Merge remote-tracking branch 'origin/main' into issue_5267

* fix: enable opamp for llmpricing

* fix: test files

* chore: cleanups

* fix: don't deploy to opamp if ff is disabled

* fix: enable spanmapper behild feature flag

.github/workflows/goci.yaml

@@ -140,3 +140,20 @@ jobs:
         run: |
           go run cmd/enterprise/*.go generate config web-settings
           git diff --compact-summary --exit-code || (echo; echo "Unexpected difference in web settings schema. Run go run cmd/enterprise/*.go generate config web-settings locally and commit."; exit 1)
+  transaction-groups:
+    if: |
+      github.event_name == 'merge_group' ||
+      (github.event_name == 'pull_request' && ! github.event.pull_request.head.repo.fork && github.event.pull_request.user.login != 'dependabot[bot]' && ! contains(github.event.pull_request.labels.*.name, 'safe-to-test')) ||
+      (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe-to-test'))
+    runs-on: ubuntu-latest
+    steps:
+      - name: self-checkout
+        uses: actions/checkout@v4
+      - name: go-install
+        uses: actions/setup-go@v5
+        with:
+          go-version: "1.24"
+      - name: generate-transaction-groups
+        run: |
+          go run cmd/enterprise/*.go generate config transaction-groups
+          git diff --compact-summary --exit-code || (echo; echo "Unexpected difference in transaction groups schema. Run go run cmd/enterprise/*.go generate config transaction-groups locally and commit."; exit 1)

.github/workflows/integrationci.yaml

@@ -38,6 +38,7 @@ jobs:
       fail-fast: false
       matrix:
         suite:
+          - spanmapper
           - alerts
           - basepath
           - callbackauthn

cmd/genconfig.go

@@ -6,12 +6,15 @@ import (
 	"reflect"
 	"strings"
 
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/web"
 	"github.com/spf13/cobra"
 	"github.com/swaggest/jsonschema-go"
 )
 
-const webSettingsSchemaPath = "docs/config/web-settings.json"
+const webSettingsSchemaPath = "frontend/src/schemas/generated/webSettings.schema.json"
+
+const transactionGroupsSchemaPath = "frontend/src/schemas/generated/transactionGroups.schema.json"
 
 func registerGenerateConfig(parentCmd *cobra.Command) {
 	configCmd := &cobra.Command{
@@ -27,6 +30,14 @@ func registerGenerateConfig(parentCmd *cobra.Command) {
 		},
 	})
 
+	configCmd.AddCommand(&cobra.Command{
+		Use:   "transaction-groups",
+		Short: "Generate JSON Schema for transaction groups",
+		RunE: func(currCmd *cobra.Command, args []string) error {
+			return generateTransactionGroups()
+		},
+	})
+
 	parentCmd.AddCommand(configCmd)
 }
 
@@ -52,6 +63,7 @@ func generateWebSettings() error {
 		return err
 	}
 
+	schema.WithTitle("WebSettings")
 	data, err := json.MarshalIndent(schema, "", "  ")
 	if err != nil {
 		return err
@@ -59,3 +71,31 @@ func generateWebSettings() error {
 
 	return os.WriteFile(webSettingsSchemaPath, append(data, '\n'), 0o600)
 }
+
+func generateTransactionGroups() error {
+	falseVal := false
+	noAdditional := jsonschema.SchemaOrBool{TypeBoolean: &falseVal}
+
+	reflector := jsonschema.Reflector{}
+	reflector.DefaultOptions = append(reflector.DefaultOptions,
+		jsonschema.InterceptSchema(func(params jsonschema.InterceptSchemaParams) (bool, error) {
+			if params.Value.Kind() == reflect.Struct {
+				params.Schema.AdditionalProperties = &noAdditional
+			}
+			return false, nil
+		}),
+	)
+
+	schema, err := reflector.Reflect(authtypes.TransactionGroups{})
+	if err != nil {
+		return err
+	}
+
+	schema.WithTitle("TransactionGroups")
+	data, err := json.MarshalIndent(schema, "", "  ")
+	if err != nil {
+		return err
+	}
+
+	return os.WriteFile(transactionGroupsSchemaPath, append(data, '\n'), 0o600)
+}

docs/api/openapi.yml

@@ -651,8 +651,6 @@ components:
           $ref: '#/components/schemas/AuthtypesTransactionGroups'
       required:
       - name
-      - description
-      - transactionGroups
       type: object
     AuthtypesPostableRotateToken:
       properties:
@@ -2407,6 +2405,46 @@ components:
         to_user:
           type: string
       type: object
+    CoretypesKind:
+      enum:
+      - anonymous
+      - organization
+      - role
+      - serviceaccount
+      - user
+      - notification-channel
+      - route-policy
+      - apdex-setting
+      - auth-domain
+      - session
+      - cloud-integration
+      - cloud-integration-service
+      - integration
+      - dashboard
+      - public-dashboard
+      - ingestion-key
+      - ingestion-limit
+      - pipeline
+      - user-preference
+      - org-preference
+      - quick-filter
+      - ttl-setting
+      - rule
+      - planned-maintenance
+      - saved-view
+      - trace-funnel
+      - factor-password
+      - factor-api-key
+      - license
+      - subscription
+      - logs
+      - traces
+      - metrics
+      - audit-logs
+      - meter-metrics
+      - logs-field
+      - traces-field
+      type: string
     CoretypesObject:
       properties:
         resource:
@@ -2448,7 +2486,7 @@ components:
     CoretypesResourceRef:
       properties:
         kind:
-          type: string
+          $ref: '#/components/schemas/CoretypesKind'
         type:
           $ref: '#/components/schemas/CoretypesType'
       required:
@@ -4016,8 +4054,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesClusterRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4028,7 +4064,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesDaemonSetRecord:
@@ -4085,8 +4120,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesDaemonSetRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4097,7 +4130,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesDeploymentRecord:
@@ -4154,8 +4186,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesDeploymentRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4166,7 +4196,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesHostFilter:
@@ -4232,8 +4261,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesHostRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4244,7 +4271,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesJobRecord:
@@ -4307,8 +4333,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesJobRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4319,7 +4343,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesNamespaceRecord:
@@ -4354,8 +4377,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesNamespaceRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4366,7 +4387,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesNodeCondition:
@@ -4431,8 +4451,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesNodeRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4443,7 +4461,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesPodCountsByPhase:
@@ -4529,8 +4546,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesPodRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4541,7 +4556,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesPostableClusters:
@@ -4804,16 +4818,6 @@ components:
       - end
       - limit
       type: object
-    InframonitoringtypesRequiredMetricsCheck:
-      properties:
-        missingMetrics:
-          items:
-            type: string
-          nullable: true
-          type: array
-      required:
-      - missingMetrics
-      type: object
     InframonitoringtypesResponseType:
       enum:
       - list
@@ -4873,8 +4877,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesStatefulSetRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4885,7 +4887,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     InframonitoringtypesVolumeRecord:
@@ -4933,8 +4934,6 @@ components:
           items:
             $ref: '#/components/schemas/InframonitoringtypesVolumeRecord'
           type: array
-        requiredMetricsCheck:
-          $ref: '#/components/schemas/InframonitoringtypesRequiredMetricsCheck'
         total:
           type: integer
         type:
@@ -4945,7 +4944,6 @@ components:
       - type
       - records
       - total
-      - requiredMetricsCheck
       - endTimeBeforeRetention
       type: object
     LlmpricingruletypesGettablePricingRules:
@@ -7070,6 +7068,19 @@ components:
       required:
       - items
       type: object
+    SpantypesGettableSpanMapperTest:
+      properties:
+        collectorLogs:
+          items:
+            type: string
+          nullable: true
+          type: array
+        spans:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMapperTestSpan'
+          nullable: true
+          type: array
+      type: object
     SpantypesGettableTraceAggregations:
       properties:
         aggregations:
@@ -7157,6 +7168,39 @@ components:
       - name
       - condition
       type: object
+    SpantypesPostableSpanMapperTest:
+      properties:
+        groups:
+          items:
+            $ref: '#/components/schemas/SpantypesPostableSpanMapperTestGroup'
+          nullable: true
+          type: array
+        spans:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMapperTestSpan'
+          nullable: true
+          type: array
+      required:
+      - spans
+      - groups
+      type: object
+    SpantypesPostableSpanMapperTestGroup:
+      properties:
+        condition:
+          $ref: '#/components/schemas/SpantypesSpanMapperGroupCondition'
+        enabled:
+          type: boolean
+        mappers:
+          items:
+            $ref: '#/components/schemas/SpantypesPostableSpanMapper'
+          nullable: true
+          type: array
+        name:
+          type: string
+      required:
+      - name
+      - condition
+      type: object
     SpantypesPostableTraceAggregations:
       properties:
         aggregations:
@@ -7318,6 +7362,17 @@ components:
       - operation
       - priority
       type: object
+    SpantypesSpanMapperTestSpan:
+      properties:
+        attributes:
+          additionalProperties: {}
+          nullable: true
+          type: object
+        resource:
+          additionalProperties: {}
+          nullable: true
+          type: object
+      type: object
     SpantypesUpdatableSpanMapper:
       properties:
         config:
@@ -12946,6 +13001,69 @@ paths:
       summary: Update a span mapper
       tags:
       - spanmapper
+  /api/v1/span_mapper_groups/test:
+    post:
+      deprecated: false
+      description: Tests how span mappers would transform sample spans
+      operationId: TestSpanMappers
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SpantypesPostableSpanMapperTest'
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/SpantypesGettableSpanMapperTest'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Test span mappers against sample spans
+      tags:
+      - spanmapper
   /api/v1/stats:
     get:
       deprecated: false
@@ -14844,10 +14962,10 @@ paths:
         for custom groupBy keys; in both modes every row aggregates nodes and pods
         in the group. Supports filtering via a filter expression, custom groupBy,
         ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination
-        via offset/limit. Also reports missing required metrics and whether the requested
-        time range falls before the data retention boundary. Numeric metric fields
-        (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable)
-        return -1 as a sentinel when no data is available for that field.'
+        via offset/limit. Also reports whether the requested time range falls before
+        the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable,
+        clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data
+        is available for that field.'
       operationId: ListClusters
       requestBody:
         content:
@@ -14920,11 +15038,11 @@ paths:
         row aggregates pods owned by daemonsets in the group. Supports filtering via
         a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit
         / memory / memory_request / memory_limit / desired_nodes / current_nodes,
-        and pagination via offset/limit. Also reports missing required metrics and
-        whether the requested time range falls before the data retention boundary.
-        Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit,
-        daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes,
-        currentNodes) return -1 as a sentinel when no data is available for that field.'
+        and pagination via offset/limit. Also reports whether the requested time range
+        falls before the data retention boundary. Numeric metric fields (daemonSetCPU,
+        daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest,
+        daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel
+        when no data is available for that field.'
       operationId: ListDaemonSets
       requestBody:
         content:
@@ -14995,11 +15113,11 @@ paths:
         group. Supports filtering via a filter expression, custom groupBy, ordering
         by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit
         / desired_pods / available_pods, and pagination via offset/limit. Also reports
-        missing required metrics and whether the requested time range falls before
-        the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest,
-        deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit,
-        desiredPods, availablePods) return -1 as a sentinel when no data is available
-        for that field.'
+        whether the requested time range falls before the data retention boundary.
+        Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit,
+        deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods,
+        availablePods) return -1 as a sentinel when no data is available for that
+        field.'
       operationId: ListDeployments
       requestBody:
         content:
@@ -15064,10 +15182,9 @@ paths:
         custom groupBy to aggregate hosts by any attribute, ordering by any of the
         five metrics, and pagination via offset/limit. The response type is ''list''
         for the default host.name grouping or ''grouped_list'' for custom groupBy
-        keys. Also reports missing required metrics and whether the requested time
-        range falls before the data retention boundary. Numeric metric fields (cpu,
-        memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available
-        for that field.'
+        keys. Also reports whether the requested time range falls before the data
+        retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage)
+        return -1 as a sentinel when no data is available for that field.'
       operationId: ListHosts
       requestBody:
         content:
@@ -15141,11 +15258,11 @@ paths:
         jobs in the group. Supports filtering via a filter expression, custom groupBy,
         ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit
         / desired_successful_pods / active_pods / failed_pods / successful_pods, and
-        pagination via offset/limit. Also reports missing required metrics and whether
-        the requested time range falls before the data retention boundary. Numeric
-        metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest,
-        jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods)
-        return -1 as a sentinel when no data is available for that field.'
+        pagination via offset/limit. Also reports whether the requested time range
+        falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest,
+        jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods,
+        activePods, failedPods, successfulPods) return -1 as a sentinel when no data
+        is available for that field.'
       operationId: ListJobs
       requestBody:
         content:
@@ -15210,10 +15327,10 @@ paths:
         type is ''list'' for the default k8s.namespace.name grouping or ''grouped_list''
         for custom groupBy keys; in both modes every row aggregates pods in the group.
         Supports filtering via a filter expression, custom groupBy, ordering by cpu
-        / memory, and pagination via offset/limit. Also reports missing required metrics
-        and whether the requested time range falls before the data retention boundary.
-        Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel
-        when no data is available for that field.'
+        / memory, and pagination via offset/limit. Also reports whether the requested
+        time range falls before the data retention boundary. Numeric metric fields
+        (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available
+        for that field.'
       operationId: ListNamespaces
       requestBody:
         content:
@@ -15281,10 +15398,10 @@ paths:
         for custom groupBy keys (each row aggregates nodes in the group; condition
         stays no_data). Supports filtering via a filter expression, custom groupBy,
         ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination
-        via offset/limit. Also reports missing required metrics and whether the requested
-        time range falls before the data retention boundary. Numeric metric fields
-        (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1
-        as a sentinel when no data is available for that field.'
+        via offset/limit. Also reports whether the requested time range falls before
+        the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable,
+        nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is
+        available for that field.'
       operationId: ListNodes
       requestBody:
         content:
@@ -15353,11 +15470,10 @@ paths:
         is one pod with its current phase) or ''grouped_list'' for custom groupBy
         keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase:
         { pending, running, succeeded, failed, unknown } derived from each pod''s
-        latest phase in the window). Also reports missing required metrics and whether
-        the requested time range falls before the data retention boundary. Numeric
-        metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest,
-        podMemoryLimit, podAge) return -1 as a sentinel when no data is available
-        for that field.'
+        latest phase in the window). Also reports whether the requested time range
+        falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest,
+        podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1
+        as a sentinel when no data is available for that field.'
       operationId: ListPods
       requestBody:
         content:
@@ -15424,11 +15540,10 @@ paths:
         usage, inodes, inodes_free, inodes_used), and pagination via offset/limit.
         The response type is ''list'' for the default k8s.persistentvolumeclaim.name
         grouping or ''grouped_list'' for custom groupBy keys; in both modes every
-        row aggregates volumes in the group. Also reports missing required metrics
-        and whether the requested time range falls before the data retention boundary.
-        Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes,
-        volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is
-        available for that field.'
+        row aggregates volumes in the group. Also reports whether the requested time
+        range falls before the data retention boundary. Numeric metric fields (volumeAvailable,
+        volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed)
+        return -1 as a sentinel when no data is available for that field.'
       operationId: ListVolumes
       requestBody:
         content:
@@ -15499,11 +15614,10 @@ paths:
         statefulsets in the group. Supports filtering via a filter expression, custom
         groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request
         / memory_limit / desired_pods / current_pods, and pagination via offset/limit.
-        Also reports missing required metrics and whether the requested time range
-        falls before the data retention boundary. Numeric metric fields (statefulSetCPU,
-        statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest,
-        statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel
-        when no data is available for that field.'
+        Also reports whether the requested time range falls before the data retention
+        boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit,
+        statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods,
+        currentPods) return -1 as a sentinel when no data is available for that field.'
       operationId: ListStatefulSets
       requestBody:
         content:
@@ -15662,16 +15776,20 @@ paths:
       summary: List metric names
       tags:
       - metrics
-  /api/v2/metrics/{metric_name}/alerts:
+  /api/v2/metrics/alerts:
     get:
       deprecated: false
       description: This endpoint returns associated alerts for a specified metric
       operationId: GetMetricAlerts
       parameters:
-      - in: path
-        name: metric_name
+      - description: The name of the metric. May contain slashes (e.g. cloud-provider
+          metrics like run.googleapis.com/request_latencies).
+        in: query
+        name: metricName
         required: true
         schema:
+          description: The name of the metric. May contain slashes (e.g. cloud-provider
+            metrics like run.googleapis.com/request_latencies).
           type: string
       responses:
         "200":
@@ -15726,28 +15844,36 @@ paths:
       summary: Get metric alerts
       tags:
       - metrics
-  /api/v2/metrics/{metric_name}/attributes:
+  /api/v2/metrics/attributes:
     get:
       deprecated: false
       description: This endpoint returns attribute keys and their unique values for
         a specified metric
       operationId: GetMetricAttributes
       parameters:
-      - in: query
-        name: start
-        schema:
-          nullable: true
-          type: integer
-      - in: query
-        name: end
-        schema:
-          nullable: true
-          type: integer
-      - in: path
-        name: metric_name
+      - description: The name of the metric. May contain slashes (e.g. cloud-provider
+          metrics like run.googleapis.com/request_latencies).
+        in: query
+        name: metricName
         required: true
         schema:
+          description: The name of the metric. May contain slashes (e.g. cloud-provider
+            metrics like run.googleapis.com/request_latencies).
           type: string
+      - description: Start of the time range as a Unix timestamp in milliseconds.
+        in: query
+        name: start
+        schema:
+          description: Start of the time range as a Unix timestamp in milliseconds.
+          nullable: true
+          type: integer
+      - description: End of the time range as a Unix timestamp in milliseconds.
+        in: query
+        name: end
+        schema:
+          description: End of the time range as a Unix timestamp in milliseconds.
+          nullable: true
+          type: integer
       responses:
         "200":
           content:
@@ -15801,16 +15927,20 @@ paths:
       summary: Get metric attributes
       tags:
       - metrics
-  /api/v2/metrics/{metric_name}/dashboards:
+  /api/v2/metrics/dashboards:
     get:
       deprecated: false
       description: This endpoint returns associated dashboards for a specified metric
       operationId: GetMetricDashboards
       parameters:
-      - in: path
-        name: metric_name
+      - description: The name of the metric. May contain slashes (e.g. cloud-provider
+          metrics like run.googleapis.com/request_latencies).
+        in: query
+        name: metricName
         required: true
         schema:
+          description: The name of the metric. May contain slashes (e.g. cloud-provider
+            metrics like run.googleapis.com/request_latencies).
           type: string
       responses:
         "200":
@@ -15865,17 +15995,21 @@ paths:
       summary: Get metric dashboards
       tags:
       - metrics
-  /api/v2/metrics/{metric_name}/highlights:
+  /api/v2/metrics/highlights:
     get:
       deprecated: false
       description: This endpoint returns highlights like number of datapoints, totaltimeseries,
         active time series, last received time for a specified metric
       operationId: GetMetricHighlights
       parameters:
-      - in: path
-        name: metric_name
+      - description: The name of the metric. May contain slashes (e.g. cloud-provider
+          metrics like run.googleapis.com/request_latencies).
+        in: query
+        name: metricName
         required: true
         schema:
+          description: The name of the metric. May contain slashes (e.g. cloud-provider
+            metrics like run.googleapis.com/request_latencies).
           type: string
       responses:
         "200":
@@ -15930,17 +16064,79 @@ paths:
       summary: Get metric highlights
       tags:
       - metrics
-  /api/v2/metrics/{metric_name}/metadata:
+  /api/v2/metrics/inspect:
+    post:
+      deprecated: false
+      description: Returns raw time series data points for a metric within a time
+        range (max 30 minutes). Each series includes labels and timestamp/value pairs.
+      operationId: InspectMetrics
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/MetricsexplorertypesInspectMetricsRequest'
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/MetricsexplorertypesInspectMetricsResponse'
+                  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: Inspect raw metric data points
+      tags:
+      - metrics
+  /api/v2/metrics/metadata:
     get:
       deprecated: false
       description: This endpoint returns metadata information like metric description,
         unit, type, temporality, monotonicity for a specified metric
       operationId: GetMetricMetadata
       parameters:
-      - in: path
-        name: metric_name
+      - description: The name of the metric. May contain slashes (e.g. cloud-provider
+          metrics like run.googleapis.com/request_latencies).
+        in: query
+        name: metricName
         required: true
         schema:
+          description: The name of the metric. May contain slashes (e.g. cloud-provider
+            metrics like run.googleapis.com/request_latencies).
           type: string
       responses:
         "200":
@@ -16000,12 +16196,6 @@ paths:
       description: This endpoint helps to update metadata information like metric
         description, unit, type, temporality, monotonicity for a specified metric
       operationId: UpdateMetricMetadata
-      parameters:
-      - in: path
-        name: metric_name
-        required: true
-        schema:
-          type: string
       requestBody:
         content:
           application/json:
@@ -16046,64 +16236,6 @@ paths:
       summary: Update metric metadata
       tags:
       - metrics
-  /api/v2/metrics/inspect:
-    post:
-      deprecated: false
-      description: Returns raw time series data points for a metric within a time
-        range (max 30 minutes). Each series includes labels and timestamp/value pairs.
-      operationId: InspectMetrics
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/MetricsexplorertypesInspectMetricsRequest'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/MetricsexplorertypesInspectMetricsResponse'
-                  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: Inspect raw metric data points
-      tags:
-      - metrics
   /api/v2/metrics/onboarding:
     get:
       deprecated: false

ee/query-service/app/server.go

@@ -90,8 +90,12 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 
 	// initiate agent config handler
 	agentConfMgr, err := agentConf.Initiate(&agentConf.ManagerOptions{
-		Store:         signoz.SQLStore,
-		AgentFeatures: []agentConf.AgentFeature{logParsingPipelineController},
+		Store: signoz.SQLStore,
+		AgentFeatures: []agentConf.AgentFeature{
+			logParsingPipelineController,
+			signoz.Modules.SpanMapper,
+			signoz.Modules.LLMPricingRule,
+		},
 	})
 	if err != nil {
 		return nil, err

frontend/package.json

@@ -25,7 +25,7 @@
     "test": "jest",
     "test:changedsince": "jest --changedSince=main --coverage --silent",
     "generate:api": "orval --config ./orval.config.ts && sh scripts/post-types-generation.sh",
-    "generate:config:web-settings": "json2ts ../docs/config/web-settings.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM docs/config/web-settings.json */'"
+    "generate:config:web-settings": "json2ts ./src/schemas/generated/webSettings.schema.json -o src/types/generated/webSettings.ts --style.useTabs --style.tabWidth=1 --style.singleQuote --bannerComment '/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */'"
   },
   "engines": {
     "node": ">=22.0.0",

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

@@ -39,7 +39,7 @@ import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type { ErrorType, BodyType } from '../../../generatedAPIInstance';
 
 /**
- * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
  * @summary List Clusters for Infra Monitoring
  */
 export const listClusters = (
@@ -122,7 +122,7 @@ export const useListClusters = <
 	return useMutation(getListClustersMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.
  * @summary List DaemonSets for Infra Monitoring
  */
 export const listDaemonSets = (
@@ -205,7 +205,7 @@ export const useListDaemonSets = <
 	return useMutation(getListDaemonSetsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
  * @summary List Deployments for Infra Monitoring
  */
 export const listDeployments = (
@@ -288,7 +288,7 @@ export const useListDeployments = <
 	return useMutation(getListDeploymentsMutationOptions(options));
 };
 /**
- * Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.
  * @summary List Hosts for Infra Monitoring
  */
 export const listHosts = (
@@ -371,7 +371,7 @@ export const useListHosts = <
 	return useMutation(getListHostsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
  * @summary List Jobs for Infra Monitoring
  */
 export const listJobs = (
@@ -454,7 +454,7 @@ export const useListJobs = <
 	return useMutation(getListJobsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
  * @summary List Namespaces for Infra Monitoring
  */
 export const listNamespaces = (
@@ -537,7 +537,7 @@ export const useListNamespaces = <
 	return useMutation(getListNamespacesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
  * @summary List Nodes for Infra Monitoring
  */
 export const listNodes = (
@@ -620,7 +620,7 @@ export const useListNodes = <
 	return useMutation(getListNodesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
  * @summary List Pods for Infra Monitoring
  */
 export const listPods = (
@@ -703,7 +703,7 @@ export const useListPods = <
 	return useMutation(getListPodsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.
  * @summary List Volumes for Infra Monitoring
  */
 export const listVolumes = (
@@ -786,7 +786,7 @@ export const useListVolumes = <
 	return useMutation(getListVolumesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
  * @summary List StatefulSets for Infra Monitoring
  */
 export const listStatefulSets = (

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

@@ -19,16 +19,15 @@ import type {
 
 import type {
 	GetMetricAlerts200,
-	GetMetricAlertsPathParameters,
+	GetMetricAlertsParams,
 	GetMetricAttributes200,
 	GetMetricAttributesParams,
-	GetMetricAttributesPathParameters,
 	GetMetricDashboards200,
-	GetMetricDashboardsPathParameters,
+	GetMetricDashboardsParams,
 	GetMetricHighlights200,
-	GetMetricHighlightsPathParameters,
+	GetMetricHighlightsParams,
 	GetMetricMetadata200,
-	GetMetricMetadataPathParameters,
+	GetMetricMetadataParams,
 	GetMetricsOnboardingStatus200,
 	GetMetricsStats200,
 	GetMetricsTreemap200,
@@ -40,7 +39,6 @@ import type {
 	MetricsexplorertypesTreemapRequestDTO,
 	MetricsexplorertypesUpdateMetricMetadataRequestDTO,
 	RenderErrorResponseDTO,
-	UpdateMetricMetadataPathParameters,
 } from '../sigNoz.schemas';
 
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
@@ -146,27 +144,26 @@ export const invalidateListMetrics = async (
  * @summary Get metric alerts
  */
 export const getMetricAlerts = (
-	{ metricName }: GetMetricAlertsPathParameters,
+	params: GetMetricAlertsParams,
 	signal?: AbortSignal,
 ) => {
 	return GeneratedAPIInstance<GetMetricAlerts200>({
-		url: `/api/v2/metrics/${metricName}/alerts`,
+		url: `/api/v2/metrics/alerts`,
 		method: 'GET',
+		params,
 		signal,
 	});
 };
 
-export const getGetMetricAlertsQueryKey = ({
-	metricName,
-}: GetMetricAlertsPathParameters) => {
-	return [`/api/v2/metrics/${metricName}/alerts`] as const;
+export const getGetMetricAlertsQueryKey = (params?: GetMetricAlertsParams) => {
+	return [`/api/v2/metrics/alerts`, ...(params ? [params] : [])] as const;
 };
 
 export const getGetMetricAlertsQueryOptions = <
 	TData = Awaited<ReturnType<typeof getMetricAlerts>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricAlertsPathParameters,
+	params: GetMetricAlertsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricAlerts>>,
@@ -177,19 +174,13 @@ export const getGetMetricAlertsQueryOptions = <
 ) => {
 	const { query: queryOptions } = options ?? {};
 
-	const queryKey =
-		queryOptions?.queryKey ?? getGetMetricAlertsQueryKey({ metricName });
+	const queryKey = queryOptions?.queryKey ?? getGetMetricAlertsQueryKey(params);
 
 	const queryFn: QueryFunction<Awaited<ReturnType<typeof getMetricAlerts>>> = ({
 		signal,
-	}) => getMetricAlerts({ metricName }, signal);
+	}) => getMetricAlerts(params, signal);
 
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
 		Awaited<ReturnType<typeof getMetricAlerts>>,
 		TError,
 		TData
@@ -209,7 +200,7 @@ export function useGetMetricAlerts<
 	TData = Awaited<ReturnType<typeof getMetricAlerts>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricAlertsPathParameters,
+	params: GetMetricAlertsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricAlerts>>,
@@ -218,7 +209,7 @@ export function useGetMetricAlerts<
 		>;
 	},
 ): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricAlertsQueryOptions({ metricName }, options);
+	const queryOptions = getGetMetricAlertsQueryOptions(params, options);
 
 	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
 		queryKey: QueryKey;
@@ -232,11 +223,11 @@ export function useGetMetricAlerts<
  */
 export const invalidateGetMetricAlerts = async (
 	queryClient: QueryClient,
-	{ metricName }: GetMetricAlertsPathParameters,
+	params: GetMetricAlertsParams,
 	options?: InvalidateOptions,
 ): Promise<QueryClient> => {
 	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricAlertsQueryKey({ metricName }) },
+		{ queryKey: getGetMetricAlertsQueryKey(params) },
 		options,
 	);
 
@@ -248,12 +239,11 @@ export const invalidateGetMetricAlerts = async (
  * @summary Get metric attributes
  */
 export const getMetricAttributes = (
-	{ metricName }: GetMetricAttributesPathParameters,
-	params?: GetMetricAttributesParams,
+	params: GetMetricAttributesParams,
 	signal?: AbortSignal,
 ) => {
 	return GeneratedAPIInstance<GetMetricAttributes200>({
-		url: `/api/v2/metrics/${metricName}/attributes`,
+		url: `/api/v2/metrics/attributes`,
 		method: 'GET',
 		params,
 		signal,
@@ -261,21 +251,16 @@ export const getMetricAttributes = (
 };
 
 export const getGetMetricAttributesQueryKey = (
-	{ metricName }: GetMetricAttributesPathParameters,
 	params?: GetMetricAttributesParams,
 ) => {
-	return [
-		`/api/v2/metrics/${metricName}/attributes`,
-		...(params ? [params] : []),
-	] as const;
+	return [`/api/v2/metrics/attributes`, ...(params ? [params] : [])] as const;
 };
 
 export const getGetMetricAttributesQueryOptions = <
 	TData = Awaited<ReturnType<typeof getMetricAttributes>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricAttributesPathParameters,
-	params?: GetMetricAttributesParams,
+	params: GetMetricAttributesParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricAttributes>>,
@@ -287,19 +272,13 @@ export const getGetMetricAttributesQueryOptions = <
 	const { query: queryOptions } = options ?? {};
 
 	const queryKey =
-		queryOptions?.queryKey ??
-		getGetMetricAttributesQueryKey({ metricName }, params);
+		queryOptions?.queryKey ?? getGetMetricAttributesQueryKey(params);
 
 	const queryFn: QueryFunction<
 		Awaited<ReturnType<typeof getMetricAttributes>>
-	> = ({ signal }) => getMetricAttributes({ metricName }, params, signal);
+	> = ({ signal }) => getMetricAttributes(params, signal);
 
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
 		Awaited<ReturnType<typeof getMetricAttributes>>,
 		TError,
 		TData
@@ -319,8 +298,7 @@ export function useGetMetricAttributes<
 	TData = Awaited<ReturnType<typeof getMetricAttributes>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricAttributesPathParameters,
-	params?: GetMetricAttributesParams,
+	params: GetMetricAttributesParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricAttributes>>,
@@ -329,11 +307,7 @@ export function useGetMetricAttributes<
 		>;
 	},
 ): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricAttributesQueryOptions(
-		{ metricName },
-		params,
-		options,
-	);
+	const queryOptions = getGetMetricAttributesQueryOptions(params, options);
 
 	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
 		queryKey: QueryKey;
@@ -347,12 +321,11 @@ export function useGetMetricAttributes<
  */
 export const invalidateGetMetricAttributes = async (
 	queryClient: QueryClient,
-	{ metricName }: GetMetricAttributesPathParameters,
-	params?: GetMetricAttributesParams,
+	params: GetMetricAttributesParams,
 	options?: InvalidateOptions,
 ): Promise<QueryClient> => {
 	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricAttributesQueryKey({ metricName }, params) },
+		{ queryKey: getGetMetricAttributesQueryKey(params) },
 		options,
 	);
 
@@ -364,27 +337,28 @@ export const invalidateGetMetricAttributes = async (
  * @summary Get metric dashboards
  */
 export const getMetricDashboards = (
-	{ metricName }: GetMetricDashboardsPathParameters,
+	params: GetMetricDashboardsParams,
 	signal?: AbortSignal,
 ) => {
 	return GeneratedAPIInstance<GetMetricDashboards200>({
-		url: `/api/v2/metrics/${metricName}/dashboards`,
+		url: `/api/v2/metrics/dashboards`,
 		method: 'GET',
+		params,
 		signal,
 	});
 };
 
-export const getGetMetricDashboardsQueryKey = ({
-	metricName,
-}: GetMetricDashboardsPathParameters) => {
-	return [`/api/v2/metrics/${metricName}/dashboards`] as const;
+export const getGetMetricDashboardsQueryKey = (
+	params?: GetMetricDashboardsParams,
+) => {
+	return [`/api/v2/metrics/dashboards`, ...(params ? [params] : [])] as const;
 };
 
 export const getGetMetricDashboardsQueryOptions = <
 	TData = Awaited<ReturnType<typeof getMetricDashboards>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricDashboardsPathParameters,
+	params: GetMetricDashboardsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricDashboards>>,
@@ -396,18 +370,13 @@ export const getGetMetricDashboardsQueryOptions = <
 	const { query: queryOptions } = options ?? {};
 
 	const queryKey =
-		queryOptions?.queryKey ?? getGetMetricDashboardsQueryKey({ metricName });
+		queryOptions?.queryKey ?? getGetMetricDashboardsQueryKey(params);
 
 	const queryFn: QueryFunction<
 		Awaited<ReturnType<typeof getMetricDashboards>>
-	> = ({ signal }) => getMetricDashboards({ metricName }, signal);
+	> = ({ signal }) => getMetricDashboards(params, signal);
 
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
 		Awaited<ReturnType<typeof getMetricDashboards>>,
 		TError,
 		TData
@@ -427,7 +396,7 @@ export function useGetMetricDashboards<
 	TData = Awaited<ReturnType<typeof getMetricDashboards>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricDashboardsPathParameters,
+	params: GetMetricDashboardsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricDashboards>>,
@@ -436,10 +405,7 @@ export function useGetMetricDashboards<
 		>;
 	},
 ): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricDashboardsQueryOptions(
-		{ metricName },
-		options,
-	);
+	const queryOptions = getGetMetricDashboardsQueryOptions(params, options);
 
 	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
 		queryKey: QueryKey;
@@ -453,11 +419,11 @@ export function useGetMetricDashboards<
  */
 export const invalidateGetMetricDashboards = async (
 	queryClient: QueryClient,
-	{ metricName }: GetMetricDashboardsPathParameters,
+	params: GetMetricDashboardsParams,
 	options?: InvalidateOptions,
 ): Promise<QueryClient> => {
 	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricDashboardsQueryKey({ metricName }) },
+		{ queryKey: getGetMetricDashboardsQueryKey(params) },
 		options,
 	);
 
@@ -469,27 +435,28 @@ export const invalidateGetMetricDashboards = async (
  * @summary Get metric highlights
  */
 export const getMetricHighlights = (
-	{ metricName }: GetMetricHighlightsPathParameters,
+	params: GetMetricHighlightsParams,
 	signal?: AbortSignal,
 ) => {
 	return GeneratedAPIInstance<GetMetricHighlights200>({
-		url: `/api/v2/metrics/${metricName}/highlights`,
+		url: `/api/v2/metrics/highlights`,
 		method: 'GET',
+		params,
 		signal,
 	});
 };
 
-export const getGetMetricHighlightsQueryKey = ({
-	metricName,
-}: GetMetricHighlightsPathParameters) => {
-	return [`/api/v2/metrics/${metricName}/highlights`] as const;
+export const getGetMetricHighlightsQueryKey = (
+	params?: GetMetricHighlightsParams,
+) => {
+	return [`/api/v2/metrics/highlights`, ...(params ? [params] : [])] as const;
 };
 
 export const getGetMetricHighlightsQueryOptions = <
 	TData = Awaited<ReturnType<typeof getMetricHighlights>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricHighlightsPathParameters,
+	params: GetMetricHighlightsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricHighlights>>,
@@ -501,18 +468,13 @@ export const getGetMetricHighlightsQueryOptions = <
 	const { query: queryOptions } = options ?? {};
 
 	const queryKey =
-		queryOptions?.queryKey ?? getGetMetricHighlightsQueryKey({ metricName });
+		queryOptions?.queryKey ?? getGetMetricHighlightsQueryKey(params);
 
 	const queryFn: QueryFunction<
 		Awaited<ReturnType<typeof getMetricHighlights>>
-	> = ({ signal }) => getMetricHighlights({ metricName }, signal);
+	> = ({ signal }) => getMetricHighlights(params, signal);
 
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
 		Awaited<ReturnType<typeof getMetricHighlights>>,
 		TError,
 		TData
@@ -532,7 +494,7 @@ export function useGetMetricHighlights<
 	TData = Awaited<ReturnType<typeof getMetricHighlights>>,
 	TError = ErrorType<RenderErrorResponseDTO>,
 >(
-	{ metricName }: GetMetricHighlightsPathParameters,
+	params: GetMetricHighlightsParams,
 	options?: {
 		query?: UseQueryOptions<
 			Awaited<ReturnType<typeof getMetricHighlights>>,
@@ -541,10 +503,7 @@ export function useGetMetricHighlights<
 		>;
 	},
 ): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricHighlightsQueryOptions(
-		{ metricName },
-		options,
-	);
+	const queryOptions = getGetMetricHighlightsQueryOptions(params, options);
 
 	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
 		queryKey: QueryKey;
@@ -558,219 +517,17 @@ export function useGetMetricHighlights<
  */
 export const invalidateGetMetricHighlights = async (
 	queryClient: QueryClient,
-	{ metricName }: GetMetricHighlightsPathParameters,
+	params: GetMetricHighlightsParams,
 	options?: InvalidateOptions,
 ): Promise<QueryClient> => {
 	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricHighlightsQueryKey({ metricName }) },
+		{ queryKey: getGetMetricHighlightsQueryKey(params) },
 		options,
 	);
 
 	return queryClient;
 };
 
-/**
- * This endpoint returns metadata information like metric description, unit, type, temporality, monotonicity for a specified metric
- * @summary Get metric metadata
- */
-export const getMetricMetadata = (
-	{ metricName }: GetMetricMetadataPathParameters,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<GetMetricMetadata200>({
-		url: `/api/v2/metrics/${metricName}/metadata`,
-		method: 'GET',
-		signal,
-	});
-};
-
-export const getGetMetricMetadataQueryKey = ({
-	metricName,
-}: GetMetricMetadataPathParameters) => {
-	return [`/api/v2/metrics/${metricName}/metadata`] as const;
-};
-
-export const getGetMetricMetadataQueryOptions = <
-	TData = Awaited<ReturnType<typeof getMetricMetadata>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ metricName }: GetMetricMetadataPathParameters,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getMetricMetadata>>,
-			TError,
-			TData
-		>;
-	},
-) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey =
-		queryOptions?.queryKey ?? getGetMetricMetadataQueryKey({ metricName });
-
-	const queryFn: QueryFunction<
-		Awaited<ReturnType<typeof getMetricMetadata>>
-	> = ({ signal }) => getMetricMetadata({ metricName }, signal);
-
-	return {
-		queryKey,
-		queryFn,
-		enabled: !!metricName,
-		...queryOptions,
-	} as UseQueryOptions<
-		Awaited<ReturnType<typeof getMetricMetadata>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type GetMetricMetadataQueryResult = NonNullable<
-	Awaited<ReturnType<typeof getMetricMetadata>>
->;
-export type GetMetricMetadataQueryError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Get metric metadata
- */
-
-export function useGetMetricMetadata<
-	TData = Awaited<ReturnType<typeof getMetricMetadata>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ metricName }: GetMetricMetadataPathParameters,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getMetricMetadata>>,
-			TError,
-			TData
-		>;
-	},
-): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetMetricMetadataQueryOptions({ metricName }, options);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return { ...query, queryKey: queryOptions.queryKey };
-}
-
-/**
- * @summary Get metric metadata
- */
-export const invalidateGetMetricMetadata = async (
-	queryClient: QueryClient,
-	{ metricName }: GetMetricMetadataPathParameters,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getGetMetricMetadataQueryKey({ metricName }) },
-		options,
-	);
-
-	return queryClient;
-};
-
-/**
- * This endpoint helps to update metadata information like metric description, unit, type, temporality, monotonicity for a specified metric
- * @summary Update metric metadata
- */
-export const updateMetricMetadata = (
-	{ metricName }: UpdateMetricMetadataPathParameters,
-	metricsexplorertypesUpdateMetricMetadataRequestDTO?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<void>({
-		url: `/api/v2/metrics/${metricName}/metadata`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: metricsexplorertypesUpdateMetricMetadataRequestDTO,
-		signal,
-	});
-};
-
-export const getUpdateMetricMetadataMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof updateMetricMetadata>>,
-		TError,
-		{
-			pathParams: UpdateMetricMetadataPathParameters;
-			data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>;
-		},
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof updateMetricMetadata>>,
-	TError,
-	{
-		pathParams: UpdateMetricMetadataPathParameters;
-		data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>;
-	},
-	TContext
-> => {
-	const mutationKey = ['updateMetricMetadata'];
-	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 updateMetricMetadata>>,
-		{
-			pathParams: UpdateMetricMetadataPathParameters;
-			data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>;
-		}
-	> = (props) => {
-		const { pathParams, data } = props ?? {};
-
-		return updateMetricMetadata(pathParams, data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type UpdateMetricMetadataMutationResult = NonNullable<
-	Awaited<ReturnType<typeof updateMetricMetadata>>
->;
-export type UpdateMetricMetadataMutationBody =
-	| BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>
-	| undefined;
-export type UpdateMetricMetadataMutationError =
-	ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Update metric metadata
- */
-export const useUpdateMetricMetadata = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof updateMetricMetadata>>,
-		TError,
-		{
-			pathParams: UpdateMetricMetadataPathParameters;
-			data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>;
-		},
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof updateMetricMetadata>>,
-	TError,
-	{
-		pathParams: UpdateMetricMetadataPathParameters;
-		data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>;
-	},
-	TContext
-> => {
-	return useMutation(getUpdateMetricMetadataMutationOptions(options));
-};
 /**
  * Returns raw time series data points for a metric within a time range (max 30 minutes). Each series includes labels and timestamp/value pairs.
  * @summary Inspect raw metric data points
@@ -854,6 +611,188 @@ export const useInspectMetrics = <
 > => {
 	return useMutation(getInspectMetricsMutationOptions(options));
 };
+/**
+ * This endpoint returns metadata information like metric description, unit, type, temporality, monotonicity for a specified metric
+ * @summary Get metric metadata
+ */
+export const getMetricMetadata = (
+	params: GetMetricMetadataParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetMetricMetadata200>({
+		url: `/api/v2/metrics/metadata`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetMetricMetadataQueryKey = (
+	params?: GetMetricMetadataParams,
+) => {
+	return [`/api/v2/metrics/metadata`, ...(params ? [params] : [])] as const;
+};
+
+export const getGetMetricMetadataQueryOptions = <
+	TData = Awaited<ReturnType<typeof getMetricMetadata>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params: GetMetricMetadataParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getMetricMetadata>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetMetricMetadataQueryKey(params);
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getMetricMetadata>>
+	> = ({ signal }) => getMetricMetadata(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricMetadata>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetMetricMetadataQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getMetricMetadata>>
+>;
+export type GetMetricMetadataQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get metric metadata
+ */
+
+export function useGetMetricMetadata<
+	TData = Awaited<ReturnType<typeof getMetricMetadata>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params: GetMetricMetadataParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getMetricMetadata>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetMetricMetadataQueryOptions(params, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get metric metadata
+ */
+export const invalidateGetMetricMetadata = async (
+	queryClient: QueryClient,
+	params: GetMetricMetadataParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetMetricMetadataQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * This endpoint helps to update metadata information like metric description, unit, type, temporality, monotonicity for a specified metric
+ * @summary Update metric metadata
+ */
+export const updateMetricMetadata = (
+	metricsexplorertypesUpdateMetricMetadataRequestDTO?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<void>({
+		url: `/api/v2/metrics/metadata`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: metricsexplorertypesUpdateMetricMetadataRequestDTO,
+		signal,
+	});
+};
+
+export const getUpdateMetricMetadataMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateMetricMetadata>>,
+		TError,
+		{ data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof updateMetricMetadata>>,
+	TError,
+	{ data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO> },
+	TContext
+> => {
+	const mutationKey = ['updateMetricMetadata'];
+	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 updateMetricMetadata>>,
+		{ data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return updateMetricMetadata(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type UpdateMetricMetadataMutationResult = NonNullable<
+	Awaited<ReturnType<typeof updateMetricMetadata>>
+>;
+export type UpdateMetricMetadataMutationBody =
+	| BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO>
+	| undefined;
+export type UpdateMetricMetadataMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Update metric metadata
+ */
+export const useUpdateMetricMetadata = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateMetricMetadata>>,
+		TError,
+		{ data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof updateMetricMetadata>>,
+	TError,
+	{ data?: BodyType<MetricsexplorertypesUpdateMetricMetadataRequestDTO> },
+	TContext
+> => {
+	return useMutation(getUpdateMetricMetadataMutationOptions(options));
+};
 /**
  * Lightweight endpoint that checks if any non-SigNoz metrics have been ingested, used for onboarding status detection
  * @summary Check if non-SigNoz metrics have been received

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

@@ -2094,6 +2094,45 @@ export interface AuthtypesGettableTokenDTO {
 	tokenType?: string;
 }
 
+export enum CoretypesKindDTO {
+	anonymous = 'anonymous',
+	organization = 'organization',
+	role = 'role',
+	serviceaccount = 'serviceaccount',
+	user = 'user',
+	'notification-channel' = 'notification-channel',
+	'route-policy' = 'route-policy',
+	'apdex-setting' = 'apdex-setting',
+	'auth-domain' = 'auth-domain',
+	session = 'session',
+	'cloud-integration' = 'cloud-integration',
+	'cloud-integration-service' = 'cloud-integration-service',
+	integration = 'integration',
+	dashboard = 'dashboard',
+	'public-dashboard' = 'public-dashboard',
+	'ingestion-key' = 'ingestion-key',
+	'ingestion-limit' = 'ingestion-limit',
+	pipeline = 'pipeline',
+	'user-preference' = 'user-preference',
+	'org-preference' = 'org-preference',
+	'quick-filter' = 'quick-filter',
+	'ttl-setting' = 'ttl-setting',
+	rule = 'rule',
+	'planned-maintenance' = 'planned-maintenance',
+	'saved-view' = 'saved-view',
+	'trace-funnel' = 'trace-funnel',
+	'factor-password' = 'factor-password',
+	'factor-api-key' = 'factor-api-key',
+	license = 'license',
+	subscription = 'subscription',
+	logs = 'logs',
+	traces = 'traces',
+	metrics = 'metrics',
+	'audit-logs' = 'audit-logs',
+	'meter-metrics' = 'meter-metrics',
+	'logs-field' = 'logs-field',
+	'traces-field' = 'traces-field',
+}
 export enum CoretypesTypeDTO {
 	user = 'user',
 	serviceaccount = 'serviceaccount',
@@ -2104,10 +2143,7 @@ export enum CoretypesTypeDTO {
 	telemetryresource = 'telemetryresource',
 }
 export interface CoretypesResourceRefDTO {
-	/**
-	 * @type string
-	 */
-	kind: string;
+	kind: CoretypesKindDTO;
 	type: CoretypesTypeDTO;
 }
 
@@ -2243,12 +2279,12 @@ export interface AuthtypesPostableRoleDTO {
 	/**
 	 * @type string
 	 */
-	description: string;
+	description?: string;
 	/**
 	 * @type string
 	 */
 	name: string;
-	transactionGroups: AuthtypesTransactionGroupsDTO;
+	transactionGroups?: AuthtypesTransactionGroupsDTO;
 }
 
 export interface AuthtypesPostableRotateTokenDTO {
@@ -5499,13 +5535,6 @@ export interface InframonitoringtypesClusterRecordDTO {
 	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 }
 
-export interface InframonitoringtypesRequiredMetricsCheckDTO {
-	/**
-	 * @type array,null
-	 */
-	missingMetrics: string[] | null;
-}
-
 export enum InframonitoringtypesResponseTypeDTO {
 	list = 'list',
 	grouped_list = 'grouped_list',
@@ -5541,7 +5570,6 @@ export interface InframonitoringtypesClustersDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesClusterRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5619,7 +5647,6 @@ export interface InframonitoringtypesDaemonSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDaemonSetRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5697,7 +5724,6 @@ export interface InframonitoringtypesDeploymentsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDeploymentRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5783,7 +5809,6 @@ export interface InframonitoringtypesHostsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesHostRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5869,7 +5894,6 @@ export interface InframonitoringtypesJobsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesJobRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5919,7 +5943,6 @@ export interface InframonitoringtypesNamespacesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNamespaceRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5986,7 +6009,6 @@ export interface InframonitoringtypesNodesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNodeRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6070,7 +6092,6 @@ export interface InframonitoringtypesPodsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesPodRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6418,7 +6439,6 @@ export interface InframonitoringtypesStatefulSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesStatefulSetRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6487,7 +6507,6 @@ export interface InframonitoringtypesVolumesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesVolumeRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -8211,6 +8230,48 @@ 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
+	 */
+	collectorLogs?: string[] | null;
+	/**
+	 * @type array,null
+	 */
+	spans?: SpantypesSpanMapperTestSpanDTO[] | null;
+}
+
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -8506,6 +8567,33 @@ 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;
@@ -9887,6 +9975,14 @@ 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 = {
@@ -10334,9 +10430,14 @@ export type ListMetrics200 = {
 	status: string;
 };
 
-export type GetMetricAlertsPathParameters = {
+export type GetMetricAlertsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricAlerts200 = {
 	data: MetricsexplorertypesMetricAlertsResponseDTO;
 	/**
@@ -10345,18 +10446,20 @@ export type GetMetricAlerts200 = {
 	status: string;
 };
 
-export type GetMetricAttributesPathParameters = {
-	metricName: string;
-};
 export type GetMetricAttributesParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
+	metricName: string;
 	/**
 	 * @type integer,null
-	 * @description undefined
+	 * @description Start of the time range as a Unix timestamp in milliseconds.
 	 */
 	start?: number | null;
 	/**
 	 * @type integer,null
-	 * @description undefined
+	 * @description End of the time range as a Unix timestamp in milliseconds.
 	 */
 	end?: number | null;
 };
@@ -10369,9 +10472,14 @@ export type GetMetricAttributes200 = {
 	status: string;
 };
 
-export type GetMetricDashboardsPathParameters = {
+export type GetMetricDashboardsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricDashboards200 = {
 	data: MetricsexplorertypesMetricDashboardsResponseDTO;
 	/**
@@ -10380,9 +10488,14 @@ export type GetMetricDashboards200 = {
 	status: string;
 };
 
-export type GetMetricHighlightsPathParameters = {
+export type GetMetricHighlightsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricHighlights200 = {
 	data: MetricsexplorertypesMetricHighlightsResponseDTO;
 	/**
@@ -10391,22 +10504,24 @@ export type GetMetricHighlights200 = {
 	status: string;
 };
 
-export type GetMetricMetadataPathParameters = {
-	metricName: string;
-};
-export type GetMetricMetadata200 = {
-	data: MetricsexplorertypesMetricMetadataDTO;
+export type InspectMetrics200 = {
+	data: MetricsexplorertypesInspectMetricsResponseDTO;
 	/**
 	 * @type string
 	 */
 	status: string;
 };
 
-export type UpdateMetricMetadataPathParameters = {
+export type GetMetricMetadataParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
-export type InspectMetrics200 = {
-	data: MetricsexplorertypesInspectMetricsResponseDTO;
+
+export type GetMetricMetadata200 = {
+	data: MetricsexplorertypesMetricMetadataDTO;
 	/**
 	 * @type string
 	 */

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

@@ -30,8 +30,10 @@ import type {
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
+	SpantypesPostableSpanMapperTestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
+	TestSpanMappers200,
 	UpdateSpanMapperGroupPathParameters,
 	UpdateSpanMapperPathParameters,
 } from '../sigNoz.schemas';
@@ -780,3 +782,86 @@ 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/container/MetricsExplorer/Explorer/TimeSeries.tsx

@@ -191,9 +191,6 @@ function TimeSeries({
 		if (metrics[0] && yAxisUnit) {
 			updateMetricMetadata(
 				{
-					pathParams: {
-						metricName: metricNames[0],
-					},
 					data: buildUpdateMetricYAxisUnitPayload(
 						metricNames[0],
 						metrics[0],

frontend/src/container/MetricsExplorer/MetricDetails/AllAttributes.tsx

@@ -48,18 +48,14 @@ function AllAttributes({
 		isLoading: isLoadingAttributes,
 		isError: isErrorAttributes,
 		refetch: refetchAttributes,
-	} = useGetMetricAttributes(
-		{
-			metricName,
-		},
-		{
-			start: minTime ? Math.floor(minTime / 1000000) : undefined,
-			end: maxTime ? Math.floor(maxTime / 1000000) : undefined,
-		},
-	);
+	} = useGetMetricAttributes({
+		metricName,
+		start: minTime ? Math.floor(minTime / 1000000) : undefined,
+		end: maxTime ? Math.floor(maxTime / 1000000) : undefined,
+	});
 
 	const attributes = useMemo(
-		() => attributesData?.data?.attributes ?? [],
+		() => attributesData?.data.attributes ?? [],
 		[attributesData],
 	);
 

frontend/src/container/MetricsExplorer/MetricDetails/Metadata.tsx

@@ -237,9 +237,6 @@ function Metadata({
 	const handleSave = useCallback(() => {
 		updateMetricMetadata(
 			{
-				pathParams: {
-					metricName,
-				},
 				data: transformUpdateMetricMetadataRequest(metricName, metricMetadataState),
 			},
 			{

frontend/src/container/MetricsExplorer/MetricDetails/MetricDetails.tsx

@@ -56,7 +56,7 @@ function MetricDetails({
 	);
 
 	const metadata = useMemo(() => {
-		if (!metricMetadataResponse?.data) {
+		if (!metricMetadataResponse) {
 			return null;
 		}
 		const { type, description, unit, temporality, isMonotonic } =

frontend/src/container/MetricsExplorer/MetricDetails/__tests__/Metadata.test.tsx

@@ -195,14 +195,12 @@ describe('Metadata', () => {
 		expect(mockUseUpdateMetricMetadata).toHaveBeenCalledWith(
 			expect.objectContaining({
 				data: expect.objectContaining({
+					metricName: MOCK_METRIC_NAME,
 					type: MetrictypesTypeDTO.sum,
 					temporality: MetrictypesTemporalityDTO.cumulative,
 					unit: 'By',
 					isMonotonic: true,
 				}),
-				pathParams: {
-					metricName: MOCK_METRIC_NAME,
-				},
 			}),
 			expect.objectContaining({
 				onSuccess: expect.any(Function),

frontend/src/container/RolesSettings/__tests__/utils.authz.test.ts

@@ -1,4 +1,5 @@
 import type {
+	CoretypesKindDTO,
 	CoretypesObjectGroupDTO,
 	CoretypesTypeDTO,
 } from 'api/generated/services/sigNoz.schemas';
@@ -56,7 +57,7 @@ const baseAuthzResources: AuthzResources = {
 
 // API payload resource refs — only kind+type, no allowedVerbs (matches CoretypesResourceRefDTO shape)
 const dashboardResourceRef = {
-	kind: 'dashboard',
+	kind: 'dashboard' as CoretypesKindDTO,
 	type: 'metaresource' as CoretypesTypeDTO,
 };
 const alertResourceRef = {

frontend/src/container/RolesSettings/utils.tsx

@@ -1,6 +1,7 @@
 import React from 'react';
 import { Badge } from '@signozhq/ui/badge';
 import type {
+	CoretypesKindDTO,
 	CoretypesObjectGroupDTO,
 	CoretypesResourceRefDTO,
 	CoretypesTypeDTO,
@@ -147,7 +148,7 @@ export function buildPatchPayload({
 			continue;
 		}
 		const resourceDef: CoretypesResourceRefDTO = {
-			kind: found.kind,
+			kind: found.kind as CoretypesKindDTO,
 			type: found.type as CoretypesTypeDTO,
 		};
 

frontend/src/hooks/useAuthZ/utils.ts

@@ -2,13 +2,13 @@ import {
 	AuthtypesTransactionDTO,
 	CoretypesTypeDTO,
 	AuthtypesRelationDTO,
+	CoretypesKindDTO,
 } from '../../api/generated/services/sigNoz.schemas';
 import permissionsType from './permissions.type';
 import {
 	AuthZObject,
 	AuthZRelation,
 	BrandedPermission,
-	ResourceName,
 	ResourcesForRelation,
 	ResourceType,
 } from './types';
@@ -87,7 +87,7 @@ export function permissionToTransactionDto(
 		relation: relation as AuthtypesRelationDTO,
 		object: {
 			resource: {
-				kind: resourceName as ResourceName,
+				kind: resourceName as CoretypesKindDTO,
 				type: type as CoretypesTypeDTO,
 			},
 			selector: selector || '*',

frontend/src/hooks/useInlineOverflowCount.ts

@@ -0,0 +1,117 @@
+import { useCallback, useEffect, useRef, useState } from 'react';
+
+interface UseInlineOverflowCountOptions {
+	itemCount: number;
+	/** Horizontal gap between items, in px. */
+	gap?: number;
+	/** Width kept free at the end of the line for a trailing "+N" trigger, in px. */
+	reserveWidth?: number;
+	/** Pause measuring (e.g. while expanded) without unmounting. */
+	enabled?: boolean;
+}
+
+interface UseInlineOverflowCountResult {
+	containerRef: React.RefObject<HTMLDivElement>;
+	visibleCount: number;
+	overflowCount: number;
+}
+
+/**
+ * Measures how many of a container's children (each marked
+ * `data-overflow-item="true"`) fit on a single line, reserving `reserveWidth`
+ * for a trailing "+N" trigger. Item widths are cached, so children hidden with
+ * `display: none` still count toward the fit; measuring pauses while `enabled`
+ * is false.
+ */
+export function useInlineOverflowCount({
+	itemCount,
+	gap = 8,
+	reserveWidth = 0,
+	enabled = true,
+}: UseInlineOverflowCountOptions): UseInlineOverflowCountResult {
+	const containerRef = useRef<HTMLDivElement>(null);
+	const [visibleCount, setVisibleCount] = useState(itemCount);
+	const itemWidthsRef = useRef<number[]>([]);
+	const enabledRef = useRef(enabled);
+	enabledRef.current = enabled;
+
+	useEffect(() => {
+		itemWidthsRef.current = [];
+		setVisibleCount(itemCount);
+	}, [itemCount]);
+
+	const measure = useCallback((): void => {
+		const container = containerRef.current;
+		if (!container || !enabledRef.current) {
+			return;
+		}
+		const itemElements = Array.from(container.children).filter(
+			(itemElement): itemElement is HTMLElement =>
+				itemElement instanceof HTMLElement &&
+				itemElement.dataset.overflowItem === 'true',
+		);
+		if (itemElements.length === 0) {
+			setVisibleCount(0);
+			return;
+		}
+
+		itemElements.forEach((itemElement, index) => {
+			if (itemElement.offsetWidth > 0) {
+				itemWidthsRef.current[index] = itemElement.offsetWidth;
+			}
+		});
+		const cachedWidths: number[] = [];
+		for (let index = 0; index < itemElements.length; index += 1) {
+			const cachedWidth = itemWidthsRef.current[index];
+			if (cachedWidth == null) {
+				// Width not cached yet — reveal everything for one frame so it gets
+				// measured, then the next pass collapses accurately.
+				setVisibleCount(itemElements.length);
+				return;
+			}
+			cachedWidths.push(cachedWidth);
+		}
+
+		const containerWidth = container.clientWidth;
+		const totalWidth = cachedWidths.reduce(
+			(runningTotal, itemWidth, index) =>
+				runningTotal + itemWidth + (index > 0 ? gap : 0),
+			0,
+		);
+		if (totalWidth <= containerWidth) {
+			setVisibleCount(itemElements.length);
+			return;
+		}
+
+		const availableWidth = containerWidth - reserveWidth;
+		let usedWidth = 0;
+		let fitCount = 0;
+		for (let index = 0; index < cachedWidths.length; index += 1) {
+			const itemWidthWithGap = cachedWidths[index] + (index > 0 ? gap : 0);
+			if (usedWidth + itemWidthWithGap > availableWidth && fitCount > 0) {
+				break;
+			}
+			usedWidth += itemWidthWithGap;
+			fitCount += 1;
+		}
+		setVisibleCount(Math.max(1, fitCount));
+	}, [gap, reserveWidth]);
+
+	useEffect(() => {
+		const container = containerRef.current;
+		if (!container) {
+			return undefined;
+		}
+		const observer = new ResizeObserver(() => measure());
+		observer.observe(container);
+		Array.from(container.children).forEach((child) => observer.observe(child));
+		measure();
+		return (): void => observer.disconnect();
+	}, [measure, itemCount, enabled]);
+
+	return {
+		containerRef,
+		visibleCount,
+		overflowCount: Math.max(0, itemCount - visibleCount),
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/DashboardActions/DashboardActions.module.scss

@@ -1,11 +1,7 @@
 .dashboardActionsContainer {
 	display: flex;
 	flex-wrap: wrap;
+	align-items: center;
 	justify-content: flex-end;
 	gap: 12px;
 }
-
-.dashboardActionsSecondary {
-	display: flex;
-	gap: 12px;
-}

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

@@ -1,32 +1,42 @@
 import { useCallback, useEffect, useMemo, useState } from 'react';
 import { FullScreenHandle } from 'react-full-screen';
 import { useTranslation } from 'react-i18next';
+import { generatePath } from 'react-router-dom';
 import { useCopyToClipboard } from 'react-use';
 import {
+	Braces,
 	ClipboardCopy,
 	Configure,
-	Ellipsis,
+	Copy,
 	FileJson,
 	Fullscreen,
+	Grid3X3,
 	LockKeyhole,
 	PenLine,
 	Plus,
+	SquareStack,
 	Trash2,
 } from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 import { DropdownMenuSimple } from '@signozhq/ui/dropdown-menu';
 import type { MenuItem } from '@signozhq/ui/dropdown-menu';
 import { toast } from '@signozhq/ui/sonner';
+import { cloneDashboardV2 } from 'api/generated/services/dashboard';
 import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
 import ROUTES from 'constants/routes';
-import DateTimeSelectionV2 from 'container/TopNav/DateTimeSelectionV2';
 import { useDeleteDashboard } from 'hooks/dashboard/useDeleteDashboard';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import history from 'lib/history';
 import { useAppContext } from 'providers/App/App';
+import { useErrorModal } from 'providers/ErrorModalProvider';
+import APIError from 'types/api/error';
 import { USER_ROLES } from 'types/roles';
 
 import ConfirmDeleteDialog from '../../components/ConfirmDeleteDialog/ConfirmDeleteDialog';
 import DashboardSettings from '../../DashboardSettings';
+import { useAddSection } from '../../PanelsAndSectionsLayout/Section/hooks/useAddSection';
+import SectionTitleModal from '../../PanelsAndSectionsLayout/Section/SectionTitleModal';
+import JsonEditorDrawer from '../JsonEditorDrawer/JsonEditorDrawer';
 import SettingsDrawer from '../SettingsDrawer';
 import styles from './DashboardActions.module.scss';
 import { useDashboardStore } from '../../store/useDashboardStore';
@@ -55,14 +65,31 @@ function DashboardActions({
 	const canEdit = useDashboardStore((s) => s.isEditable);
 	const { user } = useAppContext();
 	const { t } = useTranslation(['dashboard', 'common']);
+	const { safeNavigate } = useSafeNavigate();
+	const { showErrorModal } = useErrorModal();
 
 	const [isSettingsDrawerOpen, setIsSettingsDrawerOpen] =
 		useState<boolean>(false);
+	const [isJsonEditorOpen, setIsJsonEditorOpen] = useState<boolean>(false);
+	const [isCloning, setIsCloning] = useState<boolean>(false);
+	const [isNewSectionOpen, setIsNewSectionOpen] = useState<boolean>(false);
 
 	const [state, setCopy] = useCopyToClipboard();
 	const [isDeleteOpen, setIsDeleteOpen] = useState<boolean>(false);
 	const deleteDashboardMutation = useDeleteDashboard(dashboard.id);
 
+	const { addSection, isSaving: isAddingSection } = useAddSection({
+		layouts: dashboard.spec.layouts,
+	});
+
+	const handleCreateSection = useCallback(
+		async (title: string): Promise<void> => {
+			await addSection(title);
+			setIsNewSectionOpen(false);
+		},
+		[addSection],
+	);
+
 	useEffect(() => {
 		if (state.error) {
 			toast.error(t('something_went_wrong', { ns: 'common' }));
@@ -89,6 +116,24 @@ function DashboardActions({
 		URL.revokeObjectURL(url);
 	}, [dashboardDataJSON, title]);
 
+	const handleClone = useCallback(async (): Promise<void> => {
+		if (!dashboard.id) {
+			return;
+		}
+		try {
+			setIsCloning(true);
+			const response = await cloneDashboardV2({ id: dashboard.id });
+			toast.success('Dashboard cloned');
+			safeNavigate(
+				generatePath(ROUTES.DASHBOARD, { dashboardId: response.data.id }),
+			);
+		} catch (error) {
+			showErrorModal(error as APIError);
+		} finally {
+			setIsCloning(false);
+		}
+	}, [dashboard.id, safeNavigate, showErrorModal]);
+
 	const handleConfirmDelete = useCallback((): void => {
 		deleteDashboardMutation.mutate(undefined, {
 			onSuccess: () => {
@@ -99,17 +144,24 @@ function DashboardActions({
 	}, [deleteDashboardMutation]);
 
 	const menuItems = useMemo<MenuItem[]>(() => {
-		const editGroup: MenuItem[] = [];
+		const dashboardGroup: MenuItem[] = [];
 		if (canEdit) {
-			editGroup.push({
+			dashboardGroup.push({
 				key: 'rename',
 				label: 'Rename',
 				icon: <PenLine size={14} />,
 				onClick: onOpenRename,
 			});
 		}
+		dashboardGroup.push({
+			key: 'clone',
+			label: 'Clone dashboard',
+			icon: <Copy size={14} />,
+			disabled: isCloning,
+			onClick: (): void => void handleClone(),
+		});
 		if (isAuthor || user.role === USER_ROLES.ADMIN) {
-			editGroup.push({
+			dashboardGroup.push({
 				key: 'lock',
 				label: isDashboardLocked ? 'Unlock dashboard' : 'Lock dashboard',
 				icon: <LockKeyhole size={14} />,
@@ -117,14 +169,14 @@ function DashboardActions({
 				onClick: onLockToggle,
 			});
 		}
-		editGroup.push({
+		dashboardGroup.push({
 			key: 'fullscreen',
 			label: 'Full screen',
 			icon: <Fullscreen size={14} />,
 			onClick: handle.enter,
 		});
 
-		const exportGroup: MenuItem[] = [
+		const dataGroup: MenuItem[] = [
 			{
 				key: 'export',
 				label: 'Export JSON',
@@ -139,7 +191,35 @@ function DashboardActions({
 			},
 		];
 
-		const dangerGroup: MenuItem[] = [
+		const layoutGroup: MenuItem[] = [];
+		if (canEdit) {
+			layoutGroup.push({
+				key: 'new-section',
+				label: 'New section',
+				icon: <SquareStack size={14} />,
+				onClick: (): void => setIsNewSectionOpen(true),
+			});
+		}
+
+		const items: MenuItem[] = [
+			{
+				type: 'group',
+				key: 'group-dashboard',
+				label: 'Dashboard',
+				children: dashboardGroup,
+			},
+			{ type: 'group', key: 'group-data', label: 'Data', children: dataGroup },
+		];
+		if (layoutGroup.length > 0) {
+			items.push({
+				type: 'group',
+				key: 'group-layout',
+				label: 'Layout',
+				children: layoutGroup,
+			});
+		}
+		items.push(
+			{ type: 'divider', key: 'divider-danger' },
 			{
 				key: 'delete',
 				label: 'Delete dashboard',
@@ -147,74 +227,85 @@ function DashboardActions({
 				danger: true,
 				onClick: (): void => setIsDeleteOpen(true),
 			},
-		];
-
-		return [editGroup, exportGroup, dangerGroup]
-			.filter((group) => group.length > 0)
-			.flatMap((group, index) =>
-				index > 0 ? [{ type: 'divider' } as MenuItem, ...group] : group,
-			);
+		);
+		return items;
 	}, [
-		isDashboardLocked,
+		canEdit,
+		isCloning,
 		isAuthor,
 		user.role,
+		isDashboardLocked,
 		dashboard.createdBy,
 		onOpenRename,
+		handleClone,
 		onLockToggle,
 		handle.enter,
 		exportJSON,
 		setCopy,
 		dashboardDataJSON,
-		canEdit,
 	]);
 
 	return (
 		<div className={styles.dashboardActionsContainer}>
-			<DateTimeSelectionV2 showAutoRefresh hideShareModal />
-			<div className={styles.dashboardActionsSecondary}>
-				<DropdownMenuSimple menu={{ items: menuItems }}>
+			<DropdownMenuSimple menu={{ items: menuItems }}>
+				<Button
+					variant="solid"
+					color="secondary"
+					size="md"
+					prefix={<Grid3X3 size="md" />}
+					testId="options"
+				>
+					Actions
+				</Button>
+			</DropdownMenuSimple>
+			{canEdit && (
+				<>
 					<Button
 						variant="solid"
 						color="secondary"
-						size="icon"
-						prefix={<Ellipsis size="md" />}
-						testId="options"
-					/>
-				</DropdownMenuSimple>
-				{canEdit && (
-					<>
-						<Button
-							variant="solid"
-							color="secondary"
-							prefix={<Configure size="md" />}
-							testId="show-drawer"
-							onClick={(): void => setIsSettingsDrawerOpen(true)}
-							size="md"
-						>
-							Configure
-						</Button>
-						<SettingsDrawer
-							drawerTitle="Dashboard Configuration"
-							isOpen={isSettingsDrawerOpen}
-							onClose={(): void => setIsSettingsDrawerOpen(false)}
-						>
-							<DashboardSettings dashboard={dashboard} />
-						</SettingsDrawer>
-					</>
-				)}
-				{!isDashboardLocked && (
-					<Button
-						variant="solid"
-						color="primary"
-						onClick={onAddPanel}
-						prefix={<Plus size="md" />}
-						testId="add-panel-header"
+						prefix={<Configure size="md" />}
+						testId="show-drawer"
+						onClick={(): void => setIsSettingsDrawerOpen(true)}
 						size="md"
 					>
-						New Panel
+						Configure
 					</Button>
-				)}
-			</div>
+					<SettingsDrawer
+						drawerTitle="Dashboard Configuration"
+						isOpen={isSettingsDrawerOpen}
+						onClose={(): void => setIsSettingsDrawerOpen(false)}
+					>
+						<DashboardSettings dashboard={dashboard} />
+					</SettingsDrawer>
+				</>
+			)}
+			<Button
+				variant="solid"
+				color="secondary"
+				prefix={<Braces size="md" />}
+				testId="edit-json"
+				onClick={(): void => setIsJsonEditorOpen(true)}
+				size="md"
+			>
+				Edit as JSON
+			</Button>
+			{!isDashboardLocked && (
+				<Button
+					variant="solid"
+					color="primary"
+					onClick={onAddPanel}
+					prefix={<Plus size="md" />}
+					testId="add-panel-header"
+					size="md"
+				>
+					New Panel
+				</Button>
+			)}
+			<JsonEditorDrawer
+				dashboard={dashboard}
+				isOpen={isJsonEditorOpen}
+				onClose={(): void => setIsJsonEditorOpen(false)}
+			/>
 			<ConfirmDeleteDialog
 				open={isDeleteOpen}
 				title={`Delete dashboard"?`}
@@ -223,6 +314,15 @@ function DashboardActions({
 				onConfirm={handleConfirmDelete}
 				onClose={(): void => setIsDeleteOpen(false)}
 			/>
+			<SectionTitleModal
+				open={isNewSectionOpen}
+				heading="New section"
+				okText="Create section"
+				initialValue=""
+				isSaving={isAddingSection}
+				onClose={(): void => setIsNewSectionOpen(false)}
+				onSubmit={handleCreateSection}
+			/>
 		</div>
 	);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/DashboardInfo/DashboardInfo.module.scss

@@ -1,19 +1,9 @@
 .dashboardInfo {
 	display: flex;
-	flex-direction: column;
-	gap: 8px;
-	width: 40%;
-
-	@media (min-width: 1280px) {
-		width: 30%;
-	}
-}
-
-.dashboardTitleContainer {
-	display: flex;
+	flex: 1;
 	align-items: center;
 	gap: 8px;
-	width: 100%;
+	min-width: 0;
 }
 
 .dashboardImage {
@@ -21,9 +11,8 @@
 }
 
 .dashboardTitle {
-	flex: 1;
+	flex: 0 1 auto;
 	min-width: 0;
-	max-width: fit-content;
 	color: var(--l1-foreground);
 	font-size: 18px;
 	font-weight: 500;
@@ -37,6 +26,19 @@
 	cursor: text !important;
 }
 
+.descriptionIcon {
+	flex-shrink: 0;
+	color: var(--l2-foreground);
+	cursor: help;
+}
+
+.divider {
+	flex-shrink: 0;
+	width: 1px;
+	height: 18px;
+	background: var(--l2-border);
+}
+
 .dashboardTitleEditor {
 	display: flex;
 	align-items: center;
@@ -54,8 +56,13 @@
 	flex-shrink: 0;
 }
 
+/* Flexes into the remaining space and clips so the ResizeObserver can measure
+   how many tags fit before collapsing the rest into a `+N` badge. */
 .dashboardTags {
 	display: flex;
-	flex-wrap: wrap;
-	gap: 8px;
+	flex: 1 1 0;
+	align-items: center;
+	gap: 4px;
+	min-width: 0;
+	overflow: hidden;
 }

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

@@ -1,5 +1,5 @@
 import { KeyboardEvent } from 'react';
-import { Check, Globe, LockKeyhole, X } from '@signozhq/icons';
+import { Check, Globe, LockKeyhole, SolidInfoCircle, X } from '@signozhq/icons';
 import { Badge } from '@signozhq/ui/badge';
 import { Button } from '@signozhq/ui/button';
 import { Input } from '@signozhq/ui/input';
@@ -9,6 +9,7 @@ import cx from 'classnames';
 import { isEmpty } from 'lodash-es';
 
 import styles from './DashboardInfo.module.scss';
+import { useVisibleTagCount } from './useVisibleTagCount';
 import { useDashboardStore } from '../../store/useDashboardStore';
 
 interface DashboardInfoProps {
@@ -45,6 +46,11 @@ function DashboardInfo({
 	const hasTags = tags.length > 0;
 	const hasDescription = !isEmpty(description);
 
+	const { containerRef, visibleCount } = useVisibleTagCount(tags);
+	const needsOverflow = tags.length > visibleCount;
+	const visibleTags = needsOverflow ? tags.slice(0, visibleCount) : tags;
+	const remainingTags = needsOverflow ? tags.slice(visibleCount) : [];
+
 	const onKeyDown = (event: KeyboardEvent<HTMLInputElement>): void => {
 		if (event.key === 'Enter') {
 			event.preventDefault();
@@ -56,83 +62,106 @@ function DashboardInfo({
 
 	return (
 		<div className={styles.dashboardInfo}>
-			<div className={styles.dashboardTitleContainer}>
-				<img src={image} alt={title} className={styles.dashboardImage} />
-				{isEditing ? (
-					<div className={styles.dashboardTitleEditor}>
-						<Input
-							autoFocus
-							value={draft}
-							testId="dashboard-title-input"
-							maxLength={120}
-							className={styles.dashboardTitleInput}
-							onChange={(e): void => onDraftChange(e.target.value)}
-							onKeyDown={onKeyDown}
-						/>
-						<Button
-							type="button"
-							variant="outlined"
-							color="primary"
-							size="icon"
-							className={styles.dashboardTitleActionButton}
-							aria-label="Save title"
-							testId="dashboard-title-save"
-							onClick={onCommit}
-						>
-							<Check size={14} />
-						</Button>
-						<Button
-							type="button"
-							variant="outlined"
-							color="secondary"
-							size="icon"
-							className={styles.dashboardTitleActionButton}
-							aria-label="Cancel title edit"
-							testId="dashboard-title-cancel"
-							onClick={onCancel}
-						>
-							<X size={14} />
-						</Button>
-					</div>
-				) : (
-					<TooltipSimple title={title}>
-						<Typography.Text
-							className={cx(styles.dashboardTitle, {
-								[styles.dashboardTitleHover]: canEdit,
-							})}
-							data-testid="dashboard-title"
-							onClick={canEdit ? onStartEdit : undefined}
-						>
-							{title}
-						</Typography.Text>
-					</TooltipSimple>
-				)}
+			<img src={image} alt={title} className={styles.dashboardImage} />
 
-				{isPublicDashboard && (
-					<TooltipSimple title="This dashboard is publicly accessible">
-						<Globe size={14} />
-					</TooltipSimple>
-				)}
-
-				{isDashboardLocked && (
-					<TooltipSimple title="This dashboard is locked">
-						<LockKeyhole size={14} />
-					</TooltipSimple>
-				)}
-			</div>
-
-			{hasTags && (
-				<div className={styles.dashboardTags}>
-					{tags.map((tag) => (
-						<Badge key={tag} color="warning" variant="outline">
-							{tag}
-						</Badge>
-					))}
+			{isEditing ? (
+				<div className={styles.dashboardTitleEditor}>
+					<Input
+						autoFocus
+						value={draft}
+						testId="dashboard-title-input"
+						maxLength={120}
+						className={styles.dashboardTitleInput}
+						onChange={(e): void => onDraftChange(e.target.value)}
+						onKeyDown={onKeyDown}
+					/>
+					<Button
+						type="button"
+						variant="outlined"
+						color="primary"
+						size="icon"
+						className={styles.dashboardTitleActionButton}
+						aria-label="Save title"
+						testId="dashboard-title-save"
+						onClick={onCommit}
+					>
+						<Check size={14} />
+					</Button>
+					<Button
+						type="button"
+						variant="outlined"
+						color="secondary"
+						size="icon"
+						className={styles.dashboardTitleActionButton}
+						aria-label="Cancel title edit"
+						testId="dashboard-title-cancel"
+						onClick={onCancel}
+					>
+						<X size={14} />
+					</Button>
 				</div>
+			) : (
+				<TooltipSimple title={title}>
+					<Typography.Text
+						className={cx(styles.dashboardTitle, {
+							[styles.dashboardTitleHover]: canEdit,
+						})}
+						data-testid="dashboard-title"
+						onClick={canEdit ? onStartEdit : undefined}
+					>
+						{title}
+					</Typography.Text>
+				</TooltipSimple>
 			)}
 
 			{hasDescription && (
-				<Typography.Text color="muted">{description}</Typography.Text>
+				<TooltipSimple title={description}>
+					<SolidInfoCircle
+						className={styles.descriptionIcon}
+						size={14}
+						data-testid="dashboard-description-info"
+					/>
+				</TooltipSimple>
+			)}
+
+			{isPublicDashboard && (
+				<TooltipSimple title="This dashboard is publicly accessible">
+					<Globe size={14} />
+				</TooltipSimple>
+			)}
+
+			{isDashboardLocked && (
+				<TooltipSimple title="This dashboard is locked">
+					<LockKeyhole size={14} />
+				</TooltipSimple>
+			)}
+
+			{hasTags && (
+				<>
+					<span className={styles.divider} />
+					<div
+						ref={containerRef}
+						className={styles.dashboardTags}
+						data-testid="dashboard-tags"
+					>
+						{visibleTags.map((tag) => (
+							<Badge key={tag} color="warning" variant="outline">
+								{tag}
+							</Badge>
+						))}
+						{remainingTags.length > 0 && (
+							<TooltipSimple title={remainingTags.join(', ')}>
+								<Badge
+									color="warning"
+									variant="outline"
+									data-testid="dashboard-tags-overflow"
+								>
+									+{remainingTags.length}
+								</Badge>
+							</TooltipSimple>
+						)}
+					</div>
+				</>
 			)}
 		</div>
 	);

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/DashboardInfo/useVisibleTagCount.ts

@@ -0,0 +1,62 @@
+import { useCallback, useEffect, useRef, useState } from 'react';
+import {
+	BADGE_GAP,
+	estimateBadgeWidth,
+	OVERFLOW_BADGE_WIDTH,
+} from 'components/Alerts/LabelColumn/utils';
+
+interface Result {
+	containerRef: React.RefObject<HTMLDivElement>;
+	visibleCount: number;
+}
+
+/**
+ * Measures how many tags fit in the container and returns the visible count,
+ * reserving room for the `+N` overflow badge. Reuses the badge-width estimation
+ * from the alerts LabelColumn so dashboards and alerts overflow identically.
+ */
+export function useVisibleTagCount(tags: string[]): Result {
+	const containerRef = useRef<HTMLDivElement>(null);
+	const [visibleCount, setVisibleCount] = useState(tags.length);
+
+	const calculateVisible = useCallback(
+		(width: number): number => {
+			if (width <= 0) {
+				return 1;
+			}
+			const availableWidth = width - OVERFLOW_BADGE_WIDTH - BADGE_GAP;
+			let usedWidth = 0;
+			let count = 0;
+			for (const tag of tags) {
+				const badgeWidth = estimateBadgeWidth(tag) + BADGE_GAP;
+				if (usedWidth + badgeWidth > availableWidth && count > 0) {
+					break;
+				}
+				usedWidth += badgeWidth;
+				count += 1;
+			}
+			return Math.max(1, count);
+		},
+		[tags],
+	);
+
+	useEffect(() => {
+		const container = containerRef.current;
+		if (!container) {
+			return undefined;
+		}
+		const observer = new ResizeObserver((entries) => {
+			const entry = entries[0];
+			if (entry && entry.contentRect.width > 0) {
+				setVisibleCount(calculateVisible(entry.contentRect.width));
+			}
+		});
+		observer.observe(container);
+		if (container.clientWidth > 0) {
+			setVisibleCount(calculateVisible(container.clientWidth));
+		}
+		return (): void => observer.disconnect();
+	}, [calculateVisible]);
+
+	return { containerRef, visibleCount };
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/DashboardPageToolbar.module.scss

@@ -5,7 +5,9 @@
 	color: var(--l2-foreground);
 	background-color: var(--l1-background);
 	padding: 16px;
-	box-shadow: 0 2px 2px 0px var(--l2-border);
+	box-shadow:
+		0 1px 0 0 var(--l2-border),
+		0 6px 12px -10px var(--l2-border);
 }
 
 .dashboardPageToolbarSubContainer {
@@ -16,5 +18,22 @@
 	display: flex;
 	align-items: flex-start;
 	justify-content: space-between;
+	gap: 16px;
 	width: 100%;
 }
+
+.toolbarRow2 {
+	width: 100%;
+	margin-top: 12px;
+
+	&::after {
+		display: block;
+		clear: both;
+		content: '';
+	}
+}
+
+.timeCluster {
+	float: right;
+	margin: 0 0 0 16px;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/JsonEditorDrawer.module.scss

@@ -0,0 +1,72 @@
+.root {
+	:global(.ant-drawer-wrapper-body) {
+		border-left: 1px solid var(--l1-border);
+		background: var(--l2-background);
+	}
+
+	:global(.ant-drawer-header) {
+		height: 48px;
+		border-bottom: 1px solid var(--l1-border);
+
+		:global(.ant-drawer-title) {
+			color: var(--l2-foreground);
+			font-family: Inter;
+			font-size: 14px;
+			font-weight: 500;
+		}
+	}
+
+	:global(.ant-drawer-body) {
+		padding: 0;
+		display: flex;
+		min-height: 0;
+	}
+
+	:global(.ant-drawer-footer) {
+		padding: 12px 16px;
+		border-top: 1px solid var(--l1-border);
+	}
+}
+
+.body {
+	display: flex;
+	flex: 1;
+	min-width: 0;
+	min-height: 0;
+	flex-direction: column;
+}
+
+.editor {
+	flex: 1;
+	min-height: 0;
+}
+
+.footer {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	gap: 12px;
+}
+
+.validation {
+	min-width: 0;
+	overflow: hidden;
+	font-family: 'Space Mono', monospace;
+	font-size: 12px;
+	text-overflow: ellipsis;
+	white-space: nowrap;
+}
+
+.validationValid {
+	color: var(--bg-forest-400);
+}
+
+.validationInvalid {
+	color: var(--bg-cherry-400);
+}
+
+.footerActions {
+	display: flex;
+	flex-shrink: 0;
+	gap: 8px;
+}

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

@@ -0,0 +1,141 @@
+import { KeyboardEvent, useCallback } from 'react';
+import MEditor from '@monaco-editor/react';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+import { Drawer } from 'antd';
+import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+import { useCopyToClipboard } from 'react-use';
+import { toast } from '@signozhq/ui/sonner';
+
+import { defineJsonEditorTheme, JSON_EDITOR_THEME } from './editorTheme';
+import styles from './JsonEditorDrawer.module.scss';
+import JsonEditorToolbar from './JsonEditorToolbar';
+import { useJsonEditor } from './useJsonEditor';
+
+interface JsonEditorDrawerProps {
+	dashboard: DashboardtypesGettableDashboardV2DTO;
+	isOpen: boolean;
+	onClose: () => void;
+}
+
+function JsonEditorDrawer({
+	dashboard,
+	isOpen,
+	onClose,
+}: JsonEditorDrawerProps): JSX.Element {
+	const [, copyToClipboard] = useCopyToClipboard();
+
+	const { draft, setDraft, validity, isDirty, isSaving, format, reset, apply } =
+		useJsonEditor({ dashboard, isOpen, onApplied: onClose });
+
+	const onCopy = useCallback((): void => {
+		copyToClipboard(draft);
+		toast.success('JSON copied to clipboard');
+	}, [copyToClipboard, draft]);
+
+	const onDownload = useCallback((): void => {
+		const blob = new Blob([draft], { type: 'application/json' });
+		const url = URL.createObjectURL(blob);
+		const link = document.createElement('a');
+		link.href = url;
+		link.download = `${dashboard.name || 'dashboard'}.json`;
+		document.body.appendChild(link);
+		link.click();
+		document.body.removeChild(link);
+		URL.revokeObjectURL(url);
+	}, [draft, dashboard.name]);
+
+	const onKeyDown = useCallback(
+		(event: KeyboardEvent<HTMLDivElement>): void => {
+			if ((event.metaKey || event.ctrlKey) && event.key === 'Enter') {
+				event.preventDefault();
+				void apply();
+			}
+		},
+		[apply],
+	);
+
+	const applyDisabled = !isDirty || !validity.valid || isSaving;
+	const validationText = validity.valid
+		? `Valid JSON · ${validity.lineCount} lines`
+		: `Line ${validity.errorLine ?? '?'} · ${validity.message ?? 'Invalid JSON'}`;
+
+	return (
+		<Drawer
+			title="Dashboard JSON"
+			placement="right"
+			width={660}
+			onClose={onClose}
+			open={isOpen}
+			rootClassName={styles.root}
+			footer={
+				<div className={styles.footer}>
+					<Typography.Text
+						className={cx(styles.validation, {
+							[styles.validationValid]: validity.valid,
+							[styles.validationInvalid]: !validity.valid,
+						})}
+						data-testid="json-editor-validation"
+					>
+						{validationText}
+					</Typography.Text>
+					<div className={styles.footerActions}>
+						<Button
+							variant="outlined"
+							color="secondary"
+							size="md"
+							testId="json-editor-cancel"
+							onClick={onClose}
+						>
+							Cancel
+						</Button>
+						<Button
+							variant="solid"
+							color="primary"
+							size="md"
+							testId="json-editor-apply"
+							disabled={applyDisabled}
+							onClick={(): void => void apply()}
+						>
+							Apply changes
+						</Button>
+					</div>
+				</div>
+			}
+		>
+			{/* eslint-disable-next-line jsx-a11y/no-static-element-interactions */}
+			<div className={styles.body} onKeyDown={onKeyDown}>
+				<JsonEditorToolbar
+					isDirty={isDirty}
+					onFormat={format}
+					onCopy={onCopy}
+					onDownload={onDownload}
+					onReset={reset}
+				/>
+				<div className={styles.editor}>
+					<MEditor
+						language="json"
+						height="100%"
+						value={draft}
+						onChange={(value): void => setDraft(value ?? '')}
+						options={{
+							scrollbar: { alwaysConsumeMouseWheel: false },
+							minimap: { enabled: false },
+							fontSize: 13,
+							fontFamily: 'Space Mono',
+						}}
+						theme="vs-dark"
+						onMount={(editor, monaco): void => {
+							defineJsonEditorTheme(monaco, editor.getContainerDomNode());
+							monaco.editor.setTheme(JSON_EDITOR_THEME);
+							void document.fonts.ready.then(() => monaco.editor.remeasureFonts());
+						}}
+					/>
+				</div>
+			</div>
+		</Drawer>
+	);
+}
+
+export default JsonEditorDrawer;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/JsonEditorToolbar.module.scss

@@ -0,0 +1,12 @@
+.toolbar {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+	padding: 8px 12px;
+	border-bottom: 1px solid var(--l1-border);
+	background: var(--l1-background);
+}
+
+.spacer {
+	flex: 1;
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/JsonEditorToolbar.tsx

@@ -0,0 +1,69 @@
+import { AlignLeft, Copy, Download, RotateCcw } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+
+import styles from './JsonEditorToolbar.module.scss';
+
+interface JsonEditorToolbarProps {
+	isDirty: boolean;
+	onFormat: () => void;
+	onCopy: () => void;
+	onDownload: () => void;
+	onReset: () => void;
+}
+
+function JsonEditorToolbar({
+	isDirty,
+	onFormat,
+	onCopy,
+	onDownload,
+	onReset,
+}: JsonEditorToolbarProps): JSX.Element {
+	return (
+		<div className={styles.toolbar}>
+			<Button
+				variant="ghost"
+				color="secondary"
+				size="sm"
+				prefix={<AlignLeft size={14} />}
+				testId="json-editor-format"
+				onClick={onFormat}
+			>
+				Format
+			</Button>
+			<Button
+				variant="ghost"
+				color="secondary"
+				size="sm"
+				prefix={<Copy size={14} />}
+				testId="json-editor-copy"
+				onClick={onCopy}
+			>
+				Copy
+			</Button>
+			<Button
+				variant="ghost"
+				color="secondary"
+				size="sm"
+				prefix={<Download size={14} />}
+				testId="json-editor-download"
+				onClick={onDownload}
+			>
+				Download
+			</Button>
+			<div className={styles.spacer} />
+			<Button
+				variant="ghost"
+				color="secondary"
+				size="sm"
+				prefix={<RotateCcw size={14} />}
+				testId="json-editor-reset"
+				disabled={!isDirty}
+				onClick={onReset}
+			>
+				Reset
+			</Button>
+		</div>
+	);
+}
+
+export default JsonEditorToolbar;

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/__tests__/JsonEditorDrawer.test.tsx

@@ -0,0 +1,165 @@
+import { fireEvent, render, screen } from '@testing-library/react';
+import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+
+import JsonEditorDrawer from '../JsonEditorDrawer';
+import { useJsonEditor } from '../useJsonEditor';
+
+jest.mock('../useJsonEditor', () => ({ useJsonEditor: jest.fn() }));
+
+jest.mock('@monaco-editor/react', () => ({
+	__esModule: true,
+	default: ({
+		value,
+		onChange,
+	}: {
+		value: string;
+		onChange: (next?: string) => void;
+	}): JSX.Element => (
+		<textarea
+			aria-label="json-editor"
+			data-testid="monaco"
+			value={value}
+			onChange={(e): void => onChange(e.target.value)}
+		/>
+	),
+}));
+
+jest.mock('@signozhq/ui/sonner', () => ({
+	toast: { success: jest.fn(), error: jest.fn() },
+}));
+
+jest.mock('react-use', () => ({
+	useCopyToClipboard: (): [unknown, jest.Mock] => [{}, jest.fn()],
+}));
+
+const mockUseJsonEditor = useJsonEditor as jest.Mock;
+
+const dashboard = {
+	id: 'dash-1',
+	name: 'My dashboard',
+} as unknown as DashboardtypesGettableDashboardV2DTO;
+
+function hookValue(
+	overrides: Partial<ReturnType<typeof useJsonEditor>> = {},
+): ReturnType<typeof useJsonEditor> {
+	return {
+		draft: '{\n  "a": 1\n}',
+		setDraft: jest.fn(),
+		validity: { valid: true, lineCount: 3 },
+		isDirty: true,
+		isSaving: false,
+		format: jest.fn(),
+		reset: jest.fn(),
+		apply: jest.fn().mockResolvedValue(undefined),
+		...overrides,
+	};
+}
+
+describe('JsonEditorDrawer', () => {
+	beforeEach(() => jest.clearAllMocks());
+
+	it('renders the toolbar, editor and footer actions when open', () => {
+		mockUseJsonEditor.mockReturnValue(hookValue());
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />);
+
+		expect(screen.getByTestId('json-editor-format')).toBeInTheDocument();
+		expect(screen.getByTestId('json-editor-copy')).toBeInTheDocument();
+		expect(screen.getByTestId('json-editor-download')).toBeInTheDocument();
+		expect(screen.getByTestId('json-editor-reset')).toBeInTheDocument();
+		expect(screen.getByTestId('json-editor-apply')).toBeInTheDocument();
+		expect(screen.getByTestId('monaco')).toBeInTheDocument();
+	});
+
+	it('shows a valid status with the line count', () => {
+		mockUseJsonEditor.mockReturnValue(
+			hookValue({ validity: { valid: true, lineCount: 12 } }),
+		);
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />);
+
+		expect(screen.getByTestId('json-editor-validation')).toHaveTextContent(
+			'Valid JSON · 12 lines',
+		);
+	});
+
+	it('shows the error line and message when invalid', () => {
+		mockUseJsonEditor.mockReturnValue(
+			hookValue({
+				validity: {
+					valid: false,
+					lineCount: 4,
+					errorLine: 3,
+					message: 'Unexpected token',
+				},
+			}),
+		);
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />);
+
+		expect(screen.getByTestId('json-editor-validation')).toHaveTextContent(
+			'Line 3 · Unexpected token',
+		);
+	});
+
+	it('disables Apply when not dirty, invalid, or saving', () => {
+		mockUseJsonEditor.mockReturnValue(hookValue({ isDirty: false }));
+		const { rerender } = render(
+			<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />,
+		);
+		expect(screen.getByTestId('json-editor-apply')).toBeDisabled();
+
+		mockUseJsonEditor.mockReturnValue(
+			hookValue({ validity: { valid: false, lineCount: 1 } }),
+		);
+		rerender(
+			<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />,
+		);
+		expect(screen.getByTestId('json-editor-apply')).toBeDisabled();
+
+		mockUseJsonEditor.mockReturnValue(hookValue({ isSaving: true }));
+		rerender(
+			<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />,
+		);
+		expect(screen.getByTestId('json-editor-apply')).toBeDisabled();
+	});
+
+	it('wires toolbar and footer buttons to the hook callbacks', () => {
+		const value = hookValue();
+		mockUseJsonEditor.mockReturnValue(value);
+		const onClose = jest.fn();
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={onClose} />);
+
+		fireEvent.click(screen.getByTestId('json-editor-format'));
+		expect(value.format).toHaveBeenCalled();
+
+		fireEvent.click(screen.getByTestId('json-editor-reset'));
+		expect(value.reset).toHaveBeenCalled();
+
+		fireEvent.click(screen.getByTestId('json-editor-apply'));
+		expect(value.apply).toHaveBeenCalled();
+
+		fireEvent.click(screen.getByTestId('json-editor-cancel'));
+		expect(onClose).toHaveBeenCalled();
+	});
+
+	it('forwards editor changes to setDraft', () => {
+		const value = hookValue();
+		mockUseJsonEditor.mockReturnValue(value);
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />);
+
+		fireEvent.change(screen.getByTestId('monaco'), {
+			target: { value: '{"b":2}' },
+		});
+		expect(value.setDraft).toHaveBeenCalledWith('{"b":2}');
+	});
+
+	it('applies on Cmd/Ctrl+Enter', () => {
+		const value = hookValue();
+		mockUseJsonEditor.mockReturnValue(value);
+		render(<JsonEditorDrawer dashboard={dashboard} isOpen onClose={jest.fn()} />);
+
+		fireEvent.keyDown(screen.getByTestId('monaco'), {
+			key: 'Enter',
+			metaKey: true,
+		});
+		expect(value.apply).toHaveBeenCalled();
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/__tests__/useJsonEditor.test.tsx

@@ -0,0 +1,179 @@
+import { act, renderHook } from '@testing-library/react';
+import { updateDashboardV2 } from 'api/generated/services/dashboard';
+import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+import { toast } from '@signozhq/ui/sonner';
+
+import { useJsonEditor } from '../useJsonEditor';
+
+const mockRefetch = jest.fn();
+const mockShowErrorModal = jest.fn();
+
+jest.mock('../../../store/useDashboardStore', () => ({
+	useDashboardStore: (selector: (state: unknown) => unknown): unknown =>
+		selector({ dashboardId: 'dash-1', refetch: mockRefetch }),
+}));
+
+jest.mock('providers/ErrorModalProvider', () => ({
+	useErrorModal: (): { showErrorModal: jest.Mock } => ({
+		showErrorModal: mockShowErrorModal,
+	}),
+}));
+
+jest.mock('api/generated/services/dashboard', () => ({
+	updateDashboardV2: jest.fn(),
+}));
+
+jest.mock('@signozhq/ui/sonner', () => ({
+	toast: { success: jest.fn(), error: jest.fn() },
+}));
+
+const mockUpdate = updateDashboardV2 as jest.Mock;
+const mockToastSuccess = toast.success as jest.Mock;
+
+const dashboard = {
+	id: 'dash-1',
+	name: 'My dashboard',
+	schemaVersion: 'v6',
+	image: 'icon.png',
+	tags: [{ key: 'env', value: 'prod' }],
+	spec: {
+		display: { name: 'My dashboard' },
+		panels: {},
+		layouts: [],
+		variables: [],
+	},
+} as unknown as DashboardtypesGettableDashboardV2DTO;
+
+const serialized = JSON.stringify(dashboard, null, 2);
+
+describe('useJsonEditor', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+		mockUpdate.mockResolvedValue({});
+	});
+
+	it('seeds the draft from the dashboard and reports valid, non-dirty state', () => {
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		expect(result.current.draft).toBe(serialized);
+		expect(result.current.isDirty).toBe(false);
+		expect(result.current.validity.valid).toBe(true);
+		expect(result.current.validity.lineCount).toBe(serialized.split('\n').length);
+	});
+
+	it('flags invalid JSON with a line number and marks the draft dirty', () => {
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		act(() => result.current.setDraft('{\n  "name": ,\n}'));
+
+		expect(result.current.validity.valid).toBe(false);
+		expect(result.current.validity.message).toBeDefined();
+		expect(result.current.isDirty).toBe(true);
+	});
+
+	it('format() pretty-prints valid JSON and leaves invalid JSON untouched', () => {
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		act(() => result.current.setDraft('{"a":1}'));
+		act(() => result.current.format());
+		expect(result.current.draft).toBe('{\n  "a": 1\n}');
+
+		act(() => result.current.setDraft('{bad'));
+		act(() => result.current.format());
+		expect(result.current.draft).toBe('{bad');
+	});
+
+	it('reset() restores the last-applied text', () => {
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		act(() => result.current.setDraft('edited'));
+		expect(result.current.isDirty).toBe(true);
+
+		act(() => result.current.reset());
+		expect(result.current.draft).toBe(serialized);
+		expect(result.current.isDirty).toBe(false);
+	});
+
+	it('apply() is a no-op when the draft is unchanged or invalid', async () => {
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		await act(async () => {
+			await result.current.apply();
+		});
+		expect(mockUpdate).not.toHaveBeenCalled();
+
+		act(() => result.current.setDraft('{bad'));
+		await act(async () => {
+			await result.current.apply();
+		});
+		expect(mockUpdate).not.toHaveBeenCalled();
+	});
+
+	it('apply() PUTs the narrowed body, toasts, refetches and calls onApplied', async () => {
+		const onApplied = jest.fn();
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied }),
+		);
+
+		const next = { ...dashboard, name: 'Renamed' };
+		act(() => result.current.setDraft(JSON.stringify(next)));
+		await act(async () => {
+			await result.current.apply();
+		});
+
+		expect(mockUpdate).toHaveBeenCalledTimes(1);
+		expect(mockUpdate).toHaveBeenCalledWith(
+			{ id: 'dash-1' },
+			expect.objectContaining({
+				name: 'Renamed',
+				schemaVersion: 'v6',
+				spec: next.spec,
+				tags: next.tags,
+			}),
+		);
+		expect(mockToastSuccess).toHaveBeenCalled();
+		expect(mockRefetch).toHaveBeenCalled();
+		expect(onApplied).toHaveBeenCalled();
+	});
+
+	it('apply() surfaces errors through the error modal', async () => {
+		mockUpdate.mockRejectedValueOnce(new Error('boom'));
+		const { result } = renderHook(() =>
+			useJsonEditor({ dashboard, isOpen: true, onApplied: jest.fn() }),
+		);
+
+		act(() =>
+			result.current.setDraft(JSON.stringify({ ...dashboard, name: 'X' })),
+		);
+		await act(async () => {
+			await result.current.apply();
+		});
+
+		expect(mockShowErrorModal).toHaveBeenCalled();
+	});
+
+	it('re-seeds the draft when the drawer re-opens', () => {
+		const onApplied = jest.fn();
+		const { result, rerender } = renderHook(
+			(props: { isOpen: boolean }) =>
+				useJsonEditor({ dashboard, isOpen: props.isOpen, onApplied }),
+			{ initialProps: { isOpen: false } },
+		);
+
+		act(() => result.current.setDraft('stale edit'));
+		expect(result.current.draft).toBe('stale edit');
+
+		rerender({ isOpen: true });
+		expect(result.current.draft).toBe(serialized);
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/dashboardToUpdatable.ts

@@ -0,0 +1,26 @@
+import type {
+	DashboardtypesGettableDashboardV2DTO,
+	DashboardtypesDashboardSpecDTO,
+	DashboardtypesUpdatableDashboardV2DTO,
+	TagtypesPostableTagDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+/**
+ * Narrow a parsed (full Gettable-shaped) dashboard JSON down to the PUT-updatable
+ * body. The editor shows the whole dashboard for readability, but the update
+ * endpoint only accepts `{ name, schemaVersion, image, tags, spec }` — the
+ * server owns `id`, `locked`, timestamps, etc., so we drop them here.
+ */
+export function dashboardToUpdatable(
+	parsed: Record<string, unknown>,
+): DashboardtypesUpdatableDashboardV2DTO {
+	const dashboard = parsed as Partial<DashboardtypesGettableDashboardV2DTO>;
+
+	return {
+		name: dashboard.name ?? '',
+		schemaVersion: dashboard.schemaVersion ?? 'v6',
+		image: dashboard.image,
+		tags: (dashboard.tags as TagtypesPostableTagDTO[] | null | undefined) ?? null,
+		spec: dashboard.spec as DashboardtypesDashboardSpecDTO,
+	};
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/editorTheme.ts

@@ -0,0 +1,47 @@
+import type { Monaco } from '@monaco-editor/react';
+
+export const JSON_EDITOR_THEME = 'signoz-json';
+
+function token(el: HTMLElement, name: string): string {
+	return getComputedStyle(el).getPropertyValue(name).trim().replace('#', '');
+}
+
+function isDark(hex: string): boolean {
+	if (hex.length < 6) {
+		return true;
+	}
+	const r = parseInt(hex.slice(0, 2), 16);
+	const g = parseInt(hex.slice(2, 4), 16);
+	const b = parseInt(hex.slice(4, 6), 16);
+	return 0.299 * r + 0.587 * g + 0.114 * b < 128;
+}
+
+export function defineJsonEditorTheme(monaco: Monaco, el: HTMLElement): void {
+	const background = token(el, '--l1-background');
+	const foreground = token(el, '--l1-foreground');
+	const keyColor = token(el, '--bg-vanilla-400');
+	const valueColor = token(el, '--bg-robin-400');
+
+	const rules: { token: string; foreground: string }[] = [];
+	if (keyColor) {
+		rules.push({ token: 'string.key.json', foreground: keyColor });
+	}
+	if (valueColor) {
+		rules.push({ token: 'string.value.json', foreground: valueColor });
+	}
+
+	const colors: Record<string, string> = {};
+	if (background) {
+		colors['editor.background'] = `#${background}`;
+	}
+	if (foreground) {
+		colors['editor.foreground'] = `#${foreground}`;
+	}
+
+	monaco.editor.defineTheme(JSON_EDITOR_THEME, {
+		base: isDark(background) ? 'vs-dark' : 'vs',
+		inherit: true,
+		rules,
+		colors,
+	});
+}

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/JsonEditorDrawer/useJsonEditor.ts

@@ -0,0 +1,148 @@
+import { useCallback, useEffect, useMemo, useState } from 'react';
+import { toast } from '@signozhq/ui/sonner';
+import { updateDashboardV2 } from 'api/generated/services/dashboard';
+import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+import { useErrorModal } from 'providers/ErrorModalProvider';
+import APIError from 'types/api/error';
+
+import { dashboardToUpdatable } from './dashboardToUpdatable';
+import { useDashboardStore } from '../../store/useDashboardStore';
+
+export interface JsonValidity {
+	valid: boolean;
+	lineCount: number;
+	/** 1-based line of the parse error, when known. */
+	errorLine?: number;
+	message?: string;
+}
+
+interface Params {
+	dashboard: DashboardtypesGettableDashboardV2DTO;
+	isOpen: boolean;
+	onApplied: () => void;
+}
+
+interface Result {
+	draft: string;
+	setDraft: (next: string) => void;
+	validity: JsonValidity;
+	isDirty: boolean;
+	isSaving: boolean;
+	format: () => void;
+	reset: () => void;
+	apply: () => Promise<void>;
+}
+
+const serialize = (dashboard: DashboardtypesGettableDashboardV2DTO): string =>
+	JSON.stringify(dashboard, null, 2);
+
+/** Derive a 1-based line number from a `JSON.parse` "position N" error message. */
+function errorLineFromMessage(
+	source: string,
+	message: string,
+): number | undefined {
+	const match = /position (\d+)/.exec(message);
+	if (!match) {
+		return undefined;
+	}
+	const position = Number(match[1]);
+	return source.slice(0, position).split('\n').length;
+}
+
+/**
+ * Editor state for the dashboard JSON drawer: tracks the editable `draft`
+ * against the last-applied text, exposes live validation, and applies changes
+ * via the full-document update endpoint.
+ */
+export function useJsonEditor({
+	dashboard,
+	isOpen,
+	onApplied,
+}: Params): Result {
+	const dashboardId = useDashboardStore((s) => s.dashboardId);
+	const refetch = useDashboardStore((s) => s.refetch);
+	const { showErrorModal } = useErrorModal();
+
+	const [appliedText, setAppliedText] = useState<string>(() =>
+		serialize(dashboard),
+	);
+	const [draft, setDraft] = useState<string>(appliedText);
+	const [isSaving, setIsSaving] = useState(false);
+
+	// Re-seed the editor from the current dashboard each time the drawer opens so
+	// it always reflects the latest persisted state (e.g. after a refetch).
+	useEffect(() => {
+		if (isOpen) {
+			const next = serialize(dashboard);
+			setAppliedText(next);
+			setDraft(next);
+		}
+	}, [isOpen, dashboard]);
+
+	const validity = useMemo<JsonValidity>(() => {
+		const lineCount = draft.split('\n').length;
+		try {
+			JSON.parse(draft);
+			return { valid: true, lineCount };
+		} catch (error) {
+			const message = error instanceof Error ? error.message : 'Invalid JSON';
+			return {
+				valid: false,
+				lineCount,
+				errorLine: errorLineFromMessage(draft, message),
+				message,
+			};
+		}
+	}, [draft]);
+
+	const isDirty = draft !== appliedText;
+
+	const format = useCallback((): void => {
+		try {
+			setDraft(JSON.stringify(JSON.parse(draft), null, 2));
+		} catch {
+			// Leave the draft untouched when it can't be parsed.
+		}
+	}, [draft]);
+
+	const reset = useCallback((): void => {
+		setDraft(appliedText);
+	}, [appliedText]);
+
+	const apply = useCallback(async (): Promise<void> => {
+		if (!validity.valid || !isDirty) {
+			return;
+		}
+		try {
+			setIsSaving(true);
+			const parsed = JSON.parse(draft) as Record<string, unknown>;
+			await updateDashboardV2({ id: dashboardId }, dashboardToUpdatable(parsed));
+			toast.success('Dashboard updated');
+			refetch();
+			onApplied();
+		} catch (error) {
+			showErrorModal(error as APIError);
+		} finally {
+			setIsSaving(false);
+		}
+	}, [
+		dashboardId,
+		validity.valid,
+		isDirty,
+		draft,
+		refetch,
+		onApplied,
+		showErrorModal,
+	]);
+
+	return {
+		draft,
+		setDraft,
+		validity,
+		isDirty,
+		isSaving,
+		format,
+		reset,
+		apply,
+	};
+}

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

@@ -12,6 +12,7 @@ import type {
 	DashboardtypesJSONPatchOperationDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { Base64Icons } from 'container/DashboardContainer/DashboardSettings/General/utils';
+import DateTimeSelectionV2 from 'container/TopNav/DateTimeSelectionV2';
 import { useAppContext } from 'providers/App/App';
 import { usePanelTypeSelectionModalStore } from 'providers/Dashboard/helpers/panelTypeSelectionModalHelper';
 import { useErrorModal } from 'providers/ErrorModalProvider';
@@ -139,7 +140,15 @@ function DashboardPageToolbar(props: DashboardPageToolbarProps): JSX.Element {
 				/>
 			</div>
 
-			<VariablesBar dashboard={dashboard} />
+			{/* Row 2: the time selector floats top-right (declared first so the
+			    variables bar's content wraps around it); the variables bar
+			    collapses to one line and, when expanded, wraps full-width under it. */}
+			<div className={styles.toolbarRow2}>
+				<div className={styles.timeCluster}>
+					<DateTimeSelectionV2 showAutoRefresh hideShareModal />
+				</div>
+				<VariablesBar dashboard={dashboard} />
+			</div>
 		</section>
 	);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Section/Section/Section.tsx

@@ -13,7 +13,7 @@ import { useDashboardStore } from '../../../store/useDashboardStore';
 import { useDeleteSection } from '../hooks/useDeleteSection';
 import { useRenameSection } from '../hooks/useRenameSection';
 import { useToggleSectionCollapse } from '../hooks/useToggleSectionCollapse';
-import RenameSectionModal from '../RenameSectionModal';
+import SectionTitleModal from '../SectionTitleModal';
 import SectionGrid from '../SectionGrid/SectionGrid';
 import SectionHeader, {
 	type SectionDragHandle,
@@ -146,8 +146,10 @@ function Section({
 						)}
 					</div>
 				))}
-			<RenameSectionModal
+			<SectionTitleModal
 				open={isRenaming}
+				heading="Rename section"
+				okText="Rename"
 				initialValue={section.title}
 				isSaving={isSaving}
 				onClose={(): void => setIsRenaming(false)}

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Section/SectionTitleModal.tsx

@@ -2,21 +2,30 @@ import { useEffect, useState } from 'react';
 import { Modal } from 'antd';
 import { Input } from '@signozhq/ui/input';
 
-interface RenameSectionModalProps {
+interface SectionTitleModalProps {
 	open: boolean;
+	/** Modal heading, e.g. "Rename section" / "New section". */
+	heading: string;
+	/** Confirm button label, e.g. "Rename" / "Create section". */
+	okText: string;
 	initialValue: string;
 	isSaving: boolean;
+	placeholder?: string;
 	onClose: () => void;
 	onSubmit: (title: string) => void;
 }
 
-function RenameSectionModal({
+/** Title-entry modal shared by section create and rename. */
+function SectionTitleModal({
 	open,
+	heading,
+	okText,
 	initialValue,
 	isSaving,
+	placeholder = 'Section name',
 	onClose,
 	onSubmit,
-}: RenameSectionModalProps): JSX.Element {
+}: SectionTitleModalProps): JSX.Element {
 	const [value, setValue] = useState<string>(initialValue);
 
 	// Reseed the field each time the modal opens.
@@ -36,19 +45,19 @@ function RenameSectionModal({
 	return (
 		<Modal
 			open={open}
-			title="Rename section"
+			title={heading}
 			onCancel={onClose}
 			onOk={submit}
-			okText="Rename"
+			okText={okText}
 			okButtonProps={{ disabled: isSaving || !value.trim() }}
 			destroyOnClose
 		>
 			<Input
-				testId="rename-section-input"
+				testId="section-title-input"
 				autoFocus
 				value={value}
 				maxLength={120}
-				placeholder="Section name"
+				placeholder={placeholder}
 				onChange={(e): void => setValue(e.target.value)}
 				onKeyDown={(e): void => {
 					if (e.key === 'Enter') {
@@ -61,4 +70,4 @@ function RenameSectionModal({
 	);
 }
 
-export default RenameSectionModal;
+export default SectionTitleModal;

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Section/hooks/useAddSection.ts

@@ -12,6 +12,27 @@ import {
 } from '../../../patchOps';
 import { useDashboardStore } from '../../../store/useDashboardStore';
 
+const SECTION_SELECTOR = '[data-testid^="dashboard-section-"]';
+
+/**
+ * Waits (via rAF) for the refetch to render the appended section, then scrolls
+ * it into view. Polls because `refetch` resolves before React commits the new
+ * section to the DOM; bails after ~40 frames.
+ */
+function scrollToNewSection(prevCount: number, attempts = 40): void {
+	const sections = document.querySelectorAll(SECTION_SELECTOR);
+	if (sections.length > prevCount) {
+		sections[sections.length - 1]?.scrollIntoView({
+			behavior: 'smooth',
+			block: 'center',
+		});
+		return;
+	}
+	if (attempts > 0) {
+		requestAnimationFrame(() => scrollToNewSection(prevCount, attempts - 1));
+	}
+}
+
 interface Params {
 	layouts: DashboardtypesLayoutDTO[] | undefined | null;
 }
@@ -42,10 +63,12 @@ export function useAddSection({ layouts }: Params): Result {
 				!layouts || layouts.length === 0
 					? reorderLayoutsOp([newGridLayout(trimmed)])
 					: addSectionOp(trimmed);
+			const prevSectionCount = document.querySelectorAll(SECTION_SELECTOR).length;
 			try {
 				setIsSaving(true);
 				await patchDashboardV2({ id: dashboardId }, [op]);
 				refetch();
+				scrollToNewSection(prevSectionCount);
 			} catch (error) {
 				showErrorModal(error as APIError);
 			} finally {

frontend/src/pages/DashboardPageV2/DashboardContainer/VariablesBar/VariableSelector.tsx

@@ -101,7 +101,7 @@ function VariableSelector({
 				${variable.name}
 				{variable.description ? (
 					<Tooltip title={variable.description}>
-						<SolidInfoCircle className={styles.infoIcon} size="md" />
+						<SolidInfoCircle className={styles.infoIcon} size={14} />
 					</Tooltip>
 				) : null}
 			</Typography.Text>

frontend/src/pages/DashboardPageV2/DashboardContainer/VariablesBar/VariablesBar.module.scss

@@ -1,12 +1,55 @@
-/* Mirrors the V1 dashboard variable bar: each variable is a connected pill —
-   a robin `$name` segment joined to a value segment. */
-/* Sits inside the already-padded sticky toolbar section, so it only needs a top
-   gap from the tags — horizontal/bottom padding comes from the toolbar. */
 .bar {
+	min-width: 0;
+}
+
+.strip {
+	display: flow-root;
+}
+
+.stripExpanded {
 	display: flex;
 	flex-wrap: wrap;
-	gap: 12px;
+	gap: 8px;
 	padding-top: 12px;
+	overflow: visible;
+	clear: both;
+
+	.variableSlot,
+	.moreButton {
+		margin: 0;
+	}
+
+	@media (prefers-reduced-motion: no-preference) {
+		animation: variablesExpandIn 200ms ease-out;
+	}
+}
+
+@keyframes variablesExpandIn {
+	from {
+		opacity: 0;
+		transform: translateY(-6px);
+	}
+
+	to {
+		opacity: 1;
+		transform: translateY(0);
+	}
+}
+
+.variableSlot {
+	display: inline-flex;
+	align-items: center;
+	margin-right: 8px;
+	vertical-align: top;
+}
+
+.variableSlotHidden {
+	display: none;
+}
+
+.moreButton {
+	display: inline-flex;
+	vertical-align: top;
 }
 
 .variableItem {
@@ -21,7 +64,7 @@
 	align-items: center;
 	gap: 4px;
 	padding: 6px 6px 6px 8px;
-	border: 1px solid var(--l1-border);
+	border: 1px solid var(--l3-border);
 	border-radius: 2px 0 0 2px;
 	background: var(--l3-background);
 	color: var(--bg-robin-300);
@@ -33,8 +76,10 @@
 }
 
 .infoIcon {
-	margin-left: 4px;
+	display: inline-flex;
+	margin-left: 2px;
 	color: var(--l2-foreground);
+	vertical-align: middle;
 }
 
 .variableValue {
@@ -42,7 +87,7 @@
 	min-width: 120px;
 	height: 32px;
 	align-items: center;
-	border: 1px solid var(--l1-border);
+	border: 1px solid var(--l3-border);
 	border-left: none;
 	border-radius: 0 2px 2px 0;
 	background: var(--l2-background);
@@ -55,8 +100,6 @@
 	}
 }
 
-/* Inner control fills the value segment; the segment provides the frame, so the
-   control itself is borderless/transparent. */
 .control {
 	width: 100%;
 	min-width: 120px;

frontend/src/pages/DashboardPageV2/DashboardContainer/VariablesBar/VariablesBar.tsx

@@ -1,4 +1,9 @@
+import { useState } from 'react';
+import { ChevronLeft } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import cx from 'classnames';
 import type { DashboardtypesGettableDashboardV2DTO } from 'api/generated/services/sigNoz.schemas';
+import { useInlineOverflowCount } from 'hooks/useInlineOverflowCount';
 
 import { useVariableSelection } from './useVariableSelection';
 import VariableSelector from './VariableSelector';
@@ -11,33 +16,76 @@ interface VariablesBarProps {
 /**
  * Runtime variable selector bar shown above the panels. Renders one control per
  * dashboard variable; selections live in the store + URL (never the spec).
+ *
+ * The pills sit on the line left of the floated time selector and collapse the
+ * overflow behind a `+N` trigger. Expanding lets the bar wrap onto full-width
+ * lines that flow underneath the time selector. Every selector stays mounted
+ * either way so auto-selection and option fetching keep driving the panels.
  */
 function VariablesBar({ dashboard }: VariablesBarProps): JSX.Element | null {
 	const { variables, dependencyData, selection, setSelection } =
 		useVariableSelection(dashboard);
+	const [expanded, setExpanded] = useState(false);
+	const { containerRef, visibleCount, overflowCount } = useInlineOverflowCount({
+		itemCount: variables.length,
+		gap: 8,
+		reserveWidth: 48,
+		enabled: !expanded,
+	});
 
 	if (variables.length === 0) {
 		return null;
 	}
 
+	const hasOverflow = overflowCount > 0;
+
 	return (
 		<div className={styles.bar} data-testid="dashboard-variables-bar">
-			{variables.map((variable) => (
-				<VariableSelector
-					key={variable.name}
-					variable={variable}
-					variables={variables}
-					parents={dependencyData.parentGraph[variable.name] ?? []}
-					selections={selection}
-					selection={
-						selection[variable.name] ?? {
-							value: variable.multiSelect ? [] : '',
-							allSelected: false,
-						}
-					}
-					onChange={(next): void => setSelection(variable.name, next)}
-				/>
-			))}
+			<div
+				ref={containerRef}
+				className={cx(styles.strip, { [styles.stripExpanded]: expanded })}
+			>
+				{variables.map((variable, index) => (
+					<div
+						key={variable.name}
+						data-overflow-item="true"
+						className={cx(styles.variableSlot, {
+							[styles.variableSlotHidden]:
+								!expanded && hasOverflow && index >= visibleCount,
+						})}
+					>
+						<VariableSelector
+							variable={variable}
+							variables={variables}
+							parents={dependencyData.parentGraph[variable.name] ?? []}
+							selections={selection}
+							selection={
+								selection[variable.name] ?? {
+									value: variable.multiSelect ? [] : '',
+									allSelected: false,
+								}
+							}
+							onChange={(next): void => setSelection(variable.name, next)}
+						/>
+					</div>
+				))}
+
+				{hasOverflow && (
+					<span className={styles.moreButton}>
+						<Button
+							variant="outlined"
+							color="secondary"
+							size="md"
+							prefix={expanded ? <ChevronLeft size={14} /> : undefined}
+							aria-expanded={expanded}
+							testId="dashboard-variables-more"
+							onClick={(): void => setExpanded((prev) => !prev)}
+						>
+							{expanded ? 'Less' : `+${overflowCount}`}
+						</Button>
+					</span>
+				)}
+			</div>
 		</div>
 	);
 }

frontend/src/pages/DashboardPageV2/DashboardContainer/VariablesBar/selectors/ValueSelector.tsx

@@ -73,7 +73,7 @@ function ValueSelector({
 
 	return (
 		<CustomSelect
-			className={styles.select}
+			className={styles.control}
 			data-testid={testId}
 			options={optionData}
 			value={

frontend/src/schemas/generated/transactionGroups.schema.json

@@ -0,0 +1,133 @@
+{
+  "title": "TransactionGroups",
+  "items": {
+    "$ref": "#/definitions/AuthtypesTransactionGroup"
+  },
+  "definitions": {
+    "AuthtypesRelation": {
+      "additionalProperties": false,
+      "enum": [
+        "create",
+        "read",
+        "update",
+        "delete",
+        "list",
+        "assignee",
+        "attach",
+        "detach"
+      ],
+      "type": "string"
+    },
+    "AuthtypesTransactionGroup": {
+      "required": [
+        "relation",
+        "objectGroup"
+      ],
+      "properties": {
+        "objectGroup": {
+          "$ref": "#/definitions/CoretypesObjectGroup"
+        },
+        "relation": {
+          "$ref": "#/definitions/AuthtypesRelation"
+        }
+      },
+      "type": "object"
+    },
+    "CoretypesKind": {
+      "additionalProperties": false,
+      "enum": [
+        "anonymous",
+        "organization",
+        "role",
+        "serviceaccount",
+        "user",
+        "notification-channel",
+        "route-policy",
+        "apdex-setting",
+        "auth-domain",
+        "session",
+        "cloud-integration",
+        "cloud-integration-service",
+        "integration",
+        "dashboard",
+        "public-dashboard",
+        "ingestion-key",
+        "ingestion-limit",
+        "pipeline",
+        "user-preference",
+        "org-preference",
+        "quick-filter",
+        "ttl-setting",
+        "rule",
+        "planned-maintenance",
+        "saved-view",
+        "trace-funnel",
+        "factor-password",
+        "factor-api-key",
+        "license",
+        "subscription",
+        "logs",
+        "traces",
+        "metrics",
+        "audit-logs",
+        "meter-metrics",
+        "logs-field",
+        "traces-field"
+      ],
+      "type": "string"
+    },
+    "CoretypesObjectGroup": {
+      "required": [
+        "resource",
+        "selectors"
+      ],
+      "additionalProperties": false,
+      "properties": {
+        "resource": {
+          "$ref": "#/definitions/CoretypesResourceRef"
+        },
+        "selectors": {
+          "items": {
+            "$ref": "#/definitions/CoretypesSelector"
+          },
+          "type": "array"
+        }
+      },
+      "type": "object"
+    },
+    "CoretypesResourceRef": {
+      "required": [
+        "type",
+        "kind"
+      ],
+      "additionalProperties": false,
+      "properties": {
+        "kind": {
+          "$ref": "#/definitions/CoretypesKind"
+        },
+        "type": {
+          "$ref": "#/definitions/CoretypesType"
+        }
+      },
+      "type": "object"
+    },
+    "CoretypesSelector": {
+      "additionalProperties": false,
+      "type": "string"
+    },
+    "CoretypesType": {
+      "additionalProperties": false,
+      "enum": [
+        "user",
+        "serviceaccount",
+        "anonymous",
+        "role",
+        "organization",
+        "metaresource",
+        "telemetryresource"
+      ],
+      "type": "string"
+    }
+  },
+  "type": "array"
+}

frontend/src/schemas/generated/webSettings.schema.json

@@ -1,4 +1,5 @@
 {
+  "title": "WebSettings",
   "required": [
     "posthog",
     "appcues",

frontend/src/styles.scss

@@ -794,6 +794,13 @@ notifications	-  2050
 	background: color-mix(in srgb, var(--l3-background) 20%, transparent);
 }
 
+// =================================================================
+// Monaco Editor style overrides
+.monaco-editor .find-widget.visible {
+	top: 30px !important;
+	right: 45px !important;
+}
+
 body.ai-assistant-panel-open {
 	.PylonChat-bubbleFrameContainer,
 	.PylonChat-chatWindowFrameContainer {

frontend/src/types/generated/webSettings.ts

@@ -1,4 +1,4 @@
-/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM docs/config/web-settings.json */
+/* AUTO GENERATED FILE - DO NOT EDIT - GENERATED FROM frontend/src/schemas/generated/webSettings.schema.json */
 
 export interface WebSettings {
 	appcues: Appcues;

go.mod

@@ -9,7 +9,7 @@ require (
 	github.com/DATA-DOG/go-sqlmock v1.5.2
 	github.com/SigNoz/clickhouse-go-mock v0.14.0
 	github.com/SigNoz/govaluate v0.0.0-20240203125216-988004ccc7fd
-	github.com/SigNoz/signoz-otel-collector v0.144.3
+	github.com/SigNoz/signoz-otel-collector v0.144.6-rc.1.0.20260625043036-fb3dbb450bbd
 	github.com/antlr4-go/antlr/v4 v4.13.1
 	github.com/antonmedv/expr v1.15.3
 	github.com/bytedance/sonic v1.14.1
@@ -150,10 +150,6 @@ require (
 	github.com/ugorji/go/codec v1.3.0 // indirect
 	github.com/uptrace/opentelemetry-go-extra/otelsql v0.3.2 // indirect
 	github.com/x448/float16 v0.8.4 // indirect
-	go.opentelemetry.io/collector/client v1.54.0 // indirect
-	go.opentelemetry.io/collector/config/configoptional v1.50.0 // indirect
-	go.opentelemetry.io/collector/config/configretry v1.50.0 // indirect
-	go.opentelemetry.io/collector/exporter/exporterhelper v0.144.0 // indirect
 	go.opentelemetry.io/collector/internal/componentalias v0.148.0 // indirect
 	go.opentelemetry.io/collector/pdata/xpdata v0.148.0 // indirect
 	go.uber.org/goleak v1.3.0 // indirect

go.sum

@@ -110,11 +110,13 @@ github.com/SigNoz/expr v1.17.7-beta h1:FyZkleM5dTQ0O6muQfwGpoH5A2ohmN/XTasRCO72g
 github.com/SigNoz/expr v1.17.7-beta/go.mod h1:8/vRC7+7HBzESEqt5kKpYXxrxkr31SaO8r40VO/1IT4=
 github.com/SigNoz/govaluate v0.0.0-20240203125216-988004ccc7fd h1:Bk43AsDYe0fhkbj57eGXx8H3ZJ4zhmQXBnrW523ktj8=
 github.com/SigNoz/govaluate v0.0.0-20240203125216-988004ccc7fd/go.mod h1:nxRcH/OEdM8QxzH37xkGzomr1O0JpYBRS6pwjsWW6Pc=
-github.com/SigNoz/signoz-otel-collector v0.144.3 h1:/7PPIqIpPsaWtrgnfHam2XVYP41ZlgEKLHzQO8oVxcA=
-github.com/SigNoz/signoz-otel-collector v0.144.3/go.mod h1:9pLVpcIQvUT88ZiNnZN/MI+XLruvwC+Xm2UzPmGjNfA=
+github.com/SigNoz/signoz-otel-collector v0.144.6-rc.1.0.20260625043036-fb3dbb450bbd h1:MGQATRMNEsBrdHzHb7uj2JIzLXXgQNcNxZHfmAAIIs8=
+github.com/SigNoz/signoz-otel-collector v0.144.6-rc.1.0.20260625043036-fb3dbb450bbd/go.mod h1:Jw1Y3s/ZOSz6RmLjZtj2A7wK6bse0T4pxs+oggBQnSs=
 github.com/Yiling-J/theine-go v0.6.2 h1:1GeoXeQ0O0AUkiwj2S9Jc0Mzx+hpqzmqsJ4kIC4M9AY=
 github.com/Yiling-J/theine-go v0.6.2/go.mod h1:08QpMa5JZ2pKN+UJCRrCasWYO1IKCdl54Xa836rpmDU=
 github.com/afex/hystrix-go v0.0.0-20180502004556-fa1af6a1f4f5/go.mod h1:SkGFH1ia65gfNATL8TAiHDNxPzPdmEL5uirI2Uyuz6c=
+github.com/alecthomas/participle/v2 v2.1.4 h1:W/H79S8Sat/krZ3el6sQMvMaahJ+XcM9WSI2naI7w2U=
+github.com/alecthomas/participle/v2 v2.1.4/go.mod h1:8tqVbpTX20Ru4NfYQgZf4mP18eXPTBViyMWiArNEgGI=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
@@ -124,6 +126,10 @@ github.com/alecthomas/units v0.0.0-20240927000941-0f3dac36c52b h1:mimo19zliBX/vS
 github.com/alecthomas/units v0.0.0-20240927000941-0f3dac36c52b/go.mod h1:fvzegU4vN3H1qMT+8wDmzjAcDONcgo2/SZ/TyfdUOFs=
 github.com/andybalholm/brotli v1.2.0 h1:ukwgCxwYrmACq68yiUqwIWnGY0cTPox/M94sVwToPjQ=
 github.com/andybalholm/brotli v1.2.0/go.mod h1:rzTDkvFWvIrjDXZHkuS16NPggd91W3kUSvPlQ1pLaKY=
+github.com/antchfx/xmlquery v1.5.0 h1:uAi+mO40ZWfyU6mlUBxRVvL6uBNZ6LMU4M3+mQIBV4c=
+github.com/antchfx/xmlquery v1.5.0/go.mod h1:lJfWRXzYMK1ss32zm1GQV3gMIW/HFey3xDZmkP1SuNc=
+github.com/antchfx/xpath v1.3.6 h1:s0y+ElRRtTQdfHP609qFu0+c6bglDv20pqOViQjjdPI=
+github.com/antchfx/xpath v1.3.6/go.mod h1:i54GszH55fYfBmoZXapTHN8T8tkcHfRgLyVwwqzXNcs=
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/antlr4-go/antlr/v4 v4.13.1 h1:SqQKkuVZ+zWkMMNkjy5FZe5mr5WURWnlpmOuzYWrPrQ=
 github.com/antlr4-go/antlr/v4 v4.13.1/go.mod h1:GKmUxMtwp6ZgGwZSva4eWPC5mS6vUAmOABFgjdkM7Nw=
@@ -286,6 +292,8 @@ github.com/ebitengine/purego v0.9.1 h1:a/k2f2HQU3Pi399RPW1MOaZyhKJL9w/xFpKAg4q1s
 github.com/ebitengine/purego v0.9.1/go.mod h1:iIjxzd6CiRiOG0UyXP+V1+jWqUXVjPKLAI0mRfJZTmQ=
 github.com/edsrzf/mmap-go v1.2.0 h1:hXLYlkbaPzt1SaQk+anYwKSRNhufIDCchSPkUD6dD84=
 github.com/edsrzf/mmap-go v1.2.0/go.mod h1:19H/e8pUPLicwkyNgOykDXkJ9F0MHE+Z52B8EIth78Q=
+github.com/elastic/go-grok v0.3.1 h1:WEhUxe2KrwycMnlvMimJXvzRa7DoByJB4PVUIE1ZD/U=
+github.com/elastic/go-grok v0.3.1/go.mod h1:n38ls8ZgOboZRgKcjMY8eFeZFMmcL9n2lP0iHhIDk64=
 github.com/elastic/lunes v0.2.0 h1:WI3bsdOTuaYXVe2DS1KbqA7u7FOHN4o8qJw80ZyZoQs=
 github.com/elastic/lunes v0.2.0/go.mod h1:u3W/BdONWTrh0JjNZ21C907dDc+cUZttZrGa625nf2k=
 github.com/emersion/go-sasl v0.0.0-20241020182733-b788ff22d5a6 h1:oP4q0fw+fOSWn3DfFi4EXdT+B+gTtzx8GC9xsc26Znk=
@@ -461,6 +469,7 @@ github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfU
 github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/groupcache v0.0.0-20191227052852-215e87163ea7/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/groupcache v0.0.0-20200121045136-8c9f03a8e57e/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
+github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da h1:oI5xCqsCo564l8iNU+DwB5epxmsaqB+rhGL0m5jtYqE=
 github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
 github.com/golang/mock v1.2.0/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
@@ -674,6 +683,8 @@ github.com/huandu/xstrings v1.5.0 h1:2ag3IFq9ZDANvthTwTiqSSZLjDc+BedvHPAp5tJy2TI
 github.com/huandu/xstrings v1.5.0/go.mod h1:y5/lhBue+AyNmUVz9RLU9xbLR0o4KIIExikq4ovT0aE=
 github.com/iancoleman/orderedmap v0.3.0 h1:5cbR2grmZR/DiVt+VJopEhtVs9YGInGIxAoMJn+Ichc=
 github.com/iancoleman/orderedmap v0.3.0/go.mod h1:XuLcCUkdL5owUCQeF2Ue9uuw1EptkJDkXXS7VoV7XGE=
+github.com/iancoleman/strcase v0.3.0 h1:nTXanmYxhfFAMjZL34Ov6gkzEsSJZ5DbhxWjvSASxEI=
+github.com/iancoleman/strcase v0.3.0/go.mod h1:iwCmte+B7n89clKwxIoIXy/HfoL7AsD47ZCWhYzw7ho=
 github.com/ianlancetaylor/demangle v0.0.0-20181102032728-5e5cf60278f6/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
 github.com/ianlancetaylor/demangle v0.0.0-20200824232613-28f6c0f3b639/go.mod h1:aSSvb/t6k1mPoxDqO4vJh6VOCGPwU4O0C2/Eqndh1Sc=
 github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8=
@@ -866,12 +877,18 @@ github.com/open-telemetry/opentelemetry-collector-contrib/internal/coreinternal
 github.com/open-telemetry/opentelemetry-collector-contrib/internal/coreinternal v0.144.0/go.mod h1:O2rZKRXk1WeYhzfJBVXES/g7+PlIds/TzPZW/4NfTNA=
 github.com/open-telemetry/opentelemetry-collector-contrib/internal/exp/metrics v0.148.0 h1:CiTjQE/Hh5xK2t56ogrDK4nl0+tJPNmASCs4zEYZ/xU=
 github.com/open-telemetry/opentelemetry-collector-contrib/internal/exp/metrics v0.148.0/go.mod h1:WUFkzTiOpt7EYyL67gv1GOf3RD8qKWGtin3lY9LYzW4=
+github.com/open-telemetry/opentelemetry-collector-contrib/internal/filter v0.144.0 h1:Ywu5mU4K5TMJigiXdyZloCRs/cq3/2OnoK3WjxNHWJo=
+github.com/open-telemetry/opentelemetry-collector-contrib/internal/filter v0.144.0/go.mod h1:iebqlu6UvpiV1hO37r1sXA9fXaCaA8sQXilG0///xss=
+github.com/open-telemetry/opentelemetry-collector-contrib/pkg/ottl v0.144.0 h1:TMRTvQSAeeLtkKwSrqcbectxDRPiqB6yYM3IvjC75es=
+github.com/open-telemetry/opentelemetry-collector-contrib/pkg/ottl v0.144.0/go.mod h1:1HU0qJ4hFrphDebuBs3I4DPQ6zyBFGinQ5/bXEUM7pw=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatatest v0.148.0 h1:i12duJOl5VCb9mbb8FfZCaP2CjeXbNsbg82JjSe7sy8=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatatest v0.148.0/go.mod h1:jyw+QvkmCrF/oYy31O2ndb5KZZK4l+iR89msnV3LN/k=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatautil v0.148.0 h1:1TLg6YrS3Au6F7xw3ws2Njbwj13IMqPplvGFi+18fWs=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatautil v0.148.0/go.mod h1:P8hZEDIQk4REgUWyLhSVRHwTxK6KkifKfg36BmmQ/DI=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/stanza v0.144.0 h1:EIAygME70IOdEwaSr6bA3Wcdp7hXEqRsGsVfrI5v8OA=
 github.com/open-telemetry/opentelemetry-collector-contrib/pkg/stanza v0.144.0/go.mod h1:3Y6ctEEwRg19B0jqsrQH6Hiquqte+zC0ZxpXLLSa5sA=
+github.com/open-telemetry/opentelemetry-collector-contrib/processor/attributesprocessor v0.144.0 h1:gRk73SsIJv3q/HI0kxMRN5TiIiJj+MRxrz0GEYx3jZw=
+github.com/open-telemetry/opentelemetry-collector-contrib/processor/attributesprocessor v0.144.0/go.mod h1:7b8ZcPdN6JSm6+LUq3rienoqHHiX60kyoOHDPCMM+L8=
 github.com/open-telemetry/opentelemetry-collector-contrib/processor/deltatocumulativeprocessor v0.148.0 h1:xgD/kNGp/wWY+bwY599Pc01OamYN17phRiTP934bM5Y=
 github.com/open-telemetry/opentelemetry-collector-contrib/processor/deltatocumulativeprocessor v0.148.0/go.mod h1:ZK7wvaefla9lB3bAW0rNKt7IzRPcTRQoOFqr4sZy/XM=
 github.com/open-telemetry/opentelemetry-collector-contrib/processor/logstransformprocessor v0.144.0 h1:HbmpzTixpQG/xGhQuQoiJTXQPrixe+yivAsF6tl2o4g=
@@ -1119,6 +1136,10 @@ github.com/tmthrgd/go-hex v0.0.0-20190904060850-447a3041c3bc/go.mod h1:bciPuU6GH
 github.com/tv42/httpunix v0.0.0-20150427012821-b75d8614f926/go.mod h1:9ESjWnEqriFuLhtthL60Sar/7RFoluCcXsuvEwTV5KM=
 github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
+github.com/twmb/murmur3 v1.1.8 h1:8Yt9taO/WN3l08xErzjeschgZU2QSrwm1kclYq+0aRg=
+github.com/twmb/murmur3 v1.1.8/go.mod h1:Qq/R7NUyOfr65zD+6Q5IHKsJLwP7exErjN6lyyq3OSQ=
+github.com/ua-parser/uap-go v0.0.0-20240611065828-3a4781585db6 h1:SIKIoA4e/5Y9ZOl0DCe3eVMLPOQzJxgZpfdHHeauNTM=
+github.com/ua-parser/uap-go v0.0.0-20240611065828-3a4781585db6/go.mod h1:BUbeWZiieNxAuuADTBNb3/aeje6on3DhU3rpWsQSB1E=
 github.com/ugorji/go/codec v1.3.0 h1:Qd2W2sQawAfG8XSvzwhBeoGq71zXOC/Q1E9y/wUcsUA=
 github.com/ugorji/go/codec v1.3.0/go.mod h1:pRBVtBSKl77K30Bv8R2P+cLSGaTtex6fsA2Wjqmfxj4=
 github.com/uptrace/bun v1.2.9 h1:OOt2DlIcRUMSZPr6iXDFg/LaQd59kOxbAjpIVHddKRs=

pkg/apiserver/signozapiserver/inframonitoring.go

@@ -16,7 +16,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListHosts",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Hosts for Infra Monitoring",
-			Description:         "Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableHosts),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Hosts),
@@ -35,7 +35,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListPods",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Pods for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostablePods),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Pods),
@@ -54,7 +54,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListNodes",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Nodes for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableNodes),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Nodes),
@@ -73,7 +73,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListNamespaces",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Namespaces for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableNamespaces),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Namespaces),
@@ -92,7 +92,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListClusters",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Clusters for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableClusters),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Clusters),
@@ -111,7 +111,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListVolumes",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Volumes for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableVolumes),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Volumes),
@@ -130,7 +130,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListDeployments",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Deployments for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableDeployments),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Deployments),
@@ -149,7 +149,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListStatefulSets",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List StatefulSets for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableStatefulSets),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.StatefulSets),
@@ -168,7 +168,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListJobs",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List Jobs for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableJobs),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.Jobs),
@@ -187,7 +187,7 @@ func (provider *provider) addInfraMonitoringRoutes(router *mux.Router) error {
 			ID:                  "ListDaemonSets",
 			Tags:                []string{"inframonitoring"},
 			Summary:             "List DaemonSets for Infra Monitoring",
-			Description:         "Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.",
+			Description:         "Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.",
 			Request:             new(inframonitoringtypes.PostableDaemonSets),
 			RequestContentType:  "application/json",
 			Response:            new(inframonitoringtypes.DaemonSets),

pkg/apiserver/signozapiserver/metricsexplorer.go

@@ -68,7 +68,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/attributes", handler.New(
+	if err := router.Handle("/api/v2/metrics/attributes", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.metricsExplorerHandler.GetMetricAttributes),
 		handler.OpenAPIDef{
 			ID:                  "GetMetricAttributes",
@@ -88,7 +88,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/metadata", handler.New(
+	if err := router.Handle("/api/v2/metrics/metadata", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.metricsExplorerHandler.GetMetricMetadata),
 		handler.OpenAPIDef{
 			ID:                  "GetMetricMetadata",
@@ -96,6 +96,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 			Summary:             "Get metric metadata",
 			Description:         "This endpoint returns metadata information like metric description, unit, type, temporality, monotonicity for a specified metric",
 			Request:             nil,
+			RequestQuery:        new(metricsexplorertypes.MetricNameQuery),
 			RequestContentType:  "",
 			Response:            new(metricsexplorertypes.MetricMetadata),
 			ResponseContentType: "application/json",
@@ -107,7 +108,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/metadata", handler.New(
+	if err := router.Handle("/api/v2/metrics/metadata", handler.New(
 		provider.authzMiddleware.EditAccess(provider.metricsExplorerHandler.UpdateMetricMetadata),
 		handler.OpenAPIDef{
 			ID:                  "UpdateMetricMetadata",
@@ -126,7 +127,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/highlights", handler.New(
+	if err := router.Handle("/api/v2/metrics/highlights", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.metricsExplorerHandler.GetMetricHighlights),
 		handler.OpenAPIDef{
 			ID:                  "GetMetricHighlights",
@@ -134,6 +135,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 			Summary:             "Get metric highlights",
 			Description:         "This endpoint returns highlights like number of datapoints, totaltimeseries, active time series, last received time for a specified metric",
 			Request:             nil,
+			RequestQuery:        new(metricsexplorertypes.MetricNameQuery),
 			RequestContentType:  "",
 			Response:            new(metricsexplorertypes.MetricHighlightsResponse),
 			ResponseContentType: "application/json",
@@ -145,7 +147,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/alerts", handler.New(
+	if err := router.Handle("/api/v2/metrics/alerts", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.metricsExplorerHandler.GetMetricAlerts),
 		handler.OpenAPIDef{
 			ID:                  "GetMetricAlerts",
@@ -153,6 +155,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 			Summary:             "Get metric alerts",
 			Description:         "This endpoint returns associated alerts for a specified metric",
 			Request:             nil,
+			RequestQuery:        new(metricsexplorertypes.MetricNameQuery),
 			RequestContentType:  "",
 			Response:            new(metricsexplorertypes.MetricAlertsResponse),
 			ResponseContentType: "application/json",
@@ -164,7 +167,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v2/metrics/{metric_name}/dashboards", handler.New(
+	if err := router.Handle("/api/v2/metrics/dashboards", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.metricsExplorerHandler.GetMetricDashboards),
 		handler.OpenAPIDef{
 			ID:                  "GetMetricDashboards",
@@ -172,6 +175,7 @@ func (provider *provider) addMetricsExplorerRoutes(router *mux.Router) error {
 			Summary:             "Get metric dashboards",
 			Description:         "This endpoint returns associated dashboards for a specified metric",
 			Request:             nil,
+			RequestQuery:        new(metricsexplorertypes.MetricNameQuery),
 			RequestContentType:  "",
 			Response:            new(metricsexplorertypes.MetricDashboardsResponse),
 			ResponseContentType: "application/json",

pkg/apiserver/signozapiserver/spanmapper.go

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

pkg/modules/inframonitoring/implinframonitoring/helpers.go

@@ -413,64 +413,27 @@ func (m *module) buildFilterClause(ctx context.Context, filter *qbtypes.Filter,
 // NOTE: this method is not specific to infra monitoring — it queries attributes_metadata generically.
 // Consider moving to telemetryMetaStore when a second use case emerges.
 //
-// getMetricsExistenceAndEarliestTime checks which of the given metric names have been
-// reported. It returns a list of missing metrics (those not found or with zero count)
-// and the earliest first-reported timestamp across all present metrics.
-// When all metrics are missing, minFirstReportedUnixMilli is 0.
-// TODO(nikhilmantri0902, srikanthccv): This method was designed this way because querier errors if any of the metrics
-// in the querier list was never sent, the QueryRange call throws not found error. Modify this method, if QueryRange
-// behaviour changes towards this.
-func (m *module) getMetricsExistenceAndEarliestTime(ctx context.Context, metricNames []string) ([]string, uint64, error) {
+// getEarliestMetricTime returns the earliest first_reported_unix_milli across the
+// given metric names. It is used solely for the end-time-before-retention check.
+// When none of the metrics have ever been reported, it returns 0.
+func (m *module) getEarliestMetricTime(ctx context.Context, metricNames []string) (uint64, error) {
 	if len(metricNames) == 0 {
-		return nil, 0, nil
+		return 0, nil
 	}
 
 	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("metric_name", "count(*) AS cnt", "min(first_reported_unix_milli) AS min_first_reported")
+	sb.Select("min(first_reported_unix_milli) AS min_first_reported")
 	sb.From(fmt.Sprintf("%s.%s", telemetrymetrics.DBName, telemetrymetrics.AttributesMetadataTableName))
 	sb.Where(sb.In("metric_name", sqlbuilder.List(metricNames)))
-	sb.GroupBy("metric_name")
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 
-	rows, err := m.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
-	if err != nil {
-		return nil, 0, err
-	}
-	defer rows.Close()
-
-	type metricInfo struct {
-		count            uint64
-		minFirstReported uint64
-	}
-	found := make(map[string]metricInfo, len(metricNames))
-
-	for rows.Next() {
-		var name string
-		var cnt, minFR uint64
-		if err := rows.Scan(&name, &cnt, &minFR); err != nil {
-			return nil, 0, err
-		}
-		found[name] = metricInfo{count: cnt, minFirstReported: minFR}
-	}
-	if err := rows.Err(); err != nil {
-		return nil, 0, err
+	var minFirstReported uint64
+	if err := m.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&minFirstReported); err != nil {
+		return 0, err
 	}
 
-	var missingMetrics []string
-	var globalMinFirstReported uint64
-	for _, name := range metricNames {
-		info, ok := found[name]
-		if !ok || info.count == 0 {
-			missingMetrics = append(missingMetrics, name)
-			continue
-		}
-		if globalMinFirstReported == 0 || info.minFirstReported < globalMinFirstReported {
-			globalMinFirstReported = info.minFirstReported
-		}
-	}
-
-	return missingMetrics, globalMinFirstReported, nil
+	return minFirstReported, nil
 }
 
 // getMetadata fetches the latest values of additionalCols for each unique combination of groupBy keys,

pkg/modules/inframonitoring/implinframonitoring/module.go

@@ -78,26 +78,18 @@ func (m *module) ListHosts(ctx context.Context, orgID valuer.UUID, req *inframon
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
 	}
 
-	// 1. Check which required metrics exist and get earliest retention time.
-	// If any required metric is missing, return early with the list of missing metrics.
-	// 2. If metrics exist but req.End is before the earliest reported time, return early with endTimeBeforeRetention=true.
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, hostsTableMetricNamesList)
+	// If req.End is before the earliest reported time for these metrics, return early
+	// with endTimeBeforeRetention=true.
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, hostsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.HostRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.HostRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	// TOD(nikhilmantri0902): replace this separate ClickHouse query with a sub-query inside the main query builder query
 	// once QB supports sub-queries.
@@ -191,23 +183,16 @@ func (m *module) ListPods(ctx context.Context, orgID valuer.UUID, req *inframoni
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
 	}
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, podsTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, podsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.PodRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.PodRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getPodsTableMetadata(ctx, req)
 	if err != nil {
@@ -276,23 +261,16 @@ func (m *module) ListNodes(ctx context.Context, orgID valuer.UUID, req *inframon
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
 	}
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, nodesTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, nodesTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.NodeRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.NodeRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getNodesTableMetadata(ctx, req)
 	if err != nil {
@@ -366,23 +344,16 @@ func (m *module) ListNamespaces(ctx context.Context, orgID valuer.UUID, req *inf
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
 	}
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, namespacesTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, namespacesTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.NamespaceRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.NamespaceRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getNamespacesTableMetadata(ctx, req)
 	if err != nil {
@@ -450,23 +421,16 @@ func (m *module) ListClusters(ctx context.Context, orgID valuer.UUID, req *infra
 		resp.Type = inframonitoringtypes.ResponseTypeGroupedList
 	}
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, clustersTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, clustersTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.ClusterRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.ClusterRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getClustersTableMetadata(ctx, req)
 	if err != nil {
@@ -547,23 +511,16 @@ func (m *module) ListVolumes(ctx context.Context, orgID valuer.UUID, req *infram
 	}
 	req.Filter.Expression = mergeFilterExpressions(volumesBaseFilterExpr, req.Filter.Expression)
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, volumesTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, volumesTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.VolumeRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.VolumeRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getVolumesTableMetadata(ctx, req)
 	if err != nil {
@@ -632,23 +589,16 @@ func (m *module) ListDeployments(ctx context.Context, orgID valuer.UUID, req *in
 	}
 	req.Filter.Expression = mergeFilterExpressions(deploymentsBaseFilterExpr, req.Filter.Expression)
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, deploymentsTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, deploymentsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.DeploymentRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.DeploymentRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getDeploymentsTableMetadata(ctx, req)
 	if err != nil {
@@ -722,23 +672,16 @@ func (m *module) ListStatefulSets(ctx context.Context, orgID valuer.UUID, req *i
 	}
 	req.Filter.Expression = mergeFilterExpressions(statefulSetsBaseFilterExpr, req.Filter.Expression)
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, statefulSetsTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, statefulSetsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.StatefulSetRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.StatefulSetRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getStatefulSetsTableMetadata(ctx, req)
 	if err != nil {
@@ -814,23 +757,16 @@ func (m *module) ListJobs(ctx context.Context, orgID valuer.UUID, req *inframoni
 	}
 	req.Filter.Expression = mergeFilterExpressions(jobsBaseFilterExpr, req.Filter.Expression)
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, jobsTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, jobsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.JobRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.JobRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getJobsTableMetadata(ctx, req)
 	if err != nil {
@@ -906,23 +842,16 @@ func (m *module) ListDaemonSets(ctx context.Context, orgID valuer.UUID, req *inf
 	}
 	req.Filter.Expression = mergeFilterExpressions(daemonSetsBaseFilterExpr, req.Filter.Expression)
 
-	missingMetrics, minFirstReportedUnixMilli, err := m.getMetricsExistenceAndEarliestTime(ctx, daemonSetsTableMetricNamesList)
+	minFirstReportedUnixMilli, err := m.getEarliestMetricTime(ctx, daemonSetsTableMetricNamesList)
 	if err != nil {
 		return nil, err
 	}
-	if len(missingMetrics) > 0 {
-		resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: missingMetrics}
-		resp.Records = []inframonitoringtypes.DaemonSetRecord{}
-		resp.Total = 0
-		return resp, nil
-	}
 	if req.End < int64(minFirstReportedUnixMilli) {
 		resp.EndTimeBeforeRetention = true
 		resp.Records = []inframonitoringtypes.DaemonSetRecord{}
 		resp.Total = 0
 		return resp, nil
 	}
-	resp.RequiredMetricsCheck = inframonitoringtypes.RequiredMetricsCheck{MissingMetrics: []string{}}
 
 	metadataMap, err := m.getDaemonSetsTableMetadata(ctx, req)
 	if err != nil {

pkg/modules/llmpricingrule/impllmpricingrule/module.go

@@ -6,19 +6,22 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/llmpricingruletypes"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 type module struct {
-	store llmpricingruletypes.Store
+	store   llmpricingruletypes.Store
+	flagger flagger.Flagger
 }
 
-func NewModule(store llmpricingruletypes.Store) llmpricingrule.Module {
-	return &module{store: store}
+func NewModule(store llmpricingruletypes.Store, flagger flagger.Flagger) llmpricingrule.Module {
+	return &module{store: store, flagger: flagger}
 }
 
 func (module *module) List(ctx context.Context, orgID valuer.UUID, offset, limit int, search string, isOverride *bool) ([]*llmpricingruletypes.LLMPricingRule, int, error) {
@@ -89,6 +92,16 @@ func (module *module) AgentFeatureType() agentConf.AgentFeatureType {
 func (module *module) RecommendAgentConfig(orgID valuer.UUID, currentConfYaml []byte, configVersion *opamptypes.AgentConfigVersion) ([]byte, string, error) {
 	ctx := context.Background()
 
+	// Skip the llm pricing processor unless AI observability is enabled for the org.
+	evalCtx := featuretypes.NewFlaggerEvaluationContext(orgID)
+	enabled, err := module.flagger.Boolean(ctx, flagger.FeatureEnableAIObservability, evalCtx)
+	if err != nil {
+		return nil, "", err
+	}
+	if !enabled {
+		return currentConfYaml, "", nil
+	}
+
 	rules, err := module.getEnabledRules(ctx, orgID)
 	if err != nil {
 		return nil, "", err

pkg/modules/metricsexplorer/implmetricsexplorer/handler.go

@@ -11,17 +11,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/types/authtypes"
 	"github.com/SigNoz/signoz/pkg/types/metricsexplorertypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
-	"github.com/gorilla/mux"
 )
 
-func extractMetricName(req *http.Request) (string, error) {
-	metricName := mux.Vars(req)["metric_name"]
-	if metricName == "" {
-		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "metric_name is required in URL path")
-	}
-	return metricName, nil
-}
-
 type handler struct {
 	module metricsexplorer.Module
 }
@@ -116,23 +107,17 @@ func (h *handler) UpdateMetricMetadata(rw http.ResponseWriter, req *http.Request
 		return
 	}
 
-	// Extract metric_name from URL path
-	vars := mux.Vars(req)
-	metricName := vars["metric_name"]
-
-	if metricName == "" {
-		render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "metric_name is required in URL path"))
-		return
-	}
-
 	var in metricsexplorertypes.UpdateMetricMetadataRequest
 	if err := binding.JSON.BindBody(req.Body, &in); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	// Set metric name from URL path
-	in.MetricName = metricName
+	if in.MetricName == "" {
+		render.Error(rw, errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required"))
+		return
+	}
+
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
 	err = h.module.UpdateMetricMetadata(req.Context(), orgID, &in)
@@ -151,11 +136,16 @@ func (h *handler) GetMetricMetadata(rw http.ResponseWriter, req *http.Request) {
 		return
 	}
 
-	metricName, err := extractMetricName(req)
-	if err != nil {
+	var in metricsexplorertypes.MetricNameQuery
+	if err := binding.Query.BindQuery(req.URL.Query(), &in); err != nil {
 		render.Error(rw, err)
 		return
 	}
+	if err := in.Validate(); err != nil {
+		render.Error(rw, err)
+		return
+	}
+	metricName := in.MetricName
 
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
@@ -181,20 +171,24 @@ func (h *handler) GetMetricAlerts(rw http.ResponseWriter, req *http.Request) {
 		return
 	}
 
-	metricName, err := extractMetricName(req)
-	if err != nil {
+	var in metricsexplorertypes.MetricNameQuery
+	if err := binding.Query.BindQuery(req.URL.Query(), &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+	if err := in.Validate(); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
-	if err := h.checkMetricExists(req.Context(), orgID, metricName); err != nil {
+	if err := h.checkMetricExists(req.Context(), orgID, in.MetricName); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	out, err := h.module.GetMetricAlerts(req.Context(), orgID, metricName)
+	out, err := h.module.GetMetricAlerts(req.Context(), orgID, in.MetricName)
 	if err != nil {
 		render.Error(rw, err)
 		return
@@ -209,20 +203,24 @@ func (h *handler) GetMetricDashboards(rw http.ResponseWriter, req *http.Request)
 		return
 	}
 
-	metricName, err := extractMetricName(req)
-	if err != nil {
+	var in metricsexplorertypes.MetricNameQuery
+	if err := binding.Query.BindQuery(req.URL.Query(), &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+	if err := in.Validate(); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
-	if err := h.checkMetricExists(req.Context(), orgID, metricName); err != nil {
+	if err := h.checkMetricExists(req.Context(), orgID, in.MetricName); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	out, err := h.module.GetMetricDashboards(req.Context(), orgID, metricName)
+	out, err := h.module.GetMetricDashboards(req.Context(), orgID, in.MetricName)
 	if err != nil {
 		render.Error(rw, err)
 		return
@@ -237,20 +235,24 @@ func (h *handler) GetMetricHighlights(rw http.ResponseWriter, req *http.Request)
 		return
 	}
 
-	metricName, err := extractMetricName(req)
-	if err != nil {
+	var in metricsexplorertypes.MetricNameQuery
+	if err := binding.Query.BindQuery(req.URL.Query(), &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+	if err := in.Validate(); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
-	if err := h.checkMetricExists(req.Context(), orgID, metricName); err != nil {
+	if err := h.checkMetricExists(req.Context(), orgID, in.MetricName); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	highlights, err := h.module.GetMetricHighlights(req.Context(), orgID, metricName)
+	highlights, err := h.module.GetMetricHighlights(req.Context(), orgID, in.MetricName)
 	if err != nil {
 		render.Error(rw, err)
 		return
@@ -265,20 +267,12 @@ func (h *handler) GetMetricAttributes(rw http.ResponseWriter, req *http.Request)
 		return
 	}
 
-	metricName, err := extractMetricName(req)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
 	var in metricsexplorertypes.MetricAttributesRequest
 	if err := binding.Query.BindQuery(req.URL.Query(), &in); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	in.MetricName = metricName
-
 	if err := in.Validate(); err != nil {
 		render.Error(rw, err)
 		return
@@ -286,7 +280,7 @@ func (h *handler) GetMetricAttributes(rw http.ResponseWriter, req *http.Request)
 
 	orgID := valuer.MustNewUUID(claims.OrgID)
 
-	if err := h.checkMetricExists(req.Context(), orgID, metricName); err != nil {
+	if err := h.checkMetricExists(req.Context(), orgID, in.MetricName); err != nil {
 		render.Error(rw, err)
 		return
 	}

pkg/modules/spanmapper/implspanmapper/handler.go

@@ -273,6 +273,35 @@ func (h *handler) DeleteMapper(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusNoContent, nil)
 }
 
+// TestMappers handles POST /api/v1/span_mapper_groups/test.
+func (h *handler) TestMappers(rw http.ResponseWriter, r *http.Request) {
+	ctx, cancel := context.WithTimeout(r.Context(), 10*time.Second)
+	defer cancel()
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	orgID := valuer.MustNewUUID(claims.OrgID)
+
+	req := new(spantypes.PostableSpanMapperTest)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	groups := spantypes.NewSpanMapperGroupsWithMappersFromPostable(orgID, req.Groups)
+	out, collectorLogs, err := h.module.TestMappers(ctx, orgID, req.Spans, groups)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, &spantypes.GettableSpanMapperTest{Spans: out, CollectorLogs: collectorLogs})
+}
+
 // groupIDFromPath extracts and validates the {id} or {groupId} path variable.
 func groupIDFromPath(r *http.Request) (valuer.UUID, error) {
 	vars := mux.Vars(r)

pkg/modules/spanmapper/implspanmapper/module.go

@@ -4,19 +4,23 @@ import (
 	"context"
 	"encoding/json"
 
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/modules/spanmapper"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
 	"github.com/SigNoz/signoz/pkg/types/spantypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
 type module struct {
-	store spantypes.SpanMapperStore
+	store   spantypes.SpanMapperStore
+	flagger flagger.Flagger
 }
 
-func NewModule(store spantypes.SpanMapperStore) spanmapper.Module {
-	return &module{store: store}
+func NewModule(store spantypes.SpanMapperStore, flagger flagger.Flagger) spanmapper.Module {
+	return &module{store: store, flagger: flagger}
 }
 
 func (module *module) ListGroups(ctx context.Context, orgID valuer.UUID, q *spantypes.ListSpanMapperGroupsQuery) ([]*spantypes.SpanMapperGroup, error) {
@@ -102,6 +106,52 @@ func (module *module) DeleteMapper(ctx context.Context, orgID, groupID, id value
 	return nil
 }
 
+func (module *module) TestMappers(ctx context.Context, orgID valuer.UUID, spans []spantypes.SpanMapperTestSpan, groups []*spantypes.SpanMapperGroupWithMappers) ([]spantypes.SpanMapperTestSpan, []string, error) {
+	if len(spans) == 0 {
+		return nil, nil, errors.New(errors.TypeInvalidInput, spantypes.ErrCodeMappingInvalidInput, "'spans' must contain at least one span")
+	}
+
+	resolved, err := module.backfillMappers(ctx, orgID, groups)
+	if err != nil {
+		return nil, nil, err
+	}
+
+	out, collectorLogs, err := spantypes.SimulateSpanMappersProcessing(ctx, resolved, spans)
+	if err != nil {
+		return nil, nil, err
+	}
+	return out, collectorLogs, nil
+}
+
+// backfillMappers loads saved mappers for any group whose Mappers is nil.
+func (module *module) backfillMappers(ctx context.Context, orgID valuer.UUID, groups []*spantypes.SpanMapperGroupWithMappers) ([]*spantypes.SpanMapperGroupWithMappers, error) {
+	savedGroups, err := module.store.ListGroups(ctx, orgID, nil)
+	if err != nil {
+		return nil, err
+	}
+	savedByName := make(map[string]*spantypes.SpanMapperGroup, len(savedGroups))
+	for _, g := range savedGroups {
+		savedByName[g.Name] = g
+	}
+
+	// For each group in the request, if Mappers is nil, load the saved mappers for that group name.
+	for _, g := range groups {
+		if g.Mappers != nil {
+			continue
+		}
+		saved, ok := savedByName[g.Group.Name]
+		if !ok {
+			return nil, errors.Newf(errors.TypeInvalidInput, spantypes.ErrCodeMappingGroupNotFound, "no saved group named %q to load mappers from; send 'mappers' for new or edited groups", g.Group.Name)
+		}
+		loaded, err := module.store.ListMappers(ctx, orgID, saved.ID)
+		if err != nil {
+			return nil, err
+		}
+		g.Mappers = loaded
+	}
+	return groups, nil
+}
+
 func (module *module) AgentFeatureType() agentConf.AgentFeatureType {
 	return spantypes.SpanAttrMappingFeatureType
 }
@@ -109,12 +159,22 @@ func (module *module) AgentFeatureType() agentConf.AgentFeatureType {
 func (module *module) RecommendAgentConfig(orgID valuer.UUID, currentConfYaml []byte, configVersion *opamptypes.AgentConfigVersion) ([]byte, string, error) {
 	ctx := context.Background()
 
-	enabled, err := module.listEnabledGroupsWithMappers(ctx, orgID)
+	// Skip the llm pricing processor unless AI observability is enabled for the org.
+	evalCtx := featuretypes.NewFlaggerEvaluationContext(orgID)
+	enabled, err := module.flagger.Boolean(ctx, flagger.FeatureEnableAIObservability, evalCtx)
+	if err != nil {
+		return nil, "", err
+	}
+	if !enabled {
+		return currentConfYaml, "", nil
+	}
+
+	enabledMappers, err := module.listEnabledGroupsWithMappers(ctx, orgID)
 	if err != nil {
 		return nil, "", err
 	}
 
-	updatedConf, err := spantypes.GenerateCollectorConfigWithSpanMapperProcessor(currentConfYaml, enabled)
+	updatedConf, err := spantypes.GenerateCollectorConfigWithSpanMapperProcessor(currentConfYaml, enabledMappers)
 	if err != nil {
 		return nil, "", err
 	}

pkg/modules/spanmapper/spanmapper.go

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

pkg/query-service/app/server.go

@@ -113,6 +113,8 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 			Store: signoz.SQLStore,
 			AgentFeatures: []agentConf.AgentFeature{
 				logParsingPipelineController,
+				signoz.Modules.SpanMapper,
+				signoz.Modules.LLMPricingRule,
 			},
 		},
 	)

pkg/signoz/module.go

@@ -154,8 +154,8 @@ func NewModules(
 		RuleStateHistory: implrulestatehistory.NewModule(implrulestatehistory.NewStore(telemetryStore, telemetryMetadataStore, providerSettings.Logger)),
 		CloudIntegration: cloudIntegrationModule,
 		TraceDetail:      impltracedetail.NewModule(impltracedetail.NewTraceStore(telemetryStore), providerSettings, config.TraceDetail),
-		SpanMapper:       implspanmapper.NewModule(implspanmapper.NewStore(sqlstore)),
-		LLMPricingRule:   impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore)),
+		SpanMapper:       implspanmapper.NewModule(implspanmapper.NewStore(sqlstore), fl),
+		LLMPricingRule:   impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore), fl),
 		Tag:              tagModule,
 	}
 }

pkg/types/authtypes/role.go

@@ -80,8 +80,8 @@ type RoleWithTransactionGroups struct {
 
 type PostableRole struct {
 	Name              string            `json:"name" required:"true"`
-	Description       string            `json:"description" required:"true"`
-	TransactionGroups TransactionGroups `json:"transactionGroups" required:"true" nullable:"false"`
+	Description       string            `json:"description" required:"false"`
+	TransactionGroups TransactionGroups `json:"transactionGroups" required:"false" nullable:"false"`
 }
 
 type UpdatableRole struct {
@@ -167,32 +167,40 @@ func (role *Role) ErrIfManaged() error {
 }
 
 func (role *PostableRole) UnmarshalJSON(data []byte) error {
-	type Alias PostableRole
-	var temp Alias
+	shadow := struct {
+		Name              string           `json:"name"`
+		Description       string           `json:"description"`
+		TransactionGroups *json.RawMessage `json:"transactionGroups"`
+	}{}
 
-	if err := json.Unmarshal(data, &temp); err != nil {
+	if err := json.Unmarshal(data, &shadow); err != nil {
 		return err
 	}
 
-	if temp.Name == "" {
+	if shadow.Name == "" {
 		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "name is missing from the request")
 	}
 
-	if match := roleNameRegex.MatchString(temp.Name); !match {
+	if match := roleNameRegex.MatchString(shadow.Name); !match {
 		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "name must contain only lowercase letters (a-z) and hyphens (-), and be at most 50 characters long.")
 	}
 
-	if strings.HasPrefix(temp.Name, managedRolePrefix) {
+	if strings.HasPrefix(shadow.Name, managedRolePrefix) {
 		return errors.Newf(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "role name cannot start with %q as it is reserved for SigNoz managed roles.", managedRolePrefix)
 	}
 
-	if temp.TransactionGroups == nil {
-		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "transactionGroups is required").WithAdditional("send an empty array to create a role with no transaction groups")
+	var transactionGroups TransactionGroups
+	if shadow.TransactionGroups != nil {
+		var err error
+		transactionGroups, err = NewTransactionGroups(*shadow.TransactionGroups)
+		if err != nil {
+			return err
+		}
 	}
 
-	role.Name = temp.Name
-	role.Description = temp.Description
-	role.TransactionGroups = temp.TransactionGroups
+	role.Name = shadow.Name
+	role.Description = shadow.Description
+	role.TransactionGroups = transactionGroups
 	return nil
 }
 
@@ -206,9 +214,6 @@ func (role *UpdatableRole) UnmarshalJSON(data []byte) error {
 		return err
 	}
 
-	// A pointer distinguishes an omitted/null description from an explicit empty string: the field
-	// must be sent (update reconciles to exactly what is given), but an empty string is allowed so a
-	// caller can deliberately clear the description.
 	if shadow.Description == nil {
 		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "description is required").WithAdditional("send an empty string to clear the description")
 	}

pkg/types/authtypes/transaction.go

@@ -3,10 +3,22 @@ package authtypes
 import (
 	"encoding/json"
 
+	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/types/coretypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
+type rawTransactionGroup struct {
+	Relation    string `json:"relation"`
+	ObjectGroup struct {
+		Resource struct {
+			Type string `json:"type"`
+			Kind string `json:"kind"`
+		} `json:"resource"`
+		Selectors []string `json:"selectors"`
+	} `json:"objectGroup"`
+}
+
 type Transaction struct {
 	ID       valuer.UUID      `json:"-"`
 	Relation Relation         `json:"relation" required:"true"`
@@ -39,16 +51,23 @@ func NewTransaction(relation Relation, object coretypes.Object) (*Transaction, e
 	return &Transaction{ID: valuer.GenerateUUID(), Relation: relation, Object: object}, nil
 }
 
-func NewTransactionGroup(relation Relation, objectGroup coretypes.ObjectGroup) (*TransactionGroup, error) {
-	if err := coretypes.ErrIfVerbNotValidForResource(relation.Verb, objectGroup.Resource); err != nil {
-		return nil, err
+func NewTransactionGroups(data []byte) (TransactionGroups, error) {
+	var rawGroups []rawTransactionGroup
+	if err := json.Unmarshal(data, &rawGroups); err != nil {
+		return nil, errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "transactionGroups must be an array of {relation, objectGroup} objects")
 	}
 
-	if _, err := coretypes.NewObjectsFromObjectGroup(objectGroup); err != nil {
-		return nil, err
+	groups := make(TransactionGroups, 0, len(rawGroups))
+	for index, rawGroup := range rawGroups {
+		group, err := newTransactionGroup(rawGroup, index)
+		if err != nil {
+			return nil, err
+		}
+
+		groups = append(groups, group)
 	}
 
-	return &TransactionGroup{Relation: relation, ObjectGroup: objectGroup}, nil
+	return groups, nil
 }
 
 func NewGettableTransaction(results []*TransactionWithAuthorization) []*GettableTransaction {
@@ -88,26 +107,6 @@ func (transaction *Transaction) UnmarshalJSON(data []byte) error {
 	return nil
 }
 
-func (transactionGroup *TransactionGroup) UnmarshalJSON(data []byte) error {
-	var shadow = struct {
-		Relation    Relation
-		ObjectGroup coretypes.ObjectGroup
-	}{}
-
-	err := json.Unmarshal(data, &shadow)
-	if err != nil {
-		return err
-	}
-
-	group, err := NewTransactionGroup(shadow.Relation, shadow.ObjectGroup)
-	if err != nil {
-		return err
-	}
-
-	*transactionGroup = *group
-	return nil
-}
-
 func (transaction *Transaction) TransactionKey() string {
 	return transaction.Relation.StringValue() + ":" + transaction.Object.Resource.Type.StringValue() + ":" + transaction.Object.Resource.Kind.String()
 }
@@ -156,3 +155,39 @@ func (groups TransactionGroups) selectorSet() map[string]struct{} {
 func (group *TransactionGroup) selectorKey(selector coretypes.Selector) string {
 	return group.Relation.StringValue() + "|" + group.ObjectGroup.Resource.String() + "|" + selector.String()
 }
+
+func newTransactionGroup(raw rawTransactionGroup, index int) (*TransactionGroup, error) {
+	verb, err := coretypes.NewVerb(raw.Relation)
+	if err != nil {
+		return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "transactionGroups[%d].relation: %s", index, err.Error())
+	}
+
+	resourceType, err := coretypes.NewType(raw.ObjectGroup.Resource.Type)
+	if err != nil {
+		return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "transactionGroups[%d].objectGroup.resource.type: %s", index, err.Error())
+	}
+
+	kind, err := coretypes.NewKind(raw.ObjectGroup.Resource.Kind)
+	if err != nil {
+		return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "transactionGroups[%d].objectGroup.resource.kind: %s", index, err.Error())
+	}
+
+	resourceRef := coretypes.ResourceRef{Type: resourceType, Kind: kind}
+	if err := coretypes.ErrIfVerbNotValidForResource(verb, resourceRef); err != nil {
+		return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "transactionGroups[%d]: %s", index, err.Error())
+	}
+
+	selectors := make([]coretypes.Selector, 0, len(raw.ObjectGroup.Selectors))
+	for selectorIndex, rawSelector := range raw.ObjectGroup.Selectors {
+		selector, err := resourceType.Selector(rawSelector)
+		if err != nil {
+			return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "transactionGroups[%d].objectGroup.selectors[%d]: %s", index, selectorIndex, err.Error())
+		}
+		selectors = append(selectors, selector)
+	}
+
+	return &TransactionGroup{
+		Relation:    Relation{Verb: verb},
+		ObjectGroup: coretypes.ObjectGroup{Resource: resourceRef, Selectors: selectors},
+	}, nil
+}

pkg/types/coretypes/kind.go

@@ -39,6 +39,48 @@ func MustNewKind(str string) Kind {
 	return kind
 }
 
+func (name Kind) Enum() []any {
+	return []any{
+		KindAnonymous,
+		KindOrganization,
+		KindRole,
+		KindServiceAccount,
+		KindUser,
+		KindNotificationChannel,
+		KindRoutePolicy,
+		KindApdexSetting,
+		KindAuthDomain,
+		KindSession,
+		KindCloudIntegration,
+		KindCloudIntegrationService,
+		KindIntegration,
+		KindDashboard,
+		KindPublicDashboard,
+		KindIngestionKey,
+		KindIngestionLimit,
+		KindPipeline,
+		KindUserPreference,
+		KindOrgPreference,
+		KindQuickFilter,
+		KindTTLSetting,
+		KindRule,
+		KindPlannedMaintenance,
+		KindSavedView,
+		KindTraceFunnel,
+		KindFactorPassword,
+		KindFactorAPIKey,
+		KindLicense,
+		KindSubscription,
+		KindLogs,
+		KindTraces,
+		KindMetrics,
+		KindAuditLogs,
+		KindMeterMetrics,
+		KindLogsField,
+		KindTracesField,
+	}
+}
+
 func (name Kind) String() string {
 	return name.val
 }

pkg/types/inframonitoringtypes/clusters.go

@@ -12,7 +12,6 @@ type Clusters struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []ClusterRecord        `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/daemonsets.go

@@ -12,7 +12,6 @@ type DaemonSets struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []DaemonSetRecord      `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/deployments.go

@@ -12,7 +12,6 @@ type Deployments struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []DeploymentRecord     `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/hosts.go

@@ -12,7 +12,6 @@ type Hosts struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []HostRecord           `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }
@@ -30,10 +29,6 @@ type HostRecord struct {
 	Meta              map[string]string `json:"meta" required:"true"`
 }
 
-type RequiredMetricsCheck struct {
-	MissingMetrics []string `json:"missingMetrics" required:"true"`
-}
-
 type PostableHosts struct {
 	Start   int64                `json:"start" required:"true"`
 	End     int64                `json:"end" required:"true"`

pkg/types/inframonitoringtypes/jobs.go

@@ -12,7 +12,6 @@ type Jobs struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []JobRecord            `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/namespaces.go

@@ -12,7 +12,6 @@ type Namespaces struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []NamespaceRecord      `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/nodes.go

@@ -12,7 +12,6 @@ type Nodes struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []NodeRecord           `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/pods.go

@@ -12,7 +12,6 @@ type Pods struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []PodRecord            `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/statefulsets.go

@@ -12,7 +12,6 @@ type StatefulSets struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []StatefulSetRecord    `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/inframonitoringtypes/volumes.go

@@ -12,7 +12,6 @@ type Volumes struct {
 	Type                   ResponseType           `json:"type" required:"true"`
 	Records                []VolumeRecord         `json:"records" required:"true" nullable:"false"`
 	Total                  int                    `json:"total" required:"true"`
-	RequiredMetricsCheck   RequiredMetricsCheck   `json:"requiredMetricsCheck" required:"true"`
 	EndTimeBeforeRetention bool                   `json:"endTimeBeforeRetention" required:"true"`
 	Warning                *qbtypes.QueryWarnData `json:"warning,omitempty"`
 }

pkg/types/llmpricingruletypes/pricing.go

@@ -53,7 +53,8 @@ var (
 	LLMPricingRuleCacheModeSubtract = LLMPricingRuleCacheMode{valuer.NewString("subtract")}
 	// LLMPricingRuleCacheModeAdditive: cached tokens are reported separately (Anthropic-style).
 	LLMPricingRuleCacheModeAdditive = LLMPricingRuleCacheMode{valuer.NewString("additive")}
-	// LLMPricingRuleCacheModeUnknown: provider behaviour is unknown; falls back to subtract.
+	// LLMPricingRuleCacheModeUnknown: provider behaviour is unknown. buildProcessorConfig
+	// normalizes this to an empty mode in the collector config.
 	LLMPricingRuleCacheModeUnknown = LLMPricingRuleCacheMode{valuer.NewString("unknown")}
 )
 

pkg/types/llmpricingruletypes/processorconfig.go

@@ -26,24 +26,23 @@ type LLMPricingRuleProcessorAttrs struct {
 	CacheWrite string `yaml:"cache_write" json:"cache_write"`
 }
 
-// LLMPricingRuleProcessorDefaultPricing holds the pricing unit and the list of model-specific rules.
+// LLMPricingRuleProcessorDefaultPricing holds the list of model-specific rules.
 type LLMPricingRuleProcessorDefaultPricing struct {
-	Unit  string                    `yaml:"unit" json:"unit"`
 	Rules []LLMPricingRuleProcessor `yaml:"rules" json:"rules"`
 }
 
 // LLMPricingRuleProcessor is a single pricing rule inside the processor config.
 type LLMPricingRuleProcessor struct {
-	Name    string                       `yaml:"name" json:"name"`
-	Pattern []string                     `yaml:"pattern" json:"pattern"`
-	Cache   LLMPricingRuleProcessorCache `yaml:"cache" json:"cache"`
-	In      float64                      `yaml:"in" json:"in"`
-	Out     float64                      `yaml:"out" json:"out"`
+	Name    string                        `yaml:"name" json:"name"`
+	Pattern []string                      `yaml:"pattern" json:"pattern"`
+	Cache   *LLMPricingRuleProcessorCache `yaml:"cache,omitempty" json:"cache,omitempty"`
+	In      float64                       `yaml:"in" json:"in"`
+	Out     float64                       `yaml:"out" json:"out"`
 }
 
 // LLMPricingRuleProcessorCache describes how cached tokens are accounted for.
 type LLMPricingRuleProcessorCache struct {
-	Mode  string  `yaml:"mode" json:"mode"`
+	Mode  string  `yaml:"mode,omitempty" json:"mode,omitempty"`
 	Read  float64 `yaml:"read" json:"read"`
 	Write float64 `yaml:"write" json:"write"`
 }
@@ -61,10 +60,14 @@ type LLMPricingRuleProcessorOutputAttrs struct {
 func buildProcessorConfig(rules []*LLMPricingRule) *LLMPricingRuleProcessorConfig {
 	pricingRules := make([]LLMPricingRuleProcessor, 0, len(rules))
 	for _, r := range rules {
-		var cache LLMPricingRuleProcessorCache
+		var cache *LLMPricingRuleProcessorCache
 		if r.Pricing.Cache != nil {
-			cache = LLMPricingRuleProcessorCache{
-				Mode:  r.Pricing.Cache.Mode.StringValue(),
+			mode := r.Pricing.Cache.Mode.StringValue()
+			if mode != LLMPricingRuleCacheModeSubtract.StringValue() && mode != LLMPricingRuleCacheModeAdditive.StringValue() {
+				mode = ""
+			}
+			cache = &LLMPricingRuleProcessorCache{
+				Mode:  mode,
 				Read:  r.Pricing.Cache.Read,
 				Write: r.Pricing.Cache.Write,
 			}
@@ -87,7 +90,6 @@ func buildProcessorConfig(rules []*LLMPricingRule) *LLMPricingRuleProcessorConfi
 			CacheWrite: GenAIUsageCacheCreationInputTokens,
 		},
 		DefaultPricing: LLMPricingRuleProcessorDefaultPricing{
-			Unit:  UnitPerMillionTokens.StringValue(),
 			Rules: pricingRules,
 		},
 		OutputAttrs: LLMPricingRuleProcessorOutputAttrs{

pkg/types/llmpricingruletypes/processorconfig_test.go

@@ -41,6 +41,16 @@ func makePricingRule(model string, patterns []string, cacheMode LLMPricingRuleCa
 	}
 }
 
+func makePricingRuleNoCache(model string, patterns []string, costIn, costOut float64) *LLMPricingRule {
+	return &LLMPricingRule{
+		Model:        model,
+		ModelPattern: StringSlice(patterns),
+		Unit:         UnitPerMillionTokens,
+		Pricing:      LLMRulePricing{Input: costIn, Output: costOut},
+		Enabled:      true,
+	}
+}
+
 func TestGenerateCollectorConfigWithLLMPricingProcessor(t *testing.T) {
 	tests := []struct {
 		name         string
@@ -62,6 +72,24 @@ func TestGenerateCollectorConfigWithLLMPricingProcessor(t *testing.T) {
 			rules:        nil,
 			expectedFile: "collector_no_rules.yaml",
 		},
+		// A rule without cache pricing omits the cache block entirely so the
+		// collector does not apply any cache cost.
+		{
+			name: "rule_without_cache",
+			rules: []*LLMPricingRule{
+				makePricingRuleNoCache("gpt-4o", []string{"gpt-4o*"}, 5.0, 15.0),
+			},
+			expectedFile: "collector_rule_without_cache.yaml",
+		},
+		// An unknown cache mode still emits the cache block (with prices) but omits
+		// the mode field; the collector handles a missing mode in its default branch.
+		{
+			name: "rule_cache_mode_unknown",
+			rules: []*LLMPricingRule{
+				makePricingRule("gpt-4o", []string{"gpt-4o*"}, LLMPricingRuleCacheModeUnknown, 5.0, 15.0, 2.5, 0),
+			},
+			expectedFile: "collector_rule_cache_mode_unknown.yaml",
+		},
 	}
 
 	input, err := os.ReadFile(filepath.Join("testdata", "collector_baseline.yaml"))

pkg/types/llmpricingruletypes/testdata/collector_baseline.yaml

@@ -11,7 +11,6 @@ processors:
       cache_read: gen_ai.usage.cache_read.input_tokens
       cache_write: gen_ai.usage.cache_creation.input_tokens
     default_pricing:
-      unit: per_million_tokens
       rules: []
     output_attrs:
       in: _signoz.gen_ai.cost_input

pkg/types/llmpricingruletypes/testdata/collector_no_rules.yaml

@@ -11,7 +11,6 @@ processors:
             cache_read: gen_ai.usage.cache_read.input_tokens
             cache_write: gen_ai.usage.cache_creation.input_tokens
         default_pricing:
-            unit: per_million_tokens
             rules: []
         output_attrs:
             in: _signoz.gen_ai.cost_input

pkg/types/llmpricingruletypes/testdata/collector_rule_cache_mode_unknown.yaml

@@ -0,0 +1,42 @@
+exporters:
+    otlp:
+        endpoint: localhost:4317
+processors:
+    batch: {}
+    signozllmpricing:
+        attrs:
+            model: gen_ai.request.model
+            in: gen_ai.usage.input_tokens
+            out: gen_ai.usage.output_tokens
+            cache_read: gen_ai.usage.cache_read.input_tokens
+            cache_write: gen_ai.usage.cache_creation.input_tokens
+        default_pricing:
+            rules:
+                - name: gpt-4o
+                  pattern:
+                    - gpt-4o*
+                  cache:
+                    read: 2.5
+                    write: 0
+                  in: 5
+                  out: 15
+        output_attrs:
+            in: _signoz.gen_ai.cost_input
+            out: _signoz.gen_ai.cost_output
+            cache_read: _signoz.gen_ai.cost_cache_read
+            cache_write: _signoz.gen_ai.cost_cache_write
+            total: _signoz.gen_ai.total_cost
+receivers:
+    otlp:
+        protocols:
+            grpc: null
+service:
+    pipelines:
+        traces:
+            exporters:
+                - otlp
+            processors:
+                - batch
+                - signozllmpricing
+            receivers:
+                - otlp

pkg/types/llmpricingruletypes/testdata/collector_rule_without_cache.yaml

@@ -0,0 +1,39 @@
+exporters:
+    otlp:
+        endpoint: localhost:4317
+processors:
+    batch: {}
+    signozllmpricing:
+        attrs:
+            model: gen_ai.request.model
+            in: gen_ai.usage.input_tokens
+            out: gen_ai.usage.output_tokens
+            cache_read: gen_ai.usage.cache_read.input_tokens
+            cache_write: gen_ai.usage.cache_creation.input_tokens
+        default_pricing:
+            rules:
+                - name: gpt-4o
+                  pattern:
+                    - gpt-4o*
+                  in: 5
+                  out: 15
+        output_attrs:
+            in: _signoz.gen_ai.cost_input
+            out: _signoz.gen_ai.cost_output
+            cache_read: _signoz.gen_ai.cost_cache_read
+            cache_write: _signoz.gen_ai.cost_cache_write
+            total: _signoz.gen_ai.total_cost
+receivers:
+    otlp:
+        protocols:
+            grpc: null
+service:
+    pipelines:
+        traces:
+            exporters:
+                - otlp
+            processors:
+                - batch
+                - signozllmpricing
+            receivers:
+                - otlp

pkg/types/llmpricingruletypes/testdata/collector_with_rule.yaml

@@ -11,7 +11,6 @@ processors:
             cache_read: gen_ai.usage.cache_read.input_tokens
             cache_write: gen_ai.usage.cache_creation.input_tokens
         default_pricing:
-            unit: per_million_tokens
             rules:
                 - name: gpt-4o
                   pattern:

pkg/types/metricsexplorertypes/metricsexplorer.go

@@ -260,11 +260,27 @@ type MetricHighlightsResponse struct {
 	ActiveTimeSeries uint64 `json:"activeTimeSeries" required:"true"`
 }
 
+// MetricNameQuery represents the query parameters for endpoints that take a metric name.
+type MetricNameQuery struct {
+	MetricName string `query:"metricName" required:"true" description:"The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies)."`
+}
+
+// Validate ensures MetricNameQuery contains acceptable values.
+func (q *MetricNameQuery) Validate() error {
+	if q == nil {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "request is nil")
+	}
+	if q.MetricName == "" {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
+	}
+	return nil
+}
+
 // MetricAttributesRequest represents the query parameters for the metric attributes endpoint.
 type MetricAttributesRequest struct {
-	MetricName string `json:"-"`
-	Start      *int64 `query:"start"`
-	End        *int64 `query:"end"`
+	MetricName string `query:"metricName" required:"true" description:"The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies)."`
+	Start      *int64 `query:"start" description:"Start of the time range as a Unix timestamp in milliseconds."`
+	End        *int64 `query:"end" description:"End of the time range as a Unix timestamp in milliseconds."`
 }
 
 // Validate ensures MetricAttributesRequest contains acceptable values.
@@ -273,6 +289,10 @@ func (req *MetricAttributesRequest) Validate() error {
 		return errors.NewInvalidInputf(errors.CodeInvalidInput, "request is nil")
 	}
 
+	if req.MetricName == "" {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
+	}
+
 	if req.Start != nil && req.End != nil {
 		if *req.Start >= *req.End {
 			return errors.NewInvalidInputf(errors.CodeInvalidInput, "start (%d) must be less than end (%d)", *req.Start, *req.End)

pkg/types/spantypes/spanmappersimulator.go

@@ -0,0 +1,186 @@
+package spantypes
+
+import (
+	"context"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/SigNoz/signoz-otel-collector/pkg/collectorsimulator"
+	"github.com/SigNoz/signoz-otel-collector/processor/signozspanmapperprocessor"
+	"github.com/SigNoz/signoz/pkg/errors"
+	"go.opentelemetry.io/collector/otelcol"
+	"go.opentelemetry.io/collector/pdata/ptrace"
+	"gopkg.in/yaml.v3"
+)
+
+var (
+	ErrCodeProcessorFactoryMapFailed  = errors.MustNewCode("processor_factory_map_failed")
+	ErrCodeSpanMapperSimulationFailed = errors.MustNewCode("span_mapper_simulation_failed")
+)
+
+const spanInputOrderAttr = "__signoz_input_idx__"
+
+func SimulateSpanMappersProcessing(ctx context.Context, groups []*SpanMapperGroupWithMappers, spans []SpanMapperTestSpan) ([]SpanMapperTestSpan, []string, error) {
+	enabled := filterEnabledGroupsWithMappers(groups)
+	if len(enabled) < 1 {
+		return spans, nil, nil
+	}
+
+	// this is done to preserve the order in which the request was sent
+	for i := range spans {
+		if spans[i].Attributes == nil {
+			spans[i].Attributes = map[string]any{}
+		}
+		spans[i].Attributes[spanInputOrderAttr] = int64(i)
+	}
+	simulatorInput := SpansToPTraces(spans)
+
+	processorFactories, err := otelcol.MakeFactoryMap(signozspanmapperprocessor.NewFactory())
+	if err != nil {
+		return nil, nil, errors.WrapInternalf(err, ErrCodeProcessorFactoryMapFailed, "could not construct processor factory map")
+	}
+
+	configGenerator := func(baseConf []byte) ([]byte, error) {
+		withProcessor, err := GenerateCollectorConfigWithSpanMapperProcessor(baseConf, enabled)
+		if err != nil {
+			return nil, err
+		}
+		return wireSpanMapperIntoTracesPipeline(withProcessor)
+	}
+
+	// signozspanmapperprocessor does no batching; spans flow through immediately.
+	timeout := 200 * time.Millisecond
+
+	outputTraces, collectorErrs, simErr := collectorsimulator.SimulateTracesProcessing(
+		ctx,
+		processorFactories,
+		configGenerator,
+		simulatorInput,
+		timeout,
+	)
+	if simErr != nil {
+		if errors.Is(simErr, collectorsimulator.ErrInvalidConfig) {
+			return nil, nil, errors.WrapInvalidInputf(simErr, errors.CodeInvalidInput, "invalid config")
+		}
+		return nil, nil, errors.WrapInternalf(simErr, ErrCodeSpanMapperSimulationFailed, "could not simulate span mapper processing")
+	}
+
+	outputSpans := PTracesToSpans(outputTraces)
+
+	sort.Slice(outputSpans, func(i, j int) bool {
+		iIdx, _ := outputSpans[i].Attributes[spanInputOrderAttr].(int64)
+		jIdx, _ := outputSpans[j].Attributes[spanInputOrderAttr].(int64)
+		return iIdx < jIdx
+	})
+	for _, s := range outputSpans {
+		delete(s.Attributes, spanInputOrderAttr)
+	}
+
+	collectorWarnAndErrorLogs := []string{}
+	for _, log := range collectorErrs {
+		if log == "" || strings.Contains(log, "featuregate.go") {
+			continue
+		}
+		collectorWarnAndErrorLogs = append(collectorWarnAndErrorLogs, log)
+	}
+
+	return outputSpans, collectorWarnAndErrorLogs, nil
+}
+
+func SpansToPTraces(spans []SpanMapperTestSpan) []ptrace.Traces {
+	result := make([]ptrace.Traces, 0, len(spans))
+	for _, s := range spans {
+		td := ptrace.NewTraces()
+		rs := td.ResourceSpans().AppendEmpty()
+		if s.Resource != nil {
+			_ = rs.Resource().Attributes().FromRaw(s.Resource)
+		}
+		sl := rs.ScopeSpans().AppendEmpty()
+		span := sl.Spans().AppendEmpty()
+		if s.Attributes != nil {
+			_ = span.Attributes().FromRaw(s.Attributes)
+		}
+		result = append(result, td)
+	}
+	return result
+}
+
+func PTracesToSpans(traces []ptrace.Traces) []SpanMapperTestSpan {
+	result := []SpanMapperTestSpan{}
+	for _, td := range traces {
+		rss := td.ResourceSpans()
+		for i := 0; i < rss.Len(); i++ {
+			rs := rss.At(i)
+			resourceAttrs := rs.Resource().Attributes().AsRaw()
+			ilss := rs.ScopeSpans()
+			for j := 0; j < ilss.Len(); j++ {
+				spans := ilss.At(j).Spans()
+				for k := 0; k < spans.Len(); k++ {
+					result = append(result, SpanMapperTestSpan{
+						Attributes: spans.At(k).Attributes().AsRaw(),
+						Resource:   resourceAttrs,
+					})
+				}
+			}
+		}
+	}
+	return result
+}
+
+// wireSpanMapperIntoTracesPipeline appends "signozspanmapper" to
+// service.pipelines.traces.processors so the processor defined by
+// GenerateCollectorConfigWithSpanMapperProcessor actually runs against the
+// traces flowing through the simulator. Idempotent: skips appending if the
+// processor name is already present.
+func wireSpanMapperIntoTracesPipeline(confYaml []byte) ([]byte, error) {
+	var conf map[string]any
+	if err := yaml.Unmarshal(confYaml, &conf); err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInvalidInput, ErrCodeInvalidCollectorConfig, "failed to unmarshal collector config for pipeline wiring")
+	}
+	service, _ := conf["service"].(map[string]any)
+	if service == nil {
+		return confYaml, nil
+	}
+	pipelines, _ := service["pipelines"].(map[string]any)
+	if pipelines == nil {
+		return confYaml, nil
+	}
+	traces, _ := pipelines["traces"].(map[string]any)
+	if traces == nil {
+		return confYaml, nil
+	}
+
+	procs, _ := traces["processors"].([]any)
+	for _, p := range procs {
+		if name, ok := p.(string); ok && name == ProcessorName {
+			return confYaml, nil
+		}
+	}
+	traces["processors"] = append(procs, ProcessorName)
+
+	out, err := yaml.Marshal(conf)
+	if err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, ErrCodeBuildMappingProcessorConfig, "failed to marshal collector config after pipeline wiring")
+	}
+	return out, nil
+}
+
+func filterEnabledGroupsWithMappers(groups []*SpanMapperGroupWithMappers) []*SpanMapperGroupWithMappers {
+	out := make([]*SpanMapperGroupWithMappers, 0, len(groups))
+	for _, gm := range groups {
+		if gm == nil || gm.Group == nil || !gm.Group.Enabled {
+			continue
+		}
+		enabled := make([]*SpanMapper, 0, len(gm.Mappers))
+		for _, m := range gm.Mappers {
+			if m != nil && m.Enabled {
+				enabled = append(enabled, m)
+			}
+		}
+		if len(enabled) > 0 {
+			out = append(out, &SpanMapperGroupWithMappers{Group: gm.Group, Mappers: enabled})
+		}
+	}
+	return out
+}

pkg/types/spantypes/spanmappersimulator_test.go

@@ -0,0 +1,43 @@
+package spantypes
+
+import (
+	"context"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// TestSimulateSpanMappersProcessing_EndToEnd is an integration test: it spins
+// up an actual in-memory otel-collector pipeline with signozspanmapperprocessor
+// and verifies the produced span has the expected target attribute.
+func TestSimulateSpanMappersProcessing_EndToEnd(t *testing.T) {
+	groups := []*SpanMapperGroupWithMappers{{
+		Group: &SpanMapperGroup{
+			Name:      "llm",
+			Condition: SpanMapperGroupCondition{Attributes: []string{"model"}},
+			Enabled:   true,
+		},
+		Mappers: []*SpanMapper{{
+			Name:         "gen_ai.request.model",
+			FieldContext: FieldContextSpanAttribute,
+			Config: SpanMapperConfig{Sources: []SpanMapperSource{
+				{Key: "llm.model", Context: FieldContextSpanAttribute, Operation: SpanMapperOperationCopy, Priority: 1},
+			}},
+			Enabled: true,
+		}},
+	}}
+
+	spans := []SpanMapperTestSpan{{Attributes: map[string]any{"llm.model": "gpt-4"}}}
+
+	out, _, err := SimulateSpanMappersProcessing(context.Background(), groups, spans)
+
+	require.NoError(t, err)
+	require.Len(t, out, 1)
+	assert.Equal(t, "gpt-4", out[0].Attributes["gen_ai.request.model"], "target attribute must be populated by the spanmapper processor")
+	// Source attribute is preserved (copy, not move).
+	assert.Equal(t, "gpt-4", out[0].Attributes["llm.model"])
+	// Order-tracking attribute is stripped from the output.
+	_, hasOrderAttr := out[0].Attributes[spanInputOrderAttr]
+	assert.False(t, hasOrderAttr, "internal ordering attribute must be removed from the response")
+}

pkg/types/spantypes/spanmappertest.go

@@ -0,0 +1,54 @@
+package spantypes
+
+import (
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type SpanMapperTestSpan struct {
+	Attributes map[string]any `json:"attributes"`
+	Resource   map[string]any `json:"resource"`
+}
+
+// Mappers is optional because the module can backfill from the store by Group.Name.
+type PostableSpanMapperTestGroup struct {
+	PostableSpanMapperGroup
+	Mappers []PostableSpanMapper `json:"mappers"`
+}
+
+type PostableSpanMapperTest struct {
+	Spans  []SpanMapperTestSpan          `json:"spans"  required:"true"`
+	Groups []PostableSpanMapperTestGroup `json:"groups" required:"true"`
+}
+
+type GettableSpanMapperTest struct {
+	Spans         []SpanMapperTestSpan `json:"spans"`
+	CollectorLogs []string             `json:"collectorLogs"`
+}
+
+func NewSpanMapperGroupsWithMappersFromPostable(orgID valuer.UUID, in []PostableSpanMapperTestGroup) []*SpanMapperGroupWithMappers {
+	out := make([]*SpanMapperGroupWithMappers, 0, len(in))
+	for _, pg := range in {
+		var mappers []*SpanMapper
+		if pg.Mappers != nil {
+			mappers = make([]*SpanMapper, 0, len(pg.Mappers))
+			for _, pm := range pg.Mappers {
+				mappers = append(mappers, &SpanMapper{
+					Name:         pm.Name,
+					FieldContext: pm.FieldContext,
+					Config:       pm.Config,
+					Enabled:      pm.Enabled,
+				})
+			}
+		}
+		out = append(out, &SpanMapperGroupWithMappers{
+			Group: &SpanMapperGroup{
+				OrgID:     orgID,
+				Name:      pg.Name,
+				Condition: pg.Condition,
+				Enabled:   pg.Enabled,
+			},
+			Mappers: mappers,
+		})
+	}
+	return out
+}

pkg/types/telemetrytypes/field.go

@@ -4,7 +4,6 @@ import (
 	"fmt"
 	"strings"
 
-	"github.com/SigNoz/signoz-otel-collector/exporter/jsontypeexporter"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
 
@@ -22,7 +21,7 @@ const (
 	// BodyJSONStringSearchPrefix is the prefix used for body JSON search queries.
 	// e.g., "body.status" where "body." is the prefix.
 	BodyJSONStringSearchPrefix = "body."
-	ArraySep                   = jsontypeexporter.ArraySeparator
+	ArraySep                   = "[]."
 	ArraySepSuffix             = "[]"
 	// TODO(Piyush): Remove once we've migrated to the new array syntax.
 	ArrayAnyIndex       = "[*]."

pkg/types/telemetrytypes/json_access_plan.go

@@ -6,7 +6,6 @@ import (
 	"slices"
 	"strings"
 
-	"github.com/SigNoz/signoz-otel-collector/exporter/jsontypeexporter"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
@@ -76,7 +75,7 @@ func (n *JSONAccessNode) Alias() string {
 	parentAlias := strings.TrimLeft(n.Parent.Alias(), "`")
 	parentAlias = strings.TrimRight(parentAlias, "`")
 
-	sep := jsontypeexporter.ArraySeparator
+	sep := "[]."
 	if n.Parent.isRoot {
 		sep = "."
 	}

tests/integration/testdata/inframonitoring/daemonsets_missing_metrics.jsonl

@@ -1,3 +0,0 @@
-{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"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":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"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":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:04:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}

tests/integration/testdata/inframonitoring/statefulsets_missing_metrics.jsonl

@@ -1,3 +0,0 @@
-{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"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":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"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":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:04:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}

tests/integration/testdata/inframonitoring/volumes_formula_operand_missing.jsonl

@@ -0,0 +1,12 @@
+{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 100000000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 100000000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.capacity", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 100000000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 1000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 1000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 1000000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 800000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 800000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.free", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 800000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:00:00+00:00", "value": 200000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:02:00+00:00", "value": 200000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}
+{"metric_name": "k8s.volume.inodes.used", "labels": {"k8s.persistentvolumeclaim.name": "fop-pvc", "k8s.pod.uid": "fop-pvc-uid", "k8s.pod.name": "pod-fop-pvc", "k8s.namespace.name": "ns-acc", "k8s.node.name": "node-x", "k8s.cluster.name": "cluster-x", "k8s.statefulset.name": "ss-x"}, "timestamp": "2025-01-10T10:04:00+00:00", "value": 200000.0, "temporality": "Unspecified", "type_": "Gauge", "is_monotonic": false}

tests/integration/testdata/inframonitoring/volumes_missing_metrics.jsonl

@@ -1,3 +0,0 @@
-{"metric_name":"k8s.volume.available","labels":{"k8s.persistentvolumeclaim.name":"miss-pvc","k8s.pod.uid":"pod-x-uid","k8s.pod.name":"pod-x","k8s.namespace.name":"ns-x","k8s.node.name":"node-x","k8s.cluster.name":"cluster-x","k8s.statefulset.name":"ss-x"},"timestamp":"2025-01-10T10:00:00+00:00","value":1000000000.0,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
-{"metric_name":"k8s.volume.available","labels":{"k8s.persistentvolumeclaim.name":"miss-pvc","k8s.pod.uid":"pod-x-uid","k8s.pod.name":"pod-x","k8s.namespace.name":"ns-x","k8s.node.name":"node-x","k8s.cluster.name":"cluster-x","k8s.statefulset.name":"ss-x"},"timestamp":"2025-01-10T10:02:00+00:00","value":1000000000.0,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
-{"metric_name":"k8s.volume.available","labels":{"k8s.persistentvolumeclaim.name":"miss-pvc","k8s.pod.uid":"pod-x-uid","k8s.pod.name":"pod-x","k8s.namespace.name":"ns-x","k8s.node.name":"node-x","k8s.cluster.name":"cluster-x","k8s.statefulset.name":"ss-x"},"timestamp":"2025-01-10T10:04:00+00:00","value":1000000000.0,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}

tests/integration/tests/inframonitoring/01_hosts.py

@@ -11,7 +11,7 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/hosts"
 
@@ -56,7 +56,8 @@ def test_hosts_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["hostName"] for r in data["records"]} == set(exp_by_host.keys())
 
@@ -79,45 +80,81 @@ def test_hosts_accuracy(
             assert compare_values(record[field], exp[field], 1e-9), f"{record['hostName']}.{field}: got {record[field]}, expected {exp[field]}"
 
 
-def test_hosts_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: a required host metric was never ingested. Post-#11754 the
+        # querier drops it instead of hard-erroring, so the endpoint returns 200
+        # with the hosts that DO have data; the never-seen metric's column is the
+        # -1 sentinel and a "has never been received" warning is surfaced.
+        pytest.param(
+            {
+                "dataset": "hosts_missing_metrics.jsonl",  # seeds only system.cpu.time
+                "body": {"filter": {"expression": "host.name = 'miss-h1'"}},
+                # singular form is "has", plural (>1 missing) is "have" -> match the common stem
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "system.memory.usage",
+                    "system.cpu.load_average.15m",
+                    "system.filesystem.usage",
+                ],
+                # cpu/wait derive from the present system.cpu.time; the rest come
+                # from never-seen metrics -> -1 sentinel.
+                "data_fields": ["cpu", "wait"],
+                "no_data_fields": ["memory", "load15", "diskUsage"],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_hosts_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only system.cpu.time; assert other 3 required metrics flagged missing."""
+    """Data-availability gaps surface as non-blocking warnings (200 + data),
+    not hard errors. Covers never-seen metrics surfacing a "never been
+    received" warning while present metrics still return data."""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/hosts_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
-    assert response.status_code == HTTPStatus.OK
+    assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == {
-        "system.memory.usage",
-        "system.cpu.load_average.15m",
-        "system.filesystem.usage",
-    }
-    # Endpoint short-circuits when any required metric is missing:
-    # records is empty and total=0 regardless of which hosts have partial data.
-    # See pkg/modules/inframonitoring/implinframonitoring/module.go:84-89.
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

tests/integration/tests/inframonitoring/02_pods.py

@@ -11,26 +11,11 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 from fixtures.time import parse_timestamp
 
 ENDPOINT = "/api/v2/infra_monitoring/pods"
 
-# Required metrics for the v2 pods endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/pods_constants.go:24-32).
-REQUIRED_METRICS = {
-    "k8s.pod.cpu.usage",
-    "k8s.pod.cpu_request_utilization",
-    "k8s.pod.cpu_limit_utilization",
-    "k8s.pod.memory.working_set",
-    "k8s.pod.memory_request_utilization",
-    "k8s.pod.memory_limit_utilization",
-    "k8s.pod.phase",
-}
-
-# Numeric values emitted by the k8s.pod.phase metric (OTel kubeletstatsreceiver).
-PHASE_NUM = {"pending": 1, "running": 2, "succeeded": 3, "failed": 4, "unknown": 5}
-
 # Placeholder in JSONL labels that gets substituted with a runtime ISO string.
 START_TIME_PLACEHOLDER = "__START_TIME__"
 
@@ -116,7 +101,8 @@ def test_pods_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["meta"]["k8s.pod.name"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -162,42 +148,91 @@ def test_pods_accuracy(
         assert record["podAge"] == expected_age_ms, f"{pod_name}.podAge: got {record['podAge']}, expected {expected_age_ms}"
 
 
-def test_pods_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: required metrics were never ingested. Post-#11754 the querier
+        # drops them (no hard error), so the endpoint returns 200 with the pod that
+        # DOES have data; never-seen columns are the -1 sentinel and a
+        # "have never been received" warning is surfaced. Pods has no formulas, so
+        # each missing metric maps straight to one -1 column.
+        pytest.param(
+            {
+                "dataset": "pods_missing_metrics.jsonl",  # seeds only k8s.pod.cpu.usage
+                "body": {"filter": {"expression": "k8s.pod.name = 'miss-p1'"}},
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "k8s.pod.cpu_request_utilization",
+                    "k8s.pod.cpu_limit_utilization",
+                    "k8s.pod.memory.working_set",
+                    "k8s.pod.memory_request_utilization",
+                    "k8s.pod.memory_limit_utilization",
+                ],
+                # podCPU derives from the present k8s.pod.cpu.usage; the rest from
+                # never-seen metrics -> -1 sentinel.
+                "data_fields": ["podCPU"],
+                "no_data_fields": [
+                    "podCPURequest",
+                    "podCPULimit",
+                    "podMemory",
+                    "podMemoryRequest",
+                    "podMemoryLimit",
+                ],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_pods_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.pod.cpu.usage; assert other 6 required metrics flagged missing.
-
-    The endpoint short-circuits and returns empty records + total=0 when any
-    required metric is missing (module.go:192-197).
-    """
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         _load_pods_metrics(
-            "inframonitoring/pods_missing_metrics.jsonl",
+            f"inframonitoring/{case['dataset']}",
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

tests/integration/tests/inframonitoring/03_nodes.py

@@ -11,24 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/nodes"
 
-# Required metrics for the v2 nodes endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/nodes_constants.go:22-29).
-REQUIRED_METRICS = {
-    "k8s.node.cpu.usage",
-    "k8s.node.allocatable_cpu",
-    "k8s.node.memory.working_set",
-    "k8s.node.allocatable_memory",
-    "k8s.node.condition_ready",
-    "k8s.pod.phase",
-}
-
-# Numeric values emitted by k8s.node.condition_ready.
-COND_NUM = {"ready": 1, "not_ready": 0}
-
 
 def test_nodes_accuracy(
     signoz: types.SigNoz,
@@ -71,7 +57,8 @@ def test_nodes_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["nodeName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -107,38 +94,83 @@ def test_nodes_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_nodes_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: required metrics were never ingested. Post-#11754 the querier
+        # drops them (no hard error), so the endpoint returns 200 with the node that
+        # DOES have data; never-seen columns are the -1 sentinel + a
+        # "have never been received" warning. Nodes has no formulas, so each missing
+        # metric maps straight to one -1 column.
+        pytest.param(
+            {
+                "dataset": "nodes_missing_metrics.jsonl",  # seeds only k8s.node.cpu.usage
+                "body": {"filter": {"expression": "k8s.node.name = 'miss-n1'"}},
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "k8s.node.allocatable_cpu",
+                    "k8s.node.memory.working_set",
+                    "k8s.node.allocatable_memory",
+                ],
+                # nodeCPU derives from the present k8s.node.cpu.usage; the rest from
+                # never-seen metrics -> -1 sentinel.
+                "data_fields": ["nodeCPU"],
+                "no_data_fields": ["nodeCPUAllocatable", "nodeMemory", "nodeMemoryAllocatable"],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_nodes_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.node.cpu.usage; assert other 5 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/nodes_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.node.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

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

@@ -11,18 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/namespaces"
 
-# Required metrics for the v2 namespaces endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/namespaces_constants.go:22-26).
-REQUIRED_METRICS = {
-    "k8s.pod.cpu.usage",
-    "k8s.pod.memory.working_set",
-    "k8s.pod.phase",
-}
-
 
 def test_namespaces_accuracy(
     signoz: types.SigNoz,
@@ -71,7 +63,8 @@ def test_namespaces_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["namespaceName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -99,38 +92,79 @@ def test_namespaces_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_namespaces_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: a required metric was never ingested. Post-#11754 the querier
+        # drops it (no hard error), so the endpoint returns 200 with the namespace
+        # that DOES have data; the never-seen column is the -1 sentinel + a
+        # "have never been received" warning. Namespaces has no formulas (2 columns:
+        # namespaceCPU=A, namespaceMemory=D). Default groupBy is two keys
+        # [k8s.namespace.name, k8s.cluster.name]; the seed carries both so the
+        # page-groups IN-filter parses.
+        pytest.param(
+            {
+                "dataset": "namespaces_missing_metrics.jsonl",  # seeds only k8s.pod.cpu.usage
+                "body": {"filter": {"expression": "k8s.namespace.name = 'miss-ns'"}},
+                "warn_substrings": ["never been received", "k8s.pod.memory.working_set"],
+                "warn_names": [],
+                "data_fields": ["namespaceCPU"],
+                "no_data_fields": ["namespaceMemory"],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_namespaces_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.pod.cpu.usage; assert other 2 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/namespaces_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

tests/integration/tests/inframonitoring/05_clusters.py

@@ -11,21 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/clusters"
 
-# Required metrics for the v2 clusters endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/clusters_constants.go:23-30).
-REQUIRED_METRICS = {
-    "k8s.node.cpu.usage",
-    "k8s.node.allocatable_cpu",
-    "k8s.node.memory.working_set",
-    "k8s.node.allocatable_memory",
-    "k8s.node.condition_ready",
-    "k8s.pod.phase",
-}
-
 
 def test_clusters_accuracy(
     signoz: types.SigNoz,
@@ -74,7 +63,8 @@ def test_clusters_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["clusterName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -113,38 +103,82 @@ def test_clusters_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_clusters_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: a required metric was never ingested. Post-#11754 the querier
+        # drops it (no hard error), so the endpoint returns 200 with the cluster
+        # that DOES have data; never-seen columns are the -1 sentinel + a
+        # "have never been received" warning. Clusters has no formulas
+        # (clusterCPU=A, clusterCPUAllocatable=B, clusterMemory=C,
+        # clusterMemoryAllocatable=D).
+        pytest.param(
+            {
+                "dataset": "clusters_missing_metrics.jsonl",  # seeds only k8s.node.cpu.usage
+                "body": {"filter": {"expression": "k8s.cluster.name = 'miss-cluster'"}},
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "k8s.node.allocatable_cpu",
+                    "k8s.node.memory.working_set",
+                    "k8s.node.allocatable_memory",
+                ],
+                "data_fields": ["clusterCPU"],
+                "no_data_fields": ["clusterCPUAllocatable", "clusterMemory", "clusterMemoryAllocatable"],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_clusters_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.node.cpu.usage; assert other 5 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/clusters_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.node.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

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

@@ -11,20 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/pvcs"
 
-# Required metrics for the v2 volumes endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/volumes_constants.go:20-27).
-REQUIRED_METRICS = {
-    "k8s.volume.available",
-    "k8s.volume.capacity",
-    "k8s.volume.inodes",
-    "k8s.volume.inodes.free",
-    "k8s.volume.inodes.used",
-}
-
 
 def test_volumes_accuracy(
     signoz: types.SigNoz,
@@ -71,7 +61,8 @@ def test_volumes_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["persistentVolumeClaimName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -117,38 +108,81 @@ def test_volumes_accuracy(
             assert compare_values(record[field], exp[field], 1e-6), f"{record['persistentVolumeClaimName']}.{field}: got {record[field]}, expected {exp[field]}"
 
 
-def test_volumes_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: a metric was never ingested. Post-#11754 the querier drops it
+        # (no hard error), so the endpoint returns 200 with whatever flowed; the
+        # never-seen column is the -1 sentinel + a "have never been received"
+        # warning. Here we omit the FORMULA OPERAND k8s.volume.available
+        # (volumeUsage = capacity - available): since A uses TimeAggregationAvg it is
+        # NOT zero-defaultable, so the formula drops the group -> volumeUsage == -1
+        # (it does NOT fall back to capacity). capacity + inodes stay real.
+        pytest.param(
+            {
+                "dataset": "volumes_formula_operand_missing.jsonl",
+                "body": {"filter": {"expression": "k8s.persistentvolumeclaim.name = 'fop-pvc'"}},
+                "warn_substrings": ["never been received", "k8s.volume.available"],
+                "warn_names": [],
+                "data_fields": ["volumeCapacity", "volumeInodes", "volumeInodesFree", "volumeInodesUsed"],
+                "no_data_fields": ["volumeAvailable", "volumeUsage"],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_volumes_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.volume.available; other 4 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error. Here the never-seen metric is the FORMULA OPERAND
+    k8s.volume.available (volumeUsage = capacity - available): since A uses
+    TimeAggregationAvg it is NOT zero-defaultable, so the formula drops the group
+    -> volumeUsage == -1 (it does NOT fall back to capacity); capacity + inodes
+    stay real. (The generic never-seen (metric, key)-pair-via-groupBy warning is
+    entity-agnostic and is exercised once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/volumes_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.volume.available"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

tests/integration/tests/inframonitoring/07_deployments.py

@@ -11,24 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/deployments"
 
-# Required metrics for the v2 deployments endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/deployments_constants.go:24-34).
-REQUIRED_METRICS = {
-    "k8s.pod.phase",
-    "k8s.pod.cpu.usage",
-    "k8s.pod.cpu_request_utilization",
-    "k8s.pod.cpu_limit_utilization",
-    "k8s.pod.memory.working_set",
-    "k8s.pod.memory_request_utilization",
-    "k8s.pod.memory_limit_utilization",
-    "k8s.deployment.desired",
-    "k8s.deployment.available",
-}
-
 
 def test_deployments_accuracy(
     signoz: types.SigNoz,
@@ -75,7 +61,8 @@ def test_deployments_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["deploymentName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -123,38 +110,89 @@ def test_deployments_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_deployments_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: required metrics were never ingested. Post-#11754 the querier
+        # drops them (no hard error), so the endpoint returns 200 with the deployment
+        # that DOES have data; never-seen columns are the -1 sentinel + a
+        # "have never been received" warning. No formulas; pod- and deployment-level
+        # metrics each map to one column.
+        pytest.param(
+            {
+                "dataset": "deployments_missing_metrics.jsonl",  # seeds only k8s.pod.cpu.usage
+                "body": {"filter": {"expression": "k8s.deployment.name = 'miss-dep'"}},
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "k8s.pod.memory.working_set",
+                    "k8s.deployment.desired",
+                    "k8s.deployment.available",
+                ],
+                "data_fields": ["deploymentCPU"],
+                "no_data_fields": [
+                    "deploymentCPURequest",
+                    "deploymentCPULimit",
+                    "deploymentMemory",
+                    "deploymentMemoryRequest",
+                    "deploymentMemoryLimit",
+                    "desiredPods",
+                    "availablePods",
+                ],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_deployments_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.pod.cpu.usage; assert other 8 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/deployments_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(

tests/integration/tests/inframonitoring/08_statefulsets.py

@@ -11,24 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/statefulsets"
 
-# Required metrics for the v2 statefulsets endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/statefulsets_constants.go:24-34).
-REQUIRED_METRICS = {
-    "k8s.pod.phase",
-    "k8s.pod.cpu.usage",
-    "k8s.pod.cpu_request_utilization",
-    "k8s.pod.cpu_limit_utilization",
-    "k8s.pod.memory.working_set",
-    "k8s.pod.memory_request_utilization",
-    "k8s.pod.memory_limit_utilization",
-    "k8s.statefulset.desired_pods",
-    "k8s.statefulset.current_pods",
-}
-
 
 def test_statefulsets_accuracy(
     signoz: types.SigNoz,
@@ -75,7 +61,8 @@ def test_statefulsets_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["statefulSetName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -123,40 +110,6 @@ def test_statefulsets_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_statefulsets_missing_metrics(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token,
-    insert_metrics,
-) -> None:
-    """Seed only k8s.pod.cpu.usage; assert other 8 required metrics flagged missing."""
-    now = datetime.now(tz=UTC).replace(microsecond=0)
-    insert_metrics(
-        Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/statefulsets_missing_metrics.jsonl"),
-            base_time=now - timedelta(minutes=4),
-        )
-    )
-
-    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={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
-        timeout=5,
-    )
-    assert response.status_code == HTTPStatus.OK, response.text
-    data = response.json()["data"]
-
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
-
-
 @pytest.mark.parametrize(
     "expression,expected",
     [

tests/integration/tests/inframonitoring/09_jobs.py

@@ -11,26 +11,10 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values
+from fixtures.querier import compare_values, get_all_warnings
 
 ENDPOINT = "/api/v2/infra_monitoring/jobs"
 
-# Required metrics for the v2 jobs endpoint
-# (pkg/modules/inframonitoring/implinframonitoring/jobs_constants.go:24-36).
-REQUIRED_METRICS = {
-    "k8s.pod.phase",
-    "k8s.pod.cpu.usage",
-    "k8s.pod.cpu_request_utilization",
-    "k8s.pod.cpu_limit_utilization",
-    "k8s.pod.memory.working_set",
-    "k8s.pod.memory_request_utilization",
-    "k8s.pod.memory_limit_utilization",
-    "k8s.job.active_pods",
-    "k8s.job.failed_pods",
-    "k8s.job.successful_pods",
-    "k8s.job.desired_successful_pods",
-}
-
 
 def test_jobs_accuracy(
     signoz: types.SigNoz,
@@ -78,7 +62,8 @@ def test_jobs_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    assert data["requiredMetricsCheck"]["missingMetrics"] == []
+    # Full data present -> no warnings surfaced.
+    assert get_all_warnings(response.json()) == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["jobName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -128,38 +113,91 @@ def test_jobs_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
-def test_jobs_missing_metrics(
+@pytest.mark.parametrize(
+    "case",
+    [
+        # Scenario 1: required metrics were never ingested. Post-#11754 the querier
+        # drops them (no hard error), so the endpoint returns 200 with the job that
+        # DOES have data; never-seen columns are the -1 sentinel + a
+        # "have never been received" warning. No formulas; pod- and job-level
+        # metrics each map to one column.
+        pytest.param(
+            {
+                "dataset": "jobs_missing_metrics.jsonl",  # seeds only k8s.pod.cpu.usage
+                "body": {"filter": {"expression": "k8s.job.name = 'miss-job'"}},
+                "warn_substrings": ["never been received"],
+                "warn_names": [
+                    "k8s.pod.memory.working_set",
+                    "k8s.job.desired_successful_pods",
+                    "k8s.job.successful_pods",
+                ],
+                "data_fields": ["jobCPU"],
+                "no_data_fields": [
+                    "jobCPURequest",
+                    "jobCPULimit",
+                    "jobMemory",
+                    "jobMemoryRequest",
+                    "jobMemoryLimit",
+                    "desiredSuccessfulPods",
+                    "activePods",
+                    "failedPods",
+                    "successfulPods",
+                ],
+            },
+            id="metric_never_seen",
+        ),
+    ],
+)
+def test_jobs_warnings(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument
     get_token,
     insert_metrics,
+    case: dict,
 ) -> None:
-    """Seed only k8s.pod.cpu.usage; assert other 10 required metrics flagged missing."""
+    """A never-ingested metric surfaces a non-blocking warning (200 + data), not a
+    hard error: the endpoint returns the entity that DOES have data and the
+    never-seen columns carry the -1 sentinel. (The generic never-seen
+    (metric, key)-pair-via-groupBy warning is entity-agnostic and is exercised
+    once, for hosts, in 01_hosts.py.)"""
     now = datetime.now(tz=UTC).replace(microsecond=0)
     insert_metrics(
         Metrics.load_from_file(
-            get_testdata_file_path("inframonitoring/jobs_missing_metrics.jsonl"),
+            get_testdata_file_path(f"inframonitoring/{case['dataset']}"),
             base_time=now - timedelta(minutes=4),
         )
     )
 
     token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    body: dict = {
+        "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+        "end": int(now.timestamp() * 1000),
+        "limit": 50,
+    }
+    body.update(case["body"])
+
     response = requests.post(
         signoz.self.host_configs["8080"].get(ENDPOINT),
         headers={"authorization": f"Bearer {token}"},
-        json={
-            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "limit": 50,
-        },
+        json=body,
         timeout=5,
     )
     assert response.status_code == HTTPStatus.OK, response.text
     data = response.json()["data"]
+    warnings = get_all_warnings(response.json())
 
-    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
-    assert data["records"] == []
-    assert data["total"] == 0
+    for substr in case["warn_substrings"]:
+        assert any(substr in w["message"] for w in warnings), f"{substr!r} not surfaced: {warnings!r}"
+    for name in case["warn_names"]:
+        assert any(name in w["message"] for w in warnings), f"{name!r} not surfaced: {warnings!r}"
+
+    assert len(data["records"]) >= 1, f"expected at least one record: {data!r}"
+    if case["data_fields"] or case["no_data_fields"]:
+        record = data["records"][0]
+        for field in case["data_fields"]:
+            assert record[field] != -1, f"expected {field} populated, got {record[field]}"
+        for field in case["no_data_fields"]:
+            assert record[field] == -1, f"expected {field} == -1 sentinel, got {record[field]}"
 
 
 @pytest.mark.parametrize(