-		// Auto-open if this filter has active filters in the query
-		if (isSomeFilterPresentForCurrentAttribute) {
-			return true;
-		}
-
-		// Otherwise use default behavior (first 2 filters open)
-		return filter.defaultOpen;
-	}, [
-		userToggleState,
-		isSomeFilterPresentForCurrentAttribute,
-		filter.defaultOpen,
-	]);
-
-	const onToggleOpen = (): void => {
-		if (isOpen) {
-			setUserToggleState(false);
-			setVisibleItemsCount(DEFAULT_VISIBLE_ITEMS_COUNT);
-		} else {
-			setUserToggleState(true);
-		}
-	};
-
-	const onShowMore = (): void => {
-		setVisibleItemsCount((prev) => prev + DEFAULT_VISIBLE_ITEMS_COUNT);
-	};
-
-	return {
-		isOpen,
-		isSomeFilterPresentForCurrentAttribute,
-		visibleItemsCount,
-		onToggleOpen,
-		onShowMore,
-	};
-}
-
-export default useCheckboxDisclosure;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts

@@ -1,78 +0,0 @@
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { isFunction } from 'lodash-es';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
-
-import {
-	applyCheckboxToggle,
-	clearFilterFromQuery,
-} from './checkboxFilterQuery';
-
-interface UseCheckboxFilterActionsProps {
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	attributeValues: string[];
-	activeQueryIndex: number;
-	onFilterChange?: ((query: Query) => void) | null;
-}
-
-interface UseCheckboxFilterActionsReturn {
-	onChange: (
-		value: string,
-		checked: boolean,
-		isOnlyOrAllClicked: boolean,
-	) => void;
-	onClear: () => void;
-}
-
-/**
- * Wires the pure checkbox query algebra to query-builder dispatch: the
- * caller-provided `onFilterChange` when present, otherwise a URL redirect.
- */
-function useCheckboxFilterActions({
-	filter,
-	source,
-	attributeValues,
-	activeQueryIndex,
-	onFilterChange,
-}: UseCheckboxFilterActionsProps): UseCheckboxFilterActionsReturn {
-	const { currentQuery, redirectWithQueryBuilderData } = useQueryBuilder();
-
-	const dispatch = (query: Query): void => {
-		if (onFilterChange && isFunction(onFilterChange)) {
-			onFilterChange(query);
-		} else {
-			redirectWithQueryBuilderData(query);
-		}
-	};
-
-	const onChange = (
-		value: string,
-		checked: boolean,
-		isOnlyOrAllClicked: boolean,
-	): void => {
-		dispatch(
-			applyCheckboxToggle({
-				currentQuery,
-				activeQueryIndex,
-				filter,
-				source,
-				attributeValues,
-				value,
-				checked,
-				isOnlyOrAllClicked,
-			}),
-		);
-	};
-
-	const onClear = (): void => {
-		dispatch(clearFilterFromQuery({ currentQuery, filter, activeQueryIndex }));
-	};
-
-	return { onChange, onClear };
-}
-
-export default useCheckboxFilterActions;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterState.ts

@@ -1,71 +0,0 @@
-import { useMemo } from 'react';
-import { IQuickFiltersConfig } from 'components/QuickFilters/types';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-
-import { deriveCheckboxState } from './checkboxFilterQuery';
-import { isKeyMatch } from './utils';
-
-interface UseCheckboxFilterStateProps {
-	filter: IQuickFiltersConfig;
-	attributeValues: string[];
-	activeQueryIndex: number;
-}
-
-interface UseCheckboxFilterStateReturn {
-	currentFilterState: Record<string, boolean>;
-	isFilterDisabled: boolean;
-	isMultipleValuesTrueForTheKey: boolean;
-}
-
-/**
- * Reads the active query and derives the per-value checked state for this
- * attribute, whether the filter is disabled (same key used more than once in
- * the filter bar), and whether more than one value is currently selected.
- */
-function useCheckboxFilterState({
-	filter,
-	attributeValues,
-	activeQueryIndex,
-}: UseCheckboxFilterStateProps): UseCheckboxFilterStateReturn {
-	const { currentQuery } = useQueryBuilder();
-
-	// derive the state of each filter key here and keep it in sync with current query
-	const currentFilterState = useMemo(
-		() =>
-			deriveCheckboxState({
-				attributeValues,
-				filterItems:
-					currentQuery?.builder.queryData?.[activeQueryIndex]?.filters?.items,
-				filterKey: filter.attributeKey.key,
-			}),
-		[
-			attributeValues,
-			currentQuery?.builder.queryData,
-			filter.attributeKey,
-			activeQueryIndex,
-		],
-	);
-
-	// disable the filter when there are multiple entries of the same attribute key present in the filter bar
-	const isFilterDisabled = useMemo(
-		() =>
-			(currentQuery?.builder?.queryData?.[
-				activeQueryIndex
-			]?.filters?.items?.filter((item) =>
-				isKeyMatch(item.key?.key, filter.attributeKey.key),
-			)?.length || 0) > 1,
-		[currentQuery?.builder?.queryData, activeQueryIndex, filter.attributeKey],
-	);
-
-	// whether the current filter has multiple values to its name in the key op value section
-	const isMultipleValuesTrueForTheKey =
-		Object.values(currentFilterState).filter((val) => val).length > 1;
-
-	return {
-		currentFilterState,
-		isFilterDisabled,
-		isMultipleValuesTrueForTheKey,
-	};
-}
-
-export default useCheckboxFilterState;

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterValues.tsx

@@ -1,99 +0,0 @@
-import { useMemo } from 'react';
-import {
-	IQuickFiltersConfig,
-	QuickFiltersSource,
-} from 'components/QuickFilters/types';
-import { DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY } from 'constants/queryBuilder';
-import { useGetAggregateValues } from 'hooks/queryBuilder/useGetAggregateValues';
-import { useGetQueryKeyValueSuggestions } from 'hooks/querySuggestions/useGetQueryKeyValueSuggestions';
-import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
-import { DataSource } from 'types/common/queryBuilder';
-
-interface UseCheckboxFilterValuesProps {
-	filter: IQuickFiltersConfig;
-	source: QuickFiltersSource;
-	searchText: string;
-	isOpen: boolean;
-}
-
-interface UseCheckboxFilterValuesReturn {
-	attributeValues: string[];
-	isLoading: boolean;
-}
-
-function useCheckboxFilterValues({
-	filter,
-	source,
-	searchText,
-	isOpen,
-}: UseCheckboxFilterValuesProps): UseCheckboxFilterValuesReturn {
-	const { data, isLoading } = useGetAggregateValues(
-		{
-			aggregateOperator: filter.aggregateOperator || 'noop',
-			dataSource: filter.dataSource || DataSource.LOGS,
-			aggregateAttribute: filter.aggregateAttribute || '',
-			attributeKey: filter.attributeKey.key,
-			filterAttributeKeyDataType: filter.attributeKey.dataType || DataTypes.EMPTY,
-			tagType: filter.attributeKey.type || '',
-			searchText: searchText ?? '',
-		},
-		{
-			enabled: isOpen && source !== QuickFiltersSource.METER_EXPLORER,
-			keepPreviousData: true,
-		},
-	);
-
-	const { data: keyValueSuggestions, isLoading: isLoadingKeyValueSuggestions } =
-		useGetQueryKeyValueSuggestions({
-			key: filter.attributeKey.key,
-			signal: filter.dataSource || DataSource.LOGS,
-			signalSource: 'meter',
-			options: {
-				enabled: isOpen && source === QuickFiltersSource.METER_EXPLORER,
-				keepPreviousData: true,
-			},
-		});
-
-	const attributeValues: string[] = useMemo(() => {
-		const dataType = filter.attributeKey.dataType || DataTypes.String;
-
-		if (source === QuickFiltersSource.METER_EXPLORER && keyValueSuggestions) {
-			// Process the response data
-			const responseData = keyValueSuggestions?.data as any;
-			const values = responseData.data?.values || {};
-			const stringValues = values.stringValues || [];
-			const numberValues = values.numberValues || [];
-
-			// Generate options from string values - explicitly handle empty strings
-			const stringOptions = stringValues
-				// Strict filtering for empty string - we'll handle it as a special case if needed
-				.filter(
-					(value: string | null | undefined): value is string =>
-						value !== null && value !== undefined && value !== '',
-				);
-
-			// Generate options from number values
-			const numberOptions = numberValues
-				.filter(
-					(value: number | null | undefined): value is number =>
-						value !== null && value !== undefined,
-				)
-				.map((value: number) => value.toString());
-
-			// Combine all options and make sure we don't have duplicate labels
-			return [...stringOptions, ...numberOptions];
-		}
-
-		const key = DATA_TYPE_VS_ATTRIBUTE_VALUES_KEY[dataType];
-		return (data?.payload?.[key] || []).filter(
-			(val) => val !== undefined && val !== null,
-		);
-	}, [data?.payload, filter.attributeKey.dataType, keyValueSuggestions, source]);
-
-	return {
-		attributeValues,
-		isLoading: isLoading || isLoadingKeyValueSuggestions,
-	};
-}
-
-export default useCheckboxFilterValues;

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

@@ -20,7 +20,6 @@ import APIError from 'types/api/error';
 import DashboardActions from './DashboardActions/DashboardActions';
 import DashboardInfo from './DashboardInfo/DashboardInfo';
 import { useEditableTitle } from './DashboardInfo/useEditableTitle';
-import { usePublicDashboardMeta } from '../DashboardSettings/PublicDashboard/usePublicDashboardMeta';
 
 import styles from './DashboardPageToolbar.module.scss';
 
@@ -53,10 +52,6 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 		(s) => s.setIsPanelTypeSelectionModalOpen,
 	);
 
-	// Single global fetch of the public-sharing meta (the drawer reuses this cache);
-	// drives the public-access badge.
-	const { isPublic: isPublicDashboard } = usePublicDashboardMeta(id);
-
 	const isAuthor =
 		!!user?.email && !!dashboard.createdBy && dashboard.createdBy === user.email;
 
@@ -122,7 +117,7 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 					image={image}
 					tags={tags}
 					description={description}
-					isPublicDashboard={isPublicDashboard}
+					isPublicDashboard={false}
 					isDashboardLocked={isDashboardLocked}
 					isEditing={isEditing}
 					draft={draft}

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

@@ -1,15 +1,106 @@
-// Publish tab — "status strip" direction (Claude Design: Publish Drawer Final).
-// Fills the drawer height so the actions anchor a footer instead of floating.
-.publishTab {
+// settings card wrapper — mirrors the V1 public dashboard treatment
+.publicDashboardCard {
 	display: flex;
 	flex-direction: column;
-	height: 100%;
-	min-height: 100%;
+	gap: 8px;
+	padding: 16px;
+	border-radius: 3px;
+	border: 1px solid var(--l2-border);
 }
 
-.content {
-	flex: 1;
+.statusTitle {
+	margin-bottom: 16px;
+	color: var(--l1-foreground);
+	font-family: Inter;
+	font-size: 14px;
+	font-weight: 500;
+	line-height: 20px;
+}
+
+.checkbox {
+	margin-bottom: 8px;
+}
+
+.timeRangeSelectGroup {
 	display: flex;
 	flex-direction: column;
-	gap: 20px;
+	gap: 4px;
+	margin-bottom: 8px;
+}
+
+.timeRangeSelectLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 12px;
+	font-weight: 500;
+	line-height: 18px;
+}
+
+.timeRangeSelect {
+	width: 200px;
+}
+
+.urlGroup {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}
+
+.urlLabel {
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 12px;
+	font-weight: 500;
+	line-height: 18px;
+}
+
+.urlContainer {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	padding: 0 4px;
+	border-radius: 4px;
+	border: 1px solid var(--l1-border);
+	background: var(--l3-background);
+}
+
+.urlText {
+	flex: 1;
+	overflow: hidden;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	color: var(--l2-foreground);
+	font-family: Inter;
+	font-size: 13px;
+	line-height: 32px;
+}
+
+.callout {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	margin-top: 12px;
+	padding: 12px 8px;
+	border-radius: 3px;
+	background: color-mix(in srgb, var(--primary-background) 10%, transparent);
+}
+
+.calloutIcon {
+	flex-shrink: 0;
+	color: var(--text-robin-300);
+}
+
+.calloutText {
+	color: var(--text-robin-300);
+	font-family: Inter;
+	font-size: 11px;
+	font-weight: 400;
+	line-height: 16px;
+}
+
+.actions {
+	display: flex;
+	justify-content: flex-end;
+	gap: 8px;
+	margin-top: 32px;
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions.tsx

@@ -1,7 +1,7 @@
-import { Globe, RefreshCw, Trash } from '@signozhq/icons';
+import { Globe, Trash } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 
-import styles from './PublicDashboardActions.module.scss';
+import styles from './PublicDashboard.module.scss';
 
 interface PublicDashboardActionsProps {
 	isPublic: boolean;
@@ -25,7 +25,7 @@ function PublicDashboardActions({
 	onUnpublish,
 }: PublicDashboardActionsProps): JSX.Element {
 	return (
-		<div className={styles.footer}>
+		<div className={styles.actions}>
 			{isPublic ? (
 				<>
 					<Button
@@ -33,22 +33,22 @@ function PublicDashboardActions({
 						color="destructive"
 						disabled={disabled}
 						loading={isUnpublishing}
-						prefix={<Trash size={15} />}
+						prefix={<Trash size={14} />}
 						testId="public-dashboard-unpublish"
 						onClick={onUnpublish}
 					>
-						Unpublish Dashboard
+						Unpublish dashboard
 					</Button>
 					<Button
 						variant="solid"
 						color="primary"
 						disabled={disabled}
 						loading={isUpdating}
-						prefix={<RefreshCw size={15} />}
+						prefix={<Globe size={14} />}
 						testId="public-dashboard-update"
 						onClick={onUpdate}
 					>
-						Update Dashboard
+						Update published dashboard
 					</Button>
 				</>
 			) : (
@@ -57,11 +57,11 @@ function PublicDashboardActions({
 					color="primary"
 					disabled={disabled}
 					loading={isPublishing}
-					prefix={<Globe size={15} />}
+					prefix={<Globe size={14} />}
 					testId="public-dashboard-publish"
 					onClick={onPublish}
 				>
-					Publish Dashboard
+					Publish dashboard
 				</Button>
 			)}
 		</div>

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardActions/PublicDashboardActions.module.scss

@@ -1,12 +0,0 @@
-.footer {
-	position: sticky;
-	z-index: 1;
-	flex: none;
-	display: flex;
-	align-items: center;
-	justify-content: flex-end;
-	gap: 12px;
-	margin-top: 10px;
-	padding-top: 14px;
-	border-top: 1px solid var(--l2-border);
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardCallout.tsx

@@ -0,0 +1,17 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+function PublicDashboardCallout(): JSX.Element {
+	return (
+		<div className={styles.callout}>
+			<Info size={12} className={styles.calloutIcon} />
+			<Typography.Text className={styles.calloutText}>
+				Dashboard variables won&apos;t work in public dashboards
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default PublicDashboardCallout;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.module.scss

@@ -1,19 +0,0 @@
-.hint {
-	display: flex;
-	align-items: flex-start;
-	gap: 8px;
-	padding-top: 2px;
-	color: var(--l3-foreground);
-}
-
-.hintIcon {
-	flex: none;
-	margin-top: 1px;
-	color: var(--l3-foreground);
-}
-
-.hintText {
-	color: var(--l3-foreground);
-	font-size: 12px;
-	line-height: 1.5;
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardHint/PublicDashboardHint.tsx

@@ -1,17 +0,0 @@
-import { Info } from '@signozhq/icons';
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './PublicDashboardHint.module.scss';
-
-function PublicDashboardHint(): JSX.Element {
-	return (
-		<div className={styles.hint}>
-			<Info size={14} className={styles.hintIcon} />
-			<Typography.Text className={styles.hintText}>
-				Dashboard variables aren&apos;t supported on public links.
-			</Typography.Text>
-		</div>
-	);
-}
-
-export default PublicDashboardHint;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm.tsx

@@ -1,9 +1,9 @@
+import { Checkbox } from '@signozhq/ui/checkbox';
 import { SelectSimple } from '@signozhq/ui/select';
-import { Switch } from '@signozhq/ui/switch';
 import { Typography } from '@signozhq/ui/typography';
-import { RelativeDurationOptions } from 'container/TopNav/DateTimeSelectionV2/constants';
 
-import styles from './PublicDashboardSettingsForm.module.scss';
+import { TIME_RANGE_PRESETS_OPTIONS } from './constants';
+import styles from './PublicDashboard.module.scss';
 
 interface PublicDashboardSettingsFormProps {
 	timeRangeEnabled: boolean;
@@ -22,29 +22,28 @@ function PublicDashboardSettingsForm({
 }: PublicDashboardSettingsFormProps): JSX.Element {
 	return (
 		<>
-			<div className={styles.switchRow}>
-				<Switch
-					testId="public-dashboard-time-range-toggle"
-					value={timeRangeEnabled}
-					disabled={disabled}
-					onChange={onTimeRangeEnabledChange}
-				>
-					Enable time range
-				</Switch>
-			</div>
+			<Checkbox
+				id="public-dashboard-enable-time-range"
+				className={styles.checkbox}
+				testId="public-dashboard-time-range-toggle"
+				value={timeRangeEnabled}
+				disabled={disabled}
+				onChange={(checked): void => onTimeRangeEnabledChange(checked === true)}
+			>
+				Enable time range
+			</Checkbox>
 
-			<div className={styles.fieldGroup}>
-				<Typography.Text className={styles.fieldLabel}>
+			<div className={styles.timeRangeSelectGroup}>
+				<Typography.Text className={styles.timeRangeSelectLabel}>
 					Default time range
 				</Typography.Text>
 				<SelectSimple
 					className={styles.timeRangeSelect}
 					testId="public-dashboard-default-time-range"
 					placeholder="Select default time range"
-					items={RelativeDurationOptions}
+					items={TIME_RANGE_PRESETS_OPTIONS}
 					value={defaultTimeRange}
 					disabled={disabled}
-					withPortal={false}
 					onChange={(value): void => onDefaultTimeRangeChange(value as string)}
 				/>
 			</div>

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardSettingsForm/PublicDashboardSettingsForm.module.scss

@@ -1,34 +0,0 @@
-.switchRow {
-	display: flex;
-	align-items: center;
-}
-
-.fieldGroup {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-
-	// Render the (non-portaled) dropdown above the drawer.
-	[data-radix-popper-content-wrapper] {
-		z-index: 1100 !important;
-	}
-
-	// Radix sets --radix-select-trigger-width on the content element (the wrapper's
-	// child), so match it there to make the dropdown take the input's width.
-	// SelectSimple exposes no content className, hence the descendant selector.
-	[data-radix-popper-content-wrapper] > * {
-		width: var(--radix-select-trigger-width);
-		min-width: var(--radix-select-trigger-width);
-	}
-}
-
-.fieldLabel {
-	color: var(--l2-foreground);
-	font-size: 12px;
-	font-weight: 500;
-	line-height: 1;
-}
-
-.timeRangeSelect {
-	width: 100%;
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus.tsx

@@ -0,0 +1,21 @@
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+interface PublicDashboardStatusProps {
+	isPublic: boolean;
+}
+
+function PublicDashboardStatus({
+	isPublic,
+}: PublicDashboardStatusProps): JSX.Element {
+	return (
+		<Typography.Text className={styles.statusTitle}>
+			{isPublic
+				? 'This dashboard is publicly accessible. Anyone with the link can view it.'
+				: 'This dashboard is private. Publish it to make it accessible to anyone with the link.'}
+		</Typography.Text>
+	);
+}
+
+export default PublicDashboardStatus;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.module.scss

@@ -1,67 +0,0 @@
-.statusStrip {
-	display: flex;
-	align-items: center;
-	gap: 13px;
-	padding: 14px 16px;
-	border-radius: 8px;
-	border: 1px solid var(--l2-border);
-	background: var(--l1-background);
-}
-
-.statusStripLive {
-	border-color: var(--callout-primary-border);
-	background: var(--callout-primary-background);
-}
-
-.statusMedallion {
-	display: flex;
-	align-items: center;
-	justify-content: center;
-	flex: none;
-	width: 38px;
-	height: 38px;
-	border-radius: 6px;
-	border: 1px solid var(--l2-border);
-	background: var(--l3-background);
-	color: var(--l2-foreground);
-}
-
-.statusMedallionLive {
-	border-color: var(--callout-primary-border);
-	background: var(--callout-primary-background);
-	color: var(--callout-primary-icon);
-}
-
-.statusBody {
-	flex: 1;
-	min-width: 0;
-	display: flex;
-	flex-direction: column;
-}
-
-.statusTitle {
-	color: var(--l1-foreground);
-	font-size: 14px;
-	font-weight: 600;
-	line-height: 1.2;
-}
-
-.statusSubtitle {
-	margin-top: 2px;
-	color: var(--l3-foreground);
-	font-size: 13px;
-	line-height: 1.35;
-}
-
-.statusSubtitleLive {
-	color: var(--l2-foreground);
-}
-
-.statusBadgeDot {
-	display: inline-block;
-	width: 6px;
-	height: 6px;
-	border-radius: 50%;
-	margin-right: 6px;
-	background: currentColor;
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardStatus/PublicDashboardStatus.tsx

@@ -1,50 +0,0 @@
-import { Globe, LockKeyhole } from '@signozhq/icons';
-import { Badge } from '@signozhq/ui/badge';
-import { Typography } from '@signozhq/ui/typography';
-import cx from 'classnames';
-
-import styles from './PublicDashboardStatus.module.scss';
-
-interface PublicDashboardStatusProps {
-	isPublic: boolean;
-}
-
-function PublicDashboardStatus({
-	isPublic,
-}: PublicDashboardStatusProps): JSX.Element {
-	return (
-		<div
-			className={cx(styles.statusStrip, { [styles.statusStripLive]: isPublic })}
-		>
-			<span
-				className={cx(styles.statusMedallion, {
-					[styles.statusMedallionLive]: isPublic,
-				})}
-			>
-				{isPublic ? <Globe size={18} /> : <LockKeyhole size={18} />}
-			</span>
-
-			<div className={styles.statusBody}>
-				<Typography.Text className={styles.statusTitle}>
-					{isPublic ? 'This dashboard is live' : 'This dashboard is private'}
-				</Typography.Text>
-				<Typography.Text
-					className={cx(styles.statusSubtitle, {
-						[styles.statusSubtitleLive]: isPublic,
-					})}
-				>
-					{isPublic
-						? 'Anyone with the link can view it — no account needed.'
-						: 'Publish it to share a read-only view with anyone who has the link.'}
-				</Typography.Text>
-			</div>
-
-			<Badge variant="outline" color={isPublic ? 'robin' : 'secondary'}>
-				<span className={styles.statusBadgeDot} />
-				{isPublic ? 'Public' : 'Private'}
-			</Badge>
-		</div>
-	);
-}
-
-export default PublicDashboardStatus;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl.tsx

@@ -0,0 +1,49 @@
+import { Copy, ExternalLink } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PublicDashboard.module.scss';
+
+interface PublicDashboardUrlProps {
+	url: string;
+	onCopy: () => void;
+	onOpen: () => void;
+}
+
+function PublicDashboardUrl({
+	url,
+	onCopy,
+	onOpen,
+}: PublicDashboardUrlProps): JSX.Element {
+	return (
+		<div className={styles.urlGroup}>
+			<Typography.Text className={styles.urlLabel}>
+				Public dashboard URL
+			</Typography.Text>
+
+			<div className={styles.urlContainer}>
+				<Typography.Text className={styles.urlText}>{url}</Typography.Text>
+				<Button
+					variant="ghost"
+					size="icon"
+					aria-label="Copy public dashboard URL"
+					testId="public-dashboard-copy-url"
+					onClick={onCopy}
+				>
+					<Copy size={14} />
+				</Button>
+				<Button
+					variant="ghost"
+					size="icon"
+					aria-label="Open public dashboard in new tab"
+					testId="public-dashboard-open-url"
+					onClick={onOpen}
+				>
+					<ExternalLink size={14} />
+				</Button>
+			</div>
+		</div>
+	);
+}
+
+export default PublicDashboardUrl;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.module.scss

@@ -1,69 +0,0 @@
-.fieldGroup {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
-.fieldLabel {
-	color: var(--l2-foreground);
-	font-size: 12px;
-	font-weight: 500;
-	line-height: 1;
-}
-
-.linkPlaceholder {
-	display: flex;
-	align-items: center;
-	gap: 9px;
-	height: 40px;
-	padding: 0 12px;
-	border-radius: 6px;
-	border: 1px dashed var(--l2-border);
-	background: var(--l1-background);
-	color: var(--l3-foreground);
-}
-
-.linkPlaceholderIcon {
-	flex: none;
-	color: var(--l3-foreground);
-}
-
-.linkPlaceholderText {
-	color: var(--l3-foreground);
-	font-size: 13px;
-	line-height: 1;
-}
-
-.linkField {
-	display: flex;
-	align-items: center;
-	gap: 2px;
-	height: 40px;
-	padding: 0 5px 0 12px;
-	border-radius: 6px;
-	border: 1px solid var(--l2-border);
-	background: var(--l1-background);
-
-	&:hover {
-		border-color: var(--l3-border);
-	}
-}
-
-.linkUrl {
-	flex: 1;
-	min-width: 0;
-	overflow: hidden;
-	text-overflow: ellipsis;
-	white-space: nowrap;
-	color: var(--l2-foreground);
-	font-family: var(--font-mono, 'Geist Mono'), monospace;
-	font-size: 13px;
-	line-height: 1;
-}
-
-.linkDivider {
-	width: 1px;
-	height: 20px;
-	margin: 0 4px;
-	background: var(--l2-border);
-}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/PublicDashboardUrl/PublicDashboardUrl.tsx

@@ -1,59 +0,0 @@
-import { Copy, ExternalLink, Link2 } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Typography } from '@signozhq/ui/typography';
-
-import styles from './PublicDashboardUrl.module.scss';
-
-interface PublicDashboardUrlProps {
-	isPublic: boolean;
-	url: string;
-	onCopy: () => void;
-	onOpen: () => void;
-}
-
-function PublicDashboardUrl({
-	isPublic,
-	url,
-	onCopy,
-	onOpen,
-}: PublicDashboardUrlProps): JSX.Element {
-	return (
-		<div className={styles.fieldGroup}>
-			<Typography.Text className={styles.fieldLabel}>Public link</Typography.Text>
-
-			{isPublic ? (
-				<div className={styles.linkField}>
-					<Typography.Text className={styles.linkUrl}>{url}</Typography.Text>
-					<span className={styles.linkDivider} />
-					<Button
-						variant="ghost"
-						size="icon"
-						aria-label="Copy link"
-						testId="public-dashboard-copy-url"
-						onClick={onCopy}
-					>
-						<Copy size={15} />
-					</Button>
-					<Button
-						variant="ghost"
-						size="icon"
-						aria-label="Open link"
-						testId="public-dashboard-open-url"
-						onClick={onOpen}
-					>
-						<ExternalLink size={15} />
-					</Button>
-				</div>
-			) : (
-				<div className={styles.linkPlaceholder}>
-					<Link2 size={15} className={styles.linkPlaceholderIcon} />
-					<Typography.Text className={styles.linkPlaceholderText}>
-						Your shareable link will appear here once published
-					</Typography.Text>
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default PublicDashboardUrl;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/constants.ts

@@ -0,0 +1,14 @@
+export interface TimeRangePresetOption {
+	label: string;
+	value: string;
+}
+
+// Default time-range presets offered for the public dashboard viewer.
+export const TIME_RANGE_PRESETS_OPTIONS: TimeRangePresetOption[] = [
+	{ label: 'Last 5 minutes', value: '5m' },
+	{ label: 'Last 15 minutes', value: '15m' },
+	{ label: 'Last 30 minutes', value: '30m' },
+	{ label: 'Last 1 hour', value: '1h' },
+	{ label: 'Last 6 hours', value: '6h' },
+	{ label: 'Last 1 day', value: '24h' },
+];

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

@@ -1,10 +1,10 @@
 import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
 
-import PublicDashboardActions from './PublicDashboardActions/PublicDashboardActions';
-import PublicDashboardHint from './PublicDashboardHint/PublicDashboardHint';
-import PublicDashboardSettingsForm from './PublicDashboardSettingsForm/PublicDashboardSettingsForm';
-import PublicDashboardStatus from './PublicDashboardStatus/PublicDashboardStatus';
-import PublicDashboardUrl from './PublicDashboardUrl/PublicDashboardUrl';
+import PublicDashboardActions from './PublicDashboardActions';
+import PublicDashboardCallout from './PublicDashboardCallout';
+import PublicDashboardSettingsForm from './PublicDashboardSettingsForm';
+import PublicDashboardStatus from './PublicDashboardStatus';
+import PublicDashboardUrl from './PublicDashboardUrl';
 import { usePublicDashboard } from './usePublicDashboard';
 import styles from './PublicDashboard.module.scss';
 
@@ -37,27 +37,22 @@ function PublicDashboardSettings({
 	const controlsDisabled = isLoading || !isAdmin;
 
 	return (
-		<div className={styles.publishTab}>
-			<div className={styles.content}>
-				<PublicDashboardStatus isPublic={isPublic} />
+		<div className={styles.publicDashboardCard}>
+			<PublicDashboardStatus isPublic={isPublic} />
 
-				<PublicDashboardUrl
-					isPublic={isPublic}
-					url={publicUrl}
-					onCopy={onCopyUrl}
-					onOpen={onOpenUrl}
-				/>
+			<PublicDashboardSettingsForm
+				timeRangeEnabled={timeRangeEnabled}
+				defaultTimeRange={defaultTimeRange}
+				disabled={controlsDisabled}
+				onTimeRangeEnabledChange={setTimeRangeEnabled}
+				onDefaultTimeRangeChange={setDefaultTimeRange}
+			/>
 
-				<PublicDashboardSettingsForm
-					timeRangeEnabled={timeRangeEnabled}
-					defaultTimeRange={defaultTimeRange}
-					disabled={controlsDisabled}
-					onTimeRangeEnabledChange={setTimeRangeEnabled}
-					onDefaultTimeRangeChange={setDefaultTimeRange}
-				/>
-			</div>
+			{isPublic && (
+				<PublicDashboardUrl url={publicUrl} onCopy={onCopyUrl} onOpen={onOpenUrl} />
+			)}
 
-			<PublicDashboardHint />
+			<PublicDashboardCallout />
 
 			<PublicDashboardActions
 				isPublic={isPublic}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboard.ts

@@ -6,6 +6,7 @@ import {
 	invalidateGetPublicDashboard,
 	useCreatePublicDashboard,
 	useDeletePublicDashboard,
+	useGetPublicDashboard,
 	useUpdatePublicDashboard,
 } from 'api/generated/services/dashboard';
 import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constants';
@@ -16,8 +17,6 @@ import { USER_ROLES } from 'types/roles';
 import { getAbsoluteUrl } from 'utils/basePath';
 import { openInNewTab } from 'utils/navigation';
 
-import { usePublicDashboardMeta } from './usePublicDashboardMeta';
-
 export interface UsePublicDashboardReturn {
 	isPublic: boolean;
 	isAdmin: boolean;
@@ -55,16 +54,22 @@ export function usePublicDashboard(
 	const [defaultTimeRange, setDefaultTimeRange] =
 		useState<string>(DEFAULT_TIME_RANGE);
 
-	// Read the shared public-meta cache — the GET is owned globally (toolbar), so the
-	// drawer reuses it rather than issuing its own request.
 	const {
-		publicMeta,
-		isPublic,
+		data,
 		isLoading: isLoadingMeta,
 		isFetching,
 		error,
 		refetch,
-	} = usePublicDashboardMeta(dashboardId);
+	} = useGetPublicDashboard(
+		{ id: dashboardId },
+		{ query: { enabled: !!dashboardId, retry: false } },
+	);
+
+	// react-query retains the last successful `data` even after a refetch errors, so
+	// after unpublishing (the refetch 404s) `data` still holds the old publicPath.
+	// Gate on `!error` so the UI flips back to the private state.
+	const publicMeta = error ? undefined : data?.data;
+	const isPublic = !!publicMeta?.publicPath;
 
 	// Seed form state from the server config when published.
 	useEffect(() => {
@@ -98,7 +103,7 @@ export function usePublicDashboard(
 		(message: string): void => {
 			toast.success(message);
 			void invalidateGetPublicDashboard(queryClient, { id: dashboardId });
-			refetch();
+			void refetch();
 		},
 		[queryClient, dashboardId, refetch],
 	);

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/PublicDashboard/usePublicDashboardMeta.ts

@@ -1,65 +0,0 @@
-import { useMemo } from 'react';
-import { useGetPublicDashboard } from 'api/generated/services/dashboard';
-import type { DashboardtypesGettablePublicDasbhboardDTO } from 'api/generated/services/sigNoz.schemas';
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-
-export interface UsePublicDashboardMetaReturn {
-	publicMeta: DashboardtypesGettablePublicDasbhboardDTO | undefined;
-	isPublic: boolean;
-	isLoading: boolean;
-	isFetching: boolean;
-	error: unknown;
-	refetch: () => void;
-}
-
-// How long a fetched result stays fresh before a natural trigger may refresh it.
-const PUBLIC_META_STALE_TIME = 5 * 60 * 1000;
-
-/**
- * Single source of truth for a dashboard's public-sharing meta. Keyed by dashboard
- * id via the generated query, so the GET happens once globally (the toolbar mounts it
- * with the dashboard) and every other caller — the publish settings drawer — reads the
- * same cache instead of issuing its own request. A mutation that invalidates
- * getGetPublicDashboardQueryKey refreshes all consumers at once.
- *
- * Only fetched on cloud / enterprise tenants, where public dashboards are available.
- */
-export function usePublicDashboardMeta(
-	dashboardId: string,
-): UsePublicDashboardMetaReturn {
-	const { isCloudUser, isEnterpriseSelfHostedUser } = useGetTenantLicense();
-	const enabled = !!dashboardId && (isCloudUser || isEnterpriseSelfHostedUser);
-
-	const { data, isLoading, isFetching, error, refetch } = useGetPublicDashboard(
-		{ id: dashboardId },
-		{
-			query: {
-				enabled,
-				retry: false,
-				// refetchOnMount: false stops opening the drawer / switching to the Publish
-				// tab from refiring the GET — it reuses the toolbar's cached result. A finite
-				// staleTime still lets it refresh naturally once the data ages, and mutations
-				// invalidate the key to refresh the published state immediately.
-				staleTime: PUBLIC_META_STALE_TIME,
-				refetchOnMount: false,
-			},
-		},
-	);
-
-	// react-query retains the last successful `data` after a refetch errors (e.g. the
-	// 404 once a dashboard is unpublished), so gate on the error to reflect the
-	// private state.
-	const publicMeta = error ? undefined : data?.data;
-
-	return useMemo(
-		() => ({
-			publicMeta,
-			isPublic: !!publicMeta?.publicPath,
-			isLoading,
-			isFetching,
-			error,
-			refetch,
-		}),
-		[publicMeta, isLoading, isFetching, error, refetch],
-	);
-}

frontend/src/types/api/alerts/convert.ts

@@ -69,24 +69,19 @@ function stripUndefinedLabels(
 export function toPostableRuleDTO(
 	local: PostableAlertRuleV2,
 ): RuletypesPostableRuleDTO {
-	const payload: Record<keyof RuletypesPostableRuleDTO, any> = {
+	const payload = {
 		alert: local.alert,
 		alertType: toAlertTypeDTO(local.alertType),
 		ruleType: toRuleTypeDTO(local.ruleType),
 		condition: local.condition,
 		annotations: local.annotations,
 		labels: stripUndefinedLabels(local.labels),
-		evalWindow: (local as unknown as RuletypesPostableRuleDTO).evalWindow,
-		frequency: (local as unknown as RuletypesPostableRuleDTO).frequency,
-		preferredChannels: (local as unknown as RuletypesPostableRuleDTO)
-			.preferredChannels,
 		notificationSettings: local.notificationSettings,
 		evaluation: local.evaluation,
 		schemaVersion: local.schemaVersion,
 		source: local.source,
 		version: local.version,
 		disabled: local.disabled,
-		description: (local as unknown as RuletypesPostableRuleDTO).description,
 	};
 	return payload as unknown as RuletypesPostableRuleDTO;
 }
@@ -94,7 +89,7 @@ export function toPostableRuleDTO(
 export function toPostableRuleDTOFromAlertDef(
 	local: AlertDef,
 ): RuletypesPostableRuleDTO {
-	const payload: Record<keyof RuletypesPostableRuleDTO, any> = {
+	const payload = {
 		alert: local.alert,
 		alertType: toAlertTypeDTO(local.alertType),
 		ruleType: toRuleTypeDTO(local.ruleType),
@@ -104,16 +99,11 @@ export function toPostableRuleDTOFromAlertDef(
 		evalWindow: local.evalWindow,
 		frequency: local.frequency,
 		preferredChannels: local.preferredChannels,
-		notificationSettings: (local as unknown as RuletypesPostableRuleDTO)
-			.notificationSettings,
-		evaluation: (local as unknown as RuletypesPostableRuleDTO).evaluation,
-		schemaVersion: (local as unknown as RuletypesPostableRuleDTO).schemaVersion,
 		source: local.source,
 		version: local.version,
 		disabled: local.disabled,
-		description: (local as unknown as RuletypesPostableRuleDTO).description,
 	};
-	return payload;
+	return payload as unknown as RuletypesPostableRuleDTO;
 }
 
 export function fromRuleDTOToPostableRuleV2(

pkg/apiserver/signozapiserver/spanmapper.go

@@ -51,6 +51,26 @@ func (provider *provider) addSpanMapperRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/span_mapper_groups/preview", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.spanMapperHandler.PreviewMapping),
+		handler.OpenAPIDef{
+			ID:                  "PreviewSpanMapping",
+			Tags:                []string{"spanmapper"},
+			Summary:             "Preview span attribute mapping against a sample span",
+			Description:         "Previews how attribute mappings would transform a sample span.",
+			Request:             new(spantypes.SpanMappingPreviewRequest),
+			RequestContentType:  "application/json",
+			Response:            new(spantypes.SpanMappingPreviewResponse),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
+			Deprecated:          false,
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodPost).GetError(); err != nil {
+		return err
+	}
+
 	if err := router.Handle("/api/v1/span_mapper_groups/{groupId}", handler.New(
 		provider.authzMiddleware.AdminAccess(provider.spanMapperHandler.UpdateGroup),
 		handler.OpenAPIDef{

pkg/flagger/registry.go

@@ -3,16 +3,15 @@ package flagger
 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")
-	FeatureGetMetersFromZeus      = featuretypes.MustNewName("get_meters_from_zeus")
-	FeaturePutMetersInZeus        = featuretypes.MustNewName("put_meters_in_zeus")
-	FeatureUseMeterReporter       = featuretypes.MustNewName("use_meter_reporter")
-	FeatureUseJSONBody            = featuretypes.MustNewName("use_json_body")
-	FeatureUseFineGrainedAuthz    = featuretypes.MustNewName("use_fine_grained_authz")
-	FeatureUseDashboardV2         = featuretypes.MustNewName("use_dashboard_v2")
-	FeatureEnableMetricsReduction = featuretypes.MustNewName("enable_metrics_reduction")
+	FeatureUseSpanMetrics      = featuretypes.MustNewName("use_span_metrics")
+	FeatureKafkaSpanEval       = featuretypes.MustNewName("kafka_span_eval")
+	FeatureHideRootUser        = featuretypes.MustNewName("hide_root_user")
+	FeatureGetMetersFromZeus   = featuretypes.MustNewName("get_meters_from_zeus")
+	FeaturePutMetersInZeus     = featuretypes.MustNewName("put_meters_in_zeus")
+	FeatureUseMeterReporter    = featuretypes.MustNewName("use_meter_reporter")
+	FeatureUseJSONBody         = featuretypes.MustNewName("use_json_body")
+	FeatureUseFineGrainedAuthz = featuretypes.MustNewName("use_fine_grained_authz")
+	FeatureUseDashboardV2      = featuretypes.MustNewName("use_dashboard_v2")
 )
 
 func MustNewRegistry() featuretypes.Registry {
@@ -89,14 +88,6 @@ func MustNewRegistry() featuretypes.Registry {
 			DefaultVariant: featuretypes.MustNewName("disabled"),
 			Variants:       featuretypes.NewBooleanVariants(),
 		},
-		&featuretypes.Feature{
-			Name:           FeatureEnableMetricsReduction,
-			Kind:           featuretypes.KindBoolean,
-			Stage:          featuretypes.StageExperimental,
-			Description:    "Controls whether metrics cardinality reduction (buffer/reduced tables) is read by the querier",
-			DefaultVariant: featuretypes.MustNewName("disabled"),
-			Variants:       featuretypes.NewBooleanVariants(),
-		},
 	)
 	if err != nil {
 		panic(err)

pkg/modules/inframonitoring/implinframonitoring/helpers.go

@@ -341,12 +341,12 @@ func alignedMetricWindow(startMs, endMs int64) (
 	}
 
 	tsAdjustedStartMs, _, distributedTSTable, localTSTable := telemetrymetrics.WhichTSTableToUse(
-		samplesAdjustedStartMs, flooredEndMs, false, nil,
+		samplesAdjustedStartMs, flooredEndMs, nil,
 	)
 
 	distributedSamplesTable, localSamplesTable := telemetrymetrics.WhichSamplesTableToUse(
 		samplesAdjustedStartMs, flooredEndMs,
-		metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil,
+		metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, nil,
 	)
 
 	return samplesAdjustedStartMs, flooredEndMs, tsAdjustedStartMs, distributedTSTable, localTSTable, distributedSamplesTable, localSamplesTable

pkg/modules/inframonitoring/implinframonitoring/helpers_test.go

@@ -304,7 +304,7 @@ func TestCompositeKeyFromLabels(t *testing.T) {
 			name: "daemonset and namespace group-by",
 			labels: map[string]string{
 				"k8s.daemonset.name": "web-1",
-				"k8s.namespace.name": "ns-x",
+				"k8s.namespace.name":  "ns-x",
 			},
 			groupBy:  []qbtypes.GroupByKey{daemonSetNameGroupByKey, namespaceNameGroupByKey},
 			expected: "web-1\x00ns-x",
@@ -330,47 +330,6 @@ func TestCompositeKeyFromLabels(t *testing.T) {
 			groupBy:  []qbtypes.GroupByKey{deploymentNameGroupByKey, namespaceNameGroupByKey, clusterNameGroupByKey},
 			expected: "web-1\x00ns-x\x00",
 		},
-		{
-			// volumes default group identity: (pvc, namespace, cluster).
-			name: "pvc, namespace and cluster group-by",
-			labels: map[string]string{
-				"k8s.persistentvolumeclaim.name": "data-pg-0",
-				"k8s.namespace.name":             "ns-x",
-				"k8s.cluster.name":               "cluster-a",
-			},
-			groupBy:  []qbtypes.GroupByKey{pvcNameGroupByKey, namespaceNameGroupByKey, clusterNameGroupByKey},
-			expected: "data-pg-0\x00ns-x\x00cluster-a",
-		},
-		{
-			// absent cluster label on a PVC -> empty trailing segment.
-			name: "pvc missing cluster label yields empty trailing segment",
-			labels: map[string]string{
-				"k8s.persistentvolumeclaim.name": "data-pg-0",
-				"k8s.namespace.name":             "ns-x",
-			},
-			groupBy:  []qbtypes.GroupByKey{pvcNameGroupByKey, namespaceNameGroupByKey, clusterNameGroupByKey},
-			expected: "data-pg-0\x00ns-x\x00",
-		},
-		{
-			// namespaces default group identity: (namespace, cluster) — namespaces are
-			// cluster-scoped, so cluster is the only cross-cluster disambiguator.
-			name: "namespace and cluster group-by",
-			labels: map[string]string{
-				"k8s.namespace.name": "ns-x",
-				"k8s.cluster.name":   "cluster-a",
-			},
-			groupBy:  []qbtypes.GroupByKey{namespaceNameGroupByKey, clusterNameGroupByKey},
-			expected: "ns-x\x00cluster-a",
-		},
-		{
-			// absent cluster label on a namespace -> empty trailing segment.
-			name: "namespace missing cluster label yields empty trailing segment",
-			labels: map[string]string{
-				"k8s.namespace.name": "ns-x",
-			},
-			groupBy:  []qbtypes.GroupByKey{namespaceNameGroupByKey, clusterNameGroupByKey},
-			expected: "ns-x\x00",
-		},
 	}
 
 	for _, tt := range tests {

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -360,7 +360,7 @@ func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inf
 	}
 
 	if len(req.GroupBy) == 0 {
-		req.GroupBy = []qbtypes.GroupByKey{namespaceNameGroupByKey, clusterNameGroupByKey}
+		req.GroupBy = []qbtypes.GroupByKey{namespaceNameGroupByKey}
 		resp.Type = inframonitoringtypes.ResponseTypeList
 	} else {
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
@@ -535,7 +535,7 @@ func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *infram
 	}
 
 	if len(req.GroupBy) == 0 {
-		req.GroupBy = []qbtypes.GroupByKey{pvcNameGroupByKey, namespaceNameGroupByKey, clusterNameGroupByKey}
+		req.GroupBy = []qbtypes.GroupByKey{pvcNameGroupByKey}
 		resp.Type = inframonitoringtypes.ResponseTypeList
 	} else {
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList

pkg/modules/metricsexplorer/implmetricsexplorer/module.go

@@ -141,7 +141,7 @@ func (m *module) listMetrics(ctx context.Context, orgID valuer.UUID, params *met
 	sb.Select("DISTINCT metric_name")
 
 	if params.Start != nil && params.End != nil {
-		start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(*params.Start), uint64(*params.End), false, nil)
+		start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(*params.Start), uint64(*params.End), nil)
 		sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, distributedTsTable))
 		sb.Where(sb.Between("unix_milli", start, end))
 	} else {
@@ -527,7 +527,7 @@ func (m *module) InspectMetrics(
 		return nil, err
 	}
 
-	tsStart, _, tsTable, _ := telemetrymetrics.WhichTSTableToUse(start, end, false, nil)
+	tsStart, _, tsTable, _ := telemetrymetrics.WhichTSTableToUse(start, end, nil)
 	tsSb := sqlbuilder.NewSelectBuilder()
 	tsSb.Select("fingerprint", "labels")
 	tsSb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, tsTable))
@@ -971,8 +971,8 @@ func (m *module) fetchMetricsStatsWithSamples(
 		}
 	}
 
-	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
-	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
+	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), nil)
+	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, nil)
 	countExp := telemetrymetrics.CountExpressionForSamplesTable(distributedSamplesTable)
 
 	// Timeseries counts per metric
@@ -1100,7 +1100,7 @@ func (m *module) computeTimeseriesTreemap(ctx context.Context, req *metricsexplo
 		}
 	}
 
-	start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
+	start, end, distributedTsTable, _ := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), nil)
 
 	totalTSBuilder := sqlbuilder.NewSelectBuilder()
 	totalTSBuilder.Select("uniq(fingerprint) AS total_time_series")
@@ -1176,8 +1176,8 @@ func (m *module) computeSamplesTreemap(ctx context.Context, req *metricsexplorer
 		}
 	}
 
-	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), false, nil)
-	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, false, nil)
+	start, end, distributedTsTable, localTsTable := telemetrymetrics.WhichTSTableToUse(uint64(req.Start), uint64(req.End), nil)
+	distributedSamplesTable, _ := telemetrymetrics.WhichSamplesTableToUse(uint64(req.Start), uint64(req.End), metrictypes.UnspecifiedType, metrictypes.TimeAggregationUnspecified, nil)
 	countExp := telemetrymetrics.CountExpressionForSamplesTable(distributedSamplesTable)
 
 	candidateLimit := req.Limit + 50

pkg/modules/spanmapper/implspanmapper/handler.go

@@ -273,6 +273,35 @@ func (h *handler) DeleteMapper(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusNoContent, nil)
 }
 
+// PreviewMapping handles POST /api/v1/span_mapper_groups/preview.
+// used to get preview of attributes/resources after remapping.
+func (h *handler) PreviewMapping(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
+	defer cancel()
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	orgID := valuer.MustNewUUID(claims.OrgID)
+
+	req := new(spantypes.SpanMappingPreviewRequest)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	result, err := h.module.PreviewMapping(ctx, orgID, req)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, result)
+}
+
 // groupIDFromPath extracts and validates the {id} or {groupId} path variable.
 func groupIDFromPath(r *http.Request) (valuer.UUID, error) {
 	vars := mux.Vars(r)

pkg/modules/spanmapper/implspanmapper/module.go

@@ -4,6 +4,7 @@ import (
 	"context"
 	"encoding/json"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/modules/spanmapper"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
@@ -102,6 +103,97 @@ func (module *module) DeleteMapper(ctx context.Context, orgID, groupID, id value
 	return nil
 }
 
+// PreviewMapping resolves the mappings to preview (from the request body, a
+// saved group, or all enabled saved mappings) and returns the input span with
+// its "attributes" and "resource" maps transformed.
+func (module *module) PreviewMapping(ctx context.Context, orgID valuer.UUID, req *spantypes.SpanMappingPreviewRequest) (*spantypes.SpanMappingPreviewResponse, error) {
+	groups, err := module.resolvePreviewGroups(ctx, orgID, req)
+	if err != nil {
+		return nil, err
+	}
+
+	if len(req.Span) == 0 {
+		return nil, errors.New(errors.TypeInvalidInput, spantypes.ErrCodeMappingInvalidInput, "'span' must be provided")
+	}
+
+	outResource, outSpan := spantypes.SimulateMappingForAttributes(groups, spanAttrMap(req.Span["resource"]), spanAttrMap(req.Span["attributes"]))
+
+	result := make(map[string]any, len(req.Span))
+	for k, v := range req.Span {
+		result[k] = v
+	}
+	setAttrMap(result, "attributes", req.Span, outSpan)
+	setAttrMap(result, "resource", req.Span, outResource)
+
+	return &spantypes.SpanMappingPreviewResponse{Span: result}, nil
+}
+
+func spanAttrMap(v any) map[string]any {
+	if m, ok := v.(map[string]any); ok {
+		return m
+	}
+	return nil
+}
+
+func setAttrMap(dst map[string]any, key string, in map[string]any, transformed map[string]any) {
+	if _, present := in[key]; present || len(transformed) > 0 {
+		dst[key] = transformed
+	}
+}
+
+// resolvePreviewGroups picks the mappings to preview against: the groups in the
+// request body, else a specific saved group (GroupID), else all of the org's
+// enabled saved mappings.
+func (module *module) resolvePreviewGroups(ctx context.Context, orgID valuer.UUID, req *spantypes.SpanMappingPreviewRequest) ([]*spantypes.SpanMapperGroupWithMappers, error) {
+	hasGroups := len(req.Groups) > 0
+	hasGroupID := req.GroupID != nil && *req.GroupID != ""
+
+	if hasGroups && hasGroupID {
+		return nil, errors.New(errors.TypeInvalidInput, spantypes.ErrCodeMappingInvalidInput, "provide either 'groups' or 'groupId', not both")
+	}
+
+	if hasGroups {
+		groups := make([]*spantypes.SpanMapperGroupWithMappers, 0, len(req.Groups))
+		for _, spec := range req.Groups {
+			group := &spantypes.SpanMapperGroup{
+				OrgID:     orgID,
+				Name:      spec.Group.Name,
+				Condition: spec.Group.Condition,
+				Enabled:   spec.Group.Enabled,
+			}
+			mappers := make([]*spantypes.SpanMapper, 0, len(spec.Mappers))
+			for _, pm := range spec.Mappers {
+				mappers = append(mappers, &spantypes.SpanMapper{
+					Name:         pm.Name,
+					FieldContext: pm.FieldContext,
+					Config:       pm.Config,
+					Enabled:      pm.Enabled,
+				})
+			}
+			groups = append(groups, &spantypes.SpanMapperGroupWithMappers{Group: group, Mappers: mappers})
+		}
+		return groups, nil
+	}
+
+	if hasGroupID {
+		id, err := valuer.NewUUID(*req.GroupID)
+		if err != nil {
+			return nil, errors.Wrapf(err, errors.TypeInvalidInput, spantypes.ErrCodeMappingInvalidInput, "group id is not a valid uuid")
+		}
+		group, err := module.store.GetGroup(ctx, orgID, id)
+		if err != nil {
+			return nil, err
+		}
+		mappers, err := module.store.ListMappers(ctx, orgID, id)
+		if err != nil {
+			return nil, err
+		}
+		return []*spantypes.SpanMapperGroupWithMappers{{Group: group, Mappers: mappers}}, nil
+	}
+
+	return module.listEnabledGroupsWithMappers(ctx, orgID)
+}
+
 func (module *module) AgentFeatureType() agentConf.AgentFeatureType {
 	return spantypes.SpanAttrMappingFeatureType
 }

pkg/modules/spanmapper/spanmapper.go

@@ -27,6 +27,7 @@ type Module interface {
 	CreateMapper(ctx context.Context, orgID, groupID valuer.UUID, mapper *spantypes.SpanMapper) error
 	UpdateMapper(ctx context.Context, orgID, groupID, id valuer.UUID, fieldContext spantypes.FieldContext, config *spantypes.SpanMapperConfig, enabled *bool, updatedBy string) error
 	DeleteMapper(ctx context.Context, orgID, groupID, id valuer.UUID) error
+	PreviewMapping(ctx context.Context, orgID valuer.UUID, req *spantypes.SpanMappingPreviewRequest) (*spantypes.SpanMappingPreviewResponse, error)
 }
 
 // Handler defines the HTTP handler interface for mapping group and mapper endpoints.
@@ -42,4 +43,5 @@ type Handler interface {
 	CreateMapper(rw http.ResponseWriter, r *http.Request)
 	UpdateMapper(rw http.ResponseWriter, r *http.Request)
 	DeleteMapper(rw http.ResponseWriter, r *http.Request)
+	PreviewMapping(rw http.ResponseWriter, r *http.Request)
 }

pkg/querier/builder_query.go

@@ -91,22 +91,13 @@ func (q *builderQuery[T]) Fingerprint() string {
 				if a.ComparisonSpaceAggregationParam != nil {
 					spaceAggParamStr = a.ComparisonSpaceAggregationParam.StringValue()
 				}
-				part := fmt.Sprintf("%s:%s:%s:%s:%s",
+				aggParts = append(aggParts, fmt.Sprintf("%s:%s:%s:%s:%s",
 					a.MetricName,
 					a.Temporality.StringValue(),
 					a.TimeAggregation.StringValue(),
 					a.SpaceAggregation.StringValue(),
 					spaceAggParamStr,
-				)
-				if a.Reduced {
-					oneDay := uint64(24 * time.Hour.Milliseconds())
-					route := "reduced"
-					if q.toMS-q.fromMS < oneDay && q.fromMS >= uint64(time.Now().UnixMilli())-oneDay {
-						route = "buffer"
-					}
-					part += ":" + route
-				}
-				aggParts = append(aggParts, part)
+				))
 			}
 		}
 		parts = append(parts, fmt.Sprintf("aggs=[%s]", strings.Join(aggParts, ",")))

pkg/querier/querier.go

@@ -119,7 +119,11 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 	queries := make(map[string]qbtypes.Query)
 	steps := make(map[string]qbtypes.Step)
 
-	missingMetricQueries, metricWarnings, err := q.resolveMetricMetadata(ctx, orgID, req.CompositeQuery.Queries, req.Start, req.End)
+	// Resolve metric metadata once per request: patches each metric-aggregation
+	// query's spec in place, returns the queries whose every aggregation was
+	// missing (used for preseeded empty results), and any dormant-metric
+	// warning string. NotFound errors for never-seen metrics are propagated.
+	missingMetricQueries, dormantMetricsWarningMsg, err := q.resolveMetricMetadata(ctx, req.CompositeQuery.Queries, req.Start, req.End)
 	if err != nil {
 		return nil, err
 	}
@@ -236,15 +240,13 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 				}
 			}
 		}
-		if len(metricWarnings) > 0 {
+		if dormantMetricsWarningMsg != "" {
 			if qbResp.Warning == nil {
 				qbResp.Warning = &qbtypes.QueryWarnData{}
 			}
-			for _, w := range metricWarnings {
-				qbResp.Warning.Warnings = append(qbResp.Warning.Warnings, qbtypes.QueryWarnDataAdditional{
-					Message: w,
-				})
-			}
+			qbResp.Warning.Warnings = append(qbResp.Warning.Warnings, qbtypes.QueryWarnDataAdditional{
+				Message: dormantMetricsWarningMsg,
+			})
 		}
 	}
 	return qbResp, qbErr
@@ -300,11 +302,12 @@ func (q *querier) populateQBEvent(event *qbtypes.QBEvent, queries []qbtypes.Quer
 //   - missingMetricQueries: names of queries whose every aggregation was
 //     missing. Used downstream to preseed empty result placeholders so the
 //     response still has an entry per requested query name.
-//   - metricWarnings: human-readable warnings for metrics that could not be
-//     resolved: never-seen metrics and dormant metrics (seen but no data in
-//     the query window).
-//   - err: Internal when a metadata fetch fails.
-func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID, queries []qbtypes.QueryEnvelope, start, end uint64) (missingMetricQueries []string, metricWarnings []string, err error) {
+//   - dormantWarning: a human-readable warning describing metrics that exist in
+//     the store but produced no data within the query window. Empty when no
+//     such metrics are present.
+//   - err: NotFound when one or more referenced metrics have never been seen,
+//     or Internal when a metadata fetch fails.
+func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.QueryEnvelope, start, end uint64) (missingMetricQueries []string, dormantWarning string, err error) {
 	metricNames := make([]string, 0)
 	for idx := range queries {
 		if queries[idx].Type != qbtypes.QueryTypeBuilder {
@@ -322,13 +325,13 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 	}
 
 	if len(metricNames) == 0 {
-		return nil, nil, nil
+		return nil, "", nil
 	}
 
-	metricTemporality, metricTypes, reducedMetricsSet, err := q.metadataStore.FetchTemporalityAndTypeMulti(ctx, orgID, start, end, metricNames...)
+	metricTemporality, metricTypes, err := q.metadataStore.FetchTemporalityAndTypeMulti(ctx, start, end, metricNames...)
 	if err != nil {
 		q.logger.WarnContext(ctx, "failed to fetch metric temporality", errors.Attr(err), slog.Any("metrics", metricNames))
-		return nil, nil, errors.NewInternalf(errors.CodeInternal, "failed to fetch metrics temporality")
+		return nil, "", errors.NewInternalf(errors.CodeInternal, "failed to fetch metrics temporality")
 	}
 	q.logger.DebugContext(ctx, "fetched metric temporalities and types", slog.Any("metric_temporality", metricTemporality), slog.Any("metric_types", metricTypes))
 
@@ -360,10 +363,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 			}
 			// Type is resolved now; validate aggregation compatibility against it.
 			if err := spec.Aggregations[i].ValidateForType(); err != nil {
-				return nil, nil, err
-			}
-			if reducedMetricsSet[spec.Aggregations[i].MetricName] {
-				spec.Aggregations[i].Reduced = true
+				return nil, "", err
 			}
 			presentAggregations = append(presentAggregations, spec.Aggregations[i])
 		}
@@ -376,7 +376,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 	}
 
 	if len(missingMetrics) == 0 {
-		return missingMetricQueries, nil, nil
+		return missingMetricQueries, "", nil
 	}
 
 	isInternalMetric := func(n string) bool { return strings.HasPrefix(n, "signoz.") || strings.HasPrefix(n, "signoz_") }
@@ -387,33 +387,29 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 		}
 	}
 	if len(externalMissingMetrics) == 0 {
-		return missingMetricQueries, nil, nil
+		// this means all missing metrics are internal, and since internal metrics
+		// aren't user-controlled, skip errors/warnings for them since users can't act on them
+		return missingMetricQueries, "", nil
 	}
 
-	// Classify each missing metric: never-seen -> warning with empty result;
-	// seen-but-no-data-in-window -> dormant warning.
+	// Classify each missing metric: never-seen → NotFound error; seen-but-no-
+	// data-in-window → dormant warning.
 	lastSeenInfo, _ := q.metadataStore.FetchLastSeenInfoMulti(ctx, externalMissingMetrics...)
-	var nonExistentMetrics []string
-	var dormantMetrics []string
+	nonExistentMetrics := []string{}
 	for _, name := range externalMissingMetrics {
 		if ts, ok := lastSeenInfo[name]; ok && ts > 0 {
-			dormantMetrics = append(dormantMetrics, name)
 			continue
 		}
 		nonExistentMetrics = append(nonExistentMetrics, name)
 	}
-
-	var warnings []string
-
-	// Never-seen metrics: the query already gets a preseeded empty result
-	// via the aggregation-dropping path above; we just attach a warning.
 	if len(nonExistentMetrics) == 1 {
-		warnings = append(warnings, fmt.Sprintf("metric %s has never been received. Check the metric name and instrumentation", nonExistentMetrics[0]))
-	} else if len(nonExistentMetrics) > 1 {
-		warnings = append(warnings, fmt.Sprintf("the following metrics have never been received. Check the metric names and instrumentation: %s", strings.Join(nonExistentMetrics, ", ")))
+		return nil, "", errors.NewNotFoundf(errors.CodeNotFound, "could not find the metric %s", nonExistentMetrics[0])
+	}
+	if len(nonExistentMetrics) > 1 {
+		return nil, "", errors.NewNotFoundf(errors.CodeNotFound, "the following metrics were not found: %s", strings.Join(nonExistentMetrics, ", "))
 	}
 
-	// Dormant metrics: seen before but no data in the query window.
+	// All missing metrics are dormant — assemble the warning string.
 	lastSeenStr := func(name string) string {
 		if ts, ok := lastSeenInfo[name]; ok && ts > 0 {
 			ago := humanize.RelTime(time.UnixMilli(ts), time.Now(), "ago", "from now")
@@ -421,16 +417,16 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, orgID valuer.UUID,
 		}
 		return name
 	}
-	if len(dormantMetrics) == 1 {
-		warnings = append(warnings, fmt.Sprintf("no data found for the metric %s in the query time range", lastSeenStr(dormantMetrics[0])))
-	} else if len(dormantMetrics) > 1 {
-		parts := make([]string, len(dormantMetrics))
-		for i, m := range dormantMetrics {
+	if len(externalMissingMetrics) == 1 {
+		dormantWarning = fmt.Sprintf("no data found for the metric %s in the query time range", lastSeenStr(missingMetrics[0]))
+	} else {
+		parts := make([]string, len(externalMissingMetrics))
+		for i, m := range externalMissingMetrics {
 			parts[i] = lastSeenStr(m)
 		}
-		warnings = append(warnings, fmt.Sprintf("no data found for the following metrics in the query time range: %s", strings.Join(parts, ", ")))
+		dormantWarning = fmt.Sprintf("no data found for the following metrics in the query time range: %s", strings.Join(parts, ", "))
 	}
-	return missingMetricQueries, warnings, nil
+	return missingMetricQueries, dormantWarning, nil
 }
 
 func (q *querier) QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream) {

pkg/querier/querier_test.go

@@ -37,7 +37,7 @@ func (m *mockMetricStmtBuilder) Build(_ context.Context, _, _ uint64, _ qbtypes.
 
 func TestQueryRange_MetricTypeMissing(t *testing.T) {
 	// When a metric has UnspecifiedType and is not found in the metadata store,
-	// the querier should return an empty result with a warning instead of an error.
+	// the querier should return a not-found error, even if the request provides a temporality
 	providerSettings := instrumentationtest.New().ToProviderSettings()
 	metadataStore := telemetrytypestest.NewMockMetadataStore()
 
@@ -80,14 +80,9 @@ func TestQueryRange_MetricTypeMissing(t *testing.T) {
 		},
 	}
 
-	resp, err := q.QueryRange(context.Background(), valuer.GenerateUUID(), req)
-	require.NoError(t, err)
-	require.NotNil(t, resp)
-	require.NotNil(t, resp.Warning)
-
-	require.Len(t, resp.Warning.Warnings, 1)
-	assert.Contains(t, resp.Warning.Warnings[0].Message, "unknown_metric")
-	assert.Contains(t, resp.Warning.Warnings[0].Message, "has never been received")
+	_, err := q.QueryRange(context.Background(), valuer.GenerateUUID(), req)
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "could not find the metric unknown_metric")
 }
 
 func TestQueryRange_MetricTypeFromStore(t *testing.T) {

pkg/telemetrymetadata/metadata.go

@@ -2136,12 +2136,12 @@ func (t *telemetryMetaStore) GetAllValues(ctx context.Context, fieldValueSelecto
 	return values, complete, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if metricName == "" {
 		return metrictypes.Unknown, errors.Newf(errors.TypeInternal, errors.CodeInternal, "metric name cannot be empty")
 	}
 
-	temporalityMap, err := t.FetchTemporalityMulti(ctx, orgID, queryTimeRangeStartTs, queryTimeRangeEndTs, metricName)
+	temporalityMap, err := t.FetchTemporalityMulti(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricName)
 	if err != nil {
 		return metrictypes.Unknown, err
 	}
@@ -2154,27 +2154,25 @@ func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, orgID valuer.
 	return temporality, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
-	temporalities, _, _, err := t.FetchTemporalityAndTypeMulti(ctx, orgID, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
+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, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, map[string]bool, error) {
+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), make(map[string]metrictypes.Type), make(map[string]bool), nil
+		return make(map[string]metrictypes.Temporality), make(map[string]metrictypes.Type), nil
 	}
 
-	reductionEnabled := t.fl.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID))
-
 	temporalities := make(map[string]metrictypes.Temporality)
 	types := make(map[string]metrictypes.Type)
-	metricsTemporality, metricTypes, reduced, err := t.fetchMetricsTemporalityAndType(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, reductionEnabled, metricNames...)
+	metricsTemporality, metricTypes, err := t.fetchMetricsTemporalityAndType(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
 	if err != nil {
-		return nil, nil, nil, err
+		return nil, nil, err
 	}
 	meterMetricsTemporality, meterMetricsTypes, err := t.fetchMeterSourceMetricsTemporalityAndType(ctx, metricNames...)
 	if err != nil {
-		return nil, nil, nil, err
+		return nil, nil, err
 	}
 
 	// For metrics not found in the database, set to Unknown
@@ -2199,10 +2197,10 @@ func (t *telemetryMetaStore) FetchTemporalityAndTypeMulti(ctx context.Context, o
 		}
 	}
 
-	return temporalities, types, reduced, nil
+	return temporalities, types, nil
 }
 
-func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, reductionEnabled bool, metricNames ...string) (map[string][]metrictypes.Temporality, map[string]metrictypes.Type, map[string]bool, error) {
+func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, map[string]metrictypes.Type, error) {
 	ctx = ctxtypes.NewContextWithCommentVals(ctx, map[string]string{
 		instrumentationtypes.TelemetrySignal:  telemetrytypes.SignalMetrics.StringValue(),
 		instrumentationtypes.CodeNamespace:    "metadata",
@@ -2210,58 +2208,48 @@ func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context,
 	})
 	temporalities := make(map[string][]metrictypes.Temporality)
 	types := make(map[string]metrictypes.Type)
-	reduced := make(map[string]bool)
 
-	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, false, nil)
+	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, nil)
 
-	cols := []string{"metric_name", "temporality", "any(type) AS type", "any(is_monotonic) as is_monotonic"}
+	// Build query to fetch temporality for all metrics
+	// We use attr_string_value where attr_name = '__temporality__'
+	// Note: The columns are mixed in the current data - temporality column contains metric_name
+	// and metric_name column contains temporality value, so we use the correct mapping
+	sb := sqlbuilder.Select(
+		"metric_name",
+		"temporality",
+		"any(type) AS type",
+		"any(is_monotonic) as is_monotonic",
+	).
+		From(t.metricsDBName + "." + tsTableName)
 
-	// When reduction is enabled, fold the reduced-catalog presence check into the
-	// same query so a metric's reduced status comes back in one round trip.
-	var reducedArgs []any
-	if reductionEnabled {
-		rs := sqlbuilder.NewSelectBuilder()
-		rs.Select("metric_name")
-		rs.From(t.metricsDBName + "." + telemetrymetrics.TimeseriesV4ReducedTableName)
-		rs.Where(rs.In("metric_name", metricNames), rs.GTE("unix_milli", adjustedStartTs), rs.LT("unix_milli", adjustedEndTs))
-		rs.GroupBy("metric_name")
-		rsQuery, rsArgs := rs.BuildWithFlavor(sqlbuilder.ClickHouse)
-		cols = append(cols, fmt.Sprintf("metric_name GLOBAL IN (%s) AS reduced", rsQuery))
-		reducedArgs = rsArgs
-	}
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select(cols...)
-	sb.From(t.metricsDBName + "." + tsTableName)
+	// Filter by metric names (in the temporality column due to data mix-up)
 	sb.Where(
 		sb.In("metric_name", metricNames),
 		sb.GTE("unix_milli", adjustedStartTs),
 		sb.LT("unix_milli", adjustedEndTs),
 	)
+
 	sb.GroupBy("metric_name", "temporality")
 
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, reducedArgs...)
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 
 	t.logger.DebugContext(ctx, "fetching metric temporality", slog.String("query", query), slog.Any("args", args))
 
 	rows, err := t.telemetrystore.ClickhouseDB().Query(ctx, query, args...)
 	if err != nil {
-		return nil, nil, 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 string
 		var temporality metrictypes.Temporality
 		var metricType metrictypes.Type
 		var isMonotonic bool
-		var isReduced uint8
-		dest := []any{&metricName, &temporality, &metricType, &isMonotonic}
-		if reductionEnabled {
-			dest = append(dest, &isReduced)
-		}
-		if err := rows.Scan(dest...); err != nil {
-			return nil, nil, nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to scan temporality result")
+		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 {
 			temporalities[metricName] = append(temporalities[metricName], temporality)
@@ -2270,15 +2258,12 @@ func (t *telemetryMetaStore) fetchMetricsTemporalityAndType(ctx context.Context,
 			metricType = metrictypes.GaugeType
 		}
 		types[metricName] = metricType
-		if isReduced != 0 {
-			reduced[metricName] = true
-		}
 	}
 	if err := rows.Err(); err != nil {
-		return nil, nil, 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 temporalities, types, reduced, nil
+	return temporalities, types, nil
 }
 
 func (t *telemetryMetaStore) fetchMeterSourceMetricsTemporalityAndType(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, error) {

pkg/telemetrymetrics/reduced_test.go

@@ -1,157 +0,0 @@
-package telemetrymetrics
-
-import (
-	"context"
-	"testing"
-	"time"
-
-	"github.com/SigNoz/signoz/pkg/flagger"
-	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/types/metrictypes"
-	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
-	"github.com/stretchr/testify/require"
-)
-
-func reducedQuery(metric string, ty metrictypes.Type, temp metrictypes.Temporality, ta metrictypes.TimeAggregation, sa metrictypes.SpaceAggregation) qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation] {
-	return qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-		Signal:       telemetrytypes.SignalMetrics,
-		StepInterval: qbtypes.Step{Duration: 5 * time.Minute},
-		Aggregations: []qbtypes.MetricAggregation{{
-			MetricName:       metric,
-			Type:             ty,
-			Temporality:      temp,
-			TimeAggregation:  ta,
-			SpaceAggregation: sa,
-			Reduced:          true,
-		}},
-	}
-}
-
-func TestReducedStatementBuilder(t *testing.T) {
-	cases := []struct {
-		name     string
-		query    qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]
-		expected qbtypes.Statement
-	}{
-		{
-			name:  "gauge_sum_latest",
-			query: reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationLatest, metrictypes.SpaceAggregationSum),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, anyLast(last) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, argMax(value, unix_milli) AS per_series_value FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum_last`, computed_at) AS value FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "unspecified", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "gauge_avg_avg",
-			query: reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationAvg, metrictypes.SpaceAggregationAvg),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, sum(sum) / sum(count) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, avg(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, avg(value) AS per_series_value, avg(weight) AS per_series_weight FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum_last`, computed_at) AS value, argMax(`count_series`, computed_at) AS weight FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) / sum(per_series_weight) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "unspecified", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "gauge_min_min",
-			query: reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationMin, metrictypes.SpaceAggregationMin),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, min(min) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, min(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, min(value) AS per_series_value FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`min`, computed_at) AS value FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, min(per_series_value) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "unspecified", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "gauge_max_max",
-			query: reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationMax, metrictypes.SpaceAggregationMax),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, max(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(value) AS per_series_value FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`max`, computed_at) AS value FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, max(per_series_value) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "unspecified", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "counter_sum_rate",
-			query: reducedQuery("test.metric", metrictypes.SumType, metrictypes.Cumulative, metrictypes.TimeAggregationRate, metrictypes.SpaceAggregationSum),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT ts, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window)) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, sum(value) / 300 AS per_series_value FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum`, computed_at) AS value FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "cumulative", false, "test.metric", uint64(1746999600000), uint64(1747172760000), 0, "test.metric", uint64(1746999600000), uint64(1747172760000), "test.metric", uint64(1746999600000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "counter_avg_increase",
-			query: reducedQuery("test.metric", metrictypes.SumType, metrictypes.Cumulative, metrictypes.TimeAggregationIncrease, metrictypes.SpaceAggregationAvg),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT ts, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value, per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, avg(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, sum(value) AS per_series_value, avg(weight) AS per_series_weight FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum`, computed_at) AS value, argMax(`count_series`, computed_at) AS weight FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) / sum(per_series_weight) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "cumulative", false, "test.metric", uint64(1746999600000), uint64(1747172760000), 0, "test.metric", uint64(1746999600000), uint64(1747172760000), "test.metric", uint64(1746999600000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "counter_min_omitted",
-			query: reducedQuery("test.metric", metrictypes.SumType, metrictypes.Cumulative, metrictypes.TimeAggregationRate, metrictypes.SpaceAggregationMin),
-			expected: qbtypes.Statement{
-				Query: "WITH __temporal_aggregation_cte AS (SELECT ts, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window)) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, min(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "cumulative", false, "test.metric", uint64(1746999600000), uint64(1747172760000), 0},
-			},
-		},
-		{
-			name:  "counter_max_omitted",
-			query: reducedQuery("test.metric", metrictypes.SumType, metrictypes.Cumulative, metrictypes.TimeAggregationRate, metrictypes.SpaceAggregationMax),
-			expected: qbtypes.Statement{
-				Query: "WITH __temporal_aggregation_cte AS (SELECT ts, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window)) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, max(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "cumulative", false, "test.metric", uint64(1746999600000), uint64(1747172760000), 0},
-			},
-		},
-		{
-			name:  "histogram_p99",
-			query: reducedQuery("test.metric", metrictypes.HistogramType, metrictypes.Cumulative, metrictypes.TimeAggregationUnspecified, metrictypes.SpaceAggregationPercentile99),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT ts, `le`, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window)) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, `le`, max(max) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint, JSONExtractString(labels, 'le') AS `le` FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint, `le`) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts, `le` ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, `le`, sum(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts, `le`) SELECT ts, histogramQuantile(arrayMap(x -> toFloat64(x), groupArray(le)), groupArray(value), 0.990) AS value FROM __spatial_aggregation_cte GROUP BY ts ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, `le`, sum(value) / 300 AS per_series_value FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum`, computed_at) AS value FROM signoz_metrics.distributed_samples_v4_reduced_sum_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint, JSONExtractString(labels, 'le') AS `le` FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint, `le`) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts, `le`), __spatial_aggregation_cte AS (SELECT ts, `le`, sum(per_series_value) AS value FROM __temporal_aggregation_cte GROUP BY ts, `le`) SELECT ts, histogramQuantile(arrayMap(x -> toFloat64(x), groupArray(le)), groupArray(value), 0.990) AS value FROM __spatial_aggregation_cte GROUP BY ts ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "cumulative", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-		{
-			name:  "summary_avg",
-			query: reducedQuery("test.metric", metrictypes.SummaryType, metrictypes.Unspecified, metrictypes.TimeAggregationAvg, metrictypes.SpaceAggregationAvg),
-			expected: qbtypes.Statement{
-				Query: "SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, sum(sum) / sum(count) AS per_series_value FROM signoz_metrics.distributed_samples_v4_agg_5m AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.time_series_v4_1day WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts ORDER BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, avg(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) UNION ALL SELECT * FROM (WITH __temporal_aggregation_cte AS (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(300)) AS ts, avg(value) AS per_series_value, avg(weight) AS per_series_weight FROM (SELECT reduced_fingerprint AS fingerprint, unix_milli, argMax(`sum_last`, computed_at) AS value, argMax(`count_series`, computed_at) AS weight FROM signoz_metrics.distributed_samples_v4_reduced_last_60s WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY reduced_fingerprint, unix_milli) AS points INNER JOIN (SELECT fingerprint FROM signoz_metrics.distributed_time_series_v4_reduced WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND __normalized = ? GROUP BY fingerprint) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint GROUP BY fingerprint, ts), __spatial_aggregation_cte AS (SELECT ts, sum(per_series_value) / sum(per_series_weight) AS value FROM __temporal_aggregation_cte GROUP BY ts) SELECT * FROM __spatial_aggregation_cte ORDER BY ts) ORDER BY ts",
-				Args:  []any{"test.metric", uint64(1746921600000), uint64(1747172760000), "unspecified", false, "test.metric", uint64(1746999900000), uint64(1747172760000), 0, "test.metric", uint64(1746999900000), uint64(1747172760000), "test.metric", uint64(1746999900000), uint64(1747172760000), false},
-			},
-		},
-	}
-
-	fm := NewFieldMapper()
-	cb := NewConditionBuilder(fm)
-	fl, err := flagger.New(context.Background(), instrumentationtest.New().ToProviderSettings(), flagger.Config{}, flagger.MustNewRegistry())
-	require.NoError(t, err)
-	sb := NewMetricQueryStatementBuilder(instrumentationtest.New().ToProviderSettings(), telemetrytypestest.NewMockMetadataStore(), fm, cb, fl)
-
-	const start, end = uint64(1747000000000), uint64(1747172800000)
-
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			got, err := sb.Build(context.Background(), start, end, qbtypes.RequestTypeTimeSeries, c.query, nil)
-			require.NoError(t, err)
-			require.Equal(t, c.expected.Query, got.Query)
-			require.Equal(t, c.expected.Args, got.Args)
-		})
-	}
-
-	t.Run("buffer_recent_window", func(t *testing.T) {
-		now := time.Now().UnixMilli()
-		q := reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationLatest, metrictypes.SpaceAggregationSum)
-		got, err := sb.Build(context.Background(), uint64(now-2*time.Hour.Milliseconds()), uint64(now), qbtypes.RequestTypeTimeSeries, q, nil)
-		require.NoError(t, err)
-		require.Contains(t, got.Query, "signoz_metrics.distributed_samples_v4_buffer")
-		require.Contains(t, got.Query, "signoz_metrics.time_series_v4_buffer")
-		require.Contains(t, got.Query, "is_reduced")
-		require.NotContains(t, got.Query, "UNION ALL")
-	})
-
-	t.Run("not_reduced", func(t *testing.T) {
-		q := reducedQuery("test.metric", metrictypes.GaugeType, metrictypes.Unspecified, metrictypes.TimeAggregationLatest, metrictypes.SpaceAggregationSum)
-		q.Aggregations[0].Reduced = false
-		got, err := sb.Build(context.Background(), start, end, qbtypes.RequestTypeTimeSeries, q, nil)
-		require.NoError(t, err)
-		require.NotContains(t, got.Query, "UNION ALL")
-		require.NotContains(t, got.Query, "reduced")
-		require.NotContains(t, got.Query, "buffer")
-	})
-}

pkg/telemetrymetrics/statement_builder.go

@@ -4,7 +4,6 @@ import (
 	"context"
 	"fmt"
 	"log/slog"
-	"time"
 
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/flagger"
@@ -102,29 +101,9 @@ func (b *MetricQueryStatementBuilder) Build(
 		return nil, err
 	}
 
-	var pairFallbackWarnings []string
-	for _, sel := range keySelectors {
-		if _, ok := keys[sel.Name]; !ok {
-			keys[sel.Name] = []*telemetrytypes.TelemetryFieldKey{{
-				Name:          sel.Name,
-				FieldContext:  telemetrytypes.FieldContextAttribute,
-				FieldDataType: telemetrytypes.FieldDataTypeString,
-				Signal:        telemetrytypes.SignalMetrics,
-			}}
-			pairFallbackWarnings = append(pairFallbackWarnings,
-				fmt.Sprintf("key `%s` not found on metric %s", sel.Name, query.Aggregations[0].MetricName),
-			)
-		}
-	}
-
 	start, end = querybuilder.AdjustedMetricTimeRange(start, end, uint64(query.StepInterval.Seconds()), query)
 
-	stmt, err := b.buildPipelineStatement(ctx, start, end, query, keys, variables)
-	if err != nil {
-		return nil, err
-	}
-	stmt.Warnings = append(stmt.Warnings, pairFallbackWarnings...)
-	return stmt, nil
+	return b.buildPipelineStatement(ctx, start, end, query, keys, variables)
 }
 
 func (b *MetricQueryStatementBuilder) buildPipelineStatement(
@@ -181,30 +160,19 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		query.Aggregations[0].SpaceAggregation = metrictypes.SpaceAggregationSum
 	}
 
-	agg := query.Aggregations[0]
-
-	// A reduced metric reads the raw buffer for recent short windows, and
-	// samples_v4/agg (unioned with the reduced tables) otherwise. The buffer is
-	// shaped exactly like samples_v4 / time_series_v4, so once the table names are
-	// chosen the rest of the pipeline is unchanged.
-	useBuffer := agg.Reduced &&
-		end-start < oneDayInMilliseconds &&
-		start >= uint64(time.Now().UnixMilli())-oneDayInMilliseconds
-
-	samplesTable, _ := WhichSamplesTableToUse(start, end, agg.Type, agg.TimeAggregation, useBuffer, agg.TableHints)
-	tsStart, tsEnd, _, tsTable := WhichTSTableToUse(start, end, useBuffer, agg.TableHints)
-
 	var timeSeriesCTE string
 	var timeSeriesCTEArgs []any
 	var err error
 
-	if timeSeriesCTE, timeSeriesCTEArgs, err = b.buildTimeSeriesCTE(ctx, tsStart, tsEnd, query, keys, variables, tsTable); err != nil {
+	// time_series_cte
+	// this is applicable for all the queries
+	if timeSeriesCTE, timeSeriesCTEArgs, err = b.buildTimeSeriesCTE(ctx, start, end, query, keys, variables); err != nil {
 		return nil, err
 	}
 
 	if qbtypes.CanShortCircuitDelta(query.Aggregations[0]) {
 		// spatial_aggregation_cte directly for certain delta queries
-		if frag, args, err := b.buildTemporalAggDeltaFastPath(start, end, query, samplesTable, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
+		if frag, args, err := b.buildTemporalAggDeltaFastPath(start, end, query, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
 			return nil, err
 		} else if frag != "" {
 			cteFragments = append(cteFragments, frag)
@@ -212,7 +180,7 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}
 	} else {
 		// temporal_aggregation_cte
-		if frag, args, err := b.buildTemporalAggregationCTE(ctx, start, end, query, keys, samplesTable, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
+		if frag, args, err := b.buildTemporalAggregationCTE(ctx, start, end, query, keys, timeSeriesCTE, timeSeriesCTEArgs); err != nil {
 			return nil, err
 		} else if frag != "" {
 			cteFragments = append(cteFragments, frag)
@@ -226,188 +194,18 @@ func (b *MetricQueryStatementBuilder) buildPipelineStatement(
 		}
 	}
 
-	var reducedFragments []string
-	var reducedArgs [][]any
-	if agg.Reduced && !useBuffer {
-		var tsCTE string
-		var tsArgs []any
-		if tsCTE, tsArgs, err = b.buildReducedTimeSeriesCTE(ctx, start, end, query, keys, variables); err != nil {
-			return nil, err
-		}
-		if temporalFrag, temporalArgs, ok := b.buildReducedTemporalAggregationCTE(start, end, query, tsCTE, tsArgs); ok {
-			spatialFrag, spatialArgs := b.buildReducedSpatialAggregationCTE(query)
-			reducedFragments = []string{temporalFrag, spatialFrag}
-			reducedArgs = [][]any{temporalArgs, spatialArgs}
-		}
-	}
-
 	// reset the query to the original state
 	query.Aggregations[0].SpaceAggregation = origSpaceAgg
 	query.Aggregations[0].TimeAggregation = origTimeAgg
 	query.GroupBy = origGroupBy
 
-	mainStmt, err := b.BuildFinalSelect(cteFragments, cteArgs, query)
-	if err != nil {
-		return nil, err
-	}
-	if reducedFragments == nil {
-		return mainStmt, nil
-	}
-	reducedStmt, err := b.BuildFinalSelect(reducedFragments, reducedArgs, query)
-	if err != nil {
-		return nil, err
-	}
-	return unionStatements(mainStmt, reducedStmt, query)
-}
-
-func unionStatements(main, reduced *qbtypes.Statement, query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]) (*qbtypes.Statement, error) {
-	orderBy := "ts"
-	for _, g := range query.GroupBy {
-		orderBy = fmt.Sprintf("`%s`, ", g.Name) + orderBy
-	}
-	q := fmt.Sprintf("SELECT * FROM (%s) UNION ALL SELECT * FROM (%s) ORDER BY %s", main.Query, reduced.Query, orderBy)
-	args := append(append([]any{}, main.Args...), reduced.Args...)
-	warnings := append(append([]string{}, main.Warnings...), reduced.Warnings...)
-	return &qbtypes.Statement{Query: q, Args: args, Warnings: warnings}, nil
-}
-
-func (b *MetricQueryStatementBuilder) buildReducedTimeSeriesCTE(
-	ctx context.Context,
-	start, end uint64,
-	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	keys map[string][]*telemetrytypes.TelemetryFieldKey,
-	variables map[string]qbtypes.VariableItem,
-) (string, []any, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-
-	var preparedWhereClause querybuilder.PreparedWhereClause
-	var err error
-	if query.Filter != nil && query.Filter.Expression != "" {
-		preparedWhereClause, err = querybuilder.PrepareWhereClause(query.Filter.Expression, querybuilder.FilterExprVisitorOpts{
-			Context:          ctx,
-			Logger:           b.logger,
-			FieldMapper:      b.fm,
-			ConditionBuilder: b.cb,
-			FieldKeys:        keys,
-			FullTextColumn:   &telemetrytypes.TelemetryFieldKey{Name: "labels"},
-			Variables:        variables,
-			StartNs:          start,
-			EndNs:            end,
-		})
-		if err != nil {
-			return "", nil, err
-		}
-	}
-
-	sb.From(fmt.Sprintf("%s.%s", DBName, TimeseriesV4ReducedTableName))
-	sb.Select("fingerprint")
-	for _, g := range query.GroupBy {
-		col, err := b.fm.ColumnExpressionFor(ctx, start, end, &g.TelemetryFieldKey, keys)
-		if err != nil {
-			return "", nil, err
-		}
-		sb.SelectMore(col)
-	}
-	sb.Where(
-		sb.In("metric_name", query.Aggregations[0].MetricName),
-		sb.GTE("unix_milli", start),
-		sb.LTE("unix_milli", end),
-		sb.EQ("__normalized", false),
-	)
-
-	if !preparedWhereClause.IsEmpty() {
-		sb.AddWhereClause(preparedWhereClause.WhereClause)
-	}
-	sb.GroupBy("fingerprint")
-	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
-
-	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("(%s) AS filtered_time_series", q), args, nil
-}
-
-func (b *MetricQueryStatementBuilder) buildReducedTemporalAggregationCTE(
-	start, end uint64,
-	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	timeSeriesCTE string,
-	timeSeriesCTEArgs []any,
-) (string, []any, bool) {
-	agg := query.Aggregations[0]
-	stepSec := int64(query.StepInterval.Seconds())
-
-	value, weight, ok := ReducedValueColumn(agg.Type, agg.SpaceAggregation)
-	if !ok {
-		return "", nil, false
-	}
-
-	// dedup recomputed buckets: latest computed_at wins per (series, 60s bucket)
-	dedup := sqlbuilder.NewSelectBuilder()
-	dedup.Select("reduced_fingerprint AS fingerprint", "unix_milli")
-	dedup.SelectMore(fmt.Sprintf("argMax(%s, computed_at) AS value", value))
-	if weight != "" {
-		dedup.SelectMore(fmt.Sprintf("argMax(%s, computed_at) AS weight", weight))
-	}
-	dedup.From(fmt.Sprintf("%s.%s", DBName, WhichReducedSamplesTableToUse(agg.Type)))
-	dedup.Where(
-		dedup.In("metric_name", agg.MetricName),
-		dedup.GTE("unix_milli", start),
-		dedup.LT("unix_milli", end),
-	)
-	dedup.GroupBy("reduced_fingerprint", "unix_milli")
-	dedupQuery, dedupArgs := dedup.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("fingerprint")
-	sb.SelectMore(fmt.Sprintf("toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(%d)) AS ts", stepSec))
-	for _, g := range query.GroupBy {
-		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
-	}
-	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", ReducedTimeAggregationColumn(agg.TimeAggregation, stepSec)))
-	if weight != "" {
-		// count_series is a series count, not additive over time, so the avg
-		// denominator is reduced with avg
-		sb.SelectMore("avg(weight) AS per_series_weight")
-	}
-	sb.From(fmt.Sprintf("(%s) AS points", dedupQuery))
-	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
-	sb.GroupBy("fingerprint", "ts")
-	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
-
-	initArgs := append(append([]any{}, dedupArgs...), timeSeriesCTEArgs...)
-	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, initArgs...)
-	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", q), args, true
-}
-
-func (b *MetricQueryStatementBuilder) buildReducedSpatialAggregationCTE(
-	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-) (string, []any) {
-	spatial := "sum(per_series_value)"
-	switch query.Aggregations[0].SpaceAggregation {
-	case metrictypes.SpaceAggregationAvg:
-		spatial = "sum(per_series_value) / sum(per_series_weight)"
-	case metrictypes.SpaceAggregationMin:
-		spatial = "min(per_series_value)"
-	case metrictypes.SpaceAggregationMax:
-		spatial = "max(per_series_value)"
-	}
-
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("ts")
-	for _, g := range query.GroupBy {
-		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
-	}
-	sb.SelectMore(spatial + " AS value")
-	sb.From("__temporal_aggregation_cte")
-	sb.GroupBy("ts")
-	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
-
-	q, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-	return fmt.Sprintf("__spatial_aggregation_cte AS (%s)", q), args
+	// final SELECT
+	return b.BuildFinalSelect(cteFragments, cteArgs, query)
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	samplesTable string,
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
 ) (string, []any, error) {
@@ -424,7 +222,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 	}
 
 	aggCol, err := AggregationColumnForSamplesTable(
-		samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation,
+		start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality,
+		query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints,
 	)
 	if err != nil {
 		return "", nil, err
@@ -441,7 +240,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDeltaFastPath(
 
 	sb.SelectMore(fmt.Sprintf("%s AS value", aggCol))
 
-	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
+	tbl, _ := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
@@ -461,7 +261,6 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	keys map[string][]*telemetrytypes.TelemetryFieldKey,
 	variables map[string]qbtypes.VariableItem,
-	tsTable string,
 ) (string, []any, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 
@@ -485,7 +284,8 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 		}
 	}
 
-	sb.From(fmt.Sprintf("%s.%s", DBName, tsTable))
+	start, end, _, tbl := WhichTSTableToUse(start, end, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s", DBName, tbl))
 
 	sb.Select("fingerprint")
 	for _, g := range query.GroupBy {
@@ -511,12 +311,6 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 		sb.EQ("__normalized", false),
 	)
 
-	// the buffer holds both raw rows and the reduced catalog rows; the raw read
-	// only wants the original series
-	if tsTable == TimeseriesV4BufferLocalTableName {
-		sb.Where(sb.EQ("is_reduced", false))
-	}
-
 	if !preparedWhereClause.IsEmpty() {
 		sb.AddWhereClause(preparedWhereClause.WhereClause)
 	}
@@ -533,23 +327,21 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggregationCTE(
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
 	_ map[string][]*telemetrytypes.TelemetryFieldKey,
-	samplesTable string,
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
 ) (string, []any, error) {
 	if query.Aggregations[0].Temporality == metrictypes.Delta {
-		return b.buildTemporalAggDelta(ctx, start, end, query, samplesTable, timeSeriesCTE, timeSeriesCTEArgs)
+		return b.buildTemporalAggDelta(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 	} else if query.Aggregations[0].Temporality != metrictypes.Multiple {
-		return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, samplesTable, timeSeriesCTE, timeSeriesCTEArgs)
+		return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 	}
-	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, samplesTable, timeSeriesCTE, timeSeriesCTEArgs)
+	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	samplesTable string,
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
 ) (string, []any, error) {
@@ -566,7 +358,7 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggCol, err := AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
@@ -577,7 +369,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
 
 	sb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
+	tbl, _ := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),
@@ -596,7 +389,6 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	samplesTable string,
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
 ) (string, []any, error) {
@@ -612,13 +404,14 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 		baseSb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggCol, err := AggregationColumnForSamplesTable(samplesTable, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation)
+	aggCol, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, query.Aggregations[0].Temporality, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
 	baseSb.SelectMore(fmt.Sprintf("%s AS per_series_value", aggCol))
 
-	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
+	tbl, _ := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	baseSb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	baseSb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	baseSb.Where(
 		baseSb.In("metric_name", query.Aggregations[0].MetricName),
@@ -662,7 +455,6 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 	_ context.Context,
 	start, end uint64,
 	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
-	samplesTable string,
 	timeSeriesCTE string,
 	timeSeriesCTEArgs []any,
 ) (string, []any, error) {
@@ -677,11 +469,11 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(fmt.Sprintf("`%s`", g.Name))
 	}
 
-	aggForDeltaTemporality, err := AggregationColumnForSamplesTable(samplesTable, metrictypes.Delta, query.Aggregations[0].TimeAggregation)
+	aggForDeltaTemporality, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
-	aggForCumulativeTemporality, err := AggregationColumnForSamplesTable(samplesTable, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation)
+	aggForCumulativeTemporality, err := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
 	if err != nil {
 		return "", nil, err
 	}
@@ -709,7 +501,8 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
 		sb.SelectMore(expr)
 	}
 
-	sb.From(fmt.Sprintf("%s.%s AS points", DBName, samplesTable))
+	tbl, _ := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
 	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
 	sb.Where(
 		sb.In("metric_name", query.Aggregations[0].MetricName),

pkg/telemetrymetrics/stmt_builder_test.go

@@ -217,39 +217,6 @@ func TestStatementBuilder(t *testing.T) {
 			},
 			expectedErr: nil,
 		},
-		{
-			name:        "test_missing_key_falls_back_to_labels",
-			requestType: qbtypes.RequestTypeTimeSeries,
-			query: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
-				Signal:       telemetrytypes.SignalMetrics,
-				StepInterval: qbtypes.Step{Duration: 30 * time.Second},
-				Aggregations: []qbtypes.MetricAggregation{
-					{
-						MetricName:       "signoz_calls_total",
-						Type:             metrictypes.SumType,
-						Temporality:      metrictypes.Cumulative,
-						TimeAggregation:  metrictypes.TimeAggregationRate,
-						SpaceAggregation: metrictypes.SpaceAggregationSum,
-					},
-				},
-				Filter: &qbtypes.Filter{
-					Expression: "k8s.statefulset.name = 'my-statefulset'",
-				},
-				GroupBy: []qbtypes.GroupByKey{
-					{
-						TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-							Name: "k8s.statefulset.name",
-						},
-					},
-				},
-			},
-			expected: qbtypes.Statement{
-				Query: "WITH __temporal_aggregation_cte AS (SELECT ts, `k8s.statefulset.name`, multiIf(row_number() OVER rate_window = 1, nan, (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1) OVER rate_window) / (ts - lagInFrame(ts, 1) OVER rate_window)) AS per_series_value FROM (SELECT fingerprint, toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(30)) AS ts, `k8s.statefulset.name`, max(value) AS per_series_value FROM signoz_metrics.distributed_samples_v4 AS points INNER JOIN (SELECT fingerprint, JSONExtractString(labels, 'k8s.statefulset.name') AS `k8s.statefulset.name` FROM signoz_metrics.time_series_v4_6hrs WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli <= ? AND LOWER(temporality) LIKE LOWER(?) AND __normalized = ? AND JSONExtractString(labels, 'k8s.statefulset.name') = ? GROUP BY fingerprint, `k8s.statefulset.name`) AS filtered_time_series ON points.fingerprint = filtered_time_series.fingerprint WHERE metric_name IN (?) AND unix_milli >= ? AND unix_milli < ? GROUP BY fingerprint, ts, `k8s.statefulset.name` ORDER BY fingerprint, ts) WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint, ts)), __spatial_aggregation_cte AS (SELECT ts, `k8s.statefulset.name`, sum(per_series_value) AS value FROM __temporal_aggregation_cte WHERE isNaN(per_series_value) = ? GROUP BY ts, `k8s.statefulset.name`) SELECT * FROM __spatial_aggregation_cte ORDER BY `k8s.statefulset.name`, ts",
-				Args:     []any{"signoz_calls_total", uint64(1747936800000), uint64(1747983420000), "cumulative", false, "my-statefulset", "signoz_calls_total", uint64(1747947360000), uint64(1747983420000), 0},
-				Warnings: []string{"key `k8s.statefulset.name` not found on metric signoz_calls_total"},
-			},
-			expectedErr: nil,
-		},
 	}
 
 	fm := NewFieldMapper()

pkg/telemetrymetrics/tables.go

@@ -30,17 +30,6 @@ const (
 	TimeseriesV41weekLocalTableName  = "time_series_v4_1week"
 	AttributesMetadataTableName      = "distributed_metadata"
 	AttributesMetadataLocalTableName = "metadata"
-
-	// The buffer holds raw points for ~24h; the reduced tables hold 60s
-	// aggregates of dropped-label series.
-	SamplesV4BufferTableName          = "distributed_samples_v4_buffer"
-	SamplesV4BufferLocalTableName     = "samples_v4_buffer"
-	TimeseriesV4BufferTableName       = "distributed_time_series_v4_buffer"
-	TimeseriesV4BufferLocalTableName  = "time_series_v4_buffer"
-	SamplesV4ReducedLastTableName     = "distributed_samples_v4_reduced_last_60s"
-	SamplesV4ReducedSumTableName      = "distributed_samples_v4_reduced_sum_60s"
-	TimeseriesV4ReducedTableName      = "distributed_time_series_v4_reduced"
-	TimeseriesV4ReducedLocalTableName = "time_series_v4_reduced"
 )
 
 var (
@@ -60,16 +49,8 @@ var (
 // in that order.
 func WhichTSTableToUse(
 	start, end uint64,
-	useBuffer bool,
 	tableHints *metrictypes.MetricTableHints,
 ) (uint64, uint64, string, string) {
-	// the buffer holds the recent raw window for reduced metrics and has the same
-	// shape as time_series_v4; round the start to the hour like the v4 table.
-	if useBuffer {
-		start = start - (start % (oneHourInMilliseconds))
-		return start, end, TimeseriesV4BufferTableName, TimeseriesV4BufferLocalTableName
-	}
-
 	// if we have a hint for the table, we need to use it
 	// the hint will be used to override the default table selection logic
 	if tableHints != nil {
@@ -168,20 +149,14 @@ func WhichSamplesTableToUse(
 	start, end uint64,
 	metricType metrictypes.Type,
 	timeAggregation metrictypes.TimeAggregation,
-	useBuffer bool,
 	tableHints *metrictypes.MetricTableHints,
 ) (string, string) {
-	// the buffer holds the recent raw window for reduced metrics; same shape as samples_v4
-	if useBuffer {
-		return SamplesV4BufferTableName, SamplesV4BufferLocalTableName
-	}
-
 	// if we have a hint for the table, we need to use it
 	// the hint will be used to override the default table selection logic.
 	// SamplesTableName is the distributed name; derive the local via switch.
 	if tableHints != nil && tableHints.SamplesTableName != "" {
 		switch tableHints.SamplesTableName {
-		case SamplesV4TableName, SamplesV4BufferTableName:
+		case SamplesV4TableName:
 			return SamplesV4TableName, SamplesV4LocalTableName
 		case SamplesV4Agg5mTableName:
 			return SamplesV4Agg5mTableName, SamplesV4Agg5mLocalTableName
@@ -213,10 +188,13 @@ func WhichSamplesTableToUse(
 }
 
 func AggregationColumnForSamplesTable(
-	tableName string,
+	start, end uint64,
+	metricType metrictypes.Type,
 	temporality metrictypes.Temporality,
 	timeAggregation metrictypes.TimeAggregation,
+	tableHints *metrictypes.MetricTableHints,
 ) (string, error) {
+	tableName, _ := WhichSamplesTableToUse(start, end, metricType, timeAggregation, tableHints)
 	var aggregationColumn string
 	switch temporality {
 	case metrictypes.Delta:
@@ -224,7 +202,7 @@ func AggregationColumnForSamplesTable(
 		// although it doesn't make sense to use anyLast, avg, min, max, count on delta metrics,
 		// we are keeping it here to make sure that query will not be invalid
 		switch tableName {
-		case SamplesV4TableName, SamplesV4BufferTableName:
+		case SamplesV4TableName:
 			switch timeAggregation {
 			case metrictypes.TimeAggregationLatest:
 				aggregationColumn = "anyLast(value)"
@@ -266,7 +244,7 @@ func AggregationColumnForSamplesTable(
 		// for cumulative metrics, we only support `RATE`/`INCREASE`. The max value in window is
 		// used to calculate the sum which is then divided by the window size to get the rate
 		switch tableName {
-		case SamplesV4TableName, SamplesV4BufferTableName:
+		case SamplesV4TableName:
 			switch timeAggregation {
 			case metrictypes.TimeAggregationLatest:
 				aggregationColumn = "anyLast(value)"
@@ -306,7 +284,7 @@ func AggregationColumnForSamplesTable(
 		}
 	case metrictypes.Unspecified:
 		switch tableName {
-		case SamplesV4TableName, SamplesV4BufferTableName:
+		case SamplesV4TableName:
 			switch timeAggregation {
 			case metrictypes.TimeAggregationLatest:
 				aggregationColumn = "anyLast(value)"
@@ -354,65 +332,6 @@ func AggregationColumnForSamplesTable(
 	return aggregationColumn, nil
 }
 
-// WhichReducedSamplesTableToUse returns the 60s reduced samples table for a metric
-// type: the last_60s table for gauge-like series, the sum_60s table for counters
-// and histograms.
-func WhichReducedSamplesTableToUse(metricType metrictypes.Type) string {
-	if metricType == metrictypes.SumType || metricType == metrictypes.HistogramType {
-		return SamplesV4ReducedSumTableName
-	}
-	return SamplesV4ReducedLastTableName
-}
-
-// ReducedValueColumn returns the reduced value column (and the avg-denominator
-// weight) for a space aggregation. The reduced columns are pre-aggregated across
-// the original series, so the space aggregation picks the underlying value; the
-// sum table only has `sum`, so min/max across series have no column (ok=false).
-func ReducedValueColumn(metricType metrictypes.Type, space metrictypes.SpaceAggregation) (value, weight string, ok bool) {
-	if metricType == metrictypes.SumType || metricType == metrictypes.HistogramType {
-		switch space {
-		case metrictypes.SpaceAggregationSum:
-			return "`sum`", "", true
-		case metrictypes.SpaceAggregationAvg:
-			return "`sum`", "`count_series`", true
-		}
-		return "", "", false
-	}
-	switch space {
-	case metrictypes.SpaceAggregationSum:
-		return "`sum_last`", "", true
-	case metrictypes.SpaceAggregationAvg:
-		return "`sum_last`", "`count_series`", true
-	case metrictypes.SpaceAggregationMin:
-		return "`min`", "", true
-	case metrictypes.SpaceAggregationMax:
-		return "`max`", "", true
-	}
-	return "", "", false
-}
-
-// ReducedTimeAggregationColumn applies the time aggregation to the reduced `value`
-// column over the step's 60s buckets. latest uses argMax over the bucket timestamp
-// (the buckets have no read order); rate divides the per-step sum by the step.
-func ReducedTimeAggregationColumn(timeAggregation metrictypes.TimeAggregation, stepSec int64) string {
-	switch timeAggregation {
-	case metrictypes.TimeAggregationLatest:
-		return "argMax(value, unix_milli)"
-	case metrictypes.TimeAggregationAvg:
-		return "avg(value)"
-	case metrictypes.TimeAggregationMin:
-		return "min(value)"
-	case metrictypes.TimeAggregationMax:
-		return "max(value)"
-	case metrictypes.TimeAggregationCount:
-		return "count(value)"
-	case metrictypes.TimeAggregationRate:
-		return fmt.Sprintf("sum(value) / %d", stepSec)
-	default: // sum, increase
-		return "sum(value)"
-	}
-}
-
 func AggregationQueryForHistogramCountWithParams(param *metrictypes.ComparisonSpaceAggregationParam) (string, error) {
 	if param == nil {
 		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "no aggregation param provided for histogram count")

pkg/types/querybuildertypes/querybuildertypesv5/builder_elements.go

@@ -480,9 +480,7 @@ type MetricAggregation struct {
 	// value filter to apply to the query
 	ValueFilter *metrictypes.MetricValueFilter `json:"-"`
 	// reduce to operator for metric scalar requests
-	ReduceTo ReduceTo `json:"reduceTo,omitzero"`
-
-	Reduced bool `json:"-"`
+	ReduceTo ReduceTo `json:"reduceTo,omitempty"`
 }
 
 // Copy creates a deep copy of MetricAggregation.

pkg/types/spantypes/spanmappersimulator.go

@@ -0,0 +1,117 @@
+package spantypes
+
+import (
+	"strings"
+)
+
+// resourceSourcePrefix marks a source that reads from resource attributes:
+// buildAttributeRule prefixes those keys with "resource." (e.g. "resource.service.name").
+var resourceSourcePrefix = FieldContextResource.StringValue() + "."
+
+type SpanMappingPreviewGroup struct {
+	Group   PostableSpanMapperGroup `json:"group" required:"true"`
+	Mappers []PostableSpanMapper    `json:"mappers" required:"true" nullable:"true"`
+}
+
+type SpanMappingPreviewRequest struct {
+	Span    map[string]any            `json:"span" nullable:"true"`
+	Groups  []SpanMappingPreviewGroup `json:"groups" nullable:"true"`
+	GroupID *string                   `json:"groupId" nullable:"true"`
+}
+
+type SpanMappingPreviewResponse struct {
+	Span map[string]any `json:"span" nullable:"true"`
+}
+
+func SimulateMappingForAttributes(groups []*SpanMapperGroupWithMappers, resourceAttrs, spanAttrs map[string]any) (outResource, outSpan map[string]any) {
+	cfg := buildProcessorConfig(filterEnabledGroupsWithMappers(groups))
+
+	outResource = cloneAttrs(resourceAttrs)
+	outSpan = cloneAttrs(spanAttrs)
+
+	applyEnabledGroups(cfg, outSpan, outResource)
+	return outResource, outSpan
+}
+
+func filterEnabledGroupsWithMappers(groups []*SpanMapperGroupWithMappers) []*SpanMapperGroupWithMappers {
+	out := make([]*SpanMapperGroupWithMappers, 0, len(groups))
+	for _, gm := range groups {
+		if gm == nil || gm.Group == nil || !gm.Group.Enabled {
+			continue
+		}
+		enabled := make([]*SpanMapper, 0, len(gm.Mappers))
+		for _, m := range gm.Mappers {
+			if m != nil && m.Enabled {
+				enabled = append(enabled, m)
+			}
+		}
+		if len(enabled) > 0 {
+			out = append(out, &SpanMapperGroupWithMappers{Group: gm.Group, Mappers: enabled})
+		}
+	}
+	return out
+}
+
+func cloneAttrs(in map[string]any) map[string]any {
+	out := make(map[string]any, len(in))
+	for k, v := range in {
+		out[k] = v
+	}
+	return out
+}
+
+// The functions below are copied from signoz-otel-collector (processor/signozspanmappingprocessor, PR #796):
+// TODO(spanmapper-preview): delete them and call the real processor once that PR merges and the dependency is bumped.
+func applyEnabledGroups(cfg *spanMapperProcessorConfig, spanAttrs, resourceAttrs map[string]any) {
+	for i := range cfg.Groups {
+		g := &cfg.Groups[i]
+		if !spanMapperConditionMet(g.ExistsAny, spanAttrs, resourceAttrs) {
+			continue
+		}
+		for j := range g.Attributes {
+			applySpanMapperRule(&g.Attributes[j], spanAttrs, resourceAttrs)
+		}
+	}
+}
+
+func spanMapperConditionMet(cond spanMapperProcessorExistsAny, spanAttrs, resourceAttrs map[string]any) bool {
+	return anyKeyContains(spanAttrs, cond.Attributes) || anyKeyContains(resourceAttrs, cond.Resource)
+}
+
+func anyKeyContains(attrs map[string]any, patterns []string) bool {
+	for k := range attrs {
+		for _, p := range patterns {
+			if strings.Contains(k, p) {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+func applySpanMapperRule(rule *spanMapperProcessorAttribute, spanAttrs, resourceAttrs map[string]any) {
+	dst := spanAttrs
+	if rule.Context == FieldContextResource.StringValue() {
+		dst = resourceAttrs
+	}
+
+	for i := range rule.Sources {
+		src := &rule.Sources[i]
+		sourceKey, isResource := strings.CutPrefix(src.Key, resourceSourcePrefix)
+
+		from := spanAttrs
+		if isResource {
+			from = resourceAttrs
+		}
+		val, ok := from[sourceKey]
+		if !ok {
+			continue
+		}
+
+		dst[rule.Target] = val
+		if src.Action == SpanMapperOperationMove.StringValue() {
+			delete(from, sourceKey)
+		}
+		return
+	}
+}

pkg/types/spantypes/spanmappersimulator_test.go

@@ -0,0 +1,159 @@
+package spantypes
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func simGroup(name string, attrCond, resCond []string, mappers ...*SpanMapper) *SpanMapperGroupWithMappers {
+	return &SpanMapperGroupWithMappers{
+		Group: &SpanMapperGroup{
+			Name:      name,
+			Condition: SpanMapperGroupCondition{Attributes: attrCond, Resource: resCond},
+			Enabled:   true,
+		},
+		Mappers: mappers,
+	}
+}
+
+func simMapper(target string, ctx FieldContext, sources ...SpanMapperSource) *SpanMapper {
+	return &SpanMapper{
+		Name:         target,
+		FieldContext: ctx,
+		Config:       SpanMapperConfig{Sources: sources},
+		Enabled:      true,
+	}
+}
+
+func simAttrSrc(key string, op SpanMapperOperation, priority int) SpanMapperSource {
+	return SpanMapperSource{Key: key, Context: FieldContextSpanAttribute, Operation: op, Priority: priority}
+}
+
+func simResSrc(key string, op SpanMapperOperation, priority int) SpanMapperSource {
+	return SpanMapperSource{Key: key, Context: FieldContextResource, Operation: op, Priority: priority}
+}
+
+func TestSimulate_MatchInSpanAttrs(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("llm", []string{"model"}, nil,
+			simMapper("gen_ai.request.model", FieldContextSpanAttribute,
+				simAttrSrc("llm.model", SpanMapperOperationCopy, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"llm.model": "gpt-4", "gen_ai.llm.model": "gpt-40"})
+
+	assert.Equal(t, "gpt-4", outSpan["gen_ai.request.model"])
+}
+
+func TestSimulate_MatchInResourceAttrs(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("llm", nil, []string{"service.name"},
+			simMapper("gen_ai.request.model", FieldContextSpanAttribute,
+				simResSrc("service.name", SpanMapperOperationCopy, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, map[string]any{"service.name": "my-llm-service"}, nil)
+
+	assert.Equal(t, "my-llm-service", outSpan["gen_ai.request.model"])
+}
+
+func TestSimulate_NoMatchSkipsGroup(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("llm", []string{"model"}, nil,
+			simMapper("gen_ai.request.model", FieldContextSpanAttribute,
+				simAttrSrc("llm.model", SpanMapperOperationCopy, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"some.other.key": "value"})
+
+	_, ok := outSpan["gen_ai.request.model"]
+	assert.False(t, ok, "target must not be set when condition is not met")
+}
+
+func TestSimulate_SourceFirstMatchWins(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("tokens", []string{"llm"}, nil,
+			simMapper("gen_ai.request.tokens", FieldContextSpanAttribute,
+				simAttrSrc("gen_ai.request_tokens", SpanMapperOperationCopy, 2),
+				simAttrSrc("llm.tokens", SpanMapperOperationCopy, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"gen_ai.request_tokens": "100", "llm.tokens": "200"})
+
+	assert.Equal(t, "100", outSpan["gen_ai.request.tokens"])
+}
+
+func TestSimulate_SourceFallsBackToSecond(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("tokens", []string{"llm"}, nil,
+			simMapper("gen_ai.request.tokens", FieldContextSpanAttribute,
+				simAttrSrc("gen_ai.request_tokens", SpanMapperOperationCopy, 2),
+				simAttrSrc("llm.tokens", SpanMapperOperationCopy, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"llm.tokens": "200"})
+
+	assert.Equal(t, "200", outSpan["gen_ai.request.tokens"])
+}
+
+func TestSimulate_ActionMove(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("input", []string{"gen_ai"}, nil,
+			simMapper("gen_ai.request.input", FieldContextSpanAttribute,
+				simAttrSrc("gen_ai.input", SpanMapperOperationMove, 1)),
+		),
+	}
+	_, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"gen_ai.input": "hello"})
+
+	assert.Equal(t, "hello", outSpan["gen_ai.request.input"])
+	_, srcPresent := outSpan["gen_ai.input"]
+	assert.False(t, srcPresent, "source key must be deleted when action=move")
+}
+
+func TestSimulate_WriteToResourceContext(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("llm", []string{"llm"}, nil,
+			simMapper("gen_ai.request.model", FieldContextResource,
+				simAttrSrc("llm.model", SpanMapperOperationCopy, 1)),
+		),
+	}
+	outResource, outSpan := SimulateMappingForAttributes(groups, nil, map[string]any{"llm.model": "gpt-4"})
+
+	assert.Equal(t, "gpt-4", outResource["gen_ai.request.model"], "target must be written to resource attributes")
+	_, inSpan := outSpan["gen_ai.request.model"]
+	assert.False(t, inSpan)
+}
+
+func TestSimulate_DisabledGroupsAndMappersSkipped(t *testing.T) {
+	disabledGroup := simGroup("g1", []string{"llm"}, nil,
+		simMapper("gen_ai.request.model", FieldContextSpanAttribute,
+			simAttrSrc("llm.model", SpanMapperOperationCopy, 1)))
+	disabledGroup.Group.Enabled = false
+
+	_, outSpan := SimulateMappingForAttributes([]*SpanMapperGroupWithMappers{disabledGroup}, nil, map[string]any{"llm.model": "gpt-4"})
+
+	_, ok := outSpan["gen_ai.request.model"]
+	assert.False(t, ok, "disabled groups must not be evaluated")
+}
+
+func TestSimulate_NoMappingsReturnsInputUnchanged(t *testing.T) {
+	outResource, outSpan := SimulateMappingForAttributes(nil, map[string]any{"host.name": "h1"}, map[string]any{"model": "gpt-5"})
+
+	assert.Equal(t, map[string]any{"host.name": "h1"}, outResource, "resource attributes returned unchanged")
+	assert.Equal(t, map[string]any{"model": "gpt-5"}, outSpan, "span attributes returned unchanged")
+}
+
+func TestSimulate_DoesNotMutateInput(t *testing.T) {
+	input := map[string]any{"gen_ai.input": "hi"}
+	groups := []*SpanMapperGroupWithMappers{
+		simGroup("input", []string{"gen_ai"}, nil,
+			simMapper("gen_ai.request.input", FieldContextSpanAttribute,
+				simAttrSrc("gen_ai.input", SpanMapperOperationMove, 1))),
+	}
+	_, _ = SimulateMappingForAttributes(groups, nil, input)
+
+	// Original input map must be untouched (move would have deleted the key).
+	_, ok := input["gen_ai.input"]
+	assert.True(t, ok, "input map must not be mutated by the preview")
+}

pkg/types/telemetrytypes/store.go

@@ -4,7 +4,6 @@ import (
 	"context"
 
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 // MetadataStore is the interface for the telemetry metadata store.
@@ -27,12 +26,12 @@ type MetadataStore interface {
 	GetAllValues(ctx context.Context, fieldValueSelector *FieldValueSelector) (*TelemetryFieldValues, bool, error)
 
 	// FetchTemporality fetches the temporality for metric
-	FetchTemporality(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error)
+	FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error)
 
 	// FetchTemporalityMulti fetches the temporality for multiple metrics
-	FetchTemporalityMulti(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)
+	FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)
 
-	FetchTemporalityAndTypeMulti(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, map[string]bool, 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) ([]TelemetryFieldKeySkipIndex, error)

pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go

@@ -6,7 +6,6 @@ import (
 
 	"github.com/SigNoz/signoz/pkg/types/metrictypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
-	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 // MockMetadataStore implements the MetadataStore interface for testing purposes.
@@ -17,7 +16,6 @@ type MockMetadataStore struct {
 	AllValuesMap               map[string]*telemetrytypes.TelemetryFieldValues
 	TemporalityMap             map[string]metrictypes.Temporality
 	TypeMap                    map[string]metrictypes.Type
-	ReducedMap                 map[string]bool
 	PromotedPathsMap           map[string]bool
 	LogsJSONIndexes            []telemetrytypes.TelemetryFieldKeySkipIndex
 	ColumnEvolutionMetadataMap map[string][]*telemetrytypes.EvolutionEntry
@@ -308,7 +306,7 @@ func (m *MockMetadataStore) SetAllValues(lookupKey string, values *telemetrytype
 }
 
 // FetchTemporality fetches the temporality for a metric.
-func (m *MockMetadataStore) FetchTemporality(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if temporality, exists := m.TemporalityMap[metricName]; exists {
 		return temporality, nil
 	}
@@ -316,7 +314,7 @@ func (m *MockMetadataStore) FetchTemporality(ctx context.Context, orgID valuer.U
 }
 
 // FetchTemporalityMulti fetches the temporality for multiple metrics.
-func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	result := make(map[string]metrictypes.Temporality)
 
 	for _, metricName := range metricNames {
@@ -331,10 +329,9 @@ func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, orgID val
 }
 
 // FetchTemporalityMulti fetches the temporality for multiple metrics.
-func (m *MockMetadataStore) FetchTemporalityAndTypeMulti(ctx context.Context, orgID valuer.UUID, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, map[string]metrictypes.Type, map[string]bool, error) {
+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)
-	reduced := make(map[string]bool)
 
 	for _, metricName := range metricNames {
 		if temporality, exists := m.TemporalityMap[metricName]; exists {
@@ -347,12 +344,9 @@ func (m *MockMetadataStore) FetchTemporalityAndTypeMulti(ctx context.Context, or
 		} else {
 			types[metricName] = metrictypes.UnspecifiedType
 		}
-		if m.ReducedMap[metricName] {
-			reduced[metricName] = true
-		}
 	}
 
-	return temporalities, types, reduced, nil
+	return temporalities, types, nil
 }
 
 // SetTemporality sets the temporality for a metric in the mock store.

tests/integration/testdata/inframonitoring/namespaces_same_name_across_clusters.jsonl

@@ -1,27 +0,0 @@
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 0.3, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 0.3, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 0.3, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 100000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 100000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 100000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 2, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 2, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g1-p1-uid", "k8s.pod.name": "dup-ns-g1-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 2, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 0.5, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 0.5, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 0.5, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 300000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 300000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 300000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 4, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 4, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g2-p1-uid", "k8s.pod.name": "dup-ns-g2-p1", "k8s.namespace.name": "dup-ns", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 4, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 0.1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 0.1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.cpu.usage", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 0.1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 200000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 200000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.memory.working_set", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 200000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.pod.phase", "labels": {"k8s.pod.uid": "dup-ns-g3-p1-uid", "k8s.pod.name": "dup-ns-g3-p1", "k8s.namespace.name": "dup-ns"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 1, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}

tests/integration/testdata/inframonitoring/volumes_same_name_across_ns_and_clusters.jsonl

@@ -1,60 +0,0 @@
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 60.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 60.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 60.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 600.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 600.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 600.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 400.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 400.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g1-p1-uid", "k8s.pod.name": "dup-pvc-g1-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 400.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 100.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 5000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 5000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 5000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 1000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 4000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 4000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g2-p1-uid", "k8s.pod.name": "dup-pvc-g2-p1", "k8s.namespace.name": "ns-y", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-a"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 4000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 50.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 50.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 50.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 300.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 300.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 300.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 3000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 3000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 3000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 2500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 2500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g3-p1-uid", "k8s.pod.name": "dup-pvc-g3-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup", "k8s.cluster.name": "cluster-b"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 2500.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.available", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 200.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 200.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 200.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 0.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
-{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "dup-pvc", "k8s.pod.uid": "dup-pvc-g4-p1-uid", "k8s.pod.name": "dup-pvc-g4-p1", "k8s.namespace.name": "ns-x", "k8s.node.name": "node-x", "k8s.statefulset.name": "ss-dup"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 2000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}

tests/integration/tests/inframonitoring/04_namespaces.py

@@ -317,94 +317,23 @@ def test_namespaces_pod_phase_aggregation(
     }
 
 
-# Float record fields compared with tolerance; everything else compared with ==.
-_GROUPBY_FLOAT_FIELDS = {
-    "namespaceCPU",
-    "namespaceMemory",
-}
-
-
-def _phase(pending=0, running=0, succeeded=0, failed=0, unknown=0) -> dict:
-    return {"pending": pending, "running": running, "succeeded": succeeded, "failed": failed, "unknown": unknown}
-
-
 @pytest.mark.parametrize(
-    "scenario",
+    "group_key,expected_running",
     [
-        # Explicit groupBy=[k8s.namespace.name]: one record per namespace,
-        # namespaceName populated (namespaces.go:27-30), response grouped_list.
-        # Each namespace has 1 running pod.
+        # groupBy=[k8s.namespace.name]: one record per namespace, namespaceName
+        # populated (namespaces.go:27-30). Each namespace has 1 running pod.
         pytest.param(
-            {
-                "fixture": "namespaces_groupby.jsonl",
-                "group_by": "k8s.namespace.name",
-                "filter": None,
-                "group_meta_keys": ["k8s.namespace.name"],
-                "expected_type": "grouped_list",
-                "groups": {
-                    "gb-ns-1": {"namespaceName": "gb-ns-1", "podCountsByPhase": _phase(running=1)},
-                    "gb-ns-2": {"namespaceName": "gb-ns-2", "podCountsByPhase": _phase(running=1)},
-                    "gb-ns-3": {"namespaceName": "gb-ns-3", "podCountsByPhase": _phase(running=1)},
-                    "gb-ns-4": {"namespaceName": "gb-ns-4", "podCountsByPhase": _phase(running=1)},
-                },
-            },
+            "k8s.namespace.name",
+            {"gb-ns-1": 1, "gb-ns-2": 1, "gb-ns-3": 1, "gb-ns-4": 1},
             id="namespace_name",
         ),
-        # Explicit groupBy=[k8s.cluster.name]: aggregated across each cluster's 2
-        # namespaces, namespaceName empty, response grouped_list. 2 running each.
+        # groupBy=[k8s.cluster.name]: aggregated across each cluster's 2
+        # namespaces, namespaceName empty. Each cluster has 2 x 1 = 2 running pods.
         pytest.param(
-            {
-                "fixture": "namespaces_groupby.jsonl",
-                "group_by": "k8s.cluster.name",
-                "filter": None,
-                "group_meta_keys": ["k8s.cluster.name"],
-                "expected_type": "grouped_list",
-                "groups": {
-                    "gb-cluster-a": {"namespaceName": "", "podCountsByPhase": _phase(running=2)},
-                    "gb-cluster-b": {"namespaceName": "", "podCountsByPhase": _phase(running=2)},
-                },
-            },
+            "k8s.cluster.name",
+            {"gb-cluster-a": 2, "gb-cluster-b": 2},
             id="cluster",
         ),
-        # Default groupBy (no groupBy in request) => [k8s.namespace.name,
-        # k8s.cluster.name] (module.go ListNamespaces), response list. Namespaces
-        # are cluster-scoped, so a same-named namespace must NOT collapse across
-        # clusters; the empty-cluster group (k8s.cluster.name label absent on the
-        # source pods) must appear as its own row with real metrics, not be dropped.
-        # Single pod per group => SpaceAggregationSum == seeded value.
-        # Fails on the pre-cluster default (name only) — the three groups would
-        # collapse into one summed row.
-        pytest.param(
-            {
-                "fixture": "namespaces_same_name_across_clusters.jsonl",
-                "group_by": None,
-                "filter": "k8s.namespace.name = 'dup-ns'",
-                "group_meta_keys": ["k8s.namespace.name", "k8s.cluster.name"],
-                "expected_type": "list",
-                "groups": {
-                    ("dup-ns", "cluster-a"): {
-                        "namespaceName": "dup-ns",
-                        "namespaceCPU": 0.3,
-                        "namespaceMemory": 100000000.0,
-                        "podCountsByPhase": _phase(running=1),
-                    },
-                    ("dup-ns", "cluster-b"): {
-                        "namespaceName": "dup-ns",
-                        "namespaceCPU": 0.5,
-                        "namespaceMemory": 300000000.0,
-                        "podCountsByPhase": _phase(failed=1),
-                    },
-                    # empty-cluster group: k8s.cluster.name label absent on the source pods.
-                    ("dup-ns", ""): {
-                        "namespaceName": "dup-ns",
-                        "namespaceCPU": 0.1,
-                        "namespaceMemory": 200000000.0,
-                        "podCountsByPhase": _phase(pending=1),
-                    },
-                },
-            },
-            id="default_disambiguates_cluster",
-        ),
     ],
 )
 def test_namespaces_groupby(
@@ -412,64 +341,55 @@ def test_namespaces_groupby(
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
-    scenario: dict,
+    group_key: str,
+    expected_running: dict,
 ) -> None:
-    """groupBy determines row identity. Explicit groupBy returns one grouped_list
-    record per distinct group (namespaceName populated only when grouping by
-    k8s.namespace.name; namespaces.go:27-30). With no groupBy the default is
-    [k8s.namespace.name, k8s.cluster.name] (module.go ListNamespaces), so
-    same-named namespaces across clusters stay as separate, un-collapsed list rows
-    (incl. an absent-cluster group keyed by ""). meta always surfaces the grouping
-    key(s)."""
+    """groupBy returns one record per distinct group with aggregated pod-phase
+    counts. namespaceName is populated only when grouping by k8s.namespace.name
+    (namespaces.go:27-30 list-vs-grouped branch); meta surfaces the groupBy key."""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path(f"inframonitoring/{scenario['fixture']}"),
+            get_testdata_file_path("inframonitoring/namespaces_groupby.jsonl"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
-    body: dict = {
-        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-        "end": int(now.timestamp() * 1000),
-        "limit": 50,
-    }
-    if scenario["group_by"] is not None:
-        body["groupBy"] = [{"name": scenario["group_by"], "fieldDataType": "string", "fieldContext": "resource"}]
-    if scenario["filter"] is not None:
-        body["filter"] = {"expression": scenario["filter"]}
-
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json=body,
+        json={
+            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+            "end": int(now.timestamp() * 1000),
+            "limit": 50,
+            "groupBy": [
+                {
+                    "name": group_key,
+                    "fieldDataType": "string",
+                    "fieldContext": "resource",
+                }
+            ],
+        },
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    assert data["total"] == len(expected_running)
 
-    groups = scenario["groups"]
-    meta_keys = scenario["group_meta_keys"]
-    assert data["type"] == scenario["expected_type"]
-    assert data["total"] == len(groups)
+    group_of = lambda r: r["namespaceName"] if group_key == "k8s.namespace.name" else r["meta"][group_key]  # noqa: E731  # pylint: disable=unnecessary-lambda-assignment
+    by_group = {group_of(r): r for r in data["records"]}
+    assert set(by_group.keys()) == set(expected_running.keys())
 
-    def _gid(rec: dict):
-        vals = [rec["meta"][k] for k in meta_keys]
-        return vals[0] if len(vals) == 1 else tuple(vals)
-
-    by_group = {_gid(r): r for r in data["records"]}
-    assert set(by_group.keys()) == set(groups.keys())
-
-    for gid, exp in groups.items():
-        rec = by_group[gid]
-        for k in meta_keys:
-            assert k in rec["meta"], rec["meta"]
-        for field, val in exp.items():
-            if field in _GROUPBY_FLOAT_FIELDS:
-                assert compare_values(rec[field], val, 1e-6), f"{gid}.{field}: got {rec[field]}, expected {val}"
-            else:
-                assert rec[field] == val, f"{gid}.{field}: got {rec[field]}, expected {val}"
+    for group, running in expected_running.items():
+        rec = by_group[group]
+        # namespaceName populated per namespace when grouping by k8s.namespace.name,
+        # empty otherwise.
+        assert rec["namespaceName"] == (group if group_key == "k8s.namespace.name" else "")
+        assert rec["podCountsByPhase"]["running"] == running
+        for other in ("pending", "succeeded", "failed", "unknown"):
+            assert rec["podCountsByPhase"][other] == 0
+        assert group_key in rec["meta"], rec["meta"]
 
 
 def test_namespaces_pagination(

tests/integration/tests/inframonitoring/06_volumes.py

@@ -376,111 +376,23 @@ def test_volumes_non_pvc_volume_filtered(
     assert rec["persistentVolumeClaimName"] == "np-real-pvc"
 
 
-# Float record fields compared with tolerance; everything else compared with ==.
-_GROUPBY_FLOAT_FIELDS = {
-    "volumeAvailable",
-    "volumeCapacity",
-    "volumeUsage",
-    "volumeInodes",
-    "volumeInodesFree",
-    "volumeInodesUsed",
-}
-
-
 @pytest.mark.parametrize(
-    "scenario",
+    "group_key,expected_groups",
     [
-        # Explicit groupBy=[k8s.persistentvolumeclaim.name]: one record per PVC,
-        # persistentVolumeClaimName populated (volumes.go:26-29), response grouped_list.
+        # groupBy=[k8s.persistentvolumeclaim.name]: one record per PVC,
+        # persistentVolumeClaimName populated (volumes.go:26-29).
         pytest.param(
-            {
-                "fixture": "volumes_groupby.jsonl",
-                "group_by": "k8s.persistentvolumeclaim.name",
-                "filter": None,
-                "group_meta_keys": ["k8s.persistentvolumeclaim.name"],
-                "expected_type": "grouped_list",
-                "groups": {
-                    "gb-pvc-a1": {"persistentVolumeClaimName": "gb-pvc-a1"},
-                    "gb-pvc-a2": {"persistentVolumeClaimName": "gb-pvc-a2"},
-                    "gb-pvc-b1": {"persistentVolumeClaimName": "gb-pvc-b1"},
-                    "gb-pvc-b2": {"persistentVolumeClaimName": "gb-pvc-b2"},
-                },
-            },
+            "k8s.persistentvolumeclaim.name",
+            {"gb-pvc-a1", "gb-pvc-a2", "gb-pvc-b1", "gb-pvc-b2"},
             id="pvc_name",
         ),
-        # Explicit groupBy=[k8s.namespace.name]: aggregated per namespace,
-        # persistentVolumeClaimName cleared, response grouped_list.
+        # groupBy=[k8s.namespace.name]: aggregated per namespace,
+        # persistentVolumeClaimName cleared (custom-groupBy branch).
         pytest.param(
-            {
-                "fixture": "volumes_groupby.jsonl",
-                "group_by": "k8s.namespace.name",
-                "filter": None,
-                "group_meta_keys": ["k8s.namespace.name"],
-                "expected_type": "grouped_list",
-                "groups": {
-                    "gb-ns-a": {"persistentVolumeClaimName": ""},
-                    "gb-ns-b": {"persistentVolumeClaimName": ""},
-                },
-            },
+            "k8s.namespace.name",
+            {"gb-ns-a", "gb-ns-b"},
             id="namespace",
         ),
-        # Default groupBy (no groupBy in request) => [k8s.persistentvolumeclaim.name,
-        # k8s.namespace.name, k8s.cluster.name] (module.go ListVolumes), response list.
-        # Same PVC name must NOT collapse across namespaces OR clusters; the
-        # empty-cluster group (k8s.cluster.name label absent on the source series)
-        # must appear as its own row with real metrics, not be dropped.
-        # Single series per group => SpaceAggregationSum == seeded value.
-        # Fails on the pre-cluster default (name+ns) — the three ns-x groups would
-        # collapse into one summed row.
-        pytest.param(
-            {
-                "fixture": "volumes_same_name_across_ns_and_clusters.jsonl",
-                "group_by": None,
-                "filter": "k8s.persistentvolumeclaim.name = 'dup-pvc'",
-                "group_meta_keys": ["k8s.persistentvolumeclaim.name", "k8s.namespace.name", "k8s.cluster.name"],
-                "expected_type": "list",
-                "groups": {
-                    ("dup-pvc", "ns-x", "cluster-a"): {
-                        "persistentVolumeClaimName": "dup-pvc",
-                        "volumeCapacity": 100.0,
-                        "volumeAvailable": 60.0,
-                        "volumeUsage": 40.0,
-                        "volumeInodes": 1000.0,
-                        "volumeInodesFree": 600.0,
-                        "volumeInodesUsed": 400.0,
-                    },
-                    ("dup-pvc", "ns-y", "cluster-a"): {
-                        "persistentVolumeClaimName": "dup-pvc",
-                        "volumeCapacity": 500.0,
-                        "volumeAvailable": 100.0,
-                        "volumeUsage": 400.0,
-                        "volumeInodes": 5000.0,
-                        "volumeInodesFree": 1000.0,
-                        "volumeInodesUsed": 4000.0,
-                    },
-                    ("dup-pvc", "ns-x", "cluster-b"): {
-                        "persistentVolumeClaimName": "dup-pvc",
-                        "volumeCapacity": 300.0,
-                        "volumeAvailable": 50.0,
-                        "volumeUsage": 250.0,
-                        "volumeInodes": 3000.0,
-                        "volumeInodesFree": 500.0,
-                        "volumeInodesUsed": 2500.0,
-                    },
-                    # empty-cluster group: k8s.cluster.name label absent on the source series.
-                    ("dup-pvc", "ns-x", ""): {
-                        "persistentVolumeClaimName": "dup-pvc",
-                        "volumeCapacity": 200.0,
-                        "volumeAvailable": 0.0,
-                        "volumeUsage": 200.0,
-                        "volumeInodes": 2000.0,
-                        "volumeInodesFree": 0.0,
-                        "volumeInodesUsed": 2000.0,
-                    },
-                },
-            },
-            id="default_disambiguates_ns_and_cluster",
-        ),
     ],
 )
 def test_volumes_groupby(
@@ -488,64 +400,51 @@ def test_volumes_groupby(
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
-    scenario: dict,
+    group_key: str,
+    expected_groups: set,
 ) -> None:
-    """groupBy determines row identity. Explicit groupBy returns one grouped_list
-    record per distinct group (persistentVolumeClaimName populated only when
-    grouping by k8s.persistentvolumeclaim.name; volumes.go:26-29). With no groupBy
-    the default is [k8s.persistentvolumeclaim.name, k8s.namespace.name,
-    k8s.cluster.name] (module.go ListVolumes), so same-named PVCs across
-    namespaces/clusters stay as separate, un-collapsed list rows (incl. an
-    absent-cluster group keyed by ""). meta always surfaces the grouping key(s)."""
+    """groupBy returns one record per distinct group. persistentVolumeClaimName
+    is populated only when grouping by k8s.persistentvolumeclaim.name
+    (volumes.go:26-29 list-vs-grouped branch); meta surfaces the groupBy key."""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path(f"inframonitoring/{scenario['fixture']}"),
+            get_testdata_file_path("inframonitoring/volumes_groupby.jsonl"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
-    body: dict = {
-        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-        "end": int(now.timestamp() * 1000),
-        "limit": 50,
-    }
-    if scenario["group_by"] is not None:
-        body["groupBy"] = [{"name": scenario["group_by"], "fieldDataType": "string", "fieldContext": "resource"}]
-    if scenario["filter"] is not None:
-        body["filter"] = {"expression": scenario["filter"]}
-
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json=body,
+        json={
+            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+            "end": int(now.timestamp() * 1000),
+            "limit": 50,
+            "groupBy": [
+                {
+                    "name": group_key,
+                    "fieldDataType": "string",
+                    "fieldContext": "resource",
+                }
+            ],
+        },
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    assert data["total"] == len(expected_groups)
 
-    groups = scenario["groups"]
-    meta_keys = scenario["group_meta_keys"]
-    assert data["type"] == scenario["expected_type"]
-    assert data["total"] == len(groups)
+    is_pvc_group = group_key == "k8s.persistentvolumeclaim.name"
+    group_of = lambda r: r["persistentVolumeClaimName"] if is_pvc_group else r["meta"][group_key]  # noqa: E731  # pylint: disable=unnecessary-lambda-assignment
+    by_group = {group_of(r): r for r in data["records"]}
+    assert set(by_group.keys()) == expected_groups
 
-    def _gid(rec: dict):
-        vals = [rec["meta"][k] for k in meta_keys]
-        return vals[0] if len(vals) == 1 else tuple(vals)
-
-    by_group = {_gid(r): r for r in data["records"]}
-    assert set(by_group.keys()) == set(groups.keys())
-
-    for gid, exp in groups.items():
-        rec = by_group[gid]
-        for k in meta_keys:
-            assert k in rec["meta"], rec["meta"]
-        for field, val in exp.items():
-            if field in _GROUPBY_FLOAT_FIELDS:
-                assert compare_values(rec[field], val, 1e-6), f"{gid}.{field}: got {rec[field]}, expected {val}"
-            else:
-                assert rec[field] == val, f"{gid}.{field}: got {rec[field]}, expected {val}"
+    for group, rec in by_group.items():
+        # persistentVolumeClaimName populated per PVC when grouping by it, empty otherwise.
+        assert rec["persistentVolumeClaimName"] == (group if is_pvc_group else "")
+        assert group_key in rec["meta"], rec["meta"]
 
 
 def test_volumes_pagination(

tests/integration/tests/querier/03_metrics.py

@@ -614,7 +614,7 @@ def test_histogram_p90_returns_warning_outside_data_window(
     assert warnings[0]["message"].startswith(f"no data found for the metric {metric_name}")
 
 
-def test_non_existent_metrics_returns_warning(
+def test_non_existent_metrics_returns_404(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token: Callable[[str, str], str],
@@ -635,11 +635,9 @@ def test_non_existent_metrics_returns_warning(
 
     start_2h = int((now - timedelta(hours=2)).timestamp() * 1000)
     response = make_query_request(signoz, token, start_2h, end_ms, [query])
-    assert response.status_code == HTTPStatus.OK
+    assert response.status_code == HTTPStatus.NOT_FOUND
 
-    data = response.json()
-    warnings = get_all_warnings(data)
-    assert any("whatevergoennnsgoeshere" in w["message"] and "has never been received" in w["message"] for w in warnings), f"expected never-seen metric warning, got: {warnings}"
+    assert get_error_message(response.json()) == "could not find the metric whatevergoennnsgoeshere"
 
 
 def test_non_existent_internal_metrics_returns_no_warning(