feat: add endpoint for fetching unpriced models

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

@@ -4889,6 +4889,19 @@ components:
       - offset
       - limit
       type: object
+    LlmpricingruletypesGettableUnmappedModels:
+      properties:
+        items:
+          items:
+            $ref: '#/components/schemas/LlmpricingruletypesUnmappedModel'
+          nullable: true
+          type: array
+        total:
+          type: integer
+      required:
+      - items
+      - total
+      type: object
     LlmpricingruletypesLLMPricingCacheCosts:
       properties:
         mode:
@@ -4978,6 +4991,19 @@ components:
         type: string
       nullable: true
       type: array
+    LlmpricingruletypesUnmappedModel:
+      properties:
+        modelName:
+          type: string
+        provider:
+          type: string
+        spanCount:
+          minimum: 0
+          type: integer
+      required:
+      - modelName
+      - spanCount
+      type: object
     LlmpricingruletypesUpdatableLLMPricingRule:
       properties:
         enabled:
@@ -10451,6 +10477,60 @@ paths:
       summary: Get a pricing rule
       tags:
       - llmpricingrules
+  /api/v1/llm_pricing_rules/unmapped_models:
+    get:
+      deprecated: false
+      description: Returns models seen in the last hour of trace data (gen_ai.request.model)
+        that no pricing rule pattern matches, so the user can add them to an existing
+        rule or create a new one.
+      operationId: ListUnmappedLLMModels
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/LlmpricingruletypesGettableUnmappedModels'
+                  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
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: List unmapped models
+      tags:
+      - llmpricingrules
   /api/v1/logs/promote_paths:
     get:
       deprecated: false

frontend/package.json

@@ -43,7 +43,7 @@
     "@dnd-kit/modifiers": "7.0.0",
     "@dnd-kit/sortable": "8.0.0",
     "@dnd-kit/utilities": "3.2.2",
-    "@grafana/data": "^11.6.15",
+    "@grafana/data": "^11.6.14",
     "@monaco-editor/react": "^4.7.0",
     "@sentry/react": "10.57.0",
     "@sentry/vite-plugin": "5.3.0",
@@ -79,7 +79,7 @@
     "event-source-polyfill": "1.0.31",
     "eventemitter3": "5.0.1",
     "history": "4.10.1",
-    "http-proxy-middleware": "4.1.1",
+    "http-proxy-middleware": "4.0.0",
     "http-status-codes": "2.3.0",
     "i18next": "^21.6.12",
     "i18next-browser-languagedetector": "^6.1.3",
@@ -231,17 +231,16 @@
     "xml2js": "0.5.0",
     "phin": "^3.7.1",
     "body-parser": "1.20.3",
-    "http-proxy-middleware": "4.1.1",
+    "http-proxy-middleware": "4.0.0",
     "cross-spawn": "7.0.5",
     "cookie": "^0.7.1",
     "serialize-javascript": "6.0.2",
     "prismjs": "1.30.0",
     "got": "11.8.5",
-    "form-data": "4.0.6",
+    "form-data": "4.0.4",
     "brace-expansion": "^2.0.2",
     "on-headers": "^1.1.0",
-    "js-cookie": "^3.0.7",
-    "tmp": "0.2.7",
+    "tmp": "0.2.4",
     "vite": "npm:rolldown-vite@7.3.1"
   }
 }

frontend/pnpm-lock.yaml

@@ -12,17 +12,16 @@ overrides:
   xml2js: 0.5.0
   phin: ^3.7.1
   body-parser: 1.20.3
-  http-proxy-middleware: 4.1.1
+  http-proxy-middleware: 4.0.0
   cross-spawn: 7.0.5
   cookie: ^0.7.1
   serialize-javascript: 6.0.2
   prismjs: 1.30.0
   got: 11.8.5
-  form-data: 4.0.6
+  form-data: 4.0.4
   brace-expansion: ^2.0.2
   on-headers: ^1.1.0
-  js-cookie: ^3.0.7
-  tmp: 0.2.7
+  tmp: 0.2.4
   vite: npm:rolldown-vite@7.3.1
 
 importers:
@@ -57,8 +56,8 @@ importers:
         specifier: 3.2.2
         version: 3.2.2(react@18.2.0)
       '@grafana/data':
-        specifier: ^11.6.15
-        version: 11.6.15(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
+        specifier: ^11.6.14
+        version: 11.6.14(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
       '@monaco-editor/react':
         specifier: ^4.7.0
         version: 4.7.0(monaco-editor@0.55.1)(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
@@ -165,8 +164,8 @@ importers:
         specifier: 4.10.1
         version: 4.10.1
       http-proxy-middleware:
-        specifier: 4.1.1
-        version: 4.1.1
+        specifier: 4.0.0
+        version: 4.0.0
       http-status-codes:
         specifier: 2.3.0
         version: 2.3.0
@@ -1637,14 +1636,14 @@ packages:
   '@gerrit0/mini-shiki@3.23.0':
     resolution: {integrity: sha512-bEMORlG0cqdjVyCEuU0cDQbORWX+kYCeo0kV1lbxF5bt4r7SID2l9bqsxJEM0zndaxpOUT7riCyIVEuqq/Ynxg==}
 
-  '@grafana/data@11.6.15':
-    resolution: {integrity: sha512-q2Zbjr0N9iEGY/zKHm4Z4X5x64806E17W58y7mnvwc0MlbyGPPVulcp/rWA2Nd190mZeafZQPer9u+MaO+0HUQ==}
+  '@grafana/data@11.6.14':
+    resolution: {integrity: sha512-Nsjq1A9m6LbsKsKvOgvAk9Wq7RGjy0V4N9d5YsSnzMwCiw/ov2wblR2bcDpy95uF8KaDTIR2Gf40nJaOYksPMA==}
     peerDependencies:
       react: ^18.0.0
       react-dom: ^18.0.0
 
-  '@grafana/schema@11.6.15':
-    resolution: {integrity: sha512-MPIvGAp9uzkswnH6e+Fmzu+WBTqWMgbv93/8iu56gb+sjCB2LciZLz4KvrPFdw32bWCGSMAGqsML9mgmeJZtGQ==}
+  '@grafana/schema@11.6.14':
+    resolution: {integrity: sha512-YTqgYekb7kiu5NEoQxKF8czJ6QIARmMkCi9cNcynHqYpcDLOv5pg5Q0QtKgiiqHjlYoEeCV6iejdB4hXxzB+VA==}
 
   '@humanfs/core@0.19.2':
     resolution: {integrity: sha512-UhXNm+CFMWcbChXywFwkmhqjs3PRCmcSa/hfBgLIb7oQ5HNb1wS0icWsGtSAUNgefHeI+eBrA8I1fxmbHsGdvA==}
@@ -5168,8 +5167,8 @@ packages:
     resolution: {integrity: sha512-gIXjKqtFuWEgzFRJA9WCQeSJLZDjgJUOMCMzxtvFq/37KojM1BFGufqsCy0r4qSQmYLsZYMeyRqzIWOMup03sw==}
     engines: {node: '>=14'}
 
-  form-data@4.0.6:
-    resolution: {integrity: sha512-vKatAh4SlVfgbv+YtmhiRjhEMJsYpsG1Y2rMQtR+SVSbytsSD1YGzDIcrAJmdFec88u/+VoGmxnl+80gL1tRCQ==}
+  form-data@4.0.4:
+    resolution: {integrity: sha512-KrGhL9Q4zjj0kiUt5OO4Mr/A/jlI2jDYs5eHBpYHPcBEVSiipAvn2Ko2HnPe20rmcuuvMHNdZFp+4IlGTMF0Ow==}
     engines: {node: '>= 6'}
 
   format@0.2.2:
@@ -5382,10 +5381,6 @@ packages:
     resolution: {integrity: sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==}
     engines: {node: '>= 0.4'}
 
-  hasown@2.0.4:
-    resolution: {integrity: sha512-T2UbfbBEF32wiepXIsMlTW9+dDYC6wMh/t/vYA4tuOMKqWz/n3vr1NFSxQiyP+zk2mXsoMA/i/7qV6LKut1t1A==}
-    engines: {node: '>= 0.4'}
-
   hast-util-from-parse5@8.0.1:
     resolution: {integrity: sha512-Er/Iixbc7IEa7r/XLtuG52zoqn/b3Xng/w6aZQ0xGVxzhw5xUFxcRqdPzP6yFi/4HBYRaifaI5fQ1RH8n0ZeOQ==}
 
@@ -5461,8 +5456,8 @@ packages:
     resolution: {integrity: sha512-n2hY8YdoRE1i7r6M0w9DIw5GgZN0G25P8zLCRQ8rjXtTU3vsNFBI/vWK/UIeE6g5MUUz6avwAPXmL6Fy9D/90w==}
     engines: {node: '>= 6'}
 
-  http-proxy-middleware@4.1.1:
-    resolution: {integrity: sha512-KX5ZofGXLFXqFAkQoOWZ+rTtaLTut7m0gyL+QzJrdejtIZ+F4bPPDoe7reISg2+v0CAz5OfVwEJEhty7X+e57g==}
+  http-proxy-middleware@4.0.0:
+    resolution: {integrity: sha512-wuHwaUtmC0XzJNHqRp41zXtt5ojpHbusXGhq6781VvnjWUYPu7opmOF3eomGNujT07kEOnHWZyV9UZzKimVCKA==}
     engines: {node: ^22.15.0 || ^24.0.0 || >=26.0.0}
 
   http-status-codes@2.3.0:
@@ -5472,8 +5467,8 @@ packages:
     resolution: {integrity: sha512-dFcAjpTQFgoLMzC2VwU+C/CbS7uRL0lWmxDITmqm7C+7F0Odmj6s9l6alZc6AELXhrnggM2CeWSXHGOdX2YtwA==}
     engines: {node: '>= 6'}
 
-  httpxy@0.5.3:
-    resolution: {integrity: sha512-SMS9V6Sn7VWaS11lYhoAr0ceoaiolTWf4jYdJn0NJhCdKMu9R2H9Fh0LBDWBHQF6HRLI1PmaePYsjanSpE5PEw==}
+  httpxy@0.5.1:
+    resolution: {integrity: sha512-JPhqYiixe1A1I+MXDewWDZqeudBGU8Q9jCHYN8ML+779RQzLjTi78HBvWz4jMxUD6h2/vUL12g4q/mFM0OUw1A==}
 
   human-signals@2.1.0:
     resolution: {integrity: sha512-B4FFZ6q/T2jhhksgkbEW3HBvWIfDW85snkQgawt07S7J5QXTk6BkNV+0yAeZrM5QpMAdYlocGoljn0sJ/WQkFw==}
@@ -6046,8 +6041,8 @@ packages:
   js-base64@3.7.5:
     resolution: {integrity: sha512-3MEt5DTINKqfScXKfJFrRbxkrnk2AxPWGBL/ycjz4dK8iqiSJ06UxD8jh8xuh6p10TX4t2+7FsBYVxxQbMg+qA==}
 
-  js-cookie@3.0.8:
-    resolution: {integrity: sha512-yeJd4aNAdYZQjaon2bpD/Gb0B/omw7HQOsynXXcOiWVCacbBcPlgn8S/d1X6blFSaHao7ozqtW7NZW19xpCtIw==}
+  js-cookie@2.2.1:
+    resolution: {integrity: sha512-HvdH2LzI/EAZcUwA8+0nKNtWHqS+ZmijLA30RwZA0bo7ToCckjK5MkGhjED9KoRcXO6BaGI3I9UIzSA1FKFPOQ==}
 
   js-levenshtein@1.1.6:
     resolution: {integrity: sha512-X2BB11YZtrRqY4EnQcLX5Rh373zbK4alC1FW7D7MBhL2gtcC17cTnr6DmfHZeS0s2rTHjUTMMHfG7gO8SSdw+g==}
@@ -8399,8 +8394,8 @@ packages:
     resolution: {integrity: sha512-Pugqs6M0m7Lv1I7FtxN4aoyToKg1C4tu+/381vH35y8oENM/Ai7f7C4StcoK4/+BSw9ebcS8jRiVrORFKCALLw==}
     engines: {node: ^20.0.0 || >=22.0.0}
 
-  tmp@0.2.7:
-    resolution: {integrity: sha512-e0votIpp4Uo2AJYSzVHV6xCcawuiez3DzqDAbrTc3YxBkplN6e+dM13ZeIcZnDg/QpSuU2zfZ3rzwY8ukEnaXw==}
+  tmp@0.2.4:
+    resolution: {integrity: sha512-UdiSoX6ypifLmrfQ/XfiawN6hkjSBpCjhKxxZcWlUUmoXLaCKQU0bx4HF/tdDK2uzRuchf1txGvrWBzYREssoQ==}
     engines: {node: '>=14.14'}
 
   tmpl@1.0.5:
@@ -10323,10 +10318,10 @@ snapshots:
       '@shikijs/types': 3.23.0
       '@shikijs/vscode-textmate': 10.0.2
 
-  '@grafana/data@11.6.15(react-dom@18.2.0(react@18.2.0))(react@18.2.0)':
+  '@grafana/data@11.6.14(react-dom@18.2.0(react@18.2.0))(react@18.2.0)':
     dependencies:
       '@braintree/sanitize-url': 7.0.1
-      '@grafana/schema': 11.6.15
+      '@grafana/schema': 11.6.14
       '@types/d3-interpolate': 3.0.1
       '@types/string-hash': 1.1.3
       d3-interpolate: 3.0.1
@@ -10352,7 +10347,7 @@ snapshots:
       uplot: 1.6.31
       xss: 1.0.14
 
-  '@grafana/schema@11.6.15':
+  '@grafana/schema@11.6.14':
     dependencies:
       tslib: 2.8.1
 
@@ -12891,7 +12886,7 @@ snapshots:
   axios@1.16.0:
     dependencies:
       follow-redirects: 1.16.0
-      form-data: 4.0.6
+      form-data: 4.0.4
       proxy-from-env: 2.1.0
     transitivePeerDependencies:
       - debug
@@ -13838,7 +13833,7 @@ snapshots:
       es-errors: 1.3.0
       get-intrinsic: 1.3.0
       has-tostringtag: 1.0.2
-      hasown: 2.0.4
+      hasown: 2.0.2
 
   es-toolkit@1.46.1: {}
 
@@ -14036,7 +14031,7 @@ snapshots:
     dependencies:
       chardet: 0.7.0
       iconv-lite: 0.4.24
-      tmp: 0.2.7
+      tmp: 0.2.4
 
   fast-deep-equal@3.1.3: {}
 
@@ -14169,12 +14164,12 @@ snapshots:
       cross-spawn: 7.0.5
       signal-exit: 4.1.0
 
-  form-data@4.0.6:
+  form-data@4.0.4:
     dependencies:
       asynckit: 0.4.0
       combined-stream: 1.0.8
       es-set-tostringtag: 2.1.0
-      hasown: 2.0.4
+      hasown: 2.0.2
       mime-types: 2.1.35
 
   format@0.2.2: {}
@@ -14253,7 +14248,7 @@ snapshots:
       get-proto: 1.0.1
       gopd: 1.2.0
       has-symbols: 1.1.0
-      hasown: 2.0.4
+      hasown: 2.0.2
       math-intrinsics: 1.1.0
 
   get-nonce@1.0.1: {}
@@ -14391,10 +14386,6 @@ snapshots:
     dependencies:
       function-bind: 1.1.2
 
-  hasown@2.0.4:
-    dependencies:
-      function-bind: 1.1.2
-
   hast-util-from-parse5@8.0.1:
     dependencies:
       '@types/hast': 3.0.4
@@ -14515,10 +14506,10 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  http-proxy-middleware@4.1.1:
+  http-proxy-middleware@4.0.0:
     dependencies:
       debug: 4.3.4(supports-color@5.5.0)
-      httpxy: 0.5.3
+      httpxy: 0.5.1
       is-glob: 4.0.3
       is-plain-obj: 4.1.0
       micromatch: 4.0.8
@@ -14534,7 +14525,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  httpxy@0.5.3: {}
+  httpxy@0.5.1: {}
 
   human-signals@2.1.0: {}
 
@@ -15348,7 +15339,7 @@ snapshots:
 
   js-base64@3.7.5: {}
 
-  js-cookie@3.0.8: {}
+  js-cookie@2.2.1: {}
 
   js-levenshtein@1.1.6: {}
 
@@ -15376,7 +15367,7 @@ snapshots:
       decimal.js: 10.6.0
       domexception: 4.0.0
       escodegen: 2.1.0
-      form-data: 4.0.6
+      form-data: 4.0.4
       html-encoding-sniffer: 3.0.0
       http-proxy-agent: 5.0.0
       https-proxy-agent: 5.0.1
@@ -17345,7 +17336,7 @@ snapshots:
       copy-to-clipboard: 3.3.3
       fast-deep-equal: 3.1.3
       fast-shallow-equal: 1.0.0
-      js-cookie: 3.0.8
+      js-cookie: 2.2.1
       nano-css: 5.6.2(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
       react: 18.2.0
       react-dom: 18.2.0(react@18.2.0)
@@ -17364,7 +17355,7 @@ snapshots:
       copy-to-clipboard: 3.3.3
       fast-deep-equal: 3.1.3
       fast-shallow-equal: 1.0.0
-      js-cookie: 3.0.8
+      js-cookie: 2.2.1
       nano-css: 5.6.2(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
       react: 18.2.0
       react-dom: 18.2.0(react@18.2.0)
@@ -18112,7 +18103,7 @@ snapshots:
 
   tinypool@2.1.0: {}
 
-  tmp@0.2.7: {}
+  tmp@0.2.4: {}
 
   tmpl@1.0.5: {}
 

frontend/src/AppRoutes/pageComponents.ts

@@ -330,10 +330,3 @@ export const AIAssistantPage = Loadable(
 			/* webpackChunkName: "AI Assistant Page" */ 'pages/AIAssistantPage/AIAssistantPage'
 		),
 );
-
-export const LLMObservabilityAttributeMappingPage = Loadable(
-	() =>
-		import(
-			/* webpackChunkName: "LLM Observability Attribute Mapping Page" */ 'pages/LLMObservabilityAttributeMapping'
-		),
-);

frontend/src/AppRoutes/routes.ts

@@ -22,7 +22,6 @@ import {
 	IntegrationsDetailsPage,
 	LicensePage,
 	ListAllALertsPage,
-	LLMObservabilityAttributeMappingPage,
 	LiveLogs,
 	Login,
 	Logs,
@@ -506,13 +505,6 @@ const routes: AppRoutes[] = [
 		key: 'AI_ASSISTANT',
 		isPrivate: true,
 	},
-	{
-		path: ROUTES.LLM_OBSERVABILITY_ATTRIBUTE_MAPPING,
-		exact: true,
-		component: LLMObservabilityAttributeMappingPage,
-		key: 'LLM_OBSERVABILITY_ATTRIBUTE_MAPPING',
-		isPrivate: true,
-	},
 ];
 
 export const SUPPORT_ROUTE: AppRoutes = {

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

@@ -23,6 +23,7 @@ import type {
 	GetLLMPricingRulePathParameters,
 	ListLLMPricingRules200,
 	ListLLMPricingRulesParams,
+	ListUnmappedLLMModels200,
 	LlmpricingruletypesUpdatableLLMPricingRulesDTO,
 	RenderErrorResponseDTO,
 } from '../sigNoz.schemas';
@@ -393,3 +394,87 @@ export const invalidateGetLLMPricingRule = async (
 
 	return queryClient;
 };
+
+/**
+ * Returns models seen in the last hour of trace data (gen_ai.request.model) that no pricing rule pattern matches, so the user can add them to an existing rule or create a new one.
+ * @summary List unmapped models
+ */
+export const listUnmappedLLMModels = (signal?: AbortSignal) => {
+	return GeneratedAPIInstance<ListUnmappedLLMModels200>({
+		url: `/api/v1/llm_pricing_rules/unmapped_models`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getListUnmappedLLMModelsQueryKey = () => {
+	return [`/api/v1/llm_pricing_rules/unmapped_models`] as const;
+};
+
+export const getListUnmappedLLMModelsQueryOptions = <
+	TData = Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	>;
+}) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey = queryOptions?.queryKey ?? getListUnmappedLLMModelsQueryKey();
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>
+	> = ({ signal }) => listUnmappedLLMModels(signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type ListUnmappedLLMModelsQueryResult = NonNullable<
+	Awaited<ReturnType<typeof listUnmappedLLMModels>>
+>;
+export type ListUnmappedLLMModelsQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary List unmapped models
+ */
+
+export function useListUnmappedLLMModels<
+	TData = Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof listUnmappedLLMModels>>,
+		TError,
+		TData
+	>;
+}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getListUnmappedLLMModelsQueryOptions(options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary List unmapped models
+ */
+export const invalidateListUnmappedLLMModels = async (
+	queryClient: QueryClient,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getListUnmappedLLMModelsQueryKey() },
+		options,
+	);
+
+	return queryClient;
+};

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

@@ -6537,6 +6537,33 @@ export interface LlmpricingruletypesGettablePricingRulesDTO {
 	total: number;
 }
 
+export interface LlmpricingruletypesUnmappedModelDTO {
+	/**
+	 * @type string
+	 */
+	modelName: string;
+	/**
+	 * @type string
+	 */
+	provider?: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	spanCount: number;
+}
+
+export interface LlmpricingruletypesGettableUnmappedModelsDTO {
+	/**
+	 * @type array,null
+	 */
+	items: LlmpricingruletypesUnmappedModelDTO[] | null;
+	/**
+	 * @type integer
+	 */
+	total: number;
+}
+
 export interface LlmpricingruletypesUpdatableLLMPricingRuleDTO {
 	/**
 	 * @type boolean
@@ -8135,44 +8162,6 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }
 
-export type SpantypesSpanMapperTestSpanDTOAttributesAnyOf = {
-	[key: string]: unknown;
-};
-
-/**
- * @nullable
- */
-export type SpantypesSpanMapperTestSpanDTOAttributes =
-	SpantypesSpanMapperTestSpanDTOAttributesAnyOf | null;
-
-export type SpantypesSpanMapperTestSpanDTOResourceAnyOf = {
-	[key: string]: unknown;
-};
-
-/**
- * @nullable
- */
-export type SpantypesSpanMapperTestSpanDTOResource =
-	SpantypesSpanMapperTestSpanDTOResourceAnyOf | null;
-
-export interface SpantypesSpanMapperTestSpanDTO {
-	/**
-	 * @type object,null
-	 */
-	attributes?: SpantypesSpanMapperTestSpanDTOAttributes;
-	/**
-	 * @type object,null
-	 */
-	resource?: SpantypesSpanMapperTestSpanDTOResource;
-}
-
-export interface SpantypesGettableSpanMapperTestDTO {
-	/**
-	 * @type array,null
-	 */
-	spans: SpantypesSpanMapperTestSpanDTO[] | null;
-}
-
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -8468,33 +8457,6 @@ export interface SpantypesPostableSpanMapperGroupDTO {
 	name: string;
 }
 
-export interface SpantypesPostableSpanMapperTestGroupDTO {
-	condition: SpantypesSpanMapperGroupConditionDTO | null;
-	/**
-	 * @type boolean
-	 */
-	enabled?: boolean;
-	/**
-	 * @type array,null
-	 */
-	mappers?: SpantypesPostableSpanMapperDTO[] | null;
-	/**
-	 * @type string
-	 */
-	name: string;
-}
-
-export interface SpantypesPostableSpanMapperTestDTO {
-	/**
-	 * @type array,null
-	 */
-	groups: SpantypesPostableSpanMapperTestGroupDTO[] | null;
-	/**
-	 * @type array,null
-	 */
-	spans: SpantypesSpanMapperTestSpanDTO[] | null;
-}
-
 export interface SpantypesSpanAggregationDTO {
 	aggregation: SpantypesSpanAggregationTypeDTO;
 	field: TelemetrytypesTelemetryFieldKeyDTO;
@@ -9539,6 +9501,14 @@ export type GetLLMPricingRule200 = {
 	status: string;
 };
 
+export type ListUnmappedLLMModels200 = {
+	data: LlmpricingruletypesGettableUnmappedModelsDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type ListPromotedAndIndexedPaths200 = {
 	/**
 	 * @type array,null
@@ -9863,14 +9833,6 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
-export type TestSpanMappers200 = {
-	data: SpantypesGettableSpanMapperTestDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type GetStats200Data = { [key: string]: unknown };
 
 export type GetStats200 = {

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

@@ -30,10 +30,8 @@ import type {
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
-	SpantypesPostableSpanMapperTestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
-	TestSpanMappers200,
 	UpdateSpanMapperGroupPathParameters,
 	UpdateSpanMapperPathParameters,
 } from '../sigNoz.schemas';
@@ -782,86 +780,3 @@ export const useUpdateSpanMapper = <
 > => {
 	return useMutation(getUpdateSpanMapperMutationOptions(options));
 };
-/**
- * Tests how span mappers would transform sample spans
- * @summary Test span mappers against sample spans
- */
-export const testSpanMappers = (
-	spantypesPostableSpanMapperTestDTO?: BodyType<SpantypesPostableSpanMapperTestDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<TestSpanMappers200>({
-		url: `/api/v1/span_mapper_groups/test`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: spantypesPostableSpanMapperTestDTO,
-		signal,
-	});
-};
-
-export const getTestSpanMappersMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof testSpanMappers>>,
-		TError,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof testSpanMappers>>,
-	TError,
-	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-	TContext
-> => {
-	const mutationKey = ['testSpanMappers'];
-	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 testSpanMappers>>,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> }
-	> = (props) => {
-		const { data } = props ?? {};
-
-		return testSpanMappers(data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type TestSpanMappersMutationResult = NonNullable<
-	Awaited<ReturnType<typeof testSpanMappers>>
->;
-export type TestSpanMappersMutationBody =
-	| BodyType<SpantypesPostableSpanMapperTestDTO>
-	| undefined;
-export type TestSpanMappersMutationError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Test span mappers against sample spans
- */
-export const useTestSpanMappers = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof testSpanMappers>>,
-		TError,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof testSpanMappers>>,
-	TError,
-	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-	TContext
-> => {
-	return useMutation(getTestSpanMappersMutationOptions(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/constants/routes.ts

@@ -91,8 +91,6 @@ const ROUTES = {
 	AI_ASSISTANT_BASE: '/ai-assistant',
 	AI_ASSISTANT_ICON_PREVIEW: '/ai-assistant-icon-preview',
 	MCP_SERVER: '/settings/mcp-server',
-	LLM_OBSERVABILITY_ATTRIBUTE_MAPPING:
-		'/llm-observability/settings/attribute-mapping',
 } as const;
 
 export default ROUTES;

frontend/src/container/LLMObservabilityAttributeMapping/AttributeMappingHeader.tsx

@@ -1,56 +0,0 @@
-import { Button } from '@signozhq/ui/button';
-
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-
-interface AttributeMappingHeaderProps {
-	isDirty: boolean;
-	isSaving: boolean;
-	onDiscard: () => void;
-	onSave: () => void;
-}
-
-function AttributeMappingHeader({
-	isDirty,
-	isSaving,
-	onDiscard,
-	onSave,
-}: AttributeMappingHeaderProps): JSX.Element {
-	return (
-		<header className={styles.pageHeader}>
-			<div className={styles.pageHeaderTitle}>
-				<h1 className={styles.title}>Attribute Mapping</h1>
-				<p className={styles.description}>
-					Configure source-to-target attribute remapping for LLM traces
-				</p>
-			</div>
-			<div className={styles.pageHeaderActions}>
-				{isDirty && (
-					<span className={styles.unsavedChanges} data-testid="unsaved-changes">
-						Unsaved changes
-					</span>
-				)}
-				<Button
-					variant="outlined"
-					color="secondary"
-					onClick={onDiscard}
-					disabled={!isDirty || isSaving}
-					testId="discard-changes-btn"
-				>
-					Discard
-				</Button>
-				<Button
-					variant="solid"
-					color="primary"
-					onClick={onSave}
-					loading={isSaving}
-					disabled={!isDirty || isSaving}
-					testId="save-changes-btn"
-				>
-					{isSaving ? 'Saving…' : 'Save changes'}
-				</Button>
-			</div>
-		</header>
-	);
-}
-
-export default AttributeMappingHeader;

frontend/src/container/LLMObservabilityAttributeMapping/AttributeMappingsTab.tsx

@@ -1,41 +0,0 @@
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import MapperGroupsTable from './MapperGroupsTable';
-import { DraftGroup } from './types';
-import { AttributeMappingStore } from './useAttributeMappingStore';
-
-interface AttributeMappingsTabProps {
-	store: AttributeMappingStore;
-	onEditGroup: (group: DraftGroup) => void;
-	onAddGroup: () => void;
-}
-
-// "Attribute mappings" tab: the mapping-groups listing, its error state and
-// footer summary. The store is owned by the container (the header's save/
-// discard share it), so it's passed in rather than created here.
-function AttributeMappingsTab({
-	store,
-	onEditGroup,
-	onAddGroup,
-}: AttributeMappingsTabProps): JSX.Element {
-	return (
-		<div data-testid="attribute-mappings-tab">
-			{store.isError && (
-				<div className={styles.pageError} role="alert">
-					Failed to load mapping groups. Please try again.
-				</div>
-			)}
-
-			<MapperGroupsTable
-				store={store}
-				onEditGroup={onEditGroup}
-				onAddGroup={onAddGroup}
-			/>
-
-			<footer className={styles.pageFooter}>
-				Showing {store.groups.length} group{store.groups.length === 1 ? '' : 's'}
-			</footer>
-		</div>
-	);
-}
-
-export default AttributeMappingsTab;

frontend/src/container/LLMObservabilityAttributeMapping/ConditionKeyList.tsx

@@ -1,93 +0,0 @@
-import { Button } from '@signozhq/ui/button';
-import { Plus, X } from '@signozhq/icons';
-
-import styles from './GroupFormDrawer.module.scss';
-import KeySearchInput from './KeySearchInput';
-import { FieldContextValue } from './types';
-
-interface ConditionKeyListProps {
-	label: string;
-	labelHint?: string;
-	keys: string[];
-	placeholder: string;
-	addLabel: string;
-	testIdPrefix: string;
-	fieldContext: FieldContextValue;
-	onChange: (keys: string[]) => void;
-}
-
-// Editor for one list of condition keys (the group's span-attribute or
-// resource gating keys). Substring "contains" match, order irrelevant.
-function ConditionKeyList({
-	label,
-	labelHint,
-	keys,
-	placeholder,
-	addLabel,
-	testIdPrefix,
-	fieldContext,
-	onChange,
-}: ConditionKeyListProps): JSX.Element {
-	const updateKey = (index: number, value: string): void => {
-		onChange(keys.map((key, i) => (i === index ? value : key)));
-	};
-
-	const addKey = (): void => {
-		onChange([...keys, '']);
-	};
-
-	const removeKey = (index: number): void => {
-		onChange(keys.filter((_, i) => i !== index));
-	};
-
-	return (
-		<div className={styles.groupFormField}>
-			<span className={styles.groupFormLabel}>
-				{label}
-				{labelHint && (
-					<span className={styles.groupFormLabelHint}> {labelHint}</span>
-				)}
-			</span>
-
-			{keys.length > 0 && (
-				<div className={styles.groupFormKeys}>
-					{keys.map((key, index) => (
-						// eslint-disable-next-line react/no-array-index-key
-						<div className={styles.groupFormKey} key={index}>
-							<KeySearchInput
-								className={styles.groupFormKeyInput}
-								placeholder={placeholder}
-								value={key}
-								fieldContext={fieldContext}
-								onChange={(next): void => updateKey(index, next)}
-								testId={`${testIdPrefix}-${index}`}
-							/>
-							<Button
-								variant="ghost"
-								color="secondary"
-								size="icon"
-								aria-label="Remove key"
-								onClick={(): void => removeKey(index)}
-								testId={`${testIdPrefix}-remove-${index}`}
-							>
-								<X size={14} />
-							</Button>
-						</div>
-					))}
-				</div>
-			)}
-
-			<Button
-				variant="dashed"
-				color="secondary"
-				prefix={<Plus size={14} />}
-				onClick={addKey}
-				testId={`${testIdPrefix}-add`}
-			>
-				{addLabel}
-			</Button>
-		</div>
-	);
-}
-
-export default ConditionKeyList;

frontend/src/container/LLMObservabilityAttributeMapping/GroupFormDrawer.module.scss

@@ -1,76 +0,0 @@
-.groupForm {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-10);
-	padding: var(--spacing-2) 0;
-}
-
-.groupFormField {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-4);
-}
-
-.groupFormFieldRow {
-	flex-direction: row;
-	align-items: center;
-	justify-content: space-between;
-}
-
-.groupFormLabel {
-	font-size: var(--font-size-xs);
-	font-weight: var(--font-weight-semibold);
-	text-transform: uppercase;
-	letter-spacing: 0.04em;
-	color: var(--l3-foreground);
-}
-
-.groupFormLabelHint {
-	font-weight: var(--font-weight-normal);
-	text-transform: none;
-	letter-spacing: normal;
-}
-
-.groupFormHint {
-	font-size: var(--font-size-xs);
-	color: var(--l3-foreground);
-}
-
-.groupFormKeys {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-4);
-}
-
-.groupFormKey {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-3);
-}
-
-.groupFormKeyInput {
-	flex: 1;
-	font-family: 'Geist Mono', monospace;
-}
-
-.groupFormError {
-	padding: var(--spacing-5) var(--spacing-6);
-	border-radius: var(--radius-2);
-	background: var(--callout-error-background);
-	color: var(--callout-error-title);
-	font-size: var(--periscope-font-size-base);
-}
-
-.groupFormFooter {
-	display: flex;
-	align-items: center;
-	justify-content: space-between;
-	width: 100%;
-	gap: var(--spacing-4);
-}
-
-.groupFormFooterActions {
-	display: flex;
-	gap: var(--spacing-4);
-	margin-left: auto;
-}

frontend/src/container/LLMObservabilityAttributeMapping/GroupFormDrawer.tsx

@@ -1,147 +0,0 @@
-import { Button } from '@signozhq/ui/button';
-import { DrawerWrapper } from '@signozhq/ui/drawer';
-import { Input } from '@signozhq/ui/input';
-import { Switch } from '@signozhq/ui/switch';
-import { Trash2 } from '@signozhq/icons';
-
-import ConditionKeyList from './ConditionKeyList';
-import styles from './GroupFormDrawer.module.scss';
-import { FieldContext, GroupDraft, MapperDraftMode } from './types';
-import { isGroupDraftValid } from './utils';
-
-interface GroupFormDrawerProps {
-	isOpen: boolean;
-	mode: MapperDraftMode;
-	draft: GroupDraft;
-	setDraft: (next: GroupDraft) => void;
-	onClose: () => void;
-	onSave: () => void;
-	onDelete: () => void;
-	isSaving: boolean;
-	isDeleting: boolean;
-	saveError: string | null;
-}
-
-function GroupFormDrawer({
-	isOpen,
-	mode,
-	draft,
-	setDraft,
-	onClose,
-	onSave,
-	onDelete,
-	isSaving,
-	isDeleting,
-	saveError,
-}: GroupFormDrawerProps): JSX.Element {
-	const isEdit = mode === 'edit';
-	const isValid = isGroupDraftValid(draft);
-
-	return (
-		<DrawerWrapper
-			open={isOpen}
-			onOpenChange={(open): void => {
-				if (!open) {
-					onClose();
-				}
-			}}
-			title={isEdit ? 'Edit group' : 'New group'}
-			subTitle="A group gates which spans its mappings run on"
-			width="wide"
-			testId="group-form-drawer"
-			footer={
-				<div className={styles.groupFormFooter}>
-					{isEdit && (
-						<Button
-							variant="ghost"
-							color="destructive"
-							prefix={<Trash2 size={14} />}
-							onClick={onDelete}
-							disabled={isDeleting}
-							testId="group-form-delete"
-						>
-							{isDeleting ? 'Deleting…' : 'Delete'}
-						</Button>
-					)}
-					<div className={styles.groupFormFooterActions}>
-						<Button
-							variant="ghost"
-							color="secondary"
-							onClick={onClose}
-							testId="group-form-cancel"
-						>
-							Cancel
-						</Button>
-						<Button
-							variant="solid"
-							color="primary"
-							onClick={onSave}
-							disabled={!isValid || isSaving}
-							testId="group-form-save"
-						>
-							{/* eslint-disable-next-line no-nested-ternary */}
-							{isSaving ? 'Saving…' : isEdit ? 'Save group' : 'Create group'}
-						</Button>
-					</div>
-				</div>
-			}
-		>
-			<div className={styles.groupForm}>
-				<div className={styles.groupFormField}>
-					<span className={styles.groupFormLabel}>Group name</span>
-					<Input
-						placeholder="e.g. OpenAI gateway"
-						value={draft.name}
-						onChange={(event): void =>
-							setDraft({ ...draft, name: event.target.value })
-						}
-						testId="group-form-name"
-					/>
-				</div>
-
-				<div className={`${styles.groupFormField} ${styles.groupFormFieldRow}`}>
-					<span className={styles.groupFormLabel}>Enabled</span>
-					<Switch
-						value={draft.enabled}
-						onChange={(checked): void => setDraft({ ...draft, enabled: checked })}
-						testId="group-form-enabled"
-					/>
-				</div>
-
-				<ConditionKeyList
-					label="Condition · span attribute keys"
-					labelHint="· runs when a span attribute key contains any of these"
-					keys={draft.attributes}
-					placeholder="e.g. gen_ai."
-					addLabel="Add attribute key"
-					testIdPrefix="group-form-attribute"
-					fieldContext={FieldContext.attribute}
-					onChange={(attributes): void => setDraft({ ...draft, attributes })}
-				/>
-
-				<ConditionKeyList
-					label="Condition · resource keys"
-					labelHint="· or when a resource key contains any of these"
-					keys={draft.resource}
-					placeholder="e.g. service.name"
-					addLabel="Add resource key"
-					testIdPrefix="group-form-resource"
-					fieldContext={FieldContext.resource}
-					onChange={(resource): void => setDraft({ ...draft, resource })}
-				/>
-
-				<span className={styles.groupFormHint}>
-					Leave both empty to run this group on every span.
-				</span>
-
-				{saveError && (
-					<div className={styles.groupFormError} role="alert">
-						{saveError}
-					</div>
-				)}
-			</div>
-		</DrawerWrapper>
-	);
-}
-
-export default GroupFormDrawer;

frontend/src/container/LLMObservabilityAttributeMapping/KeySearchInput.module.scss

@@ -1,51 +0,0 @@
-.keySearch {
-	position: relative;
-	flex: 1;
-	min-width: 0;
-}
-
-.keySearchDropdown {
-	position: absolute;
-	top: calc(100% + var(--spacing-2));
-	left: 0;
-	z-index: 20;
-	min-width: 100%;
-	width: max-content;
-	max-width: 420px;
-	max-height: 240px;
-	overflow-x: hidden;
-	overflow-y: auto;
-	padding: var(--spacing-2);
-	border: 1px solid var(--l2-border);
-	border-radius: 6px;
-	background: var(--l2-background);
-	box-shadow: 0 8px 24px rgba(0, 0, 0, 0.4);
-}
-
-.keySearchDropdownEmpty {
-	padding: var(--spacing-4) var(--spacing-5);
-	font-size: var(--font-size-xs);
-	color: var(--l3-foreground);
-}
-
-.keySearchOption {
-	display: block;
-	width: 100%;
-	max-width: 100%;
-	padding: var(--spacing-3) var(--spacing-5);
-	border: none;
-	border-radius: 3px;
-	background: transparent;
-	color: var(--l1-foreground);
-	font-family: 'Geist Mono', monospace;
-	font-size: var(--font-size-xs);
-	text-align: left;
-	white-space: nowrap;
-	overflow: hidden;
-	text-overflow: ellipsis;
-	cursor: pointer;
-
-	&:hover {
-		background: var(--l2-background-hover);
-	}
-}

frontend/src/container/LLMObservabilityAttributeMapping/KeySearchInput.tsx

@@ -1,117 +0,0 @@
-import { useMemo, useState } from 'react';
-import { Input } from '@signozhq/ui/input';
-import { useGetFieldsKeys } from 'api/generated/services/fields';
-import {
-	TelemetrytypesFieldContextDTO,
-	TelemetrytypesSignalDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import cx from 'classnames';
-import Spinner from 'components/Spinner';
-import useDebounce from 'hooks/useDebounce';
-
-import styles from './KeySearchInput.module.scss';
-import { FieldContext, FieldContextValue } from './types';
-
-const SUGGESTION_LIMIT = 50;
-const DEBOUNCE_MS = 300;
-
-interface KeySearchInputProps {
-	value: string;
-	fieldContext: FieldContextValue;
-	placeholder?: string;
-	className?: string;
-	disabled?: boolean;
-	testId?: string;
-	onChange: (value: string) => void;
-}
-
-// Maps the mapper's attribute/resource context to the fields-endpoint context.
-function toFieldsContext(
-	context: FieldContextValue,
-): TelemetrytypesFieldContextDTO {
-	return context === FieldContext.resource
-		? TelemetrytypesFieldContextDTO.resource
-		: TelemetrytypesFieldContextDTO.attribute;
-}
-
-// Free-text input with span/resource key suggestions from /api/v1/fields/keys
-// (signal=traces). Typing keeps the custom value; suggestions are assistive.
-function KeySearchInput({
-	value,
-	fieldContext,
-	placeholder,
-	className,
-	disabled,
-	testId,
-	onChange,
-}: KeySearchInputProps): JSX.Element {
-	const [isOpen, setIsOpen] = useState(false);
-	const debouncedSearch = useDebounce(value, DEBOUNCE_MS);
-
-	const { data, isFetching } = useGetFieldsKeys(
-		{
-			signal: TelemetrytypesSignalDTO.traces,
-			fieldContext: toFieldsContext(fieldContext),
-			searchText: debouncedSearch,
-			limit: SUGGESTION_LIMIT,
-		},
-		{ query: { enabled: isOpen && !disabled, keepPreviousData: true } },
-	);
-
-	const suggestions = useMemo(() => {
-		const keys = data?.data?.keys ?? {};
-		return Object.keys(keys)
-			.filter((key) => key !== value)
-			.slice(0, SUGGESTION_LIMIT);
-	}, [data, value]);
-
-	return (
-		<div className={cx(styles.keySearch, className)}>
-			<Input
-				placeholder={placeholder}
-				value={value}
-				disabled={disabled}
-				autoComplete="off"
-				onChange={(event): void => {
-					onChange(event.target.value);
-					setIsOpen(true);
-				}}
-				onFocus={(): void => setIsOpen(true)}
-				onBlur={(): void => setIsOpen(false)}
-				testId={testId}
-			/>
-			{isOpen && suggestions.length > 0 && (
-				<div
-					className={styles.keySearchDropdown}
-					data-testid={`${testId}-dropdown`}
-				>
-					{suggestions.map((name) => (
-						<button
-							type="button"
-							key={name}
-							className={styles.keySearchOption}
-							// onMouseDown (not onClick) so selection runs before the input blur.
-							onMouseDown={(event): void => {
-								event.preventDefault();
-								onChange(name);
-								setIsOpen(false);
-							}}
-							data-testid={`${testId}-option-${name}`}
-						>
-							{name}
-						</button>
-					))}
-				</div>
-			)}
-			{isOpen && isFetching && suggestions.length === 0 && (
-				<div
-					className={cx(styles.keySearchDropdown, styles.keySearchDropdownEmpty)}
-				>
-					<Spinner size="small" height="auto" />
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default KeySearchInput;

frontend/src/container/LLMObservabilityAttributeMapping/LLMObservabilityAttributeMapping.module.scss

@@ -1,161 +0,0 @@
-.llmObservabilityAttributeMapping {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-8);
-	padding: var(--spacing-12);
-}
-
-.pageHeader {
-	display: flex;
-	align-items: flex-start;
-	justify-content: space-between;
-	gap: var(--spacing-8);
-}
-
-.pageHeaderTitle {
-	display: flex;
-	flex-direction: column;
-}
-
-.title {
-	margin: 0;
-	font-size: var(--periscope-font-size-large);
-	font-weight: var(--font-weight-semibold);
-}
-
-.description {
-	margin: var(--spacing-2) 0 0;
-	font-size: var(--periscope-font-size-base);
-	color: var(--l3-foreground);
-}
-
-.pageHeaderActions {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-6);
-}
-
-.unsavedChanges {
-	font-size: var(--periscope-font-size-base);
-	color: var(--accent-amber);
-}
-
-.tableEmpty {
-	padding: var(--spacing-12) var(--spacing-6);
-	text-align: center;
-	color: var(--l3-foreground);
-	font-size: var(--periscope-font-size-base);
-}
-
-.muted {
-	color: var(--l3-foreground);
-}
-
-.pageError {
-	padding: var(--padding-3) var(--padding-4);
-	border-radius: var(--radius-2);
-	background: var(--callout-error-background);
-	color: var(--callout-error-title);
-	font-size: var(--periscope-font-size-base);
-}
-
-.pageFooter {
-	margin-top: var(--spacing-8);
-	font-size: var(--font-size-xs);
-	color: var(--l3-foreground);
-}
-
-.rowActions {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-3);
-}
-
-.addRow {
-	align-self: flex-start;
-}
-
-.groupsTableWrapper {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-4);
-}
-
-.groupsTableNameCell {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-4);
-}
-
-.groupsTableName {
-	font-weight: var(--font-weight-semibold);
-}
-
-.groupsTableFilters {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-3);
-	// Allow this column to shrink within the cell so long keys wrap
-	// instead of forcing the cell wider than its allotted width.
-	min-width: 0;
-}
-
-.groupsTableFilter {
-	display: flex;
-	align-items: flex-start;
-	gap: var(--spacing-4);
-	font-size: var(--periscope-font-size-base);
-	min-width: 0;
-
-	// Keep the context badge at full width; only the key text flexes.
-	> *:first-child {
-		flex-shrink: 0;
-	}
-}
-
-.groupsTableFilterKey {
-	min-width: 0;
-	font-family: 'Geist Mono', monospace;
-	white-space: nowrap;
-	overflow: hidden;
-	text-overflow: ellipsis;
-}
-
-.mappersTableWrapper {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-4);
-	margin: var(--margin-1) 0;
-}
-
-.mappersTableTarget {
-	font-family: 'Geist Mono', monospace;
-	font-weight: var(--font-weight-semibold);
-}
-
-.mappersTableSources {
-	display: flex;
-	flex-wrap: wrap;
-	align-items: center;
-	gap: var(--spacing-3);
-}
-
-.mappersTableSourceChip {
-	display: inline-flex;
-	align-items: center;
-	max-width: 220px;
-	padding: 2px var(--padding-2);
-	border: 1px solid var(--l2-border);
-	border-radius: 6px;
-	background: var(--l3-background);
-	font-family: 'Geist Mono', monospace;
-	font-size: var(--font-size-xs);
-	white-space: nowrap;
-	overflow: hidden;
-	text-overflow: ellipsis;
-}
-
-.mappersTableSourceMore {
-	font-size: var(--font-size-xs);
-	white-space: nowrap;
-}

frontend/src/container/LLMObservabilityAttributeMapping/LLMObservabilityAttributeMapping.tsx

@@ -1,88 +0,0 @@
-import { useCallback } from 'react';
-import { Tabs } from '@signozhq/ui/tabs';
-
-import AttributeMappingHeader from './AttributeMappingHeader';
-import AttributeMappingsTab from './AttributeMappingsTab';
-import GroupFormDrawer from './GroupFormDrawer';
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import TestTab from './TestTab';
-import { useAttributeMappingStore } from './useAttributeMappingStore';
-import { useGroupFormDrawer } from './useGroupFormDrawer';
-
-function LLMObservabilityAttributeMapping(): JSX.Element {
-	const store = useAttributeMappingStore();
-	const groupDrawer = useGroupFormDrawer();
-
-	const handleGroupSave = useCallback((): void => {
-		store.upsertGroup(groupDrawer.draft);
-		groupDrawer.close();
-	}, [store, groupDrawer]);
-
-	const handleGroupDelete = useCallback((): void => {
-		if (groupDrawer.draft.id) {
-			store.removeGroup(groupDrawer.draft.id);
-		}
-		groupDrawer.close();
-	}, [store, groupDrawer]);
-
-	const tabItems = [
-		{
-			key: 'attribute-mappings',
-			label: 'Attribute mappings',
-			children: (
-				<AttributeMappingsTab
-					store={store}
-					onEditGroup={groupDrawer.openForEdit}
-					onAddGroup={groupDrawer.openForAdd}
-				/>
-			),
-		},
-		{
-			key: 'test',
-			label: 'Test',
-			children: <TestTab store={store} />,
-		},
-	];
-
-	return (
-		<div
-			className={styles.llmObservabilityAttributeMapping}
-			data-testid="llm-observability-attribute-mapping-page"
-		>
-			<AttributeMappingHeader
-				isDirty={store.isDirty}
-				isSaving={store.isSaving}
-				onDiscard={store.discard}
-				onSave={store.save}
-			/>
-
-			{store.saveError && (
-				<div className={styles.pageError} role="alert">
-					{store.saveError}
-				</div>
-			)}
-
-			<Tabs
-				testId="attribute-mapping-tabs"
-				defaultValue="attribute-mappings"
-				items={tabItems}
-			/>
-			{groupDrawer.isOpen && (
-				<GroupFormDrawer
-					isOpen={groupDrawer.isOpen}
-					mode={groupDrawer.mode}
-					draft={groupDrawer.draft}
-					setDraft={groupDrawer.setDraft}
-					onClose={groupDrawer.close}
-					onSave={handleGroupSave}
-					onDelete={handleGroupDelete}
-					isSaving={false}
-					isDeleting={false}
-					saveError={null}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default LLMObservabilityAttributeMapping;

frontend/src/container/LLMObservabilityAttributeMapping/MapperFormDrawer.module.scss

@@ -1,104 +0,0 @@
-.form {
-	display: flex;
-	flex-direction: column;
-	gap: 20px;
-	padding: 4px 0;
-}
-
-.field {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
-.label {
-	font-size: 12px;
-	font-weight: 600;
-	text-transform: uppercase;
-	letter-spacing: 0.04em;
-	color: var(--bg-vanilla-400);
-}
-
-.labelHint {
-	font-weight: 400;
-	text-transform: none;
-	letter-spacing: normal;
-}
-
-.hint {
-	font-size: 12px;
-	color: var(--bg-vanilla-400);
-}
-
-.fieldContext {
-	width: 200px;
-}
-
-.sources {
-	display: flex;
-	flex-direction: column;
-	gap: 8px;
-}
-
-.source {
-	display: flex;
-	align-items: center;
-	gap: 6px;
-}
-
-.sourceHandle {
-	display: inline-flex;
-	align-items: center;
-	justify-content: center;
-	padding: 4px;
-	border: none;
-	background: transparent;
-	color: var(--bg-vanilla-400);
-	cursor: grab;
-	touch-action: none;
-	user-select: none;
-
-	&:active {
-		cursor: grabbing;
-	}
-}
-
-.sourceIndex {
-	width: 20px;
-	text-align: center;
-	font-size: 12px;
-	color: var(--bg-vanilla-400);
-}
-
-.sourceInput {
-	flex: 1;
-	min-width: 0;
-	font-family: 'Geist Mono', monospace;
-}
-
-.sourceSelect {
-	flex: 0 0 auto;
-	width: 120px;
-}
-
-.error {
-	padding: 10px 12px;
-	border-radius: 4px;
-	background: var(--callout-error-background);
-	color: var(--callout-error-title);
-	font-size: 13px;
-}
-
-.footer {
-	display: flex;
-	align-items: center;
-	justify-content: space-between;
-	width: 100%;
-	gap: 8px;
-}
-
-.footerActions {
-	display: flex;
-	gap: 8px;
-	margin-left: auto;
-}

frontend/src/container/LLMObservabilityAttributeMapping/MapperFormDrawer.tsx

@@ -1,257 +0,0 @@
-import { useState } from 'react';
-import { Button } from '@signozhq/ui/button';
-import { DrawerWrapper } from '@signozhq/ui/drawer';
-import { SelectSimple } from '@signozhq/ui/select';
-import {
-	closestCenter,
-	DndContext,
-	DragEndEvent,
-	PointerSensor,
-	useSensor,
-	useSensors,
-} from '@dnd-kit/core';
-import { restrictToVerticalAxis } from '@dnd-kit/modifiers';
-import {
-	arrayMove,
-	SortableContext,
-	verticalListSortingStrategy,
-} from '@dnd-kit/sortable';
-import { Plus, Trash2 } from '@signozhq/icons';
-import { v4 as uuid } from 'uuid';
-
-import KeySearchInput from './KeySearchInput';
-import styles from './MapperFormDrawer.module.scss';
-import SourceAttributeRow from './SourceAttributeRow';
-import {
-	FieldContext,
-	FieldContextValue,
-	MapperDraft,
-	MapperDraftMode,
-	SourceConfig,
-} from './types';
-import { createEmptySource, isMapperDraftValid } from './utils';
-
-const FIELD_CONTEXT_OPTIONS = [
-	{ value: FieldContext.attribute, label: 'Span attribute' },
-	{ value: FieldContext.resource, label: 'Resource' },
-];
-
-interface MapperFormDrawerProps {
-	isOpen: boolean;
-	mode: MapperDraftMode;
-	draft: MapperDraft;
-	setDraft: (next: MapperDraft) => void;
-	onClose: () => void;
-	onSave: () => void;
-	onDelete: () => void;
-	isSaving: boolean;
-	isDeleting: boolean;
-	saveError: string | null;
-}
-
-function MapperFormDrawer({
-	isOpen,
-	mode,
-	draft,
-	setDraft,
-	onClose,
-	onSave,
-	onDelete,
-	isSaving,
-	isDeleting,
-	saveError,
-}: MapperFormDrawerProps): JSX.Element {
-	const isEdit = mode === 'edit';
-	const isValid = isMapperDraftValid(draft);
-
-	// Stable per-row ids for the sortable list. These are UI-only (never sent to
-	// the API and excluded from the draft), so dnd-kit can track rows reliably
-	// even though sources are stored as a plain array. Re-seeded each time the
-	// drawer opens; kept in lockstep with the sources array on add/remove/drag.
-	const [rowIds, setRowIds] = useState<string[]>(() =>
-		draft.sources.map(() => uuid()),
-	);
-	const sourceIds = draft.sources.map(
-		(_, index) => rowIds[index] ?? `pending-${index}`,
-	);
-
-	// 5px activation distance so clicking into the input never starts a drag.
-	const sensors = useSensors(
-		useSensor(PointerSensor, { activationConstraint: { distance: 5 } }),
-	);
-
-	const updateSource = (index: number, patch: Partial<SourceConfig>): void => {
-		const sources = draft.sources.map((source, i) =>
-			i === index ? { ...source, ...patch } : source,
-		);
-		setDraft({ ...draft, sources });
-	};
-
-	const addSource = (): void => {
-		setDraft({ ...draft, sources: [...draft.sources, createEmptySource()] });
-		setRowIds((prev) => [...prev, uuid()]);
-	};
-
-	const removeSource = (index: number): void => {
-		const sources = draft.sources.filter((_, i) => i !== index);
-		if (sources.length === 0) {
-			setDraft({ ...draft, sources: [createEmptySource()] });
-			setRowIds([uuid()]);
-			return;
-		}
-		setDraft({ ...draft, sources });
-		setRowIds((prev) => prev.filter((_, i) => i !== index));
-	};
-
-	const handleDragEnd = (event: DragEndEvent): void => {
-		const { active, over } = event;
-		if (!over || active.id === over.id) {
-			return;
-		}
-		const from = sourceIds.indexOf(String(active.id));
-		const to = sourceIds.indexOf(String(over.id));
-		if (from === -1 || to === -1) {
-			return;
-		}
-		setDraft({ ...draft, sources: arrayMove(draft.sources, from, to) });
-		setRowIds((prev) => arrayMove(prev, from, to));
-	};
-
-	return (
-		<DrawerWrapper
-			open={isOpen}
-			onOpenChange={(open): void => {
-				if (!open) {
-					onClose();
-				}
-			}}
-			title={isEdit ? 'Edit mapping' : 'New custom mapping'}
-			subTitle="Map source attributes onto a canonical target attribute"
-			width="wide"
-			testId="mapper-form-drawer"
-			footer={
-				<div className={styles.footer}>
-					{isEdit && (
-						<Button
-							variant="ghost"
-							color="destructive"
-							prefix={<Trash2 size={14} />}
-							onClick={onDelete}
-							disabled={isDeleting}
-							testId="mapper-form-delete"
-						>
-							{isDeleting ? 'Deleting…' : 'Delete'}
-						</Button>
-					)}
-					<div className={styles.footerActions}>
-						<Button
-							variant="ghost"
-							color="secondary"
-							onClick={onClose}
-							testId="mapper-form-cancel"
-						>
-							Cancel
-						</Button>
-						<Button
-							variant="solid"
-							color="primary"
-							onClick={onSave}
-							disabled={!isValid || isSaving}
-							testId="mapper-form-save"
-						>
-							{/* eslint-disable-next-line no-nested-ternary */}
-							{isSaving ? 'Saving…' : isEdit ? 'Save mapping' : 'Create mapping'}
-						</Button>
-					</div>
-				</div>
-			}
-		>
-			<div className={styles.form}>
-				<div className={styles.field}>
-					<span className={styles.label}>Target attribute</span>
-					<KeySearchInput
-						placeholder="e.g. gen_ai.content.prompt"
-						value={draft.name}
-						fieldContext={draft.fieldContext}
-						disabled={isEdit}
-						onChange={(name): void => setDraft({ ...draft, name })}
-						testId="mapper-form-target"
-					/>
-					{isEdit && (
-						<span className={styles.hint}>
-							The target attribute can&apos;t be changed after creation.
-						</span>
-					)}
-				</div>
-
-				<div className={styles.field}>
-					<span className={styles.label}>Write target to</span>
-					<SelectSimple
-						className={styles.fieldContext}
-						items={FIELD_CONTEXT_OPTIONS}
-						value={draft.fieldContext}
-						withPortal={false}
-						onChange={(next): void =>
-							setDraft({ ...draft, fieldContext: next as FieldContextValue })
-						}
-						testId="mapper-form-field-context"
-					/>
-					<span className={styles.hint}>
-						Where the standardized attribute is written.
-					</span>
-				</div>
-
-				<div className={styles.field}>
-					<span className={styles.label}>
-						Source attributes
-						<span className={styles.labelHint}>
-							{' '}
-							· priority: top → bottom · drag to reorder
-						</span>
-					</span>
-
-					<DndContext
-						sensors={sensors}
-						collisionDetection={closestCenter}
-						modifiers={[restrictToVerticalAxis]}
-						onDragEnd={handleDragEnd}
-					>
-						<SortableContext items={sourceIds} strategy={verticalListSortingStrategy}>
-							<div className={styles.sources}>
-								{draft.sources.map((source, index) => (
-									<SourceAttributeRow
-										key={sourceIds[index]}
-										id={sourceIds[index]}
-										index={index}
-										value={source}
-										canRemove={draft.sources.length > 1}
-										onChange={updateSource}
-										onRemove={removeSource}
-									/>
-								))}
-							</div>
-						</SortableContext>
-					</DndContext>
-
-					<Button
-						variant="dashed"
-						color="secondary"
-						prefix={<Plus size={14} />}
-						onClick={addSource}
-						testId="mapper-form-add-source"
-					>
-						Add another source
-					</Button>
-				</div>
-
-				{saveError && (
-					<div className={styles.error} role="alert">
-						{saveError}
-					</div>
-				)}
-			</div>
-		</DrawerWrapper>
-	);
-}
-
-export default MapperFormDrawer;

frontend/src/container/LLMObservabilityAttributeMapping/MapperGroupsTable.tsx

@@ -1,80 +0,0 @@
-import { useMemo } from 'react';
-import { Button } from '@signozhq/ui/button';
-import { Plus } from '@signozhq/icons';
-import TanStackTable from 'components/TanStackTableView';
-
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import { getMapperGroupsColumns } from './mapperGroups.config';
-import MappersTable from './MappersTable';
-import { DraftGroup } from './types';
-import { AttributeMappingStore } from './useAttributeMappingStore';
-
-const SKELETON_ROW_COUNT = 5;
-
-interface MapperGroupsTableProps {
-	store: AttributeMappingStore;
-	onEditGroup: (group: DraftGroup) => void;
-	onAddGroup: () => void;
-}
-
-// Top-level listing of mapping groups. Each row expands to reveal its mappers,
-// which MappersTable fetches lazily on first open. Built on the shared
-// TanStackTable with virtual scroll disabled — this is a small, content-height
-// list, and nested expanded tables need to grow with their content rather than
-// live inside a fixed-height viewport. Row actions (edit/delete/toggle) live in
-// the column config; the add-group affordance sits below the table.
-function MapperGroupsTable({
-	store,
-	onEditGroup,
-	onAddGroup,
-}: MapperGroupsTableProps): JSX.Element {
-	const columns = useMemo(
-		() =>
-			getMapperGroupsColumns({
-				onEditGroup,
-				onRemoveGroup: store.removeGroup,
-				onToggleGroup: store.toggleGroup,
-			}),
-		[onEditGroup, store.removeGroup, store.toggleGroup],
-	);
-
-	const isEmpty = !store.isLoading && store.groups.length === 0;
-
-	return (
-		<div className={styles.groupsTableWrapper}>
-			{isEmpty ? (
-				<div className={styles.tableEmpty} data-testid="mapper-groups-empty">
-					No mapping groups yet.
-				</div>
-			) : (
-				<TanStackTable<DraftGroup>
-					data={store.groups}
-					columns={columns}
-					isLoading={store.isLoading}
-					skeletonRowCount={SKELETON_ROW_COUNT}
-					getRowKey={(row): string => row.localId}
-					getRowCanExpand={(): boolean => true}
-					renderExpandedRow={(row): JSX.Element => (
-						<MappersTable group={row} store={store} />
-					)}
-					disableVirtualScroll
-					testId="mapper-groups-table"
-				/>
-			)}
-
-			<Button
-				variant="ghost"
-				color="primary"
-				prefix={<Plus size={14} />}
-				className={styles.addRow}
-				onClick={onAddGroup}
-				testId="add-group-row"
-				disabled={store.isLoading}
-			>
-				Add a new group
-			</Button>
-		</div>
-	);
-}
-
-export default MapperGroupsTable;

frontend/src/container/LLMObservabilityAttributeMapping/MappersTable.tsx

@@ -1,138 +0,0 @@
-import { useCallback, useEffect, useMemo } from 'react';
-import { Button } from '@signozhq/ui/button';
-import { Plus } from '@signozhq/icons';
-import { useListSpanMappers } from 'api/generated/services/spanmapper';
-import TanStackTable from 'components/TanStackTableView';
-
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import MapperFormDrawer from './MapperFormDrawer';
-import { getMappersColumns } from './mappers.config';
-import { DraftGroup, DraftMapper, Mapper } from './types';
-import { AttributeMappingStore } from './useAttributeMappingStore';
-import { useMapperFormDrawer } from './useMapperFormDrawer';
-
-const SKELETON_ROW_COUNT = 3;
-
-interface MappersTableProps {
-	group: DraftGroup;
-	store: AttributeMappingStore;
-}
-
-// Nested table of a group's mappers, rendered inside the group's expanded row.
-// This component only mounts when its group row is expanded, so the fetch is
-// lazy by construction — a group's mappers load on first open, are folded into
-// the store's draft so they're editable, and are then cached by react-query.
-// New (unsaved) groups have no serverId, so skip the fetch.
-function MappersTable({ group, store }: MappersTableProps): JSX.Element {
-	const drawer = useMapperFormDrawer();
-	const { hydrateGroupMappers, upsertMapper, removeMapper, toggleMapper } = store;
-
-	const hasServerId = group.serverId !== null;
-	const { data, isLoading, isError } = useListSpanMappers(
-		{ groupId: group.serverId ?? '' },
-		{ query: { enabled: hasServerId } },
-	);
-
-	useEffect(() => {
-		const items = data?.data?.items;
-		if (group.serverId && items) {
-			// The generated schema mis-types this list response with the groups DTO;
-			// the runtime payload is mappers.
-			hydrateGroupMappers(group.serverId, items as unknown as Mapper[]);
-		}
-	}, [group.serverId, data, hydrateGroupMappers]);
-
-	const isLoadingMappers = hasServerId && isLoading;
-	const isErrorMappers = hasServerId && isError;
-
-	const handleSave = useCallback((): void => {
-		upsertMapper(group.localId, drawer.draft);
-		drawer.close();
-	}, [upsertMapper, group.localId, drawer]);
-
-	const handleDelete = useCallback((): void => {
-		if (drawer.draft.id) {
-			removeMapper(group.localId, drawer.draft.id);
-		}
-		drawer.close();
-	}, [removeMapper, group.localId, drawer]);
-
-	const columns = useMemo(
-		() =>
-			getMappersColumns({
-				onEdit: drawer.openForEdit,
-				onRemove: (localId): void => removeMapper(group.localId, localId),
-				onToggle: (localId, enabled): void =>
-					toggleMapper(group.localId, localId, enabled),
-			}),
-		[drawer.openForEdit, removeMapper, toggleMapper, group.localId],
-	);
-
-	let content: JSX.Element;
-	if (isErrorMappers) {
-		content = (
-			<div
-				className={styles.tableEmpty}
-				data-testid={`mappers-error-${group.localId}`}
-			>
-				Failed to load mappings. Please try again.
-			</div>
-		);
-	} else if (!isLoadingMappers && group.mappers.length === 0) {
-		content = (
-			<div
-				className={styles.tableEmpty}
-				data-testid={`mappers-empty-${group.localId}`}
-			>
-				No mappings in this group yet.
-			</div>
-		);
-	} else {
-		content = (
-			<TanStackTable<DraftMapper>
-				data={group.mappers}
-				columns={columns}
-				isLoading={isLoadingMappers}
-				skeletonRowCount={SKELETON_ROW_COUNT}
-				getRowKey={(row): string => row.localId}
-				disableVirtualScroll
-				testId={`mappers-table-${group.localId}`}
-			/>
-		);
-	}
-
-	return (
-		<div className={styles.mappersTableWrapper}>
-			{content}
-
-			<Button
-				variant="ghost"
-				color="primary"
-				size="sm"
-				prefix={<Plus size={14} />}
-				className={styles.addRow}
-				onClick={drawer.openForAdd}
-				testId={`add-mapper-${group.localId}`}
-			>
-				Add mapping
-			</Button>
-
-			{drawer.isOpen && (
-				<MapperFormDrawer
-					isOpen={drawer.isOpen}
-					mode={drawer.mode}
-					draft={drawer.draft}
-					setDraft={drawer.setDraft}
-					onClose={drawer.close}
-					onSave={handleSave}
-					onDelete={handleDelete}
-					isSaving={false}
-					isDeleting={false}
-					saveError={null}
-				/>
-			)}
-		</div>
-	);
-}
-
-export default MappersTable;

frontend/src/container/LLMObservabilityAttributeMapping/SourceAttributeRow.tsx

@@ -1,116 +0,0 @@
-import { Button } from '@signozhq/ui/button';
-import { SelectSimple } from '@signozhq/ui/select';
-import { useSortable } from '@dnd-kit/sortable';
-import { CSS } from '@dnd-kit/utilities';
-import { GripVertical, X } from '@signozhq/icons';
-
-import KeySearchInput from './KeySearchInput';
-import styles from './MapperFormDrawer.module.scss';
-import {
-	FieldContext,
-	FieldContextValue,
-	MapperOperation,
-	MapperOperationValue,
-	SourceConfig,
-} from './types';
-
-const CONTEXT_OPTIONS = [
-	{ value: FieldContext.attribute, label: 'Attribute' },
-	{ value: FieldContext.resource, label: 'Resource' },
-];
-
-const OPERATION_OPTIONS = [
-	{ value: MapperOperation.move, label: 'Move' },
-	{ value: MapperOperation.copy, label: 'Copy' },
-];
-
-interface SourceAttributeRowProps {
-	id: string;
-	index: number;
-	value: SourceConfig;
-	canRemove: boolean;
-	onChange: (index: number, patch: Partial<SourceConfig>) => void;
-	onRemove: (index: number) => void;
-}
-
-// A single draggable source row. Order = priority (top wins). Each source can
-// be read from a span attribute or the resource, and moved (delete source) or
-// copied (keep source). Only the grip is a drag handle.
-function SourceAttributeRow({
-	id,
-	index,
-	value,
-	canRemove,
-	onChange,
-	onRemove,
-}: SourceAttributeRowProps): JSX.Element {
-	const {
-		attributes,
-		listeners,
-		setNodeRef,
-		transform,
-		transition,
-		isDragging,
-	} = useSortable({ id });
-
-	const style = {
-		transform: CSS.Transform.toString(transform),
-		transition,
-		opacity: isDragging ? 0.6 : 1,
-	};
-
-	return (
-		<div className={styles.source} ref={setNodeRef} style={style}>
-			<div
-				className={styles.sourceHandle}
-				data-testid={`mapper-form-source-handle-${index}`}
-				{...attributes}
-				{...listeners}
-			>
-				<GripVertical size={14} />
-			</div>
-			<span className={styles.sourceIndex}>{index + 1}</span>
-			<KeySearchInput
-				className={styles.sourceInput}
-				placeholder="Source attribute key"
-				value={value.key}
-				fieldContext={value.context}
-				onChange={(key): void => onChange(index, { key })}
-				testId={`mapper-form-source-${index}`}
-			/>
-			<SelectSimple
-				className={styles.sourceSelect}
-				items={CONTEXT_OPTIONS}
-				value={value.context}
-				withPortal={false}
-				onChange={(next): void =>
-					onChange(index, { context: next as FieldContextValue })
-				}
-				testId={`mapper-form-source-context-${index}`}
-			/>
-			<SelectSimple
-				className={styles.sourceSelect}
-				items={OPERATION_OPTIONS}
-				value={value.operation}
-				withPortal={false}
-				onChange={(next): void =>
-					onChange(index, { operation: next as MapperOperationValue })
-				}
-				testId={`mapper-form-source-operation-${index}`}
-			/>
-			<Button
-				variant="ghost"
-				color="secondary"
-				size="icon"
-				aria-label="Remove source"
-				disabled={!canRemove}
-				onClick={(): void => onRemove(index)}
-				testId={`mapper-form-source-remove-${index}`}
-			>
-				<X size={14} />
-			</Button>
-		</div>
-	);
-}
-
-export default SourceAttributeRow;

frontend/src/container/LLMObservabilityAttributeMapping/TestResult.tsx

@@ -1,88 +0,0 @@
-import { Badge } from '@signozhq/ui/badge';
-import { SpantypesSpanMapperTestSpanDTO } from 'api/generated/services/sigNoz.schemas';
-import { useMemo } from 'react';
-
-import { AttrChangeStatus, diffSpanAttributes } from './testPayload';
-import styles from './TestTab.module.scss';
-
-interface TestResultProps {
-	index: number;
-	span: SpantypesSpanMapperTestSpanDTO;
-	inputAttributes: Record<string, unknown>;
-}
-
-const STATUS_BADGE: Partial<
-	Record<
-		AttrChangeStatus,
-		{ color: 'success' | 'robin' | 'sienna'; label: string }
-	>
-> = {
-	added: { color: 'success', label: 'populated' },
-	changed: { color: 'robin', label: 'remapped' },
-	removed: { color: 'sienna', label: 'moved out' },
-};
-
-// Only added/removed rows carry a background treatment; the rest render plain.
-// Kept as an explicit map so we never do dynamic `styles[...]` access.
-const ROW_CLASS: Partial<Record<AttrChangeStatus, string>> = {
-	added: styles.added,
-	removed: styles.removed,
-};
-
-function formatValue(value: unknown): string {
-	if (typeof value === 'string') {
-		return value;
-	}
-	return JSON.stringify(value);
-}
-
-// Renders one transformed span as a key/value list, highlighting which target
-// attributes the mappers populated and which source keys a move consumed.
-function TestResult({
-	index,
-	span,
-	inputAttributes,
-}: TestResultProps): JSX.Element {
-	const entries = useMemo(
-		() => diffSpanAttributes(inputAttributes, span.attributes ?? {}),
-		[inputAttributes, span.attributes],
-	);
-
-	return (
-		<div className={styles.resultCard} data-testid={`test-result-${index}`}>
-			<div className={styles.resultTitle}>Resulting attributes</div>
-
-			{entries.length === 0 ? (
-				<div className={styles.resultEmpty}>This span has no attributes.</div>
-			) : (
-				<div className={styles.attrRows}>
-					{entries.map((entry) => {
-						const badge = STATUS_BADGE[entry.status];
-						return (
-							<div
-								key={entry.key}
-								className={`${styles.attrRow} ${ROW_CLASS[entry.status] ?? ''}`}
-							>
-								<span className={styles.attrKey} title={entry.key}>
-									{entry.key}
-								</span>
-								<span className={styles.attrValue} title={formatValue(entry.value)}>
-									{formatValue(entry.value)}
-								</span>
-								{badge ? (
-									<Badge color={badge.color} variant="outline">
-										{badge.label}
-									</Badge>
-								) : (
-									<span />
-								)}
-							</div>
-						);
-					})}
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default TestResult;

frontend/src/container/LLMObservabilityAttributeMapping/TestTab.module.scss

@@ -1,129 +0,0 @@
-.testTab {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-6);
-	max-width: 860px;
-}
-
-.heading {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-3);
-	margin: 0;
-	font-size: var(--periscope-font-size-base);
-	font-weight: var(--font-weight-semibold);
-}
-
-.description {
-	margin: 0;
-	font-size: var(--periscope-font-size-base);
-	color: var(--l3-foreground);
-}
-
-.editor {
-	width: 100%;
-	min-height: 260px;
-	padding: var(--padding-4);
-	border: 1px solid var(--l2-border);
-	border-radius: var(--radius-2);
-	background: var(--l1-background);
-	color: var(--l1-foreground);
-	font-family: 'Geist Mono', monospace;
-	font-size: var(--font-size-xs);
-	line-height: 1.6;
-	resize: vertical;
-
-	&:focus {
-		outline: none;
-		border-color: var(--robin-500);
-	}
-}
-
-.actions {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-4);
-}
-
-.error {
-	padding: var(--padding-3) var(--padding-4);
-	border-radius: var(--radius-2);
-	background: var(--callout-error-background);
-	color: var(--callout-error-title);
-	font-size: var(--periscope-font-size-base);
-}
-
-.results {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-6);
-}
-
-.resultCard {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-4);
-	padding: var(--padding-4);
-	border: 1px solid var(--l2-border);
-	border-radius: var(--radius-2);
-	background: var(--l1-background);
-}
-
-.resultTitle {
-	display: flex;
-	align-items: center;
-	gap: var(--spacing-3);
-	font-size: var(--periscope-font-size-base);
-	font-weight: var(--font-weight-semibold);
-}
-
-.resultEmpty {
-	color: var(--l3-foreground);
-	font-size: var(--periscope-font-size-base);
-}
-
-.attrRows {
-	display: flex;
-	flex-direction: column;
-	gap: var(--spacing-2);
-}
-
-.attrRow {
-	display: grid;
-	grid-template-columns: minmax(0, 1fr) minmax(0, 1.4fr) auto;
-	align-items: center;
-	gap: var(--spacing-4);
-	padding: var(--spacing-2) var(--padding-3);
-	border-radius: var(--radius-2);
-	font-family: 'Geist Mono', monospace;
-	font-size: var(--font-size-xs);
-
-	&.added {
-		background: var(--callout-success-background);
-	}
-
-	&.removed {
-		opacity: 0.65;
-
-		.attrKey,
-		.attrValue {
-			text-decoration: line-through;
-		}
-	}
-}
-
-.attrKey,
-.attrValue {
-	min-width: 0;
-	white-space: nowrap;
-	overflow: hidden;
-	text-overflow: ellipsis;
-}
-
-.attrKey {
-	font-weight: var(--font-weight-medium);
-}
-
-.attrValue {
-	color: var(--l3-foreground);
-}

frontend/src/container/LLMObservabilityAttributeMapping/TestTab.tsx

@@ -1,80 +0,0 @@
-import { Play } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-
-import styles from './TestTab.module.scss';
-import TestResult from './TestResult';
-import { AttributeMappingStore } from './useAttributeMappingStore';
-import { useTestSpanMapper } from './useTestSpanMapper';
-
-interface TestTabProps {
-	store: AttributeMappingStore;
-}
-
-// "Test" tab: paste a sample span, run it through the working draft's mappers,
-// and see which target attributes get populated. Only groups whose mappers
-// changed are sent in full — unchanged groups are backfilled server-side.
-function TestTab({ store }: TestTabProps): JSX.Element {
-	const { input, setInput, run, isRunning, result, testedAttributes, error } =
-		useTestSpanMapper(store.snapshot, store.groups);
-
-	return (
-		<div className={styles.testTab} data-testid="test-tab">
-			<h3 className={styles.heading}>Test with sample span</h3>
-			<p className={styles.description}>
-				Paste a JSON span object to see which target attributes get populated and
-				which source key matched.
-			</p>
-
-			<textarea
-				className={styles.editor}
-				data-testid="test-span-input"
-				value={input}
-				onChange={(event): void => setInput(event.target.value)}
-				spellCheck={false}
-				aria-label="Sample span JSON"
-			/>
-
-			<div className={styles.actions}>
-				<Button
-					testId="run-test-button"
-					variant="solid"
-					color="primary"
-					prefix={<Play size={14} />}
-					onClick={run}
-					loading={isRunning}
-					disabled={isRunning}
-				>
-					Run Test
-				</Button>
-			</div>
-
-			{error && (
-				<div className={styles.error} role="alert" data-testid="test-error">
-					{error}
-				</div>
-			)}
-
-			{result && (
-				<div className={styles.results} data-testid="test-results">
-					{result.length === 0 ? (
-						<div className={styles.resultEmpty}>
-							No spans returned. The mappers produced no output for this input.
-						</div>
-					) : (
-						result.map((span, index) => (
-							<TestResult
-								// eslint-disable-next-line react/no-array-index-key
-								key={index}
-								index={index}
-								span={span}
-								inputAttributes={testedAttributes ?? {}}
-							/>
-						))
-					)}
-				</div>
-			)}
-		</div>
-	);
-}
-
-export default TestTab;

frontend/src/container/LLMObservabilityAttributeMapping/mapperGroups.config.tsx

@@ -1,128 +0,0 @@
-import { Badge } from '@signozhq/ui/badge';
-import { Button } from '@signozhq/ui/button';
-import { Switch } from '@signozhq/ui/switch';
-import { ChevronDown, ChevronRight, Pencil, Trash2 } from '@signozhq/icons';
-import type { TableColumnDef } from 'components/TanStackTableView';
-
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import type { DraftGroup } from './types';
-import { conditionFiltersFromGroup } from './utils';
-
-interface ColumnsConfig {
-	onEditGroup: (group: DraftGroup) => void;
-	onRemoveGroup: (localId: string) => void;
-	onToggleGroup: (localId: string, enabled: boolean) => void;
-}
-
-// Column definitions for the mapping-groups TanStackTable. Sorting is off across
-// the board — the groups list API returns the full set unordered, so there's no
-// server-side ordering to back a sortable header yet.
-export function getMapperGroupsColumns({
-	onEditGroup,
-	onRemoveGroup,
-	onToggleGroup,
-}: ColumnsConfig): TableColumnDef<DraftGroup>[] {
-	return [
-		{
-			id: 'name',
-			header: 'Group name',
-			accessorFn: (row): string => row.name,
-			width: { min: 240, default: '100%' },
-			enableMove: false,
-			enableRemove: false,
-			cell: ({ row, isExpanded, toggleExpanded }): JSX.Element => (
-				<div className={styles.groupsTableNameCell}>
-					<Button
-						variant="ghost"
-						color="secondary"
-						size="icon"
-						aria-label={isExpanded ? 'Collapse group' : 'Expand group'}
-						onClick={(): void => toggleExpanded()}
-						testId={`group-expand-${row.localId}`}
-					>
-						{isExpanded ? <ChevronDown size={14} /> : <ChevronRight size={14} />}
-					</Button>
-					<span
-						className={styles.groupsTableName}
-						data-testid={`group-name-${row.localId}`}
-					>
-						{row.name}
-					</span>
-				</div>
-			),
-		},
-		{
-			id: 'filters',
-			header: 'Filters',
-			width: { min: 200, default: '100%' },
-			enableMove: false,
-			cell: ({ row }): JSX.Element => {
-				const filters = conditionFiltersFromGroup(row);
-				if (filters.length === 0) {
-					return <span className={styles.muted}>No condition · always runs</span>;
-				}
-				return (
-					<div
-						className={styles.groupsTableFilters}
-						data-testid={`group-filters-${row.localId}`}
-					>
-						{filters.map((filter) => (
-							<div
-								className={styles.groupsTableFilter}
-								key={`${filter.context}:${filter.key}`}
-							>
-								<Badge
-									color={filter.context === 'resource' ? 'amber' : 'robin'}
-									variant="outline"
-								>
-									{filter.context}
-								</Badge>
-								<span className={styles.groupsTableFilterKey}>
-									contains {filter.key}
-								</span>
-							</div>
-						))}
-					</div>
-				);
-			},
-		},
-		{
-			id: 'actions',
-			header: 'Actions',
-			// Compact, right-aligned action cluster — opt out of the "last column
-			// fills 100%" rule so the spare width flows into Group name / Filters.
-			width: { fixed: '160px', ignoreLastColumnFill: true },
-			enableMove: false,
-			enableRemove: false,
-			cell: ({ row }): JSX.Element => (
-				<div className={styles.rowActions}>
-					<Button
-						variant="ghost"
-						color="secondary"
-						size="icon"
-						aria-label="Edit group"
-						onClick={(): void => onEditGroup(row)}
-						testId={`group-edit-${row.localId}`}
-					>
-						<Pencil size={14} />
-					</Button>
-					<Button
-						variant="ghost"
-						color="destructive"
-						size="icon"
-						aria-label="Delete group"
-						onClick={(): void => onRemoveGroup(row.localId)}
-						testId={`group-delete-${row.localId}`}
-					>
-						<Trash2 size={14} />
-					</Button>
-					<Switch
-						value={row.enabled}
-						onChange={(checked): void => onToggleGroup(row.localId, checked)}
-						testId={`group-enabled-${row.localId}`}
-					/>
-				</div>
-			),
-		},
-	];
-}

frontend/src/container/LLMObservabilityAttributeMapping/mappers.config.tsx

@@ -1,132 +0,0 @@
-import { Badge } from '@signozhq/ui/badge';
-import { Button } from '@signozhq/ui/button';
-import { Switch } from '@signozhq/ui/switch';
-import { Pencil, Trash2 } from '@signozhq/icons';
-import type { TableColumnDef } from 'components/TanStackTableView';
-import cx from 'classnames';
-
-import styles from './LLMObservabilityAttributeMapping.module.scss';
-import { DraftMapper, FieldContext } from './types';
-
-const MAX_VISIBLE_SOURCES = 3;
-
-interface ColumnsConfig {
-	onEdit: (mapper: DraftMapper) => void;
-	onRemove: (localId: string) => void;
-	onToggle: (localId: string, enabled: boolean) => void;
-}
-
-// Column definitions for the per-group mappers TanStackTable (rendered inside an
-// expanded group row). Sorting is off — priority order is positional (top wins).
-export function getMappersColumns({
-	onEdit,
-	onRemove,
-	onToggle,
-}: ColumnsConfig): TableColumnDef<DraftMapper>[] {
-	return [
-		{
-			id: 'target',
-			header: 'Target',
-			accessorFn: (row): string => row.name,
-			width: { min: 200, default: '100%' },
-			enableMove: false,
-			cell: ({ row }): JSX.Element => (
-				<span
-					className={styles.mappersTableTarget}
-					data-testid={`mapper-target-${row.localId}`}
-				>
-					{row.name}
-				</span>
-			),
-		},
-		{
-			id: 'sources',
-			header: 'Sources',
-			width: { min: 220, default: '100%' },
-			enableMove: false,
-			cell: ({ row }): JSX.Element => {
-				// Skeleton placeholder rows reach the cell before real data, so
-				// `sources` can be undefined — default to empty.
-				const sources = row.sources ?? [];
-				if (sources.length === 0) {
-					return <span className={styles.muted}>—</span>;
-				}
-				const visible = sources.slice(0, MAX_VISIBLE_SOURCES);
-				const remaining = sources.length - visible.length;
-				return (
-					<div
-						className={styles.mappersTableSources}
-						data-testid={`mapper-sources-${row.localId}`}
-					>
-						{visible.map((source) => (
-							<span
-								className={styles.mappersTableSourceChip}
-								key={`${source.context}:${source.key}`}
-								title={source.key}
-							>
-								{source.key}
-							</span>
-						))}
-						{remaining > 0 && (
-							<span className={cx(styles.mappersTableSourceMore, styles.muted)}>
-								+{remaining} more
-							</span>
-						)}
-					</div>
-				);
-			},
-		},
-		{
-			id: 'writesTo',
-			header: 'Writes to',
-			width: { min: 130 },
-			enableMove: false,
-			cell: ({ row }): JSX.Element => (
-				<Badge
-					color={row.fieldContext === FieldContext.resource ? 'amber' : 'robin'}
-					variant="outline"
-				>
-					{row.fieldContext}
-				</Badge>
-			),
-		},
-		{
-			id: 'actions',
-			header: 'Actions',
-			// Compact, right-aligned action cluster — opt out of the "last column
-			// fills 100%" rule so the spare width flows into Target / Sources.
-			width: { fixed: '160px', ignoreLastColumnFill: true },
-			enableMove: false,
-			enableRemove: false,
-			cell: ({ row }): JSX.Element => (
-				<div className={styles.rowActions}>
-					<Button
-						variant="ghost"
-						color="secondary"
-						size="icon"
-						aria-label="Edit mapping"
-						onClick={(): void => onEdit(row)}
-						testId={`mapper-edit-${row.localId}`}
-					>
-						<Pencil size={14} />
-					</Button>
-					<Button
-						variant="ghost"
-						color="destructive"
-						size="icon"
-						aria-label="Delete mapping"
-						onClick={(): void => onRemove(row.localId)}
-						testId={`mapper-delete-${row.localId}`}
-					>
-						<Trash2 size={14} />
-					</Button>
-					<Switch
-						value={row.enabled}
-						onChange={(checked): void => onToggle(row.localId, checked)}
-						testId={`mapper-enabled-${row.localId}`}
-					/>
-				</div>
-			),
-		},
-	];
-}

frontend/src/container/LLMObservabilityAttributeMapping/saveDraft.ts

@@ -1,190 +0,0 @@
-import {
-	SpantypesPostableSpanMapperDTO,
-	SpantypesPostableSpanMapperGroupDTO,
-	SpantypesUpdatableSpanMapperDTO,
-	SpantypesUpdatableSpanMapperGroupDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-import { DraftGroup, DraftMapper, SourceConfig } from './types';
-import {
-	buildPostableGroup,
-	buildPostableMapper,
-	buildUpdatableGroup,
-	buildUpdatableMapper,
-} from './utils';
-
-// Thin persistence surface the store wires to the generated mutations.
-// createGroup returns the new server id so its mappers can be created under it.
-export interface SaveMutations {
-	createGroup: (data: SpantypesPostableSpanMapperGroupDTO) => Promise<string>;
-	updateGroup: (
-		groupId: string,
-		data: SpantypesUpdatableSpanMapperGroupDTO,
-	) => Promise<void>;
-	deleteGroup: (groupId: string) => Promise<void>;
-	createMapper: (
-		groupId: string,
-		data: SpantypesPostableSpanMapperDTO,
-	) => Promise<void>;
-	updateMapper: (
-		groupId: string,
-		mapperId: string,
-		data: SpantypesUpdatableSpanMapperDTO,
-	) => Promise<void>;
-	deleteMapper: (groupId: string, mapperId: string) => Promise<void>;
-}
-
-function arraysEqual(a: string[], b: string[]): boolean {
-	return a.length === b.length && a.every((value, index) => value === b[index]);
-}
-
-function sourcesEqual(a: SourceConfig[], b: SourceConfig[]): boolean {
-	return (
-		a.length === b.length &&
-		a.every(
-			(source, index) =>
-				source.key === b[index].key &&
-				source.context === b[index].context &&
-				source.operation === b[index].operation,
-		)
-	);
-}
-
-function groupChanged(snapshot: DraftGroup, draft: DraftGroup): boolean {
-	return (
-		snapshot.name !== draft.name ||
-		snapshot.enabled !== draft.enabled ||
-		!arraysEqual(snapshot.attributes, draft.attributes) ||
-		!arraysEqual(snapshot.resource, draft.resource)
-	);
-}
-
-function mapperChanged(snapshot: DraftMapper, draft: DraftMapper): boolean {
-	return (
-		snapshot.enabled !== draft.enabled ||
-		snapshot.fieldContext !== draft.fieldContext ||
-		!sourcesEqual(snapshot.sources, draft.sources)
-	);
-}
-
-function groupDraftOf(
-	node: DraftGroup,
-): Parameters<typeof buildPostableGroup>[0] {
-	return {
-		id: node.serverId,
-		name: node.name,
-		attributes: node.attributes,
-		resource: node.resource,
-		enabled: node.enabled,
-	};
-}
-
-function mapperDraftOf(
-	node: DraftMapper,
-): Parameters<typeof buildPostableMapper>[0] {
-	return {
-		id: node.serverId,
-		name: node.name,
-		fieldContext: node.fieldContext,
-		sources: node.sources,
-		enabled: node.enabled,
-	};
-}
-
-async function persistMappers(
-	groupServerId: string,
-	snapshotMappers: DraftMapper[],
-	draftMappers: DraftMapper[],
-	m: SaveMutations,
-): Promise<void> {
-	const snapById = new Map(
-		snapshotMappers
-			.filter((mapper) => mapper.serverId)
-			.map((mapper) => [mapper.serverId as string, mapper]),
-	);
-	const draftServerIds = new Set(
-		draftMappers
-			.filter((mapper) => mapper.serverId)
-			.map((mapper) => mapper.serverId as string),
-	);
-
-	// Deleted mappers.
-	await Promise.all(
-		snapshotMappers
-			.filter((mapper) => mapper.serverId && !draftServerIds.has(mapper.serverId))
-			.map((mapper) => m.deleteMapper(groupServerId, mapper.serverId as string)),
-	);
-
-	// Created + updated mappers (sequential to keep ordering deterministic).
-	for (const mapper of draftMappers) {
-		if (!mapper.serverId) {
-			// eslint-disable-next-line no-await-in-loop
-			await m.createMapper(
-				groupServerId,
-				buildPostableMapper(mapperDraftOf(mapper)),
-			);
-		} else {
-			const snap = snapById.get(mapper.serverId);
-			if (!snap || mapperChanged(snap, mapper)) {
-				// eslint-disable-next-line no-await-in-loop
-				await m.updateMapper(
-					groupServerId,
-					mapper.serverId,
-					buildUpdatableMapper(mapperDraftOf(mapper)),
-				);
-			}
-		}
-	}
-}
-
-// Diffs the staged tree against the server snapshot and issues the minimal set
-// of create/update/delete calls to reconcile them.
-export async function persistDraft(
-	snapshot: DraftGroup[],
-	draft: DraftGroup[],
-	m: SaveMutations,
-): Promise<void> {
-	const snapById = new Map(
-		snapshot
-			.filter((group) => group.serverId)
-			.map((group) => [group.serverId as string, group]),
-	);
-	const draftServerIds = new Set(
-		draft
-			.filter((group) => group.serverId)
-			.map((group) => group.serverId as string),
-	);
-
-	// Apply additive work (creates/updates) before deletes, so a failure here
-	// leaves at worst an incomplete set of additions rather than groups that
-	// were deleted with no replacement persisted. Deletes are irreversible
-	// (they cascade mappers server-side), so we do them last, once everything
-	// else has succeeded.
-	for (const group of draft) {
-		if (!group.serverId) {
-			// eslint-disable-next-line no-await-in-loop
-			const newId = await m.createGroup(buildPostableGroup(groupDraftOf(group)));
-			// eslint-disable-next-line no-await-in-loop
-			await persistMappers(newId, [], group.mappers, m);
-			continue;
-		}
-
-		const snap = snapById.get(group.serverId);
-		if (!snap || groupChanged(snap, group)) {
-			// eslint-disable-next-line no-await-in-loop
-			await m.updateGroup(
-				group.serverId,
-				buildUpdatableGroup(groupDraftOf(group)),
-			);
-		}
-		// eslint-disable-next-line no-await-in-loop
-		await persistMappers(group.serverId, snap?.mappers ?? [], group.mappers, m);
-	}
-
-	// Deleted groups (cascades mappers server-side).
-	await Promise.all(
-		snapshot
-			.filter((group) => group.serverId && !draftServerIds.has(group.serverId))
-			.map((group) => m.deleteGroup(group.serverId as string)),
-	);
-}

frontend/src/container/LLMObservabilityAttributeMapping/testPayload.ts

@@ -1,135 +0,0 @@
-import {
-	SpantypesPostableSpanMapperTestDTO,
-	SpantypesPostableSpanMapperTestGroupDTO,
-	SpantypesSpanMapperTestSpanDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-import { DraftGroup } from './types';
-import {
-	buildPostableGroup,
-	buildPostableMapper,
-	groupDraftFromNode,
-	mapperDraftFromNode,
-} from './utils';
-
-// A group's mappers must be sent in full when the group is new (the backend has
-// no saved group of that name to backfill from) or when its mapper set has
-// diverged from the saved baseline. Otherwise we omit them and let the backend
-// load the saved mappers by group name — which also covers groups whose rows
-// were never expanded (their draft carries no mappers yet).
-function shouldSendMappers(
-	snap: DraftGroup | undefined,
-	group: DraftGroup,
-): boolean {
-	if (!snap) {
-		return true;
-	}
-	return JSON.stringify(snap.mappers) !== JSON.stringify(group.mappers);
-}
-
-// Builds the `groups` portion of the test request from the working draft,
-// sending each group's name/enabled/condition from the current draft and its
-// `mappers` only when they changed (null otherwise → backend backfills).
-export function buildTestGroups(
-	snapshot: DraftGroup[],
-	draft: DraftGroup[],
-): SpantypesPostableSpanMapperTestGroupDTO[] {
-	const snapById = new Map(
-		snapshot
-			.filter((group) => group.serverId)
-			.map((group) => [group.serverId as string, group]),
-	);
-
-	return draft.map((group) => {
-		const base = buildPostableGroup(groupDraftFromNode(group));
-		const snap = group.serverId ? snapById.get(group.serverId) : undefined;
-		return {
-			...base,
-			mappers: shouldSendMappers(snap, group)
-				? group.mappers.map((mapper) =>
-						buildPostableMapper(mapperDraftFromNode(mapper)),
-					)
-				: null,
-		};
-	});
-}
-
-// Parses the pasted JSON into a single test span. The pasted object is treated
-// as the span's attribute map (matching the sample shown to the user); resource
-// is left empty. Throws a friendly error on anything that isn't a JSON object.
-export function parseSpanInput(input: string): SpantypesSpanMapperTestSpanDTO {
-	const trimmed = input.trim();
-	if (!trimmed) {
-		throw new Error('Paste a JSON span object to run the test.');
-	}
-
-	let parsed: unknown;
-	try {
-		parsed = JSON.parse(trimmed);
-	} catch {
-		throw new Error(
-			'Invalid JSON — check for trailing commas or missing quotes.',
-		);
-	}
-
-	if (parsed === null || typeof parsed !== 'object' || Array.isArray(parsed)) {
-		throw new Error('Span must be a JSON object of attribute key-value pairs.');
-	}
-
-	return { attributes: parsed as Record<string, unknown>, resource: {} };
-}
-
-export function buildTestRequest(
-	snapshot: DraftGroup[],
-	draft: DraftGroup[],
-	input: string,
-): SpantypesPostableSpanMapperTestDTO {
-	return {
-		groups: buildTestGroups(snapshot, draft),
-		spans: [parseSpanInput(input)],
-	};
-}
-
-export type AttrChangeStatus = 'added' | 'changed' | 'unchanged' | 'removed';
-
-export interface AttrDiffEntry {
-	key: string;
-	value: unknown;
-	status: AttrChangeStatus;
-}
-
-function valuesEqual(a: unknown, b: unknown): boolean {
-	return JSON.stringify(a) === JSON.stringify(b);
-}
-
-// Diffs the span attributes a user pasted against the attributes the mappers
-// produced, so the UI can highlight which target keys got populated ('added'),
-// which source keys were consumed by a move ('removed'), and what stayed.
-// Added keys (the populated targets) sort first as the primary signal.
-export function diffSpanAttributes(
-	inputAttributes: Record<string, unknown>,
-	resultAttributes: Record<string, unknown>,
-): AttrDiffEntry[] {
-	const added: AttrDiffEntry[] = [];
-	const changed: AttrDiffEntry[] = [];
-	const unchanged: AttrDiffEntry[] = [];
-	const removed: AttrDiffEntry[] = [];
-
-	Object.entries(resultAttributes).forEach(([key, value]) => {
-		if (!(key in inputAttributes)) {
-			added.push({ key, value, status: 'added' });
-		} else if (!valuesEqual(inputAttributes[key], value)) {
-			changed.push({ key, value, status: 'changed' });
-		} else {
-			unchanged.push({ key, value, status: 'unchanged' });
-		}
-	});
-
-	Object.entries(inputAttributes).forEach(([key, value]) => {
-		if (!(key in resultAttributes)) {
-			removed.push({ key, value, status: 'removed' });
-		}
-	});
-
-	return [...added, ...changed, ...unchanged, ...removed];
-}

frontend/src/container/LLMObservabilityAttributeMapping/types.ts

@@ -1,84 +0,0 @@
-import {
-	SpantypesFieldContextDTO,
-	SpantypesSpanMapperConfigDTO,
-	SpantypesSpanMapperDTO,
-	SpantypesSpanMapperGroupConditionDTO,
-	SpantypesSpanMapperGroupDTO,
-	SpantypesSpanMapperOperationDTO,
-	SpantypesSpanMapperSourceDTO,
-} from 'api/generated/services/sigNoz.schemas';
-
-export type MapperGroup = SpantypesSpanMapperGroupDTO;
-export type MapperGroupCondition =
-	NonNullable<SpantypesSpanMapperGroupConditionDTO>;
-export type Mapper = SpantypesSpanMapperDTO;
-export type MapperConfig = SpantypesSpanMapperConfigDTO;
-export type MapperSource = SpantypesSpanMapperSourceDTO;
-
-export const FieldContext = SpantypesFieldContextDTO;
-export const MapperOperation = SpantypesSpanMapperOperationDTO;
-
-export type FieldContextValue = SpantypesFieldContextDTO;
-export type MapperOperationValue = SpantypesSpanMapperOperationDTO;
-
-// A single human-readable condition clause shown in the group's Filters column.
-export interface ConditionFilter {
-	context: 'attribute' | 'resource';
-	key: string;
-}
-
-export type MapperDraftMode = 'add' | 'edit';
-
-// One source candidate. `context` is where the key is read from (span
-// attribute or resource); `operation` is move (delete source) or copy (keep).
-// Priority is implicit in list order (top wins), derived on save.
-export interface SourceConfig {
-	key: string;
-	context: SpantypesFieldContextDTO;
-	operation: SpantypesSpanMapperOperationDTO;
-}
-
-// Editable form state for a mapper. `sources` is ordered highest priority
-// first; `fieldContext` is where the standardized target is written.
-export interface MapperDraft {
-	id: string | null;
-	name: string;
-	fieldContext: SpantypesFieldContextDTO;
-	sources: SourceConfig[];
-	enabled: boolean;
-}
-
-// Editable form state for a group. The group runs when a span carries a
-// span-attribute key matching `attributes` OR a resource key matching
-// `resource` (plain substring match).
-export interface GroupDraft {
-	id: string | null;
-	name: string;
-	attributes: string[];
-	resource: string[];
-	enabled: boolean;
-}
-
-// Working-copy node for a mapper. `localId` is a stable client key (the server
-// id once persisted, or a temporary id for not-yet-saved rows). `serverId` is
-// null until the row has been persisted.
-export interface DraftMapper {
-	localId: string;
-	serverId: string | null;
-	name: string;
-	fieldContext: SpantypesFieldContextDTO;
-	sources: SourceConfig[];
-	enabled: boolean;
-}
-
-// Working-copy node for a group, holding its mappers inline so the whole tree
-// can be staged locally and diffed against the server snapshot on save.
-export interface DraftGroup {
-	localId: string;
-	serverId: string | null;
-	name: string;
-	attributes: string[];
-	resource: string[];
-	enabled: boolean;
-	mappers: DraftMapper[];
-}

frontend/src/container/LLMObservabilityAttributeMapping/useAttributeMappingStore.ts

@@ -1,318 +0,0 @@
-import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
-import { toast } from '@signozhq/ui/sonner';
-import { useQueryClient } from 'react-query';
-import {
-	useCreateSpanMapper,
-	useCreateSpanMapperGroup,
-	useDeleteSpanMapper,
-	useDeleteSpanMapperGroup,
-	useListSpanMapperGroups,
-	useUpdateSpanMapper,
-	useUpdateSpanMapperGroup,
-} from 'api/generated/services/spanmapper';
-
-import { persistDraft, SaveMutations } from './saveDraft';
-import {
-	DraftGroup,
-	GroupDraft,
-	Mapper,
-	MapperDraft,
-	MapperGroup,
-} from './types';
-import {
-	buildDraftGroup,
-	buildDraftMapper,
-	nodeFromGroupDraft,
-	nodeFromMapperDraft,
-} from './utils';
-
-const GROUPS_KEY_PREFIX = '/api/v1/span_mapper_groups';
-
-function clone(groups: DraftGroup[]): DraftGroup[] {
-	return JSON.parse(JSON.stringify(groups)) as DraftGroup[];
-}
-
-export interface AttributeMappingStore {
-	groups: DraftGroup[];
-	// The last-saved server baseline the working `groups` are diffed against.
-	// Exposed so the Test tab can send only the groups whose mappers changed.
-	snapshot: DraftGroup[];
-	isLoading: boolean;
-	isError: boolean;
-	isDirty: boolean;
-	isSaving: boolean;
-	saveError: string | null;
-	upsertGroup: (draft: GroupDraft) => void;
-	removeGroup: (localId: string) => void;
-	toggleGroup: (localId: string, enabled: boolean) => void;
-	hydrateGroupMappers: (groupServerId: string, mappers: Mapper[]) => void;
-	upsertMapper: (groupLocalId: string, draft: MapperDraft) => void;
-	removeMapper: (groupLocalId: string, mapperLocalId: string) => void;
-	toggleMapper: (
-		groupLocalId: string,
-		mapperLocalId: string,
-		enabled: boolean,
-	) => void;
-	save: () => Promise<void>;
-	discard: () => void;
-}
-
-export function useAttributeMappingStore(): AttributeMappingStore {
-	const queryClient = useQueryClient();
-
-	const groupsQuery = useListSpanMapperGroups();
-	const serverGroups: MapperGroup[] = useMemo(
-		() => groupsQuery.data?.data?.items ?? [],
-		[groupsQuery.data],
-	);
-
-	const ready = !groupsQuery.isLoading;
-
-	// A group's mappers are fetched lazily when its row is first expanded (see
-	// MappersTable -> hydrateGroupMappers) and cached here, keyed by group server
-	// id. Page load stays a single groups request — never an N+1 fan-out across
-	// every group.
-	const [loadedMappers, setLoadedMappers] = useState<Record<string, Mapper[]>>(
-		{},
-	);
-	const loadedRef = useRef<Set<string>>(new Set());
-
-	const snapshot = useMemo<DraftGroup[]>(() => {
-		if (!ready) {
-			return [];
-		}
-		return serverGroups.map((group) =>
-			buildDraftGroup(group, loadedMappers[group.id] ?? []),
-		);
-	}, [ready, serverGroups, loadedMappers]);
-
-	const [draft, setDraft] = useState<DraftGroup[] | null>(null);
-
-	// Initialise the working copy once data is ready (and re-init after a save
-	// clears it). Never clobbers in-flight edits — only runs when draft is null.
-	useEffect(() => {
-		if (ready && draft === null) {
-			setDraft(clone(snapshot));
-		}
-	}, [ready, draft, snapshot]);
-
-	const [isSaving, setIsSaving] = useState(false);
-	const [saveError, setSaveError] = useState<string | null>(null);
-
-	const { mutateAsync: createGroup } = useCreateSpanMapperGroup();
-	const { mutateAsync: updateGroup } = useUpdateSpanMapperGroup();
-	const { mutateAsync: deleteGroup } = useDeleteSpanMapperGroup();
-	const { mutateAsync: createMapper } = useCreateSpanMapper();
-	const { mutateAsync: updateMapper } = useUpdateSpanMapper();
-	const { mutateAsync: deleteMapper } = useDeleteSpanMapper();
-
-	const mutations: SaveMutations = useMemo(
-		() => ({
-			createGroup: async (data): Promise<string> => {
-				const result = await createGroup({ data });
-				return result.data.id;
-			},
-			updateGroup: async (groupId, data): Promise<void> => {
-				await updateGroup({ pathParams: { groupId }, data });
-			},
-			deleteGroup: async (groupId): Promise<void> => {
-				await deleteGroup({ pathParams: { groupId } });
-			},
-			createMapper: async (groupId, data): Promise<void> => {
-				await createMapper({ pathParams: { groupId }, data });
-			},
-			updateMapper: async (groupId, mapperId, data): Promise<void> => {
-				await updateMapper({ pathParams: { groupId, mapperId }, data });
-			},
-			deleteMapper: async (groupId, mapperId): Promise<void> => {
-				await deleteMapper({ pathParams: { groupId, mapperId } });
-			},
-		}),
-		[
-			createGroup,
-			updateGroup,
-			deleteGroup,
-			createMapper,
-			updateMapper,
-			deleteMapper,
-		],
-	);
-
-	const upsertGroup = useCallback((groupDraft: GroupDraft): void => {
-		setDraft((prev) => {
-			const groups = prev ?? [];
-			if (groupDraft.id) {
-				return groups.map((group) =>
-					group.localId === groupDraft.id
-						? nodeFromGroupDraft(groupDraft, group)
-						: group,
-				);
-			}
-			return [...groups, nodeFromGroupDraft(groupDraft)];
-		});
-	}, []);
-
-	const removeGroup = useCallback((localId: string): void => {
-		setDraft((prev) => (prev ?? []).filter((group) => group.localId !== localId));
-	}, []);
-
-	const toggleGroup = useCallback((localId: string, enabled: boolean): void => {
-		setDraft((prev) =>
-			(prev ?? []).map((group) =>
-				group.localId === localId ? { ...group, enabled } : group,
-			),
-		);
-	}, []);
-
-	// Fold a group's freshly-fetched server mappers into both the snapshot
-	// baseline and the working draft, exactly once per group (the guard skips
-	// re-expands). The "Add mapping" affordance renders while the fetch is still
-	// in flight, so a user can stage a new mapper (serverId === null) before the
-	// server list arrives — those unsaved rows are preserved, with the server
-	// mappers folded in ahead of them, so a racing add isn't clobbered.
-	const hydrateGroupMappers = useCallback(
-		(groupServerId: string, mappers: Mapper[]): void => {
-			if (loadedRef.current.has(groupServerId)) {
-				return;
-			}
-			loadedRef.current.add(groupServerId);
-			setLoadedMappers((prev) => ({ ...prev, [groupServerId]: mappers }));
-			setDraft((prev) =>
-				prev === null
-					? prev
-					: prev.map((group) =>
-							group.serverId === groupServerId
-								? {
-										...group,
-										mappers: [
-											...mappers.map(buildDraftMapper),
-											...group.mappers.filter((mapper) => mapper.serverId === null),
-										],
-									}
-								: group,
-						),
-			);
-		},
-		[],
-	);
-
-	const upsertMapper = useCallback(
-		(groupLocalId: string, mapperDraft: MapperDraft): void => {
-			setDraft((prev) =>
-				(prev ?? []).map((group) => {
-					if (group.localId !== groupLocalId) {
-						return group;
-					}
-					if (mapperDraft.id) {
-						return {
-							...group,
-							mappers: group.mappers.map((mapper) =>
-								mapper.localId === mapperDraft.id
-									? nodeFromMapperDraft(mapperDraft, mapper)
-									: mapper,
-							),
-						};
-					}
-					return {
-						...group,
-						mappers: [...group.mappers, nodeFromMapperDraft(mapperDraft)],
-					};
-				}),
-			);
-		},
-		[],
-	);
-
-	const removeMapper = useCallback(
-		(groupLocalId: string, mapperLocalId: string): void => {
-			setDraft((prev) =>
-				(prev ?? []).map((group) =>
-					group.localId === groupLocalId
-						? {
-								...group,
-								mappers: group.mappers.filter(
-									(mapper) => mapper.localId !== mapperLocalId,
-								),
-							}
-						: group,
-				),
-			);
-		},
-		[],
-	);
-
-	const toggleMapper = useCallback(
-		(groupLocalId: string, mapperLocalId: string, enabled: boolean): void => {
-			setDraft((prev) =>
-				(prev ?? []).map((group) =>
-					group.localId === groupLocalId
-						? {
-								...group,
-								mappers: group.mappers.map((mapper) =>
-									mapper.localId === mapperLocalId ? { ...mapper, enabled } : mapper,
-								),
-							}
-						: group,
-				),
-			);
-		},
-		[],
-	);
-
-	const discard = useCallback((): void => {
-		setSaveError(null);
-		setDraft(clone(snapshot));
-	}, [snapshot]);
-
-	const save = useCallback(async (): Promise<void> => {
-		if (!draft) {
-			return;
-		}
-		setIsSaving(true);
-		setSaveError(null);
-		try {
-			await persistDraft(snapshot, draft, mutations);
-			await queryClient.invalidateQueries({
-				predicate: (query) =>
-					typeof query.queryKey?.[0] === 'string' &&
-					(query.queryKey[0] as string).startsWith(GROUPS_KEY_PREFIX),
-			});
-			// Drop lazily-loaded mappers and re-initialise the working copy from the
-			// freshly-fetched server data; expanded rows re-hydrate on next render.
-			loadedRef.current = new Set();
-			setLoadedMappers({});
-			setDraft(null);
-			toast.success('Attribute mapping changes saved');
-		} catch (error) {
-			const message = error instanceof Error ? error.message : 'Save failed';
-			setSaveError(message);
-			toast.error(`Failed to save changes: ${message}`);
-		} finally {
-			setIsSaving(false);
-		}
-	}, [draft, snapshot, mutations, queryClient]);
-
-	const isDirty = useMemo(
-		() => draft !== null && JSON.stringify(draft) !== JSON.stringify(snapshot),
-		[draft, snapshot],
-	);
-
-	return {
-		groups: draft ?? [],
-		snapshot,
-		isLoading: !ready || draft === null,
-		isError: groupsQuery.isError,
-		isDirty,
-		isSaving,
-		saveError,
-		upsertGroup,
-		removeGroup,
-		toggleGroup,
-		hydrateGroupMappers,
-		upsertMapper,
-		removeMapper,
-		toggleMapper,
-		save,
-		discard,
-	};
-}

frontend/src/container/LLMObservabilityAttributeMapping/useGroupFormDrawer.ts

@@ -1,40 +0,0 @@
-import { useCallback, useState } from 'react';
-
-import { DraftGroup, GroupDraft, MapperDraftMode } from './types';
-import { EMPTY_GROUP_DRAFT, groupDraftFromNode } from './utils';
-
-interface UseGroupFormDrawer {
-	isOpen: boolean;
-	mode: MapperDraftMode;
-	draft: GroupDraft;
-	setDraft: (next: GroupDraft) => void;
-	openForAdd: () => void;
-	openForEdit: (group: DraftGroup) => void;
-	close: () => void;
-}
-
-// Form state for the group drawer. Persistence is staged through the store,
-// so this hook only owns open/draft/mode.
-export function useGroupFormDrawer(): UseGroupFormDrawer {
-	const [isOpen, setIsOpen] = useState<boolean>(false);
-	const [mode, setMode] = useState<MapperDraftMode>('add');
-	const [draft, setDraft] = useState<GroupDraft>(EMPTY_GROUP_DRAFT);
-
-	const openForAdd = useCallback((): void => {
-		setMode('add');
-		setDraft(EMPTY_GROUP_DRAFT);
-		setIsOpen(true);
-	}, []);
-
-	const openForEdit = useCallback((group: DraftGroup): void => {
-		setMode('edit');
-		setDraft(groupDraftFromNode(group));
-		setIsOpen(true);
-	}, []);
-
-	const close = useCallback((): void => {
-		setIsOpen(false);
-	}, []);
-
-	return { isOpen, mode, draft, setDraft, openForAdd, openForEdit, close };
-}

frontend/src/container/LLMObservabilityAttributeMapping/useMapperFormDrawer.ts

@@ -1,40 +0,0 @@
-import { useCallback, useState } from 'react';
-
-import { DraftMapper, MapperDraft, MapperDraftMode } from './types';
-import { EMPTY_MAPPER_DRAFT, mapperDraftFromNode } from './utils';
-
-interface UseMapperFormDrawerResult {
-	isOpen: boolean;
-	mode: MapperDraftMode;
-	draft: MapperDraft;
-	setDraft: (next: MapperDraft) => void;
-	openForAdd: () => void;
-	openForEdit: (mapper: DraftMapper) => void;
-	close: () => void;
-}
-
-// Form state for the mapper drawer. Persistence is staged through the store,
-// so this hook only owns open/draft/mode.
-export function useMapperFormDrawer(): UseMapperFormDrawerResult {
-	const [isOpen, setIsOpen] = useState<boolean>(false);
-	const [mode, setMode] = useState<MapperDraftMode>('add');
-	const [draft, setDraft] = useState<MapperDraft>(EMPTY_MAPPER_DRAFT);
-
-	const openForAdd = useCallback((): void => {
-		setMode('add');
-		setDraft(EMPTY_MAPPER_DRAFT);
-		setIsOpen(true);
-	}, []);
-
-	const openForEdit = useCallback((mapper: DraftMapper): void => {
-		setMode('edit');
-		setDraft(mapperDraftFromNode(mapper));
-		setIsOpen(true);
-	}, []);
-
-	const close = useCallback((): void => {
-		setIsOpen(false);
-	}, []);
-
-	return { isOpen, mode, draft, setDraft, openForAdd, openForEdit, close };
-}

frontend/src/container/LLMObservabilityAttributeMapping/useTestSpanMapper.ts

@@ -1,109 +0,0 @@
-import { useCallback, useState } from 'react';
-import {
-	RenderErrorResponseDTO,
-	SpantypesSpanMapperTestSpanDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { useTestSpanMappers } from 'api/generated/services/spanmapper';
-import { AxiosError } from 'axios';
-
-import { buildTestRequest } from './testPayload';
-import { DraftGroup } from './types';
-
-// Pre-filled sample so the tab is runnable on first open (mirrors the design).
-export const SAMPLE_SPAN_JSON = `{
-  "my_company.llm.input": "What is quantum computing?",
-  "llm.input_messages": "What is quantum computing?",
-  "gen_ai.request.model": "gpt-4",
-  "gen_ai.usage.total_tokens": 1250,
-  "gen_ai.content.completion": "Quantum computing leverages..."
-}`;
-
-function apiErrorMessage(error: unknown): string {
-	const axiosError = error as AxiosError<RenderErrorResponseDTO>;
-	return (
-		axiosError?.response?.data?.error?.message ??
-		(error instanceof Error ? error.message : 'Test failed. Please try again.')
-	);
-}
-
-export interface UseTestSpanMapper {
-	input: string;
-	setInput: (value: string) => void;
-	run: () => void;
-	reset: () => void;
-	isRunning: boolean;
-	result: SpantypesSpanMapperTestSpanDTO[] | null;
-	// The attributes that were actually submitted with the last successful run,
-	// so the result diff stays stable even if the textarea is edited afterwards.
-	testedAttributes: Record<string, unknown> | null;
-	error: string | null;
-}
-
-// Owns the Test tab's local state: the pasted span JSON, the parsed/built
-// request, and the result/error of the test mutation. Builds the request from
-// the working draft (sending only changed groups' mappers — see testPayload).
-export function useTestSpanMapper(
-	snapshot: DraftGroup[],
-	draft: DraftGroup[],
-): UseTestSpanMapper {
-	const [input, setInput] = useState<string>(SAMPLE_SPAN_JSON);
-	const [error, setError] = useState<string | null>(null);
-	const [result, setResult] = useState<SpantypesSpanMapperTestSpanDTO[] | null>(
-		null,
-	);
-	const [testedAttributes, setTestedAttributes] = useState<Record<
-		string,
-		unknown
-	> | null>(null);
-
-	const { mutate, isLoading } = useTestSpanMappers();
-
-	const run = useCallback((): void => {
-		setError(null);
-
-		let body;
-		try {
-			body = buildTestRequest(snapshot, draft, input);
-		} catch (parseError) {
-			setResult(null);
-			setError(apiErrorMessage(parseError));
-			return;
-		}
-
-		const submittedAttributes = (body.spans?.[0]?.attributes ?? {}) as Record<
-			string,
-			unknown
-		>;
-
-		mutate(
-			{ data: body },
-			{
-				onSuccess: (response) => {
-					setTestedAttributes(submittedAttributes);
-					setResult(response.data?.spans ?? []);
-				},
-				onError: (mutationError) => {
-					setResult(null);
-					setError(apiErrorMessage(mutationError));
-				},
-			},
-		);
-	}, [snapshot, draft, input, mutate]);
-
-	const reset = useCallback((): void => {
-		setError(null);
-		setResult(null);
-		setTestedAttributes(null);
-	}, []);
-
-	return {
-		input,
-		setInput,
-		run,
-		reset,
-		isRunning: isLoading,
-		result,
-		testedAttributes,
-		error,
-	};
-}

frontend/src/container/LLMObservabilityAttributeMapping/utils.ts

@@ -1,264 +0,0 @@
-import {
-	SpantypesPostableSpanMapperDTO,
-	SpantypesPostableSpanMapperGroupDTO,
-	SpantypesUpdatableSpanMapperDTO,
-	SpantypesUpdatableSpanMapperGroupDTO,
-} from 'api/generated/services/sigNoz.schemas';
-import { v4 as uuid } from 'uuid';
-
-import {
-	ConditionFilter,
-	DraftGroup,
-	DraftMapper,
-	FieldContext,
-	GroupDraft,
-	Mapper,
-	MapperDraft,
-	MapperGroup,
-	MapperOperation,
-	SourceConfig,
-} from './types';
-
-// Client-side id for not-yet-persisted rows. Prefixed so it never collides
-// with a server UUID and is easy to spot in logs.
-export function genLocalId(prefix: 'group' | 'mapper'): string {
-	return `local-${prefix}-${uuid()}`;
-}
-
-// Trimmed, de-duplicated, non-empty keys preserving input order.
-export function cleanKeys(keys: string[]): string[] {
-	const seen = new Set<string>();
-	const result: string[] = [];
-	keys.forEach((raw) => {
-		const key = raw.trim();
-		if (key && !seen.has(key)) {
-			seen.add(key);
-			result.push(key);
-		}
-	});
-	return result;
-}
-
-// Display clauses for a group's condition keys (span attribute keys first,
-// then resource keys).
-export function conditionFiltersFromGroup(group: {
-	attributes?: string[];
-	resource?: string[];
-}): ConditionFilter[] {
-	// TanStackTable renders skeleton placeholder rows through the cells on first
-	// render, so these arrays can be undefined before real data lands — default
-	// to empty rather than crashing the cell.
-	return [
-		...(group.attributes ?? []).map((key) => ({
-			context: 'attribute' as const,
-			key,
-		})),
-		...(group.resource ?? []).map((key) => ({
-			context: 'resource' as const,
-			key,
-		})),
-	];
-}
-
-// Source configs for a mapper, highest priority first (first match wins at
-// evaluation time).
-export function getMapperSources(mapper: Mapper): SourceConfig[] {
-	const sources = mapper.config?.sources ?? [];
-	return [...sources]
-		.sort((a, b) => b.priority - a.priority)
-		.map((source) => ({
-			key: source.key,
-			context: source.context,
-			operation: source.operation,
-		}));
-}
-
-export function createEmptySource(): SourceConfig {
-	return {
-		key: '',
-		context: FieldContext.attribute,
-		operation: MapperOperation.copy,
-	};
-}
-
-export const EMPTY_MAPPER_DRAFT: MapperDraft = {
-	id: null,
-	name: '',
-	fieldContext: FieldContext.attribute,
-	sources: [createEmptySource()],
-	enabled: true,
-};
-
-// Trimmed, de-duplicated (by context+key), non-empty sources in priority order,
-// preserving each source's context and operation. A key identifies a different
-// source per context (span attribute vs resource), so both can coexist; only an
-// exact (context, key) repeat is collapsed, keeping the higher-priority row.
-export function getCleanSources(draft: MapperDraft): SourceConfig[] {
-	const seen = new Set<string>();
-	const result: SourceConfig[] = [];
-	draft.sources.forEach((source) => {
-		const key = source.key.trim();
-		const dedupeKey = `${source.context}:${key}`;
-		if (key && !seen.has(dedupeKey)) {
-			seen.add(dedupeKey);
-			result.push({ ...source, key });
-		}
-	});
-	return result;
-}
-
-export function isMapperDraftValid(draft: MapperDraft): boolean {
-	return draft.name.trim().length > 0 && getCleanSources(draft).length > 0;
-}
-
-// Priority is derived from list order so the first row wins.
-function buildSources(
-	draft: MapperDraft,
-): SpantypesPostableSpanMapperDTO['config']['sources'] {
-	const sources = getCleanSources(draft);
-	return sources.map((source, index) => ({
-		key: source.key,
-		context: source.context,
-		operation: source.operation,
-		priority: sources.length - index,
-	}));
-}
-
-export function buildPostableMapper(
-	draft: MapperDraft,
-): SpantypesPostableSpanMapperDTO {
-	return {
-		name: draft.name.trim(),
-		fieldContext: draft.fieldContext,
-		enabled: draft.enabled,
-		config: { sources: buildSources(draft) },
-	};
-}
-
-// The target name is immutable on update (UpdatableSpanMapper has no name).
-export function buildUpdatableMapper(
-	draft: MapperDraft,
-): SpantypesUpdatableSpanMapperDTO {
-	return {
-		fieldContext: draft.fieldContext,
-		enabled: draft.enabled,
-		config: { sources: buildSources(draft) },
-	};
-}
-
-export const EMPTY_GROUP_DRAFT: GroupDraft = {
-	id: null,
-	name: '',
-	attributes: [''],
-	resource: [],
-	enabled: true,
-};
-
-export function isGroupDraftValid(draft: GroupDraft): boolean {
-	return draft.name.trim().length > 0;
-}
-
-export function buildPostableGroup(
-	draft: GroupDraft,
-): SpantypesPostableSpanMapperGroupDTO {
-	return {
-		name: draft.name.trim(),
-		enabled: draft.enabled,
-		condition: {
-			attributes: cleanKeys(draft.attributes),
-			resource: cleanKeys(draft.resource),
-		},
-	};
-}
-
-// A full group payload is also a valid partial-update payload (all updatable
-// fields are present), so we reuse the postable builder.
-export function buildUpdatableGroup(
-	draft: GroupDraft,
-): SpantypesUpdatableSpanMapperGroupDTO {
-	return buildPostableGroup(draft);
-}
-
-// ---- working-copy (draft tree) helpers ----
-
-export function buildDraftMapper(mapper: Mapper): DraftMapper {
-	return {
-		localId: mapper.id,
-		serverId: mapper.id,
-		name: mapper.name,
-		fieldContext: mapper.fieldContext,
-		sources: getMapperSources(mapper),
-		enabled: mapper.enabled,
-	};
-}
-
-export function buildDraftGroup(
-	group: MapperGroup,
-	mappers: Mapper[],
-): DraftGroup {
-	return {
-		localId: group.id,
-		serverId: group.id,
-		name: group.name,
-		attributes: group.condition?.attributes ?? [],
-		resource: group.condition?.resource ?? [],
-		enabled: group.enabled,
-		mappers: mappers.map(buildDraftMapper),
-	};
-}
-
-// DraftGroup -> editable form state (id carries the localId).
-export function groupDraftFromNode(group: DraftGroup): GroupDraft {
-	return {
-		id: group.localId,
-		name: group.name,
-		attributes: group.attributes.length > 0 ? group.attributes : [''],
-		resource: group.resource,
-		enabled: group.enabled,
-	};
-}
-
-// DraftMapper -> editable form state (id carries the localId).
-export function mapperDraftFromNode(mapper: DraftMapper): MapperDraft {
-	return {
-		id: mapper.localId,
-		name: mapper.name,
-		fieldContext: mapper.fieldContext,
-		sources:
-			mapper.sources.length > 0
-				? mapper.sources.map((source) => ({ ...source }))
-				: [createEmptySource()],
-		enabled: mapper.enabled,
-	};
-}
-
-// Form state -> working-copy node. Reuses cleanKeys/getCleanSourceKeys so the
-// staged tree already holds normalized values.
-export function nodeFromGroupDraft(
-	draft: GroupDraft,
-	existing?: DraftGroup,
-): DraftGroup {
-	return {
-		localId: existing?.localId ?? genLocalId('group'),
-		serverId: existing?.serverId ?? null,
-		name: draft.name.trim(),
-		attributes: cleanKeys(draft.attributes),
-		resource: cleanKeys(draft.resource),
-		enabled: draft.enabled,
-		mappers: existing?.mappers ?? [],
-	};
-}
-
-export function nodeFromMapperDraft(
-	draft: MapperDraft,
-	existing?: DraftMapper,
-): DraftMapper {
-	return {
-		localId: existing?.localId ?? genLocalId('mapper'),
-		serverId: existing?.serverId ?? null,
-		name: draft.name.trim(),
-		fieldContext: draft.fieldContext,
-		sources: getCleanSources(draft),
-		enabled: draft.enabled,
-	};
-}

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

@@ -206,7 +206,6 @@ export const routesToSkip = [
 	ROUTES.METER,
 	ROUTES.METER_EXPLORER_VIEWS,
 	ROUTES.SOMETHING_WENT_WRONG,
-	ROUTES.LLM_OBSERVABILITY_ATTRIBUTE_MAPPING,
 ];
 
 export const routesToDisable = [ROUTES.LOGS_EXPLORER, ROUTES.LIVE_LOGS];

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/pages/LLMObservabilityAttributeMapping/index.tsx

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

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(

frontend/src/utils/permission/index.ts

@@ -136,5 +136,4 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	AI_ASSISTANT_ICON_PREVIEW: ['ADMIN', 'EDITOR', 'VIEWER'],
 	MCP_SERVER: ['ADMIN', 'EDITOR', 'VIEWER'],
 	AI_ASSISTANT_BASE: ['ADMIN', 'EDITOR', 'VIEWER'],
-	LLM_OBSERVABILITY_ATTRIBUTE_MAPPING: ['ADMIN', 'EDITOR', 'VIEWER'],
 };

pkg/apiserver/signozapiserver/llmpricingrule.go

@@ -49,6 +49,26 @@ func (provider *provider) addLLMPricingRuleRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/llm_pricing_rules/unmapped_models", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.llmPricingRuleHandler.ListUnmappedModels),
+		handler.OpenAPIDef{
+			ID:                  "ListUnmappedLLMModels",
+			Tags:                []string{"llmpricingrules"},
+			Summary:             "List unmapped models",
+			Description:         "Returns models seen in the last hour of trace data (gen_ai.request.model) that no pricing rule pattern matches, so the user can add them to an existing rule or create a new one.",
+			Request:             nil,
+			RequestContentType:  "",
+			Response:            new(llmpricingruletypes.GettableUnmappedModels),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest},
+			Deprecated:          false,
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
 	if err := router.Handle("/api/v1/llm_pricing_rules/{id}", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.llmPricingRuleHandler.Get),
 		handler.OpenAPIDef{

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/llmpricingrule/impllmpricingrule/handler.go

@@ -118,6 +118,28 @@ func (h *handler) CreateOrUpdate(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusNoContent, nil)
 }
 
+// ListUnmappedModels handles GET /api/v1/llm_pricing_rules/unmapped_models.
+func (h *handler) ListUnmappedModels(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 30*time.Second)
+	defer cancel()
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	orgID := valuer.MustNewUUID(claims.OrgID)
+
+	models, err := h.module.ListUnmappedModels(ctx, orgID)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, llmpricingruletypes.NewGettableUnmappedModels(models))
+}
+
 // Delete handles DELETE /api/v1/llm_pricing_rules/{id}.
 func (h *handler) Delete(rw http.ResponseWriter, r *http.Request) {
 	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)

pkg/modules/llmpricingrule/impllmpricingrule/module.go

@@ -3,22 +3,30 @@ package impllmpricingrule
 import (
 	"context"
 	"encoding/json"
+	"fmt"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
+	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
 	"github.com/SigNoz/signoz/pkg/types/llmpricingruletypes"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
+// unmappedModelsLookback is the trace data window scanned to discover models in use.
+const unmappedModelsLookback = time.Hour
+
 type module struct {
-	store llmpricingruletypes.Store
+	store   llmpricingruletypes.Store
+	querier querier.Querier
 }
 
-func NewModule(store llmpricingruletypes.Store) llmpricingrule.Module {
-	return &module{store: store}
+func NewModule(store llmpricingruletypes.Store, querier querier.Querier) llmpricingrule.Module {
+	return &module{store: store, querier: querier}
 }
 
 func (module *module) List(ctx context.Context, orgID valuer.UUID, offset, limit int) ([]*llmpricingruletypes.LLMPricingRule, int, error) {
@@ -29,6 +37,28 @@ func (module *module) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID
 	return module.store.Get(ctx, orgID, id)
 }
 
+// ListUnmappedModels discovers the models present in the last hour of trace data
+// (gen_ai.request.model) and returns the ones that no pricing rule pattern matches.
+func (module *module) ListUnmappedModels(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.UnmappedModel, error) {
+	models, err := module.discoverModels(ctx, orgID)
+	if err != nil {
+		return nil, err
+	}
+
+	rules, _, err := module.store.List(ctx, orgID, 0, 10000)
+	if err != nil {
+		return nil, err
+	}
+
+	unmapped := make([]*llmpricingruletypes.UnmappedModel, 0, len(models))
+	for _, m := range models {
+		if !llmpricingruletypes.ModelMatchesAnyRule(m.ModelName, rules) {
+			unmapped = append(unmapped, m)
+		}
+	}
+	return unmapped, nil
+}
+
 // CreateOrUpdate applies a batch of pricing rule changes:
 //   - ID set       → match by id, overwrite fields.
 //   - SourceID set → match by source_id; if found overwrite, else insert.
@@ -135,3 +165,108 @@ func (module *module) findExisting(ctx context.Context, orgID valuer.UUID, u *ll
 		return nil, errors.Newf(errors.TypeNotFound, llmpricingruletypes.ErrCodePricingRuleNotFound, "rule has neither id nor sourceId")
 	}
 }
+
+// discoverModels runs a QBv5 traces aggregation grouped by gen_ai.request.model
+// over the lookback window and returns each distinct model with its span count.
+func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.UnmappedModel, error) {
+	now := time.Now()
+	req := &qbtypes.QueryRangeRequest{
+		Start:       uint64(now.Add(-unmappedModelsLookback).UnixMilli()),
+		End:         uint64(now.UnixMilli()),
+		RequestType: qbtypes.RequestTypeScalar,
+		CompositeQuery: qbtypes.CompositeQuery{
+			Queries: []qbtypes.QueryEnvelope{
+				{
+					Type: qbtypes.QueryTypeBuilder,
+					Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+						Name:   "A",
+						Signal: telemetrytypes.SignalTraces,
+						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", llmpricingruletypes.GenAIRequestModel)},
+						Aggregations: []qbtypes.TraceAggregation{
+							{Expression: "count()", Alias: "spanCount"},
+						},
+						GroupBy: []qbtypes.GroupByKey{
+							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+								Name:          llmpricingruletypes.GenAIRequestModel,
+								FieldContext:  telemetrytypes.FieldContextSpan,
+								FieldDataType: telemetrytypes.FieldDataTypeString,
+							}},
+							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
+								Name:          llmpricingruletypes.GenAIProviderName,
+								FieldContext:  telemetrytypes.FieldContextSpan,
+								FieldDataType: telemetrytypes.FieldDataTypeString,
+							}},
+						},
+						Limit: 1000,
+					},
+				},
+			},
+		},
+	}
+
+	resp, err := module.querier.QueryRange(ctx, orgID, req)
+	if err != nil {
+		return nil, err
+	}
+
+	return parseModels(resp), nil
+}
+
+// parseModels extracts the grouped model names and their span counts from a scalar response.
+func parseModels(resp *qbtypes.QueryRangeResponse) []*llmpricingruletypes.UnmappedModel {
+	if resp == nil || len(resp.Data.Results) == 0 {
+		return nil
+	}
+	sd, ok := resp.Data.Results[0].(*qbtypes.ScalarData)
+	if !ok || sd == nil {
+		return nil
+	}
+
+	modelIdx, providerIdx, countIdx := -1, -1, -1
+	for i, c := range sd.Columns {
+		switch c.Type {
+		case qbtypes.ColumnTypeGroup:
+			switch c.Name {
+			case llmpricingruletypes.GenAIRequestModel:
+				modelIdx = i
+			case llmpricingruletypes.GenAIProviderName:
+				providerIdx = i
+			}
+		case qbtypes.ColumnTypeAggregation:
+			countIdx = i
+		}
+	}
+	if modelIdx == -1 {
+		return nil
+	}
+
+	models := make([]*llmpricingruletypes.UnmappedModel, 0, len(sd.Data))
+	for _, row := range sd.Data {
+		name, _ := row[modelIdx].(string)
+		if name == "" {
+			continue
+		}
+		provider := ""
+		if providerIdx != -1 {
+			provider, _ = row[providerIdx].(string)
+		}
+		models = append(models, &llmpricingruletypes.UnmappedModel{ModelName: name, Provider: provider, SpanCount: toUint64(row, countIdx)})
+	}
+	return models
+}
+
+func toUint64(row []any, idx int) uint64 {
+	if idx < 0 || idx >= len(row) {
+		return 0
+	}
+	switch v := row[idx].(type) {
+	case uint64:
+		return v
+	case int64:
+		return uint64(v)
+	case float64:
+		return uint64(v)
+	default:
+		return 0
+	}
+}

pkg/modules/llmpricingrule/llmpricingrule.go

@@ -17,6 +17,7 @@ type Module interface {
 	Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*llmpricingruletypes.LLMPricingRule, error)
 	CreateOrUpdate(ctx context.Context, orgID valuer.UUID, userEmail string, rules []*llmpricingruletypes.UpdatableLLMPricingRule) (err error)
 	Delete(ctx context.Context, orgID, id valuer.UUID) error
+	ListUnmappedModels(ctx context.Context, orgID valuer.UUID) ([]*llmpricingruletypes.UnmappedModel, error)
 }
 
 // Handler defines the HTTP handler interface for pricing rule endpoints.
@@ -25,4 +26,5 @@ type Handler interface {
 	Get(rw http.ResponseWriter, r *http.Request)
 	CreateOrUpdate(rw http.ResponseWriter, r *http.Request)
 	Delete(rw http.ResponseWriter, r *http.Request)
+	ListUnmappedModels(rw http.ResponseWriter, r *http.Request)
 }

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, 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, 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, queries []qbtypes.Q
 	}
 
 	if len(metricNames) == 0 {
-		return nil, nil, nil
+		return nil, "", nil
 	}
 
 	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))
 
@@ -360,7 +363,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 			}
 			// Type is resolved now; validate aggregation compatibility against it.
 			if err := spec.Aggregations[i].ValidateForType(); err != nil {
-				return nil, nil, err
+				return nil, "", err
 			}
 			presentAggregations = append(presentAggregations, spec.Aggregations[i])
 		}
@@ -373,7 +376,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 	}
 
 	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_") }
@@ -384,33 +387,29 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 		}
 	}
 	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")
@@ -418,16 +417,16 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 		}
 		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/signoz/module.go

@@ -155,7 +155,7 @@ func NewModules(
 		CloudIntegration: cloudIntegrationModule,
 		TraceDetail:      impltracedetail.NewModule(impltracedetail.NewTraceStore(telemetryStore), providerSettings, config.TraceDetail),
 		SpanMapper:       implspanmapper.NewModule(implspanmapper.NewStore(sqlstore)),
-		LLMPricingRule:   impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore)),
+		LLMPricingRule:   impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore), querier),
 		Tag:              tagModule,
 	}
 }

pkg/telemetrymetrics/statement_builder.go

@@ -101,29 +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(

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/types/llmpricingruletypes/pricing.go

@@ -3,6 +3,7 @@ package llmpricingruletypes
 import (
 	"database/sql/driver"
 	"encoding/json"
+	"path"
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -16,6 +17,7 @@ const (
 	LLMCostFeatureType agentConf.AgentFeatureType = "llm_pricing"
 
 	GenAIRequestModel                  = "gen_ai.request.model"
+	GenAIProviderName                  = "gen_ai.provider.name"
 	GenAIUsageInputTokens              = "gen_ai.usage.input_tokens"
 	GenAIUsageOutputTokens             = "gen_ai.usage.output_tokens"
 	GenAIUsageCacheReadInputTokens     = "gen_ai.usage.cache_read.input_tokens"
@@ -136,6 +138,32 @@ type GettablePricingRules struct {
 	Limit  int                       `json:"limit"  required:"true"`
 }
 
+// UnmappedModel is a model observed in trace data (gen_ai.request.model) that
+// no pricing rule pattern matches, so no cost is being computed for it.
+type UnmappedModel struct {
+	ModelName string `json:"modelName" required:"true"`
+	Provider  string `json:"provider"`
+	SpanCount uint64 `json:"spanCount" required:"true"`
+}
+
+type GettableUnmappedModels struct {
+	Items []*UnmappedModel `json:"items" required:"true"`
+	Total int              `json:"total" required:"true"`
+}
+
+// ModelMatchesAnyRule reports whether model matches any rule's glob pattern,
+// mirroring the path.Match semantics the signozllmpricing OTel processor uses.
+func ModelMatchesAnyRule(model string, rules []*LLMPricingRule) bool {
+	for _, r := range rules {
+		for _, pattern := range r.ModelPattern {
+			if ok, err := path.Match(pattern, model); err == nil && ok {
+				return true
+			}
+		}
+	}
+	return false
+}
+
 func (LLMPricingRuleUnit) Enum() []any {
 	return []any{UnitPerMillionTokens}
 }
@@ -204,6 +232,13 @@ func NewGettableLLMPricingRulesFromLLMPricingRules(items []*LLMPricingRule, tota
 	}
 }
 
+func NewGettableUnmappedModels(items []*UnmappedModel) *GettableUnmappedModels {
+	return &GettableUnmappedModels{
+		Items: items,
+		Total: len(items),
+	}
+}
+
 func NewLLMPricingRuleFromUpdatable(u *UpdatableLLMPricingRule, orgID valuer.UUID, userEmail string, now time.Time) *LLMPricingRule {
 	isOverride := true
 	if u.IsOverride != nil {

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}
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-{"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(