feat(authz): add experimental transactions API

* refactor(quick-filters): extract checkbox value fetching into hook

* refactor(quick-filters): extract checkbox query algebra into pure module

* refactor(quick-filters): extract checkbox glue hooks

* refactor(quick-filters): split checkbox renderers into components

docs/api/openapi.yml

@@ -618,13 +618,6 @@ components:
         provider:
           $ref: '#/components/schemas/AuthtypesAuthNProvider'
       type: object
-    AuthtypesPatchableRole:
-      properties:
-        description:
-          type: string
-      required:
-      - description
-      type: object
     AuthtypesPostableAuthDomain:
       properties:
         config:
@@ -703,6 +696,36 @@ components:
         useRoleAttribute:
           type: boolean
       type: object
+    AuthtypesRoleWithTransactionGroups:
+      properties:
+        createdAt:
+          format: date-time
+          type: string
+        description:
+          type: string
+        id:
+          type: string
+        name:
+          type: string
+        orgId:
+          type: string
+        transactionGroups:
+          items:
+            $ref: '#/components/schemas/AuthtypesTransactionGroup'
+          type: array
+        type:
+          type: string
+        updatedAt:
+          format: date-time
+          type: string
+      required:
+      - id
+      - name
+      - description
+      - type
+      - orgId
+      - transactionGroups
+      type: object
     AuthtypesSamlConfig:
       properties:
         attributeMapping:
@@ -736,11 +759,37 @@ components:
       - relation
       - object
       type: object
+    AuthtypesTransactionGroup:
+      properties:
+        objectGroup:
+          $ref: '#/components/schemas/CoretypesObjectGroup'
+        relation:
+          $ref: '#/components/schemas/AuthtypesRelation'
+      required:
+      - relation
+      - objectGroup
+      type: object
     AuthtypesUpdatableAuthDomain:
       properties:
         config:
           $ref: '#/components/schemas/AuthtypesAuthDomainConfig'
       type: object
+    AuthtypesUpdatableRole:
+      properties:
+        description:
+          type: string
+      required:
+      - description
+      type: object
+    AuthtypesUpdatableTransactionGroups:
+      properties:
+        transactionGroups:
+          items:
+            $ref: '#/components/schemas/AuthtypesTransactionGroup'
+          type: array
+      required:
+      - transactionGroups
+      type: object
     AuthtypesUserRole:
       properties:
         createdAt:
@@ -11058,7 +11107,7 @@ paths:
               schema:
                 properties:
                   data:
-                    $ref: '#/components/schemas/AuthtypesRole'
+                    $ref: '#/components/schemas/AuthtypesRoleWithTransactionGroups'
                   status:
                     type: string
                 required:
@@ -11092,10 +11141,10 @@ paths:
       summary: Get role
       tags:
       - role
-    patch:
+    put:
       deprecated: false
-      description: This endpoint patches a role
-      operationId: PatchRole
+      description: This endpoint updates a role
+      operationId: UpdateRole
       parameters:
       - in: path
         name: id
@@ -11106,7 +11155,7 @@ paths:
         content:
           application/json:
             schema:
-              $ref: '#/components/schemas/AuthtypesPatchableRole'
+              $ref: '#/components/schemas/AuthtypesUpdatableRole'
       responses:
         "204":
           description: No Content
@@ -11151,7 +11200,7 @@ paths:
         - role:update
       - tokenizer:
         - role:update
-      summary: Patch role
+      summary: Update role
       tags:
       - role
   /api/v1/roles/{id}/relations/{relation}/objects:
@@ -11233,7 +11282,7 @@ paths:
       tags:
       - role
     patch:
-      deprecated: false
+      deprecated: true
       description: Patches the objects connected to the specified role via a given
         relation type
       operationId: PatchObjects
@@ -11306,6 +11355,76 @@ paths:
       summary: Patch objects for a role by relation
       tags:
       - role
+  /api/v1/roles/{id}/transactions:
+    put:
+      deprecated: false
+      description: This endpoint reconciles a role's permissions to exactly the given
+        transaction groups
+      operationId: UpdateRoleTransactions
+      parameters:
+      - in: path
+        name: id
+        required: true
+        schema:
+          type: string
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/AuthtypesUpdatableTransactionGroups'
+      responses:
+        "204":
+          description: No Content
+        "400":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Bad Request
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "404":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Found
+        "451":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unavailable For Legal Reasons
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+        "501":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Not Implemented
+      security:
+      - api_key:
+        - role:update
+      - tokenizer:
+        - role:update
+      summary: Update role transactions
+      tags:
+      - role
   /api/v1/route_policies:
     get:
       deprecated: false

ee/authz/openfgaauthz/provider.go

@@ -213,6 +213,30 @@ func (provider *provider) GetOrCreate(ctx context.Context, orgID valuer.UUID, ro
 	return role, nil
 }
 
+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, err := authtypes.NewTransactionGroupsFromTuples(tuples)
+	if err != nil {
+		return nil, err
+	}
+
+	return authtypes.MakeRoleWithTransactionGroups(role, transactionGroups), nil
+}
+
 func (provider *provider) GetObjects(ctx context.Context, orgID valuer.UUID, id valuer.UUID, relation authtypes.Relation) ([]*coretypes.Object, error) {
 	_, err := provider.licensing.GetActive(ctx, orgID)
 	if err != nil {
@@ -247,7 +271,36 @@ func (provider *provider) GetObjects(ctx context.Context, orgID valuer.UUID, id
 	return objects, nil
 }
 
-func (provider *provider) Patch(ctx context.Context, orgID valuer.UUID, role *authtypes.Role) error {
+func (provider *provider) UpdateTransactions(ctx context.Context, orgID valuer.UUID, id valuer.UUID, transactionGroups []*authtypes.TransactionGroup) 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())
+	}
+
+	role, err := provider.store.Get(ctx, orgID, id)
+	if err != nil {
+		return err
+	}
+
+	if err := role.ErrIfManaged(); err != nil {
+		return err
+	}
+
+	desiredTuples, err := authtypes.NewTuplesFromTransactionGroups(role.Name, orgID, transactionGroups)
+	if err != nil {
+		return err
+	}
+
+	currentTuples, err := provider.readAllTuplesForRole(ctx, role.Name, orgID)
+	if err != nil {
+		return err
+	}
+
+	additions, deletions := diffTuples(currentTuples, desiredTuples)
+	return provider.chunkedTuplesWrite(ctx, additions, deletions)
+}
+
+func (provider *provider) Update(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())
@@ -361,7 +414,7 @@ func (provider *provider) getManagedRoleTransactionTuples(orgID valuer.UUID) []*
 	return tuples
 }
 
-func (provider *provider) deleteTuples(ctx context.Context, roleName string, orgID valuer.UUID) error {
+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)
@@ -371,26 +424,76 @@ func (provider *provider) deleteTuples(ctx context.Context, roleName string, org
 			Object: objectType.StringValue() + ":",
 		})
 		if err != nil {
-			return err
+			return nil, err
 		}
 		tuples = append(tuples, typeTuples...)
 	}
 
-	if len(tuples) == 0 {
-		return nil
+	return tuples, nil
+}
+
+func (provider *provider) chunkedTuplesWrite(ctx context.Context, additions, deletions []*openfgav1.TupleKey) error {
+	maxTuplesPerWrite := provider.config.OpenFGA.MaxTuplesPerWrite
+
+	for idx := 0; idx < len(additions); idx += maxTuplesPerWrite {
+		end := idx + maxTuplesPerWrite
+		if end > len(additions) {
+			end = len(additions)
+		}
+		if err := provider.Write(ctx, additions[idx:end], nil); err != nil {
+			return err
+		}
 	}
 
-	for idx := 0; idx < len(tuples); idx += provider.config.OpenFGA.MaxTuplesPerWrite {
-		end := idx + provider.config.OpenFGA.MaxTuplesPerWrite
-		if end > len(tuples) {
-			end = len(tuples)
+	for idx := 0; idx < len(deletions); idx += maxTuplesPerWrite {
+		end := idx + maxTuplesPerWrite
+		if end > len(deletions) {
+			end = len(deletions)
 		}
-
-		err := provider.Write(ctx, nil, tuples[idx:end])
-		if err != nil {
+		if err := provider.Write(ctx, nil, deletions[idx:end]); err != nil {
 			return err
 		}
 	}
 
 	return nil
 }
+
+func diffTuples(current, desired []*openfgav1.TupleKey) (additions, deletions []*openfgav1.TupleKey) {
+	key := func(tuple *openfgav1.TupleKey) string {
+		return tuple.GetUser() + "|" + tuple.GetRelation() + "|" + tuple.GetObject()
+	}
+
+	currentKeys := make(map[string]struct{}, len(current))
+	for _, tuple := range current {
+		currentKeys[key(tuple)] = struct{}{}
+	}
+
+	desiredKeys := make(map[string]struct{}, len(desired))
+	for _, tuple := range desired {
+		desiredKeys[key(tuple)] = struct{}{}
+		if _, ok := currentKeys[key(tuple)]; !ok {
+			additions = append(additions, tuple)
+		}
+	}
+
+	for _, tuple := range current {
+		if _, ok := desiredKeys[key(tuple)]; !ok {
+			deletions = append(deletions, tuple)
+		}
+	}
+
+	return additions, deletions
+}
+
+func (provider *provider) deleteTuples(ctx context.Context, roleName string, orgID valuer.UUID) error {
+	tuples, err := provider.readAllTuplesForRole(ctx, roleName, orgID)
+	if err != nil {
+		return err
+	}
+
+	if len(tuples) == 0 {
+		return nil
+	}
+
+	return provider.chunkedTuplesWrite(ctx, nil, tuples)
+}

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

@@ -18,8 +18,9 @@ import type {
 } from 'react-query';
 
 import type {
-	AuthtypesPatchableRoleDTO,
 	AuthtypesPostableRoleDTO,
+	AuthtypesUpdatableRoleDTO,
+	AuthtypesUpdatableTransactionGroupsDTO,
 	CoretypesPatchableObjectsDTO,
 	CreateRole201,
 	DeleteRolePathParameters,
@@ -29,8 +30,9 @@ import type {
 	GetRolePathParameters,
 	ListRoles200,
 	PatchObjectsPathParameters,
-	PatchRolePathParameters,
 	RenderErrorResponseDTO,
+	UpdateRolePathParameters,
+	UpdateRoleTransactionsPathParameters,
 } from '../sigNoz.schemas';
 
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
@@ -364,46 +366,46 @@ export const invalidateGetRole = async (
 };
 
 /**
- * This endpoint patches a role
- * @summary Patch role
+ * This endpoint updates a role
+ * @summary Update role
  */
-export const patchRole = (
-	{ id }: PatchRolePathParameters,
-	authtypesPatchableRoleDTO?: BodyType<AuthtypesPatchableRoleDTO>,
+export const updateRole = (
+	{ id }: UpdateRolePathParameters,
+	authtypesUpdatableRoleDTO?: BodyType<AuthtypesUpdatableRoleDTO>,
 	signal?: AbortSignal,
 ) => {
 	return GeneratedAPIInstance<void>({
 		url: `/api/v1/roles/${id}`,
-		method: 'PATCH',
+		method: 'PUT',
 		headers: { 'Content-Type': 'application/json' },
-		data: authtypesPatchableRoleDTO,
+		data: authtypesUpdatableRoleDTO,
 		signal,
 	});
 };
 
-export const getPatchRoleMutationOptions = <
+export const getUpdateRoleMutationOptions = <
 	TError = ErrorType<RenderErrorResponseDTO>,
 	TContext = unknown,
 >(options?: {
 	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof patchRole>>,
+		Awaited<ReturnType<typeof updateRole>>,
 		TError,
 		{
-			pathParams: PatchRolePathParameters;
-			data?: BodyType<AuthtypesPatchableRoleDTO>;
+			pathParams: UpdateRolePathParameters;
+			data?: BodyType<AuthtypesUpdatableRoleDTO>;
 		},
 		TContext
 	>;
 }): UseMutationOptions<
-	Awaited<ReturnType<typeof patchRole>>,
+	Awaited<ReturnType<typeof updateRole>>,
 	TError,
 	{
-		pathParams: PatchRolePathParameters;
-		data?: BodyType<AuthtypesPatchableRoleDTO>;
+		pathParams: UpdateRolePathParameters;
+		data?: BodyType<AuthtypesUpdatableRoleDTO>;
 	},
 	TContext
 > => {
-	const mutationKey = ['patchRole'];
+	const mutationKey = ['updateRole'];
 	const { mutation: mutationOptions } = options
 		? options.mutation &&
 			'mutationKey' in options.mutation &&
@@ -413,54 +415,54 @@ export const getPatchRoleMutationOptions = <
 		: { mutation: { mutationKey } };
 
 	const mutationFn: MutationFunction<
-		Awaited<ReturnType<typeof patchRole>>,
+		Awaited<ReturnType<typeof updateRole>>,
 		{
-			pathParams: PatchRolePathParameters;
-			data?: BodyType<AuthtypesPatchableRoleDTO>;
+			pathParams: UpdateRolePathParameters;
+			data?: BodyType<AuthtypesUpdatableRoleDTO>;
 		}
 	> = (props) => {
 		const { pathParams, data } = props ?? {};
 
-		return patchRole(pathParams, data);
+		return updateRole(pathParams, data);
 	};
 
 	return { mutationFn, ...mutationOptions };
 };
 
-export type PatchRoleMutationResult = NonNullable<
-	Awaited<ReturnType<typeof patchRole>>
+export type UpdateRoleMutationResult = NonNullable<
+	Awaited<ReturnType<typeof updateRole>>
 >;
-export type PatchRoleMutationBody =
-	| BodyType<AuthtypesPatchableRoleDTO>
+export type UpdateRoleMutationBody =
+	| BodyType<AuthtypesUpdatableRoleDTO>
 	| undefined;
-export type PatchRoleMutationError = ErrorType<RenderErrorResponseDTO>;
+export type UpdateRoleMutationError = ErrorType<RenderErrorResponseDTO>;
 
 /**
- * @summary Patch role
+ * @summary Update role
  */
-export const usePatchRole = <
+export const useUpdateRole = <
 	TError = ErrorType<RenderErrorResponseDTO>,
 	TContext = unknown,
 >(options?: {
 	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof patchRole>>,
+		Awaited<ReturnType<typeof updateRole>>,
 		TError,
 		{
-			pathParams: PatchRolePathParameters;
-			data?: BodyType<AuthtypesPatchableRoleDTO>;
+			pathParams: UpdateRolePathParameters;
+			data?: BodyType<AuthtypesUpdatableRoleDTO>;
 		},
 		TContext
 	>;
 }): UseMutationResult<
-	Awaited<ReturnType<typeof patchRole>>,
+	Awaited<ReturnType<typeof updateRole>>,
 	TError,
 	{
-		pathParams: PatchRolePathParameters;
-		data?: BodyType<AuthtypesPatchableRoleDTO>;
+		pathParams: UpdateRolePathParameters;
+		data?: BodyType<AuthtypesUpdatableRoleDTO>;
 	},
 	TContext
 > => {
-	return useMutation(getPatchRoleMutationOptions(options));
+	return useMutation(getUpdateRoleMutationOptions(options));
 };
 /**
  * Gets all objects connected to the specified role via a given relation type
@@ -565,6 +567,7 @@ export const invalidateGetObjects = async (
 
 /**
  * Patches the objects connected to the specified role via a given relation type
+ * @deprecated
  * @summary Patch objects for a role by relation
  */
 export const patchObjects = (
@@ -636,6 +639,7 @@ export type PatchObjectsMutationBody =
 export type PatchObjectsMutationError = ErrorType<RenderErrorResponseDTO>;
 
 /**
+ * @deprecated
  * @summary Patch objects for a role by relation
  */
 export const usePatchObjects = <
@@ -662,3 +666,103 @@ export const usePatchObjects = <
 > => {
 	return useMutation(getPatchObjectsMutationOptions(options));
 };
+/**
+ * This endpoint reconciles a role's permissions to exactly the given transaction groups
+ * @summary Update role transactions
+ */
+export const updateRoleTransactions = (
+	{ id }: UpdateRoleTransactionsPathParameters,
+	authtypesUpdatableTransactionGroupsDTO?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<void>({
+		url: `/api/v1/roles/${id}/transactions`,
+		method: 'PUT',
+		headers: { 'Content-Type': 'application/json' },
+		data: authtypesUpdatableTransactionGroupsDTO,
+		signal,
+	});
+};
+
+export const getUpdateRoleTransactionsMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateRoleTransactions>>,
+		TError,
+		{
+			pathParams: UpdateRoleTransactionsPathParameters;
+			data?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>;
+		},
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof updateRoleTransactions>>,
+	TError,
+	{
+		pathParams: UpdateRoleTransactionsPathParameters;
+		data?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>;
+	},
+	TContext
+> => {
+	const mutationKey = ['updateRoleTransactions'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof updateRoleTransactions>>,
+		{
+			pathParams: UpdateRoleTransactionsPathParameters;
+			data?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>;
+		}
+	> = (props) => {
+		const { pathParams, data } = props ?? {};
+
+		return updateRoleTransactions(pathParams, data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type UpdateRoleTransactionsMutationResult = NonNullable<
+	Awaited<ReturnType<typeof updateRoleTransactions>>
+>;
+export type UpdateRoleTransactionsMutationBody =
+	| BodyType<AuthtypesUpdatableTransactionGroupsDTO>
+	| undefined;
+export type UpdateRoleTransactionsMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Update role transactions
+ */
+export const useUpdateRoleTransactions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateRoleTransactions>>,
+		TError,
+		{
+			pathParams: UpdateRoleTransactionsPathParameters;
+			data?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>;
+		},
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof updateRoleTransactions>>,
+	TError,
+	{
+		pathParams: UpdateRoleTransactionsPathParameters;
+		data?: BodyType<AuthtypesUpdatableTransactionGroupsDTO>;
+	},
+	TContext
+> => {
+	return useMutation(getUpdateRoleTransactionsMutationOptions(options));
+};

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

@@ -2194,13 +2194,6 @@ export interface AuthtypesOrgSessionContextDTO {
 	warning?: ErrorsJSONDTO;
 }
 
-export interface AuthtypesPatchableRoleDTO {
-	/**
-	 * @type string
-	 */
-	description: string;
-}
-
 export interface AuthtypesPostableAuthDomainDTO {
 	config?: AuthtypesAuthDomainConfigDTO;
 	/**
@@ -2275,6 +2268,56 @@ export interface AuthtypesRoleDTO {
 	updatedAt?: string;
 }
 
+export interface CoretypesObjectGroupDTO {
+	resource: CoretypesResourceRefDTO;
+	/**
+	 * @type array
+	 */
+	selectors: string[];
+}
+
+export interface AuthtypesTransactionGroupDTO {
+	objectGroup: CoretypesObjectGroupDTO;
+	relation: AuthtypesRelationDTO;
+}
+
+export interface AuthtypesRoleWithTransactionGroupsDTO {
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	description: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 */
+	orgId: string;
+	/**
+	 * @type array
+	 */
+	transactionGroups: AuthtypesTransactionGroupDTO[];
+	/**
+	 * @type string
+	 */
+	type: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+}
+
 export interface AuthtypesSessionContextDTO {
 	/**
 	 * @type boolean
@@ -2295,6 +2338,20 @@ export interface AuthtypesUpdatableAuthDomainDTO {
 	config?: AuthtypesAuthDomainConfigDTO;
 }
 
+export interface AuthtypesUpdatableRoleDTO {
+	/**
+	 * @type string
+	 */
+	description: string;
+}
+
+export interface AuthtypesUpdatableTransactionGroupsDTO {
+	/**
+	 * @type array
+	 */
+	transactionGroups: AuthtypesTransactionGroupDTO[];
+}
+
 export interface AuthtypesUserRoleDTO {
 	/**
 	 * @type string
@@ -3065,14 +3122,6 @@ export interface CommonJSONRefDTO {
 	$ref?: string;
 }
 
-export interface CoretypesObjectGroupDTO {
-	resource: CoretypesResourceRefDTO;
-	/**
-	 * @type array
-	 */
-	selectors: string[];
-}
-
 export interface CoretypesPatchableObjectsDTO {
 	/**
 	 * @type array,null
@@ -9559,14 +9608,14 @@ export type GetRolePathParameters = {
 	id: string;
 };
 export type GetRole200 = {
-	data: AuthtypesRoleDTO;
+	data: AuthtypesRoleWithTransactionGroupsDTO;
 	/**
 	 * @type string
 	 */
 	status: string;
 };
 
-export type PatchRolePathParameters = {
+export type UpdateRolePathParameters = {
 	id: string;
 };
 export type GetObjectsPathParameters = {
@@ -9588,6 +9637,9 @@ export type PatchObjectsPathParameters = {
 	id: string;
 	relation: string;
 };
+export type UpdateRoleTransactionsPathParameters = {
+	id: string;
+};
 export type GetAllRoutePolicies200 = {
 	/**
 	 * @type array

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

@@ -10,7 +10,7 @@ import {
 	invalidateGetRole,
 	invalidateListRoles,
 	useCreateRole,
-	usePatchRole,
+	useUpdateRole,
 } from 'api/generated/services/role';
 import {
 	AuthtypesPostableRoleDTO,
@@ -98,7 +98,7 @@ function CreateRoleModal({
 		},
 	});
 
-	const { mutate: patchRole, isLoading: isPatching } = usePatchRole({
+	const { mutate: patchRole, isLoading: isPatching } = useUpdateRole({
 		mutation: {
 			onSuccess: () => handleSuccess('Role updated successfully'),
 			onError: handleError,

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

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

pkg/apiserver/signozapiserver/role.go

@@ -73,7 +73,7 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 			Description:         "This endpoint gets a role",
 			Request:             nil,
 			RequestContentType:  "",
-			Response:            new(authtypes.Role),
+			Response:            new(authtypes.RoleWithTransactionGroups),
 			ResponseContentType: "application/json",
 			SuccessStatusCode:   http.StatusOK,
 			ErrorStatusCodes:    []int{},
@@ -91,6 +91,60 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 		return err
 	}
 
+	if err := router.Handle("/api/v1/roles/{id}/transactions", handler.New(
+		provider.authzMiddleware.CheckResources(provider.authzHandler.UpdateTransactions, authtypes.SigNozAdminRoleName),
+		handler.OpenAPIDef{
+			ID:                  "UpdateRoleTransactions",
+			Tags:                []string{"role"},
+			Summary:             "Update role transactions",
+			Description:         "This endpoint reconciles a role's permissions to exactly the given transaction groups",
+			Request:             new(authtypes.UpdatableTransactionGroups),
+			RequestContentType:  "",
+			Response:            nil,
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusNoContent,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
+			Deprecated:          false,
+			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbUpdate)}),
+		},
+		handler.WithResourceDefs(handler.BasicResourceDef{
+			Resource: coretypes.ResourceRole,
+			Verb:     coretypes.VerbUpdate,
+			Category: coretypes.ActionCategoryAccessControl,
+			ID:       coretypes.PathParam("id"),
+			Selector: provider.roleSelector,
+		}),
+	)).Methods(http.MethodPut).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v1/roles/{id}", handler.New(
+		provider.authzMiddleware.CheckResources(provider.authzHandler.Delete, authtypes.SigNozAdminRoleName),
+		handler.OpenAPIDef{
+			ID:                  "DeleteRole",
+			Tags:                []string{"role"},
+			Summary:             "Delete role",
+			Description:         "This endpoint deletes a role",
+			Request:             nil,
+			RequestContentType:  "",
+			Response:            nil,
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusNoContent,
+			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
+			Deprecated:          false,
+			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbDelete)}),
+		},
+		handler.WithResourceDefs(handler.BasicResourceDef{
+			Resource: coretypes.ResourceRole,
+			Verb:     coretypes.VerbDelete,
+			Category: coretypes.ActionCategoryAccessControl,
+			ID:       coretypes.PathParam("id"),
+			Selector: provider.roleSelector,
+		}),
+	)).Methods(http.MethodDelete).GetError(); err != nil {
+		return err
+	}
+
 	if err := router.Handle("/api/v1/roles/{id}/relations/{relation}/objects", handler.New(
 		provider.authzMiddleware.CheckResources(provider.authzHandler.GetObjects, authtypes.SigNozAdminRoleName),
 		handler.OpenAPIDef{
@@ -119,13 +173,13 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 	}
 
 	if err := router.Handle("/api/v1/roles/{id}", handler.New(
-		provider.authzMiddleware.CheckResources(provider.authzHandler.Patch, authtypes.SigNozAdminRoleName),
+		provider.authzMiddleware.CheckResources(provider.authzHandler.Update, authtypes.SigNozAdminRoleName),
 		handler.OpenAPIDef{
-			ID:                  "PatchRole",
+			ID:                  "UpdateRole",
 			Tags:                []string{"role"},
-			Summary:             "Patch role",
-			Description:         "This endpoint patches a role",
-			Request:             new(authtypes.PatchableRole),
+			Summary:             "Update role",
+			Description:         "This endpoint updates a role",
+			Request:             new(authtypes.UpdatableRole),
 			RequestContentType:  "",
 			Response:            nil,
 			ResponseContentType: "application/json",
@@ -141,7 +195,7 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 			ID:       coretypes.PathParam("id"),
 			Selector: provider.roleSelector,
 		}),
-	)).Methods(http.MethodPatch).GetError(); err != nil {
+	)).Methods(http.MethodPut).GetError(); err != nil {
 		return err
 	}
 
@@ -158,7 +212,7 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 			ResponseContentType: "application/json",
 			SuccessStatusCode:   http.StatusNoContent,
 			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusBadRequest, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
-			Deprecated:          false,
+			Deprecated:          true,
 			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbUpdate)}),
 		},
 		handler.WithResourceDefs(handler.BasicResourceDef{
@@ -172,32 +226,5 @@ func (provider *provider) addRoleRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v1/roles/{id}", handler.New(
-		provider.authzMiddleware.CheckResources(provider.authzHandler.Delete, authtypes.SigNozAdminRoleName),
-		handler.OpenAPIDef{
-			ID:                  "DeleteRole",
-			Tags:                []string{"role"},
-			Summary:             "Delete role",
-			Description:         "This endpoint deletes a role",
-			Request:             nil,
-			RequestContentType:  "",
-			Response:            nil,
-			ResponseContentType: "application/json",
-			SuccessStatusCode:   http.StatusNoContent,
-			ErrorStatusCodes:    []int{http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons},
-			Deprecated:          false,
-			SecuritySchemes:     newScopedSecuritySchemes([]string{coretypes.ResourceRole.Scope(coretypes.VerbDelete)}),
-		},
-		handler.WithResourceDefs(handler.BasicResourceDef{
-			Resource: coretypes.ResourceRole,
-			Verb:     coretypes.VerbDelete,
-			Category: coretypes.ActionCategoryAccessControl,
-			ID:       coretypes.PathParam("id"),
-			Selector: provider.roleSelector,
-		}),
-	)).Methods(http.MethodDelete).GetError(); err != nil {
-		return err
-	}
-
 	return nil
 }

pkg/authz/authz.go

@@ -30,30 +30,21 @@ 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)
-
-	// Creates the role.
+	// Creates the role (metadata only; transactions are set via PutTransactions).
 	Create(context.Context, valuer.UUID, *authtypes.Role) error
 
+	// PutTransactions reconciles a role's authz tuples to exactly the given transaction groups.
+	UpdateTransactions(context.Context, valuer.UUID, valuer.UUID, []*authtypes.TransactionGroup) error
+
 	// Gets the role if it exists or creates one.
 	GetOrCreate(context.Context, valuer.UUID, *authtypes.Role) (*authtypes.Role, error)
 
-	// Gets the objects associated with the given role and relation.
-	GetObjects(context.Context, valuer.UUID, valuer.UUID, authtypes.Relation) ([]*coretypes.Object, error)
-
-	// Patches the role.
-	Patch(context.Context, valuer.UUID, *authtypes.Role) error
-
-	// Patches the objects in authorization server associated with the given role and relation
-	PatchObjects(context.Context, valuer.UUID, string, authtypes.Relation, []*coretypes.Object, []*coretypes.Object) error
-
-	// Deletes the role and tuples in authorization server.
-	Delete(context.Context, valuer.UUID, valuer.UUID) error
-
 	// 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)
 
@@ -66,6 +57,9 @@ type AuthZ interface {
 	//  Lists all the roles for the organization filtered by ids
 	ListByOrgIDAndIDs(context.Context, valuer.UUID, []valuer.UUID) ([]*authtypes.Role, error)
 
+	// Deletes the role and tuples in authorization server.
+	Delete(context.Context, valuer.UUID, valuer.UUID) error
+
 	// Grants a role to the subject based on role name.
 	Grant(context.Context, valuer.UUID, []string, string) error
 
@@ -83,6 +77,18 @@ type AuthZ interface {
 
 	// ReadTuples reads tuples from the authorization server matching the given tuple key filter.
 	ReadTuples(context.Context, *openfgav1.ReadRequestTupleKey) ([]*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)
+
+	// Updates the role metadata.
+	Update(context.Context, valuer.UUID, *authtypes.Role) error
+
+	// Patches the objects in authorization server associated with the given role and relation
+	PatchObjects(context.Context, valuer.UUID, string, authtypes.Relation, []*coretypes.Object, []*coretypes.Object) error
+
+	// Gets the objects associated with the given role and relation.
+	GetObjects(context.Context, valuer.UUID, valuer.UUID, authtypes.Relation) ([]*coretypes.Object, error)
 }
 
 // OnBeforeRoleDelete is a callback invoked before a role is deleted.
@@ -93,15 +99,17 @@ type Handler interface {
 
 	Get(http.ResponseWriter, *http.Request)
 
-	GetObjects(http.ResponseWriter, *http.Request)
-
 	List(http.ResponseWriter, *http.Request)
 
-	Patch(http.ResponseWriter, *http.Request)
+	UpdateTransactions(http.ResponseWriter, *http.Request)
 
-	PatchObjects(http.ResponseWriter, *http.Request)
+	Delete(http.ResponseWriter, *http.Request)
 
 	Check(http.ResponseWriter, *http.Request)
 
-	Delete(http.ResponseWriter, *http.Request)
+	GetObjects(http.ResponseWriter, *http.Request)
+
+	Update(http.ResponseWriter, *http.Request)
+
+	PatchObjects(http.ResponseWriter, *http.Request)
 }

pkg/authz/openfgaauthz/provider.go

@@ -83,6 +83,15 @@ 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) {
+	role, err := provider.store.Get(ctx, orgID, id)
+	if err != nil {
+		return nil, err
+	}
+
+	return &authtypes.RoleWithTransactionGroups{Role: role, TransactionGroups: nil}, nil
+}
+
 func (provider *provider) GetByOrgIDAndName(ctx context.Context, orgID valuer.UUID, name string) (*authtypes.Role, error) {
 	return provider.store.GetByOrgIDAndName(ctx, orgID, name)
 }
@@ -180,7 +189,11 @@ func (provider *provider) GetObjects(ctx context.Context, orgID valuer.UUID, id
 	return nil, errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
 }
 
-func (provider *provider) Patch(_ context.Context, _ valuer.UUID, _ *authtypes.Role) error {
+func (provider *provider) UpdateTransactions(_ context.Context, _ valuer.UUID, _ valuer.UUID, _ []*authtypes.TransactionGroup) error {
+	return errors.Newf(errors.TypeUnsupported, authtypes.ErrCodeRoleUnsupported, "not implemented")
+}
+
+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

@@ -65,53 +65,13 @@ func (handler *handler) Get(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), roleID)
+	roleWithTransactionGroups, err := handler.authz.GetWithTransactionGroups(ctx, valuer.MustNewUUID(claims.OrgID), roleID)
 	if err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	render.Success(rw, http.StatusOK, role)
-}
-
-func (handler *handler) GetObjects(rw http.ResponseWriter, r *http.Request) {
-	ctx := r.Context()
-	claims, err := authtypes.ClaimsFromContext(ctx)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	id, ok := mux.Vars(r)["id"]
-	if !ok {
-		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "id is missing from the request"))
-		return
-	}
-	roleID, err := valuer.NewUUID(id)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	relationStr, ok := mux.Vars(r)["relation"]
-	if !ok {
-		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "relation is missing from the request"))
-		return
-	}
-
-	relation, err := coretypes.NewVerb(relationStr)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	objects, err := handler.authz.GetObjects(ctx, valuer.MustNewUUID(claims.OrgID), roleID, authtypes.Relation{Verb: relation})
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	render.Success(rw, http.StatusOK, coretypes.NewObjectGroupsFromObjects(objects))
+	render.Success(rw, http.StatusOK, roleWithTransactionGroups)
 }
 
 func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
@@ -131,7 +91,7 @@ func (handler *handler) List(rw http.ResponseWriter, r *http.Request) {
 	render.Success(rw, http.StatusOK, roles)
 }
 
-func (handler *handler) Patch(rw http.ResponseWriter, r *http.Request) {
+func (handler *handler) UpdateTransactions(rw http.ResponseWriter, r *http.Request) {
 	ctx := r.Context()
 	claims, err := authtypes.ClaimsFromContext(ctx)
 	if err != nil {
@@ -145,77 +105,13 @@ func (handler *handler) Patch(rw http.ResponseWriter, r *http.Request) {
 		return
 	}
 
-	req := new(authtypes.PatchableRole)
+	req := new(authtypes.UpdatableTransactionGroups)
 	if err := binding.JSON.BindBody(r.Body, req); err != nil {
 		render.Error(rw, err)
 		return
 	}
 
-	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	err = role.PatchMetadata(req.Description)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	err = handler.authz.Patch(ctx, valuer.MustNewUUID(claims.OrgID), role)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	render.Success(rw, http.StatusNoContent, nil)
-}
-
-func (handler *handler) PatchObjects(rw http.ResponseWriter, r *http.Request) {
-	ctx := r.Context()
-	claims, err := authtypes.ClaimsFromContext(ctx)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	id, err := valuer.NewUUID(mux.Vars(r)["id"])
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	relation, err := coretypes.NewVerb(mux.Vars(r)["relation"])
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	if err := role.ErrIfManaged(); err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	req := new(coretypes.PatchableObjects)
-	if err := binding.JSON.BindBody(r.Body, req); err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	additions, deletions, err := coretypes.NewPatchableObjects(req.Additions, req.Deletions, relation)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	err = handler.authz.PatchObjects(ctx, valuer.MustNewUUID(claims.OrgID), role.Name, authtypes.Relation{Verb: relation}, additions, deletions)
+	err = handler.authz.UpdateTransactions(ctx, valuer.MustNewUUID(claims.OrgID), id, req.TransactionGroups)
 	if err != nil {
 		render.Error(rw, err)
 		return
@@ -276,3 +172,136 @@ func (handler *handler) Check(rw http.ResponseWriter, r *http.Request) {
 
 	render.Success(rw, http.StatusOK, authtypes.NewGettableTransaction(results))
 }
+
+func (handler *handler) GetObjects(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, ok := mux.Vars(r)["id"]
+	if !ok {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "id is missing from the request"))
+		return
+	}
+	roleID, err := valuer.NewUUID(id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	relationStr, ok := mux.Vars(r)["relation"]
+	if !ok {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, authtypes.ErrCodeRoleInvalidInput, "relation is missing from the request"))
+		return
+	}
+
+	relation, err := coretypes.NewVerb(relationStr)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	objects, err := handler.authz.GetObjects(ctx, valuer.MustNewUUID(claims.OrgID), roleID, authtypes.Relation{Verb: relation})
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, coretypes.NewObjectGroupsFromObjects(objects))
+}
+
+func (handler *handler) Update(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	req := new(authtypes.UpdatableRole)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = role.Update(req.Description)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = handler.authz.Update(ctx, valuer.MustNewUUID(claims.OrgID), role)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusNoContent, nil)
+}
+
+func (handler *handler) PatchObjects(rw http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	relation, err := coretypes.NewVerb(mux.Vars(r)["relation"])
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	role, err := handler.authz.Get(ctx, valuer.MustNewUUID(claims.OrgID), id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	if err := role.ErrIfManaged(); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	req := new(coretypes.PatchableObjects)
+	if err := binding.JSON.BindBody(r.Body, req); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	additions, deletions, err := coretypes.NewPatchableObjects(req.Additions, req.Deletions, relation)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	err = handler.authz.PatchObjects(ctx, valuer.MustNewUUID(claims.OrgID), role.Name, authtypes.Relation{Verb: relation}, additions, deletions)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusNoContent, nil)
+}

pkg/querier/querier.go

@@ -119,11 +119,7 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 	queries := make(map[string]qbtypes.Query)
 	steps := make(map[string]qbtypes.Step)
 
-	// Resolve metric metadata once per request: patches each metric-aggregation
-	// query's spec in place, returns the queries whose every aggregation was
-	// missing (used for preseeded empty results), and any dormant-metric
-	// warning string. NotFound errors for never-seen metrics are propagated.
-	missingMetricQueries, dormantMetricsWarningMsg, err := q.resolveMetricMetadata(ctx, req.CompositeQuery.Queries, req.Start, req.End)
+	missingMetricQueries, metricWarnings, err := q.resolveMetricMetadata(ctx, req.CompositeQuery.Queries, req.Start, req.End)
 	if err != nil {
 		return nil, err
 	}
@@ -240,13 +236,15 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 				}
 			}
 		}
-		if dormantMetricsWarningMsg != "" {
+		if len(metricWarnings) > 0 {
 			if qbResp.Warning == nil {
 				qbResp.Warning = &qbtypes.QueryWarnData{}
 			}
-			qbResp.Warning.Warnings = append(qbResp.Warning.Warnings, qbtypes.QueryWarnDataAdditional{
-				Message: dormantMetricsWarningMsg,
-			})
+			for _, w := range metricWarnings {
+				qbResp.Warning.Warnings = append(qbResp.Warning.Warnings, qbtypes.QueryWarnDataAdditional{
+					Message: w,
+				})
+			}
 		}
 	}
 	return qbResp, qbErr
@@ -302,12 +300,11 @@ func (q *querier) populateQBEvent(event *qbtypes.QBEvent, queries []qbtypes.Quer
 //   - missingMetricQueries: names of queries whose every aggregation was
 //     missing. Used downstream to preseed empty result placeholders so the
 //     response still has an entry per requested query name.
-//   - dormantWarning: a human-readable warning describing metrics that exist in
-//     the store but produced no data within the query window. Empty when no
-//     such metrics are present.
-//   - err: NotFound when one or more referenced metrics have never been seen,
-//     or Internal when a metadata fetch fails.
-func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.QueryEnvelope, start, end uint64) (missingMetricQueries []string, dormantWarning string, err error) {
+//   - metricWarnings: human-readable warnings for metrics that could not be
+//     resolved: never-seen metrics and dormant metrics (seen but no data in
+//     the query window).
+//   - err: Internal when a metadata fetch fails.
+func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.QueryEnvelope, start, end uint64) (missingMetricQueries []string, metricWarnings []string, err error) {
 	metricNames := make([]string, 0)
 	for idx := range queries {
 		if queries[idx].Type != qbtypes.QueryTypeBuilder {
@@ -325,13 +322,13 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 	}
 
 	if len(metricNames) == 0 {
-		return nil, "", nil
+		return nil, nil, nil
 	}
 
 	metricTemporality, metricTypes, err := q.metadataStore.FetchTemporalityAndTypeMulti(ctx, start, end, metricNames...)
 	if err != nil {
 		q.logger.WarnContext(ctx, "failed to fetch metric temporality", errors.Attr(err), slog.Any("metrics", metricNames))
-		return nil, "", errors.NewInternalf(errors.CodeInternal, "failed to fetch metrics temporality")
+		return nil, nil, errors.NewInternalf(errors.CodeInternal, "failed to fetch metrics temporality")
 	}
 	q.logger.DebugContext(ctx, "fetched metric temporalities and types", slog.Any("metric_temporality", metricTemporality), slog.Any("metric_types", metricTypes))
 
@@ -363,7 +360,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 			}
 			// Type is resolved now; validate aggregation compatibility against it.
 			if err := spec.Aggregations[i].ValidateForType(); err != nil {
-				return nil, "", err
+				return nil, nil, err
 			}
 			presentAggregations = append(presentAggregations, spec.Aggregations[i])
 		}
@@ -376,7 +373,7 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 	}
 
 	if len(missingMetrics) == 0 {
-		return missingMetricQueries, "", nil
+		return missingMetricQueries, nil, nil
 	}
 
 	isInternalMetric := func(n string) bool { return strings.HasPrefix(n, "signoz.") || strings.HasPrefix(n, "signoz_") }
@@ -387,29 +384,33 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 		}
 	}
 	if len(externalMissingMetrics) == 0 {
-		// this means all missing metrics are internal, and since internal metrics
-		// aren't user-controlled, skip errors/warnings for them since users can't act on them
-		return missingMetricQueries, "", nil
+		return missingMetricQueries, nil, nil
 	}
 
-	// Classify each missing metric: never-seen → NotFound error; seen-but-no-
-	// data-in-window → dormant warning.
+	// Classify each missing metric: never-seen -> warning with empty result;
+	// seen-but-no-data-in-window -> dormant warning.
 	lastSeenInfo, _ := q.metadataStore.FetchLastSeenInfoMulti(ctx, externalMissingMetrics...)
-	nonExistentMetrics := []string{}
+	var nonExistentMetrics []string
+	var dormantMetrics []string
 	for _, name := range externalMissingMetrics {
 		if ts, ok := lastSeenInfo[name]; ok && ts > 0 {
+			dormantMetrics = append(dormantMetrics, name)
 			continue
 		}
 		nonExistentMetrics = append(nonExistentMetrics, name)
 	}
+
+	var warnings []string
+
+	// Never-seen metrics: the query already gets a preseeded empty result
+	// via the aggregation-dropping path above; we just attach a warning.
 	if len(nonExistentMetrics) == 1 {
-		return nil, "", errors.NewNotFoundf(errors.CodeNotFound, "could not find the metric %s", nonExistentMetrics[0])
-	}
-	if len(nonExistentMetrics) > 1 {
-		return nil, "", errors.NewNotFoundf(errors.CodeNotFound, "the following metrics were not found: %s", strings.Join(nonExistentMetrics, ", "))
+		warnings = append(warnings, fmt.Sprintf("metric %s has never been received. Check the metric name and instrumentation", nonExistentMetrics[0]))
+	} else if len(nonExistentMetrics) > 1 {
+		warnings = append(warnings, fmt.Sprintf("the following metrics have never been received. Check the metric names and instrumentation: %s", strings.Join(nonExistentMetrics, ", ")))
 	}
 
-	// All missing metrics are dormant — assemble the warning string.
+	// Dormant metrics: seen before but no data in the query window.
 	lastSeenStr := func(name string) string {
 		if ts, ok := lastSeenInfo[name]; ok && ts > 0 {
 			ago := humanize.RelTime(time.UnixMilli(ts), time.Now(), "ago", "from now")
@@ -417,16 +418,16 @@ func (q *querier) resolveMetricMetadata(ctx context.Context, queries []qbtypes.Q
 		}
 		return name
 	}
-	if len(externalMissingMetrics) == 1 {
-		dormantWarning = fmt.Sprintf("no data found for the metric %s in the query time range", lastSeenStr(missingMetrics[0]))
-	} else {
-		parts := make([]string, len(externalMissingMetrics))
-		for i, m := range externalMissingMetrics {
+	if len(dormantMetrics) == 1 {
+		warnings = append(warnings, fmt.Sprintf("no data found for the metric %s in the query time range", lastSeenStr(dormantMetrics[0])))
+	} else if len(dormantMetrics) > 1 {
+		parts := make([]string, len(dormantMetrics))
+		for i, m := range dormantMetrics {
 			parts[i] = lastSeenStr(m)
 		}
-		dormantWarning = fmt.Sprintf("no data found for the following metrics in the query time range: %s", strings.Join(parts, ", "))
+		warnings = append(warnings, fmt.Sprintf("no data found for the following metrics in the query time range: %s", strings.Join(parts, ", ")))
 	}
-	return missingMetricQueries, dormantWarning, nil
+	return missingMetricQueries, warnings, nil
 }
 
 func (q *querier) QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qbtypes.QueryRangeRequest, client *qbtypes.RawStream) {

pkg/querier/querier_test.go

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

pkg/telemetrymetrics/statement_builder.go

@@ -101,9 +101,29 @@ func (b *MetricQueryStatementBuilder) Build(
 		return nil, err
 	}
 
+	var pairFallbackWarnings []string
+	for _, sel := range keySelectors {
+		if _, ok := keys[sel.Name]; !ok {
+			keys[sel.Name] = []*telemetrytypes.TelemetryFieldKey{{
+				Name:          sel.Name,
+				FieldContext:  telemetrytypes.FieldContextAttribute,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+				Signal:        telemetrytypes.SignalMetrics,
+			}}
+			pairFallbackWarnings = append(pairFallbackWarnings,
+				fmt.Sprintf("key `%s` not found on metric %s", sel.Name, query.Aggregations[0].MetricName),
+			)
+		}
+	}
+
 	start, end = querybuilder.AdjustedMetricTimeRange(start, end, uint64(query.StepInterval.Seconds()), query)
 
-	return b.buildPipelineStatement(ctx, start, end, query, keys, variables)
+	stmt, err := b.buildPipelineStatement(ctx, start, end, query, keys, variables)
+	if err != nil {
+		return nil, err
+	}
+	stmt.Warnings = append(stmt.Warnings, pairFallbackWarnings...)
+	return stmt, nil
 }
 
 func (b *MetricQueryStatementBuilder) buildPipelineStatement(

pkg/telemetrymetrics/stmt_builder_test.go

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

pkg/types/authtypes/role.go

@@ -72,12 +72,17 @@ type Role struct {
 	OrgID       valuer.UUID   `bun:"org_id,type:string" json:"orgId" required:"true"`
 }
 
+type RoleWithTransactionGroups struct {
+	*Role
+	TransactionGroups []*TransactionGroup `json:"transactionGroups" required:"true" nullable:"false"`
+}
+
 type PostableRole struct {
 	Name        string `json:"name" required:"true"`
 	Description string `json:"description"`
 }
 
-type PatchableRole struct {
+type UpdatableRole struct {
 	Description string `json:"description" required:"true"`
 }
 
@@ -97,6 +102,13 @@ func NewRole(name, description string, roleType valuer.String, orgID valuer.UUID
 	}
 }
 
+func MakeRoleWithTransactionGroups(role *Role, transactionGroups []*TransactionGroup) *RoleWithTransactionGroups {
+	return &RoleWithTransactionGroups{
+		Role:              role,
+		TransactionGroups: transactionGroups,
+	}
+}
+
 func NewManagedRoles(orgID valuer.UUID) []*Role {
 	return []*Role{
 		NewRole(SigNozAdminRoleName, SigNozAdminRoleDescription, RoleTypeManaged, orgID),
@@ -107,7 +119,7 @@ func NewManagedRoles(orgID valuer.UUID) []*Role {
 
 }
 
-func (role *Role) PatchMetadata(description string) error {
+func (role *Role) Update(description string) error {
 	err := role.ErrIfManaged()
 	if err != nil {
 		return err
@@ -127,46 +139,42 @@ func (role *Role) ErrIfManaged() error {
 }
 
 func (role *PostableRole) UnmarshalJSON(data []byte) error {
-	type shadowPostableRole struct {
-		Name        string `json:"name"`
-		Description string `json:"description"`
-	}
+	type Alias PostableRole
+	var temp Alias
 
-	var shadowRole shadowPostableRole
-	if err := json.Unmarshal(data, &shadowRole); err != nil {
+	if err := json.Unmarshal(data, &temp); err != nil {
 		return err
 	}
 
-	if shadowRole.Name == "" {
+	if temp.Name == "" {
 		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "name is missing from the request")
 	}
 
-	if match := roleNameRegex.MatchString(shadowRole.Name); !match {
+	if match := roleNameRegex.MatchString(temp.Name); !match {
 		return errors.New(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "name must contain only lowercase letters (a-z) and hyphens (-), and be at most 50 characters long.")
 	}
 
-	if strings.HasPrefix(shadowRole.Name, managedRolePrefix) {
+	if strings.HasPrefix(temp.Name, managedRolePrefix) {
 		return errors.Newf(errors.TypeInvalidInput, ErrCodeRoleInvalidInput, "role name cannot start with %q as it is reserved for SigNoz managed roles.", managedRolePrefix)
 	}
 
-	role.Name = shadowRole.Name
-	role.Description = shadowRole.Description
-
+	role.Name = temp.Name
+	role.Description = temp.Description
 	return nil
 }
 
-func (role *PatchableRole) UnmarshalJSON(data []byte) error {
-	type shadowPatchableRole struct {
+func (role *UpdatableRole) UnmarshalJSON(data []byte) error {
+	type shadowUpdatableRole struct {
 		Description string `json:"description"`
 	}
 
-	var shadowRole shadowPatchableRole
+	var shadowRole shadowUpdatableRole
 	if err := json.Unmarshal(data, &shadowRole); err != nil {
 		return err
 	}
 
 	if shadowRole.Description == "" {
-		return errors.New(errors.TypeInvalidInput, ErrCodeRoleEmptyPatch, "empty role patch request received, description must be present")
+		return errors.New(errors.TypeInvalidInput, ErrCodeRoleEmptyPatch, "description must be present")
 	}
 
 	role.Description = shadowRole.Description

pkg/types/authtypes/transaction.go

@@ -13,12 +13,21 @@ type Transaction struct {
 	Object   coretypes.Object `json:"object" required:"true"`
 }
 
+type TransactionGroup struct {
+	Relation    Relation              `json:"relation" required:"true"`
+	ObjectGroup coretypes.ObjectGroup `json:"objectGroup" required:"true"`
+}
+
 type GettableTransaction struct {
 	Relation   Relation         `json:"relation" required:"true"`
 	Object     coretypes.Object `json:"object" required:"true"`
 	Authorized bool             `json:"authorized" required:"true"`
 }
 
+type UpdatableTransactionGroups struct {
+	TransactionGroups []*TransactionGroup `json:"transactionGroups" required:"true" nullable:"false"`
+}
+
 type TransactionWithAuthorization struct {
 	Transaction *Transaction
 	Authorized  bool
@@ -32,6 +41,18 @@ func NewTransaction(relation Relation, object coretypes.Object) (*Transaction, e
 	return &Transaction{ID: valuer.GenerateUUID(), Relation: relation, Object: object}, nil
 }
 
+func NewTransactionGroup(relation Relation, objectGroup coretypes.ObjectGroup) (*TransactionGroup, error) {
+	if err := coretypes.ErrIfVerbNotValidForResource(relation.Verb, objectGroup.Resource); err != nil {
+		return nil, err
+	}
+
+	if _, err := coretypes.NewObjectsFromObjectGroup(objectGroup); err != nil {
+		return nil, err
+	}
+
+	return &TransactionGroup{Relation: relation, ObjectGroup: objectGroup}, nil
+}
+
 func NewGettableTransaction(results []*TransactionWithAuthorization) []*GettableTransaction {
 	gettableTransactions := make([]*GettableTransaction, len(results))
 	for i, result := range results {
@@ -65,6 +86,26 @@ func (transaction *Transaction) UnmarshalJSON(data []byte) error {
 	return nil
 }
 
+func (transactionGroup *TransactionGroup) UnmarshalJSON(data []byte) error {
+	var shadow = struct {
+		Relation    Relation
+		ObjectGroup coretypes.ObjectGroup
+	}{}
+
+	err := json.Unmarshal(data, &shadow)
+	if err != nil {
+		return err
+	}
+
+	group, err := NewTransactionGroup(shadow.Relation, shadow.ObjectGroup)
+	if err != nil {
+		return err
+	}
+
+	*transactionGroup = *group
+	return nil
+}
+
 func (transaction *Transaction) TransactionKey() string {
 	return transaction.Relation.StringValue() + ":" + transaction.Object.Resource.Type.StringValue() + ":" + transaction.Object.Resource.Kind.String()
 }

pkg/types/authtypes/tuple.go

@@ -47,14 +47,62 @@ func NewTuplesFromTransactions(transactions []*Transaction, subject string, orgI
 	return tuples, nil
 }
 
-// NewTuplesFromTransactionsWithCorrelations converts transactions to tuples for BatchCheck,
-// and for each transaction whose selector is not already a wildcard, generates an additional
-// tuple with the wildcard selector. This ensures that permissions granted via wildcard
-// selectors (e.g., dashboard:*) are checked alongside exact selectors (e.g., dashboard:abc-123).
-//
-// Returns:
-//   - tuples: all tuples to check (exact + correlated), keyed by transaction ID or generated correlation ID
-//   - correlations: maps transaction ID to a slice of correlation IDs for the additional tuples
+func NewTuplesFromTransactionGroups(name string, orgID valuer.UUID, transactionGroups []*TransactionGroup) ([]*openfgav1.TupleKey, error) {
+	tuples := make([]*openfgav1.TupleKey, 0)
+	subject := MustNewSubject(coretypes.NewResourceRole(), name, orgID, &coretypes.VerbAssignee)
+
+	for _, transactionGroup := range transactionGroups {
+		if err := coretypes.ErrIfVerbNotValidForResource(transactionGroup.Relation.Verb, transactionGroup.ObjectGroup.Resource); err != nil {
+			return nil, err
+		}
+
+		resource, err := coretypes.NewResourceFromTypeAndKind(transactionGroup.ObjectGroup.Resource.Type, transactionGroup.ObjectGroup.Resource.Kind)
+		if err != nil {
+			return nil, err
+		}
+
+		objectGroupTuples := NewTuples(resource, subject, transactionGroup.Relation, transactionGroup.ObjectGroup.Selectors, orgID)
+		tuples = append(tuples, objectGroupTuples...)
+	}
+
+	return tuples, nil
+}
+
+func NewTransactionGroupsFromTuples(tuples []*openfgav1.TupleKey) ([]*TransactionGroup, error) {
+	objectsByRelation := make(map[string][]*coretypes.Object)
+
+	for _, tuple := range tuples {
+		verb, err := coretypes.NewVerb(tuple.GetRelation())
+		if err != nil {
+			return nil, err
+		}
+
+		object, err := coretypes.NewObjectFromString(tuple.GetObject())
+		if err != nil {
+			return nil, err
+		}
+
+		objectsByRelation[verb.StringValue()] = append(objectsByRelation[verb.StringValue()], object)
+	}
+
+	transactionGroups := make([]*TransactionGroup, 0)
+	for _, verb := range coretypes.Verbs {
+		objects := objectsByRelation[verb.StringValue()]
+		if len(objects) == 0 {
+			continue
+		}
+
+		for _, objectGroup := range coretypes.NewObjectGroupsFromObjects(objects) {
+			transactionGroups = append(transactionGroups, &TransactionGroup{
+				Relation:    Relation{Verb: verb},
+				ObjectGroup: *objectGroup,
+			})
+		}
+	}
+
+	return transactionGroups, nil
+}
+
 func NewTuplesFromTransactionsWithCorrelations(transactions []*Transaction, subject string, orgID valuer.UUID) (tuples map[string]*openfgav1.TupleKey, correlations map[string][]string, err error) {
 	tuples = make(map[string]*openfgav1.TupleKey)
 	correlations = make(map[string][]string)
@@ -83,10 +131,6 @@ func NewTuplesFromTransactionsWithCorrelations(transactions []*Transaction, subj
 	return tuples, correlations, nil
 }
 
-// NewTuplesFromTransactionsWithManagedRoles converts transactions to tuples for BatchCheck.
-// Direct role-assignment transactions (TypeRole + VerbAssignee) produce one tuple keyed by txn ID.
-// Other transactions are expanded via managedRolesByTransaction into role-assignee checks, keyed by "txnID:roleName".
-// Transactions with no managed role mapping are marked as pre-resolved (false) in the returned map.
 func NewTuplesFromTransactionsWithManagedRoles(
 	transactions []*Transaction,
 	subject string,
@@ -131,10 +175,6 @@ func NewTuplesFromTransactionsWithManagedRoles(
 	return tuples, preResolved, roleCorrelations, nil
 }
 
-// NewTransactionWithAuthorizationFromBatchResults merges batch check results into an ordered
-// slice of TransactionWithAuthorization matching the input transactions order.
-// preResolved contains txn IDs whose authorization was determined without BatchCheck.
-// roleCorrelations maps txn IDs to correlation IDs used for managed role checks.
 func NewTransactionWithAuthorizationFromBatchResults(
 	transactions []*Transaction,
 	batchResults map[string]*TupleKeyAuthorization,

pkg/types/coretypes/object.go

@@ -9,6 +9,7 @@ import (
 
 var (
 	ErrCodeInvalidPatchObject = errors.MustNewCode("authz_invalid_patch_objects")
+	ErrCodeInvalidObject      = errors.MustNewCode("authz_invalid_object")
 )
 
 type Object struct {
@@ -44,25 +45,46 @@ func MustNewObject(resource ResourceRef, inputSelector string) *Object {
 	return object
 }
 
+// NewObjectFromString parses a tuple's object string back into an Object. Object strings are of the
+// form "<type>:<...>/<kind>/<selector>" across all resource types (e.g.
+// "metaresource:organization/<org>/dashboard/<uuid>", "organization:organization/<uuid>"); the kind
+// is always the second-to-last "/" segment and the selector is the last, after stripping the type prefix.
+func NewObjectFromString(input string) (*Object, error) {
+	typeAndRest := strings.SplitN(input, ":", 2)
+	if len(typeAndRest) != 2 {
+		return nil, errors.Newf(errors.TypeInvalidInput, ErrCodeInvalidObject, "invalid object format: %s", input)
+	}
+
+	typed, err := NewType(typeAndRest[0])
+	if err != nil {
+		return nil, err
+	}
+
+	segments := strings.Split(typeAndRest[1], "/")
+	if len(segments) < 2 {
+		return nil, errors.Newf(errors.TypeInvalidInput, ErrCodeInvalidObject, "invalid object format: %s", input)
+	}
+
+	kind, err := NewKind(segments[len(segments)-2])
+	if err != nil {
+		return nil, err
+	}
+
+	selector, err := typed.Selector(segments[len(segments)-1])
+	if err != nil {
+		return nil, err
+	}
+
+	return &Object{Resource: ResourceRef{Type: typed, Kind: kind}, Selector: selector}, nil
+}
+
 func MustNewObjectFromString(input string) *Object {
-	parts := strings.Split(input, "/")
-	if len(parts) != 4 {
-		panic(errors.Newf(errors.TypeInternal, errors.CodeInternal, "invalid input format: %s", input))
+	object, err := NewObjectFromString(input)
+	if err != nil {
+		panic(err)
 	}
 
-	typeParts := strings.Split(parts[0], ":")
-	if len(typeParts) != 2 {
-		panic(errors.Newf(errors.TypeInternal, errors.CodeInternal, "invalid type format: %s", parts[0]))
-	}
-
-	resource := ResourceRef{
-		Type: MustNewType(typeParts[0]),
-		Kind: MustNewKind(parts[2]),
-	}
-
-	selector := resource.Type.MustSelector(parts[3])
-
-	return &Object{Resource: resource, Selector: selector}
+	return object
 }
 
 func MustNewObjectsFromStringSlice(input []string) []*Object {

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

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