chore: the reduced metrics show up in summary page

* chore(metric-reduction): scaffold metric volume control API (types, routes, stubs)

* chore: generate spec

* chore: fix required and generate frontend types

* chore(metric-reduction): add module implementation (#11857)

.github/workflows/goci.yaml

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

.github/workflows/jsci.yaml

@@ -56,17 +56,6 @@ jobs:
       PRIMUS_REF: main
       JS_SRC: frontend
       JS_PKG_MANAGER: pnpm
-  languages:
-    if: |
-      github.event_name == 'merge_group' ||
-      (github.event_name == 'pull_request' && ! github.event.pull_request.head.repo.fork && github.event.pull_request.user.login != 'dependabot[bot]' && ! contains(github.event.pull_request.labels.*.name, 'safe-to-test')) ||
-      (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe-to-test'))
-    runs-on: ubuntu-latest
-    steps:
-      - name: self-checkout
-        uses: actions/checkout@v4
-      - name: run
-        run: bash frontend/scripts/validate-md-languages.sh
   openapi:
     if: |
       github.event_name == 'merge_group' ||

cmd/community/server.go

@@ -29,6 +29,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule/implmetricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
 	"github.com/SigNoz/signoz/pkg/modules/rulestatehistory"
@@ -119,6 +121,9 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e
 		func(_ sqlstore.SQLStore, _ dashboard.Module, _ global.Global, _ zeus.Zeus, _ gateway.Gateway, _ licensing.Licensing, _ serviceaccount.Module, _ cloudintegration.Config) (cloudintegration.Module, error) {
 			return implcloudintegration.NewModule(), nil
 		},
+		func(_ sqlstore.SQLStore, _ telemetrystore.TelemetryStore, _ dashboard.Module, _ queryparser.QueryParser, _ licensing.Licensing, _ flagger.Flagger, _ telemetrytypes.MetadataStore, _ factory.ProviderSettings, _ int) metricreductionrule.Module {
+			return implmetricreductionrule.NewModule()
+		},
 		func(c cache.Cache, am alertmanager.Alertmanager, ss sqlstore.SQLStore, ts telemetrystore.TelemetryStore, ms telemetrytypes.MetadataStore, p prometheus.Prometheus, og organization.Getter, rsh rulestatehistory.Module, q querier.Querier, qp queryparser.QueryParser) factory.NamedMap[factory.ProviderFactory[ruler.Ruler, ruler.Config]] {
 			return factory.MustNewNamedMap(signozruler.NewFactory(c, am, ss, ts, ms, p, og, rsh, q, qp, nil, nil))
 		},

cmd/enterprise/server.go

@@ -24,6 +24,7 @@ import (
 	"github.com/SigNoz/signoz/ee/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/ee/modules/cloudintegration/implcloudintegration/implcloudprovider"
 	"github.com/SigNoz/signoz/ee/modules/dashboard/impldashboard"
+	eeimplmetricreductionrule "github.com/SigNoz/signoz/ee/modules/metricreductionrule/implmetricreductionrule"
 	eequerier "github.com/SigNoz/signoz/ee/querier"
 	enterpriseapp "github.com/SigNoz/signoz/ee/query-service/app"
 	eerules "github.com/SigNoz/signoz/ee/query-service/rules"
@@ -46,6 +47,7 @@ import (
 	pkgcloudintegration "github.com/SigNoz/signoz/pkg/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
 	pkgimpldashboard "github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
 	"github.com/SigNoz/signoz/pkg/modules/rulestatehistory"
@@ -182,6 +184,9 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e
 
 			return implcloudintegration.NewModule(pkgcloudintegration.NewStore(sqlStore), dashboardModule, global, zeus, gateway, licensing, serviceAccount, cloudProvidersMap, config)
 		},
+		func(sqlStore sqlstore.SQLStore, ts telemetrystore.TelemetryStore, dashboardModule dashboard.Module, queryParser queryparser.QueryParser, lic licensing.Licensing, flgr pkgflagger.Flagger, ms telemetrytypes.MetadataStore, ps factory.ProviderSettings, threads int) metricreductionrule.Module {
+			return eeimplmetricreductionrule.NewModule(sqlStore, ts, dashboardModule, queryParser, lic, flgr, ms, ps, threads)
+		},
 		func(c cache.Cache, am alertmanager.Alertmanager, ss sqlstore.SQLStore, ts telemetrystore.TelemetryStore, ms telemetrytypes.MetadataStore, p prometheus.Prometheus, og organization.Getter, rsh rulestatehistory.Module, q querier.Querier, qp queryparser.QueryParser) factory.NamedMap[factory.ProviderFactory[ruler.Ruler, ruler.Config]] {
 			return factory.MustNewNamedMap(signozruler.NewFactory(c, am, ss, ts, ms, p, og, rsh, q, qp, eerules.PrepareTaskFunc, eerules.TestNotification))
 		},

cmd/genconfig.go

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

deploy/MIGRATION.md

@@ -1,48 +1,76 @@
-# Migrating from the install script to Foundry
+# Migrating from the install script and `deploy/` to Foundry
+
+The install script (`install.sh`) and the bundled Compose and Swarm files
+under `deploy/` are deprecated in favor of [Foundry][foundry], the supported
+way to install and manage SigNoz. This guide moves an existing Docker Compose
+or Docker Swarm deployment to Foundry and reattaches your existing volumes, so
+your data is preserved.
 
 > [!IMPORTANT]
-> The install script is now deprecated and will no longer receive updates.
+> This guide is only for **existing** `install.sh` / `deploy/` deployments.
+> Setting up SigNoz for the first time? Skip migration and install Foundry
+> directly: [SigNoz install docs][install-docs].
 
-This guide walks you through migrating an existing SigNoz deployment running via
-Docker Compose to [Foundry](https://signoz.io/docs/install/docker/).
+## How it works
 
-> [!NOTE]
-> Setting up SigNoz for the first time? You don't need this guide — follow the [SigNoz installation docs](https://signoz.io/docs/install/) instead.
+Foundry splits a deployment into two commands:
 
-## Overview
-To stay up to date on new installation platforms and patterns, please refer to [Foundry](https://github.com/SigNoz/foundry).
+- `foundryctl forge` generates the deployment manifests from a `casting.yaml`.
+  It never touches running containers, so it is safe to re-run while you
+  iterate.
+- `foundryctl cast` applies those manifests: it (re)creates the containers and
+  reuses the volumes you point it at.
 
-Two `foundryctl` commands are used throughout this guide:
-- **`forge`** — generates deployment manifests from your `casting.yaml`. It does not touch running containers, so it is safe to re-run while you iterate.
-- **`cast`** — applies the generated manifests: it creates and starts the containers (and pulls new images).
+You write one `casting.yaml`, point a few patches at your existing data
+volumes, then cast. The steps below are the same for Compose and Swarm; they
+differ only in the casting (step 3) and how you stop the old stack (step 5).
 
 ## Prerequisites
-- [ ] Install Foundry - `curl -fsSL https://signoz.io/foundry.sh | bash`
 
-## Migration Steps
-> [!WARNING]
-> **Before proceeding, back up both:**
-> - **Your docker volumes** — these hold your data.
-> - **Your existing `docker-compose.yaml` (and any config it references)** — keep a copy somewhere safe. The compose manifests are no longer distributed by SigNoz, so this backup is your only way to roll back to your previous setup.
+- An existing SigNoz deployment from `install.sh` or `deploy/` (Compose or
+  Swarm).
+- `foundryctl` (installed in step 1).
 
-1. Make a note of the volume names used by your existing deployment for the following components:
-- ClickHouse
-- SigNoz
-- ZooKeeper
+## Migrate
 
-> If you used the docker compose file we provided, the volumes will be `signoz-clickhouse`, `signoz-sqlite`, and `signoz-zookeeper-1`.
+### 1. Install Foundry
 
-2. Generate your `casting.yaml`. Based on internal testing, the following casting should generate the manifests that mimic the legacy docker compose setup (compare against your backed-up `docker-compose.yaml`). Once created, run `foundryctl forge -f casting.yaml`.
+```bash
+curl -fsSL https://signoz.io/foundry.sh | bash
+```
 
-Foundry has a [Docker Compose example](https://github.com/SigNoz/foundry/tree/main/docs/examples/docker/compose). Please use it as a reference.
+### 2. Keep your rollback path
 
-> [!WARNING]
-> If your deployment had more than 1 shard or replica, you will need to adjust your manifest volumes accordingly.
+This migration reattaches your existing volumes in place; it does not move or
+delete your data. The only destructive action is passing `--volumes` / `-v`
+when you stop the old stack (step 5), so avoid that flag.
 
 > [!IMPORTANT]
-> The `replica` and `shard` macros below are placeholders. Replace them with the values from your existing ClickHouse configuration (check the `macros` section of your current ClickHouse config, e.g. `config.xml`/`metrika.xml`), otherwise the generated manifests will not match your existing data.
+> Keep a copy of your existing `docker-compose.yaml` / stack file (and any
+> config it references). SigNoz no longer distributes these files, so this copy
+> is your only way to roll back.
+
+### 3. Write your `casting.yaml`
+
+Use the casting for your deployment. Both reproduce the legacy single-node
+setup (ClickHouse + ZooKeeper + SQLite) and reattach your existing volumes;
+they differ only in `spec.deployment.flavor` and the volume-reuse patch
+(Compose volumes have a `name` to replace; Swarm volumes are bare, so the whole
+entry is replaced). If your deployment ran more than one shard or replica,
+adjust the volume patches accordingly. The
+[Docker Compose example][compose-example] is a useful reference.
+
+> [!IMPORTANT]
+> The `replica` and `shard` macros are placeholders. Replace them with the
+> values from your existing ClickHouse config (the `macros` section of
+> `config.xml` / `metrika.xml`), or the generated manifests will not match your
+> existing data.
+
+<details>
+<summary><b>Docker Compose</b> casting.yaml</summary>
 
 ```yaml
+# casting.yaml
 apiVersion: v1alpha1
 kind: Installation
 metadata:
@@ -61,8 +89,8 @@ spec:
         data:
           config-0-0.yaml: |
             macros:
-              replica: "example01-01-1" # replace with your existing ClickHouse replica macro (see legacy configuration files for reference)
-              shard: "01"               # replace with your existing ClickHouse shard macro (see legacy configuration files for reference)
+              replica: "example01-01-1" # replace with your replica macro
+              shard: "01" # replace with your shard macro
   patches:
     - target: "deployment/compose.yaml"
       operations:
@@ -80,50 +108,163 @@ spec:
           value: root
 ```
 
-> [!NOTE]
-> The `user: root` patch on the ZooKeeper service is required so the container can read/write the data in your reused ZooKeeper volume, which was created with `root`-owned files by the legacy compose setup. Without it, ZooKeeper may fail to start with permission errors.
+</details>
 
-If you had custom configurations for features like SMTP or additional ingestion processors/receivers, you will need to include those in your casting file via [patches](https://github.com/SigNoz/foundry/blob/main/docs/concepts/patches.md), [custom configuration](https://github.com/SigNoz/foundry/blob/main/docs/concepts/moldings.md#custom-config-files) or [environment variables](https://github.com/SigNoz/foundry/blob/main/docs/reference/casting-file.md#molding-spec) based on your previous configuration.
+<details>
+<summary><b>Docker Swarm</b> casting.yaml</summary>
 
-3. Review your manifests, we suggest executing the following checks on your manifests before proceeding:
-- [ ] Validate the container images match what your deployment had, Foundry uses `latest` on generation by default.
-- [ ] If your signoz version was older than latest, please check the [upgrade path](https://signoz.io/docs/operate/upgrade/) first.
-- [ ] Check the produced manifests in `pours/deployment` match your older configurations. Extra consideration and review needs to be done on `compose.yaml` as this will be the main entry point for your new deployment.
-- [ ] The configuration files for clickhouse are now in YAML so validate your custom settings are present.
+```yaml
+# casting.yaml
+apiVersion: v1alpha1
+kind: Installation
+metadata:
+  name: signoz
+spec:
+  deployment:
+    flavor: swarm
+    mode: docker
+  metastore:
+    kind: sqlite
+  telemetrykeeper:
+    kind: zookeeper
+  telemetrystore:
+    spec:
+      config:
+        data:
+          config-0-0.yaml: |
+            macros:
+              replica: "example01-01-1" # replace with your replica macro
+              shard: "01" # replace with your shard macro
+  patches:
+    - target: "deployment/compose.yaml"
+      operations:
+        - op: replace
+          path: /volumes/signoz-telemetrykeeper-0-data
+          value:
+            name: signoz-zookeeper-1
+        - op: replace
+          path: /volumes/signoz-telemetrystore-0-0-data
+          value:
+            name: signoz-clickhouse
+        - op: replace
+          path: /volumes/signoz-metastore-sqlite-0-data
+          value:
+            name: signoz-sqlite
+        - op: add
+          path: /services/signoz-telemetrykeeper-zookeeper-0/user
+          value: root
+```
 
-4. Execute a `docker compose down`. **Do not** include parameters such as `--volumes` (or `-v`), as it will wipe the volumes we need to maintain and reuse to avoid data loss. 
+</details>
 
 > [!NOTE]
-> This will generate downtime so please plan accordingly.
+> The `user: root` patch on the ZooKeeper service lets the container read and
+> write the data in your reused ZooKeeper volume, whose files the legacy setup
+> created as `root`. Without it, ZooKeeper may fail to start with permission
+> errors.
 
-5. Validate the SigNoz containers are down with `docker ps -a`. Multiple containers cannot bind the same volume.
+If you had custom configuration (SMTP, extra ingestion receivers/processors,
+or custom ClickHouse settings), carry it over via [patches][patches],
+[custom config files][custom-config], or [environment variables][env-vars].
 
-6. Run `foundryctl cast -f casting.yaml`. This will recreate the containers based on the spec. This process will download new container images.
+### 4. Generate and review the manifests
+
+```bash
+foundryctl forge -f casting.yaml
+```
+
+Review `pours/deployment/` before deploying:
+
+- [ ] Container images match your current deployment. Foundry generates with
+  `latest` by default; if your SigNoz version was older than latest, check the
+  [upgrade path][upgrade-path] first.
+- [ ] The generated manifests match your previous configuration, especially
+  `compose.yaml` (the new entry point for your deployment).
+- [ ] The ClickHouse config is now YAML rather than XML; confirm your custom
+  settings carried over (see [ClickHouse configuration files][ch-config] for
+  the XML-to-YAML mapping).
+
+### 5. Stop the old deployment
+
+Use the command for your deployment. Do **not** pass `--volumes` / `-v`; that
+would delete the data you are migrating.
+
+```bash
+docker compose down        # Compose
+docker stack rm signoz     # Swarm
+```
 
 > [!NOTE]
-> When `cast` is run, the migration container will execute its migrations.
+> This causes downtime, so plan accordingly.
 
-## Verifying the Migration
-- SigNoz containers will be up and running.
-- Log in to the SigNoz UI and verify that data is present.
-    - Signoz will run on localhost:8080
-- Validate that your data ingestion is receiving data.
-    - Ingesters will receive data on localhost:4317(grpc) and localhost:4318(http)
-- Review the logs from both ClickHouse and ZooKeeper; no errors should be present.
+Confirm nothing is still bound to the volumes before continuing:
 
-## Rolling Back
-Because step 4 brought the legacy stack down *without* `-v`, your original volumes
-are untouched and still hold your data. To roll back:
+```bash
+docker ps -a
+```
 
-- Stop and remove the containers created by Foundry (`docker compose down`, again without `-v`).
-- Confirm the containers are gone with `docker ps -a` so nothing else is bound to the volumes.
-- Reapply your original docker compose file (`docker compose up -d`). It will reattach to the
-  existing volumes and restore your prior state.
+### 6. Deploy with Foundry
+
+```bash
+foundryctl cast -f casting.yaml
+```
+
+This recreates the containers against your existing volumes and pulls the
+images. The migration container runs the schema migrations as part of `cast`.
+
+**Prefer not to use `cast`?** The manifests in `pours/deployment/` are standard
+Docker artifacts you can apply yourself. Run the command from that directory so
+the relative config paths resolve:
+
+```bash
+cd pours/deployment
+docker compose up -d                        # Compose
+docker stack deploy -c compose.yaml signoz  # Swarm
+```
+
+## Verify
+
+- All SigNoz containers are running.
+- The UI is reachable on `http://localhost:8080`, and OTLP on `4317` (gRPC)
+  and `4318` (HTTP), so already-instrumented apps and saved bookmarks keep
+  working.
+- Your existing data is present in the UI, and new data is being ingested.
+- ClickHouse and ZooKeeper logs show no errors.
+
+## Roll back
+
+Step 5 left your volumes untouched, so your data is intact. To return to the
+previous setup:
+
+1. Bring down the Foundry deployment (`docker compose down` or
+   `docker stack rm signoz`, again without `-v`).
+2. Confirm the containers are gone with `docker ps -a`.
+3. Re-apply your backed-up stack: `docker compose up -d` (Compose) or
+   `docker stack deploy -c docker-compose.yaml signoz` (Swarm). It reattaches
+   the same volumes and restores your prior state.
 
 ## Troubleshooting
-- Please reach out to our community on [Slack](https://signoz.io/slack).
+
+If the migration runs into trouble, reach out on [Slack][slack] or open a
+[Foundry issue][foundry-issues].
 
 ## References
-- [SigNoz Docker installation docs](https://signoz.io/docs/install/docker/)
-- [SigNoz documentation](https://signoz.io/docs)
-- [Foundry](https://github.com/SigNoz/foundry)
+
+- [Foundry][foundry]
+- [Casting file reference][casting-ref]
+- [Custom config files][custom-config]
+- [Patches][patches]
+- [SigNoz documentation][signoz-docs]
+
+[foundry]: https://github.com/SigNoz/foundry
+[install-docs]: https://signoz.io/docs/install/
+[compose-example]: https://github.com/SigNoz/foundry/tree/main/docs/examples/docker/compose
+[patches]: https://github.com/SigNoz/foundry/blob/main/docs/concepts/patches.md
+[custom-config]: https://github.com/SigNoz/foundry/blob/main/docs/concepts/moldings.md#custom-config-files
+[env-vars]: https://github.com/SigNoz/foundry/blob/main/docs/reference/casting-file.md#molding-spec
+[casting-ref]: https://github.com/SigNoz/foundry/blob/main/docs/reference/casting-file.md
+[ch-config]: https://clickhouse.com/docs/operations/configuration-files
+[upgrade-path]: https://signoz.io/docs/operate/upgrade/
+[slack]: https://signoz.io/slack
+[foundry-issues]: https://github.com/SigNoz/foundry/issues
+[signoz-docs]: https://signoz.io/docs

docs/contributing/go/errors.md

@@ -36,6 +36,55 @@ var (
 
 > 💡 **Note**: Error codes must match the regex `^[a-z_]+$` otherwise the code will panic.
 
+### Message
+The primary, human-readable summary of what went wrong, set when the error is created via `errors.New` / `errors.Newf`. Note there are two distinct `message` fields in the response: this top-level one states the overall failure, while each entry under [Additional](#additional) carries its own [message](#message-1) explaining one specific facet of it.
+
+### Url
+An optional link to documentation that explains the error in more depth, set with `WithUrl`. It is left empty when the error has no associated doc.
+
+```go
+return errors.New(errors.TypeInvalidInput, CodeBadThing, "bad thing").
+    WithUrl("https://signoz.io/docs/...")
+```
+
+### Additional
+`errors` is a list of supplementary details that explain the top-level `message`. Each entry has its own `message` and `suggestions`, so a single error can surface several distinct problems individually. Attach details with `WithAdditional` (message only) or `WithSuggestiveAdditional` (message plus the suggestions that belong to it):
+
+#### Message
+A single, self-contained sentence describing one specific facet of the error (e.g. ``field `filed` not found``), distinct from the top-level [Message](#message). Prefer one detail per distinct problem over concatenating several into one message.
+
+#### Suggestions
+The suggestions tied to that specific detail — typically a ``did you mean: `x` `` correction for the value the detail is about. These are distinct from the error-wide [Suggestions](#suggestions) below: detail-scoped suggestions never leak into the top-level list.
+
+```go
+return errors.NewInvalidInputf(errors.CodeInvalidInput, "unknown field %q", field).
+    WithAdditional("field `field` not found")
+return errors.NewInvalidInputf(errors.CodeInvalidInput, "unknown field %q", field).
+    WithSuggestiveAdditional("field `filed` not found", "did you mean: `field`")
+```
+
+### Retry
+Carries the `delay` the client should wait before retrying, set with `WithRetryAfter`. It is `null` when the error is not retryable.
+
+```go
+return errors.NewTimeoutf(CodeSlow, "upstream timed out").
+    WithRetryAfter(5 * time.Second)
+```
+
+### Suggestions
+`WithSuggestions` sets the error-wide `suggestions` list — hints about the error as a whole (e.g. "narrow the time range window"), as opposed to suggestions tied to a single detail. Prefer the builders in [pkg/errors/suggestions.go](/pkg/errors/suggestions.go) over hand-writing the strings so the phrasing stays consistent:
+
+- `NewSuggestionsOnLevenshteinDistance(invalidInput, noun, validInputs)` — returns a ``did you mean: `x` `` correction (when a close typo match exists) followed by the valid-references list.
+- `NewValidReferences(noun, values...)` — formats a capped list as ``valid <noun> are `a`, `b` `` (e.g. `"valid fields are"`, `"valid keys are"`). Returns `""` for an empty set.
+- `NewSuggestionsFromFunc(produce)` — wraps a caller-computed correction string as a one-element ``did you mean: `x` `` slice (or nil when it returns `""`), for callers with their own matching strategy.
+
+`noun` names the kind of value being suggested. Use one of the exported `Noun*` constants (`errors.NounFields`, `errors.NounKeys`, `errors.NounServices`, …) so the wording stays uniform across the codebase.
+
+```go
+return errors.NewInvalidInputf(errors.CodeInvalidInput, "unknown field %q", field).
+    WithSuggestions(errors.NewSuggestionsOnLevenshteinDistance(field, errors.NounFields, validFields)...)
+```
+
 ## Show me some examples
 
 ### Using the error

ee/authz/openfgaauthz/provider.go

@@ -143,6 +143,10 @@ func (provider *provider) List(ctx context.Context, orgID valuer.UUID) ([]*autht
 	return provider.pkgAuthzService.List(ctx, orgID)
 }
 
+func (provider *provider) Collect(ctx context.Context, orgID valuer.UUID) (map[string]any, error) {
+	return provider.pkgAuthzService.Collect(ctx, orgID)
+}
+
 func (provider *provider) ListByOrgIDAndNames(ctx context.Context, orgID valuer.UUID, names []string) ([]*authtypes.Role, error) {
 	return provider.pkgAuthzService.ListByOrgIDAndNames(ctx, orgID, names)
 }
@@ -370,7 +374,7 @@ func (provider *provider) Delete(ctx context.Context, orgID valuer.UUID, id valu
 	}
 
 	for _, cb := range provider.onBeforeRoleDelete {
-		if err := cb(ctx, orgID, id); err != nil {
+		if err := cb(ctx, orgID, id, role.Name); err != nil {
 			return err
 		}
 	}

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -0,0 +1,560 @@
+package implmetricreductionrule
+
+import (
+	"context"
+	"slices"
+	"time"
+
+	sqlbuilder "github.com/huandu/go-sqlbuilder"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+)
+
+var (
+	reductionRulesTable = telemetrymetrics.DBName + "." + telemetrymetrics.ReductionRulesTableName
+	metadataTable       = telemetrymetrics.DBName + "." + telemetrymetrics.AttributesMetadataTableName
+	bufferSeriesTable   = telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4BufferTableName
+)
+
+const timeSeriesBucketMilli = int64(time.Hour / time.Millisecond)
+
+type volumeRow struct {
+	MetricName string
+	Ingested   uint64
+	Reduced    uint64
+}
+
+type volumePoint struct {
+	TimestampMs int64
+	Ingested    uint64
+	Reduced     uint64
+}
+
+type clickhouse struct {
+	telemetryStore telemetrystore.TelemetryStore
+	threads        int
+}
+
+func newClickhouse(telemetryStore telemetrystore.TelemetryStore, threads int) *clickhouse {
+	return &clickhouse{telemetryStore: telemetryStore, threads: threads}
+}
+
+func (c *clickhouse) withThreads(ctx context.Context) context.Context {
+	return ctxtypes.SetClickhouseMaxThreads(ctx, c.threads)
+}
+
+func floorToTimeSeriesBucket(ms int64) int64 {
+	return ms - (ms % timeSeriesBucketMilli)
+}
+
+func strictEffectiveFrom(sb *sqlbuilder.SelectBuilder, metricNames []string, effectiveFrom map[string]int64) string {
+	names := make([]any, 0, len(metricNames))
+	froms := make([]any, 0, len(metricNames))
+	for _, name := range metricNames {
+		names = append(names, name)
+		froms = append(froms, effectiveFrom[name])
+	}
+	return "unix_milli >= transform(metric_name, " + sb.Var(names) + ", " + sb.Var(froms) + ", 0)"
+}
+
+func (c *clickhouse) Sync(ctx context.Context, metricName string, labels []string, matchType string, effectiveFromMs int64, deleted bool, updatedAt time.Time) error {
+	ctx = c.withThreads(ctx)
+
+	ib := sqlbuilder.NewInsertBuilder()
+	ib.InsertInto(reductionRulesTable)
+	ib.Cols("metric_name", "labels", "match_type", "effective_from_unix_milli", "deleted", "updated_at")
+	ib.Values(metricName, labels, matchType, effectiveFromMs, deleted, updatedAt)
+
+	query, args := ib.BuildWithFlavor(sqlbuilder.ClickHouse)
+	if err := c.telemetryStore.ClickhouseDB().Exec(ctx, query, args...); err != nil {
+		return errors.WrapInternalf(err, errors.CodeInternal, "failed to sync reduction rule to clickhouse")
+	}
+	return nil
+}
+
+func (c *clickhouse) AttributeKeys(ctx context.Context, metricName string, startMs, endMs int64) ([]string, error) {
+	ctx = c.withThreads(ctx)
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("attr_name")
+	sb.Distinct()
+	sb.From(metadataTable)
+	sb.Where(
+		sb.E("metric_name", metricName),
+		"NOT startsWith(attr_name, '__')",
+		sb.GE("last_reported_unix_milli", startMs),
+		sb.LE("first_reported_unix_milli", endMs),
+	)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to fetch metric attribute keys")
+	}
+	defer rows.Close()
+
+	keys := make([]string, 0)
+	for rows.Next() {
+		var key string
+		if err := rows.Scan(&key); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan attribute key")
+		}
+		keys = append(keys, key)
+	}
+	return keys, rows.Err()
+}
+
+func (c *clickhouse) EstimateCardinality(ctx context.Context, metricName string, keptLabels []string, startMs, endMs int64) (uint64, uint64, error) {
+	ctx = c.withThreads(ctx)
+	startMs = floorToTimeSeriesBucket(startMs)
+
+	sb := sqlbuilder.NewSelectBuilder()
+
+	reducedExpr := "1"
+	if len(keptLabels) > 0 {
+		reducedExpr = "uniq(("
+		for i, label := range keptLabels {
+			if i > 0 {
+				reducedExpr += ", "
+			}
+			reducedExpr += "JSONExtractString(labels, " + sb.Var(label) + ")"
+		}
+		reducedExpr += "))"
+	}
+
+	sb.Select("uniq(fingerprint)", reducedExpr)
+	sb.From(bufferSeriesTable)
+	conds := []string{
+		sb.E("metric_name", metricName),
+		sb.GE("unix_milli", startMs),
+		sb.LT("unix_milli", endMs),
+		sb.E("is_reduced", false),
+	}
+	sb.Where(conds...)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	var current, reduced uint64
+	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&current, &reduced); err != nil {
+		return 0, 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to estimate reduction impact")
+	}
+	if len(keptLabels) == 0 && current == 0 {
+		reduced = 0
+	}
+	if reduced > current {
+		reduced = current
+	}
+	return current, reduced, nil
+}
+
+// VolumeByMetric returns ingested vs reduced series counts per metric.
+func (c *clickhouse) VolumeByMetric(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]volumeRow, error) {
+	if len(metricNames) == 0 {
+		return map[string]volumeRow{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.ingestedSeriesCount(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	reduced, err := c.reducedSeriesCount(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	out := make(map[string]volumeRow, len(metricNames))
+	for metricName, count := range ingested {
+		out[metricName] = volumeRow{MetricName: metricName, Ingested: count, Reduced: out[metricName].Reduced}
+	}
+	for metricName, count := range reduced {
+		row := out[metricName]
+		row.MetricName = metricName
+		row.Reduced = count
+		out[metricName] = row
+	}
+	return out, nil
+}
+
+// ingestedSeriesCount counts distinct raw fingerprints per metric from the samples buffer over the
+// window.
+func (c *clickhouse) ingestedSeriesCount(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("metric_name", "uniq(fingerprint)")
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	conds := []string{
+		sb.In("metric_name", names...),
+		sb.GE("unix_milli", startMs),
+		sb.LT("unix_milli", endMs),
+	}
+	if len(effectiveFrom) > 0 {
+		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
+	}
+	sb.Where(conds...)
+	sb.GroupBy("metric_name")
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to count ingested series")
+	}
+	defer rows.Close()
+
+	out := make(map[string]uint64, len(metricNames))
+	for rows.Next() {
+		var (
+			metricName string
+			count      uint64
+		)
+		if err := rows.Scan(&metricName, &count); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan series count")
+		}
+		out[metricName] = count
+	}
+	return out, rows.Err()
+}
+
+// reducedSeriesCount counts distinct reduced_fingerprints per metric, summed across the two 60s
+// reduced sample tables.
+func (c *clickhouse) reducedSeriesCount(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+	out := make(map[string]uint64, len(metricNames))
+	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
+		counts, err := c.reducedSeriesCountForTable(ctx, telemetrymetrics.DBName+"."+table, metricNames, effectiveFrom, startMs, endMs)
+		if err != nil {
+			return nil, err
+		}
+		for metricName, count := range counts {
+			out[metricName] += count
+		}
+	}
+	return out, nil
+}
+
+func (c *clickhouse) reducedSeriesCountForTable(ctx context.Context, table string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("metric_name", "uniq(reduced_fingerprint)")
+	sb.From(table)
+	conds := []string{
+		sb.In("metric_name", names...),
+		sb.GE("unix_milli", startMs),
+		sb.LT("unix_milli", endMs),
+	}
+	if len(effectiveFrom) > 0 {
+		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
+	}
+	sb.Where(conds...)
+	sb.GroupBy("metric_name")
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to count reduced series")
+	}
+	defer rows.Close()
+
+	out := make(map[string]uint64, len(metricNames))
+	for rows.Next() {
+		var (
+			metricName string
+			count      uint64
+		)
+		if err := rows.Scan(&metricName, &count); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan series count")
+		}
+		out[metricName] = count
+	}
+	return out, rows.Err()
+}
+
+// RankByVolume ranks metrics by ingested/reduced series volume. Like VolumeByMetric, the counts read
+// the samples tables with a strict effective_from gate; the reduced count sums distinct
+// reduced_fingerprints across the two 60s reduced sample tables.
+func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, orderBy metricreductionruletypes.ReductionRuleOrderBy, order metricreductionruletypes.Order, startMs, endMs int64, offset, limit int) ([]volumeRow, error) {
+	if len(metricNames) == 0 {
+		return []volumeRow{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	orderExpr := "ifNull(i.samples, 0)"
+	if orderBy == metricreductionruletypes.OrderByReducedVolume {
+		orderExpr = "if(ifNull(d.samples, 0) = 0 OR ifNull(d.samples, 0) > ifNull(i.samples, 0), ifNull(i.samples, 0), ifNull(d.samples, 0))"
+	}
+	direction := "ASC"
+	if order == metricreductionruletypes.OrderDesc {
+		direction = "DESC"
+	}
+
+	ingestedTable := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName
+	reducedLast := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedLastTableName
+	reducedSum := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedSumTableName
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("base.metric_name AS metric_name", "ifNull(i.cnt, 0) AS ingested", "ifNull(d.cnt, 0) AS reduced")
+	sb.From("(SELECT arrayJoin(" + sb.Var(metricNames) + ") AS metric_name) AS base")
+	sb.JoinWithOption(
+		sqlbuilder.LeftJoin,
+		"(SELECT metric_name, uniq(fingerprint) AS cnt, count() AS samples FROM "+ingestedTable+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name) AS i",
+		"base.metric_name = i.metric_name",
+	)
+	// Reduced series are spread across two type-specific tables; union the per-table distinct
+	// reduced_fingerprints and sum per metric (a metric only lands in the table matching its type).
+	sb.JoinWithOption(
+		sqlbuilder.LeftJoin,
+		"(SELECT metric_name, sum(cnt) AS cnt, sum(samples) AS samples FROM ("+
+			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt, uniq(reduced_fingerprint, unix_milli) AS samples FROM "+reducedLast+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
+			" UNION ALL "+
+			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt, uniq(reduced_fingerprint, unix_milli) AS samples FROM "+reducedSum+" WHERE has("+sb.Var(metricNames)+", metric_name) AND unix_milli >= "+sb.Var(startMs)+" AND unix_milli < "+sb.Var(endMs)+" AND "+strictEffectiveFrom(sb, metricNames, effectiveFrom)+" GROUP BY metric_name"+
+			") GROUP BY metric_name) AS d",
+		"base.metric_name = d.metric_name",
+	)
+	sb.OrderBy(orderExpr + " " + direction)
+	if limit > 0 {
+		sb.Limit(limit).Offset(offset)
+	}
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to rank reduction rules by volume")
+	}
+	defer rows.Close()
+
+	out := make([]volumeRow, 0, len(metricNames))
+	for rows.Next() {
+		var row volumeRow
+		if err := rows.Scan(&row.MetricName, &row.Ingested, &row.Reduced); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan volume row")
+		}
+		out = append(out, row)
+	}
+	return out, rows.Err()
+}
+
+func (c *clickhouse) SampleVolumeByMetric(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]volumeRow, error) {
+	if len(metricNames) == 0 {
+		return map[string]volumeRow{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	last, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	sum, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	out := make(map[string]volumeRow, len(metricNames))
+	for _, name := range metricNames {
+		out[name] = volumeRow{MetricName: name, Ingested: ingested[name], Reduced: last[name] + sum[name]}
+	}
+	return out, nil
+}
+
+func (c *clickhouse) countSamplesByMetric(ctx context.Context, table, countExpr string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("metric_name", countExpr)
+	sb.From(table)
+	conds := []string{
+		sb.In("metric_name", names...),
+		sb.GE("unix_milli", startMs),
+		sb.LT("unix_milli", endMs),
+	}
+	if len(effectiveFrom) > 0 {
+		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
+	}
+	sb.Where(conds...)
+	sb.GroupBy("metric_name")
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to count samples")
+	}
+	defer rows.Close()
+
+	out := make(map[string]uint64, len(metricNames))
+	for rows.Next() {
+		var (
+			metricName string
+			count      uint64
+		)
+		if err := rows.Scan(&metricName, &count); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan series count")
+		}
+		out[metricName] = count
+	}
+	return out, rows.Err()
+}
+
+// SeriesTimeseries returns ingested vs reduced series per 60s bucket from the samples tables, gated
+// to each metric's strict effective_from (see strictEffectiveFrom).
+func (c *clickhouse) SeriesTimeseries(ctx context.Context, allMetrics, reducedMetrics []string, effectiveFrom map[string]int64, startMs, endMs int64) ([]volumePoint, error) {
+	if len(allMetrics) == 0 {
+		return []volumePoint{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.ingestedSeriesByBucket(ctx, allMetrics, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	retained := make(map[int64]uint64)
+	if len(reducedMetrics) > 0 {
+		reduced, err := c.reducedSeriesByBucket(ctx, reducedMetrics, effectiveFrom, startMs, endMs)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range reduced {
+			retained[ts] += count
+		}
+	}
+	reducedSet := make(map[string]struct{}, len(reducedMetrics))
+	for _, name := range reducedMetrics {
+		reducedSet[name] = struct{}{}
+	}
+	nonReduced := make([]string, 0, len(allMetrics))
+	for _, name := range allMetrics {
+		if _, ok := reducedSet[name]; !ok {
+			nonReduced = append(nonReduced, name)
+		}
+	}
+	if len(nonReduced) > 0 {
+		nonReducedIngested, err := c.ingestedSeriesByBucket(ctx, nonReduced, effectiveFrom, startMs, endMs)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range nonReducedIngested {
+			retained[ts] += count
+		}
+	}
+
+	return mergeVolumePoints(ingested, retained), nil
+}
+
+func mergeVolumePoints(ingested, reduced map[int64]uint64) []volumePoint {
+	buckets := make(map[int64]struct{}, len(ingested))
+	for ts := range ingested {
+		buckets[ts] = struct{}{}
+	}
+	for ts := range reduced {
+		buckets[ts] = struct{}{}
+	}
+	timestamps := make([]int64, 0, len(buckets))
+	for ts := range buckets {
+		timestamps = append(timestamps, ts)
+	}
+	slices.Sort(timestamps)
+
+	points := make([]volumePoint, 0, len(timestamps))
+	for _, ts := range timestamps {
+		points = append(points, volumePoint{
+			TimestampMs: ts,
+			Ingested:    ingested[ts],
+			Reduced:     reduced[ts],
+		})
+	}
+	return points
+}
+
+// ingestedSeriesByBucket counts distinct raw fingerprints per hourly bucket from the samples buffer.
+func (c *clickhouse) ingestedSeriesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	bucketExpr := "toInt64(toUnixTimestamp(toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalHour(1)))) * 1000 AS bucket"
+	sb.Select(bucketExpr, "uniq(fingerprint)")
+	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
+	if len(effectiveFrom) > 0 {
+		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
+	}
+	sb.Where(conds...)
+	sb.GroupBy("bucket")
+
+	return c.scanBuckets(ctx, sb)
+}
+
+// reducedSeriesByBucket counts distinct reduced_fingerprints per hourly bucket, summed across the two
+// reduced sample tables (a metric only lands in the table matching its type, so per-bucket sums are
+// exact).
+func (c *clickhouse) reducedSeriesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
+	out := make(map[int64]uint64)
+	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
+		names := make([]any, len(metricNames))
+		for i, name := range metricNames {
+			names[i] = name
+		}
+
+		sb := sqlbuilder.NewSelectBuilder()
+		bucketExpr := "toInt64(toUnixTimestamp(toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalHour(1)))) * 1000 AS bucket"
+		sb.Select(bucketExpr, "uniq(reduced_fingerprint)")
+		sb.From(telemetrymetrics.DBName + "." + table)
+		conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
+		if len(effectiveFrom) > 0 {
+			conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
+		}
+		sb.Where(conds...)
+		sb.GroupBy("bucket")
+
+		counts, err := c.scanBuckets(ctx, sb)
+		if err != nil {
+			return nil, err
+		}
+		for ts, count := range counts {
+			out[ts] += count
+		}
+	}
+	return out, nil
+}
+
+func (c *clickhouse) scanBuckets(ctx context.Context, sb *sqlbuilder.SelectBuilder) (map[int64]uint64, error) {
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	rows, err := c.telemetryStore.ClickhouseDB().Query(ctx, query, args...)
+	if err != nil {
+		return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to bucket series by time")
+	}
+	defer rows.Close()
+
+	out := make(map[int64]uint64)
+	for rows.Next() {
+		var (
+			ts    int64
+			count uint64
+		)
+		if err := rows.Scan(&ts, &count); err != nil {
+			return nil, errors.WrapInternalf(err, errors.CodeInternal, "failed to scan series bucket")
+		}
+		out[ts] = count
+	}
+	return out, rows.Err()
+}

ee/modules/metricreductionrule/implmetricreductionrule/module.go

@@ -0,0 +1,588 @@
+package implmetricreductionrule
+
+import (
+	"context"
+	"log/slog"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/licensing"
+	"github.com/SigNoz/signoz/pkg/modules/dashboard"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
+	"github.com/SigNoz/signoz/pkg/queryparser"
+	"github.com/SigNoz/signoz/pkg/ruler/rulestore/sqlrulestore"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/types/featuretypes"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/types/metrictypes"
+	"github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/ruletypes"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+const (
+	// effectiveFromMargin delays effective_from so the collector picks up the synced rule before it
+	// goes live; it must be >= the collector's rule-refresh interval (~2m worst case,
+	// see signoz-otel-collector#839).
+	effectiveFromMargin = 2 * time.Minute
+	// uiActivationDelay keeps a rule shown as "pending" in the UI for a while after it goes live to
+	// the collector, so the user doesn't see "active" before reduced data is actually flowing. The
+	// user-facing pending window is effectiveFromMargin + uiActivationDelay (~5m).
+	uiActivationDelay      = 3 * time.Minute
+	defaultPreviewLookback = 24 * time.Hour
+
+	pricePerMillionSamplesUSD = 0.1
+	monthDuration             = 30 * 24 * time.Hour
+)
+
+type module struct {
+	store         metricreductionruletypes.Store
+	ch            *clickhouse
+	dashboard     dashboard.Module
+	ruleStore     ruletypes.RuleStore
+	licensing     licensing.Licensing
+	flagger       flagger.Flagger
+	metadataStore telemetrytypes.MetadataStore
+	logger        *slog.Logger
+}
+
+func NewModule(sqlStore sqlstore.SQLStore, telemetryStore telemetrystore.TelemetryStore, dashboardModule dashboard.Module, queryParser queryparser.QueryParser, licensing licensing.Licensing, flagger flagger.Flagger, metadataStore telemetrytypes.MetadataStore, providerSettings factory.ProviderSettings, threads int) metricreductionrule.Module {
+	scoped := factory.NewScopedProviderSettings(providerSettings, "github.com/SigNoz/signoz/ee/modules/metricreductionrule/implmetricreductionrule")
+	return &module{
+		store:         NewStore(sqlStore),
+		ch:            newClickhouse(telemetryStore, threads),
+		dashboard:     dashboardModule,
+		ruleStore:     sqlrulestore.NewRuleStore(sqlStore, queryParser, providerSettings),
+		licensing:     licensing,
+		flagger:       flagger,
+		metadataStore: metadataStore,
+		logger:        scoped.Logger(),
+	}
+}
+
+func (m *module) checkAccess(ctx context.Context, orgID valuer.UUID) error {
+	if !m.flagger.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, featuretypes.NewFlaggerEvaluationContext(orgID)) {
+		return errors.Newf(errors.TypeUnsupported, metricreductionruletypes.ErrCodeMetricReductionRuleUnsupported, "metric volume control is not enabled")
+	}
+	if _, err := m.licensing.GetActive(ctx, orgID); err != nil {
+		return errors.New(errors.TypeLicenseUnavailable, errors.CodeLicenseUnavailable, "metric volume control requires a valid license").WithAdditional(err.Error())
+	}
+	return nil
+}
+
+func (m *module) List(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams) (*metricreductionruletypes.GettableReductionRules, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+	if err := params.Validate(); err != nil {
+		return nil, err
+	}
+
+	now := time.Now()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	endMs := now.UnixMilli()
+
+	switch params.OrderBy {
+	case metricreductionruletypes.OrderByMetricName, metricreductionruletypes.OrderByLastUpdated:
+		return m.listSortedByColumn(ctx, orgID, params, startMs, endMs)
+	default:
+		return m.listSortedByVolume(ctx, orgID, params, startMs, endMs)
+	}
+}
+
+func (m *module) listSortedByColumn(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams, startMs, endMs int64) (*metricreductionruletypes.GettableReductionRules, error) {
+	domainRules, total, err := m.store.List(ctx, orgID, params)
+	if err != nil {
+		return nil, err
+	}
+
+	metricNames := make([]string, len(domainRules))
+	effectiveFrom := make(map[string]int64, len(domainRules))
+	for i, rule := range domainRules {
+		metricNames[i] = rule.MetricName
+		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
+	}
+	volumes, err := m.ch.VolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	rules := make([]metricreductionruletypes.GettableReductionRule, 0, len(domainRules))
+	for _, rule := range domainRules {
+		rules = append(rules, withVolume(toGettableReductionRule(rule), volumes[rule.MetricName], sampleVolumes[rule.MetricName]))
+	}
+
+	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
+}
+
+func (m *module) listSortedByVolume(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams, startMs, endMs int64) (*metricreductionruletypes.GettableReductionRules, error) {
+	allRules, total, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{Search: params.Search, MetricName: params.MetricName})
+	if err != nil {
+		return nil, err
+	}
+	if total == 0 {
+		return &metricreductionruletypes.GettableReductionRules{Rules: []metricreductionruletypes.GettableReductionRule{}, Total: 0}, nil
+	}
+
+	metricNames := make([]string, len(allRules))
+	effectiveFrom := make(map[string]int64, len(allRules))
+	ruleByMetric := make(map[string]*metricreductionruletypes.ReductionRule, len(allRules))
+	for i, rule := range allRules {
+		metricNames[i] = rule.MetricName
+		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
+		ruleByMetric[rule.MetricName] = rule
+	}
+
+	ranked, err := m.ch.RankByVolume(ctx, metricNames, effectiveFrom, params.OrderBy, params.Order, startMs, endMs, params.Offset, params.Limit)
+	if err != nil {
+		return nil, err
+	}
+
+	pageMetricNames := make([]string, 0, len(ranked))
+	for _, row := range ranked {
+		pageMetricNames = append(pageMetricNames, row.MetricName)
+	}
+	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, pageMetricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	rules := make([]metricreductionruletypes.GettableReductionRule, 0, len(ranked))
+	for _, row := range ranked {
+		rule, ok := ruleByMetric[row.MetricName]
+		if !ok {
+			continue
+		}
+		rules = append(rules, withVolume(toGettableReductionRule(rule), row, sampleVolumes[row.MetricName]))
+	}
+
+	return &metricreductionruletypes.GettableReductionRules{Rules: rules, Total: total}, nil
+}
+
+func (m *module) Create(ctx context.Context, orgID valuer.UUID, userEmail string, req *metricreductionruletypes.PostableReductionRule) (*metricreductionruletypes.GettableReductionRule, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+	if err := req.Validate(); err != nil {
+		return nil, err
+	}
+	if err := m.validateMetricForReduction(ctx, orgID, req.MetricName); err != nil {
+		return nil, err
+	}
+	now := time.Now()
+	rule := metricreductionruletypes.NewReductionRule(orgID, req.MetricName, req.MatchType, req.Labels, now.Add(effectiveFromMargin), userEmail)
+
+	if err := m.store.RunInTx(ctx, func(ctx context.Context) error {
+		if err := m.store.Create(ctx, rule); err != nil {
+			return err
+		}
+		return m.ch.Sync(ctx, rule.MetricName, rule.Labels, rule.MatchType.StringValue(), rule.EffectiveFrom.UnixMilli(), false, rule.UpdatedAt)
+	}); err != nil {
+		return nil, err
+	}
+
+	gettable := toGettableReductionRule(rule)
+	return &gettable, nil
+}
+
+func (m *module) GetByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*metricreductionruletypes.GettableReductionRule, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+	rule, err := m.store.GetByID(ctx, orgID, id)
+	if err != nil {
+		return nil, err
+	}
+	gettable := toGettableReductionRule(rule)
+	return &gettable, nil
+}
+
+func (m *module) UpdateByID(ctx context.Context, orgID valuer.UUID, userEmail string, id valuer.UUID, req *metricreductionruletypes.UpdatableReductionRule) (*metricreductionruletypes.GettableReductionRule, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+	existing, err := m.store.GetByID(ctx, orgID, id)
+	if err != nil {
+		return nil, err
+	}
+	if err := req.Validate(); err != nil {
+		return nil, err
+	}
+
+	now := time.Now()
+	existing.MatchType = req.MatchType
+	existing.Labels = metricreductionruletypes.LabelList(req.Labels)
+	existing.EffectiveFrom = now.Add(effectiveFromMargin)
+	existing.UpdatedAt = now
+	existing.UpdatedBy = userEmail
+
+	if err := m.store.RunInTx(ctx, func(ctx context.Context) error {
+		if err := m.store.Upsert(ctx, existing); err != nil {
+			return err
+		}
+		return m.ch.Sync(ctx, existing.MetricName, existing.Labels, existing.MatchType.StringValue(), existing.EffectiveFrom.UnixMilli(), false, existing.UpdatedAt)
+	}); err != nil {
+		return nil, err
+	}
+
+	gettable := toGettableReductionRule(existing)
+	return &gettable, nil
+}
+
+func (m *module) DeleteByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return err
+	}
+	rule, err := m.store.GetByID(ctx, orgID, id)
+	if err != nil {
+		return err
+	}
+
+	now := time.Now()
+	effectiveFromMs := now.Add(effectiveFromMargin).UnixMilli()
+	return m.store.RunInTx(ctx, func(ctx context.Context) error {
+		if err := m.store.DeleteByID(ctx, orgID, id); err != nil {
+			return err
+		}
+		return m.ch.Sync(ctx, rule.MetricName, []string{}, metricreductionruletypes.MatchTypeDrop.StringValue(), effectiveFromMs, true, now)
+	})
+}
+
+func (m *module) Preview(ctx context.Context, orgID valuer.UUID, req *metricreductionruletypes.PostableReductionRulePreview) (*metricreductionruletypes.GettableReductionRulePreview, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+	if err := req.Validate(); err != nil {
+		return nil, err
+	}
+	if err := m.validateMetricForReduction(ctx, orgID, req.MetricName); err != nil {
+		return nil, err
+	}
+	lookback := time.Duration(req.LookbackMs) * time.Millisecond
+	if lookback <= 0 {
+		lookback = defaultPreviewLookback
+	}
+	now := time.Now()
+	startMs := now.Add(-lookback).UnixMilli()
+	endMs := now.UnixMilli()
+	current, reduced, reductionPercent, dropped, err := m.estimateVolume(ctx, req.MetricName, req.MatchType, req.Labels, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	// Baseline is what the metric keeps today (its current rule, or raw if none) so the preview reads
+	// as current -> proposed.
+	currentReduced := current
+	if existing, gerr := m.store.Get(ctx, orgID, req.MetricName); gerr == nil {
+		if _, existingReduced, _, _, eerr := m.estimateVolume(ctx, req.MetricName, existing.MatchType, existing.Labels, startMs, endMs); eerr == nil {
+			currentReduced = existingReduced
+		}
+	}
+
+	return &metricreductionruletypes.GettableReductionRulePreview{
+		IngestedSeries:        current,
+		CurrentRetainedSeries: currentReduced,
+		RetainedSeries:        reduced,
+		ReductionPercent:      reductionPercent,
+		DroppedLabels:         dropped,
+		AffectedAssets:        m.relatedAssetImpact(ctx, orgID, req.MetricName, dropped),
+		EffectiveFrom:         now.Add(effectiveFromMargin),
+	}, nil
+}
+
+func (m *module) Stats(ctx context.Context, orgID valuer.UUID) (*metricreductionruletypes.GettableReductionRuleStats, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+
+	now := time.Now()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	endMs := now.UnixMilli()
+
+	rules, total, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
+	if err != nil {
+		return nil, err
+	}
+	if total == 0 {
+		return &metricreductionruletypes.GettableReductionRuleStats{}, nil
+	}
+
+	metricNames := make([]string, len(rules))
+	effectiveFrom := make(map[string]int64, len(rules))
+	for i, rule := range rules {
+		metricNames[i] = rule.MetricName
+		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
+	}
+
+	volumes, err := m.ch.VolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	var ingestedSeries, retainedSeries uint64
+	for _, volume := range volumes {
+		ingestedSeries += volume.Ingested
+		retainedSeries += effectiveRetained(volume.Ingested, volume.Reduced)
+	}
+
+	sampleVolumes, err := m.ch.SampleVolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	var ingestedSamples, retainedSamples uint64
+	for _, sv := range sampleVolumes {
+		ingestedSamples += sv.Ingested
+		retainedSamples += effectiveRetained(sv.Ingested, sv.Reduced)
+	}
+
+	return &metricreductionruletypes.GettableReductionRuleStats{
+		IngestedSeries:             ingestedSeries,
+		RetainedSeries:             retainedSeries,
+		IngestedSamples:            ingestedSamples,
+		RetainedSamples:            retainedSamples,
+		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ingestedSamples, retainedSamples, startMs, endMs),
+	}, nil
+}
+
+// monthlySavingsUSD extrapolates the windowed sample reduction to a monthly figure at the per-sample
+// list price. Ingested is gated to effective_from upstream, so pre-activation hours don't inflate it.
+func monthlySavingsUSD(ingestedSamples, reducedSamples uint64, startMs, endMs int64) float64 {
+	if reducedSamples >= ingestedSamples || endMs <= startMs {
+		return 0
+	}
+	savedSamples := float64(ingestedSamples - reducedSamples)
+	monthlySamples := savedSamples * float64(monthDuration.Milliseconds()) / float64(endMs-startMs)
+	return monthlySamples / 1_000_000 * pricePerMillionSamplesUSD
+}
+
+func (m *module) Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuildertypesv5.QueryRangeResponse, error) {
+	if err := m.checkAccess(ctx, orgID); err != nil {
+		return nil, err
+	}
+
+	now := time.Now()
+	startMs := now.Add(-defaultPreviewLookback).UnixMilli()
+	endMs := now.UnixMilli()
+
+	allRules, _, err := m.store.List(ctx, orgID, &metricreductionruletypes.ListReductionRulesParams{})
+	if err != nil {
+		return nil, err
+	}
+	metricNames := make([]string, len(allRules))
+	effectiveFrom := make(map[string]int64, len(allRules))
+	for i, rule := range allRules {
+		metricNames[i] = rule.MetricName
+		effectiveFrom[rule.MetricName] = rule.EffectiveFrom.UnixMilli()
+	}
+
+	volumes, err := m.ch.VolumeByMetric(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+	reducedNames := make([]string, 0, len(volumes))
+	for name, volume := range volumes {
+		if effectiveRetained(volume.Ingested, volume.Reduced) < volume.Ingested {
+			reducedNames = append(reducedNames, name)
+		}
+	}
+
+	points, err := m.ch.SeriesTimeseries(ctx, metricNames, reducedNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	return buildVolumeTimeseries(points), nil
+}
+
+func buildVolumeTimeseries(points []volumePoint) *querybuildertypesv5.QueryRangeResponse {
+	ingested := make([]*querybuildertypesv5.TimeSeriesValue, 0, len(points))
+	reduced := make([]*querybuildertypesv5.TimeSeriesValue, 0, len(points))
+	for _, point := range points {
+		ingested = append(ingested, &querybuildertypesv5.TimeSeriesValue{Timestamp: point.TimestampMs, Value: float64(point.Ingested)})
+		reduced = append(reduced, &querybuildertypesv5.TimeSeriesValue{Timestamp: point.TimestampMs, Value: float64(point.Reduced)})
+	}
+
+	return &querybuildertypesv5.QueryRangeResponse{
+		Type: querybuildertypesv5.RequestTypeTimeSeries,
+		Data: querybuildertypesv5.QueryData{
+			Results: []any{
+				&querybuildertypesv5.TimeSeriesData{
+					QueryName: "reduction_volume",
+					Aggregations: []*querybuildertypesv5.AggregationBucket{
+						{
+							Series: []*querybuildertypesv5.TimeSeries{
+								{Labels: []*querybuildertypesv5.Label{{Key: telemetrytypes.TelemetryFieldKey{Name: "series"}, Value: "ingested"}}, Values: ingested},
+								{Labels: []*querybuildertypesv5.Label{{Key: telemetrytypes.TelemetryFieldKey{Name: "series"}, Value: "retained"}}, Values: reduced},
+							},
+						},
+					},
+				},
+			},
+		},
+	}
+}
+
+func (m *module) validateMetricForReduction(ctx context.Context, orgID valuer.UUID, metricName string) error {
+	lastSeen, err := m.metadataStore.FetchLastSeenInfoMulti(ctx, orgID, metricName)
+	if err != nil {
+		return err
+	}
+	if lastSeen[metricName] == 0 {
+		return errors.NewNotFoundf(errors.CodeNotFound, "metric not found: %q", metricName)
+	}
+
+	now := time.Now()
+	startTs := uint64(now.Add(-defaultPreviewLookback).UnixMilli())
+	endTs := uint64(now.UnixMilli())
+	_, types, _, err := m.metadataStore.FetchTemporalityAndTypeMulti(ctx, orgID, startTs, endTs, metricName)
+	if err != nil {
+		return err
+	}
+	if types[metricName] == metrictypes.ExpHistogramType {
+		return errors.Newf(errors.TypeInvalidInput, metricreductionruletypes.ErrCodeMetricReductionRuleUnsupportedMetricType,
+			"exponential histogram metrics cannot be reduced in v1")
+	}
+	return nil
+}
+
+func (m *module) relatedAssetImpact(ctx context.Context, orgID valuer.UUID, metricName string, dropped []string) []metricreductionruletypes.AffectedAsset {
+	affected := make([]metricreductionruletypes.AffectedAsset, 0)
+	droppedSet := make(map[string]struct{}, len(dropped))
+	for _, label := range dropped {
+		droppedSet[label] = struct{}{}
+	}
+
+	if dashboards, err := m.dashboard.GetByMetricNames(ctx, orgID, []string{metricName}); err != nil {
+		m.logger.WarnContext(ctx, "failed to fetch related dashboards for reduction preview", slog.String("metric_name", metricName), errors.Attr(err))
+	} else {
+		for _, item := range dashboards[metricName] {
+			usedLabels := append(splitCSV(item["group_by"]), splitCSV(item["filter_by"])...)
+			affected = append(affected, metricreductionruletypes.AffectedAsset{
+				Type:           metricreductionruletypes.AssetTypeDashboard,
+				ID:             item["dashboard_id"],
+				Name:           item["dashboard_name"],
+				Widget:         &metricreductionruletypes.AffectedWidget{ID: item["widget_id"], Name: item["widget_name"]},
+				ImpactedLabels: intersectLabels(usedLabels, droppedSet),
+			})
+		}
+	}
+
+	if alerts, err := m.ruleStore.GetStoredRulesByMetricName(ctx, orgID.String(), metricName); err != nil {
+		m.logger.WarnContext(ctx, "failed to fetch related alerts for reduction preview", slog.String("metric_name", metricName), errors.Attr(err))
+	} else {
+		for _, a := range alerts {
+			affected = append(affected, metricreductionruletypes.AffectedAsset{
+				Type: metricreductionruletypes.AssetTypeAlert,
+				ID:   a.AlertID,
+				Name: a.AlertName,
+			})
+		}
+	}
+
+	return affected
+}
+
+func toGettableReductionRule(rule *metricreductionruletypes.ReductionRule) metricreductionruletypes.GettableReductionRule {
+	return metricreductionruletypes.GettableReductionRule{
+		Identifiable:  rule.Identifiable,
+		TimeAuditable: rule.TimeAuditable,
+		UserAuditable: rule.UserAuditable,
+		MetricName:    rule.MetricName,
+		MatchType:     rule.MatchType,
+		Labels:        rule.Labels,
+		EffectiveFrom: rule.EffectiveFrom,
+		Active:        !rule.EffectiveFrom.Add(uiActivationDelay).After(time.Now()),
+	}
+}
+
+func effectiveRetained(ingested, reduced uint64) uint64 {
+	if reduced == 0 || reduced > ingested {
+		return ingested
+	}
+	return reduced
+}
+
+func withVolume(rule metricreductionruletypes.GettableReductionRule, series volumeRow, samples volumeRow) metricreductionruletypes.GettableReductionRule {
+	rule.IngestedSeries = series.Ingested
+	rule.RetainedSeries = effectiveRetained(series.Ingested, series.Reduced)
+	rule.IngestedSamples = samples.Ingested
+	rule.RetainedSamples = effectiveRetained(samples.Ingested, samples.Reduced)
+	return rule
+}
+
+func intersectLabels(keys []string, droppedSet map[string]struct{}) []string {
+	seen := make(map[string]struct{})
+	var out []string
+	for _, key := range keys {
+		if _, ok := droppedSet[key]; !ok {
+			continue
+		}
+		if _, dup := seen[key]; dup {
+			continue
+		}
+		seen[key] = struct{}{}
+		out = append(out, key)
+	}
+	return out
+}
+
+func splitCSV(s string) []string {
+	if s == "" {
+		return nil
+	}
+	return strings.Split(s, ",")
+}
+
+func resolveDroppedKept(matchType metricreductionruletypes.MatchType, ruleLabels, keys []string) (dropped, kept []string) {
+	ruleSet := make(map[string]struct{}, len(ruleLabels))
+	for _, l := range ruleLabels {
+		ruleSet[l] = struct{}{}
+	}
+
+	for _, k := range keys {
+		if metricreductionruletypes.IsProtectedLabel(k) {
+			kept = append(kept, k)
+			continue
+		}
+		_, listed := ruleSet[k]
+		drop := listed
+		if matchType == metricreductionruletypes.MatchTypeKeep {
+			drop = !listed
+		}
+		if drop {
+			dropped = append(dropped, k)
+		} else {
+			kept = append(kept, k)
+		}
+	}
+
+	sort.Strings(dropped)
+	sort.Strings(kept)
+	return dropped, kept
+}
+
+func (m *module) estimateVolume(ctx context.Context, metricName string, matchType metricreductionruletypes.MatchType, labels []string, startMs, endMs int64) (current uint64, reduced uint64, reductionPercent float64, dropped []string, err error) {
+	keys, err := m.ch.AttributeKeys(ctx, metricName, startMs, endMs)
+	if err != nil {
+		return 0, 0, 0, nil, err
+	}
+	dropped, kept := resolveDroppedKept(matchType, labels, keys)
+
+	current, reduced, err = m.ch.EstimateCardinality(ctx, metricName, kept, startMs, endMs)
+	if err != nil {
+		return 0, 0, 0, nil, err
+	}
+	if current > 0 && reduced <= current {
+		reductionPercent = (1 - float64(reduced)/float64(current)) * 100
+	}
+	return current, reduced, reductionPercent, dropped, nil
+}

ee/modules/metricreductionrule/implmetricreductionrule/store.go

@@ -0,0 +1,145 @@
+package implmetricreductionrule
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type store struct {
+	sqlstore sqlstore.SQLStore
+}
+
+func NewStore(sqlstore sqlstore.SQLStore) metricreductionruletypes.Store {
+	return &store{sqlstore: sqlstore}
+}
+
+func (s *store) List(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams) ([]*metricreductionruletypes.ReductionRule, int, error) {
+	column := "metric_name"
+	if params.OrderBy == metricreductionruletypes.OrderByLastUpdated {
+		column = "updated_at"
+	}
+	direction := "ASC"
+	if params.Order == metricreductionruletypes.OrderDesc {
+		direction = "DESC"
+	}
+
+	rules := make([]*metricreductionruletypes.ReductionRule, 0)
+	query := s.sqlstore.
+		BunDBCtx(ctx).
+		NewSelect().
+		Model(&rules).
+		Where("org_id = ?", orgID).
+		Order(column + " " + direction)
+	if params.Search != "" {
+		query = query.Where("metric_name LIKE ?", "%"+params.Search+"%")
+	}
+	if params.MetricName != "" {
+		query = query.Where("metric_name = ?", params.MetricName)
+	}
+	if params.Limit > 0 {
+		query = query.Limit(params.Limit).Offset(params.Offset)
+	}
+
+	total, err := query.ScanAndCount(ctx)
+	if err != nil {
+		return nil, 0, err
+	}
+	return rules, total, nil
+}
+
+func (s *store) Get(ctx context.Context, orgID valuer.UUID, metricName string) (*metricreductionruletypes.ReductionRule, error) {
+	rule := new(metricreductionruletypes.ReductionRule)
+	err := s.sqlstore.
+		BunDBCtx(ctx).
+		NewSelect().
+		Model(rule).
+		Where("org_id = ?", orgID).
+		Where("metric_name = ?", metricName).
+		Scan(ctx)
+	if err != nil {
+		return nil, s.sqlstore.WrapNotFoundErrf(err, metricreductionruletypes.ErrCodeMetricReductionRuleNotFound, "no reduction rule found for metric %q", metricName)
+	}
+	return rule, nil
+}
+
+func (s *store) GetByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*metricreductionruletypes.ReductionRule, error) {
+	rule := new(metricreductionruletypes.ReductionRule)
+	err := s.sqlstore.
+		BunDBCtx(ctx).
+		NewSelect().
+		Model(rule).
+		Where("org_id = ?", orgID).
+		Where("id = ?", id).
+		Scan(ctx)
+	if err != nil {
+		return nil, s.sqlstore.WrapNotFoundErrf(err, metricreductionruletypes.ErrCodeMetricReductionRuleNotFound, "no reduction rule found with id %q", id.String())
+	}
+	return rule, nil
+}
+
+func (s *store) Create(ctx context.Context, rule *metricreductionruletypes.ReductionRule) error {
+	res, err := s.sqlstore.
+		BunDBCtx(ctx).
+		NewInsert().
+		Model(rule).
+		On("CONFLICT (org_id, metric_name) DO NOTHING").
+		Exec(ctx)
+	if err != nil {
+		return err
+	}
+
+	rowsAffected, err := res.RowsAffected()
+	if err != nil {
+		return err
+	}
+	if rowsAffected == 0 {
+		return errors.Newf(errors.TypeAlreadyExists, metricreductionruletypes.ErrCodeMetricReductionRuleAlreadyExists,
+			"a reduction rule for metric %q already exists", rule.MetricName)
+	}
+	return nil
+}
+
+func (s *store) Upsert(ctx context.Context, rule *metricreductionruletypes.ReductionRule) error {
+	_, err := s.sqlstore.
+		BunDBCtx(ctx).
+		NewInsert().
+		Model(rule).
+		On("CONFLICT (org_id, metric_name) DO UPDATE").
+		Set("match_type = EXCLUDED.match_type").
+		Set("labels = EXCLUDED.labels").
+		Set("effective_from = EXCLUDED.effective_from").
+		Set("updated_at = EXCLUDED.updated_at").
+		Set("updated_by = EXCLUDED.updated_by").
+		Exec(ctx)
+	return err
+}
+
+func (s *store) DeleteByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error {
+	res, err := s.sqlstore.
+		BunDBCtx(ctx).
+		NewDelete().
+		Model((*metricreductionruletypes.ReductionRule)(nil)).
+		Where("org_id = ?", orgID).
+		Where("id = ?", id).
+		Exec(ctx)
+	if err != nil {
+		return err
+	}
+
+	rowsAffected, err := res.RowsAffected()
+	if err != nil {
+		return err
+	}
+	if rowsAffected == 0 {
+		return errors.Newf(errors.TypeNotFound, metricreductionruletypes.ErrCodeMetricReductionRuleNotFound, "no reduction rule found with id %q", id.String())
+	}
+	return nil
+}
+
+func (s *store) RunInTx(ctx context.Context, cb func(ctx context.Context) error) error {
+	return s.sqlstore.RunInTxCtx(ctx, nil, cb)
+}

ee/query-service/app/api/featureFlags.go

@@ -107,6 +107,15 @@ func (ah *APIHandler) getFeatureFlags(w http.ResponseWriter, r *http.Request) {
 		Route:      "",
 	})
 
+	metricsReduction := ah.Signoz.Flagger.BooleanOrEmpty(ctx, flagger.FeatureEnableMetricsReduction, evalCtx)
+	featureSet = append(featureSet, &licensetypes.Feature{
+		Name:       valuer.NewString(flagger.FeatureEnableMetricsReduction.String()),
+		Active:     metricsReduction,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	})
+
 	if constants.IsDotMetricsEnabled {
 		for idx, feature := range featureSet {
 			if feature.Name == licensetypes.DotMetricsEnabled {

ee/query-service/app/server.go

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

frontend/package.json

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

frontend/public/locales/en/routes.json

@@ -15,6 +15,8 @@
 	"logs_to_metrics": "Logs To Metrics",
 	"roles": "Roles",
 	"role_details": "Role Details",
+	"role_edit": "Edit Role",
+	"role_create": "Create Role",
 	"members": "Members",
 	"service_accounts": "Service Accounts",
 	"mcp_server": "MCP Server"

frontend/public/locales/en/titles.json

@@ -82,6 +82,8 @@
 	"TRACE_DETAIL_OLD": "SigNoz | Trace Detail",
 	"SERVICE_TOP_LEVEL_OPERATIONS": "SigNoz | Service Operations",
 	"ROLE_DETAILS": "SigNoz | Role Details",
+	"ROLE_CREATE": "SigNoz | Create Role",
+	"ROLE_EDIT": "SigNoz | Edit Role",
 	"TRACES_FUNNELS_DETAIL": "SigNoz | Funnel",
 	"INTEGRATIONS_DETAIL": "SigNoz | Integration",
 	"PUBLIC_DASHBOARD": "SigNoz | Dashboard"

frontend/scripts/extract-md-languages.sh

@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-# Extracts unique fenced code block language identifiers from all .md files under frontend/src/
-# Usage: bash frontend/scripts/extract-md-languages.sh
-
-set -euo pipefail
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-SRC_DIR="$SCRIPT_DIR/../src"
-
-grep -roh '```[a-zA-Z0-9_+-]*' "$SRC_DIR" --include='*.md' \
-  | sed 's/^```//' \
-  | grep -v '^$' \
-  | sort -u

frontend/scripts/validate-md-languages.sh

@@ -1,41 +0,0 @@
-#!/usr/bin/env bash
-# Validates that all fenced code block languages used in .md files are registered
-# in the syntax highlighter.
-# Usage: bash frontend/scripts/validate-md-languages.sh
-
-set -euo pipefail
-
-SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-SYNTAX_HIGHLIGHTER="$SCRIPT_DIR/../src/components/MarkdownRenderer/syntaxHighlighter.ts"
-
-# Get all languages used in .md files
-md_languages=$("$SCRIPT_DIR/extract-md-languages.sh")
-
-# Get all registered languages from syntaxHighlighter.ts
-registered_languages=$(grep -oP "registerLanguage\('\K[^']+" "$SYNTAX_HIGHLIGHTER" | sort -u)
-
-missing_languages=()
-
-for lang in $md_languages; do
-  # Skip ai-* block markers — these are custom AI block types rendered by
-  # RichCodeBlock as React components (e.g. ActionBlock, LineChartBlock),
-  # not real syntax languages, so they don't need highlighter registration.
-  if [[ "$lang" == ai-* ]]; then
-    continue
-  fi
-  if ! echo "$registered_languages" | grep -qx "$lang"; then
-    missing_languages+=("$lang")
-  fi
-done
-
-if [ ${#missing_languages[@]} -gt 0 ]; then
-  echo "Error: The following languages are used in .md files but not registered in syntaxHighlighter.ts:"
-  for lang in "${missing_languages[@]}"; do
-    echo "  - $lang"
-  done
-  echo ""
-  echo "Please add them to: frontend/src/components/MarkdownRenderer/syntaxHighlighter.ts"
-  exit 1
-fi
-
-echo "All markdown code block languages are registered in syntaxHighlighter.ts"

frontend/src/AppRoutes/Private.tsx

@@ -3,7 +3,6 @@ import { matchPath, Redirect, useLocation } from 'react-router-dom';
 import getLocalStorageApi from 'api/browser/localstorage/get';
 import setLocalStorageApi from 'api/browser/localstorage/set';
 import { useListUsers } from 'api/generated/services/users';
-import { FeatureKeys } from 'constants/features';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import { ORG_PREFERENCES } from 'constants/orgPreferences';
 import ROUTES from 'constants/routes';
@@ -37,7 +36,6 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 		activeLicense,
 		isFetchingActiveLicense,
 		trialInfo,
-		featureFlags,
 	} = useAppContext();
 
 	const isAdmin = user.role === USER_ROLES.ADMIN;
@@ -212,14 +210,6 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 		}
 	}
 
-	// Check for GET_STARTED → GET_STARTED_WITH_CLOUD redirect (feature flag)
-	if (
-		currentRoute?.path === ROUTES.GET_STARTED &&
-		featureFlags?.find((e) => e.name === FeatureKeys.ONBOARDING_V3)?.active
-	) {
-		return <Redirect to={ROUTES.GET_STARTED_WITH_CLOUD} />;
-	}
-
 	// Main routing logic
 	if (currentRoute) {
 		const { isPrivate, key } = currentRoute;

frontend/src/AppRoutes/__tests__/Private.test.tsx

@@ -2,7 +2,6 @@ import { ReactElement } from 'react';
 import { QueryClient, QueryClientProvider } from 'react-query';
 import { MemoryRouter, Route, Switch, useLocation } from 'react-router-dom';
 import { act, render, screen, waitFor } from '@testing-library/react';
-import { FeatureKeys } from 'constants/features';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import { ORG_PREFERENCES } from 'constants/orgPreferences';
 import ROUTES from 'constants/routes';
@@ -1263,80 +1262,6 @@ describe('PrivateRoute', () => {
 		});
 	});
 
-	describe('Get Started Route Redirect', () => {
-		it('should redirect to GET_STARTED_WITH_CLOUD when on GET_STARTED and ONBOARDING_V3 feature flag is active', async () => {
-			renderPrivateRoute({
-				initialRoute: ROUTES.GET_STARTED,
-				appContext: {
-					isLoggedIn: true,
-					featureFlags: [
-						{
-							name: FeatureKeys.ONBOARDING_V3,
-							active: true,
-							usage: 0,
-							usage_limit: -1,
-							route: '',
-						},
-					],
-				},
-			});
-
-			await assertRedirectsTo(ROUTES.GET_STARTED_WITH_CLOUD);
-		});
-
-		it('should not redirect when on GET_STARTED and ONBOARDING_V3 feature flag is inactive', () => {
-			renderPrivateRoute({
-				initialRoute: ROUTES.GET_STARTED,
-				appContext: {
-					isLoggedIn: true,
-					featureFlags: [
-						{
-							name: FeatureKeys.ONBOARDING_V3,
-							active: false,
-							usage: 0,
-							usage_limit: -1,
-							route: '',
-						},
-					],
-				},
-			});
-
-			assertStaysOnRoute(ROUTES.GET_STARTED);
-		});
-
-		it('should not redirect when on GET_STARTED and ONBOARDING_V3 feature flag is not present', () => {
-			renderPrivateRoute({
-				initialRoute: ROUTES.GET_STARTED,
-				appContext: {
-					isLoggedIn: true,
-					featureFlags: [],
-				},
-			});
-
-			assertStaysOnRoute(ROUTES.GET_STARTED);
-		});
-
-		it('should not redirect when on different route even if ONBOARDING_V3 is active', () => {
-			renderPrivateRoute({
-				initialRoute: ROUTES.HOME,
-				appContext: {
-					isLoggedIn: true,
-					featureFlags: [
-						{
-							name: FeatureKeys.ONBOARDING_V3,
-							active: true,
-							usage: 0,
-							usage_limit: -1,
-							route: '',
-						},
-					],
-				},
-			});
-
-			assertStaysOnRoute(ROUTES.HOME);
-		});
-	});
-
 	describe('Loading States', () => {
 		it('should not redirect while license is still being fetched', () => {
 			renderPrivateRoute({
@@ -1496,16 +1421,16 @@ describe('PrivateRoute', () => {
 			await assertRedirectsTo(ROUTES.UN_AUTHORIZED);
 		});
 
-		it('should allow EDITOR to access /get-started route', () => {
+		it('should allow EDITOR to access /get-started-with-signoz-cloud route', () => {
 			renderPrivateRoute({
-				initialRoute: ROUTES.GET_STARTED,
+				initialRoute: ROUTES.GET_STARTED_WITH_CLOUD,
 				appContext: {
 					isLoggedIn: true,
 					user: createMockUser({ role: USER_ROLES.EDITOR as ROLES }),
 				},
 			});
 
-			assertStaysOnRoute(ROUTES.GET_STARTED);
+			assertStaysOnRoute(ROUTES.GET_STARTED_WITH_CLOUD);
 		});
 	});
 

frontend/src/AppRoutes/pageComponents.ts

@@ -90,14 +90,6 @@ export const SettingsPage = Loadable(
 	() => import(/* webpackChunkName: "SettingsPage" */ 'pages/Settings'),
 );
 
-export const GettingStarted = Loadable(
-	() => import(/* webpackChunkName: "GettingStarted" */ 'pages/GettingStarted'),
-);
-
-export const Onboarding = Loadable(
-	() => import(/* webpackChunkName: "Onboarding" */ 'pages/OnboardingPage'),
-);
-
 export const OrgOnboarding = Loadable(
 	() => import(/* webpackChunkName: "OrgOnboarding" */ 'pages/OrgOnboarding'),
 );

frontend/src/AppRoutes/routes.ts

@@ -33,7 +33,6 @@ import {
 	MeterExplorerPage,
 	MetricsExplorer,
 	OldLogsExplorer,
-	Onboarding,
 	OnboardingV2,
 	OrgOnboarding,
 	PasswordReset,
@@ -70,13 +69,6 @@ const routes: AppRoutes[] = [
 		isPrivate: false,
 		key: 'SIGN_UP',
 	},
-	{
-		path: ROUTES.GET_STARTED,
-		exact: false,
-		component: Onboarding,
-		isPrivate: true,
-		key: 'GET_STARTED',
-	},
 	{
 		path: ROUTES.GET_STARTED_WITH_CLOUD,
 		exact: false,
@@ -477,6 +469,13 @@ const routes: AppRoutes[] = [
 		key: 'METRICS_EXPLORER_VIEWS',
 		isPrivate: true,
 	},
+	{
+		path: ROUTES.METRICS_EXPLORER_VOLUME_CONTROL,
+		exact: true,
+		component: MetricsExplorer,
+		key: 'METRICS_EXPLORER_VOLUME_CONTROL',
+		isPrivate: true,
+	},
 
 	{
 		path: ROUTES.METER,

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

@@ -4,14 +4,22 @@
  * * regenerate with 'pnpm generate:api'
  * SigNoz
  */
-import { useMutation } from 'react-query';
+import { useMutation, useQuery } from 'react-query';
 import type {
+	InvalidateOptions,
 	MutationFunction,
+	QueryClient,
+	QueryFunction,
+	QueryKey,
 	UseMutationOptions,
 	UseMutationResult,
+	UseQueryOptions,
+	UseQueryResult,
 } from 'react-query';
 
 import type {
+	GetChecks200,
+	GetChecksParams,
 	InframonitoringtypesPostableClustersDTO,
 	InframonitoringtypesPostableDaemonSetsDTO,
 	InframonitoringtypesPostableDeploymentsDTO,
@@ -39,7 +47,94 @@ import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type { ErrorType, BodyType } from '../../../generatedAPIInstance';
 
 /**
- * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Checks whether the metrics and attributes required to power the infra-monitoring section selected by the 'type' query parameter (hosts, processes, pods, nodes, deployments, daemonsets, statefulsets, jobs, namespaces, clusters, volumes) are being received. For each collector receiver or processor that contributes required metrics or attributes, lists what is present and what is missing, with a prebuilt user-facing message and a docs link per missing component. Default-enabled metrics are those expected as soon as the receiver is configured; optional metrics require 'enabled: true' in receiver config. 'ready' is true only when every missing list is empty.
+ * @summary Run Infra Monitoring Setup Checks
+ */
+export const getChecks = (params: GetChecksParams, signal?: AbortSignal) => {
+	return GeneratedAPIInstance<GetChecks200>({
+		url: `/api/v2/infra_monitoring/checks`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetChecksQueryKey = (params?: GetChecksParams) => {
+	return [
+		`/api/v2/infra_monitoring/checks`,
+		...(params ? [params] : []),
+	] as const;
+};
+
+export const getGetChecksQueryOptions = <
+	TData = Awaited<ReturnType<typeof getChecks>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params: GetChecksParams,
+	options?: {
+		query?: UseQueryOptions<Awaited<ReturnType<typeof getChecks>>, TError, TData>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey = queryOptions?.queryKey ?? getGetChecksQueryKey(params);
+
+	const queryFn: QueryFunction<Awaited<ReturnType<typeof getChecks>>> = ({
+		signal,
+	}) => getChecks(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getChecks>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetChecksQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getChecks>>
+>;
+export type GetChecksQueryError = ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Run Infra Monitoring Setup Checks
+ */
+
+export function useGetChecks<
+	TData = Awaited<ReturnType<typeof getChecks>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params: GetChecksParams,
+	options?: {
+		query?: UseQueryOptions<Awaited<ReturnType<typeof getChecks>>, TError, TData>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetChecksQueryOptions(params, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Run Infra Monitoring Setup Checks
+ */
+export const invalidateGetChecks = async (
+	queryClient: QueryClient,
+	params: GetChecksParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetChecksQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * Returns a paginated list of Kubernetes clusters with key aggregated metrics derived by summing per-node values within the group: CPU usage, CPU allocatable, memory working set, memory allocatable. Each row also reports per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready value) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each cluster includes metadata attributes (k8s.cluster.name). The response type is 'list' for the default k8s.cluster.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates nodes and pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (clusterCPU, clusterCPUAllocatable, clusterMemory, clusterMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
  * @summary List Clusters for Infra Monitoring
  */
 export const listClusters = (
@@ -122,7 +217,7 @@ export const useListClusters = <
 	return useMutation(getListClustersMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes DaemonSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the daemonset, plus average CPU/memory request and limit utilization (daemonSetCPURequest, daemonSetCPULimit, daemonSetMemoryRequest, daemonSetMemoryLimit). Each row also reports the latest known node-level counters from kube-state-metrics: desiredNodes (k8s.daemonset.desired_scheduled_nodes, the number of nodes the daemonset wants to run on) and currentNodes (k8s.daemonset.current_scheduled_nodes, the number of nodes the daemonset currently runs on) — note these are node counts, not pod counts. It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each daemonset includes metadata attributes (k8s.daemonset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.daemonset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by daemonsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_nodes / current_nodes, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (daemonSetCPU, daemonSetCPURequest, daemonSetCPULimit, daemonSetMemory, daemonSetMemoryRequest, daemonSetMemoryLimit, desiredNodes, currentNodes) return -1 as a sentinel when no data is available for that field.
  * @summary List DaemonSets for Infra Monitoring
  */
 export const listDaemonSets = (
@@ -205,7 +300,7 @@ export const useListDaemonSets = <
 	return useMutation(getListDaemonSetsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Deployments with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the deployment, plus average CPU/memory request and limit utilization (deploymentCPURequest, deploymentCPULimit, deploymentMemoryRequest, deploymentMemoryLimit). Each row also reports the latest known desiredPods (k8s.deployment.desired) and availablePods (k8s.deployment.available) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each deployment includes metadata attributes (k8s.deployment.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.deployment.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by deployments in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / available_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (deploymentCPU, deploymentCPURequest, deploymentCPULimit, deploymentMemory, deploymentMemoryRequest, deploymentMemoryLimit, desiredPods, availablePods) return -1 as a sentinel when no data is available for that field.
  * @summary List Deployments for Infra Monitoring
  */
 export const listDeployments = (
@@ -288,7 +383,7 @@ export const useListDeployments = <
 	return useMutation(getListDeploymentsMutationOptions(options));
 };
 /**
- * Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of hosts with key infrastructure metrics: CPU usage (%), memory usage (%), I/O wait (%), disk usage (%), and 15-minute load average. Each host includes its current status (active/inactive based on metrics reported in the last 10 minutes) and metadata attributes (e.g., os.type). Supports filtering via a filter expression, filtering by host status, custom groupBy to aggregate hosts by any attribute, ordering by any of the five metrics, and pagination via offset/limit. The response type is 'list' for the default host.name grouping or 'grouped_list' for custom groupBy keys. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (cpu, memory, wait, load15, diskUsage) return -1 as a sentinel when no data is available for that field.
  * @summary List Hosts for Infra Monitoring
  */
 export const listHosts = (
@@ -371,7 +466,7 @@ export const useListHosts = <
 	return useMutation(getListHostsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes Jobs with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the job, plus average CPU/memory request and limit utilization (jobCPURequest, jobCPULimit, jobMemoryRequest, jobMemoryLimit). Each row also reports the latest known job-level counters from kube-state-metrics: desiredSuccessfulPods (k8s.job.desired_successful_pods, the target completion count), activePods (k8s.job.active_pods), failedPods (k8s.job.failed_pods, cumulative across the lifetime of the job), and successfulPods (k8s.job.successful_pods, cumulative). It also reports per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value); note podCountsByPhase.failed (current pod-phase) is distinct from failedPods (cumulative job kube-state-metric). Each job includes metadata attributes (k8s.job.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.job.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by jobs in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_successful_pods / active_pods / failed_pods / successful_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (jobCPU, jobCPURequest, jobCPULimit, jobMemory, jobMemoryRequest, jobMemoryLimit, desiredSuccessfulPods, activePods, failedPods, successfulPods) return -1 as a sentinel when no data is available for that field.
  * @summary List Jobs for Infra Monitoring
  */
 export const listJobs = (
@@ -454,7 +549,7 @@ export const useListJobs = <
 	return useMutation(getListJobsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes namespaces with key aggregated pod metrics: CPU usage and memory working set (summed across pods in the group), plus per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value in the window). Each namespace includes metadata attributes (k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.namespace.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / memory, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (namespaceCPU, namespaceMemory) return -1 as a sentinel when no data is available for that field.
  * @summary List Namespaces for Infra Monitoring
  */
 export const listNamespaces = (
@@ -537,7 +632,7 @@ export const useListNamespaces = <
 	return useMutation(getListNamespacesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes nodes with key metrics: CPU usage, CPU allocatable, memory working set, memory allocatable, per-group nodeCountsByReadiness ({ ready, notReady } from each node's latest k8s.node.condition_ready in the window) and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } for pods scheduled on the listed nodes). Each node includes metadata attributes (k8s.node.uid, k8s.cluster.name). The response type is 'list' for the default k8s.node.name grouping (each row is one node with its current condition string: ready / not_ready / no_data) or 'grouped_list' for custom groupBy keys (each row aggregates nodes in the group; condition stays no_data). Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_allocatable / memory / memory_allocatable, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (nodeCPU, nodeCPUAllocatable, nodeMemory, nodeMemoryAllocatable) return -1 as a sentinel when no data is available for that field.
  * @summary List Nodes for Infra Monitoring
  */
 export const listNodes = (
@@ -620,7 +715,7 @@ export const useListNodes = <
 	return useMutation(getListNodesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes pods with key metrics: CPU usage, CPU request/limit utilization, memory working set, memory request/limit utilization, current pod phase (pending/running/succeeded/failed/unknown/no_data), and pod age (ms since start time). Each pod includes metadata attributes (namespace, node, workload owner such as deployment/statefulset/daemonset/job/cronjob, cluster). Supports filtering via a filter expression, custom groupBy to aggregate pods by any attribute, ordering by any of the six metrics (cpu, cpu_request, cpu_limit, memory, memory_request, memory_limit), and pagination via offset/limit. The response type is 'list' for the default k8s.pod.uid grouping (each row is one pod with its current phase) or 'grouped_list' for custom groupBy keys (each row aggregates pods in the group with per-phase counts under podCountsByPhase: { pending, running, succeeded, failed, unknown } derived from each pod's latest phase in the window). Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (podCPU, podCPURequest, podCPULimit, podMemory, podMemoryRequest, podMemoryLimit, podAge) return -1 as a sentinel when no data is available for that field.
  * @summary List Pods for Infra Monitoring
  */
 export const listPods = (
@@ -703,7 +798,7 @@ export const useListPods = <
 	return useMutation(getListPodsMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes persistent volume claims (PVCs) with key volume metrics: available bytes, capacity bytes, usage (capacity - available), inodes, free inodes, and used inodes. Each row also includes metadata attributes (k8s.persistentvolumeclaim.name, k8s.pod.uid, k8s.pod.name, k8s.namespace.name, k8s.node.name, k8s.statefulset.name, k8s.cluster.name). Supports filtering via a filter expression, custom groupBy to aggregate volumes by any attribute, ordering by any of the six metrics (available, capacity, usage, inodes, inodes_free, inodes_used), and pagination via offset/limit. The response type is 'list' for the default k8s.persistentvolumeclaim.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates volumes in the group. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (volumeAvailable, volumeCapacity, volumeUsage, volumeInodes, volumeInodesFree, volumeInodesUsed) return -1 as a sentinel when no data is available for that field.
  * @summary List Volumes for Infra Monitoring
  */
 export const listVolumes = (
@@ -786,7 +881,7 @@ export const useListVolumes = <
 	return useMutation(getListVolumesMutationOptions(options));
 };
 /**
- * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports missing required metrics and whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
+ * Returns a paginated list of Kubernetes StatefulSets with key aggregated pod metrics: CPU usage and memory working set summed across pods owned by the statefulset, plus average CPU/memory request and limit utilization (statefulSetCPURequest, statefulSetCPULimit, statefulSetMemoryRequest, statefulSetMemoryLimit). Each row also reports the latest known desiredPods (k8s.statefulset.desired_pods) and currentPods (k8s.statefulset.current_pods) replica counts and per-group podCountsByPhase ({ pending, running, succeeded, failed, unknown } from each pod's latest k8s.pod.phase value). Each statefulset includes metadata attributes (k8s.statefulset.name, k8s.namespace.name, k8s.cluster.name). The response type is 'list' for the default k8s.statefulset.name grouping or 'grouped_list' for custom groupBy keys; in both modes every row aggregates pods owned by statefulsets in the group. Supports filtering via a filter expression, custom groupBy, ordering by cpu / cpu_request / cpu_limit / memory / memory_request / memory_limit / desired_pods / current_pods, and pagination via offset/limit. Also reports whether the requested time range falls before the data retention boundary. Numeric metric fields (statefulSetCPU, statefulSetCPURequest, statefulSetCPULimit, statefulSetMemory, statefulSetMemoryRequest, statefulSetMemoryLimit, desiredPods, currentPods) return -1 as a sentinel when no data is available for that field.
  * @summary List StatefulSets for Infra Monitoring
  */
 export const listStatefulSets = (

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

@@ -2094,6 +2094,45 @@ export interface AuthtypesGettableTokenDTO {
 	tokenType?: string;
 }
 
+export enum CoretypesKindDTO {
+	anonymous = 'anonymous',
+	organization = 'organization',
+	role = 'role',
+	serviceaccount = 'serviceaccount',
+	user = 'user',
+	'notification-channel' = 'notification-channel',
+	'route-policy' = 'route-policy',
+	'apdex-setting' = 'apdex-setting',
+	'auth-domain' = 'auth-domain',
+	session = 'session',
+	'cloud-integration' = 'cloud-integration',
+	'cloud-integration-service' = 'cloud-integration-service',
+	integration = 'integration',
+	dashboard = 'dashboard',
+	'public-dashboard' = 'public-dashboard',
+	'ingestion-key' = 'ingestion-key',
+	'ingestion-limit' = 'ingestion-limit',
+	pipeline = 'pipeline',
+	'user-preference' = 'user-preference',
+	'org-preference' = 'org-preference',
+	'quick-filter' = 'quick-filter',
+	'ttl-setting' = 'ttl-setting',
+	rule = 'rule',
+	'planned-maintenance' = 'planned-maintenance',
+	'saved-view' = 'saved-view',
+	'trace-funnel' = 'trace-funnel',
+	'factor-password' = 'factor-password',
+	'factor-api-key' = 'factor-api-key',
+	license = 'license',
+	subscription = 'subscription',
+	logs = 'logs',
+	traces = 'traces',
+	metrics = 'metrics',
+	'audit-logs' = 'audit-logs',
+	'meter-metrics' = 'meter-metrics',
+	'logs-field' = 'logs-field',
+	'traces-field' = 'traces-field',
+}
 export enum CoretypesTypeDTO {
 	user = 'user',
 	serviceaccount = 'serviceaccount',
@@ -2104,10 +2143,7 @@ export enum CoretypesTypeDTO {
 	telemetryresource = 'telemetryresource',
 }
 export interface CoretypesResourceRefDTO {
-	/**
-	 * @type string
-	 */
-	kind: string;
+	kind: CoretypesKindDTO;
 	type: CoretypesTypeDTO;
 }
 
@@ -2142,16 +2178,21 @@ export interface ErrorsResponseerroradditionalDTO {
 	/**
 	 * @type string
 	 */
-	message?: string;
+	message: string;
 	/**
 	 * @type array
 	 */
-	suggestions?: string[];
+	suggestions: string[];
 }
 
-export interface ErrorsResponseretryjsonDTO {
-	delay?: TimeDurationDTO;
-}
+export type ErrorsResponseretryjsonDTOAnyOf = {
+	delay: TimeDurationDTO;
+};
+
+/**
+ * @nullable
+ */
+export type ErrorsResponseretryjsonDTO = ErrorsResponseretryjsonDTOAnyOf | null;
 
 export interface ErrorsJSONDTO {
 	/**
@@ -2161,24 +2202,24 @@ export interface ErrorsJSONDTO {
 	/**
 	 * @type array
 	 */
-	errors?: ErrorsResponseerroradditionalDTO[];
+	errors: ErrorsResponseerroradditionalDTO[];
 	/**
 	 * @type string
 	 */
 	message: string;
-	retry?: ErrorsResponseretryjsonDTO;
+	retry: ErrorsResponseretryjsonDTO | null;
 	/**
 	 * @type array
 	 */
-	suggestions?: string[];
+	suggestions: string[];
 	/**
 	 * @type string
 	 */
-	type?: string;
+	type: string;
 	/**
-	 * @type string
+	 * @type string,null
 	 */
-	url?: string;
+	url: string | null;
 }
 
 export interface AuthtypesOrgSessionContextDTO {
@@ -2243,12 +2284,12 @@ export interface AuthtypesPostableRoleDTO {
 	/**
 	 * @type string
 	 */
-	description: string;
+	description?: string;
 	/**
 	 * @type string
 	 */
 	name: string;
-	transactionGroups: AuthtypesTransactionGroupsDTO;
+	transactionGroups?: AuthtypesTransactionGroupsDTO;
 }
 
 export interface AuthtypesPostableRotateTokenDTO {
@@ -3391,12 +3432,14 @@ export interface Querybuildertypesv5FilterDTO {
 	expression?: string;
 }
 
+export type Querybuildertypesv5FunctionArgDTOValue = number | string;
+
 export interface Querybuildertypesv5FunctionArgDTO {
 	/**
 	 * @type string
 	 */
 	name?: string;
-	value?: unknown;
+	value?: Querybuildertypesv5FunctionArgDTOValue;
 }
 
 export enum Querybuildertypesv5FunctionNameDTO {
@@ -4229,26 +4272,21 @@ export interface DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesDa
 export enum DashboardtypesQueryPluginVariantGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5CompositeQueryDTOKind {
 	'signoz/CompositeQuery' = 'signoz/CompositeQuery',
 }
-export enum Querybuildertypesv5QueryTypeDTO {
+export type Querybuildertypesv5BuilderQuerySpecDTO =
+	| Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregationDTO
+	| Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTO
+	| Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5MetricAggregationDTO;
+
+export enum Querybuildertypesv5QueryEnvelopeBuilderDTOType {
 	builder_query = 'builder_query',
-	builder_formula = 'builder_formula',
-	builder_trace_operator = 'builder_trace_operator',
-	clickhouse_sql = 'clickhouse_sql',
-	promql = 'promql',
 }
-export interface Querybuildertypesv5QueryEnvelopeBuilderTraceDTO {
-	spec?: Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5TraceAggregationDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
-}
-
-export interface Querybuildertypesv5QueryEnvelopeBuilderLogDTO {
-	spec?: Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5LogAggregationDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
-}
-
-export interface Querybuildertypesv5QueryEnvelopeBuilderMetricDTO {
-	spec?: Querybuildertypesv5QueryBuilderQueryGithubComSigNozSignozPkgTypesQuerybuildertypesQuerybuildertypesv5MetricAggregationDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
+export interface Querybuildertypesv5QueryEnvelopeBuilderDTO {
+	spec?: Querybuildertypesv5BuilderQuerySpecDTO;
+	/**
+	 * @type string
+	 * @enum builder_query
+	 */
+	type: Querybuildertypesv5QueryEnvelopeBuilderDTOType;
 }
 
 export interface Querybuildertypesv5QueryBuilderFormulaDTO {
@@ -4283,9 +4321,16 @@ export interface Querybuildertypesv5QueryBuilderFormulaDTO {
 	order?: Querybuildertypesv5OrderByDTO[];
 }
 
+export enum Querybuildertypesv5QueryEnvelopeFormulaDTOType {
+	builder_formula = 'builder_formula',
+}
 export interface Querybuildertypesv5QueryEnvelopeFormulaDTO {
 	spec?: Querybuildertypesv5QueryBuilderFormulaDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
+	/**
+	 * @type string
+	 * @enum builder_formula
+	 */
+	type: Querybuildertypesv5QueryEnvelopeFormulaDTOType;
 }
 
 export interface Querybuildertypesv5QueryBuilderTraceOperatorDTO {
@@ -4346,9 +4391,16 @@ export interface Querybuildertypesv5QueryBuilderTraceOperatorDTO {
 	stepInterval?: Querybuildertypesv5StepDTO;
 }
 
+export enum Querybuildertypesv5QueryEnvelopeTraceOperatorDTOType {
+	builder_trace_operator = 'builder_trace_operator',
+}
 export interface Querybuildertypesv5QueryEnvelopeTraceOperatorDTO {
 	spec?: Querybuildertypesv5QueryBuilderTraceOperatorDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
+	/**
+	 * @type string
+	 * @enum builder_trace_operator
+	 */
+	type: Querybuildertypesv5QueryEnvelopeTraceOperatorDTOType;
 }
 
 export interface Querybuildertypesv5PromQueryDTO {
@@ -4375,9 +4427,16 @@ export interface Querybuildertypesv5PromQueryDTO {
 	step?: Querybuildertypesv5StepDTO;
 }
 
+export enum Querybuildertypesv5QueryEnvelopePromQLDTOType {
+	promql = 'promql',
+}
 export interface Querybuildertypesv5QueryEnvelopePromQLDTO {
 	spec?: Querybuildertypesv5PromQueryDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
+	/**
+	 * @type string
+	 * @enum promql
+	 */
+	type: Querybuildertypesv5QueryEnvelopePromQLDTOType;
 }
 
 export interface Querybuildertypesv5ClickHouseQueryDTO {
@@ -4399,40 +4458,24 @@ export interface Querybuildertypesv5ClickHouseQueryDTO {
 	query?: string;
 }
 
+export enum Querybuildertypesv5QueryEnvelopeClickHouseSQLDTOType {
+	clickhouse_sql = 'clickhouse_sql',
+}
 export interface Querybuildertypesv5QueryEnvelopeClickHouseSQLDTO {
 	spec?: Querybuildertypesv5ClickHouseQueryDTO;
-	type?: Querybuildertypesv5QueryTypeDTO;
+	/**
+	 * @type string
+	 * @enum clickhouse_sql
+	 */
+	type: Querybuildertypesv5QueryEnvelopeClickHouseSQLDTOType;
 }
 
 export type Querybuildertypesv5QueryEnvelopeDTO =
-	| (Querybuildertypesv5QueryEnvelopeBuilderTraceDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopeBuilderLogDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopeBuilderMetricDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopeFormulaDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopeTraceOperatorDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopePromQLDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  })
-	| (Querybuildertypesv5QueryEnvelopeClickHouseSQLDTO & {
-			spec?: unknown;
-			type?: Querybuildertypesv5QueryTypeDTO;
-	  });
+	| Querybuildertypesv5QueryEnvelopeBuilderDTO
+	| Querybuildertypesv5QueryEnvelopeFormulaDTO
+	| Querybuildertypesv5QueryEnvelopeTraceOperatorDTO
+	| Querybuildertypesv5QueryEnvelopePromQLDTO
+	| Querybuildertypesv5QueryEnvelopeClickHouseSQLDTO;
 
 /**
  * Composite query containing one or more query envelopes. Each query envelope specifies its type and corresponding spec.
@@ -5422,6 +5465,121 @@ export interface GlobaltypesConfigDTO {
 	mcp_url: string | null;
 }
 
+export enum InframonitoringtypesCheckComponentTypeDTO {
+	receiver = 'receiver',
+	processor = 'processor',
+}
+export interface InframonitoringtypesAssociatedComponentDTO {
+	/**
+	 * @type string
+	 */
+	name: string;
+	type: InframonitoringtypesCheckComponentTypeDTO;
+}
+
+export interface InframonitoringtypesAttributesComponentEntryDTO {
+	associatedComponent: InframonitoringtypesAssociatedComponentDTO;
+	/**
+	 * @type array,null
+	 */
+	attributes: string[] | null;
+}
+
+export enum InframonitoringtypesCheckTypeDTO {
+	hosts = 'hosts',
+	processes = 'processes',
+	pods = 'pods',
+	nodes = 'nodes',
+	deployments = 'deployments',
+	daemonsets = 'daemonsets',
+	statefulsets = 'statefulsets',
+	jobs = 'jobs',
+	namespaces = 'namespaces',
+	clusters = 'clusters',
+	volumes = 'volumes',
+}
+export interface InframonitoringtypesMissingMetricsComponentEntryDTO {
+	associatedComponent: InframonitoringtypesAssociatedComponentDTO;
+	/**
+	 * @type string
+	 */
+	documentationLink: string;
+	/**
+	 * @type string
+	 */
+	message: string;
+	/**
+	 * @type array,null
+	 */
+	metrics: string[] | null;
+}
+
+export interface InframonitoringtypesMissingAttributesComponentEntryDTO {
+	associatedComponent: InframonitoringtypesAssociatedComponentDTO;
+	/**
+	 * @type array,null
+	 */
+	attributes: string[] | null;
+	/**
+	 * @type string
+	 */
+	documentationLink: string;
+	/**
+	 * @type string
+	 */
+	message: string;
+}
+
+export interface InframonitoringtypesMetricsComponentEntryDTO {
+	associatedComponent: InframonitoringtypesAssociatedComponentDTO;
+	/**
+	 * @type array,null
+	 */
+	metrics: string[] | null;
+}
+
+export interface InframonitoringtypesChecksDTO {
+	/**
+	 * @type array,null
+	 */
+	missingDefaultEnabledMetrics:
+		| InframonitoringtypesMissingMetricsComponentEntryDTO[]
+		| null;
+	/**
+	 * @type array,null
+	 */
+	missingOptionalMetrics:
+		| InframonitoringtypesMissingMetricsComponentEntryDTO[]
+		| null;
+	/**
+	 * @type array,null
+	 */
+	missingRequiredAttributes:
+		| InframonitoringtypesMissingAttributesComponentEntryDTO[]
+		| null;
+	/**
+	 * @type array,null
+	 */
+	presentDefaultEnabledMetrics:
+		| InframonitoringtypesMetricsComponentEntryDTO[]
+		| null;
+	/**
+	 * @type array,null
+	 */
+	presentOptionalMetrics: InframonitoringtypesMetricsComponentEntryDTO[] | null;
+	/**
+	 * @type array,null
+	 */
+	presentRequiredAttributes:
+		| InframonitoringtypesAttributesComponentEntryDTO[]
+		| null;
+	/**
+	 * @type boolean
+	 */
+	ready: boolean;
+	type: InframonitoringtypesCheckTypeDTO;
+}
+
 export type InframonitoringtypesClusterRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -5499,13 +5657,6 @@ export interface InframonitoringtypesClusterRecordDTO {
 	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 }
 
-export interface InframonitoringtypesRequiredMetricsCheckDTO {
-	/**
-	 * @type array,null
-	 */
-	missingMetrics: string[] | null;
-}
-
 export enum InframonitoringtypesResponseTypeDTO {
 	list = 'list',
 	grouped_list = 'grouped_list',
@@ -5541,7 +5692,6 @@ export interface InframonitoringtypesClustersDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesClusterRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5619,7 +5769,6 @@ export interface InframonitoringtypesDaemonSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDaemonSetRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5697,7 +5846,6 @@ export interface InframonitoringtypesDeploymentsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDeploymentRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5783,7 +5931,6 @@ export interface InframonitoringtypesHostsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesHostRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5869,7 +6016,6 @@ export interface InframonitoringtypesJobsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesJobRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5919,7 +6065,6 @@ export interface InframonitoringtypesNamespacesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNamespaceRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5986,7 +6131,6 @@ export interface InframonitoringtypesNodesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNodeRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6070,7 +6214,6 @@ export interface InframonitoringtypesPodsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesPodRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6418,7 +6561,6 @@ export interface InframonitoringtypesStatefulSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesStatefulSetRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6487,7 +6629,6 @@ export interface InframonitoringtypesVolumesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesVolumeRecordDTO[];
-	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6653,6 +6794,227 @@ export interface LlmpricingruletypesUpdatableLLMPricingRulesDTO {
 	rules: LlmpricingruletypesUpdatableLLMPricingRuleDTO[] | null;
 }
 
+export enum MetricreductionruletypesAssetTypeDTO {
+	dashboard = 'dashboard',
+	alert_rule = 'alert_rule',
+}
+export interface MetricreductionruletypesAffectedWidgetDTO {
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+}
+
+export interface MetricreductionruletypesAffectedAssetDTO {
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type array,null
+	 */
+	impactedLabels: string[] | null;
+	/**
+	 * @type string
+	 */
+	name: string;
+	type: MetricreductionruletypesAssetTypeDTO;
+	widget?: MetricreductionruletypesAffectedWidgetDTO;
+}
+
+export enum MetricreductionruletypesMatchTypeDTO {
+	drop = 'drop',
+	keep = 'keep',
+}
+export interface MetricreductionruletypesGettableReductionRuleDTO {
+	/**
+	 * @type boolean
+	 */
+	active: boolean;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	createdBy?: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	effectiveFrom: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSamples: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSeries: number;
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+	/**
+	 * @type string
+	 */
+	metricName: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	retainedSamples: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	retainedSeries: number;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+	/**
+	 * @type string
+	 */
+	updatedBy?: string;
+}
+
+export interface MetricreductionruletypesGettableReductionRulePreviewDTO {
+	/**
+	 * @type array,null
+	 */
+	affectedAssets: MetricreductionruletypesAffectedAssetDTO[] | null;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	currentRetainedSeries: number;
+	/**
+	 * @type array,null
+	 */
+	droppedLabels: string[] | null;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	effectiveFrom: string;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSeries: number;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	reductionPercent: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	retainedSeries: number;
+}
+
+export interface MetricreductionruletypesGettableReductionRuleStatsDTO {
+	/**
+	 * @type number
+	 * @format double
+	 */
+	estimatedMonthlySavingsUsd: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSamples: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	ingestedSeries: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	retainedSamples: number;
+	/**
+	 * @type integer
+	 * @minimum 0
+	 */
+	retainedSeries: number;
+}
+
+export interface MetricreductionruletypesGettableReductionRulesDTO {
+	/**
+	 * @type array,null
+	 */
+	rules: MetricreductionruletypesGettableReductionRuleDTO[] | null;
+	/**
+	 * @type integer
+	 */
+	total: number;
+}
+
+export enum MetricreductionruletypesOrderDTO {
+	asc = 'asc',
+	desc = 'desc',
+}
+export interface MetricreductionruletypesPostableReductionRuleDTO {
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+	/**
+	 * @type string
+	 */
+	metricName: string;
+}
+
+export interface MetricreductionruletypesPostableReductionRulePreviewDTO {
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	lookbackMs?: number;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+	/**
+	 * @type string
+	 */
+	metricName: string;
+}
+
+export enum MetricreductionruletypesReductionRuleOrderByDTO {
+	metric = 'metric',
+	ingested_volume = 'ingested_volume',
+	reduced_volume = 'reduced_volume',
+	last_updated = 'last_updated',
+}
+export interface MetricreductionruletypesUpdatableReductionRuleDTO {
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+}
+
 export interface MetricsexplorertypesInspectMetricsRequestDTO {
 	/**
 	 * @type integer
@@ -6671,9 +7033,11 @@ export interface MetricsexplorertypesInspectMetricsRequestDTO {
 	start: number;
 }
 
+export type Querybuildertypesv5LabelDTOValue = string | number | boolean;
+
 export interface Querybuildertypesv5LabelDTO {
 	key?: TelemetrytypesTelemetryFieldKeyDTO;
-	value?: unknown;
+	value?: Querybuildertypesv5LabelDTOValue;
 }
 
 export interface Querybuildertypesv5BucketDTO {
@@ -7283,9 +7647,20 @@ export enum Querybuildertypesv5VariableTypeDTO {
 	custom = 'custom',
 	text = 'text',
 }
+export type Querybuildertypesv5VariableItemDTOValueOneOfItem =
+	| string
+	| number
+	| boolean;
+
+export type Querybuildertypesv5VariableItemDTOValue =
+	| string
+	| number
+	| boolean
+	| Querybuildertypesv5VariableItemDTOValueOneOfItem[];
+
 export interface Querybuildertypesv5VariableItemDTO {
 	type?: Querybuildertypesv5VariableTypeDTO;
-	value?: unknown;
+	value?: Querybuildertypesv5VariableItemDTOValue;
 }
 
 export type Querybuildertypesv5QueryRangeRequestDTOVariables = {
@@ -7333,6 +7708,13 @@ export interface Querybuildertypesv5QueryRangeResponseDTO {
 	warning?: Querybuildertypesv5QueryWarnDataDTO;
 }
 
+export enum Querybuildertypesv5QueryTypeDTO {
+	builder_query = 'builder_query',
+	builder_formula = 'builder_formula',
+	builder_trace_operator = 'builder_trace_operator',
+	clickhouse_sql = 'clickhouse_sql',
+	promql = 'promql',
+}
 export interface RenderErrorResponseDTO {
 	error: ErrorsJSONDTO;
 	/**
@@ -10210,6 +10592,21 @@ export type Healthz503 = {
 	status: string;
 };
 
+export type GetChecksParams = {
+	/**
+	 * @description undefined
+	 */
+	type: InframonitoringtypesCheckTypeDTO;
+};
+
+export type GetChecks200 = {
+	data: InframonitoringtypesChecksDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type ListClusters200 = {
 	data: InframonitoringtypesClustersDTO;
 	/**
@@ -10298,6 +10695,102 @@ export type Livez200 = {
 	status: string;
 };
 
+export type ListMetricReductionRulesParams = {
+	/**
+	 * @description undefined
+	 */
+	orderBy?: MetricreductionruletypesReductionRuleOrderByDTO;
+	/**
+	 * @description undefined
+	 */
+	order?: MetricreductionruletypesOrderDTO;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	search?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	metricName?: string;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	offset?: number;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+};
+
+export type ListMetricReductionRules200 = {
+	data: MetricreductionruletypesGettableReductionRulesDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type CreateMetricReductionRule201 = {
+	data: MetricreductionruletypesGettableReductionRuleDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type DeleteMetricReductionRuleByIDPathParameters = {
+	id: string;
+};
+export type GetMetricReductionRuleByIDPathParameters = {
+	id: string;
+};
+export type GetMetricReductionRuleByID200 = {
+	data: MetricreductionruletypesGettableReductionRuleDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type UpdateMetricReductionRuleByIDPathParameters = {
+	id: string;
+};
+export type UpdateMetricReductionRuleByID200 = {
+	data: MetricreductionruletypesGettableReductionRuleDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type PreviewMetricReductionRule200 = {
+	data: MetricreductionruletypesGettableReductionRulePreviewDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type GetMetricReductionRuleStats200 = {
+	data: MetricreductionruletypesGettableReductionRuleStatsDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type GetMetricReductionRuleTimeseries200 = {
+	data: Querybuildertypesv5QueryRangeResponseDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type ListMetricsParams = {
 	/**
 	 * @type integer,null
@@ -10334,9 +10827,14 @@ export type ListMetrics200 = {
 	status: string;
 };
 
-export type GetMetricAlertsPathParameters = {
+export type GetMetricAlertsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricAlerts200 = {
 	data: MetricsexplorertypesMetricAlertsResponseDTO;
 	/**
@@ -10345,18 +10843,20 @@ export type GetMetricAlerts200 = {
 	status: string;
 };
 
-export type GetMetricAttributesPathParameters = {
-	metricName: string;
-};
 export type GetMetricAttributesParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
+	metricName: string;
 	/**
 	 * @type integer,null
-	 * @description undefined
+	 * @description Start of the time range as a Unix timestamp in milliseconds.
 	 */
 	start?: number | null;
 	/**
 	 * @type integer,null
-	 * @description undefined
+	 * @description End of the time range as a Unix timestamp in milliseconds.
 	 */
 	end?: number | null;
 };
@@ -10369,9 +10869,14 @@ export type GetMetricAttributes200 = {
 	status: string;
 };
 
-export type GetMetricDashboardsPathParameters = {
+export type GetMetricDashboardsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricDashboards200 = {
 	data: MetricsexplorertypesMetricDashboardsResponseDTO;
 	/**
@@ -10380,9 +10885,14 @@ export type GetMetricDashboards200 = {
 	status: string;
 };
 
-export type GetMetricHighlightsPathParameters = {
+export type GetMetricHighlightsParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
+
 export type GetMetricHighlights200 = {
 	data: MetricsexplorertypesMetricHighlightsResponseDTO;
 	/**
@@ -10391,22 +10901,24 @@ export type GetMetricHighlights200 = {
 	status: string;
 };
 
-export type GetMetricMetadataPathParameters = {
-	metricName: string;
-};
-export type GetMetricMetadata200 = {
-	data: MetricsexplorertypesMetricMetadataDTO;
+export type InspectMetrics200 = {
+	data: MetricsexplorertypesInspectMetricsResponseDTO;
 	/**
 	 * @type string
 	 */
 	status: string;
 };
 
-export type UpdateMetricMetadataPathParameters = {
+export type GetMetricMetadataParams = {
+	/**
+	 * @type string
+	 * @description The name of the metric. May contain slashes (e.g. cloud-provider metrics like run.googleapis.com/request_latencies).
+	 */
 	metricName: string;
 };
-export type InspectMetrics200 = {
-	data: MetricsexplorertypesInspectMetricsResponseDTO;
+
+export type GetMetricMetadata200 = {
+	data: MetricsexplorertypesMetricMetadataDTO;
 	/**
 	 * @type string
 	 */

frontend/src/components/ErrorInPlace/ErrorInPlace.tsx

@@ -21,6 +21,8 @@ interface ErrorInPlaceProps {
 	width?: string | number;
 	/** Custom content instead of ErrorContent */
 	children?: ReactNode;
+	/** Test ID for testing */
+	'data-testid'?: string;
 }
 
 /**
@@ -44,6 +46,7 @@ function ErrorInPlace({
 	height = '100%',
 	width = '100%',
 	children,
+	'data-testid': dataTestId,
 }: ErrorInPlaceProps): JSX.Element {
 	const containerStyle: React.CSSProperties = {
 		display: 'flex',
@@ -59,7 +62,11 @@ function ErrorInPlace({
 	};
 
 	return (
-		<div className={`error-in-place ${className}`.trim()} style={containerStyle}>
+		<div
+			className={`error-in-place ${className}`.trim()}
+			style={containerStyle}
+			data-testid={dataTestId}
+		>
 			{children || <ErrorContent error={error} />}
 		</div>
 	);

frontend/src/components/MessagingQueueHealthCheck/AttributeCheckList.tsx

@@ -62,13 +62,13 @@ function ErrorTitleAndKey({
 
 		switch (parentTitle) {
 			case 'Consumers':
-				link = `${ROUTES.GET_STARTED_APPLICATION_MONITORING}?${QueryParams.getStartedSource}=kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Consumers}`;
+				link = `${ROUTES.GET_STARTED_WITH_CLOUD}?${QueryParams.getStartedSource}=self-hosted-kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Consumers}`;
 				break;
 			case 'Producers':
-				link = `${ROUTES.GET_STARTED_APPLICATION_MONITORING}?${QueryParams.getStartedSource}=kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Producers}`;
+				link = `${ROUTES.GET_STARTED_WITH_CLOUD}?${QueryParams.getStartedSource}=self-hosted-kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Producers}`;
 				break;
 			case 'Kafka':
-				link = `${ROUTES.GET_STARTED_INFRASTRUCTURE_MONITORING}?${QueryParams.getStartedSource}=kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Kafka}`;
+				link = `${ROUTES.GET_STARTED_WITH_CLOUD}?${QueryParams.getStartedSource}=self-hosted-kafka&${QueryParams.getStartedSourceService}=${MessagingQueueHealthCheckService.Kafka}`;
 				break;
 			default:
 				link = '';

frontend/src/components/PermissionDeniedFullPage/PermissionDeniedFullPage.test.tsx

@@ -5,13 +5,9 @@ describe('PermissionDeniedFullPage', () => {
 	it('renders the title and subtitle with the permissionName interpolated', () => {
 		render(<PermissionDeniedFullPage permissionName="serviceaccount:list" />);
 
-		expect(
-			screen.getByText("Uh-oh! You don't have permission to view this page."),
-		).toBeInTheDocument();
+		expect(screen.getByText('Uh-oh! You are not authorized')).toBeInTheDocument();
 		expect(screen.getByText(/serviceaccount:list/)).toBeInTheDocument();
-		expect(
-			screen.getByText(/Please ask your SigNoz administrator to grant access/),
-		).toBeInTheDocument();
+		expect(screen.getByText(/is not authorized to perform/)).toBeInTheDocument();
 	});
 
 	it('renders with a different permissionName', () => {

frontend/src/components/PermissionDeniedFullPage/PermissionDeniedFullPage.tsx

@@ -2,6 +2,7 @@ import { CircleSlash2 } from '@signozhq/icons';
 
 import styles from './PermissionDeniedFullPage.module.scss';
 import { Style } from '@signozhq/design-tokens';
+import { useAppContext } from 'providers/App/App';
 
 interface PermissionDeniedFullPageProps {
 	permissionName: string;
@@ -10,18 +11,18 @@ interface PermissionDeniedFullPageProps {
 function PermissionDeniedFullPage({
 	permissionName,
 }: PermissionDeniedFullPageProps): JSX.Element {
+	const { user } = useAppContext();
+
 	return (
 		<div className={styles.container}>
 			<div className={styles.content}>
 				<span className={styles.icon}>
 					<CircleSlash2 color={Style.CALLOUT_WARNING_TITLE} size={14} />
 				</span>
-				<p className={styles.title}>
-					Uh-oh! You don&apos;t have permission to view this page.
-				</p>
+				<p className={styles.title}>Uh-oh! You are not authorized</p>
 				<p className={styles.subtitle}>
-					You need <code className={styles.permission}>{permissionName}</code> to
-					view this page. Please ask your SigNoz administrator to grant access.
+					<code className={styles.permission}>user/{user.id}</code> is not authorized
+					to perform <code className={styles.permission}>{permissionName}</code>
 				</p>
 			</div>
 		</div>

frontend/src/components/ServiceAccountDrawer/OverviewTab.tsx

@@ -1,7 +1,9 @@
-import { useCallback } from 'react';
-import { LockKeyhole } from '@signozhq/icons';
+import { useCallback, useEffect, useState } from 'react';
+import { Check, Copy, LockKeyhole } from '@signozhq/icons';
 import { Badge } from '@signozhq/ui/badge';
+import { Button } from '@signozhq/ui/button';
 import { Input } from '@signozhq/ui/input';
+import { useCopyToClipboard } from 'react-use';
 import type { AuthtypesRoleDTO } from 'api/generated/services/sigNoz.schemas';
 import AuthZTooltip from 'components/AuthZTooltip/AuthZTooltip';
 import RolesSelect from 'components/RolesSelect';
@@ -46,6 +48,23 @@ function OverviewTab({
 	saveErrors = [],
 }: OverviewTabProps): JSX.Element {
 	const { formatTimezoneAdjustedTimestamp } = useTimezone();
+	const [, copyToClipboard] = useCopyToClipboard();
+	const [hasCopiedId, setHasCopiedId] = useState(false);
+
+	const handleCopyId = useCallback((): void => {
+		if (account.id) {
+			copyToClipboard(account.id);
+			setHasCopiedId(true);
+		}
+	}, [account.id, copyToClipboard]);
+
+	useEffect(() => {
+		if (hasCopiedId) {
+			const timer = setTimeout(() => setHasCopiedId(false), 2000);
+			return (): void => clearTimeout(timer);
+		}
+		return undefined;
+	}, [hasCopiedId]);
 
 	const formatTimestamp = useCallback(
 		(ts: string | null | undefined): string => {
@@ -93,6 +112,17 @@ function OverviewTab({
 				</label>
 				<div className="sa-drawer__input-wrapper sa-drawer__input-wrapper--disabled">
 					<span className="sa-drawer__input-text">{account.id || '—'}</span>
+					{account.id && (
+						<Button
+							variant="link"
+							color="secondary"
+							onClick={handleCopyId}
+							className="sa-drawer__copy-btn"
+							data-testid="copy-id-btn"
+						>
+							{hasCopiedId ? <Check size={14} /> : <Copy size={14} />}
+						</Button>
+					)}
 					<LockKeyhole size={14} className="sa-drawer__lock-icon" />
 				</div>
 			</div>

frontend/src/components/ServiceAccountDrawer/ServiceAccountDrawer.styles.scss

@@ -203,6 +203,19 @@
 		opacity: 0.6;
 	}
 
+	&__copy-btn {
+		flex-shrink: 0;
+		padding: 0;
+		height: auto;
+		min-height: auto;
+		color: var(--foreground);
+		opacity: 0.6;
+
+		&:hover {
+			opacity: 1;
+		}
+	}
+
 	&__disabled-roles {
 		display: flex;
 		flex-wrap: wrap;

frontend/src/components/ServiceAccountDrawer/ServiceAccountDrawer.tsx

@@ -16,7 +16,6 @@ import {
 import type { RenderErrorResponseDTO } from 'api/generated/services/sigNoz.schemas';
 import { AxiosError } from 'axios';
 import ErrorInPlace from 'components/ErrorInPlace/ErrorInPlace';
-import { GuardAuthZ } from 'components/GuardAuthZ/GuardAuthZ';
 import PermissionDeniedCallout from 'components/PermissionDeniedCallout/PermissionDeniedCallout';
 import { useRoles } from 'components/RolesSelect';
 import { SA_QUERY_PARAMS } from 'container/ServiceAccountsSettings/constants';
@@ -477,15 +476,9 @@ function ServiceAccountDrawer({
 					!isAccountLoading &&
 					!isAccountError &&
 					selectedAccountId && (
-						<GuardAuthZ
-							relation="read"
-							object={`serviceaccount:${selectedAccountId}`}
-							fallbackOnNoPermissions={(): JSX.Element => (
-								<PermissionDeniedCallout permissionName="serviceaccount:read" />
-							)}
-						>
-							<>
-								{activeTab === ServiceAccountDrawerTab.Overview && account && (
+						<>
+							{activeTab === ServiceAccountDrawerTab.Overview &&
+								(canRead && account ? (
 									<OverviewTab
 										account={account}
 										localName={localName}
@@ -504,23 +497,24 @@ function ServiceAccountDrawer({
 										onRefetchRoles={refetchRoles}
 										saveErrors={saveErrors}
 									/>
-								)}
-								{activeTab === ServiceAccountDrawerTab.Keys &&
-									(canListKeys ? (
-										<KeysTab
-											keys={keys}
-											isLoading={keysLoading}
-											isDisabled={isDeleted}
-											canUpdate={canUpdate}
-											accountId={selectedAccountId}
-											currentPage={keysPage}
-											pageSize={PAGE_SIZE}
-										/>
-									) : (
-										<PermissionDeniedCallout permissionName="factor-api-key:list" />
-									))}
-							</>
-						</GuardAuthZ>
+								) : (
+									<PermissionDeniedCallout permissionName="serviceaccount:read" />
+								))}
+							{activeTab === ServiceAccountDrawerTab.Keys &&
+								(canListKeys ? (
+									<KeysTab
+										keys={keys}
+										isLoading={keysLoading}
+										isDisabled={isDeleted}
+										canUpdate={canUpdate}
+										accountId={selectedAccountId}
+										currentPage={keysPage}
+										pageSize={PAGE_SIZE}
+									/>
+								) : (
+									<PermissionDeniedCallout permissionName="factor-api-key:list" />
+								))}
+						</>
 					)}
 			</div>
 		</div>

frontend/src/components/SpanHoverCard/__tests__/SpanHoverCard.test.tsx

@@ -22,6 +22,7 @@ jest.mock('providers/Timezone', () => ({
 		},
 		updateTimezone: jest.fn(),
 		formatTimezoneAdjustedTimestamp: jest.fn(() => 'mock-date'),
+		formatTimezoneAdjustedTimestampOptional: jest.fn(() => 'mock-date'),
 		isAdaptationEnabled: true,
 		setIsAdaptationEnabled: jest.fn(),
 	}),

frontend/src/constants/features.ts

@@ -7,10 +7,10 @@ export enum FeatureKeys {
 	GATEWAY = 'gateway',
 	PREMIUM_SUPPORT = 'premium_support',
 	ANOMALY_DETECTION = 'anomaly_detection',
-	ONBOARDING_V3 = 'onboarding_v3',
 	DOT_METRICS_ENABLED = 'dot_metrics_enabled',
 	USE_JSON_BODY = 'use_json_body',
 	USE_FINE_GRAINED_AUTHZ = 'use_fine_grained_authz',
 	USE_DASHBOARD_V2 = 'use_dashboard_v2',
 	EMABLE_AI_OBSERVABILITY = 'enable_ai_observability',
+	ENABLE_METRICS_REDUCTION = 'enable_metrics_reduction',
 }

frontend/src/constants/routes.ts

@@ -11,14 +11,7 @@ const ROUTES = {
 	TRACE_DETAIL_OLD: '/trace-old/:id',
 	TRACES_EXPLORER: '/traces-explorer',
 	ONBOARDING: '/onboarding',
-	GET_STARTED: '/get-started',
 	GET_STARTED_WITH_CLOUD: '/get-started-with-signoz-cloud',
-	GET_STARTED_APPLICATION_MONITORING: '/get-started/application-monitoring',
-	GET_STARTED_LOGS_MANAGEMENT: '/get-started/logs-management',
-	GET_STARTED_INFRASTRUCTURE_MONITORING:
-		'/get-started/infrastructure-monitoring',
-	GET_STARTED_AWS_MONITORING: '/get-started/aws-monitoring',
-	GET_STARTED_AZURE_MONITORING: '/get-started/azure-monitoring',
 	USAGE_EXPLORER: '/usage-explorer',
 	APPLICATION: '/services',
 	ALL_DASHBOARD: '/dashboard',
@@ -56,7 +49,9 @@ const ROUTES = {
 	TRACE_EXPLORER: '/trace-explorer',
 	BILLING: '/settings/billing',
 	ROLES_SETTINGS: '/settings/roles',
+	ROLE_CREATE: '/settings/roles/new',
 	ROLE_DETAILS: '/settings/roles/:roleId',
+	ROLE_EDIT: '/settings/roles/:roleId/edit',
 	MEMBERS_SETTINGS: '/settings/members',
 	SUPPORT: '/support',
 	LOGS_SAVE_VIEWS: '/logs/saved-views',
@@ -79,6 +74,7 @@ const ROUTES = {
 	METRICS_EXPLORER: '/metrics-explorer/summary',
 	METRICS_EXPLORER_EXPLORER: '/metrics-explorer/explorer',
 	METRICS_EXPLORER_VIEWS: '/metrics-explorer/views',
+	METRICS_EXPLORER_VOLUME_CONTROL: '/metrics-explorer/volume-control',
 	API_MONITORING_BASE: '/api-monitoring',
 	API_MONITORING: '/api-monitoring/explorer',
 	METRICS_EXPLORER_BASE: '/metrics-explorer',

frontend/src/container/AppLayout/index.tsx

@@ -413,14 +413,8 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 	const isPanelEditorV2 = routeKey === 'DASHBOARD_PANEL_EDITOR';
 
 	const renderFullScreen =
-		pathname === ROUTES.GET_STARTED ||
 		pathname === ROUTES.ONBOARDING ||
 		pathname === ROUTES.GET_STARTED_WITH_CLOUD ||
-		pathname === ROUTES.GET_STARTED_APPLICATION_MONITORING ||
-		pathname === ROUTES.GET_STARTED_INFRASTRUCTURE_MONITORING ||
-		pathname === ROUTES.GET_STARTED_LOGS_MANAGEMENT ||
-		pathname === ROUTES.GET_STARTED_AWS_MONITORING ||
-		pathname === ROUTES.GET_STARTED_AZURE_MONITORING ||
 		isPublicDashboard ||
 		isPanelEditorV2;
 

frontend/src/container/FullScreenHeader/FullScreenHeader.styles.scss

@@ -1,29 +0,0 @@
-.full-screen-header-container {
-	display: flex;
-	justify-content: center;
-	align-items: center;
-	padding: 24px 0;
-
-	.brand-logo {
-		display: flex;
-		justify-content: center;
-		align-items: center;
-		gap: 16px;
-		cursor: pointer;
-
-		img {
-			height: 32px;
-			width: 32px;
-		}
-
-		.brand-logo-name {
-			font-family: 'Work Sans', sans-serif;
-			font-size: 24px;
-			font-style: normal;
-			font-weight: 500;
-			line-height: 18px;
-
-			color: var(--l1-foreground);
-		}
-	}
-}

frontend/src/container/FullScreenHeader/FullScreenHeader.tsx

@@ -1,28 +0,0 @@
-import history from 'lib/history';
-
-import signozBrandLogoUrl from '@/assets/Logos/signoz-brand-logo.svg';
-
-import './FullScreenHeader.styles.scss';
-
-export default function FullScreenHeader({
-	overrideRoute,
-}: {
-	overrideRoute?: string;
-}): React.ReactElement {
-	const handleLogoClick = (): void => {
-		history.push(overrideRoute || '/');
-	};
-	return (
-		<div className="full-screen-header-container">
-			<div className="brand-logo" onClick={handleLogoClick}>
-				<img src={signozBrandLogoUrl} alt="SigNoz" />
-
-				<div className="brand-logo-name">SigNoz</div>
-			</div>
-		</div>
-	);
-}
-
-FullScreenHeader.defaultProps = {
-	overrideRoute: '/',
-};

frontend/src/container/MembersSettings/MembersSettings.styles.scss

@@ -1,10 +1,12 @@
-.members-settings {
+.members-settings-page {
 	display: flex;
 	flex-direction: column;
 	gap: var(--spacing-8);
 	padding: var(--padding-4) var(--padding-2) var(--padding-6) var(--padding-4);
 	height: 100%;
+}
 
+.members-settings {
 	&__header {
 		display: flex;
 		flex-direction: column;

frontend/src/container/MembersSettings/MembersSettings.tsx

@@ -9,6 +9,7 @@ import EditMemberDrawer from 'components/EditMemberDrawer/EditMemberDrawer';
 import InviteMembersModal from 'components/InviteMembersModal/InviteMembersModal';
 import MembersTable, { MemberRow } from 'components/MembersTable/MembersTable';
 import useUrlQuery from 'hooks/useUrlQuery';
+import { parseAsBoolean, useQueryState } from 'nuqs';
 import { toISOString } from 'utils/app';
 
 import { FilterMode, MemberStatus, toMemberStatus } from './utils';
@@ -26,7 +27,10 @@ function MembersSettings(): JSX.Element {
 	// TODO(nuqs): Replace with nuqs once the nuqs setup and integration is done - for search
 	const [searchQuery, setSearchQuery] = useState('');
 	const [filterMode, setFilterMode] = useState<FilterMode>(FilterMode.All);
-	const [isInviteModalOpen, setIsInviteModalOpen] = useState(false);
+	const [isInviteModalOpen, setIsInviteModalOpen] = useQueryState(
+		'invite',
+		parseAsBoolean.withDefault(false),
+	);
 	const [selectedMember, setSelectedMember] = useState<MemberRow | null>(null);
 
 	const { data: usersData, isLoading, refetch: refetchUsers } = useListUsers();
@@ -160,7 +164,7 @@ function MembersSettings(): JSX.Element {
 	}, [refetchUsers]);
 
 	return (
-		<>
+		<div className="members-settings-page">
 			<div className="members-settings">
 				<div className="members-settings__header">
 					<h1 className="members-settings__title">Members</h1>
@@ -201,7 +205,7 @@ function MembersSettings(): JSX.Element {
 					<Button
 						variant="solid"
 						color="primary"
-						onClick={(): void => setIsInviteModalOpen(true)}
+						onClick={(): void => void setIsInviteModalOpen(true)}
 					>
 						<Plus size={12} />
 						Invite member
@@ -221,7 +225,7 @@ function MembersSettings(): JSX.Element {
 
 			<InviteMembersModal
 				open={isInviteModalOpen}
-				onClose={(): void => setIsInviteModalOpen(false)}
+				onClose={(): void => void setIsInviteModalOpen(null)}
 				onComplete={handleInviteComplete}
 			/>
 
@@ -231,7 +235,7 @@ function MembersSettings(): JSX.Element {
 				onClose={handleDrawerClose}
 				onComplete={handleMemberEditComplete}
 			/>
-		</>
+		</div>
 	);
 }
 

frontend/src/container/MembersSettings/__tests__/MembersSettings.integration.test.tsx

@@ -130,4 +130,14 @@ describe('MembersSettings (integration)', () => {
 			screen.findAllByPlaceholderText('john@signoz.io'),
 		).resolves.toHaveLength(3);
 	});
+
+	it('opens InviteMembersModal when invite=true query param is present', async () => {
+		render(<MembersSettings />, undefined, {
+			initialRoute: '/settings/members?invite=true',
+		});
+
+		await expect(
+			screen.findAllByPlaceholderText('john@signoz.io'),
+		).resolves.toHaveLength(3);
+	});
 });

frontend/src/container/MetricsExplorer/Explorer/TimeSeries.tsx

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

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

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

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

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

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

@@ -21,6 +21,7 @@ import AllAttributes from './AllAttributes';
 import DashboardsAndAlertsPopover from './DashboardsAndAlertsPopover';
 import Highlights from './Highlights';
 import Metadata from './Metadata';
+import VolumeControlSection from '../VolumeControl/components/VolumeControlSection/VolumeControlSection';
 import { MetricDetailsProps } from './types';
 import { getMetricDetailsQuery } from './utils';
 
@@ -56,7 +57,7 @@ function MetricDetails({
 	);
 
 	const metadata = useMemo(() => {
-		if (!metricMetadataResponse?.data) {
+		if (!metricMetadataResponse) {
 			return null;
 		}
 		const { type, description, unit, temporality, isMonotonic } =
@@ -190,6 +191,7 @@ function MetricDetails({
 					isLoadingMetricMetadata={isLoadingMetricMetadata}
 					refetchMetricMetadata={refetchMetricMetadata}
 				/>
+				<VolumeControlSection metricName={metricName} />
 				<AllAttributes
 					metricName={metricName}
 					metricType={metadata?.type}

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

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

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

@@ -77,6 +77,14 @@ jest.mock(
 		},
 );
 
+jest.mock(
+	'container/MetricsExplorer/VolumeControl/components/VolumeControlSection/VolumeControlSection',
+	() =>
+		function MockVolumeControlSection(): JSX.Element {
+			return <div data-testid="volume-control-section-mock">Volume Control</div>;
+		},
+);
+
 const useGetMetricMetadataMock = jest.spyOn(
 	metricsExplorerHooks,
 	'useGetMetricMetadata',

frontend/src/container/MetricsExplorer/Summary/Summary.styles.scss

@@ -58,6 +58,7 @@
 	}
 
 	.metrics-table-container {
+		padding-bottom: 48px;
 		.ant-table {
 			margin-left: -16px;
 			margin-right: -16px;

frontend/src/container/MetricsExplorer/VolumeControl/chartUtils.ts

@@ -0,0 +1,64 @@
+import {
+	Querybuildertypesv5QueryRangeResponseDTO,
+	Querybuildertypesv5TimeSeriesDataDTO,
+	Querybuildertypesv5TimeSeriesDTO,
+	Querybuildertypesv5TimeSeriesValueDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { SuccessResponse } from 'types/api';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+
+function findSeries(
+	series: Querybuildertypesv5TimeSeriesDTO[] | null | undefined,
+	label: string,
+): Querybuildertypesv5TimeSeriesDTO | undefined {
+	return series?.find((entry) =>
+		(entry.labels ?? []).some((value) => value.value === label),
+	);
+}
+
+function toChartValues(
+	points: Querybuildertypesv5TimeSeriesValueDTO[],
+): [number, string][] {
+	return points.map((point) => [
+		Math.floor((point.timestamp ?? 0) / 1000),
+		String(point.value ?? 0),
+	]);
+}
+
+export function buildVolumeChartPayload(
+	response?: Querybuildertypesv5QueryRangeResponseDTO,
+): SuccessResponse<MetricRangePayloadProps> {
+	const result = response?.data?.results?.[0] as
+		| Querybuildertypesv5TimeSeriesDataDTO
+		| undefined;
+	const series = result?.aggregations?.[0]?.series;
+
+	const ingested = findSeries(series, 'ingested')?.values ?? [];
+	const retained = findSeries(series, 'retained')?.values ?? [];
+
+	return {
+		statusCode: 200,
+		message: 'Success',
+		error: null,
+		payload: {
+			data: {
+				resultType: 'matrix',
+				result: [
+					{
+						queryName: 'ingested',
+						legend: 'Ingested',
+						metric: {},
+						values: toChartValues(ingested),
+					},
+					{
+						queryName: 'retained',
+						legend: 'Retained',
+						metric: {},
+						values: toChartValues(retained),
+					},
+				],
+				newResult: { data: { result: [], resultType: 'matrix' } },
+			},
+		},
+	};
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlBadge.tsx

@@ -0,0 +1,34 @@
+import { Gauge } from '@signozhq/icons';
+import { Tooltip } from 'antd';
+import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
+
+import { Badge } from '@signozhq/ui/badge';
+
+interface VolumeControlBadgeProps {
+	rule: MetricreductionruletypesGettableReductionRuleDTO;
+}
+
+function VolumeControlBadge({ rule }: VolumeControlBadgeProps): JSX.Element {
+	const badge = (
+		<Badge
+			data-testid="vc-badge-active"
+			variant="outline"
+			color={rule.active ? 'success' : 'warning'}
+		>
+			<Gauge size={12} />
+			{rule.active ? 'Active' : 'Pending'}
+		</Badge>
+	);
+
+	if (rule.active) {
+		return badge;
+	}
+
+	return (
+		<Tooltip title="Takes about 5 minutes to take effect">
+			<span>{badge}</span>
+		</Tooltip>
+	);
+}
+
+export default VolumeControlBadge;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlChart/VolumeControlChart.module.scss

@@ -0,0 +1,25 @@
+.chart {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	border: 1px solid var(--bg-slate-400, #1d212d);
+	border-radius: 6px;
+	padding: 12px 16px 0 16px;
+}
+
+.chartTitle {
+	text-transform: uppercase;
+	letter-spacing: 0.05em;
+}
+
+.chartBody {
+	height: 340px;
+}
+
+.chartStatus {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+	width: 100%;
+	height: 100%;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlChart/VolumeControlChart.tsx

@@ -0,0 +1,109 @@
+import { Color } from '@signozhq/design-tokens';
+import { Typography } from '@signozhq/ui/typography';
+import { Spin } from 'antd';
+import { useGetMetricReductionRuleTimeseries } from 'api/generated/services/metrics';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
+import { buildBaseConfig } from 'container/DashboardContainer/visualization/panels/utils/baseConfigBuilder';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+import { useResizeObserver } from 'hooks/useDimensions';
+import { LegendPosition } from 'lib/uPlotV2/components/types';
+import { DrawStyle } from 'lib/uPlotV2/config/types';
+import { getUPlotChartData } from 'lib/uPlotLib/utils/getUplotChartData';
+import { useTimezone } from 'providers/Timezone';
+import { useMemo, useRef } from 'react';
+
+import { buildVolumeChartPayload } from '../../chartUtils';
+import styles from './VolumeControlChart.module.scss';
+
+const COLOR_MAPPING: Record<string, string> = {
+	Ingested: Color.BG_ROBIN_500,
+	Retained: Color.BG_FOREST_500,
+};
+
+interface VolumeControlChartProps {
+	enabled: boolean;
+}
+
+function VolumeControlChart({ enabled }: VolumeControlChartProps): JSX.Element {
+	const { data, isLoading, isError } = useGetMetricReductionRuleTimeseries({
+		query: { enabled },
+	});
+
+	const isDarkMode = useIsDarkMode();
+	const { timezone } = useTimezone();
+	const graphRef = useRef<HTMLDivElement>(null);
+	const dimensions = useResizeObserver(graphRef);
+
+	const payload = useMemo(
+		() => buildVolumeChartPayload(data?.data).payload,
+		[data],
+	);
+	const chartData = useMemo(() => getUPlotChartData(payload), [payload]);
+
+	const config = useMemo(() => {
+		const timestamps = (chartData[0] as number[]) ?? [];
+		const builder = buildBaseConfig({
+			id: 'metric-volume-control',
+			isDarkMode,
+			apiResponse: payload,
+			timezone,
+			panelType: PANEL_TYPES.BAR,
+			yAxisUnit: 'short',
+			onDragSelect: (): void => {},
+			minTimeScale: timestamps[0],
+			maxTimeScale: timestamps[timestamps.length - 1],
+		});
+		(payload.data.result ?? []).forEach((series) => {
+			builder.addSeries({
+				scaleKey: 'y',
+				drawStyle: DrawStyle.Bar,
+				label: series.legend ?? series.queryName,
+				colorMapping: COLOR_MAPPING,
+				isDarkMode,
+			});
+		});
+		return builder;
+	}, [payload, chartData, isDarkMode, timezone]);
+
+	return (
+		<div className={styles.chart} data-testid="volume-control-chart">
+			<Typography.Text className={styles.chartTitle} size={'small'}>
+				Series volume over time · ingested vs retained
+			</Typography.Text>
+			<div className={styles.chartBody} ref={graphRef}>
+				{isLoading && (
+					<div
+						className={styles.chartStatus}
+						data-testid="volume-control-chart-loading"
+					>
+						<Spin size="small" />
+					</div>
+				)}
+				{!isLoading && isError && (
+					<div
+						className={styles.chartStatus}
+						data-testid="volume-control-chart-error"
+					>
+						<Typography.Text size="small" color="danger">
+							Failed to load chart
+						</Typography.Text>
+					</div>
+				)}
+				{!isLoading && !isError && dimensions.width > 0 && (
+					<BarChart
+						config={config}
+						data={chartData}
+						width={dimensions.width}
+						height={dimensions.height}
+						yAxisUnit="short"
+						timezone={timezone}
+						legendConfig={{ position: LegendPosition.BOTTOM }}
+					/>
+				)}
+			</div>
+		</div>
+	);
+}
+
+export default VolumeControlChart;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ImpactPanel/ImpactPanel.module.scss

@@ -0,0 +1,43 @@
+.impactPanel {
+	border: 1px solid var(--bg-slate-400, #1d212d);
+	border-radius: 6px;
+	background: var(--bg-ink-300, #16181d);
+	padding: 14px;
+}
+
+.meterGrid {
+	display: grid;
+	grid-template-columns: repeat(3, 1fr);
+	gap: 12px;
+}
+
+.meter {
+	display: flex;
+	flex-direction: column;
+	gap: 5px;
+}
+
+.meterLabelRow {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+}
+
+.meterLabel {
+	text-transform: uppercase;
+	letter-spacing: 0.04em;
+}
+
+.meterInfo {
+	flex-shrink: 0;
+	color: var(--bg-vanilla-400, #c0c1c3);
+	line-height: 1;
+	cursor: help;
+}
+
+.meterValue {
+	display: flex;
+	align-items: baseline;
+	gap: 6px;
+	font-family: 'Geist Mono', monospace;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ImpactPanel/ImpactPanel.tsx

@@ -0,0 +1,112 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import { Spin, Tooltip } from 'antd';
+import { MetricreductionruletypesGettableReductionRulePreviewDTO } from 'api/generated/services/sigNoz.schemas';
+import { popupContainer } from 'utils/selectPopupContainer';
+
+import { formatCompact } from '../../../configUtils';
+import { RuleMode } from '../../../types';
+import styles from './ImpactPanel.module.scss';
+
+interface ImpactPanelProps {
+	mode: RuleMode;
+	preview?: MetricreductionruletypesGettableReductionRulePreviewDTO;
+	isLoading: boolean;
+}
+
+function ImpactPanel({
+	mode,
+	preview,
+	isLoading,
+}: ImpactPanelProps): JSX.Element {
+	if (mode === 'all') {
+		return (
+			<div className={styles.impactPanel} data-testid="volume-control-impact">
+				<Typography.Text size="small" color="muted">
+					All attributes remain queryable, no reduction.
+				</Typography.Text>
+			</div>
+		);
+	}
+
+	const full = preview?.ingestedSeries ?? 0;
+	const current = preview?.currentRetainedSeries ?? 0;
+	const proposed = preview?.retainedSeries ?? 0;
+	const deltaPct = current > 0 ? (1 - proposed / current) * 100 : 0;
+	const reductionLabel = `${deltaPct >= 0 ? '−' : '+'}${Math.round(
+		Math.abs(deltaPct),
+	)}%`;
+
+	return (
+		<div className={styles.impactPanel} data-testid="volume-control-impact">
+			{isLoading && <Spin size="small" />}
+			{!isLoading && preview && (
+				<div className={styles.meterGrid}>
+					<div className={styles.meter}>
+						<div className={styles.meterLabelRow}>
+							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+								Full series
+							</Typography.Text>
+							<Tooltip
+								title="Total number of series for this metric before any reduction."
+								getPopupContainer={popupContainer}
+							>
+								<Info size={12} className={styles.meterInfo} />
+							</Tooltip>
+						</div>
+						<Typography.Text size="2xl" className={styles.meterValue}>
+							{formatCompact(full)}
+						</Typography.Text>
+					</div>
+					<div className={styles.meter}>
+						<div className={styles.meterLabelRow}>
+							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+								Current retained
+							</Typography.Text>
+							<Tooltip
+								title="Series kept today under the metric's existing rule, or all of them if it has no rule yet."
+								getPopupContainer={popupContainer}
+							>
+								<Info size={12} className={styles.meterInfo} />
+							</Tooltip>
+						</div>
+						<Typography.Text size="2xl" className={styles.meterValue}>
+							{formatCompact(current)}
+						</Typography.Text>
+					</div>
+					<div className={styles.meter}>
+						<div className={styles.meterLabelRow}>
+							<Typography.Text size="xs" color="muted" className={styles.meterLabel}>
+								Potential retained
+							</Typography.Text>
+							<Tooltip
+								title="Series that would be kept if you save this rule, with the reduction vs what's retained today."
+								getPopupContainer={popupContainer}
+							>
+								<Info size={12} className={styles.meterInfo} />
+							</Tooltip>
+						</div>
+						<Typography.Text size="2xl" className={styles.meterValue}>
+							{formatCompact(proposed)}
+							{deltaPct !== 0 && (
+								<Typography.Text
+									size="small"
+									color={deltaPct >= 0 ? 'success' : undefined}
+								>
+									{reductionLabel}
+								</Typography.Text>
+							)}
+						</Typography.Text>
+					</div>
+				</div>
+			)}
+			{!isLoading && !preview && (
+				<Typography.Text size="small" color="muted">
+					Select attributes to preview the impact.
+				</Typography.Text>
+			)}
+		</div>
+	);
+}
+
+export default ImpactPanel;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/LabelSelector/LabelSelector.module.scss

@@ -0,0 +1,10 @@
+.fieldGroup {
+	display: flex;
+	flex-direction: column;
+	gap: 6px;
+}
+
+.attributeSelect {
+	width: 100%;
+	margin-top: 4px;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/LabelSelector/LabelSelector.tsx

@@ -0,0 +1,54 @@
+import { Typography } from '@signozhq/ui/typography';
+import { Select } from 'antd';
+import { popupContainer } from 'utils/selectPopupContainer';
+
+import { RuleMode } from '../../../types';
+import styles from './LabelSelector.module.scss';
+
+interface LabelSelectorProps {
+	mode: RuleMode;
+	options: string[];
+	value: string[];
+	onChange: (labels: string[]) => void;
+	loading?: boolean;
+}
+
+function LabelSelector({
+	mode,
+	options,
+	value,
+	onChange,
+	loading,
+}: LabelSelectorProps): JSX.Element {
+	const helpText =
+		mode === 'include'
+			? 'Only the selected attributes will remain queryable.'
+			: 'The selected attributes will be aggregated away; all others stay queryable.';
+
+	return (
+		<div
+			className={styles.fieldGroup}
+			data-testid="volume-control-label-selector"
+		>
+			<Typography.Text size="small" weight="semibold">
+				Attributes
+			</Typography.Text>
+			<Typography.Text size="sm" color="muted">
+				{helpText}
+			</Typography.Text>
+			<Select
+				mode="multiple"
+				className={styles.attributeSelect}
+				placeholder="Select attributes"
+				value={value}
+				onChange={onChange}
+				loading={loading}
+				options={options.map((key) => ({ label: key, value: key }))}
+				getPopupContainer={popupContainer}
+				data-testid="volume-control-label-select"
+			/>
+		</div>
+	);
+}
+
+export default LabelSelector;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ModeSelector/ModeSelector.module.scss

@@ -0,0 +1,29 @@
+.modeOptions {
+	display: grid;
+	grid-template-columns: repeat(3, 1fr);
+	gap: 10px;
+}
+
+.modeOption {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+	text-align: left;
+	border: 1px solid var(--bg-slate-400, #1d212d);
+	border-radius: 6px;
+	background: var(--bg-ink-300, #16181d);
+	padding: 12px;
+	cursor: pointer;
+	transition:
+		border-color 0.12s ease,
+		background 0.12s ease;
+
+	&:hover {
+		border-color: var(--bg-slate-200, #2c3140);
+	}
+}
+
+.modeOptionSelected {
+	border-color: var(--bg-robin-500, #4e74f8);
+	background: var(--callout-primary-background);
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/ModeSelector/ModeSelector.tsx

@@ -0,0 +1,64 @@
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+
+import { RuleMode } from '../../../types';
+import styles from './ModeSelector.module.scss';
+
+interface ModeOption {
+	mode: RuleMode;
+	title: string;
+	description: string;
+}
+
+const MODE_OPTIONS: ModeOption[] = [
+	{
+		mode: 'all',
+		title: 'Allow all attributes',
+		description: 'All attributes stay queryable. Removes any existing rule.',
+	},
+	{
+		mode: 'include',
+		title: 'Include',
+		description: 'Allowlist: only the selected attributes stay queryable.',
+	},
+	{
+		mode: 'exclude',
+		title: 'Exclude',
+		description: 'Blocklist: the selected attributes are aggregated away.',
+	},
+];
+
+interface ModeSelectorProps {
+	mode: RuleMode;
+	onChange: (mode: RuleMode) => void;
+}
+
+function ModeSelector({ mode, onChange }: ModeSelectorProps): JSX.Element {
+	return (
+		<div
+			className={styles.modeOptions}
+			data-testid="volume-control-mode-selector"
+		>
+			{MODE_OPTIONS.map((option) => (
+				<button
+					type="button"
+					key={option.mode}
+					className={cx(styles.modeOption, {
+						[styles.modeOptionSelected]: mode === option.mode,
+					})}
+					onClick={(): void => onChange(option.mode)}
+					data-testid={`volume-control-mode-${option.mode}`}
+				>
+					<Typography.Text size="small" weight="semibold">
+						{option.title}
+					</Typography.Text>
+					<Typography.Text size="sm" color="muted">
+						{option.description}
+					</Typography.Text>
+				</button>
+			))}
+		</div>
+	);
+}
+
+export default ModeSelector;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/RelatedAssetsWarning/RelatedAssetsWarning.module.scss

@@ -0,0 +1,20 @@
+.warning {
+	display: flex;
+	gap: 10px;
+	padding: 11px 13px;
+	border-radius: 6px;
+	background: var(--callout-warning-background);
+	border: 1px solid var(--callout-warning-border);
+	color: var(--callout-warning-icon);
+}
+
+.warningBody {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}
+
+.assetList {
+	margin: 2px 0 0;
+	padding-left: 16px;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/RelatedAssetsWarning/RelatedAssetsWarning.tsx

@@ -0,0 +1,97 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import {
+	MetricreductionruletypesAffectedAssetDTO,
+	MetricreductionruletypesAssetTypeDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { QueryParams } from 'constants/query';
+import ROUTES from 'constants/routes';
+
+import styles from './RelatedAssetsWarning.module.scss';
+
+const AssetType = MetricreductionruletypesAssetTypeDTO;
+
+function assetHref(
+	asset: MetricreductionruletypesAffectedAssetDTO,
+): string | undefined {
+	if (!asset.id) {
+		return undefined;
+	}
+	if (asset.type === AssetType.dashboard) {
+		const base = ROUTES.DASHBOARD.replace(':dashboardId', asset.id);
+		return asset.widget?.id
+			? `${base}?${QueryParams.expandedWidgetId}=${asset.widget.id}`
+			: base;
+	}
+	if (asset.type === AssetType.alert_rule) {
+		return `${ROUTES.EDIT_ALERTS}?ruleId=${asset.id}`;
+	}
+	return undefined;
+}
+
+interface RelatedAssetsWarningProps {
+	affectedAssets?: MetricreductionruletypesAffectedAssetDTO[] | null;
+}
+
+function RelatedAssetsWarning({
+	affectedAssets,
+}: RelatedAssetsWarningProps): JSX.Element | null {
+	const impacted = (affectedAssets ?? []).filter(
+		(asset) =>
+			asset.type === AssetType.alert_rule ||
+			(asset.impactedLabels ?? []).length > 0,
+	);
+	if (impacted.length === 0) {
+		return null;
+	}
+
+	const impactedLabels = Array.from(
+		new Set(impacted.flatMap((asset) => asset.impactedLabels ?? [])),
+	);
+
+	return (
+		<div className={styles.warning} data-testid="volume-control-warning">
+			<Info size={14} />
+			<div className={styles.warningBody}>
+				<Typography.Text as="div" size="small" weight="semibold" color="warning">
+					This rule affects {impacted.length} related asset
+					{impacted.length > 1 ? 's' : ''}.
+				</Typography.Text>
+				{impactedLabels.length > 0 && (
+					<Typography.Text as="div" size="sm" color="muted">
+						{impactedLabels.join(', ')} will no longer be queryable; affected panels
+						fall back to aggregated data once the rule applies.
+					</Typography.Text>
+				)}
+				<ul className={styles.assetList}>
+					{impacted.map((asset) => {
+						const href = assetHref(asset);
+						const label = `${asset.name}${
+							asset.widget ? ` · ${asset.widget.name}` : ''
+						}`;
+						return (
+							<li key={`${asset.type}-${asset.id}-${asset.widget?.id ?? ''}`}>
+								{href ? (
+									<Typography.Link
+										size="sm"
+										href={href}
+										target="_blank"
+										rel="noopener noreferrer"
+									>
+										{label}
+									</Typography.Link>
+								) : (
+									<Typography.Text size="sm" color="muted">
+										{label}
+									</Typography.Text>
+								)}
+							</li>
+						);
+					})}
+				</ul>
+			</div>
+		</div>
+	);
+}
+
+export default RelatedAssetsWarning;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/VolumeControlConfigDrawer.module.scss

@@ -0,0 +1,30 @@
+.body {
+	display: flex;
+	flex-direction: column;
+	gap: 20px;
+	padding: 4px 2px;
+}
+
+.adminRow {
+	display: flex;
+	align-items: center;
+	gap: 10px;
+}
+
+.adminOnlyTag {
+	border: 1px solid var(--bg-amber-500, #ffcc56);
+	border-radius: 99px;
+	padding: 1px 8px;
+	letter-spacing: 0.03em;
+}
+
+.footer {
+	display: flex;
+	align-items: center;
+	gap: 10px;
+	width: 100%;
+}
+
+.footerSpacer {
+	flex: 1;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlConfigDrawer/VolumeControlConfigDrawer.tsx

@@ -0,0 +1,126 @@
+import { Button } from '@signozhq/ui/button';
+import { DrawerWrapper } from '@signozhq/ui/drawer';
+import { Typography } from '@signozhq/ui/typography';
+import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
+
+import { useVolumeControlConfig } from '../../hooks/useVolumeControlConfig';
+import ImpactPanel from './ImpactPanel/ImpactPanel';
+import LabelSelector from './LabelSelector/LabelSelector';
+import ModeSelector from './ModeSelector/ModeSelector';
+import RelatedAssetsWarning from './RelatedAssetsWarning/RelatedAssetsWarning';
+import styles from './VolumeControlConfigDrawer.module.scss';
+
+interface VolumeControlConfigDrawerProps {
+	metricName: string;
+	existingRule: MetricreductionruletypesGettableReductionRuleDTO | null;
+	open: boolean;
+	onClose: () => void;
+}
+
+function VolumeControlConfigDrawer({
+	metricName,
+	existingRule,
+	open,
+	onClose,
+}: VolumeControlConfigDrawerProps): JSX.Element {
+	const {
+		mode,
+		setMode,
+		labels,
+		setLabels,
+		attributeKeys,
+		isLoadingAttributes,
+		preview,
+		isPreviewLoading,
+		save,
+		remove,
+		isSaving,
+		isRemoving,
+		hasExistingRule,
+		isSaveDisabled,
+	} = useVolumeControlConfig({ metricName, existingRule, open, onClose });
+
+	const footer = (
+		<div className={styles.footer}>
+			<Typography.Text size="small" color="muted">
+				Changes take effect about 5 minutes after saving.
+			</Typography.Text>
+			<div className={styles.footerSpacer} />
+			<Button
+				variant="outlined"
+				color="secondary"
+				onClick={onClose}
+				data-testid="volume-control-cancel"
+			>
+				Cancel
+			</Button>
+			{hasExistingRule && (
+				<Button
+					variant="ghost"
+					color="destructive"
+					onClick={remove}
+					loading={isRemoving}
+					data-testid="volume-control-remove"
+				>
+					Remove rule
+				</Button>
+			)}
+			<Button
+				variant="solid"
+				color="primary"
+				onClick={save}
+				disabled={isSaveDisabled}
+				loading={isSaving}
+				data-testid="volume-control-save"
+			>
+				Save rule
+			</Button>
+		</div>
+	);
+
+	return (
+		<DrawerWrapper
+			open={open}
+			onOpenChange={(next: boolean): void => {
+				if (!next) {
+					onClose();
+				}
+			}}
+			title={`Manage attributes · ${metricName}`}
+			direction="right"
+			showCloseButton
+			width="wide"
+			footer={footer}
+			showOverlay={false}
+			className="volume-control-config-drawer"
+			style={{ zIndex: 1100 }}
+		>
+			<div className={styles.body} data-testid="volume-control-config-drawer">
+				<div className={styles.adminRow}>
+					<Typography.Text
+						size="xs"
+						weight="semibold"
+						color="warning"
+						className={styles.adminOnlyTag}
+					>
+						Admin only
+					</Typography.Text>
+				</div>
+				<ModeSelector mode={mode} onChange={setMode} />
+				{mode !== 'all' && (
+					<LabelSelector
+						mode={mode}
+						options={attributeKeys}
+						value={labels}
+						onChange={setLabels}
+						loading={isLoadingAttributes}
+					/>
+				)}
+				<ImpactPanel mode={mode} preview={preview} isLoading={isPreviewLoading} />
+				<RelatedAssetsWarning affectedAssets={preview?.affectedAssets} />
+			</div>
+		</DrawerWrapper>
+	);
+}
+
+export default VolumeControlConfigDrawer;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/NoRuleEmptyState/NoRuleEmptyState.module.scss

@@ -0,0 +1,12 @@
+.emptyState {
+	display: flex;
+	flex-direction: column;
+	align-items: flex-start;
+	border: 1px dashed var(--bg-slate-300, #242834);
+	border-radius: 6px;
+	padding: 14px;
+}
+
+.setupButton {
+	margin-top: 12px;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/NoRuleEmptyState/NoRuleEmptyState.tsx

@@ -0,0 +1,36 @@
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './NoRuleEmptyState.module.scss';
+
+interface NoRuleEmptyStateProps {
+	canManage: boolean;
+	onSetup: () => void;
+}
+
+function NoRuleEmptyState({
+	canManage,
+	onSetup,
+}: NoRuleEmptyStateProps): JSX.Element {
+	return (
+		<div className={styles.emptyState} data-testid="volume-control-empty">
+			<Typography.Text size="small" color="muted">
+				No volume control rule. All series are retained. Aggregate away
+				high-cardinality attributes to reduce cost.
+			</Typography.Text>
+			{canManage && (
+				<Button
+					variant="solid"
+					color="primary"
+					className={styles.setupButton}
+					onClick={onSetup}
+					data-testid="volume-control-setup"
+				>
+					Set up volume control
+				</Button>
+			)}
+		</div>
+	);
+}
+
+export default NoRuleEmptyState;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/PendingActivationBanner/PendingActivationBanner.module.scss

@@ -0,0 +1,10 @@
+.banner {
+	display: flex;
+	align-items: flex-start;
+	gap: 8px;
+	padding: 9px 12px;
+	border-radius: 6px;
+	background: var(--callout-primary-background);
+	border: 1px solid var(--callout-primary-border);
+	color: var(--callout-primary-icon);
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/PendingActivationBanner/PendingActivationBanner.tsx

@@ -0,0 +1,18 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './PendingActivationBanner.module.scss';
+
+function PendingActivationBanner(): JSX.Element {
+	return (
+		<div className={styles.banner} data-testid="volume-control-pending-banner">
+			<Info size={13} />
+			<Typography.Text size="sm" color="muted">
+				This metric&apos;s configuration was recently updated. Volume changes take
+				effect within about 5 minutes.
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default PendingActivationBanner;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/RuleSummaryCard/RuleSummaryCard.module.scss

@@ -0,0 +1,48 @@
+.card {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	border: 1px solid var(--bg-slate-400, #1d212d);
+	border-radius: 6px;
+	padding: 12px 14px;
+	background: var(--bg-ink-300, #16181d);
+}
+
+.cardRow {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+}
+
+.statusIndicator {
+	width: 7px;
+	height: 7px;
+	border-radius: 50%;
+	flex: 0 0 auto;
+}
+
+.statusActive {
+	background: var(--bg-forest-500, #25e192);
+}
+
+.statusPending {
+	background: var(--bg-amber-500, #ffcc56);
+}
+
+.editButton {
+	margin-left: auto;
+}
+
+.chips {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 6px;
+}
+
+.labelChip {
+	font-family: 'Geist Mono', monospace;
+	padding: 2px 8px;
+	border-radius: 4px;
+	background: var(--bg-ink-200, #23262e);
+	border: 1px solid var(--bg-slate-400, #1d212d);
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/RuleSummaryCard/RuleSummaryCard.tsx

@@ -0,0 +1,60 @@
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import { MetricreductionruletypesGettableReductionRuleDTO } from 'api/generated/services/sigNoz.schemas';
+import cx from 'classnames';
+
+import { getLabelVerb, getMatchTypeLabel } from '../../../ruleUtils';
+import styles from './RuleSummaryCard.module.scss';
+
+interface RuleSummaryCardProps {
+	rule: MetricreductionruletypesGettableReductionRuleDTO;
+	canManage: boolean;
+	onEdit: () => void;
+}
+
+function RuleSummaryCard({
+	rule,
+	canManage,
+	onEdit,
+}: RuleSummaryCardProps): JSX.Element {
+	return (
+		<div className={styles.card} data-testid="volume-control-active">
+			<div className={styles.cardRow}>
+				<span
+					className={cx(
+						styles.statusIndicator,
+						rule.active ? styles.statusActive : styles.statusPending,
+					)}
+				/>
+				<Typography.Text weight="semibold">
+					{rule.active
+						? 'Aggregation rule active'
+						: 'Aggregation rule pending activation'}
+				</Typography.Text>
+				{canManage && (
+					<Button
+						variant="ghost"
+						color="secondary"
+						className={styles.editButton}
+						onClick={onEdit}
+						data-testid="volume-control-edit"
+					>
+						Edit
+					</Button>
+				)}
+			</div>
+			<Typography.Text as="div" size="small" color="muted">
+				{getMatchTypeLabel(rule.matchType)}
+			</Typography.Text>
+			<div className={styles.chips}>
+				{(rule.labels ?? []).map((label) => (
+					<Typography.Text size="sm" className={styles.labelChip} key={label}>
+						{getLabelVerb(rule.matchType)} {label}
+					</Typography.Text>
+				))}
+			</div>
+		</div>
+	);
+}
+
+export default RuleSummaryCard;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/VolumeControlSection.module.scss

@@ -0,0 +1,16 @@
+.section {
+	margin-top: 16px;
+}
+
+.header {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	margin-bottom: 10px;
+	color: var(--bg-vanilla-400, #c0c1c3);
+}
+
+.title {
+	text-transform: uppercase;
+	letter-spacing: 0.05em;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlSection/VolumeControlSection.tsx

@@ -0,0 +1,94 @@
+import { Gauge } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import { Skeleton } from 'antd';
+import { useListMetricReductionRules } from 'api/generated/services/metrics';
+import { useVolumeControlFeatureGate } from 'hooks/metricsExplorer/useVolumeControlFeatureGate';
+import { useState } from 'react';
+
+import NoRuleEmptyState from './NoRuleEmptyState/NoRuleEmptyState';
+import PendingActivationBanner from './PendingActivationBanner/PendingActivationBanner';
+import RuleSummaryCard from './RuleSummaryCard/RuleSummaryCard';
+import VolumeControlConfigDrawer from '../VolumeControlConfigDrawer/VolumeControlConfigDrawer';
+import styles from './VolumeControlSection.module.scss';
+
+interface VolumeControlSectionProps {
+	metricName: string;
+}
+
+function VolumeControlSection({
+	metricName,
+}: VolumeControlSectionProps): JSX.Element | null {
+	const { isVolumeControlEnabled, canManageVolumeControl } =
+		useVolumeControlFeatureGate();
+	const [isConfigOpen, setIsConfigOpen] = useState(false);
+
+	const { data, isLoading, isError } = useListMetricReductionRules(
+		{ metricName },
+		{
+			query: {
+				enabled: isVolumeControlEnabled && !!metricName,
+				retry: false,
+			},
+		},
+	);
+
+	if (!isVolumeControlEnabled) {
+		return null;
+	}
+
+	const rule = data?.data.rules?.[0];
+	const hasRule = !!rule && !isError;
+
+	const openConfig = (): void => setIsConfigOpen(true);
+	const closeConfig = (): void => setIsConfigOpen(false);
+
+	return (
+		<div className={styles.section} data-testid="volume-control-section">
+			<div className={styles.header}>
+				<Gauge size={14} />
+				<Typography.Text size="sm" weight="semibold" className={styles.title}>
+					Volume control
+				</Typography.Text>
+			</div>
+
+			{isLoading && <Skeleton active title={false} paragraph={{ rows: 2 }} />}
+
+			{!isLoading && isError && (
+				<Typography.Text
+					size="small"
+					color="danger"
+					data-testid="volume-control-section-error"
+				>
+					Failed to load volume control. Please try again.
+				</Typography.Text>
+			)}
+
+			{!isLoading && hasRule && rule && !rule.active && (
+				<PendingActivationBanner />
+			)}
+
+			{!isLoading && hasRule && rule && (
+				<RuleSummaryCard
+					rule={rule}
+					canManage={canManageVolumeControl}
+					onEdit={openConfig}
+				/>
+			)}
+
+			{!isLoading && !isError && !hasRule && (
+				<NoRuleEmptyState canManage={canManageVolumeControl} onSetup={openConfig} />
+			)}
+
+			{canManageVolumeControl && isConfigOpen && (
+				<VolumeControlConfigDrawer
+					metricName={metricName}
+					existingRule={rule ?? null}
+					open={isConfigOpen}
+					onClose={closeConfig}
+				/>
+			)}
+		</div>
+	);
+}
+
+export default VolumeControlSection;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlHeader/VolumeControlHeader.module.scss

@@ -0,0 +1,20 @@
+.header {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}
+
+.titleRow {
+	display: flex;
+	align-items: center;
+	gap: 8px;
+	color: var(--bg-robin-400, #7190f9);
+}
+
+.title {
+	margin: 0 !important;
+}
+
+.subtitle {
+	max-width: 680px;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlHeader/VolumeControlHeader.tsx

@@ -0,0 +1,23 @@
+import { Gauge } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './VolumeControlHeader.module.scss';
+
+function VolumeControlHeader(): JSX.Element {
+	return (
+		<div className={styles.header}>
+			<div className={styles.titleRow}>
+				<Gauge size={18} />
+				<Typography.Title level={4} className={styles.title}>
+					Volume Control
+				</Typography.Title>
+			</div>
+			<Typography.Text size="small" color="muted" className={styles.subtitle}>
+				Aggregate away high-cardinality attributes to reduce stored metric volume
+				and cost.
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default VolumeControlHeader;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlStats/VolumeControlStats.module.scss

@@ -0,0 +1,47 @@
+.stats {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 12px;
+}
+
+.statCard {
+	display: flex;
+	flex: 1 1 0;
+	flex-direction: column;
+	gap: 6px;
+	min-width: 150px;
+	padding: 12px 16px;
+	border: 1px solid var(--bg-slate-400, #1d212d);
+	border-radius: 6px;
+	background: var(--bg-ink-400, #121317);
+}
+
+.statCardHighlighted {
+	border-color: var(--callout-success-border);
+	background: var(--callout-success-background);
+}
+
+.statCardLabelRow {
+	display: flex;
+	align-items: center;
+	gap: 4px;
+}
+
+.statCardLabel {
+	text-transform: uppercase;
+	letter-spacing: 0.05em;
+}
+
+.statCardInfo {
+	flex-shrink: 0;
+	color: var(--bg-vanilla-400, #c0c1c3);
+	line-height: 1;
+	cursor: help;
+}
+
+.statCardValue {
+	display: flex;
+	align-items: baseline;
+	gap: 6px;
+	font-family: 'Geist Mono', monospace;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlStats/VolumeControlStats.tsx

@@ -0,0 +1,150 @@
+import { Info } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import { Skeleton, Tooltip } from 'antd';
+import cx from 'classnames';
+
+import { formatCompact, formatUsd } from '../../../configUtils';
+import styles from './VolumeControlStats.module.scss';
+
+interface VolumeControlStatsProps {
+	activeRules: number;
+	ingestedSeries: number;
+	retainedSeries: number;
+	ingestedSamples: number;
+	retainedSamples: number;
+	estimatedMonthlySavingsUsd: number;
+	isLoading?: boolean;
+	isError?: boolean;
+}
+
+interface StatItem {
+	label: string;
+	value: string;
+	tooltip: string;
+	delta?: string;
+	unit?: string;
+	highlighted?: boolean;
+	valueGood?: boolean;
+}
+
+function VolumeControlStats({
+	activeRules,
+	ingestedSeries,
+	retainedSeries,
+	ingestedSamples,
+	retainedSamples,
+	estimatedMonthlySavingsUsd,
+	isLoading = false,
+	isError = false,
+}: VolumeControlStatsProps): JSX.Element {
+	const overallReduction =
+		ingestedSeries > 0
+			? Math.round((1 - retainedSeries / ingestedSeries) * 100)
+			: 0;
+
+	const sampleReduction =
+		ingestedSamples > 0
+			? Math.round((1 - retainedSamples / ingestedSamples) * 100)
+			: 0;
+
+	const items: StatItem[] = [
+		{
+			label: 'Configured rules',
+			value: String(activeRules),
+			tooltip: 'Volume-control rules currently configured for this workspace.',
+		},
+		{
+			label: 'Ingested series',
+			value: formatCompact(ingestedSeries),
+			tooltip:
+				'Distinct time series observed across active rules in the last 24 hours, from when each rule took effect, before any reduction.',
+		},
+		{
+			label: 'Retained series',
+			value: formatCompact(retainedSeries),
+			delta: overallReduction > 0 ? `−${overallReduction}%` : undefined,
+			tooltip:
+				'Distinct time series retained after reduction across active rules over the same window. Lower means more reduction.',
+		},
+		{
+			label: 'Ingested samples',
+			value: formatCompact(ingestedSamples),
+			tooltip:
+				'Sample data points observed across active rules in the last 24 hours, from when each rule took effect, before any reduction.',
+		},
+		{
+			label: 'Retained samples',
+			value: formatCompact(retainedSamples),
+			delta: sampleReduction > 0 ? `−${sampleReduction}%` : undefined,
+			tooltip:
+				'Sample data points retained after reduction across active rules over the same window. Samples reduction can exceed series reduction since series do not all contribute the same sample volume.',
+		},
+		{
+			label: 'Est. monthly savings',
+			value: formatUsd(estimatedMonthlySavingsUsd),
+			unit: '/mo',
+			highlighted: true,
+			valueGood: true,
+			tooltip:
+				'Estimated from the reduced sample volume assuming 1-month standard retention.',
+		},
+	];
+
+	return (
+		<div className={styles.stats} data-testid="volume-control-stats">
+			{items.map((item) => (
+				<div
+					key={item.label}
+					className={cx(styles.statCard, {
+						[styles.statCardHighlighted]: item.highlighted,
+					})}
+				>
+					<div className={styles.statCardLabelRow}>
+						<Typography.Text size="sm" color="muted" className={styles.statCardLabel}>
+							{item.label}
+						</Typography.Text>
+						<Tooltip title={item.tooltip}>
+							<Info size={12} className={styles.statCardInfo} />
+						</Tooltip>
+					</div>
+					{isLoading && (
+						<Skeleton.Button active size="small" className={styles.statCardValue} />
+					)}
+					{!isLoading && isError && (
+						<Typography.Text
+							as="div"
+							size="small"
+							color="danger"
+							className={styles.statCardValue}
+						>
+							Failed to load
+						</Typography.Text>
+					)}
+					{!isLoading && !isError && (
+						<Typography.Text
+							as="div"
+							size="large"
+							weight="semibold"
+							color={item.valueGood ? 'success' : undefined}
+							className={styles.statCardValue}
+						>
+							{item.value}
+							{item.delta && (
+								<Typography.Text size="small" weight="semibold" color="success">
+									{item.delta}
+								</Typography.Text>
+							)}
+							{item.unit && (
+								<Typography.Text size="small" weight="medium" color="muted">
+									{item.unit}
+								</Typography.Text>
+							)}
+						</Typography.Text>
+					)}
+				</div>
+			))}
+		</div>
+	);
+}
+
+export default VolumeControlStats;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlTab.module.scss

@@ -0,0 +1,30 @@
+.tab {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	padding: 16px 0;
+}
+
+.metricNameCell {
+	font-family: 'Geist Mono', monospace;
+}
+
+.attributesCell {
+	font-family: 'Geist Mono', monospace;
+}
+
+.volumeCell {
+	display: flex;
+	flex-direction: column;
+	gap: 2px;
+}
+
+.empty {
+	padding: 32px 16px;
+	text-align: center;
+}
+
+.unavailable {
+	padding: 48px 16px;
+	text-align: center;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlTab.tsx

@@ -0,0 +1,363 @@
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import { Table } from 'antd';
+import type { TableColumnsType, TableProps } from 'antd';
+import {
+	useGetMetricReductionRuleStats,
+	useListMetricReductionRules,
+} from 'api/generated/services/metrics';
+import {
+	ListMetricReductionRulesParams,
+	MetricreductionruletypesGettableReductionRuleDTO,
+	MetricreductionruletypesOrderDTO,
+	MetricreductionruletypesReductionRuleOrderByDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import dayjs from 'dayjs';
+import { useVolumeControlFeatureGate } from 'hooks/metricsExplorer/useVolumeControlFeatureGate';
+import useDebounce from 'hooks/useDebounce';
+import { useCallback, useEffect, useMemo, useState } from 'react';
+
+import { formatCompact } from '../../configUtils';
+import { getLabelVerb, getMatchTypeLabel } from '../../ruleUtils';
+import VolumeControlBadge from '../VolumeControlBadge';
+import VolumeControlChart from '../VolumeControlChart/VolumeControlChart';
+import VolumeControlConfigDrawer from '../VolumeControlConfigDrawer/VolumeControlConfigDrawer';
+import VolumeControlHeader from './VolumeControlHeader/VolumeControlHeader';
+import VolumeControlStats from './VolumeControlStats/VolumeControlStats';
+import styles from './VolumeControlTab.module.scss';
+import VolumeControlToolbar from './VolumeControlToolbar/VolumeControlToolbar';
+
+const OrderBy = MetricreductionruletypesReductionRuleOrderByDTO;
+const SortOrder = MetricreductionruletypesOrderDTO;
+const DEFAULT_PAGE_SIZE = 10;
+
+type VolumeControlTableParams = Required<
+	Omit<ListMetricReductionRulesParams, 'metricName'>
+>;
+
+const DEFAULT_PARAMS: VolumeControlTableParams = {
+	orderBy: OrderBy.ingested_volume,
+	order: SortOrder.desc,
+	search: '',
+	offset: 0,
+	limit: DEFAULT_PAGE_SIZE,
+};
+
+function VolumeControlTab(): JSX.Element {
+	const { isVolumeControlEnabled, canManageVolumeControl } =
+		useVolumeControlFeatureGate();
+	const [selectedRule, setSelectedRule] =
+		useState<MetricreductionruletypesGettableReductionRuleDTO | null>(null);
+	const [params, setParams] = useState<VolumeControlTableParams>(DEFAULT_PARAMS);
+
+	const [searchInput, setSearchInput] = useState('');
+	const debouncedSearch = useDebounce(searchInput, 400);
+	useEffect(() => {
+		setParams((prev) =>
+			prev.search === debouncedSearch
+				? prev
+				: { ...prev, search: debouncedSearch, offset: 0 },
+		);
+	}, [debouncedSearch]);
+
+	const {
+		data,
+		isLoading,
+		isError: isListError,
+	} = useListMetricReductionRules(params, {
+		query: { enabled: isVolumeControlEnabled },
+	});
+
+	const {
+		data: statsData,
+		isLoading: isStatsLoading,
+		isFetching: isStatsFetching,
+		isError: isStatsError,
+	} = useGetMetricReductionRuleStats({
+		query: { enabled: isVolumeControlEnabled },
+	});
+	const stats = statsData?.data;
+
+	const rules = data?.data.rules ?? [];
+	const total = data?.data.total ?? 0;
+
+	const sortOrderFor = useCallback(
+		(
+			key: MetricreductionruletypesReductionRuleOrderByDTO,
+		): 'ascend' | 'descend' | undefined => {
+			if (params.orderBy !== key) {
+				return undefined;
+			}
+			return params.order === SortOrder.desc ? 'descend' : 'ascend';
+		},
+		[params],
+	);
+
+	const columns: TableColumnsType<MetricreductionruletypesGettableReductionRuleDTO> =
+		useMemo(
+			() => [
+				{
+					title: 'METRIC',
+					dataIndex: 'metricName',
+					key: OrderBy.metric,
+					sorter: true,
+					sortOrder: sortOrderFor(OrderBy.metric),
+					render: (metricName: string): JSX.Element => (
+						<Typography.Text size="small" className={styles.metricNameCell}>
+							{metricName}
+						</Typography.Text>
+					),
+				},
+				{
+					title: 'STATUS',
+					key: 'status',
+					width: 130,
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => <VolumeControlBadge rule={rule} />,
+				},
+				{
+					title: 'MODE',
+					key: 'mode',
+					width: 110,
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => (
+						<Typography.Text size="small">
+							{getMatchTypeLabel(rule.matchType)}
+						</Typography.Text>
+					),
+				},
+				{
+					title: 'ATTRIBUTES',
+					key: 'attributes',
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => (
+						<Typography.Text
+							size="small"
+							color="muted"
+							className={styles.attributesCell}
+						>
+							{getLabelVerb(rule.matchType)} {(rule.labels ?? []).join(', ') || '—'}
+						</Typography.Text>
+					),
+				},
+				{
+					title: 'INGESTED',
+					key: OrderBy.ingested_volume,
+					width: 130,
+					sorter: true,
+					sortOrder: sortOrderFor(OrderBy.ingested_volume),
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => (
+						<div className={styles.volumeCell}>
+							<Typography.Text size="small">
+								{formatCompact(rule.ingestedSeries)}{' '}
+								<Typography.Text size="small" color="muted">
+									series
+								</Typography.Text>
+							</Typography.Text>
+							<Typography.Text size="small" color="muted">
+								{formatCompact(rule.ingestedSamples)} samples
+							</Typography.Text>
+						</div>
+					),
+				},
+				{
+					title: 'RETAINED',
+					key: OrderBy.reduced_volume,
+					width: 130,
+					sorter: true,
+					sortOrder: sortOrderFor(OrderBy.reduced_volume),
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => (
+						<div className={styles.volumeCell}>
+							<Typography.Text size="small">
+								{formatCompact(rule.retainedSeries)}{' '}
+								<Typography.Text size="small" color="muted">
+									series
+								</Typography.Text>
+							</Typography.Text>
+							<Typography.Text size="small" color="muted">
+								{formatCompact(rule.retainedSamples)} samples
+							</Typography.Text>
+						</div>
+					),
+				},
+				{
+					title: 'CHANGE',
+					width: 140,
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => {
+						const seriesReduction =
+							rule.ingestedSeries > 0
+								? (1 - rule.retainedSeries / rule.ingestedSeries) * 100
+								: 0;
+						const samplesReduction =
+							rule.ingestedSamples > 0
+								? (1 - rule.retainedSamples / rule.ingestedSamples) * 100
+								: 0;
+						if (seriesReduction <= 0 && samplesReduction <= 0) {
+							return (
+								<Typography.Text size="small" color="muted">
+									—
+								</Typography.Text>
+							);
+						}
+						return (
+							<div className={styles.volumeCell}>
+								<Typography.Text size="small" weight="semibold" color="success">
+									{seriesReduction > 0 ? `−${Math.round(seriesReduction)}%` : '0%'}{' '}
+									<Typography.Text size="small" color="muted">
+										series
+									</Typography.Text>
+								</Typography.Text>
+								<Typography.Text size="small" color="muted">
+									{samplesReduction > 0 ? `−${Math.round(samplesReduction)}%` : '0%'}{' '}
+									samples
+								</Typography.Text>
+							</div>
+						);
+					},
+				},
+				{
+					title: 'LAST CONFIGURED',
+					key: OrderBy.last_updated,
+					width: 240,
+					sorter: true,
+					sortOrder: sortOrderFor(OrderBy.last_updated),
+					render: (
+						_value: unknown,
+						rule: MetricreductionruletypesGettableReductionRuleDTO,
+					): JSX.Element => (
+						<Typography.Text size="small" color="muted">
+							{dayjs(rule.updatedAt).format('MMM D, YYYY · h:mm A')}
+							{rule.updatedBy ? ` · ${rule.updatedBy}` : ''}
+						</Typography.Text>
+					),
+				},
+				...(canManageVolumeControl
+					? ([
+							{
+								title: '',
+								key: 'action',
+								width: 110,
+								render: (
+									_value: unknown,
+									rule: MetricreductionruletypesGettableReductionRuleDTO,
+								): JSX.Element => (
+									<Button
+										variant="ghost"
+										color="secondary"
+										onClick={(): void => setSelectedRule(rule)}
+										data-testid={`volume-control-manage-${rule.metricName}`}
+									>
+										Manage
+									</Button>
+								),
+							},
+						] as TableColumnsType<MetricreductionruletypesGettableReductionRuleDTO>)
+					: []),
+			],
+			[canManageVolumeControl, sortOrderFor],
+		);
+
+	const handleTableChange: TableProps<MetricreductionruletypesGettableReductionRuleDTO>['onChange'] =
+		(pagination, _filters, sorter): void => {
+			const active = Array.isArray(sorter) ? sorter[0] : sorter;
+			const pageSize = pagination.pageSize ?? DEFAULT_PAGE_SIZE;
+			const current = pagination.current ?? 1;
+
+			setParams((prev) => ({
+				...prev,
+				orderBy: active?.order
+					? (active.columnKey as MetricreductionruletypesReductionRuleOrderByDTO)
+					: DEFAULT_PARAMS.orderBy,
+				order: active?.order === 'descend' ? SortOrder.desc : SortOrder.asc,
+				limit: pageSize,
+				offset: (current - 1) * pageSize,
+			}));
+		};
+
+	if (!isVolumeControlEnabled) {
+		return (
+			<div className={styles.unavailable} data-testid="volume-control-unavailable">
+				<Typography.Text color="muted">
+					Volume control is available on enterprise and cloud plans.
+				</Typography.Text>
+			</div>
+		);
+	}
+
+	return (
+		<div className={styles.tab} data-testid="volume-control-tab">
+			<VolumeControlHeader />
+
+			<VolumeControlStats
+				activeRules={total}
+				ingestedSeries={stats?.ingestedSeries ?? 0}
+				retainedSeries={stats?.retainedSeries ?? 0}
+				ingestedSamples={stats?.ingestedSamples ?? 0}
+				retainedSamples={stats?.retainedSamples ?? 0}
+				estimatedMonthlySavingsUsd={stats?.estimatedMonthlySavingsUsd ?? 0}
+				isLoading={isStatsLoading || isStatsFetching}
+				isError={isStatsError}
+			/>
+
+			<VolumeControlChart enabled={isVolumeControlEnabled} />
+
+			<VolumeControlToolbar value={searchInput} onChange={setSearchInput} />
+
+			<Table<MetricreductionruletypesGettableReductionRuleDTO>
+				rowKey="metricName"
+				loading={isLoading}
+				dataSource={rules}
+				columns={columns}
+				onChange={handleTableChange}
+				pagination={{
+					current: Math.floor(params.offset / params.limit) + 1,
+					pageSize: params.limit,
+					total,
+					showSizeChanger: false,
+				}}
+				locale={{
+					emptyText: isListError ? (
+						<div className={styles.empty} data-testid="volume-control-tab-error">
+							<Typography.Text color="danger">
+								Failed to load volume control rules. Please try again.
+							</Typography.Text>
+						</div>
+					) : (
+						<div className={styles.empty} data-testid="volume-control-tab-empty">
+							<Typography.Text color="muted">
+								No volume control rules yet. Open a metric and set one up to start
+								reducing its series volume.
+							</Typography.Text>
+						</div>
+					),
+				}}
+			/>
+
+			{canManageVolumeControl && selectedRule && (
+				<VolumeControlConfigDrawer
+					metricName={selectedRule.metricName}
+					existingRule={selectedRule}
+					open={!!selectedRule}
+					onClose={(): void => setSelectedRule(null)}
+				/>
+			)}
+		</div>
+	);
+}
+
+export default VolumeControlTab;

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlToolbar/VolumeControlToolbar.module.scss

@@ -0,0 +1,8 @@
+.toolbar {
+	display: flex;
+	justify-content: flex-end;
+}
+
+.search {
+	max-width: 320px;
+}

frontend/src/container/MetricsExplorer/VolumeControl/components/VolumeControlTab/VolumeControlToolbar/VolumeControlToolbar.tsx

@@ -0,0 +1,28 @@
+import { Input } from 'antd';
+
+import styles from './VolumeControlToolbar.module.scss';
+
+interface VolumeControlToolbarProps {
+	value: string;
+	onChange: (value: string) => void;
+}
+
+function VolumeControlToolbar({
+	value,
+	onChange,
+}: VolumeControlToolbarProps): JSX.Element {
+	return (
+		<div className={styles.toolbar}>
+			<Input
+				className={styles.search}
+				placeholder="Search metrics"
+				allowClear
+				value={value}
+				onChange={(e): void => onChange(e.target.value)}
+				data-testid="volume-control-search"
+			/>
+		</div>
+	);
+}
+
+export default VolumeControlToolbar;

frontend/src/container/MetricsExplorer/VolumeControl/configUtils.ts

@@ -0,0 +1,49 @@
+import {
+	MetricreductionruletypesMatchTypeDTO,
+	MetricreductionruletypesGettableReductionRuleDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+import { RuleMode } from './types';
+
+export function modeFromRule(
+	rule: MetricreductionruletypesGettableReductionRuleDTO | null | undefined,
+): { mode: RuleMode; labels: string[] } {
+	if (!rule) {
+		return { mode: 'all', labels: [] };
+	}
+	return {
+		mode:
+			rule.matchType === MetricreductionruletypesMatchTypeDTO.keep
+				? 'include'
+				: 'exclude',
+		labels: rule.labels ?? [],
+	};
+}
+
+export function matchTypeForMode(
+	mode: RuleMode,
+): MetricreductionruletypesMatchTypeDTO {
+	return mode === 'include'
+		? MetricreductionruletypesMatchTypeDTO.keep
+		: MetricreductionruletypesMatchTypeDTO.drop;
+}
+
+export function formatCompact(value: number): string {
+	if (value >= 1e9) {
+		return `${(value / 1e9).toFixed(1)}B`;
+	}
+	if (value >= 1e6) {
+		return `${(value / 1e6).toFixed(1)}M`;
+	}
+	if (value >= 1e3) {
+		return `${(value / 1e3).toFixed(1)}K`;
+	}
+	return `${value}`;
+}
+
+export function formatUsd(value: number): string {
+	if (value >= 1e3) {
+		return `$${(value / 1e3).toFixed(1)}K`;
+	}
+	return `$${value.toFixed(2)}`;
+}

frontend/src/container/MetricsExplorer/VolumeControl/hooks/useVolumeControlConfig.ts

@@ -0,0 +1,229 @@
+import {
+	invalidateListMetricReductionRules,
+	invalidateListMetrics,
+	useCreateMetricReductionRule,
+	useDeleteMetricReductionRuleByID,
+	useGetMetricAttributes,
+	usePreviewMetricReductionRule,
+	useUpdateMetricReductionRuleByID,
+} from 'api/generated/services/metrics';
+import {
+	MetricreductionruletypesGettableReductionRuleDTO,
+	MetricreductionruletypesGettableReductionRulePreviewDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { useNotifications } from 'hooks/useNotifications';
+import { useCallback, useEffect, useMemo, useState } from 'react';
+import { useQueryClient } from 'react-query';
+// eslint-disable-next-line no-restricted-imports
+import { useSelector } from 'react-redux';
+import { AppState } from 'store/reducers';
+import { GlobalReducer } from 'types/reducer/globalTime';
+
+import { matchTypeForMode, modeFromRule } from '../configUtils';
+import { RuleMode } from '../types';
+
+interface UseVolumeControlConfigParams {
+	metricName: string;
+	existingRule: MetricreductionruletypesGettableReductionRuleDTO | null;
+	open: boolean;
+	onClose: () => void;
+}
+
+export interface UseVolumeControlConfigResult {
+	mode: RuleMode;
+	setMode: (mode: RuleMode) => void;
+	labels: string[];
+	setLabels: (labels: string[]) => void;
+	attributeKeys: string[];
+	isLoadingAttributes: boolean;
+	preview?: MetricreductionruletypesGettableReductionRulePreviewDTO;
+	isPreviewLoading: boolean;
+	save: () => void;
+	remove: () => void;
+	isSaving: boolean;
+	isRemoving: boolean;
+	hasExistingRule: boolean;
+	isSaveDisabled: boolean;
+}
+
+const PREVIEW_DEBOUNCE_MS = 400;
+const SAVE_ERROR_MESSAGE = 'Failed to save volume control rule';
+const REMOVE_ERROR_MESSAGE = 'Failed to remove volume control rule';
+const PREVIEW_ERROR_MESSAGE = 'Failed to preview volume control rule';
+
+export function useVolumeControlConfig({
+	metricName,
+	existingRule,
+	open,
+	onClose,
+}: UseVolumeControlConfigParams): UseVolumeControlConfigResult {
+	const { notifications } = useNotifications();
+	const queryClient = useQueryClient();
+	const { minTime, maxTime } = useSelector<AppState, GlobalReducer>(
+		(state) => state.globalTime,
+	);
+
+	const initial = useMemo(() => modeFromRule(existingRule), [existingRule]);
+	const [mode, setMode] = useState<RuleMode>(initial.mode);
+	const [labels, setLabels] = useState<string[]>(initial.labels);
+
+	const existingRuleId = existingRule?.id;
+
+	const attributesQuery = useGetMetricAttributes(
+		{
+			metricName,
+			start: minTime ? Math.floor(minTime / 1000000) : undefined,
+			end: maxTime ? Math.floor(maxTime / 1000000) : undefined,
+		},
+		{ query: { enabled: open && !!metricName } },
+	);
+	const attributeKeys = useMemo(
+		() => (attributesQuery.data?.data.attributes ?? []).map((attr) => attr.key),
+		[attributesQuery.data],
+	);
+
+	const previewMutation = usePreviewMetricReductionRule();
+	const { mutate: previewMutate, reset: previewReset } = previewMutation;
+	const [isPreviewPending, setIsPreviewPending] = useState(false);
+
+	useEffect(() => {
+		if (!open || mode === 'all' || labels.length === 0) {
+			previewReset();
+			setIsPreviewPending(false);
+			return undefined;
+		}
+		setIsPreviewPending(true);
+		const timer = setTimeout(() => {
+			previewMutate(
+				{ data: { metricName, matchType: matchTypeForMode(mode), labels } },
+				{
+					onError: (error) =>
+						notifications.error({
+							message: error.response?.data?.error?.message ?? PREVIEW_ERROR_MESSAGE,
+						}),
+					onSettled: () => setIsPreviewPending(false),
+				},
+			);
+		}, PREVIEW_DEBOUNCE_MS);
+		return (): void => clearTimeout(timer);
+	}, [
+		open,
+		mode,
+		labels,
+		metricName,
+		previewMutate,
+		previewReset,
+		notifications,
+	]);
+
+	const createMutation = useCreateMetricReductionRule();
+	const updateMutation = useUpdateMetricReductionRuleByID();
+	const deleteMutation = useDeleteMetricReductionRuleByID();
+
+	const invalidate = useCallback((): void => {
+		void invalidateListMetricReductionRules(queryClient);
+		void invalidateListMetrics(queryClient);
+	}, [queryClient]);
+
+	const removeRule = useCallback((): void => {
+		if (!existingRuleId) {
+			onClose();
+			return;
+		}
+		deleteMutation.mutate(
+			{ pathParams: { id: existingRuleId } },
+			{
+				onSuccess: () => {
+					notifications.success({ message: 'Volume control rule removed' });
+					invalidate();
+					onClose();
+				},
+				onError: (error) =>
+					notifications.error({
+						message: error.response?.data?.error?.message ?? REMOVE_ERROR_MESSAGE,
+					}),
+			},
+		);
+	}, [deleteMutation, existingRuleId, notifications, invalidate, onClose]);
+
+	const save = useCallback((): void => {
+		if (mode === 'all') {
+			if (!existingRuleId) {
+				onClose();
+				return;
+			}
+			removeRule();
+			return;
+		}
+
+		const onSuccess = (): void => {
+			notifications.success({
+				message:
+					'Volume control rule saved. It takes about 5 minutes to take effect.',
+			});
+			invalidate();
+			onClose();
+		};
+
+		if (existingRuleId) {
+			updateMutation.mutate(
+				{
+					pathParams: { id: existingRuleId },
+					data: { matchType: matchTypeForMode(mode), labels },
+				},
+				{
+					onSuccess,
+					onError: (error) =>
+						notifications.error({
+							message: error.response?.data?.error?.message ?? SAVE_ERROR_MESSAGE,
+						}),
+				},
+			);
+			return;
+		}
+
+		createMutation.mutate(
+			{
+				data: { metricName, matchType: matchTypeForMode(mode), labels },
+			},
+			{
+				onSuccess,
+				onError: (error) =>
+					notifications.error({
+						message: error.response?.data?.error?.message ?? SAVE_ERROR_MESSAGE,
+					}),
+			},
+		);
+	}, [
+		mode,
+		labels,
+		metricName,
+		existingRuleId,
+		createMutation,
+		updateMutation,
+		removeRule,
+		notifications,
+		invalidate,
+		onClose,
+	]);
+
+	return {
+		mode,
+		setMode,
+		labels,
+		setLabels,
+		attributeKeys,
+		isLoadingAttributes: attributesQuery.isLoading,
+		preview: previewMutation.data?.data,
+		isPreviewLoading: isPreviewPending,
+		save,
+		remove: removeRule,
+		isSaving:
+			createMutation.isLoading ||
+			updateMutation.isLoading ||
+			deleteMutation.isLoading,
+		isRemoving: deleteMutation.isLoading,
+		hasExistingRule: !!existingRuleId,
+		isSaveDisabled: mode !== 'all' && labels.length === 0,
+	};
+}

frontend/src/container/MetricsExplorer/VolumeControl/ruleUtils.ts

@@ -0,0 +1,19 @@
+import { MetricreductionruletypesMatchTypeDTO } from 'api/generated/services/sigNoz.schemas';
+
+export function isKeepMode(
+	matchType: MetricreductionruletypesMatchTypeDTO,
+): boolean {
+	return matchType === MetricreductionruletypesMatchTypeDTO.keep;
+}
+
+export function getMatchTypeLabel(
+	matchType: MetricreductionruletypesMatchTypeDTO,
+): string {
+	return isKeepMode(matchType) ? 'Include' : 'Exclude';
+}
+
+export function getLabelVerb(
+	matchType: MetricreductionruletypesMatchTypeDTO,
+): string {
+	return isKeepMode(matchType) ? 'include' : 'exclude';
+}

frontend/src/container/MetricsExplorer/VolumeControl/types.ts

@@ -0,0 +1 @@
+export type RuleMode = 'all' | 'include' | 'exclude';

frontend/src/container/NoLogs/NoLogs.tsx

@@ -33,15 +33,7 @@ export default function NoLogs({
 			} else if (dataSource === DataSource.METRICS) {
 				logEvent('Metrics Explorer: Navigate to onboarding', {});
 			}
-			let link;
-			if (dataSource === DataSource.TRACES) {
-				link = ROUTES.GET_STARTED_APPLICATION_MONITORING;
-			} else if (dataSource === DataSource.METRICS) {
-				link = ROUTES.GET_STARTED_WITH_CLOUD;
-			} else {
-				link = ROUTES.GET_STARTED_LOGS_MANAGEMENT;
-			}
-			history.push(link);
+			history.push(ROUTES.GET_STARTED_WITH_CLOUD);
 		} else if (dataSource === 'traces') {
 			openInNewTab(DOCLINKS.TRACES_EXPLORER_EMPTY_STATE);
 		} else if (dataSource === DataSource.METRICS) {

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Docker/QuickStart/dotnet-docker-quickStart-instrumentApplication.md

@@ -1,106 +0,0 @@
-
-### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
-
-Run the below commands after navigating to the application source folder:
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-                        //sigNoz Cloud Endpoint 
-            otlpOptions.Endpoint = new Uri("https://ingest.{{REGION}}.signoz.cloud:443");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-                        
-                        //SigNoz Cloud account Ingestion key
-            string headerKey = "signoz-ingestion-key";
-            string headerValue = "{{SIGNOZ_INGESTION_KEY}}";
-
-            string formattedHeader = $"{headerKey}={headerValue}";
-            otlpOptions.Headers = formattedHeader;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
-
- 
-
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.
-
-
-### Step 3: Dockerize your application
-
-Since the environment variables like SIGNOZ_INGESTION_KEY, Ingestion Endpoint and Service name are set in the `program.cs` file, you don't need to add any additional steps in your Dockerfile.
-
-An **example** of a Dockerfile could look like this:
-
-```bash
-
-# Use the Microsoft official .NET SDK image to build the application
-FROM mcr.microsoft.com/dotnet/sdk:8.0 AS build-env
-WORKDIR /app
-
-# Copy the CSPROJ file and restore any dependencies (via NUGET)
-COPY *.csproj ./
-RUN dotnet restore
-
-# Copy the rest of the project files and build the application
-COPY . ./
-RUN dotnet publish -c Release -o out
-
-# Generate the runtime image
-FROM mcr.microsoft.com/dotnet/aspnet:8.0
-WORKDIR /app
-COPY --from=build-env /app/out .
-
-# Expose port 5145 for the application
-EXPOSE 5145
-
-# Set the ASPNETCORE_URLS environment variable to listen on port 5145
-ENV ASPNETCORE_URLS=http://+:5145
-
-ENTRYPOINT ["dotnet", "YOUR-APPLICATION.dll"]
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Docker/QuickStart/dotnet-docker-quickStart-runApplication.md

@@ -1,21 +0,0 @@
-Once you update your Dockerfile, you can build and run it using the commands below.
-
- 
-
-### Step 1: Build your dockerfile
-
-Build your docker image
-
-```bash
-docker build -t <your-image-name> .
-```
-
-- `<your-image-name>` is the name of your Docker Image
-
-&nbsp;
-
-### Step 2: Run your docker image
-
-```bash
-docker run <your-image-name>
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Docker/Recommended/dotnet-docker-recommended-installOtelCollector.md

@@ -1,12 +0,0 @@
-## Setup OpenTelemetry Binary as an agent
-
- 
-
-As a first step, you should install the OTel collector Binary according to the instructions provided on [this link](https://signoz.io/docs/tutorial/opentelemetry-binary-usage-in-virtual-machine/).
-
- 
-
-Once you are done setting up the OTel collector binary, you can follow the next steps.
-
- 
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Docker/Recommended/dotnet-docker-recommended-instrumentApplication.md

@@ -1,101 +0,0 @@
-After setting up the Otel collector agent, follow the steps below to instrument your .NET Application
-
- 
- 
-
-### Step 1: Install OpenTelemetry Dependencies
-Install the following dependencies in your application.
-
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-            otlpOptions.Endpoint = new Uri("http://localhost:4317");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
- 
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.
-
-
- 
-
-### Step 3: Dockerize your application
-
-Since the crucial environment variables like SIGNOZ_INGESTION_KEY, Ingestion Endpoint and Service name are set in the `program.cs` file, you don't need to add any additional steps in your Dockerfile.
-
-An **example** of a Dockerfile could look like this:
-
-```bash
-
-# Use the Microsoft official .NET SDK image to build the application
-FROM mcr.microsoft.com/dotnet/sdk:8.0 AS build-env
-WORKDIR /app
-
-# Copy the CSPROJ file and restore any dependencies (via NUGET)
-COPY *.csproj ./
-RUN dotnet restore
-
-# Copy the rest of the project files and build the application
-COPY . ./
-RUN dotnet publish -c Release -o out
-
-# Generate the runtime image
-FROM mcr.microsoft.com/dotnet/aspnet:8.0
-WORKDIR /app
-COPY --from=build-env /app/out .
-
-# Expose port 5145 for the application
-EXPOSE 5145
-
-# Set the ASPNETCORE_URLS environment variable to listen on port 5145
-ENV ASPNETCORE_URLS=http://+:5145
-
-ENTRYPOINT ["dotnet", "YOUR-APPLICATION.dll"]
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Docker/Recommended/dotnet-docker-recommended-runApplication.md

@@ -1,21 +0,0 @@
-Once you update your Dockerfile, you can build and run it using the commands below.
-
- 
-
-### Step 1: Build your dockerfile
-
-Build your docker image
-
-```bash
-docker build -t <your-image-name> .
-```
-
-- `<your-image-name>` is the name of your Docker Image
-
-&nbsp;
-
-### Step 2: Run your docker image
-
-```bash
-docker run <your-image-name>
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Kubernetes/dotnet-kubernetes-installOtelCollector.md

@@ -1,43 +0,0 @@
-### Install otel-collector in your Kubernetes infra
-
-Add the SigNoz Helm Chart repository
-```bash
-helm repo add signoz https://charts.signoz.io
-```
-
- 
-
-If the chart is already present, update the chart to the latest using:
-```bash
-helm repo update
-```
-
- 
-
-For generic Kubernetes clusters, you can create *override-values.yaml* with the following configuration:
-
-```yaml
-global:
-  cloud: others
-  clusterName: <CLUSTER_NAME>
-  deploymentEnvironment: <DEPLOYMENT_ENVIRONMENT>
-otelCollectorEndpoint: ingest.{{REGION}}.signoz.cloud:443
-otelInsecure: false
-signozApiKey: {{SIGNOZ_INGESTION_KEY}}
-presets:
-  otlpExporter:
-    enabled: true
-  loggingExporter:
-    enabled: false
-```
-
-- Replace `<CLUSTER_NAME>` with the name of the Kubernetes cluster or a unique identifier of the cluster.
-- Replace `<DEPLOYMENT_ENVIRONMENT>` with the deployment environment of your application. Example: **"staging"**, **"production"**, etc.
-
-&nbsp;
-
-To install the k8s-infra chart with the above configuration, run the following command:
-
-```bash
-helm install my-release signoz/k8s-infra -f override-values.yaml
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Kubernetes/dotnet-kubernetes-instrumentApplication.md

@@ -1,65 +0,0 @@
-After setting up the Otel collector agent, follow the steps below to instrument your .NET Application
- 
- 
-
-### Step 1: Install OpenTelemetry Dependencies
-Install the following dependencies in your application.
-
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-            otlpOptions.Endpoint = new Uri("http://localhost:4317");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.
-
-
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/Kubernetes/dotnet-kubernetes-runApplication.md

@@ -1,10 +0,0 @@
- 
-
-To run your .NET application, use the below command :
-
-```bash
-dotnet build
-dotnet run
-```
-
-Once you run your .NET application, interact with your application to generate some load and see your application in the SigNoz UI.

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxAMD64/QuickStart/dotnet-linuxamd64-quickStart-instrumentApplication.md

@@ -1,71 +0,0 @@
-
-### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
-
-Run the below commands after navigating to the application source folder:
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-                        //sigNoz Cloud Endpoint 
-            otlpOptions.Endpoint = new Uri("https://ingest.{{REGION}}.signoz.cloud:443");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-                        
-                        //SigNoz Cloud account Ingestion key
-            string headerKey = "signoz-ingestion-key";
-            string headerValue = "{{SIGNOZ_INGESTION_KEY}}";
-
-            string formattedHeader = $"{headerKey}={headerValue}";
-            otlpOptions.Headers = formattedHeader;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
-
- 
-
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxAMD64/QuickStart/dotnet-linuxamd64-quickStart-runApplication.md

@@ -1,10 +0,0 @@
- 
-To run your .NET application, use the below command :
-
-```bash
-dotnet build
-dotnet run
-```
-
-Once you run your .NET application, interact with your application to generate some load and see your application in the SigNoz UI.
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxAMD64/Recommended/dotnet-linuxamd64-recommended-installOtelCollector.md

@@ -1,98 +0,0 @@
-## Setup OpenTelemetry Binary as an agent
- 
-
-### Step 1: Download otel-collector tar.gz
-```bash
-wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v{{OTEL_VERSION}}/otelcol-contrib_{{OTEL_VERSION}}_linux_amd64.tar.gz
-```
-
- 
-
-### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
-```bash
-mkdir otelcol-contrib && tar xvzf otelcol-contrib_{{OTEL_VERSION}}_linux_amd64.tar.gz -C otelcol-contrib
-```
-
- 
-
-### Step 3: Create `config.yaml` in `otelcol-contrib` folder with the below content in it
-```bash
-receivers:
-  otlp:
-    protocols:
-      grpc:
-        endpoint: 0.0.0.0:4317
-      http:
-        endpoint: 0.0.0.0:4318
-  hostmetrics:
-    collection_interval: 60s
-    scrapers:
-      cpu: {}
-      disk: {}
-      load: {}
-      filesystem: {}
-      memory: {}
-      network: {}
-      paging: {}
-      process:
-        mute_process_name_error: true
-        mute_process_exe_error: true
-        mute_process_io_error: true
-      processes: {}
-  prometheus:
-    config:
-      global:
-        scrape_interval: 60s
-      scrape_configs:
-        - job_name: otel-collector-binary
-          static_configs:
-            - targets:
-              # - localhost:8888
-processors:
-  batch:
-    send_batch_size: 1000
-    timeout: 10s
-  # Ref: https://github.com/open-telemetry/opentelemetry-collector-contrib/blob/main/processor/resourcedetectionprocessor/README.md
-  resourcedetection:
-    detectors: [env, system] # Before system detector, include ec2 for AWS, gcp for GCP and azure for Azure.
-    # Using OTEL_RESOURCE_ATTRIBUTES envvar, env detector adds custom labels.
-    timeout: 2s
-    system:
-      hostname_sources: [os] # alternatively, use [dns,os] for setting FQDN as host.name and os as fallback
-extensions:
-  health_check: {}
-  zpages: {}
-exporters:
-  otlp:
-    endpoint: "ingest.{{REGION}}.signoz.cloud:443"
-    tls:
-      insecure: false
-    headers:
-      "signoz-ingestion-key": "{{SIGNOZ_INGESTION_KEY}}"
-  logging:
-    verbosity: normal
-service:
-  telemetry:
-    metrics:
-      address: 0.0.0.0:8888
-  extensions: [health_check, zpages]
-  pipelines:
-    metrics:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-    metrics/internal:
-      receivers: [prometheus, hostmetrics]
-      processors: [resourcedetection, batch]
-      exporters: [otlp]
-    traces:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-    logs:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-```
-
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxAMD64/Recommended/dotnet-linuxamd64-recommended-instrumentApplication.md

@@ -1,67 +0,0 @@
-After setting up the Otel collector agent, follow the steps below to instrument your .NET Application
-
- 
- 
-
-### Step 1: Install OpenTelemetry Dependencies
-Install the following dependencies in your application.
-
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-            otlpOptions.Endpoint = new Uri("http://localhost:4317");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
- 
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.
-
-
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxAMD64/Recommended/dotnet-linuxamd64-recommended-runApplication.md

@@ -1,18 +0,0 @@
- 
-Once you are done intrumenting your .NET application, you can run it using the below commands
- 
-
-### Step 1: Run OTel Collector
- Run this command inside the `otelcol-contrib` directory that you created in the install Otel Collector step
-
-```bash
-./otelcol-contrib --config ./config.yaml
-```
-
- 
-
-### Step 2: Run your .NET application
-```bash
-dotnet build
-dotnet run
-```

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxARM64/QuickStart/dotnet-linuxarm64-quickStart-instrumentApplication.md

@@ -1,70 +0,0 @@
-
-### Step 1: Install OpenTelemetry Dependencies
-Dependencies related to OpenTelemetry exporter and SDK have to be installed first.
-
-Run the below commands after navigating to the application source folder:
-```bash
-dotnet add package OpenTelemetry
-dotnet add package OpenTelemetry.Exporter.OpenTelemetryProtocol 
-dotnet add package OpenTelemetry.Extensions.Hosting
-dotnet add package OpenTelemetry.Instrumentation.Runtime
-dotnet add package OpenTelemetry.Instrumentation.AspNetCore 
-dotnet add package OpenTelemetry.AutoInstrumentation
-```
-
- 
-
-### Step 2:  Adding OpenTelemetry as a service and configuring exporter options
-
-In your `Program.cs` file, add OpenTelemetry as a service. Here, we are configuring these variables:
-
-`serviceName` - It is the name of your service.
-
-`otlpOptions.Endpoint` - It is the endpoint for your OTel Collector agent.
-
- 
-
-Here’s a sample `Program.cs` file with the configured variables:
-
-```bash
-using System.Diagnostics;
-using OpenTelemetry.Exporter;
-using OpenTelemetry.Resources;
-using OpenTelemetry.Trace;
-
-var builder = WebApplication.CreateBuilder(args);
-
-// Configure OpenTelemetry with tracing and auto-start.
-builder.Services.AddOpenTelemetry()
-    .ConfigureResource(resource => 
-        resource.AddService(serviceName: "{{MYAPP}}"))
-    .WithTracing(tracing => tracing
-        .AddAspNetCoreInstrumentation()
-        .AddOtlpExporter(otlpOptions =>
-        {
-                        //sigNoz Cloud Endpoint 
-            otlpOptions.Endpoint = new Uri("https://ingest.{{REGION}}.signoz.cloud:443");
-
-            otlpOptions.Protocol = OtlpExportProtocol.Grpc;
-                        
-                        //SigNoz Cloud account Ingestion key
-            string headerKey = "signoz-ingestion-key";
-            string headerValue = "{{SIGNOZ_INGESTION_KEY}}";
-
-            string formattedHeader = $"{headerKey}={headerValue}";
-            otlpOptions.Headers = formattedHeader;
-        }));
-
-var app = builder.Build();
-
-//The index route ("/") is set up to write out the OpenTelemetry trace information on the response:
-app.MapGet("/", () => $"Hello World! OpenTelemetry Trace: {Activity.Current?.Id}");
-
-app.Run();
-```
-
- 
-
-The OpenTelemetry.Exporter.Options get or set the target to which the exporter is going to send traces. Here, we’re configuring it to send traces to the OTel Collector agent. The target must be a valid Uri with the scheme (http or https) and host and may contain a port and a path.
-
-This is done by configuring an OpenTelemetry [TracerProvider](https://github.com/open-telemetry/opentelemetry-dotnet/tree/main/docs/trace/customizing-the-sdk#readme) using extension methods and setting it to auto-start when the host is started.

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxARM64/QuickStart/dotnet-linuxarm64-quickStart-runApplication.md

@@ -1,10 +0,0 @@
- 
-To run your .NET application, use the below command :
-
-```bash
-dotnet build
-dotnet run
-```
-
-Once you run your .NET application, interact with your application to generate some load and see your application in the SigNoz UI.
-

frontend/src/container/OnboardingContainer/Modules/APM/Dotnet/md-docs/LinuxARM64/Recommended/dotnet-linuxarm64-recommended-installOtelCollector.md

@@ -1,99 +0,0 @@
-## Setup OpenTelemetry Binary as an agent
-
- 
-
-### Step 1: Download otel-collector tar.gz
-```bash
-wget https://github.com/open-telemetry/opentelemetry-collector-releases/releases/download/v{{OTEL_VERSION}}/otelcol-contrib_{{OTEL_VERSION}}_linux_arm64.tar.gz
-```
-
- 
-
-### Step 2: Extract otel-collector tar.gz to the `otelcol-contrib` folder
-```bash
-mkdir otelcol-contrib && tar xvzf otelcol-contrib_{{OTEL_VERSION}}_linux_arm64.tar.gz -C otelcol-contrib
-```
-
- 
-
-### Step 3: Create `config.yaml` in `otelcol-contrib` folder with the below content in it
-```bash
-receivers:
-  otlp:
-    protocols:
-      grpc:
-        endpoint: 0.0.0.0:4317
-      http:
-        endpoint: 0.0.0.0:4318
-  hostmetrics:
-    collection_interval: 60s
-    scrapers:
-      cpu: {}
-      disk: {}
-      load: {}
-      filesystem: {}
-      memory: {}
-      network: {}
-      paging: {}
-      process:
-        mute_process_name_error: true
-        mute_process_exe_error: true
-        mute_process_io_error: true
-      processes: {}
-  prometheus:
-    config:
-      global:
-        scrape_interval: 60s
-      scrape_configs:
-        - job_name: otel-collector-binary
-          static_configs:
-            - targets:
-              # - localhost:8888
-processors:
-  batch:
-    send_batch_size: 1000
-    timeout: 10s
-  # Ref: https://github.com/open-telemetry/opentelemetry-collector-contrib/blob/main/processor/resourcedetectionprocessor/README.md
-  resourcedetection:
-    detectors: [env, system] # Before system detector, include ec2 for AWS, gcp for GCP and azure for Azure.
-    # Using OTEL_RESOURCE_ATTRIBUTES envvar, env detector adds custom labels.
-    timeout: 2s
-    system:
-      hostname_sources: [os] # alternatively, use [dns,os] for setting FQDN as host.name and os as fallback
-extensions:
-  health_check: {}
-  zpages: {}
-exporters:
-  otlp:
-    endpoint: "ingest.{{REGION}}.signoz.cloud:443"
-    tls:
-      insecure: false
-    headers:
-      "signoz-ingestion-key": "{{SIGNOZ_INGESTION_KEY}}"
-  logging:
-    verbosity: normal
-service:
-  telemetry:
-    metrics:
-      address: 0.0.0.0:8888
-  extensions: [health_check, zpages]
-  pipelines:
-    metrics:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-    metrics/internal:
-      receivers: [prometheus, hostmetrics]
-      processors: [resourcedetection, batch]
-      exporters: [otlp]
-    traces:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-    logs:
-      receivers: [otlp]
-      processors: [batch]
-      exporters: [otlp]
-```
-
-