fix: has function family revamp

* chore(frontend): bump deps

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

* chore(pnpm-lock): missing update

---------

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

.github/CODEOWNERS

@@ -189,7 +189,9 @@ go.mod @therealpandey
 ## Infrastructure Monitoring
 /frontend/src/pages/InfrastructureMonitoring/ @SigNoz/pulse-frontend
 /frontend/src/container/InfraMonitoringHosts/ @SigNoz/pulse-frontend
+/frontend/src/container/InfraMonitoringHostsV2/ @SigNoz/pulse-frontend
 /frontend/src/container/InfraMonitoringK8s/ @SigNoz/pulse-frontend
+/frontend/src/container/InfraMonitoringK8sV2/ @SigNoz/pulse-frontend
 
 ## Alerts
 /frontend/src/pages/AlertList/ @SigNoz/pulse-frontend

docs/api/openapi.yml

@@ -543,6 +543,31 @@ components:
       required:
       - id
       type: object
+    AuthtypesGettableRole:
+      properties:
+        createdAt:
+          format: date-time
+          type: string
+        description:
+          type: string
+        id:
+          type: string
+        name:
+          type: string
+        orgId:
+          type: string
+        type:
+          type: string
+        updatedAt:
+          format: date-time
+          type: string
+      required:
+      - id
+      - name
+      - description
+      - type
+      - orgId
+      type: object
     AuthtypesGettableToken:
       properties:
         accessToken:
@@ -694,43 +719,6 @@ components:
       - detach
       type: string
     AuthtypesRole:
-      properties:
-        createdAt:
-          format: date-time
-          type: string
-        description:
-          type: string
-        id:
-          type: string
-        name:
-          type: string
-        orgId:
-          type: string
-        type:
-          type: string
-        updatedAt:
-          format: date-time
-          type: string
-      required:
-      - id
-      - name
-      - description
-      - type
-      - orgId
-      type: object
-    AuthtypesRoleMapping:
-      properties:
-        defaultRole:
-          type: string
-        groupMappings:
-          additionalProperties:
-            type: string
-          nullable: true
-          type: object
-        useRoleAttribute:
-          type: boolean
-      type: object
-    AuthtypesRoleWithTransactionGroups:
       properties:
         createdAt:
           format: date-time
@@ -758,6 +746,18 @@ components:
       - orgId
       - transactionGroups
       type: object
+    AuthtypesRoleMapping:
+      properties:
+        defaultRole:
+          type: string
+        groupMappings:
+          additionalProperties:
+            type: string
+          nullable: true
+          type: object
+        useRoleAttribute:
+          type: boolean
+      type: object
     AuthtypesSamlConfig:
       properties:
         attributeMapping:
@@ -7998,15 +7998,6 @@ components:
       required:
       - items
       type: object
-    SpantypesGettableSpanMappers:
-      properties:
-        items:
-          items:
-            $ref: '#/components/schemas/SpantypesSpanMapper'
-          type: array
-      required:
-      - items
-      type: object
     SpantypesGettableTraceAggregations:
       properties:
         aggregations:
@@ -8159,7 +8150,7 @@ components:
           type: boolean
         fieldContext:
           $ref: '#/components/schemas/SpantypesFieldContext'
-        groupId:
+        group_id:
           type: string
         id:
           type: string
@@ -8172,7 +8163,7 @@ components:
           type: string
       required:
       - id
-      - groupId
+      - group_id
       - name
       - fieldContext
       - config
@@ -12031,7 +12022,7 @@ paths:
                 properties:
                   data:
                     items:
-                      $ref: '#/components/schemas/AuthtypesRole'
+                      $ref: '#/components/schemas/AuthtypesGettableRole'
                     type: array
                   status:
                     type: string
@@ -12215,7 +12206,7 @@ paths:
               schema:
                 properties:
                   data:
-                    $ref: '#/components/schemas/AuthtypesRoleWithTransactionGroups'
+                    $ref: '#/components/schemas/AuthtypesRole'
                   status:
                     type: string
                 required:
@@ -13751,7 +13742,7 @@ paths:
               schema:
                 properties:
                   data:
-                    $ref: '#/components/schemas/SpantypesGettableSpanMappers'
+                    $ref: '#/components/schemas/SpantypesGettableSpanMapperGroups'
                   status:
                     type: string
                 required:

ee/authz/openfgaauthz/provider.go

@@ -119,10 +119,6 @@ func (provider *provider) CheckTransactions(ctx context.Context, subject string,
 	return results, nil
 }
 
-func (provider *provider) ListObjects(ctx context.Context, subject string, relation authtypes.Relation, objectType coretypes.Type) ([]*coretypes.Object, error) {
-	return provider.openfgaServer.ListObjects(ctx, subject, relation, objectType)
-}
-
 func (provider *provider) Write(ctx context.Context, additions []*openfgav1.TupleKey, deletions []*openfgav1.TupleKey) error {
 	return provider.openfgaServer.Write(ctx, additions, deletions)
 }
@@ -131,10 +127,6 @@ func (provider *provider) ReadTuples(ctx context.Context, tupleKey *openfgav1.Re
 	return provider.openfgaServer.ReadTuples(ctx, tupleKey)
 }
 
-func (provider *provider) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*authtypes.Role, error) {
-	return provider.pkgAuthzService.Get(ctx, orgID, id)
-}
-
 func (provider *provider) GetByOrgIDAndName(ctx context.Context, orgID valuer.UUID, name string) (*authtypes.Role, error) {
 	return provider.pkgAuthzService.GetByOrgIDAndName(ctx, orgID, name)
 }
@@ -183,7 +175,7 @@ func (provider *provider) CreateManagedUserRoleTransactions(ctx context.Context,
 	return provider.Write(ctx, tuples, nil)
 }
 
-func (provider *provider) Create(ctx context.Context, orgID valuer.UUID, role *authtypes.RoleWithTransactionGroups) error {
+func (provider *provider) Create(ctx context.Context, orgID valuer.UUID, role *authtypes.Role) error {
 	_, err := provider.licensing.GetActive(ctx, orgID)
 	if err != nil {
 		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
@@ -208,70 +200,31 @@ func (provider *provider) Create(ctx context.Context, orgID valuer.UUID, role *a
 		return err
 	}
 
-	if err := provider.store.Create(ctx, role.Role); err != nil {
-		return err
-	}
-
-	return nil
+	return provider.store.Create(ctx, role)
 }
 
-func (provider *provider) GetOrCreate(ctx context.Context, orgID valuer.UUID, role *authtypes.Role) (*authtypes.Role, error) {
-	_, err := provider.licensing.GetActive(ctx, orgID)
-	if err != nil {
-		return nil, errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
-	}
-
-	existingRole, err := provider.store.GetByOrgIDAndName(ctx, role.OrgID, role.Name)
-	if err != nil {
-		if !errors.Ast(err, errors.TypeNotFound) {
-			return nil, err
-		}
-	}
-
-	if existingRole != nil {
-		return existingRole, nil
-	}
-
-	err = provider.store.Create(ctx, role)
-	if err != nil {
-		return nil, err
-	}
-
-	return role, nil
+func (provider *provider) Get(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*authtypes.Role, error) {
+	return provider.store.Get(ctx, orgID, id)
 }
 
-func (provider *provider) GetWithTransactionGroups(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*authtypes.RoleWithTransactionGroups, error) {
-	_, err := provider.licensing.GetActive(ctx, orgID)
-	if err != nil {
-		return nil, errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
-	}
-
-	role, err := provider.store.Get(ctx, orgID, id)
-	if err != nil {
-		return nil, err
-	}
-
-	tuples, err := provider.readAllTuplesForRole(ctx, role.Name, orgID)
-	if err != nil {
-		return nil, err
-	}
-
-	transactionGroups := authtypes.MustNewTransactionGroupsFromTuples(tuples)
-	return authtypes.MakeRoleWithTransactionGroups(role, transactionGroups), nil
-}
-
-func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updatedRole *authtypes.RoleWithTransactionGroups) error {
+func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updatedRole *authtypes.Role) error {
 	_, err := provider.licensing.GetActive(ctx, orgID)
 	if err != nil {
 		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
 	}
 
-	existingRole, err := provider.GetWithTransactionGroups(ctx, orgID, updatedRole.ID)
+	existingRole, err := provider.Get(ctx, orgID, updatedRole.ID)
 	if err != nil {
 		return err
 	}
 
-	additions, deletions := existingRole.TransactionGroups.Diff(updatedRole.TransactionGroups)
+	existingTuples, err := provider.readAllTuplesForRole(ctx, existingRole.Name, orgID)
+	if err != nil {
+		return err
+	}
+
+	existingGroups := authtypes.MustNewTransactionGroupsFromTuples(existingTuples)
+	additions, deletions := existingGroups.Diff(updatedRole.TransactionGroups)
 	additionTuples, err := authtypes.NewTuplesFromTransactionGroups(existingRole.Name, orgID, additions)
 	if err != nil {
 		return err
@@ -287,7 +240,7 @@ func (provider *provider) Update(ctx context.Context, orgID valuer.UUID, updated
 		return err
 	}
 
-	return provider.store.Update(ctx, orgID, updatedRole.Role)
+	return provider.store.Update(ctx, orgID, updatedRole)
 }
 
 func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error {
@@ -296,7 +249,7 @@ func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valu
 		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "a valid license is not available").WithAdditional("this feature requires a valid license").WithAdditional(err.Error())
 	}
 
-	role, err := provider.GetWithTransactionGroups(ctx, orgID, id)
+	role, err := provider.Get(ctx, orgID, id)
 	if err != nil {
 		return err
 	}
@@ -312,7 +265,7 @@ func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valu
 		}
 	}
 
-	tuples, err := authtypes.NewTuplesFromTransactionGroups(role.Name, orgID, role.TransactionGroups)
+	tuples, err := provider.readAllTuplesForRole(ctx, role.Name, orgID)
 	if err != nil {
 		return err
 	}
@@ -324,6 +277,24 @@ func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valu
 	return provider.store.Delete(ctx, orgID, id)
 }
 
+func (provider *provider) readAllTuplesForRole(ctx context.Context, roleName string, orgID valuer.UUID) ([]*openfgav1.TupleKey, error) {
+	subject := authtypes.MustNewSubject(coretypes.NewResourceRole(), roleName, orgID, &coretypes.VerbAssignee)
+
+	tuples := make([]*openfgav1.TupleKey, 0)
+	for _, objectType := range provider.registry.Types() {
+		typeTuples, err := provider.openfgaServer.ReadTuples(ctx, &openfgav1.ReadRequestTupleKey{
+			User:   subject,
+			Object: objectType.StringValue() + ":",
+		})
+		if err != nil {
+			return nil, err
+		}
+		tuples = append(tuples, typeTuples...)
+	}
+
+	return tuples, nil
+}
+
 func (provider *provider) getManagedRoleGrantTuples(orgID valuer.UUID, userID valuer.UUID) []*openfgav1.TupleKey {
 	tuples := []*openfgav1.TupleKey{}
 
@@ -375,21 +346,3 @@ func (provider *provider) getManagedRoleTransactionTuples(orgID valuer.UUID) []*
 
 	return tuples
 }
-
-func (provider *provider) readAllTuplesForRole(ctx context.Context, roleName string, orgID valuer.UUID) ([]*openfgav1.TupleKey, error) {
-	subject := authtypes.MustNewSubject(coretypes.NewResourceRole(), roleName, orgID, &coretypes.VerbAssignee)
-
-	tuples := make([]*openfgav1.TupleKey, 0)
-	for _, objectType := range provider.registry.Types() {
-		typeTuples, err := provider.ReadTuples(ctx, &openfgav1.ReadRequestTupleKey{
-			User:   subject,
-			Object: objectType.StringValue() + ":",
-		})
-		if err != nil {
-			return nil, err
-		}
-		tuples = append(tuples, typeTuples...)
-	}
-
-	return tuples, nil
-}

ee/authz/openfgaserver/server.go

@@ -105,10 +105,6 @@ func (server *Server) BatchCheck(ctx context.Context, tupleReq map[string]*openf
 	return server.pkgAuthzService.BatchCheck(ctx, tupleReq)
 }
 
-func (server *Server) ListObjects(ctx context.Context, subject string, relation authtypes.Relation, objectType coretypes.Type) ([]*coretypes.Object, error) {
-	return server.pkgAuthzService.ListObjects(ctx, subject, relation, objectType)
-}
-
 func (server *Server) Write(ctx context.Context, additions []*openfgav1.TupleKey, deletions []*openfgav1.TupleKey) error {
 	return server.pkgAuthzService.Write(ctx, additions, deletions)
 }

frontend/__mocks__/resizableMock.tsx

@@ -1,29 +0,0 @@
-import { PropsWithChildren } from 'react';
-
-type CommonProps = PropsWithChildren<{
-	className?: string;
-	minSize?: number;
-	maxSize?: number;
-	defaultSize?: number;
-	direction?: 'horizontal' | 'vertical';
-	autoSaveId?: string;
-	withHandle?: boolean;
-}>;
-
-export function ResizablePanelGroup({
-	children,
-	className,
-}: CommonProps): JSX.Element {
-	return <div className={className}>{children}</div>;
-}
-
-export function ResizablePanel({
-	children,
-	className,
-}: CommonProps): JSX.Element {
-	return <div className={className}>{children}</div>;
-}
-
-export function ResizableHandle({ className }: CommonProps): JSX.Element {
-	return <div className={className} />;
-}

frontend/jest.config.ts

@@ -21,7 +21,6 @@ const config: Config.InitialOptions = {
 		'\\.md$': '<rootDir>/__mocks__/cssMock.ts',
 		'^uplot$': '<rootDir>/__mocks__/uplotMock.ts',
 		'^motion/react$': '<rootDir>/__mocks__/motionMock.tsx',
-		'^@signozhq/resizable$': '<rootDir>/__mocks__/resizableMock.tsx',
 		'^hooks/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,
 		'^src/hooks/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,
 		'^.*/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,

frontend/package.json

@@ -49,7 +49,6 @@
     "@sentry/vite-plugin": "5.3.0",
     "@signozhq/design-tokens": "2.1.4",
     "@signozhq/icons": "0.4.0",
-    "@signozhq/resizable": "0.0.2",
     "@signozhq/ui": "0.0.23",
     "@tanstack/react-table": "8.21.3",
     "@tanstack/react-virtual": "3.13.22",
@@ -128,7 +127,7 @@
     "timestamp-nano": "^1.0.0",
     "typescript": "5.9.3",
     "uplot": "1.6.31",
-    "uuid": "^8.3.2",
+    "uuid": "14.0.1",
     "vite": "npm:rolldown-vite@7.3.1",
     "vite-plugin-html": "3.2.2",
     "zod": "4.3.6",
@@ -222,34 +221,5 @@
     "*.(scss|css)": [
       "stylelint"
     ]
-  },
-  "resolutions": {
-    "@types/react": "18.0.26",
-    "@types/react-dom": "18.0.10",
-    "debug": "4.3.4",
-    "semver": "7.5.4",
-    "xml2js": "0.5.0",
-    "phin": "^3.7.1",
-    "body-parser": "1.20.3",
-    "http-proxy-middleware": "4.1.1",
-    "cross-spawn": "7.0.5",
-    "cookie": "^0.7.1",
-    "serialize-javascript": "6.0.2",
-    "prismjs": "1.30.0",
-    "got": "11.8.5",
-    "form-data": "4.0.6",
-    "brace-expansion": "^2.0.3",
-    "on-headers": "^1.1.0",
-    "js-cookie": "^3.0.7",
-    "tmp": "0.2.7",
-    "vite": "npm:rolldown-vite@7.3.1",
-    "dompurify": "3.4.11",
-    "js-yaml@3": "3.15.0",
-    "js-yaml@4": "4.2.0",
-    "yaml@1": "1.10.3",
-    "react-router@6": "6.30.4",
-    "markdown-it": "14.2.0",
-    "mdast-util-to-hast@13": "13.2.1",
-    "protocol-buffers-schema": "3.6.1"
   }
 }

frontend/pnpm-workspace.yaml

@@ -1,6 +1,53 @@
-trustPolicy: no-downgrade
+blockExoticSubdeps: true
 minimumReleaseAge: 2880 # 2d
-minimumReleaseAgeStrict: true
 minimumReleaseAgeExclude:
  - '@signozhq/*'
-blockExoticSubdeps: true
+minimumReleaseAgeStrict: true
+# Security floors for vulnerable transitive deps. Where possible, targets are
+# capped to avoid crossing breaking versions (major; and minor for 0.x).
+# Some entries may still force a breaking bump when no safe release exists
+# within the consumer’s constraint—see per-entry notes.
+overrides:
+ # via: direct devDep @babel/core ^7.22.11 (+ babel plugin peers)
+ # remove: bump @babel/core in package.json to ^7.29.6
+ '@babel/core@<=7.29.0': '>=7.29.6 <8'
+ # via: jest > babel-plugin-istanbul > @istanbuljs/load-nyc-config@1.1.0 (js-yaml ^3.13.1)
+ # remove: blocked — 1.1.0 is latest and still depends on js-yaml 3.x
+ '@istanbuljs/load-nyc-config>js-yaml': '>=4.2.0 <5'
+ # via: msw@1.3.2 (devDep) > cookie ^0.4.2
+ # remove: upgrade msw to >=2 (ships cookie ^1). Do NOT open the cap: cookie >=1 is
+ # ESM-only and breaks msw under jest's CJS sandbox (kills every test suite)
+ cookie@<0.7.0: '>=0.7.1 <1'
+ # via: direct dep dompurify 3.4.0; @grafana/data@11.6.15 (3.4.0/3.2.4 exact);
+ #      @monaco-editor/react > monaco-editor@0.55.1 (3.2.7 exact)
+ # remove: bump direct dep to 3.4.11; @grafana/data (latest 13.1.0) and
+ #         monaco-editor (latest 0.55.1) still pin vulnerable versions — blocked
+ dompurify@<=3.4.10: '>=3.4.11 <4'
+ # via: rolldown-vite@7.3.1 (esbuild ^0.27.0); orval@8.9.1 (^0.27.4); ts-jest@29.4.9 (~0.27.4)
+ # remove: blocked on rolldown-vite (7.3.1 is latest, still ^0.27.0);
+ #         orval >=8.20.0 and ts-jest >=29.4.11 already fixed on their side
+ esbuild@>=0.27.3 <0.28.1: '>=0.28.1 <0.29.0'
+ # via: react-use@17.5.1 (direct, js-cookie ^2.2.1); @grafana/data > react-use@17.6.0
+ # remove: bump react-use to >=17.6.1 (js-cookie ^3); @grafana/data side blocked
+ js-cookie@<=3.0.5: '>=3.0.7 <4'
+ # via: @orval/core@8.9.1 (devDep, js-yaml 4.1.1 EXACT pin — not deletable);
+ #      json-schema-to-typescript@15 > @apidevtools/json-schema-ref-parser (^4.1.0)
+ # remove: upgrade orval to >=8.20.0 (drops js-yaml dependency entirely)
+ js-yaml@>=4.0.0 <=4.1.1: '>=4.2.0 <5'
+ # via: react-syntax-highlighter@15.5.0 (prismjs ^1.27.0 + refractor@3 ~1.27.0 tilde-pinned)
+ # remove: bump react-syntax-highlighter to >=16.1.1 (prismjs ^1.30.0, refractor@5)
+ prismjs@<1.30.0: '>=1.30.0 <2'
+ # via: direct dep react-router-dom-v5-compat@6.30.3 (react-router 6.30.3 exact)
+ # remove: bump react-router-dom-v5-compat to 6.30.4. Do NOT open the cap:
+ # react-router >=7 requires React 19 and breaks the app-wide CompatRouter
+ react-router@>=6.7.0 <6.30.4: '>=6.30.4 <7'
+ # via: msw@1.3.2 (devDep) > inquirer@8 > external-editor@3.1.0 (tmp ^0.0.33)
+ # remove: upgrade msw to >=2 (drops the inquirer/external-editor chain)
+ tmp@<0.2.6: '>=0.2.6 <0.3.0'
+ # via: jest > babel-plugin-macros > cosmiconfig@7 (yaml ^1.10.0);
+ #      typescript-plugin-css-modules > postcss-load-config@3 (^1.10.2)
+ # remove: blocked — babel-plugin-macros 3.1.0 (latest) still uses cosmiconfig@7
+ yaml@>=1.0.0 <1.10.3: '>=1.10.3 <2'
+trustPolicy: no-downgrade
+trustPolicyExclude:
+ - 'semver@6.3.1 || 5.7.2'

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

@@ -2082,6 +2082,39 @@ export interface AuthtypesGettableAuthDomainDTO {
 	updatedAt?: string;
 }
 
+export interface AuthtypesGettableRoleDTO {
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	description: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 */
+	orgId: string;
+	/**
+	 * @type string
+	 */
+	type: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+}
+
 export interface AuthtypesGettableTokenDTO {
 	/**
 	 * @type string
@@ -2325,39 +2358,6 @@ export interface AuthtypesPostableUserRoleDTO {
 }
 
 export interface AuthtypesRoleDTO {
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: string;
-	/**
-	 * @type string
-	 */
-	description: string;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name: string;
-	/**
-	 * @type string
-	 */
-	orgId: string;
-	/**
-	 * @type string
-	 */
-	type: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: string;
-}
-
-export interface AuthtypesRoleWithTransactionGroupsDTO {
 	/**
 	 * @type string
 	 * @format date-time
@@ -9194,76 +9194,6 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }
 
-export enum SpantypesSpanMapperOperationDTO {
-	move = 'move',
-	copy = 'copy',
-}
-export interface SpantypesSpanMapperSourceDTO {
-	context: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	key: string;
-	operation: SpantypesSpanMapperOperationDTO;
-	/**
-	 * @type integer
-	 */
-	priority: number;
-}
-
-export interface SpantypesSpanMapperConfigDTO {
-	/**
-	 * @type array,null
-	 */
-	sources: SpantypesSpanMapperSourceDTO[] | null;
-}
-
-export interface SpantypesSpanMapperDTO {
-	config: SpantypesSpanMapperConfigDTO;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: string;
-	/**
-	 * @type string
-	 */
-	createdBy?: string;
-	/**
-	 * @type boolean
-	 */
-	enabled: boolean;
-	fieldContext: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	groupId: string;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: string;
-	/**
-	 * @type string
-	 */
-	updatedBy?: string;
-}
-
-export interface SpantypesGettableSpanMappersDTO {
-	/**
-	 * @type array
-	 */
-	items: SpantypesSpanMapperDTO[];
-}
-
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -9510,6 +9440,30 @@ export interface SpantypesPostableFlamegraphDTO {
 	selectedSpanId?: string;
 }
 
+export enum SpantypesSpanMapperOperationDTO {
+	move = 'move',
+	copy = 'copy',
+}
+export interface SpantypesSpanMapperSourceDTO {
+	context: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	key: string;
+	operation: SpantypesSpanMapperOperationDTO;
+	/**
+	 * @type integer
+	 */
+	priority: number;
+}
+
+export interface SpantypesSpanMapperConfigDTO {
+	/**
+	 * @type array,null
+	 */
+	sources: SpantypesSpanMapperSourceDTO[] | null;
+}
+
 export interface SpantypesPostableSpanMapperDTO {
 	config: SpantypesSpanMapperConfigDTO;
 	/**
@@ -9558,6 +9512,45 @@ export interface SpantypesPostableWaterfallDTO {
 	uncollapsedSpans?: string[] | null;
 }
 
+export interface SpantypesSpanMapperDTO {
+	config: SpantypesSpanMapperConfigDTO;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	createdBy?: string;
+	/**
+	 * @type boolean
+	 */
+	enabled: boolean;
+	fieldContext: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	group_id: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+	/**
+	 * @type string
+	 */
+	updatedBy?: string;
+}
+
 export interface SpantypesUpdatableSpanMapperDTO {
 	config?: SpantypesSpanMapperConfigDTO;
 	/**
@@ -10621,7 +10614,7 @@ export type ListRoles200 = {
 	/**
 	 * @type array
 	 */
-	data: AuthtypesRoleDTO[];
+	data: AuthtypesGettableRoleDTO[];
 	/**
 	 * @type string
 	 */
@@ -10643,7 +10636,7 @@ export type GetRolePathParameters = {
 	id: string;
 };
 export type GetRole200 = {
-	data: AuthtypesRoleWithTransactionGroupsDTO;
+	data: AuthtypesRoleDTO;
 	/**
 	 * @type string
 	 */
@@ -10859,7 +10852,7 @@ export type ListSpanMappersPathParameters = {
 	groupId: string;
 };
 export type ListSpanMappers200 = {
-	data: SpantypesGettableSpanMappersDTO;
+	data: SpantypesGettableSpanMapperGroupsDTO;
 	/**
 	 * @type string
 	 */

frontend/src/auto-import-registry.d.ts

@@ -12,5 +12,4 @@
 
 import '@signozhq/design-tokens';
 import '@signozhq/icons';
-import '@signozhq/resizable';
 import '@signozhq/ui';

frontend/src/components/RolesSelect/RolesSelect.tsx

@@ -3,7 +3,7 @@ import { Select } from 'antd';
 import { Checkbox } from '@signozhq/ui/checkbox';
 import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { useListRoles } from 'api/generated/services/role';
-import type { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import type { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import cx from 'classnames';
 import APIError from 'types/api/error';
 import { popupContainer } from 'utils/selectPopupContainer';
@@ -16,7 +16,7 @@ export interface RoleOption {
 }
 
 export function useRoles(): {
-	roles: AuthtypesRoleDTO[];
+	roles: AuthtypesGettableRoleDTO[];
 	isLoading: boolean;
 	isError: boolean;
 	error: APIError | undefined;
@@ -33,7 +33,7 @@ export function useRoles(): {
 }
 
 export function getRoleOptions(
-	roles: AuthtypesRoleDTO[],
+	roles: AuthtypesGettableRoleDTO[],
 	valueField: 'id' | 'name',
 ): RoleOption[] {
 	return roles.map((role) => ({
@@ -79,7 +79,7 @@ interface BaseProps {
 	placeholder?: string;
 	className?: string;
 	getPopupContainer?: (trigger: HTMLElement) => HTMLElement;
-	roles?: AuthtypesRoleDTO[];
+	roles?: AuthtypesGettableRoleDTO[];
 	loading?: boolean;
 	isError?: boolean;
 	error?: APIError;

frontend/src/components/ServiceAccountDrawer/OverviewTab.tsx

@@ -4,7 +4,7 @@ import { Badge } from '@signozhq/ui/badge';
 import { Button } from '@signozhq/ui/button';
 import { Input } from '@signozhq/ui/input';
 import { useCopyToClipboard } from 'react-use';
-import type { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import type { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import AuthZTooltip from 'lib/authz/components/AuthZTooltip/AuthZTooltip';
 import { withAuthZContent } from 'lib/authz/components/withAuthZ/withAuthZContent';
 import RolesSelect from 'components/RolesSelect';
@@ -28,7 +28,7 @@ interface OverviewTabProps {
 	localRoles: string[];
 	onRolesChange: (v: string[]) => void;
 	isDisabled: boolean;
-	availableRoles: AuthtypesRoleDTO[];
+	availableRoles: AuthtypesGettableRoleDTO[];
 	rolesLoading?: boolean;
 	rolesError?: boolean;
 	rolesErrorObj?: APIError | undefined;

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/EntityMetrics.module.scss

@@ -14,11 +14,28 @@
 	box-sizing: border-box;
 }
 
+.entityMetricsTitleContainer {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
 .entityMetricsTitle {
 	font-size: var(--periscope-font-size-base);
 	color: var(--l2-foreground);
 }
 
+.metricsExplorerLink {
+	display: flex;
+	align-items: center;
+	color: var(--l2-foreground);
+	transition: opacity 0.2s;
+
+	&:hover {
+		color: var(--l3-foreground);
+	}
+}
+
 .metricsHeader {
 	display: flex;
 	justify-content: flex-end;

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/EntityMetrics.tsx

@@ -1,6 +1,8 @@
 import { useCallback, useMemo, useRef } from 'react';
 import { UseQueryResult } from 'react-query';
-import { Skeleton } from 'antd';
+import { Link } from 'react-router-dom';
+import { Compass } from '@signozhq/icons';
+import { Skeleton, Tooltip } from 'antd';
 import cx from 'classnames';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import TimeSeries from 'container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries';
@@ -19,6 +21,7 @@ import { GetQueryResultsProps } from 'lib/dashboard/getQueryResults';
 import { useTimezone } from 'providers/Timezone';
 import { SuccessResponse } from 'types/api';
 import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import { getMetricsExplorerUrl } from 'utils/explorerUtils';
 
 import { buildEntityMetricsChartConfig } from './configBuilder';
 
@@ -204,9 +207,31 @@ function EntityMetrics<T>({
 						key={entityWidgetInfo[idx].title}
 						className={styles.entityMetricsCol}
 					>
-						<span className={styles.entityMetricsTitle}>
-							{entityWidgetInfo[idx].title}
-						</span>
+						<div className={styles.entityMetricsTitleContainer}>
+							<span className={styles.entityMetricsTitle}>
+								{entityWidgetInfo[idx].title}
+							</span>
+							{queryPayloads[idx] &&
+								queryPayloads[idx].graphType !== PANEL_TYPES.TABLE && (
+									<Tooltip title="Open in Metrics Explorer">
+										<Link
+											to={getMetricsExplorerUrl({
+												query: queryPayloads[idx].query,
+												...(selectedInterval && selectedInterval !== 'custom'
+													? { relativeTime: selectedInterval }
+													: {
+															startTimeMs: timeRange.startTime * 1000,
+															endTimeMs: timeRange.endTime * 1000,
+														}),
+											})}
+											className={styles.metricsExplorerLink}
+											data-testid={`open-metrics-explorer-${idx}`}
+										>
+											<Compass size={14} />
+										</Link>
+									</Tooltip>
+								)}
+						</div>
 						<div className={styles.entityMetricsCard} ref={graphRef}>
 							{renderCardContent(query, idx)}
 						</div>

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/__tests__/EntityMetrics.test.tsx

@@ -1,4 +1,5 @@
 import { render, screen } from '@testing-library/react';
+import { MemoryRouter } from 'react-router-dom';
 import { InfraMonitoringEntity } from 'container/InfraMonitoringK8sV2/constants';
 import { Time } from 'container/TopNav/DateTimeSelectionV2/types';
 import * as appContextHooks from 'providers/App/App';
@@ -295,17 +296,19 @@ const renderEntityMetrics = (overrides = {}): any => {
 	};
 
 	return render(
-		<EntityMetrics
-			timeRange={defaultProps.timeRange}
-			isModalTimeSelection={defaultProps.isModalTimeSelection}
-			handleTimeChange={defaultProps.handleTimeChange}
-			selectedInterval={defaultProps.selectedInterval}
-			entity={defaultProps.entity}
-			entityWidgetInfo={defaultProps.entityWidgetInfo}
-			getEntityQueryPayload={defaultProps.getEntityQueryPayload}
-			queryKey={defaultProps.queryKey}
-			category={defaultProps.category}
-		/>,
+		<MemoryRouter>
+			<EntityMetrics
+				timeRange={defaultProps.timeRange}
+				isModalTimeSelection={defaultProps.isModalTimeSelection}
+				handleTimeChange={defaultProps.handleTimeChange}
+				selectedInterval={defaultProps.selectedInterval}
+				entity={defaultProps.entity}
+				entityWidgetInfo={defaultProps.entityWidgetInfo}
+				getEntityQueryPayload={defaultProps.getEntityQueryPayload}
+				queryKey={defaultProps.queryKey}
+				category={defaultProps.category}
+			/>
+		</MemoryRouter>,
 	);
 };
 
@@ -334,8 +337,8 @@ const mockTableData: (import('../utils').MetricsTableData[] | null)[] = [
 ];
 
 const mockQueryPayloads = [
-	{ graphType: 'graph' }, // time_series
-	{ graphType: 'table' }, // table
+	{ graphType: 'graph', query: { queryType: 'builder' } }, // time_series
+	{ graphType: 'table', query: { queryType: 'builder' } }, // table
 ];
 
 describe('EntityMetrics', () => {
@@ -442,6 +445,34 @@ describe('EntityMetrics', () => {
 		);
 	});
 
+	it('renders metrics explorer link only for non-table panels', () => {
+		renderEntityMetrics();
+		expect(screen.getByTestId('open-metrics-explorer-0')).toBeInTheDocument();
+		expect(
+			screen.queryByTestId('open-metrics-explorer-1'),
+		).not.toBeInTheDocument();
+	});
+
+	it('builds metrics explorer link with relativeTime when a relative interval is selected', () => {
+		renderEntityMetrics({ selectedInterval: '5m' as Time });
+		const href = screen
+			.getByTestId('open-metrics-explorer-0')
+			.getAttribute('href');
+		expect(href).toContain('relativeTime=5m');
+		expect(href).not.toContain('startTime=');
+		expect(href).not.toContain('endTime=');
+	});
+
+	it('builds metrics explorer link with absolute time range in milliseconds for custom interval', () => {
+		renderEntityMetrics({ selectedInterval: 'custom' as Time });
+		const href = screen
+			.getByTestId('open-metrics-explorer-0')
+			.getAttribute('href');
+		expect(href).toContain(`startTime=${mockTimeRange.startTime * 1000}`);
+		expect(href).toContain(`endTime=${mockTimeRange.endTime * 1000}`);
+		expect(href).not.toContain('relativeTime=');
+	});
+
 	it('passes correct parameters to useEntityMetrics hook', () => {
 		renderEntityMetrics();
 		expect(mockUseEntityMetrics).toHaveBeenCalledWith(

frontend/src/container/RolesSettings/RolesComponents/RolesListingTable.tsx

@@ -3,7 +3,7 @@ import { useHistory } from 'react-router-dom';
 import cx from 'classnames';
 import { Pagination, Skeleton } from 'antd';
 import { useListRoles } from 'api/generated/services/role';
-import { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import ErrorInPlace from 'components/ErrorInPlace/ErrorInPlace';
 import ROUTES from 'constants/routes';
 import { useRolesFeatureGate } from 'hooks/useRolesFeatureGate';
@@ -21,7 +21,7 @@ const PAGE_SIZE = 20;
 
 type DisplayItem =
 	| { type: 'section'; label: string; count?: number }
-	| { type: 'role'; role: AuthtypesRoleDTO };
+	| { type: 'role'; role: AuthtypesGettableRoleDTO };
 
 interface RolesListContentProps {
 	searchQuery: string;
@@ -176,7 +176,7 @@ function RolesListContent({ searchQuery }: RolesListContentProps): JSX.Element {
 		);
 	}
 
-	const renderRow = (role: AuthtypesRoleDTO): JSX.Element => (
+	const renderRow = (role: AuthtypesGettableRoleDTO): JSX.Element => (
 		<div
 			key={role.id}
 			className={cx(styles.tableRow, {

frontend/src/container/RolesSettings/hooks/useRolePermissions.ts

@@ -2,7 +2,7 @@ import { useMutation, useQueryClient } from 'react-query';
 import { ErrorType } from 'api/generatedAPIInstance';
 import type {
 	AuthtypesPostableRoleDTO,
-	AuthtypesRoleWithTransactionGroupsDTO,
+	AuthtypesRoleDTO,
 	AuthtypesTransactionGroupDTO,
 	AuthtypesUpdatableRoleDTO,
 } from 'api/generated/services/sigNoz.schemas';
@@ -133,7 +133,7 @@ export function transformTransactionGroupsToResourcePermissions(
 }
 
 export function transformApiToRolePermissions(
-	role: AuthtypesRoleWithTransactionGroupsDTO,
+	role: AuthtypesRoleDTO,
 ): RolePermissionsData {
 	return {
 		roleId: role.id,

frontend/src/hooks/member/useMemberRoleManager.ts

@@ -1,6 +1,6 @@
 import { useCallback, useMemo } from 'react';
 import { useQueryClient } from 'react-query';
-import type { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import type { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import {
 	getGetRolesByUserIDQueryKey,
 	useGetRolesByUserID,
@@ -21,11 +21,11 @@ export interface MemberRoleUpdateFailure {
 }
 
 interface UseMemberRoleManagerResult {
-	currentRoles: AuthtypesRoleDTO[];
+	currentRoles: AuthtypesGettableRoleDTO[];
 	isLoading: boolean;
 	applyDiff: (
 		localRoleIds: string[],
-		availableRoles: AuthtypesRoleDTO[],
+		availableRoles: AuthtypesGettableRoleDTO[],
 	) => Promise<MemberRoleUpdateFailure[]>;
 }
 
@@ -40,7 +40,7 @@ export function useMemberRoleManager(
 		{ query: { enabled: !!userId && enabled } },
 	);
 
-	const currentRoles = useMemo<AuthtypesRoleDTO[]>(
+	const currentRoles = useMemo<AuthtypesGettableRoleDTO[]>(
 		() => data?.data ?? [],
 		[data?.data],
 	);
@@ -61,7 +61,7 @@ export function useMemberRoleManager(
 	const applyDiff = useCallback(
 		async (
 			localRoleIds: string[],
-			availableRoles: AuthtypesRoleDTO[],
+			availableRoles: AuthtypesGettableRoleDTO[],
 		): Promise<MemberRoleUpdateFailure[]> => {
 			const currentRoleIds = new Set(
 				currentRoles.map((r) => r.id).filter(Boolean),

frontend/src/hooks/serviceAccount/useServiceAccountRoleManager.ts

@@ -6,7 +6,7 @@ import {
 	useDeleteServiceAccountRoleDeprecated,
 	useGetServiceAccountRoles,
 } from 'api/generated/services/serviceaccount';
-import type { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import type { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import { retryOn429 } from 'utils/errorUtils';
 
 const enum PromiseStatus {
@@ -21,11 +21,11 @@ export interface RoleUpdateFailure {
 }
 
 interface UseServiceAccountRoleManagerResult {
-	currentRoles: AuthtypesRoleDTO[];
+	currentRoles: AuthtypesGettableRoleDTO[];
 	isLoading: boolean;
 	applyDiff: (
 		localRoleIds: string[],
-		availableRoles: AuthtypesRoleDTO[],
+		availableRoles: AuthtypesGettableRoleDTO[],
 	) => Promise<RoleUpdateFailure[]>;
 }
 
@@ -40,7 +40,7 @@ export function useServiceAccountRoleManager(
 		{ query: { enabled: options?.enabled ?? true } },
 	);
 
-	const currentRoles = useMemo<AuthtypesRoleDTO[]>(
+	const currentRoles = useMemo<AuthtypesGettableRoleDTO[]>(
 		() => data?.data ?? [],
 		[data?.data],
 	);
@@ -64,7 +64,7 @@ export function useServiceAccountRoleManager(
 	const applyDiff = useCallback(
 		async (
 			localRoleIds: string[],
-			availableRoles: AuthtypesRoleDTO[],
+			availableRoles: AuthtypesGettableRoleDTO[],
 		): Promise<RoleUpdateFailure[]> => {
 			const currentRoleIds = new Set(
 				currentRoles.map((r) => r.id).filter(Boolean),

frontend/src/mocks-server/__mockdata__/roles.ts

@@ -1,8 +1,11 @@
-import { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import {
+	AuthtypesGettableRoleDTO,
+	AuthtypesRoleDTO,
+} from 'api/generated/services/sigNoz.schemas';
 
 const orgId = '019ba2bb-2fa1-7b24-8159-cfca08617ef9';
 
-export const managedRoles: AuthtypesRoleDTO[] = [
+export const managedRoles: AuthtypesGettableRoleDTO[] = [
 	{
 		id: '019c24aa-2248-756f-9833-984f1ab63819',
 		createdAt: '2026-02-03T18:00:55.624356Z',
@@ -35,7 +38,7 @@ export const managedRoles: AuthtypesRoleDTO[] = [
 	},
 ];
 
-export const customRoles: AuthtypesRoleDTO[] = [
+export const customRoles: AuthtypesGettableRoleDTO[] = [
 	{
 		id: '019c24aa-3333-0001-aaaa-111111111111',
 		createdAt: '2026-02-10T10:30:00.000Z',
@@ -56,12 +59,24 @@ export const customRoles: AuthtypesRoleDTO[] = [
 	},
 ];
 
-export const allRoles: AuthtypesRoleDTO[] = [...managedRoles, ...customRoles];
+export const allRoles: AuthtypesGettableRoleDTO[] = [
+	...managedRoles,
+	...customRoles,
+];
 
 export const listRolesSuccessResponse = {
 	status: 'success',
 	data: allRoles,
 };
 
-export const customRoleResponse = { status: 'success', data: customRoles[0] };
-export const managedRoleResponse = { status: 'success', data: managedRoles[0] };
+const customRole: AuthtypesRoleDTO = {
+	...customRoles[0],
+	transactionGroups: [],
+};
+const managedRole: AuthtypesRoleDTO = {
+	...managedRoles[0],
+	transactionGroups: [],
+};
+
+export const customRoleResponse = { status: 'success', data: customRole };
+export const managedRoleResponse = { status: 'success', data: managedRole };

frontend/src/utils/explorerUtils.ts

@@ -1,6 +1,8 @@
 import { QueryParams } from 'constants/query';
 import { PANEL_TYPES } from 'constants/queryBuilder';
+import ROUTES from 'constants/routes';
 import { ExplorerViews } from 'pages/LogsExplorer/utils';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 // Mapping between panel types and explorer views
 export const panelTypeToExplorerView: Record<PANEL_TYPES, ExplorerViews> = {
@@ -50,3 +52,36 @@ export const getExplorerViewFromUrl = (
 export const getExplorerViewForPanelType = (
 	panelType: PANEL_TYPES,
 ): ExplorerViews => panelTypeToExplorerView[panelType];
+
+export interface MetricsExplorerUrlParams {
+	query: Query;
+	relativeTime?: string;
+	startTimeMs?: number;
+	endTimeMs?: number;
+}
+
+export const getMetricsExplorerUrl = ({
+	query,
+	relativeTime,
+	startTimeMs,
+	endTimeMs,
+}: MetricsExplorerUrlParams): string => {
+	const params = new URLSearchParams();
+	params.set(
+		QueryParams.compositeQuery,
+		encodeURIComponent(JSON.stringify(query)),
+	);
+
+	if (relativeTime) {
+		params.set(QueryParams.relativeTime, relativeTime);
+	} else {
+		if (startTimeMs !== undefined) {
+			params.set(QueryParams.startTime, String(startTimeMs));
+		}
+		if (endTimeMs !== undefined) {
+			params.set(QueryParams.endTime, String(endTimeMs));
+		}
+	}
+
+	return `${ROUTES.METRICS_EXPLORER_EXPLORER}?${params.toString()}`;
+};

pkg/apiserver/signozapiserver/role.go

@@ -47,7 +47,7 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 			Description:         "This endpoint lists all roles",
 			Request:             nil,
 			RequestContentType:  "",
-			Response:            make([]*authtypes.Role, 0),
+			Response:            make([]*authtypes.GettableRole, 0),
 			ResponseContentType: "application/json",
 			SuccessStatusCode:   http.StatusOK,
 			ErrorStatusCodes:    []int{},
@@ -73,7 +73,7 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 			Description:         "This endpoint gets a role",
 			Request:             nil,
 			RequestContentType:  "",
-			Response:            new(authtypes.RoleWithTransactionGroups),
+			Response:            new(authtypes.Role),
 			ResponseContentType: "application/json",
 			SuccessStatusCode:   http.StatusOK,
 			ErrorStatusCodes:    []int{},

pkg/apiserver/signozapiserver/spanmapper.go

@@ -98,7 +98,7 @@ func (provider *provider) addSpanMapperRoutes(router *mux.Router) error {
 			Description:         "Returns all mappers belonging to a mapping group.",
 			Request:             nil,
 			RequestContentType:  "",
-			Response:            new(spantypes.GettableSpanMappers),
+			Response:            new(spantypes.GettableSpanMapperGroups),
 			ResponseContentType: "application/json",
 			SuccessStatusCode:   http.StatusOK,
 			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},

pkg/authz/authz.go

@@ -30,17 +30,14 @@ type AuthZ interface {
 	// Write accepts the insertion tuples and the deletion tuples.
 	Write(context.Context, []*openfgav1.TupleKey, []*openfgav1.TupleKey) error
 
-	// Lists the selectors for objects assigned to subject (s) with relation (r) on resource (s)
-	ListObjects(context.Context, string, authtypes.Relation, coretypes.Type) ([]*coretypes.Object, error)
+	// ReadTuples reads tuples from the authorization server matching the given tuple key filter.
+	ReadTuples(context.Context, *openfgav1.ReadRequestTupleKey) ([]*openfgav1.TupleKey, error)
 
 	// Creates the role with its transaction groups.
-	Create(context.Context, valuer.UUID, *authtypes.RoleWithTransactionGroups) error
-
-	// Gets the role if it exists or creates one.
-	GetOrCreate(context.Context, valuer.UUID, *authtypes.Role) (*authtypes.Role, error)
+	Create(context.Context, valuer.UUID, *authtypes.Role) error
 
 	// Updates the role's metadata and reconciles its transaction groups.
-	Update(context.Context, valuer.UUID, *authtypes.RoleWithTransactionGroups) error
+	Update(context.Context, valuer.UUID, *authtypes.Role) error
 
 	// Deletes the role and tuples in authorization server.
 	Delete(context.Context, valuer.UUID, valuer.UUID) error
@@ -48,9 +45,6 @@ type AuthZ interface {
 	// Gets the role
 	Get(context.Context, valuer.UUID, valuer.UUID) (*authtypes.Role, error)
 
-	// Gets the role with transaction groups
-	GetWithTransactionGroups(context.Context, valuer.UUID, valuer.UUID) (*authtypes.RoleWithTransactionGroups, error)
-
 	// Gets the role by org_id and name
 	GetByOrgIDAndName(context.Context, valuer.UUID, string) (*authtypes.Role, error)
 
@@ -80,9 +74,6 @@ type AuthZ interface {
 
 	// Bootstrap managed roles transactions and user assignments
 	CreateManagedUserRoleTransactions(context.Context, valuer.UUID, valuer.UUID) error
-
-	// ReadTuples reads tuples from the authorization server matching the given tuple key filter.
-	ReadTuples(context.Context, *openfgav1.ReadRequestTupleKey) ([]*openfgav1.TupleKey, error)
 }
 
 // OnBeforeRoleDelete is a callback invoked before a role is deleted.

pkg/authz/openfgaauthz/provider.go

@@ -83,10 +83,6 @@ func (provider *provider) Get(ctx context.Context, orgID valuer.UUID, id valuer.
 	return provider.store.Get(ctx, orgID, id)
 }
 
-func (provider *provider) GetWithTransactionGroups(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*authtypes.RoleWithTransactionGroups, error) {
-	return nil, errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
-}
-
 func (provider *provider) GetByOrgIDAndName(ctx context.Context, orgID valuer.UUID, name string) (*authtypes.Role, error) {
 	return provider.store.GetByOrgIDAndName(ctx, orgID, name)
 }
@@ -181,15 +177,11 @@ func (provider *provider) CreateManagedUserRoleTransactions(ctx context.Context,
 	return provider.Grant(ctx, orgID, []string{authtypes.SigNozAdminRoleName}, authtypes.MustNewSubject(coretypes.NewResourceUser(), userID.String(), orgID, nil))
 }
 
-func (setter *provider) Create(_ context.Context, _ valuer.UUID, _ *authtypes.RoleWithTransactionGroups) error {
+func (setter *provider) Create(_ context.Context, _ valuer.UUID, _ *authtypes.Role) error {
 	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }
 
-func (provider *provider) GetOrCreate(_ context.Context, _ valuer.UUID, _ *authtypes.Role) (*authtypes.Role, error) {
-	return nil, errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
-}
-
-func (provider *provider) Update(_ context.Context, _ valuer.UUID, _ *authtypes.RoleWithTransactionGroups) error {
+func (provider *provider) Update(_ context.Context, _ valuer.UUID, _ *authtypes.Role) error {
 	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }
 

pkg/authz/signozauthzapi/handler.go

@@ -36,14 +36,14 @@ func (handler *handler) Create(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	roleWithTransactionGroups := authtypes.NewRoleWithTransactionGroups(req.Name, req.Description, authtypes.RoleTypeCustom, valuer.MustNewUUID(claims.OrgID), req.TransactionGroups)
-	err = handler.authz.Create(ctx, valuer.MustNewUUID(claims.OrgID), roleWithTransactionGroups)
+	role := authtypes.NewRole(req.Name, req.Description, authtypes.RoleTypeCustom, valuer.MustNewUUID(claims.OrgID), req.TransactionGroups)
+	err = handler.authz.Create(ctx, valuer.MustNewUUID(claims.OrgID), role)
 	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	render.Success(rw, http.StatusCreated, types.Identifiable{ID: roleWithTransactionGroups.ID})
+	render.Success(rw, http.StatusCreated, types.Identifiable{ID: role.ID})
 }
 
 func (handler *handler) Get(rw http.ResponseWriter, r *http.Request) {
@@ -65,13 +65,13 @@ func (handler *handler) Get(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	roleWithTransactionGroups, err := handler.authz.GetWithTransactionGroups(ctx, valuer.MustNewUUID(claims.OrgID), roleID)
+	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), roleID)
 	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	render.Success(rw, http.StatusOK, roleWithTransactionGroups)
+	render.Success(rw, http.StatusOK, role)
 }
 
 func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
@@ -88,7 +88,7 @@ func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	render.Success(rw, http.StatusOK, roles)
+	render.Success(rw, http.StatusOK, authtypes.NewGettableRolesFromRoles(roles))
 }
 
 func (handler *handler) Update(rw http.ResponseWriter, r *http.Request) {
@@ -117,14 +117,13 @@ func (handler *handler) Update(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	roleWithTransactionGroups := authtypes.MakeRoleWithTransactionGroups(role, nil)
-	err = roleWithTransactionGroups.Update(req.Description, req.TransactionGroups)
+	err = role.Update(req.Description, req.TransactionGroups)
 	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	err = handler.authz.Update(ctx, valuer.MustNewUUID(claims.OrgID), roleWithTransactionGroups)
+	err = handler.authz.Update(ctx, valuer.MustNewUUID(claims.OrgID), role)
 	if err != nil {
 		render.Error(rw, err)
 		return

pkg/querybuilder/where_clause_visitor.go

@@ -729,7 +729,11 @@ func (v *filterExpressionVisitor) VisitFunctionCall(ctx *grammar.FunctionCallCon
 		return ErrorConditionLiteral
 	}
 
-	value := params[1:]
+	value, err := normalizeFunctionValue(operator, functionName, params[1:])
+	if err != nil {
+		v.errors = append(v.errors, err.Error())
+		return ErrorConditionLiteral
+	}
 
 	conds, ok := v.buildConditions(key, matchingFieldKeys(key, v.fieldKeys), operator, value)
 	if !ok {
@@ -745,6 +749,44 @@ func (v *filterExpressionVisitor) VisitFunctionCall(ctx *grammar.FunctionCallCon
 	return v.builder.Or(conds...)
 }
 
+// normalizeFunctionValue validates and normalizes the value argument(s) of a has-family
+// function call, returning them in the wrapper slice the condition builder unwraps.
+//
+//   - has/hasToken take exactly one scalar value. More than one argument, or an array
+//     argument, is rejected rather than silently dropping the extras.
+//   - hasAny/hasAll take a set of values, supplied either as a single array literal
+//     (hasAny(k, ['a','b'])) or as several scalar arguments (hasAny(k, 'a', 'b')); the
+//     latter are folded into one list so no argument is silently ignored.
+func normalizeFunctionValue(operator qbtypes.FilterOperator, functionName string, valueParams []any) (any, error) {
+	switch operator {
+	case qbtypes.FilterOperatorHas, qbtypes.FilterOperatorHasToken:
+		if len(valueParams) != 1 {
+			return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "function `%s` expects exactly one value argument", functionName)
+		}
+		if _, isArray := valueParams[0].([]any); isArray {
+			return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "function `%s` expects a single scalar value, not an array", functionName)
+		}
+		return valueParams, nil
+	case qbtypes.FilterOperatorHasAny, qbtypes.FilterOperatorHasAll:
+		// A single array literal is already the value set.
+		if len(valueParams) == 1 {
+			if _, isArray := valueParams[0].([]any); isArray {
+				return valueParams, nil
+			}
+		}
+		// Otherwise fold the positional scalar arguments into one list.
+		values := make([]any, 0, len(valueParams))
+		for _, p := range valueParams {
+			if _, isArray := p.([]any); isArray {
+				return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "function `%s` expects either a single array literal or scalar values, not a mix of the two", functionName)
+			}
+			values = append(values, p)
+		}
+		return []any{values}, nil
+	}
+	return valueParams, nil
+}
+
 // VisitFunctionParamList handles the parameter list for function calls.
 func (v *filterExpressionVisitor) VisitFunctionParamList(ctx *grammar.FunctionParamListContext) any {
 	params := ctx.AllFunctionParam()

pkg/signoz/provider.go

@@ -218,6 +218,7 @@ func NewSQLMigrationProviderFactories(
 		sqlmigration.NewMigrateSSORoleMappingNamesFactory(sqlstore),
 		sqlmigration.NewAddMetricReductionRulesFactory(sqlstore, sqlschema),
 		sqlmigration.NewRemoveOrganizationTuplesFactory(sqlstore),
+		sqlmigration.NewAddRoleTransactionGroupsFactory(sqlstore, sqlschema),
 	)
 }
 

pkg/sqlmigration/059_add_managed_roles.go

@@ -3,6 +3,7 @@ package sqlmigration
 import (
 	"context"
 	"database/sql"
+	"time"
 
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/sqlschema"
@@ -18,6 +19,30 @@ type addManagedRoles struct {
 	sqlschema sqlschema.SQLSchema
 }
 
+type role struct {
+	bun.BaseModel `bun:"table:role"`
+
+	ID          valuer.UUID `bun:"id,pk,type:text"`
+	CreatedAt   time.Time   `bun:"created_at"`
+	UpdatedAt   time.Time   `bun:"updated_at"`
+	Name        string      `bun:"name,type:string"`
+	Description string      `bun:"description,type:string"`
+	Type        string      `bun:"type,type:string"`
+	OrgID       valuer.UUID `bun:"org_id,type:string"`
+}
+
+func newManagedRole(name, description string, orgID valuer.UUID) *role {
+	return &role{
+		ID:          valuer.GenerateUUID(),
+		CreatedAt:   time.Now(),
+		UpdatedAt:   time.Now(),
+		Name:        name,
+		Description: description,
+		Type:        authtypes.RoleTypeManaged.StringValue(),
+		OrgID:       orgID,
+	}
+}
+
 func NewAddManagedRolesFactory(sqlstore sqlstore.SQLStore, sqlschema sqlschema.SQLSchema) factory.ProviderFactory[SQLMigration, Config] {
 	return factory.NewProviderFactory(factory.MustNewName("add_managed_roles"), func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
 		return newAddManagedRoles(ctx, ps, c, sqlstore, sqlschema)
@@ -54,28 +79,19 @@ func (migration *addManagedRoles) Up(ctx context.Context, db *bun.DB) error {
 		return err
 	}
 
-	managedRoles := []*authtypes.Role{}
+	managedRoles := []*role{}
 	for _, orgIDStr := range orgIDs {
 		orgID, err := valuer.NewUUID(orgIDStr)
 		if err != nil {
 			return err
 		}
 
-		// signoz admin
-		signozAdminRole := authtypes.NewRole(authtypes.SigNozAdminRoleName, authtypes.SigNozAdminRoleDescription, authtypes.RoleTypeManaged, orgID)
-		managedRoles = append(managedRoles, signozAdminRole)
-
-		// signoz editor
-		signozEditorRole := authtypes.NewRole(authtypes.SigNozEditorRoleName, authtypes.SigNozEditorRoleDescription, authtypes.RoleTypeManaged, orgID)
-		managedRoles = append(managedRoles, signozEditorRole)
-
-		// signoz viewer
-		signozViewerRole := authtypes.NewRole(authtypes.SigNozViewerRoleName, authtypes.SigNozViewerRoleDescription, authtypes.RoleTypeManaged, orgID)
-		managedRoles = append(managedRoles, signozViewerRole)
-
-		// signoz anonymous
-		signozAnonymousRole := authtypes.NewRole(authtypes.SigNozAnonymousRoleName, authtypes.SigNozAnonymousRoleDescription, authtypes.RoleTypeManaged, orgID)
-		managedRoles = append(managedRoles, signozAnonymousRole)
+		managedRoles = append(managedRoles,
+			newManagedRole(authtypes.SigNozAdminRoleName, authtypes.SigNozAdminRoleDescription, orgID),
+			newManagedRole(authtypes.SigNozEditorRoleName, authtypes.SigNozEditorRoleDescription, orgID),
+			newManagedRole(authtypes.SigNozViewerRoleName, authtypes.SigNozViewerRoleDescription, orgID),
+			newManagedRole(authtypes.SigNozAnonymousRoleName, authtypes.SigNozAnonymousRoleDescription, orgID),
+		)
 	}
 
 	if len(managedRoles) > 0 {

pkg/sqlmigration/099_add_role_transaction_groups.go

@@ -0,0 +1,191 @@
+package sqlmigration
+
+import (
+	"context"
+	"database/sql"
+	"encoding/json"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/sqlschema"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
+	"github.com/SigNoz/signoz/pkg/types/coretypes"
+	openfgav1 "github.com/openfga/api/proto/openfga/v1"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/dialect"
+	"github.com/uptrace/bun/migrate"
+)
+
+type addRoleTransactionGroups struct {
+	sqlstore  sqlstore.SQLStore
+	sqlschema sqlschema.SQLSchema
+}
+
+type roles struct {
+	bun.BaseModel `bun:"table:role"`
+
+	ID    string `bun:"id,pk"`
+	Name  string `bun:"name"`
+	OrgID string `bun:"org_id"`
+}
+
+func NewAddRoleTransactionGroupsFactory(sqlstore sqlstore.SQLStore, sqlschema sqlschema.SQLSchema) factory.ProviderFactory[SQLMigration, Config] {
+	return factory.NewProviderFactory(
+		factory.MustNewName("add_role_transaction_groups"),
+		func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
+			return &addRoleTransactionGroups{
+				sqlstore:  sqlstore,
+				sqlschema: sqlschema,
+			}, nil
+		},
+	)
+}
+
+func (migration *addRoleTransactionGroups) Register(migrations *migrate.Migrations) error {
+	return migrations.Register(migration.Up, migration.Down)
+}
+
+func (migration *addRoleTransactionGroups) Up(ctx context.Context, db *bun.DB) error {
+	tx, err := db.BeginTx(ctx, nil)
+	if err != nil {
+		return err
+	}
+
+	defer func() {
+		_ = tx.Rollback()
+	}()
+
+	table, uniqueConstraints, err := migration.sqlschema.GetTable(ctx, "role")
+	if err != nil {
+		return err
+	}
+
+	column := &sqlschema.Column{
+		Name:     sqlschema.ColumnName("transaction_groups"),
+		DataType: sqlschema.DataTypeText,
+		Nullable: true,
+	}
+
+	sqls := migration.sqlschema.Operator().AddColumn(table, uniqueConstraints, column, nil)
+	for _, sql := range sqls {
+		if _, err := tx.ExecContext(ctx, string(sql)); err != nil {
+			return err
+		}
+	}
+
+	var storeID string
+	err = tx.QueryRowContext(ctx, `SELECT id FROM store WHERE name = ? LIMIT 1`, "signoz").Scan(&storeID)
+	if err != nil {
+		return err
+	}
+
+	var orgIDs []string
+	err = tx.NewSelect().
+		Table("organizations").
+		Column("id").
+		Scan(ctx, &orgIDs)
+	if err != nil && err != sql.ErrNoRows {
+		return err
+	}
+
+	managedRoleGroups := make(map[string]string, len(coretypes.ManagedRoleToTransactions))
+	for roleName, transactions := range coretypes.ManagedRoleToTransactions {
+		data, err := json.Marshal(authtypes.NewTransactionGroupsFromTransactions(transactions))
+		if err != nil {
+			return err
+		}
+		managedRoleGroups[roleName] = string(data)
+	}
+
+	isPG := migration.sqlstore.BunDB().Dialect().Name() == dialect.PG
+	for _, orgID := range orgIDs {
+		customRoles := make([]*roles, 0)
+		err = tx.NewSelect().
+			Model(&customRoles).
+			Column("id", "name").
+			Where("org_id = ?", orgID).
+			Where("type = ?", authtypes.RoleTypeCustom.StringValue()).
+			Where("transaction_groups IS NULL").
+			Scan(ctx)
+		if err != nil {
+			return err
+		}
+
+		for _, role := range customRoles {
+			tuples, err := migration.readRoleTuples(ctx, tx, isPG, storeID, orgID, role.Name)
+			if err != nil {
+				return err
+			}
+
+			groups := authtypes.MustNewTransactionGroupsFromTuples(tuples)
+			data, err := json.Marshal(groups)
+			if err != nil {
+				return err
+			}
+
+			if _, err := tx.NewUpdate().
+				Model(new(roles)).
+				Set("transaction_groups = ?", string(data)).
+				Where("id = ?", role.ID).
+				Exec(ctx); err != nil {
+				return err
+			}
+		}
+
+		for roleName, data := range managedRoleGroups {
+			if _, err := tx.NewUpdate().
+				Model(new(roles)).
+				Set("transaction_groups = ?", data).
+				Where("org_id = ?", orgID).
+				Where("type = ?", authtypes.RoleTypeManaged.StringValue()).
+				Where("name = ?", roleName).
+				Exec(ctx); err != nil {
+				return err
+			}
+		}
+	}
+
+	return tx.Commit()
+}
+
+func (migration *addRoleTransactionGroups) readRoleTuples(ctx context.Context, tx bun.Tx, isPG bool, storeID, orgID, roleName string) ([]*openfgav1.TupleKey, error) {
+	roleSubject := "organization/" + orgID + "/role/" + roleName
+
+	var tupleRows *sql.Rows
+	var err error
+	if isPG {
+		tupleRows, err = tx.QueryContext(ctx, `
+			SELECT object_type, object_id, relation FROM tuple
+			WHERE store = ? AND _user = ?`,
+			storeID, "role:"+roleSubject+"#assignee",
+		)
+	} else {
+		tupleRows, err = tx.QueryContext(ctx, `
+			SELECT object_type, object_id, relation FROM tuple
+			WHERE store = ? AND user_object_type = ? AND user_object_id = ? AND user_relation = ?`,
+			storeID, "role", roleSubject, "assignee",
+		)
+	}
+	if err != nil {
+		return nil, err
+	}
+	defer tupleRows.Close()
+
+	tuples := make([]*openfgav1.TupleKey, 0)
+	for tupleRows.Next() {
+		var objectType, objectID, relation string
+		if err := tupleRows.Scan(&objectType, &objectID, &relation); err != nil {
+			return nil, err
+		}
+		tuples = append(tuples, &openfgav1.TupleKey{Object: objectType + ":" + objectID, Relation: relation})
+	}
+	if err := tupleRows.Err(); err != nil {
+		return nil, err
+	}
+
+	return tuples, nil
+}
+
+func (migration *addRoleTransactionGroups) Down(context.Context, *bun.DB) error {
+	return nil
+}

pkg/telemetrylogs/condition_builder.go

@@ -40,12 +40,10 @@ func isBodyJSONSearch(key *telemetrytypes.TelemetryFieldKey, columns []*schema.C
 	return false
 }
 
-// conditionForArrayFunction builds `has/hasAny/hasAll(<arrayFieldExpr>, value)` over a
-// body JSON array field. The field expression uses the JSON accessor (flag on) or
-// legacy string extraction (flag off); value[0] is the needle.
+// conditionForArrayFunction builds has/hasAny/hasAll over a body JSON path — via the JSON
+// access plan (flag on) or legacy typed extraction (flag off).
 func (c *conditionBuilder) conditionForArrayFunction(
 	ctx context.Context,
-	startNs, endNs uint64,
 	key *telemetrytypes.TelemetryFieldKey,
 	operator qbtypes.FilterOperator,
 	value any,
@@ -62,24 +60,48 @@ func (c *conditionBuilder) conditionForArrayFunction(
 		needle = args[0]
 	}
 
-	var fieldExpr string
 	if c.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{})) {
-		fe, err := c.fm.FieldFor(ctx, startNs, endNs, key)
-		if err != nil {
-			return "", err
-		}
-		fieldExpr = fe
-	} else {
-		// legacy string-body path; value drives array-type inference (e.g. `[*]` paths)
-		fieldExpr, _ = GetBodyJSONKey(ctx, key, qbtypes.FilterOperatorUnknown, value)
+		// JSON access plan: data-type collision handling, nested array paths.
+		valueType, needle := InferDataType(needle, operator, key)
+		return NewJSONConditionBuilder(key, valueType).buildArrayFunctionCondition(operator, needle, sb)
 	}
 
-	return fmt.Sprintf("%s(%s, %s)", operator.FunctionName(), fieldExpr, sb.Var(needle)), nil
+	// legacy string-body path: type-matched array extraction, OR-ed with a scalar comparison
+	// for a scalar body value (coalesced to false so NOT has() matches missing-key rows).
+	elemType := legacyElemType(needle)
+	arrayExpr := getBodyJSONArrayKey(key, elemType)
+	scalarExpr, scalarGuard, hasScalar := getBodyJSONScalarKey(key, elemType)
+	if list, ok := needle.([]any); ok {
+		vals := make([]any, len(list))
+		for i, v := range list {
+			vals[i] = legacyCoerceNeedle(v, elemType)
+		}
+		arrayCond := fmt.Sprintf("%s(%s, %s)", operator.FunctionName(), arrayExpr, sb.Var(vals))
+		if !hasScalar {
+			return arrayCond, nil
+		}
+		var membership string
+		if operator == qbtypes.FilterOperatorHasAll {
+			eqs := make([]string, len(vals))
+			for i, v := range vals {
+				eqs[i] = sb.E(scalarExpr, v)
+			}
+			membership = sb.And(eqs...)
+		} else {
+			membership = sb.In(scalarExpr, vals...)
+		}
+		return fmt.Sprintf("(%s OR ifNull(%s, false))", arrayCond, sb.And(membership, scalarGuard)), nil
+	}
+	typedNeedle := legacyCoerceNeedle(needle, elemType)
+	arrayCond := fmt.Sprintf("%s(%s, %s)", operator.FunctionName(), arrayExpr, sb.Var(typedNeedle))
+	if !hasScalar {
+		return arrayCond, nil
+	}
+	return fmt.Sprintf("(%s OR ifNull(%s, false))", arrayCond, sb.And(sb.E(scalarExpr, typedNeedle), scalarGuard)), nil
 }
 
-// conditionForHasToken builds `hasToken(LOWER(<bodyColumn>), LOWER(<needle>))`, a
-// full-text token search over the body column. It resolves the column from the key
-// name + use_json_body flag, validates the field/value, and tags errors with the doc URL.
+// conditionForHasToken builds a hasToken full-text search over the body column, resolving the
+// column from the key name + use_json_body flag.
 func (c *conditionBuilder) conditionForHasToken(
 	ctx context.Context,
 	key *telemetrytypes.TelemetryFieldKey,
@@ -92,28 +114,37 @@ func (c *conditionBuilder) conditionForHasToken(
 		needle = args[0]
 	}
 
-	// TODO(Tushar): thread orgID here to evaluate correctly
-	bodyJSONEnabled := c.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{}))
-
-	columnName := LogsV2BodyColumn
-	if bodyJSONEnabled {
-		if key.Name != LogsV2BodyColumn && key.Name != bodyMessageField {
-			return "", errors.NewInvalidInputf(errors.CodeInvalidInput,
-				"function `hasToken` only supports body/body.message field as first parameter").WithUrl(hasTokenFunctionDocURL)
-		}
-		columnName = bodyMessageField
-	} else if key.Name != LogsV2BodyColumn {
-		return "", errors.NewInvalidInputf(errors.CodeInvalidInput,
-			"function `hasToken` only supports body field as first parameter").WithUrl(hasTokenFunctionDocURL)
-	}
-
 	// hasToken matches string tokens only.
 	if _, ok := needle.(string); !ok {
 		return "", errors.NewInvalidInputf(errors.CodeInvalidInput,
 			"function `hasToken` expects value parameter to be a string").WithUrl(hasTokenFunctionDocURL)
 	}
 
-	return fmt.Sprintf("hasToken(LOWER(%s), LOWER(%s))", columnName, sb.Var(needle)), nil
+	// TODO(Tushar): thread orgID here to evaluate correctly
+	bodyJSONEnabled := c.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{}))
+
+	if !bodyJSONEnabled {
+		// legacy: token search over the plain body string column only.
+		if key.Name != LogsV2BodyColumn {
+			return "", errors.NewInvalidInputf(errors.CodeInvalidInput,
+				"function `hasToken` only supports body field as first parameter").WithUrl(hasTokenFunctionDocURL)
+		}
+		return fmt.Sprintf("hasToken(LOWER(%s), LOWER(%s))", LogsV2BodyColumn, sb.Var(needle)), nil
+	}
+
+	// JSON mode: a bare body/body.message key searches the body.message column; any other body
+	// field is a token search over its JSON string field, incl. strings nested in arrays.
+	// `body.message` resolves to a body-context key named `message`, so match that too — else it
+	// falls through and emits dynamicElement over the already-typed String column, which errors.
+	if key.Name == LogsV2BodyColumn || key.Name == bodyMessageField ||
+		(key.FieldContext == telemetrytypes.FieldContextBody && key.Name == messageSubField) {
+		return fmt.Sprintf("hasToken(LOWER(%s), LOWER(%s))", bodyMessageField, sb.Var(needle)), nil
+	}
+	if key.FieldContext == telemetrytypes.FieldContextBody {
+		return NewJSONConditionBuilder(key, telemetrytypes.FieldDataTypeString).buildTokenFunctionCondition(needle, sb)
+	}
+	return "", errors.NewInvalidInputf(errors.CodeInvalidInput,
+		"function `hasToken` only supports the body field or a body JSON string field as first parameter").WithUrl(hasTokenFunctionDocURL)
 }
 
 func (c *conditionBuilder) conditionFor(
@@ -124,8 +155,7 @@ func (c *conditionBuilder) conditionFor(
 	value any,
 	sb *sqlbuilder.SelectBuilder,
 ) (string, error) {
-	// hasToken is a token search over the body column resolved purely from the key
-	// name + flag, independent of column resolution, so handle it before anything else.
+	// hasToken resolves from the key name + flag alone (no column resolution), so handle it first.
 	if operator == qbtypes.FilterOperatorHasToken {
 		return c.conditionForHasToken(ctx, key, value, sb)
 	}
@@ -135,10 +165,9 @@ func (c *conditionBuilder) conditionFor(
 		return "", err
 	}
 
-	// has/hasAny/hasAll build `has(<arrayFieldExpr>, value)` over body JSON arrays
-	// rather than going through the normal operator paths, so handle them up front.
+	// has/hasAny/hasAll take the body-JSON path, not the normal operator paths.
 	if operator.IsArrayFunctionOperator() {
-		return c.conditionForArrayFunction(ctx, startNs, endNs, key, operator, value, columns, sb)
+		return c.conditionForArrayFunction(ctx, key, operator, value, columns, sb)
 	}
 
 	// TODO(Piyush): Update this to support multiple JSON columns based on evolutions
@@ -402,23 +431,6 @@ func (c *conditionBuilder) ConditionFor(
 		}
 	}
 
-	// has/hasAny/hasAll need an array field: in JSON-body mode drop non-array matches so a
-	// scalar errors clearly instead of failing at ClickHouse runtime (legacy mode skips this).
-	if operator.IsArrayFunctionOperator() &&
-		c.fl.BooleanOrEmpty(ctx, flagger.FeatureUseJSONBody, featuretypes.NewFlaggerEvaluationContext(valuer.UUID{})) {
-		arrayKeys := make([]*telemetrytypes.TelemetryFieldKey, 0, len(keys))
-		for _, k := range keys {
-			if k.FieldDataType.IsArray() {
-				arrayKeys = append(arrayKeys, k)
-			}
-		}
-		if len(arrayKeys) == 0 {
-			return nil, warnings, errors.NewInvalidInputf(errors.CodeInvalidInput,
-				"function `%s` expects key parameter to be an array field; no array fields found", operator.FunctionName())
-		}
-		keys = arrayKeys
-	}
-
 	conds := make([]string, 0, len(keys))
 	for _, k := range keys {
 		cond, err := c.conditionForKey(ctx, startNs, endNs, k, operator, value, sb)

pkg/telemetrylogs/filter_expr_logs_body_json_test.go

@@ -44,34 +44,66 @@ func TestFilterExprLogsBodyJSON(t *testing.T) {
 			category:              "json",
 			query:                 "has(body.requestor_list[*], 'index_service')",
 			shouldPass:            true,
-			expectedQuery:         `WHERE has(JSONExtract(JSON_QUERY(body, '$."requestor_list"[*]'), 'Array(String)'), ?)`,
-			expectedArgs:          []any{"index_service"},
+			expectedQuery:         `WHERE (has(JSONExtract(JSON_QUERY(body, '$."requestor_list"[*]'), 'Array(Nullable(String))'), ?) OR ifNull((JSON_VALUE(body, '$."requestor_list"') = ? AND JSONType(body, 'requestor_list') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{"index_service", "index_service"},
 			expectedErrorContains: "",
 		},
 		{
 			category:              "json",
 			query:                 "has(body.int_numbers[*], 2)",
 			shouldPass:            true,
-			expectedQuery:         `WHERE has(JSONExtract(JSON_QUERY(body, '$."int_numbers"[*]'), 'Array(Float64)'), ?)`,
-			expectedArgs:          []any{float64(2)},
+			expectedQuery:         `WHERE (has(JSONExtract(JSON_QUERY(body, '$."int_numbers"[*]'), 'Array(Nullable(Float64))'), ?) OR ifNull((JSONExtract(JSON_VALUE(body, '$."int_numbers"'), 'Nullable(Float64)') = ? AND JSONType(body, 'int_numbers') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{float64(2), float64(2)},
 			expectedErrorContains: "",
 		},
 		{
 			category:              "json",
 			query:                 "has(body.bool[*], true)",
 			shouldPass:            true,
-			expectedQuery:         `WHERE has(JSONExtract(JSON_QUERY(body, '$."bool"[*]'), 'Array(Bool)'), ?)`,
-			expectedArgs:          []any{true},
+			expectedQuery:         `WHERE (has(JSONExtract(JSON_QUERY(body, '$."bool"[*]'), 'Array(Nullable(String))'), ?) OR ifNull((JSON_VALUE(body, '$."bool"') = ? AND JSONType(body, 'bool') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{"true", "true"},
 			expectedErrorContains: "",
 		},
 		{
 			category:              "json",
 			query:                 "NOT has(body.nested_num[*].float_nums[*], 2.2)",
 			shouldPass:            true,
-			expectedQuery:         `WHERE NOT (has(JSONExtract(JSON_QUERY(body, '$."nested_num"[*]."float_nums"[*]'), 'Array(Float64)'), ?))`,
+			expectedQuery:         `WHERE NOT (has(JSONExtract(JSON_QUERY(body, '$."nested_num"[*]."float_nums"[*]'), 'Array(Nullable(Float64))'), ?))`,
 			expectedArgs:          []any{float64(2.2)},
 			expectedErrorContains: "",
 		},
+		{
+			category:              "json",
+			query:                 "has(body.tags, 'production')",
+			shouldPass:            true,
+			expectedQuery:         `WHERE (has(JSONExtract(JSON_QUERY(body, '$."tags"[*]'), 'Array(Nullable(String))'), ?) OR ifNull((JSON_VALUE(body, '$."tags"') = ? AND JSONType(body, 'tags') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{"production", "production"},
+			expectedErrorContains: "",
+		},
+		{
+			category:              "json",
+			query:                 "hasAny(body.tags, ['critical', 'test'])",
+			shouldPass:            true,
+			expectedQuery:         `WHERE (hasAny(JSONExtract(JSON_QUERY(body, '$."tags"[*]'), 'Array(Nullable(String))'), ?) OR ifNull((JSON_VALUE(body, '$."tags"') IN (?, ?) AND JSONType(body, 'tags') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{[]any{"critical", "test"}, "critical", "test"},
+			expectedErrorContains: "",
+		},
+		{
+			category:              "json",
+			query:                 "hasAll(body.tags, ['production', 'web'])",
+			shouldPass:            true,
+			expectedQuery:         `WHERE (hasAll(JSONExtract(JSON_QUERY(body, '$."tags"[*]'), 'Array(Nullable(String))'), ?) OR ifNull(((JSON_VALUE(body, '$."tags"') = ? AND JSON_VALUE(body, '$."tags"') = ?) AND JSONType(body, 'tags') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{[]any{"production", "web"}, "production", "web"},
+			expectedErrorContains: "",
+		},
+		{
+			category:              "json",
+			query:                 "has(body.ids, \"200\")",
+			shouldPass:            true,
+			expectedQuery:         `WHERE (has(JSONExtract(JSON_QUERY(body, '$."ids"[*]'), 'Array(Nullable(Int64))'), ?) OR ifNull((JSONExtract(JSON_VALUE(body, '$."ids"'), 'Nullable(Int64)') = ? AND JSONType(body, 'ids') NOT IN ('Array', 'Object', 'Null')), false))`,
+			expectedArgs:          []any{int64(200), int64(200)},
+			expectedErrorContains: "",
+		},
 		{
 			category:              "json",
 			query:                 "body.message = hello",

pkg/telemetrylogs/filter_expr_logs_test.go

@@ -1561,6 +1561,25 @@ func TestFilterExprLogs(t *testing.T) {
 			expectedArgs:          []any{"download"},
 			expectedErrorContains: "function `hasToken` expects value parameter to be a string",
 		},
+		// extra / mis-shaped value arguments are rejected, not silently dropped.
+		{
+			category:              "hasExtraArgs",
+			query:                 "has(body.tags[*], \"a\", \"b\")",
+			shouldPass:            false,
+			expectedErrorContains: "function `has` expects exactly one value argument",
+		},
+		{
+			category:              "hasArrayArg",
+			query:                 "has(body.tags[*], [\"a\", \"b\"])",
+			shouldPass:            false,
+			expectedErrorContains: "function `has` expects a single scalar value, not an array",
+		},
+		{
+			category:              "hasTokenExtraArgs",
+			query:                 "hasToken(body, \"a\", \"b\")",
+			shouldPass:            false,
+			expectedErrorContains: "function `hasToken` expects exactly one value argument",
+		},
 
 		// Basic materialized key
 		{

pkg/telemetrylogs/json_condition_builder.go

@@ -96,6 +96,18 @@ func applyNotCondition(operator qbtypes.FilterOperator) (bool, qbtypes.FilterOpe
 	return false, operator
 }
 
+// branchArrayExpr returns the ClickHouse array expression for a given array-type branch
+// at this hop. The JSON branch reads Array(JSON(...)) directly; the Dynamic branch filters
+// the Array(Dynamic) down to its JSON elements and maps them to JSON.
+func (c *jsonConditionBuilder) branchArrayExpr(node *telemetrytypes.JSONAccessNode, branch telemetrytypes.JSONAccessBranchType) string {
+	fieldPath := node.FieldPath()
+	if branch == telemetrytypes.BranchDynamic {
+		dynBaseExpr := fmt.Sprintf("dynamicElement(%s, 'Array(Dynamic)')", fieldPath)
+		return fmt.Sprintf("arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), %s))", dynBaseExpr)
+	}
+	return fmt.Sprintf("dynamicElement(%s, 'Array(JSON(max_dynamic_types=%d, max_dynamic_paths=%d))')", fieldPath, node.MaxDynamicTypes, node.MaxDynamicPaths)
+}
+
 // buildAccessNodeBranches builds conditions for each branch of the access node.
 func (c *jsonConditionBuilder) buildAccessNodeBranches(current *telemetrytypes.JSONAccessNode, operator qbtypes.FilterOperator, value any, sb *sqlbuilder.SelectBuilder) (string, error) {
 	if current == nil {
@@ -103,31 +115,15 @@ func (c *jsonConditionBuilder) buildAccessNodeBranches(current *telemetrytypes.J
 	}
 
 	currAlias := current.Alias()
-	fieldPath := current.FieldPath()
-	// Determine availability of Array(JSON) and Array(Dynamic) at this hop
-	hasArrayJSON := current.Branches[telemetrytypes.BranchJSON] != nil
-	hasArrayDynamic := current.Branches[telemetrytypes.BranchDynamic] != nil
-
-	// Then, at this hop, compute child per branch and wrap
+	// At this hop, compute the child condition per array branch (JSON before Dynamic) and
+	// wrap each in arrayExists over the corresponding array expression.
 	branches := make([]string, 0, 2)
-	if hasArrayJSON {
-		jsonArrayExpr := fmt.Sprintf("dynamicElement(%s, 'Array(JSON(max_dynamic_types=%d, max_dynamic_paths=%d))')", fieldPath, current.MaxDynamicTypes, current.MaxDynamicPaths)
-		childGroupJSON, err := c.recurseArrayHops(current.Branches[telemetrytypes.BranchJSON], operator, value, sb)
+	for _, branch := range current.BranchesInOrder() {
+		childGroup, err := c.recurseArrayHops(current.Branches[branch], operator, value, sb)
 		if err != nil {
 			return "", err
 		}
-		branches = append(branches, fmt.Sprintf("arrayExists(%s-> %s, %s)", currAlias, childGroupJSON, jsonArrayExpr))
-	}
-	if hasArrayDynamic {
-		dynBaseExpr := fmt.Sprintf("dynamicElement(%s, 'Array(Dynamic)')", fieldPath)
-		dynFilteredExpr := fmt.Sprintf("arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), %s))", dynBaseExpr)
-
-		// Create the Query for Dynamic array
-		childGroupDyn, err := c.recurseArrayHops(current.Branches[telemetrytypes.BranchDynamic], operator, value, sb)
-		if err != nil {
-			return "", err
-		}
-		branches = append(branches, fmt.Sprintf("arrayExists(%s-> %s, %s)", currAlias, childGroupDyn, dynFilteredExpr))
+		branches = append(branches, fmt.Sprintf("arrayExists(%s-> %s, %s)", currAlias, childGroup, c.branchArrayExpr(current, branch)))
 	}
 
 	if len(branches) == 1 {
@@ -309,6 +305,174 @@ func (c *jsonConditionBuilder) buildArrayMembershipCondition(node *telemetrytype
 	return fmt.Sprintf("arrayExists(%s -> %s, %s)", key, op, arrayExpr), nil
 }
 
+// buildArrayFunctionCondition builds a has/hasAny/hasAll condition over a body JSON path,
+// with contains-all semantics uniform across every leaf shape:
+//   - has(v)         = the path HAS v
+//   - hasAny([v...]) = the path has ANY listed value  (OR of has)
+//   - hasAll([v...]) = the path has ALL listed values (AND of has)
+//
+// "the path has v" is an existential match resolved per leaf shape: for an array-typed leaf
+// (top-level `body.tags`, or nested `body.education[].scores`) it is native membership; for a
+// scalar leaf — whether reached through an array hop (`body.items[].sku`) or a plain scalar
+// path (`body.level`) — it is `<elem> = v`, wrapped in arrayExists over any array hops. So
+// `hasAll(body.education[].name, ['a','b'])` = "some element is a AND some element is b", and
+// for a plain scalar hasAll collapses to has (a one-element set can hold at most one value).
+//
+// Element comparisons reuse DataTypeCollisionHandledFieldName so a numeric literal against an
+// Int64 array (or a numeric literal against a String array) no longer silently misses.
+func (c *jsonConditionBuilder) buildArrayFunctionCondition(operator qbtypes.FilterOperator, value any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	if len(c.key.JSONPlan) == 0 {
+		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "function `%s` could not resolve a JSON access plan for field `%s`", operator.FunctionName(), c.key.Name)
+	}
+
+	switch operator {
+	case qbtypes.FilterOperatorHas, qbtypes.FilterOperatorHasAny:
+		return c.buildOredRootChains(func(node *telemetrytypes.JSONAccessNode) (string, error) {
+			return c.arrayFunctionLeaf(node, operator, value, sb)
+		}, sb)
+	case qbtypes.FilterOperatorHasAll:
+		// contains-all: AND of a per-value "has" so the AND sits outside the array hops.
+		values := toAnyList(value)
+		conditions := make([]string, 0, len(values))
+		for _, v := range values {
+			v := v
+			cond, err := c.buildOredRootChains(func(node *telemetrytypes.JSONAccessNode) (string, error) {
+				return c.arrayFunctionLeaf(node, qbtypes.FilterOperatorHas, v, sb)
+			}, sb)
+			if err != nil {
+				return "", err
+			}
+			conditions = append(conditions, cond)
+		}
+		if len(conditions) == 1 {
+			return conditions[0], nil
+		}
+		return sb.And(conditions...), nil
+	}
+	return "", qbtypes.ErrUnsupportedOperator
+}
+
+// buildOredRootChains applies leafFn down every JSONPlan root (base + promoted), wrapping each
+// in its arrayExists chain, and ORs the per-root results.
+func (c *jsonConditionBuilder) buildOredRootChains(leafFn func(*telemetrytypes.JSONAccessNode) (string, error), sb *sqlbuilder.SelectBuilder) (string, error) {
+	conditions := make([]string, 0, len(c.key.JSONPlan))
+	for _, root := range c.key.JSONPlan {
+		cond, err := c.buildArrayExistsChain(root, leafFn, sb)
+		if err != nil {
+			return "", err
+		}
+		conditions = append(conditions, cond)
+	}
+	if len(conditions) == 1 {
+		return conditions[0], nil
+	}
+	return sb.Or(conditions...), nil
+}
+
+// buildArrayExistsChain wraps the terminal condition (produced by leafFn) in an arrayExists
+// over every array hop between the root and the terminal. For a terminal root (a top-level
+// array leaf) it simply returns leafFn(root).
+func (c *jsonConditionBuilder) buildArrayExistsChain(node *telemetrytypes.JSONAccessNode, leafFn func(*telemetrytypes.JSONAccessNode) (string, error), sb *sqlbuilder.SelectBuilder) (string, error) {
+	if node == nil {
+		return "", errors.NewInternalf(CodeArrayNavigationFailed, "navigation failed, current node is nil")
+	}
+	if node.IsTerminal {
+		return leafFn(node)
+	}
+
+	branches := make([]string, 0, 2)
+	for _, branch := range node.BranchesInOrder() {
+		childCond, err := c.buildArrayExistsChain(node.Branches[branch], leafFn, sb)
+		if err != nil {
+			return "", err
+		}
+		branches = append(branches, fmt.Sprintf("arrayExists(%s-> %s, %s)", node.Alias(), childCond, c.branchArrayExpr(node, branch)))
+	}
+	if len(branches) == 1 {
+		return branches[0], nil
+	}
+	return sb.Or(branches...), nil
+}
+
+// arrayFunctionLeaf builds the existential comparison for has/hasAny at a terminal node (hasAll
+// composes from has in buildArrayFunctionCondition). For an array leaf it delegates to native
+// membership; for a scalar leaf it compares the element directly.
+func (c *jsonConditionBuilder) arrayFunctionLeaf(node *telemetrytypes.JSONAccessNode, operator qbtypes.FilterOperator, value any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	if node.TerminalConfig.ElemType.IsArray {
+		return c.arrayLeafMembership(node, operator, value, sb)
+	}
+
+	switch operator {
+	case qbtypes.FilterOperatorHas:
+		return c.arrayFuncScalarLeaf(node, qbtypes.FilterOperatorEqual, value, sb)
+	case qbtypes.FilterOperatorHasAny:
+		return c.arrayFuncScalarLeaf(node, qbtypes.FilterOperatorIn, toAnyList(value), sb)
+	}
+	return "", qbtypes.ErrUnsupportedOperator
+}
+
+// arrayLeafMembership builds native membership for an array-typed leaf, reusing
+// buildArrayMembershipCondition (which handles data-type collisions on each element).
+func (c *jsonConditionBuilder) arrayLeafMembership(node *telemetrytypes.JSONAccessNode, operator qbtypes.FilterOperator, value any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	switch operator {
+	case qbtypes.FilterOperatorHas:
+		return c.buildArrayMembershipCondition(node, qbtypes.FilterOperatorEqual, value, sb)
+	case qbtypes.FilterOperatorHasAny:
+		return c.buildArrayMembershipCondition(node, qbtypes.FilterOperatorIn, toAnyList(value), sb)
+	}
+	return "", qbtypes.ErrUnsupportedOperator
+}
+
+// arrayFuncScalarLeaf builds `<elemExpr> <op> value` for a scalar leaf reached through an
+// array hop, applying data-type collision handling like the standard primitive path.
+// Coalesced to false so a missing key is a non-match, not NULL (NOT has() must match it).
+func (c *jsonConditionBuilder) arrayFuncScalarLeaf(node *telemetrytypes.JSONAccessNode, operator qbtypes.FilterOperator, value any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	fieldExpr := fmt.Sprintf("dynamicElement(%s, '%s')", node.FieldPath(), node.TerminalConfig.ElemType.StringValue())
+	fieldExpr, value = querybuilder.DataTypeCollisionHandledFieldName(node.TerminalConfig.Key, value, fieldExpr, operator)
+	cond, err := c.applyOperator(sb, fieldExpr, operator, value)
+	if err != nil {
+		return "", err
+	}
+	return fmt.Sprintf("ifNull(%s, false)", cond), nil
+}
+
+// buildTokenFunctionCondition builds a hasToken search over a body JSON string field:
+// hasToken(LOWER(<elem>), LOWER(?)) wrapped in arrayExists over any array hops between the
+// root and the terminal. The field must resolve to a String leaf or a String array.
+func (c *jsonConditionBuilder) buildTokenFunctionCondition(needle any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	if len(c.key.JSONPlan) == 0 {
+		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "function `hasToken` could not resolve a JSON access plan for field `%s`", c.key.Name)
+	}
+
+	return c.buildOredRootChains(func(node *telemetrytypes.JSONAccessNode) (string, error) {
+		return c.tokenLeaf(node, needle, sb)
+	}, sb)
+}
+
+// tokenLeaf builds the hasToken match at a terminal node: a direct match for a String leaf
+// (coalesced to false, as in arrayFuncScalarLeaf), or an arrayExists over the elements for a
+// String array leaf. hasToken is string-only, so any other element type is rejected.
+func (c *jsonConditionBuilder) tokenLeaf(node *telemetrytypes.JSONAccessNode, needle any, sb *sqlbuilder.SelectBuilder) (string, error) {
+	switch node.TerminalConfig.ElemType {
+	case telemetrytypes.String:
+		fieldExpr := fmt.Sprintf("dynamicElement(%s, 'String')", node.FieldPath())
+		return fmt.Sprintf("ifNull(hasToken(LOWER(%s), LOWER(%s)), false)", fieldExpr, sb.Var(needle)), nil
+	case telemetrytypes.ArrayString:
+		arrayExpr := fmt.Sprintf("dynamicElement(%s, '%s')", node.FieldPath(), node.TerminalConfig.ElemType.StringValue())
+		return fmt.Sprintf("arrayExists(x -> hasToken(LOWER(x), LOWER(%s)), %s)", sb.Var(needle), arrayExpr), nil
+	default:
+		return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "function `hasToken` only supports string fields; field `%s` is `%s`", c.key.Name, node.TerminalConfig.Key.FieldDataType.StringValue())
+	}
+}
+
+// toAnyList normalizes a has-family value into a slice; a scalar becomes a one-element list.
+func toAnyList(value any) []any {
+	if list, ok := value.([]any); ok {
+		return list
+	}
+	return []any{value}
+}
+
 func (c *jsonConditionBuilder) applyOperator(sb *sqlbuilder.SelectBuilder, fieldExpr string, operator qbtypes.FilterOperator, value any) (string, error) {
 	switch operator {
 	case qbtypes.FilterOperatorEqual:

pkg/telemetrylogs/json_stmt_builder_test.go

@@ -602,7 +602,7 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			name:   "Simple has filter",
 			filter: "has(body.education[].parameters, 1.65)",
 			expected: TestExpected{
-				WhereClause: "(has(arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))'), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?) OR has(arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?))",
+				WhereClause: "(arrayExists(`body_v2.education`-> arrayExists(x -> toFloat64(x) = ?, dynamicElement(`body_v2.education`.`parameters`, 'Array(Nullable(Float64))')), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education`-> arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.education`.`parameters`, 'Array(Dynamic)'))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))",
 				Args:        []any{1.65, 1.65, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 				Warnings: []string{
 					"Key `education[].parameters` is ambiguous, found 2 different combinations of field context / data type: [name=education[].parameters,context=body,datatype=[]float64 name=education[].parameters,context=body,datatype=[]dynamic].",
@@ -613,8 +613,8 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			name:   "Flat path hasAll filter",
 			filter: "hasAll(body.user.permissions, ['read', 'write'])",
 			expected: TestExpected{
-				WhereClause: "hasAll(dynamicElement(body_v2.`user.permissions`, 'Array(Nullable(String))'), ?)",
-				Args:        []any{[]any{"read", "write"}, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				WhereClause: "(arrayExists(x -> x = ?, dynamicElement(body_v2.`user.permissions`, 'Array(Nullable(String))')) AND arrayExists(x -> x = ?, dynamicElement(body_v2.`user.permissions`, 'Array(Nullable(String))')))",
+				Args:        []any{"read", "write", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 
@@ -739,8 +739,8 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			name:   "Nested path hasAny filter",
 			filter: "hasAny(education[].awards[].participated[].members, ['Piyush', 'Tushar'])",
 			expected: TestExpected{
-				WhereClause: "hasAny(arrayFlatten(arrayConcat(arrayMap(`body_v2.education`->arrayConcat(arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), arrayMap(`body_v2.education[].awards`->arrayConcat(arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')), arrayMap(`body_v2.education[].awards[].participated`->dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))'), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->assumeNotNull(dynamicElement(x, 'JSON')), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?)",
-				Args:        []any{[]any{"Piyush", "Tushar"}, "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				WhereClause: "arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> x IN (?, ?), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> x IN (?, ?), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> x IN (?, ?), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> x IN (?, ?), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"Piyush", "Tushar", "Piyush", "Tushar", "Piyush", "Tushar", "Piyush", "Tushar", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 		{
@@ -755,8 +755,8 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			name:   "dynamic_array_element_compare_HAS_STRING",
 			filter: "has(interests[].entities[].product_codes, '2002')",
 			expected: TestExpected{
-				WhereClause: "has(arrayFlatten(arrayConcat(arrayMap(`body_v2.interests`->arrayMap(`body_v2.interests[].entities`->dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?)",
-				Args:        []any{"2002", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				WhereClause: "arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'))), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{int64(2002), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
 		{
@@ -771,10 +771,146 @@ func TestJSONStmtBuilder_ArrayPaths(t *testing.T) {
 			name:   "dynamic_array_element_compare_HAS_INT",
 			filter: "has(interests[].entities[].product_codes, 1001)",
 			expected: TestExpected{
-				WhereClause: "has(arrayFlatten(arrayConcat(arrayMap(`body_v2.interests`->arrayMap(`body_v2.interests[].entities`->dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))), ?)",
+				WhereClause: "arrayExists(`body_v2.interests`-> arrayExists(`body_v2.interests[].entities`-> arrayExists(x -> accurateCastOrNull(x, 'Float64') = ?, arrayFilter(x->(dynamicType(x) IN ('String', 'Int64', 'Float64', 'Bool')), dynamicElement(`body_v2.interests[].entities`.`product_codes`, 'Array(Dynamic)'))), dynamicElement(`body_v2.interests`.`entities`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')), dynamicElement(body_v2.`interests`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
 				Args:        []any{float64(1001), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 		},
+
+		// ── scalar leaf reached through an array ───
+		{
+			name:   "Nested primitive leaf has",
+			filter: "has(body.education[].name, 'IIT')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> ifNull(dynamicElement(`body_v2.education`.`name`, 'String') = ?, false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"IIT", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			name:   "Nested primitive leaf hasAny",
+			filter: "hasAny(body.education[].name, ['IIT', 'MIT'])",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> ifNull(dynamicElement(`body_v2.education`.`name`, 'String') IN (?, ?), false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"IIT", "MIT", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			// contains-all: single-value hasAll over a nested leaf collapses to has.
+			name:   "Nested primitive leaf hasAll single collapses to has",
+			filter: "hasAll(body.education[].name, 'IIT')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> ifNull(dynamicElement(`body_v2.education`.`name`, 'String') = ?, false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"IIT", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			// contains-all: "some element is IIT AND some element is MIT" (AND of per-value has).
+			name:   "Nested primitive leaf hasAll multi (contains-all)",
+			filter: "hasAll(body.education[].name, ['IIT', 'MIT'])",
+			expected: TestExpected{
+				WhereClause: "(arrayExists(`body_v2.education`-> ifNull(dynamicElement(`body_v2.education`.`name`, 'String') = ?, false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')) AND arrayExists(`body_v2.education`-> ifNull(dynamicElement(`body_v2.education`.`name`, 'String') = ?, false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))')))",
+				Args:        []any{"IIT", "MIT", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		// ── numeric literal against an Int64 array is collision-handled ───
+		{
+			name:   "Nested Int64 array has collision",
+			filter: "has(body.education[].scores, 90)",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> arrayExists(x -> toFloat64(x) = ?, dynamicElement(`body_v2.education`.`scores`, 'Array(Nullable(Int64))')), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{float64(90), "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		// ── hasAny folds multiple scalar arguments into one value set ─────
+		{
+			name:   "hasAny folds multiple scalar args",
+			filter: "hasAny(body.user.permissions, 'read', 'write')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(x -> x IN (?, ?), dynamicElement(body_v2.`user.permissions`, 'Array(Nullable(String))'))",
+				Args:        []any{"read", "write", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		// ── hasToken over JSON string fields (nested leaf, top-level array, nested array) ──
+		{
+			name:   "hasToken nested string leaf",
+			filter: "hasToken(body.education[].name, 'harvard')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> ifNull(hasToken(LOWER(dynamicElement(`body_v2.education`.`name`, 'String')), LOWER(?)), false), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"harvard", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			name:   "hasToken top-level string array",
+			filter: "hasToken(body.user.permissions, 'admin')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(x -> hasToken(LOWER(x), LOWER(?)), dynamicElement(body_v2.`user.permissions`, 'Array(Nullable(String))'))",
+				Args:        []any{"admin", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			name:   "hasToken nested string array",
+			filter: "hasToken(body.education[].awards[].participated[].members, 'piyush')",
+			expected: TestExpected{
+				WhereClause: "arrayExists(`body_v2.education`-> (arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> hasToken(LOWER(x), LOWER(?)), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=4, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> hasToken(LOWER(x), LOWER(?)), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), dynamicElement(`body_v2.education`.`awards`, 'Array(JSON(max_dynamic_types=8, max_dynamic_paths=0))')) OR arrayExists(`body_v2.education[].awards`-> (arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> hasToken(LOWER(x), LOWER(?)), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=256))')) OR arrayExists(`body_v2.education[].awards[].participated`-> arrayExists(x -> hasToken(LOWER(x), LOWER(?)), dynamicElement(`body_v2.education[].awards[].participated`.`members`, 'Array(Nullable(String))')), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education[].awards`.`participated`, 'Array(Dynamic)'))))), arrayMap(x->dynamicElement(x, 'JSON'), arrayFilter(x->(dynamicType(x) = 'JSON'), dynamicElement(`body_v2.education`.`awards`, 'Array(Dynamic)'))))), dynamicElement(body_v2.`education`, 'Array(JSON(max_dynamic_types=16, max_dynamic_paths=0))'))",
+				Args:        []any{"piyush", "piyush", "piyush", "piyush", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+
+		// ── hasToken over the message field: bare body and explicit body.message are
+		// equivalent, both target the body.message column directly (no dynamicElement) ──
+		{
+			name:   "hasToken bare body",
+			filter: "hasToken(body, 'production')",
+			expected: TestExpected{
+				WhereClause: "hasToken(LOWER(body.message), LOWER(?))",
+				Args:        []any{"production", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				Warnings:    []string{bodySearchDefaultWarning},
+			},
+		},
+		{
+			name:   "hasToken explicit body.message",
+			filter: "hasToken(body.message, 'production')",
+			expected: TestExpected{
+				WhereClause: "hasToken(LOWER(body.message), LOWER(?))",
+				Args:        []any{"production", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+
+		// ── scalar (non-array) leaf: treated as a single-element set ─────────────
+		{
+			name:   "Scalar leaf has",
+			filter: "has(body.user.name, 'alice')",
+			expected: TestExpected{
+				WhereClause: "ifNull(dynamicElement(body_v2.`user.name`, 'String') = ?, false)",
+				Args:        []any{"alice", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			name:   "Scalar leaf hasAny",
+			filter: "hasAny(body.user.name, ['alice', 'bob'])",
+			expected: TestExpected{
+				WhereClause: "ifNull(dynamicElement(body_v2.`user.name`, 'String') IN (?, ?), false)",
+				Args:        []any{"alice", "bob", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			// contains-all: single-value hasAll over a plain scalar collapses to has.
+			name:   "Scalar leaf hasAll single collapses to has",
+			filter: "hasAll(body.user.name, 'alice')",
+			expected: TestExpected{
+				WhereClause: "ifNull(dynamicElement(body_v2.`user.name`, 'String') = ?, false)",
+				Args:        []any{"alice", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
+		{
+			// contains-all over a one-element set: the scalar must equal every value, so
+			// distinct values never match.
+			name:   "Scalar leaf hasAll multi (contains-all)",
+			filter: "hasAll(body.user.name, ['alice', 'bob'])",
+			expected: TestExpected{
+				WhereClause: "(ifNull(dynamicElement(body_v2.`user.name`, 'String') = ?, false) AND ifNull(dynamicElement(body_v2.`user.name`, 'String') = ?, false))",
+				Args:        []any{"alice", "bob", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+			},
+		},
 	}
 
 	for _, c := range cases {

pkg/telemetrylogs/json_string.go

@@ -130,3 +130,121 @@ func GetBodyJSONKey(_ context.Context, key *telemetrytypes.TelemetryFieldKey, op
 func GetBodyJSONKeyForExists(_ context.Context, key *telemetrytypes.TelemetryFieldKey, _ qbtypes.FilterOperator, _ any) string {
 	return fmt.Sprintf("JSON_EXISTS(body, '$.%s')", getBodyJSONPath(key))
 }
+
+// legacyElemType infers the has-family element type from the needle (legacy has no schema). It
+// scans EVERY value so the chosen array type and all coerced needles agree — else ClickHouse
+// raises "no supertype ... String" (code 386). Int64 stays distinct from Float64 so a quoted
+// integer is exact past 2^53 (unquoted literals already arrive as float64, parsed upstream).
+func legacyElemType(needle any) telemetrytypes.FieldDataType {
+	list, ok := needle.([]any)
+	if !ok {
+		list = []any{needle}
+	}
+	if len(list) == 0 {
+		return telemetrytypes.FieldDataTypeString
+	}
+	allInt, allNumeric := true, true
+	for _, v := range list {
+		switch t := v.(type) {
+		case float32, float64:
+			allInt = false
+		case int, int8, int16, int32, int64, uint, uint8, uint16, uint32, uint64:
+			// integer Go types stay int-exact
+		case string:
+			if _, err := strconv.ParseInt(t, 10, 64); err != nil {
+				allInt = false
+			}
+			if _, err := strconv.ParseFloat(t, 64); err != nil {
+				allNumeric = false
+			}
+		default:
+			// booleans (and anything else) -> String; a bool renders to 'true'/'false', so a
+			// bool needle only matches genuine JSON booleans, not truthy numbers/strings.
+			allInt, allNumeric = false, false
+		}
+	}
+	switch {
+	case allInt:
+		return telemetrytypes.FieldDataTypeInt64
+	case allNumeric:
+		return telemetrytypes.FieldDataTypeFloat64
+	default:
+		return telemetrytypes.FieldDataTypeString
+	}
+}
+
+// legacyCoerceNeedle coerces a needle to elem type dt so its bound-arg type matches the
+// extracted column (legacyElemType guarantees it's coercible).
+func legacyCoerceNeedle(v any, dt telemetrytypes.FieldDataType) any {
+	switch dt {
+	case telemetrytypes.FieldDataTypeInt64:
+		if s, ok := v.(string); ok {
+			if i, err := strconv.ParseInt(s, 10, 64); err == nil {
+				return i
+			}
+		}
+		return v
+	case telemetrytypes.FieldDataTypeFloat64:
+		if s, ok := v.(string); ok {
+			f, _ := strconv.ParseFloat(s, 64)
+			return f
+		}
+		return v
+	default:
+		return bodyArrayNeedleString(v)
+	}
+}
+
+// getBodyJSONArrayKey extracts the leaf as Array(Nullable(<dt>)) — Nullable so a value of a
+// different JSON type maps to NULL instead of corrupting (e.g. a non-numeric string → 0).
+func getBodyJSONArrayKey(key *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType) string {
+	arrKey := *key
+	if !strings.HasSuffix(arrKey.Name, "[*]") && !strings.HasSuffix(arrKey.Name, "[]") {
+		arrKey.Name += "[*]"
+	}
+	return fmt.Sprintf("JSONExtract(JSON_QUERY(body, '$.%s'), 'Array(Nullable(%s))')", getBodyJSONPath(&arrKey), dt.CHDataType())
+}
+
+// getBodyJSONScalarKey builds the single-element-set fallback for a scalar body value: the leaf
+// extracted as a scalar of type dt, plus a guard restricting it to a genuinely scalar body. The
+// guard is required because JSON_VALUE returns '' for an array/object/missing value, which would
+// otherwise zero-value match (has(x,0) / has(x,false) / has(x,'') on any array). ok=false when
+// the path still traverses an array ([*]/[]).
+func getBodyJSONScalarKey(key *telemetrytypes.TelemetryFieldKey, dt telemetrytypes.FieldDataType) (expr string, guard string, ok bool) {
+	name := strings.TrimSuffix(strings.TrimSuffix(key.Name, "[*]"), "[]")
+	if strings.Contains(name, "[") {
+		return "", "", false
+	}
+	scalarKey := *key
+	scalarKey.Name = name
+	path := getBodyJSONPath(&scalarKey)
+	if dt == telemetrytypes.FieldDataTypeString {
+		expr = fmt.Sprintf("JSON_VALUE(body, '$.%s')", path)
+	} else {
+		// Nullable so a scalar of a different type (e.g. a bool/string where a number is
+		// searched) extracts to NULL rather than the type's default (0/false), which would
+		// otherwise zero-value match has(x, 0).
+		expr = fmt.Sprintf("JSONExtract(JSON_VALUE(body, '$.%s'), 'Nullable(%s)')", path, dt.CHDataType())
+	}
+	keys := strings.Split(name, ".")
+	for i, k := range keys {
+		keys[i] = "'" + k + "'"
+	}
+	guard = fmt.Sprintf("JSONType(body, %s) NOT IN ('Array', 'Object', 'Null')", strings.Join(keys, ", "))
+	return expr, guard, true
+}
+
+func bodyArrayNeedleString(v any) string {
+	switch t := v.(type) {
+	case string:
+		return t
+	case bool:
+		return strconv.FormatBool(t)
+	case float64:
+		return strconv.FormatFloat(t, 'f', -1, 64)
+	case float32:
+		return strconv.FormatFloat(float64(t), 'f', -1, 64)
+	default:
+		return fmt.Sprintf("%v", t)
+	}
+}

pkg/telemetrylogs/stmt_builder_test.go

@@ -495,8 +495,8 @@ func TestStatementBuilderListQueryResourceTests(t *testing.T) {
 				Limit: 10,
 			},
 			expected: qbtypes.Statement{
-				Query: "SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE has(JSONExtract(JSON_QUERY(body, '$.\"user_names\"[*]'), 'Array(String)'), ?) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
-				Args:  []any{"john_doe", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
+				Query: "SELECT timestamp, id, trace_id, span_id, trace_flags, severity_text, severity_number, scope_name, scope_version, body, attributes_string, attributes_number, attributes_bool, resources_string, scope_string FROM signoz_logs.distributed_logs_v2 WHERE (has(JSONExtract(JSON_QUERY(body, '$.\"user_names\"[*]'), 'Array(Nullable(String))'), ?) OR ifNull((JSON_VALUE(body, '$.\"user_names\"') = ? AND JSONType(body, 'user_names') NOT IN ('Array', 'Object', 'Null')), false)) AND timestamp >= ? AND ts_bucket_start >= ? AND timestamp < ? AND ts_bucket_start <= ? LIMIT ?",
+				Args:  []any{"john_doe", "john_doe", "1747947419000000000", uint64(1747945619), "1747983448000000000", uint64(1747983448), 10},
 			},
 			expectedErr: nil,
 		},

pkg/types/authtypes/role.go

@@ -66,15 +66,20 @@ type Role struct {
 
 	types.Identifiable
 	types.TimeAuditable
-	Name        string        `bun:"name,type:string" json:"name" required:"true"`
-	Description string        `bun:"description,type:string"  json:"description" required:"true"`
-	Type        valuer.String `bun:"type,type:string" json:"type" required:"true"`
-	OrgID       valuer.UUID   `bun:"org_id,type:string" json:"orgId" required:"true"`
+	Name              string            `bun:"name,type:string" json:"name" required:"true"`
+	Description       string            `bun:"description,type:string"  json:"description" required:"true"`
+	Type              valuer.String     `bun:"type,type:string" json:"type" required:"true"`
+	OrgID             valuer.UUID       `bun:"org_id,type:string" json:"orgId" required:"true"`
+	TransactionGroups TransactionGroups `bun:"transaction_groups,nullzero,type:text" json:"transactionGroups" required:"true" nullable:"false"`
 }
 
-type RoleWithTransactionGroups struct {
-	*Role
-	TransactionGroups TransactionGroups `json:"transactionGroups" required:"true" nullable:"false"`
+type GettableRole struct {
+	types.Identifiable
+	types.TimeAuditable
+	Name        string        `json:"name" required:"true"`
+	Description string        `json:"description" required:"true"`
+	Type        valuer.String `json:"type" required:"true"`
+	OrgID       valuer.UUID   `json:"orgId" required:"true"`
 }
 
 type PostableRole struct {
@@ -88,7 +93,7 @@ type UpdatableRole struct {
 	TransactionGroups TransactionGroups `json:"transactionGroups" required:"true" nullable:"false"`
 }
 
-func NewRole(name, description string, roleType valuer.String, orgID valuer.UUID) *Role {
+func NewRole(name, description string, roleType valuer.String, orgID valuer.UUID, transactionGroups TransactionGroups) *Role {
 	return &Role{
 		Identifiable: types.Identifiable{
 			ID: valuer.GenerateUUID(),
@@ -97,37 +102,37 @@ func NewRole(name, description string, roleType valuer.String, orgID valuer.UUID
 			CreatedAt: time.Now(),
 			UpdatedAt: time.Now(),
 		},
-		Name:        name,
-		Description: description,
-		Type:        roleType,
-		OrgID:       orgID,
-	}
-}
-
-func NewRoleWithTransactionGroups(name, description string, roleType valuer.String, orgID valuer.UUID, transactionGroups TransactionGroups) *RoleWithTransactionGroups {
-	role := NewRole(name, description, roleType, orgID)
-
-	return &RoleWithTransactionGroups{
-		Role:              role,
+		Name:              name,
+		Description:       description,
+		Type:              roleType,
+		OrgID:             orgID,
 		TransactionGroups: transactionGroups,
 	}
 }
 
-func MakeRoleWithTransactionGroups(role *Role, transactionGroups TransactionGroups) *RoleWithTransactionGroups {
-	return &RoleWithTransactionGroups{
-		Role:              role,
-		TransactionGroups: transactionGroups,
+func NewGettableRolesFromRoles(roles []*Role) []*GettableRole {
+	gettableRoles := make([]*GettableRole, len(roles))
+	for index, role := range roles {
+		gettableRoles[index] = &GettableRole{
+			Identifiable:  role.Identifiable,
+			TimeAuditable: role.TimeAuditable,
+			Name:          role.Name,
+			Description:   role.Description,
+			Type:          role.Type,
+			OrgID:         role.OrgID,
+		}
 	}
+
+	return gettableRoles
 }
 
 func NewManagedRoles(orgID valuer.UUID) []*Role {
 	return []*Role{
-		NewRole(SigNozAdminRoleName, SigNozAdminRoleDescription, RoleTypeManaged, orgID),
-		NewRole(SigNozEditorRoleName, SigNozEditorRoleDescription, RoleTypeManaged, orgID),
-		NewRole(SigNozViewerRoleName, SigNozViewerRoleDescription, RoleTypeManaged, orgID),
-		NewRole(SigNozAnonymousRoleName, SigNozAnonymousRoleDescription, RoleTypeManaged, orgID),
+		NewRole(SigNozAdminRoleName, SigNozAdminRoleDescription, RoleTypeManaged, orgID, NewTransactionGroupsFromTransactions(coretypes.ManagedRoleToTransactions[SigNozAdminRoleName])),
+		NewRole(SigNozEditorRoleName, SigNozEditorRoleDescription, RoleTypeManaged, orgID, NewTransactionGroupsFromTransactions(coretypes.ManagedRoleToTransactions[SigNozEditorRoleName])),
+		NewRole(SigNozViewerRoleName, SigNozViewerRoleDescription, RoleTypeManaged, orgID, NewTransactionGroupsFromTransactions(coretypes.ManagedRoleToTransactions[SigNozViewerRoleName])),
+		NewRole(SigNozAnonymousRoleName, SigNozAnonymousRoleDescription, RoleTypeManaged, orgID, NewTransactionGroupsFromTransactions(coretypes.ManagedRoleToTransactions[SigNozAnonymousRoleName])),
 	}
-
 }
 
 func NewStatsFromRoles(roles []*Role) map[string]any {
@@ -144,7 +149,7 @@ func NewStatsFromRoles(roles []*Role) map[string]any {
 	return stats
 }
 
-func (role *RoleWithTransactionGroups) Update(description string, transactionGroups TransactionGroups) error {
+func (role *Role) Update(description string, transactionGroups TransactionGroups) error {
 	err := role.ErrIfManaged()
 	if err != nil {
 		return err

pkg/types/authtypes/transaction.go

@@ -1,6 +1,7 @@
 package authtypes
 
 import (
+	"database/sql/driver"
 	"encoding/json"
 
 	"github.com/SigNoz/signoz/pkg/errors"
@@ -70,6 +71,28 @@ func NewTransactionGroups(data []byte) (TransactionGroups, error) {
 	return groups, nil
 }
 
+func NewTransactionGroupsFromTransactions(transactions []coretypes.Transaction) TransactionGroups {
+	objectsByVerb := make(map[string][]*coretypes.Object)
+	for _, transaction := range transactions {
+		object := transaction.Object
+		objectsByVerb[transaction.Verb.StringValue()] = append(objectsByVerb[transaction.Verb.StringValue()], &object)
+	}
+
+	groups := make(TransactionGroups, 0)
+	for _, verb := range coretypes.Verbs {
+		objects := objectsByVerb[verb.StringValue()]
+		if len(objects) == 0 {
+			continue
+		}
+
+		for _, objectGroup := range coretypes.NewObjectGroupsFromObjects(objects) {
+			groups = append(groups, &TransactionGroup{Relation: Relation{Verb: verb}, ObjectGroup: *objectGroup})
+		}
+	}
+
+	return groups
+}
+
 func NewGettableTransaction(results []*TransactionWithAuthorization) []*GettableTransaction {
 	gettableTransactions := make([]*GettableTransaction, len(results))
 	for i, result := range results {
@@ -87,6 +110,40 @@ func (groups TransactionGroups) Diff(desired TransactionGroups) (additions, dele
 	return desired.subtract(groups), groups.subtract(desired)
 }
 
+func (groups TransactionGroups) Value() (driver.Value, error) {
+	data, err := json.Marshal(groups)
+	if err != nil {
+		return nil, err
+	}
+
+	return string(data), nil
+}
+
+func (groups *TransactionGroups) Scan(value any) error {
+	if value == nil {
+		*groups = make(TransactionGroups, 0)
+		return nil
+	}
+
+	var data []byte
+	switch typed := value.(type) {
+	case string:
+		data = []byte(typed)
+	case []byte:
+		data = typed
+	default:
+		return errors.Newf(errors.TypeInternal, errors.CodeInternal, "unsupported type %T for transaction groups", value)
+	}
+
+	parsed, err := NewTransactionGroups(data)
+	if err != nil {
+		return errors.Wrap(err, errors.TypeInternal, errors.CodeInternal, "failed to scan transactionGroups")
+	}
+
+	*groups = parsed
+	return nil
+}
+
 func (transaction *Transaction) UnmarshalJSON(data []byte) error {
 	var shadow = struct {
 		Relation Relation

pkg/types/authtypes/tuple.go

@@ -68,7 +68,7 @@ func NewTuplesFromTransactionGroups(name string, orgID valuer.UUID, transactionG
 	return tuples, nil
 }
 
-func MustNewTransactionGroupsFromTuples(tuples []*openfgav1.TupleKey) []*TransactionGroup {
+func MustNewTransactionGroupsFromTuples(tuples []*openfgav1.TupleKey) TransactionGroups {
 	objectsByRelation := make(map[string][]*coretypes.Object)
 
 	for _, tuple := range tuples {
@@ -81,7 +81,7 @@ func MustNewTransactionGroupsFromTuples(tuples []*openfgav1.TupleKey) []*Transac
 		objectsByRelation[verb.StringValue()] = append(objectsByRelation[verb.StringValue()], object)
 	}
 
-	transactionGroups := make([]*TransactionGroup, 0)
+	transactionGroups := make(TransactionGroups, 0)
 	for _, verb := range coretypes.Verbs {
 		objects := objectsByRelation[verb.StringValue()]
 		if len(objects) == 0 {

pkg/types/spantypes/mapper.go

@@ -54,7 +54,7 @@ type SpanMapper struct {
 	types.UserAuditable
 
 	ID           valuer.UUID      `json:"id"            required:"true"`
-	GroupID      valuer.UUID      `json:"groupId"       required:"true"`
+	GroupID      valuer.UUID      `json:"group_id"      required:"true"`
 	Name         string           `json:"name"          required:"true"`
 	FieldContext FieldContext     `json:"fieldContext"  required:"true"`
 	Config       SpanMapperConfig `json:"config"        required:"true"`
@@ -63,7 +63,7 @@ type SpanMapper struct {
 
 type PostableSpanMapper struct {
 	Name         string           `json:"name"          required:"true"`
-	FieldContext FieldContext     `json:"fieldContext"  required:"true"`
+	FieldContext FieldContext     `json:"fieldContext" required:"true"`
 	Config       SpanMapperConfig `json:"config"        required:"true"`
 	Enabled      bool             `json:"enabled"`
 }

tests/integration/tests/querierlogs/06_json_body.py

@@ -563,214 +563,6 @@ def test_logs_json_body_nested_keys(
     assert all(code == 200 for code in status_codes)
 
 
-def test_logs_json_body_array_membership(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_logs: Callable[[list[Logs]], None],
-) -> None:
-    """
-    Setup:
-    Insert logs with JSON bodies containing arrays
-
-    Tests:
-    1. Search by has(body.tags[*], "value") - string array
-    2. Search by has(body.ids[*], 123) - numeric array
-    3. Search by has(body.flags[*], true) - boolean array
-    """
-    now = datetime.now(tz=UTC)
-
-    log1_body = json.dumps(
-        {
-            "tags": ["production", "api", "critical"],
-            "ids": [100, 200, 300],
-            "flags": [True, False, True],
-            "users": [
-                {"name": "alice", "role": "admin"},
-                {"name": "bob", "role": "user"},
-            ],
-        }
-    )
-
-    log2_body = json.dumps(
-        {
-            "tags": ["staging", "api", "test"],
-            "ids": [200, 400, 500],
-            "flags": [False, False, True],
-            "users": [
-                {"name": "charlie", "role": "user"},
-                {"name": "david", "role": "admin"},
-            ],
-        }
-    )
-
-    log3_body = json.dumps(
-        {
-            "tags": ["production", "web", "important"],
-            "ids": [100, 600, 700],
-            "flags": [True, True, False],
-            "users": [
-                {"name": "alice", "role": "admin"},
-                {"name": "eve", "role": "user"},
-            ],
-        }
-    )
-
-    insert_logs(
-        [
-            Logs(
-                timestamp=now - timedelta(seconds=3),
-                resources={"service.name": "app-service"},
-                attributes={},
-                body=log1_body,
-                severity_text="INFO",
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=2),
-                resources={"service.name": "app-service"},
-                attributes={},
-                body=log2_body,
-                severity_text="INFO",
-            ),
-            Logs(
-                timestamp=now - timedelta(seconds=1),
-                resources={"service.name": "app-service"},
-                attributes={},
-                body=log3_body,
-                severity_text="INFO",
-            ),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    # Test 1: Search by has(body.tags[*], "production")
-    response = requests.post(
-        signoz.self.host_configs["8080"].get("/api/v5/query_range"),
-        timeout=2,
-        headers={"authorization": f"Bearer {token}"},
-        json={
-            "schemaVersion": "v1",
-            "start": int((now - timedelta(seconds=10)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "requestType": "raw",
-            "compositeQuery": {
-                "queries": [
-                    {
-                        "type": "builder_query",
-                        "spec": {
-                            "name": "A",
-                            "signal": "logs",
-                            "disabled": False,
-                            "limit": 100,
-                            "offset": 0,
-                            "filter": {"expression": 'has(body.tags[*], "production")'},
-                            "order": [
-                                {"key": {"name": "timestamp"}, "direction": "desc"},
-                            ],
-                            "aggregations": [{"expression": "count()"}],
-                        },
-                    }
-                ]
-            },
-            "formatOptions": {"formatTableResultForUI": False, "fillGaps": False},
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.json()["status"] == "success"
-    results = response.json()["data"]["data"]["results"]
-    assert len(results) == 1
-    rows = results[0]["rows"]
-    assert len(rows) == 2  # log1 and log3 have "production" in tags
-    tags_list = [json.loads(row["data"]["body"])["tags"] for row in rows]
-    assert all("production" in tags for tags in tags_list)
-
-    # Test 2: Search by has(body.ids[*], 200)
-    response = requests.post(
-        signoz.self.host_configs["8080"].get("/api/v5/query_range"),
-        timeout=2,
-        headers={"authorization": f"Bearer {token}"},
-        json={
-            "schemaVersion": "v1",
-            "start": int((now - timedelta(seconds=10)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "requestType": "raw",
-            "compositeQuery": {
-                "queries": [
-                    {
-                        "type": "builder_query",
-                        "spec": {
-                            "name": "A",
-                            "signal": "logs",
-                            "disabled": False,
-                            "limit": 100,
-                            "offset": 0,
-                            "filter": {"expression": "has(body.ids[*], 200)"},
-                            "order": [
-                                {"key": {"name": "timestamp"}, "direction": "desc"},
-                            ],
-                            "aggregations": [{"expression": "count()"}],
-                        },
-                    }
-                ]
-            },
-            "formatOptions": {"formatTableResultForUI": False, "fillGaps": False},
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.json()["status"] == "success"
-    results = response.json()["data"]["data"]["results"]
-    assert len(results) == 1
-    rows = results[0]["rows"]
-    assert len(rows) == 2  # log1 and log2 have 200 in ids
-    ids_list = [json.loads(row["data"]["body"])["ids"] for row in rows]
-    assert all(200 in ids for ids in ids_list)
-
-    # Test 3: Search by has(body.flags[*], true)
-    response = requests.post(
-        signoz.self.host_configs["8080"].get("/api/v5/query_range"),
-        timeout=2,
-        headers={"authorization": f"Bearer {token}"},
-        json={
-            "schemaVersion": "v1",
-            "start": int((now - timedelta(seconds=10)).timestamp() * 1000),
-            "end": int(now.timestamp() * 1000),
-            "requestType": "raw",
-            "compositeQuery": {
-                "queries": [
-                    {
-                        "type": "builder_query",
-                        "spec": {
-                            "name": "A",
-                            "signal": "logs",
-                            "disabled": False,
-                            "limit": 100,
-                            "offset": 0,
-                            "filter": {"expression": "has(body.flags[*], true)"},
-                            "order": [
-                                {"key": {"name": "timestamp"}, "direction": "desc"},
-                            ],
-                            "aggregations": [{"expression": "count()"}],
-                        },
-                    }
-                ]
-            },
-            "formatOptions": {"formatTableResultForUI": False, "fillGaps": False},
-        },
-    )
-
-    assert response.status_code == HTTPStatus.OK
-    assert response.json()["status"] == "success"
-    results = response.json()["data"]["data"]["results"]
-    assert len(results) == 1
-    rows = results[0]["rows"]
-    assert len(rows) == 3  # All logs have true in flags
-    flags_list = [json.loads(row["data"]["body"])["flags"] for row in rows]
-    assert all(True in flags for flags in flags_list)
-
-
 def test_logs_json_body_listing(
     signoz: types.SigNoz,
     create_user_admin: None,  # pylint: disable=unused-argument