chore: fixed formatting on homechecklist styles

Move public/Icons, public/Images, public/Logos, public/svgs to
src/assets/ and replace all string literal asset references across
74 files with ES imports via the @ alias.

Assets are now processed through Vite's module pipeline, making them
content-hashed in dist/ and base-path-aware — prerequisite for the
runtime URL prefix feature (base path).

Known gap: src/ReactI18/index.tsx loadPath still uses absolute /locales/
path — to be fixed in the base path feature PR.

.github/workflows/integrationci.yaml

@@ -55,6 +55,8 @@ jobs:
         sqlstore-provider:
           - postgres
           - sqlite
+        sqlite-mode:
+          - wal
         clickhouse-version:
           - 25.5.6
           - 25.12.5
@@ -102,6 +104,7 @@ jobs:
             --basetemp=./tmp/ \
             src/${{matrix.src}} \
             --sqlstore-provider ${{matrix.sqlstore-provider}} \
+            --sqlite-mode ${{matrix.sqlite-mode}} \
             --postgres-version ${{matrix.postgres-version}} \
             --clickhouse-version ${{matrix.clickhouse-version}} \
             --schema-migrator-version ${{matrix.schema-migrator-version}}

conf/example.yaml

@@ -86,7 +86,7 @@ sqlstore:
     # The path to the SQLite database file.
     path: /var/lib/signoz/signoz.db
     # The journal mode for the sqlite database. Supported values: delete, wal.
-    mode: delete
+    mode: wal
     # The timeout for the sqlite database to wait for a lock.
     busy_timeout: 10s
     # The default transaction locking behavior. Supported values: deferred, immediate, exclusive.

docs/api/openapi.yml

@@ -327,27 +327,6 @@ components:
           nullable: true
           type: array
       type: object
-    AuthtypesStorableRole:
-      properties:
-        createdAt:
-          format: date-time
-          type: string
-        description:
-          type: string
-        id:
-          type: string
-        name:
-          type: string
-        orgId:
-          type: string
-        type:
-          type: string
-        updatedAt:
-          format: date-time
-          type: string
-      required:
-      - id
-      type: object
     AuthtypesTransaction:
       properties:
         object:
@@ -371,7 +350,7 @@ components:
         id:
           type: string
         role:
-          $ref: '#/components/schemas/AuthtypesStorableRole'
+          $ref: '#/components/schemas/AuthtypesRole'
         roleId:
           type: string
         updatedAt:
@@ -381,6 +360,11 @@ components:
           type: string
       required:
       - id
+      - userId
+      - roleId
+      - createdAt
+      - updatedAt
+      - role
       type: object
     AuthtypesUserWithRoles:
       properties:
@@ -2313,15 +2297,6 @@ components:
       - status
       - error
       type: object
-    RulestatehistorytypesAlertState:
-      enum:
-      - inactive
-      - pending
-      - recovering
-      - firing
-      - nodata
-      - disabled
-      type: string
     RulestatehistorytypesGettableRuleStateHistory:
       properties:
         fingerprint:
@@ -2333,15 +2308,15 @@ components:
           nullable: true
           type: array
         overallState:
-          $ref: '#/components/schemas/RulestatehistorytypesAlertState'
+          $ref: '#/components/schemas/RuletypesAlertState'
         overallStateChanged:
           type: boolean
-        ruleID:
+        ruleId:
           type: string
         ruleName:
           type: string
         state:
-          $ref: '#/components/schemas/RulestatehistorytypesAlertState'
+          $ref: '#/components/schemas/RuletypesAlertState'
         stateChanged:
           type: boolean
         unixMilli:
@@ -2351,7 +2326,7 @@ components:
           format: double
           type: number
       required:
-      - ruleID
+      - ruleId
       - ruleName
       - overallState
       - overallStateChanged
@@ -2441,12 +2416,21 @@ components:
           format: int64
           type: integer
         state:
-          $ref: '#/components/schemas/RulestatehistorytypesAlertState'
+          $ref: '#/components/schemas/RuletypesAlertState'
       required:
       - state
       - start
       - end
       type: object
+    RuletypesAlertState:
+      enum:
+      - inactive
+      - pending
+      - recovering
+      - firing
+      - nodata
+      - disabled
+      type: string
     ServiceaccounttypesGettableFactorAPIKey:
       properties:
         createdAt:
@@ -8469,7 +8453,7 @@ paths:
       - in: query
         name: state
         schema:
-          $ref: '#/components/schemas/RulestatehistorytypesAlertState'
+          $ref: '#/components/schemas/RuletypesAlertState'
       - in: query
         name: filterExpression
         schema:

docs/contributing/go/integration.md

@@ -193,6 +193,7 @@ uv run pytest --basetemp=./tmp/ -vv --reuse src/passwordauthn/01_register.py::te
 Tests can be configured using pytest options:
 
 - `--sqlstore-provider` - Choose database provider (default: postgres)
+- `--sqlite-mode` - SQLite journal mode: `delete` or `wal` (default: delete). Only relevant when `--sqlstore-provider=sqlite`.
 - `--postgres-version` - PostgreSQL version (default: 15)
 - `--clickhouse-version` - ClickHouse version (default: 25.5.6)
 - `--zookeeper-version` - Zookeeper version (default: 3.7.1)
@@ -202,7 +203,6 @@ Example:
 uv run pytest --basetemp=./tmp/ -vv --reuse --sqlstore-provider=postgres --postgres-version=14 src/auth/
 ```
 
-
 ## What should I remember?
 
 - **Always use the `--reuse` flag** when setting up the environment to keep containers running
@@ -213,3 +213,4 @@ uv run pytest --basetemp=./tmp/ -vv --reuse --sqlstore-provider=postgres --postg
 - **Use descriptive test names** that clearly indicate what is being tested
 - **Leverage fixtures** for common setup and authentication
 - **Test both success and failure scenarios** to ensure robust functionality
+- **`--sqlite-mode=wal` does not work on macOS.** The integration test environment runs SigNoz inside a Linux container with the SQLite database file mounted from the macOS host. WAL mode requires shared memory between connections, and connections crossing the VM boundary (macOS host ↔ Linux container) cannot share the WAL index, resulting in `SQLITE_IOERR_SHORT_READ`. WAL mode is tested in CI on Linux only.

ee/anomaly/params.go

@@ -32,7 +32,7 @@ func (s Seasonality) IsValid() bool {
 }
 
 type AnomaliesRequest struct {
-	Params      qbtypes.QueryRangeRequest
+	Params      *qbtypes.QueryRangeRequest
 	Seasonality Seasonality
 }
 
@@ -81,7 +81,7 @@ type anomalyQueryParams struct {
 	Past3SeasonQuery qbtypes.QueryRangeRequest
 }
 
-func prepareAnomalyQueryParams(req qbtypes.QueryRangeRequest, seasonality Seasonality) *anomalyQueryParams {
+func prepareAnomalyQueryParams(req *qbtypes.QueryRangeRequest, seasonality Seasonality) *anomalyQueryParams {
 	start := req.Start
 	end := req.End
 

ee/auditor/otlphttpauditor/provider.go

@@ -76,12 +76,12 @@ func (provider *provider) Start(ctx context.Context) error {
 }
 
 func (provider *provider) Audit(ctx context.Context, event audittypes.AuditEvent) {
-	if event.PrincipalOrgID.IsZero() {
+	if event.PrincipalAttributes.PrincipalOrgID.IsZero() {
 		provider.settings.Logger().WarnContext(ctx, "audit event dropped as org_id is zero")
 		return
 	}
 
-	if _, err := provider.licensing.GetActive(ctx, event.PrincipalOrgID); err != nil {
+	if _, err := provider.licensing.GetActive(ctx, event.PrincipalAttributes.PrincipalOrgID); err != nil {
 		return
 	}
 

ee/querier/handler.go

@@ -65,7 +65,7 @@ func (h *handler) QueryRange(rw http.ResponseWriter, req *http.Request) {
 	}
 
 	if anomalyQuery, ok := queryRangeRequest.IsAnomalyRequest(); ok {
-		anomalies, err := h.handleAnomalyQuery(ctx, orgID, anomalyQuery, queryRangeRequest)
+		anomalies, err := h.handleAnomalyQuery(ctx, orgID, anomalyQuery, &queryRangeRequest)
 		if err != nil {
 			render.Error(rw, errors.NewInternalf(errors.CodeInternal, "failed to get anomalies: %v", err))
 			return
@@ -149,7 +149,7 @@ func (h *handler) createAnomalyProvider(seasonality anomalyV2.Seasonality) anoma
 	}
 }
 
-func (h *handler) handleAnomalyQuery(ctx context.Context, orgID valuer.UUID, anomalyQuery *qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation], queryRangeRequest qbtypes.QueryRangeRequest) (*anomalyV2.AnomaliesResponse, error) {
+func (h *handler) handleAnomalyQuery(ctx context.Context, orgID valuer.UUID, anomalyQuery *qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation], queryRangeRequest *qbtypes.QueryRangeRequest) (*anomalyV2.AnomaliesResponse, error) {
 	seasonality := extractSeasonality(anomalyQuery)
 	provider := h.createAnomalyProvider(seasonality)
 

ee/query-service/app/server.go

@@ -49,7 +49,6 @@ import (
 	opAmpModel "github.com/SigNoz/signoz/pkg/query-service/app/opamp/model"
 	baseconst "github.com/SigNoz/signoz/pkg/query-service/constants"
 	"github.com/SigNoz/signoz/pkg/query-service/healthcheck"
-	baseint "github.com/SigNoz/signoz/pkg/query-service/interfaces"
 	baserules "github.com/SigNoz/signoz/pkg/query-service/rules"
 	"github.com/SigNoz/signoz/pkg/query-service/utils"
 )
@@ -99,7 +98,6 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 	)
 
 	rm, err := makeRulesManager(
-		reader,
 		signoz.Cache,
 		signoz.Alertmanager,
 		signoz.SQLStore,
@@ -229,7 +227,7 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler, web web.Web) (*h
 		s.config.APIServer.Timeout.Default,
 		s.config.APIServer.Timeout.Max,
 	).Wrap)
-	r.Use(middleware.NewLogging(s.signoz.Instrumentation.Logger(), s.config.APIServer.Logging.ExcludedRoutes).Wrap)
+	r.Use(middleware.NewAudit(s.signoz.Instrumentation.Logger(), s.config.APIServer.Logging.ExcludedRoutes, nil).Wrap)
 	r.Use(middleware.NewComment().Wrap)
 
 	apiHandler.RegisterRoutes(r, am)
@@ -345,7 +343,7 @@ func (s *Server) Stop(ctx context.Context) error {
 	return nil
 }
 
-func makeRulesManager(ch baseint.Reader, cache cache.Cache, alertmanager alertmanager.Alertmanager, sqlstore sqlstore.SQLStore, telemetryStore telemetrystore.TelemetryStore, metadataStore telemetrytypes.MetadataStore, prometheus prometheus.Prometheus, orgGetter organization.Getter, ruleStateHistoryModule rulestatehistory.Module, querier querier.Querier, providerSettings factory.ProviderSettings, queryParser queryparser.QueryParser) (*baserules.Manager, error) {
+func makeRulesManager(cache cache.Cache, alertmanager alertmanager.Alertmanager, sqlstore sqlstore.SQLStore, telemetryStore telemetrystore.TelemetryStore, metadataStore telemetrytypes.MetadataStore, prometheus prometheus.Prometheus, orgGetter organization.Getter, ruleStateHistoryModule rulestatehistory.Module, querier querier.Querier, providerSettings factory.ProviderSettings, queryParser queryparser.QueryParser) (*baserules.Manager, error) {
 	ruleStore := sqlrulestore.NewRuleStore(sqlstore, queryParser, providerSettings)
 	maintenanceStore := sqlrulestore.NewMaintenanceStore(sqlstore)
 	// create manager opts
@@ -354,7 +352,6 @@ func makeRulesManager(ch baseint.Reader, cache cache.Cache, alertmanager alertma
 		MetadataStore:          metadataStore,
 		Prometheus:             prometheus,
 		Context:                context.Background(),
-		Reader:                 ch,
 		Querier:                querier,
 		Logger:                 providerSettings.Logger,
 		Cache:                  cache,
@@ -365,7 +362,7 @@ func makeRulesManager(ch baseint.Reader, cache cache.Cache, alertmanager alertma
 		OrgGetter:              orgGetter,
 		RuleStore:              ruleStore,
 		MaintenanceStore:       maintenanceStore,
-		SqlStore:               sqlstore,
+		SQLStore:               sqlstore,
 		QueryParser:            queryParser,
 		RuleStateHistoryModule: ruleStateHistoryModule,
 	}

ee/query-service/rules/anomaly.go

@@ -5,58 +5,34 @@ import (
 	"encoding/json"
 	"fmt"
 	"log/slog"
-	"math"
 	"strings"
 	"sync"
 	"time"
 
-	"github.com/SigNoz/signoz/ee/query-service/anomaly"
-	"github.com/SigNoz/signoz/pkg/cache"
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/query-service/common"
-	"github.com/SigNoz/signoz/pkg/query-service/model"
-	"github.com/SigNoz/signoz/pkg/transition"
+	"github.com/SigNoz/signoz/pkg/querier"
+	"github.com/SigNoz/signoz/pkg/types/rulestatehistorytypes"
 	"github.com/SigNoz/signoz/pkg/types/ruletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 
-	querierV2 "github.com/SigNoz/signoz/pkg/query-service/app/querier/v2"
-	"github.com/SigNoz/signoz/pkg/query-service/app/queryBuilder"
-	"github.com/SigNoz/signoz/pkg/query-service/interfaces"
-	v3 "github.com/SigNoz/signoz/pkg/query-service/model/v3"
-	"github.com/SigNoz/signoz/pkg/query-service/utils/labels"
-	"github.com/SigNoz/signoz/pkg/query-service/utils/times"
-	"github.com/SigNoz/signoz/pkg/query-service/utils/timestamp"
-
 	"github.com/SigNoz/signoz/pkg/units"
 
 	baserules "github.com/SigNoz/signoz/pkg/query-service/rules"
 
-	querierV5 "github.com/SigNoz/signoz/pkg/querier"
-
-	anomalyV2 "github.com/SigNoz/signoz/ee/anomaly"
+	"github.com/SigNoz/signoz/ee/anomaly"
 
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 )
 
-const (
-	RuleTypeAnomaly = "anomaly_rule"
-)
-
 type AnomalyRule struct {
 	*baserules.BaseRule
 
 	mtx sync.Mutex
 
-	reader interfaces.Reader
+	// querier is used for alerts migrated after the introduction of new query builder
+	querier querier.Querier
 
-	// querierV2 is used for alerts created after the introduction of new metrics query builder
-	querierV2 interfaces.Querier
-
-	// querierV5 is used for alerts migrated after the introduction of new query builder
-	querierV5 querierV5.Querier
-
-	provider   anomaly.Provider
-	providerV2 anomalyV2.Provider
+	provider anomaly.Provider
 
 	version string
 	logger  *slog.Logger
@@ -70,18 +46,16 @@ func NewAnomalyRule(
 	id string,
 	orgID valuer.UUID,
 	p *ruletypes.PostableRule,
-	reader interfaces.Reader,
-	querierV5 querierV5.Querier,
+	querier querier.Querier,
 	logger *slog.Logger,
-	cache cache.Cache,
 	opts ...baserules.RuleOption,
 ) (*AnomalyRule, error) {
 
-	logger.Info("creating new AnomalyRule", "rule_id", id)
+	logger.Info("creating new AnomalyRule", slog.String("rule.id", id))
 
 	opts = append(opts, baserules.WithLogger(logger))
 
-	baseRule, err := baserules.NewBaseRule(id, orgID, p, reader, opts...)
+	baseRule, err := baserules.NewBaseRule(id, orgID, p, opts...)
 	if err != nil {
 		return nil, err
 	}
@@ -101,93 +75,38 @@ func NewAnomalyRule(
 		t.seasonality = anomaly.SeasonalityDaily
 	}
 
-	logger.Info("using seasonality", "seasonality", t.seasonality.String())
+	logger.Info("using seasonality", slog.String("rule.id", id), slog.String("rule.seasonality", t.seasonality.StringValue()))
 
-	querierOptsV2 := querierV2.QuerierOptions{
-		Reader:       reader,
-		Cache:        cache,
-		KeyGenerator: queryBuilder.NewKeyGenerator(),
-	}
-
-	t.querierV2 = querierV2.NewQuerier(querierOptsV2)
-	t.reader = reader
 	if t.seasonality == anomaly.SeasonalityHourly {
 		t.provider = anomaly.NewHourlyProvider(
-			anomaly.WithCache[*anomaly.HourlyProvider](cache),
-			anomaly.WithKeyGenerator[*anomaly.HourlyProvider](queryBuilder.NewKeyGenerator()),
-			anomaly.WithReader[*anomaly.HourlyProvider](reader),
+			anomaly.WithQuerier[*anomaly.HourlyProvider](querier),
+			anomaly.WithLogger[*anomaly.HourlyProvider](logger),
 		)
 	} else if t.seasonality == anomaly.SeasonalityDaily {
 		t.provider = anomaly.NewDailyProvider(
-			anomaly.WithCache[*anomaly.DailyProvider](cache),
-			anomaly.WithKeyGenerator[*anomaly.DailyProvider](queryBuilder.NewKeyGenerator()),
-			anomaly.WithReader[*anomaly.DailyProvider](reader),
+			anomaly.WithQuerier[*anomaly.DailyProvider](querier),
+			anomaly.WithLogger[*anomaly.DailyProvider](logger),
 		)
 	} else if t.seasonality == anomaly.SeasonalityWeekly {
 		t.provider = anomaly.NewWeeklyProvider(
-			anomaly.WithCache[*anomaly.WeeklyProvider](cache),
-			anomaly.WithKeyGenerator[*anomaly.WeeklyProvider](queryBuilder.NewKeyGenerator()),
-			anomaly.WithReader[*anomaly.WeeklyProvider](reader),
+			anomaly.WithQuerier[*anomaly.WeeklyProvider](querier),
+			anomaly.WithLogger[*anomaly.WeeklyProvider](logger),
 		)
 	}
 
-	if t.seasonality == anomaly.SeasonalityHourly {
-		t.providerV2 = anomalyV2.NewHourlyProvider(
-			anomalyV2.WithQuerier[*anomalyV2.HourlyProvider](querierV5),
-			anomalyV2.WithLogger[*anomalyV2.HourlyProvider](logger),
-		)
-	} else if t.seasonality == anomaly.SeasonalityDaily {
-		t.providerV2 = anomalyV2.NewDailyProvider(
-			anomalyV2.WithQuerier[*anomalyV2.DailyProvider](querierV5),
-			anomalyV2.WithLogger[*anomalyV2.DailyProvider](logger),
-		)
-	} else if t.seasonality == anomaly.SeasonalityWeekly {
-		t.providerV2 = anomalyV2.NewWeeklyProvider(
-			anomalyV2.WithQuerier[*anomalyV2.WeeklyProvider](querierV5),
-			anomalyV2.WithLogger[*anomalyV2.WeeklyProvider](logger),
-		)
-	}
-
-	t.querierV5 = querierV5
+	t.querier = querier
 	t.version = p.Version
 	t.logger = logger
 	return &t, nil
 }
 
 func (r *AnomalyRule) Type() ruletypes.RuleType {
-	return RuleTypeAnomaly
+	return ruletypes.RuleTypeAnomaly
 }
 
-func (r *AnomalyRule) prepareQueryRange(ctx context.Context, ts time.Time) (*v3.QueryRangeParamsV3, error) {
+func (r *AnomalyRule) prepareQueryRange(ctx context.Context, ts time.Time) *qbtypes.QueryRangeRequest {
 
-	r.logger.InfoContext(
-		ctx, "prepare query range request v4", "ts", ts.UnixMilli(), "eval_window", r.EvalWindow().Milliseconds(), "eval_delay", r.EvalDelay().Milliseconds(),
-	)
-
-	st, en := r.Timestamps(ts)
-	start := st.UnixMilli()
-	end := en.UnixMilli()
-
-	compositeQuery := r.Condition().CompositeQuery
-
-	if compositeQuery.PanelType != v3.PanelTypeGraph {
-		compositeQuery.PanelType = v3.PanelTypeGraph
-	}
-
-	// default mode
-	return &v3.QueryRangeParamsV3{
-		Start:          start,
-		End:            end,
-		Step:           int64(math.Max(float64(common.MinAllowedStepInterval(start, end)), 60)),
-		CompositeQuery: compositeQuery,
-		Variables:      make(map[string]interface{}, 0),
-		NoCache:        false,
-	}, nil
-}
-
-func (r *AnomalyRule) prepareQueryRangeV5(ctx context.Context, ts time.Time) (*qbtypes.QueryRangeRequest, error) {
-
-	r.logger.InfoContext(ctx, "prepare query range request v5", "ts", ts.UnixMilli(), "eval_window", r.EvalWindow().Milliseconds(), "eval_delay", r.EvalDelay().Milliseconds())
+	r.logger.InfoContext(ctx, "prepare query range request", slog.String("rule.id", r.ID()), slog.Int64("ts", ts.UnixMilli()), slog.Int64("eval.window_ms", r.EvalWindow().Milliseconds()), slog.Int64("eval.delay_ms", r.EvalDelay().Milliseconds()))
 
 	startTs, endTs := r.Timestamps(ts)
 	start, end := startTs.UnixMilli(), endTs.UnixMilli()
@@ -203,25 +122,14 @@ func (r *AnomalyRule) prepareQueryRangeV5(ctx context.Context, ts time.Time) (*q
 	}
 	req.CompositeQuery.Queries = make([]qbtypes.QueryEnvelope, len(r.Condition().CompositeQuery.Queries))
 	copy(req.CompositeQuery.Queries, r.Condition().CompositeQuery.Queries)
-	return req, nil
-}
-
-func (r *AnomalyRule) GetSelectedQuery() string {
-	return r.Condition().GetSelectedQueryName()
+	return req
 }
 
 func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, orgID valuer.UUID, ts time.Time) (ruletypes.Vector, error) {
 
-	params, err := r.prepareQueryRange(ctx, ts)
-	if err != nil {
-		return nil, err
-	}
-	err = r.PopulateTemporality(ctx, orgID, params)
-	if err != nil {
-		return nil, fmt.Errorf("internal error while setting temporality")
-	}
+	params := r.prepareQueryRange(ctx, ts)
 
-	anomalies, err := r.provider.GetAnomalies(ctx, orgID, &anomaly.GetAnomaliesRequest{
+	anomalies, err := r.provider.GetAnomalies(ctx, orgID, &anomaly.AnomaliesRequest{
 		Params:      params,
 		Seasonality: r.seasonality,
 	})
@@ -229,87 +137,43 @@ func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, orgID valuer.UUID, t
 		return nil, err
 	}
 
-	var queryResult *v3.Result
+	var queryResult *qbtypes.TimeSeriesData
 	for _, result := range anomalies.Results {
-		if result.QueryName == r.GetSelectedQuery() {
+		if result.QueryName == r.SelectedQuery(ctx) {
 			queryResult = result
 			break
 		}
 	}
 
-	hasData := len(queryResult.AnomalyScores) > 0
+	if queryResult == nil {
+		r.logger.WarnContext(ctx, "nil qb result", slog.String("rule.id", r.ID()), slog.Int64("ts", ts.UnixMilli()))
+		return ruletypes.Vector{}, nil
+	}
+
+	hasData := len(queryResult.Aggregations) > 0 &&
+		queryResult.Aggregations[0] != nil &&
+		len(queryResult.Aggregations[0].AnomalyScores) > 0
+
 	if missingDataAlert := r.HandleMissingDataAlert(ctx, ts, hasData); missingDataAlert != nil {
 		return ruletypes.Vector{*missingDataAlert}, nil
+	} else if !hasData {
+		r.logger.WarnContext(ctx, "no anomaly result", slog.String("rule.id", r.ID()))
+		return ruletypes.Vector{}, nil
 	}
 
 	var resultVector ruletypes.Vector
 
-	scoresJSON, _ := json.Marshal(queryResult.AnomalyScores)
-	r.logger.InfoContext(ctx, "anomaly scores", "scores", string(scoresJSON))
-
-	for _, series := range queryResult.AnomalyScores {
-		if !r.Condition().ShouldEval(series) {
-			r.logger.InfoContext(ctx, "not enough data points to evaluate series, skipping", "ruleid", r.ID(), "numPoints", len(series.Points), "requiredPoints", r.Condition().RequiredNumPoints)
-			continue
-		}
-		results, err := r.Threshold.Eval(*series, r.Unit(), ruletypes.EvalData{
-			ActiveAlerts:  r.ActiveAlertsLabelFP(),
-			SendUnmatched: r.ShouldSendUnmatched(),
-		})
-		if err != nil {
-			return nil, err
-		}
-		resultVector = append(resultVector, results...)
-	}
-	return resultVector, nil
-}
-
-func (r *AnomalyRule) buildAndRunQueryV5(ctx context.Context, orgID valuer.UUID, ts time.Time) (ruletypes.Vector, error) {
-
-	params, err := r.prepareQueryRangeV5(ctx, ts)
-	if err != nil {
-		return nil, err
-	}
-
-	anomalies, err := r.providerV2.GetAnomalies(ctx, orgID, &anomalyV2.AnomaliesRequest{
-		Params:      *params,
-		Seasonality: anomalyV2.Seasonality{String: valuer.NewString(r.seasonality.String())},
-	})
-	if err != nil {
-		return nil, err
-	}
-
-	var qbResult *qbtypes.TimeSeriesData
-	for _, result := range anomalies.Results {
-		if result.QueryName == r.GetSelectedQuery() {
-			qbResult = result
-			break
-		}
-	}
-
-	if qbResult == nil {
-		r.logger.WarnContext(ctx, "nil qb result", "ts", ts.UnixMilli())
-	}
-
-	queryResult := transition.ConvertV5TimeSeriesDataToV4Result(qbResult)
-
-	hasData := len(queryResult.AnomalyScores) > 0
-	if missingDataAlert := r.HandleMissingDataAlert(ctx, ts, hasData); missingDataAlert != nil {
-		return ruletypes.Vector{*missingDataAlert}, nil
-	}
-
-	var resultVector ruletypes.Vector
-
-	scoresJSON, _ := json.Marshal(queryResult.AnomalyScores)
-	r.logger.InfoContext(ctx, "anomaly scores", "scores", string(scoresJSON))
+	scoresJSON, _ := json.Marshal(queryResult.Aggregations[0].AnomalyScores)
+	// TODO(srikanthccv): this could be noisy but we do this to answer false alert requests
+	r.logger.InfoContext(ctx, "anomaly scores", slog.String("rule.id", r.ID()), slog.String("anomaly.scores", string(scoresJSON)))
 
 	// Filter out new series if newGroupEvalDelay is configured
-	seriesToProcess := queryResult.AnomalyScores
+	seriesToProcess := queryResult.Aggregations[0].AnomalyScores
 	if r.ShouldSkipNewGroups() {
 		filteredSeries, filterErr := r.BaseRule.FilterNewSeries(ctx, ts, seriesToProcess)
 		// In case of error we log the error and continue with the original series
 		if filterErr != nil {
-			r.logger.ErrorContext(ctx, "Error filtering new series, ", errors.Attr(filterErr), "rule_name", r.Name())
+			r.logger.ErrorContext(ctx, "error filtering new series", slog.String("rule.id", r.ID()), errors.Attr(filterErr))
 		} else {
 			seriesToProcess = filteredSeries
 		}
@@ -317,10 +181,10 @@ func (r *AnomalyRule) buildAndRunQueryV5(ctx context.Context, orgID valuer.UUID,
 
 	for _, series := range seriesToProcess {
 		if !r.Condition().ShouldEval(series) {
-			r.logger.InfoContext(ctx, "not enough data points to evaluate series, skipping", "ruleid", r.ID(), "numPoints", len(series.Points), "requiredPoints", r.Condition().RequiredNumPoints)
+			r.logger.InfoContext(ctx, "not enough data points to evaluate series, skipping", slog.String("rule.id", r.ID()), slog.Int("series.num_points", len(series.Values)), slog.Int("series.required_points", r.Condition().RequiredNumPoints))
 			continue
 		}
-		results, err := r.Threshold.Eval(*series, r.Unit(), ruletypes.EvalData{
+		results, err := r.Threshold.Eval(series, r.Unit(), ruletypes.EvalData{
 			ActiveAlerts:  r.ActiveAlertsLabelFP(),
 			SendUnmatched: r.ShouldSendUnmatched(),
 		})
@@ -341,13 +205,9 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 	var res ruletypes.Vector
 	var err error
 
-	if r.version == "v5" {
-		r.logger.InfoContext(ctx, "running v5 query")
-		res, err = r.buildAndRunQueryV5(ctx, r.OrgID(), ts)
-	} else {
-		r.logger.InfoContext(ctx, "running v4 query")
-		res, err = r.buildAndRunQuery(ctx, r.OrgID(), ts)
-	}
+	r.logger.InfoContext(ctx, "running query", slog.String("rule.id", r.ID()))
+	res, err = r.buildAndRunQuery(ctx, r.OrgID(), ts)
+
 	if err != nil {
 		return 0, err
 	}
@@ -371,7 +231,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 		}
 		value := valueFormatter.Format(smpl.V, r.Unit())
 		threshold := valueFormatter.Format(smpl.Target, smpl.TargetUnit)
-		r.logger.DebugContext(ctx, "Alert template data for rule", "rule_name", r.Name(), "formatter", valueFormatter.Name(), "value", value, "threshold", threshold)
+		r.logger.DebugContext(ctx, "alert template data for rule", slog.String("rule.id", r.ID()), slog.String("formatter.name", valueFormatter.Name()), slog.String("alert.value", value), slog.String("alert.threshold", threshold))
 
 		tmplData := ruletypes.AlertTemplateData(l, value, threshold)
 		// Inject some convenience variables that are easier to remember for users
@@ -386,35 +246,34 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 				defs+text,
 				"__alert_"+r.Name(),
 				tmplData,
-				times.Time(timestamp.FromTime(ts)),
 				nil,
 			)
 			result, err := tmpl.Expand()
 			if err != nil {
 				result = fmt.Sprintf("<error expanding template: %s>", err)
-				r.logger.ErrorContext(ctx, "Expanding alert template failed", errors.Attr(err), "data", tmplData, "rule_name", r.Name())
+				r.logger.ErrorContext(ctx, "expanding alert template failed", slog.String("rule.id", r.ID()), errors.Attr(err), slog.Any("alert.template_data", tmplData))
 			}
 			return result
 		}
 
-		lb := labels.NewBuilder(smpl.Metric).Del(labels.MetricNameLabel).Del(labels.TemporalityLabel)
-		resultLabels := labels.NewBuilder(smpl.Metric).Del(labels.MetricNameLabel).Del(labels.TemporalityLabel).Labels()
+		lb := ruletypes.NewBuilder(smpl.Metric...).Del(ruletypes.MetricNameLabel).Del(ruletypes.TemporalityLabel)
+		resultLabels := ruletypes.NewBuilder(smpl.Metric...).Del(ruletypes.MetricNameLabel).Del(ruletypes.TemporalityLabel).Labels()
 
 		for name, value := range r.Labels().Map() {
 			lb.Set(name, expand(value))
 		}
 
-		lb.Set(labels.AlertNameLabel, r.Name())
-		lb.Set(labels.AlertRuleIdLabel, r.ID())
-		lb.Set(labels.RuleSourceLabel, r.GeneratorURL())
+		lb.Set(ruletypes.AlertNameLabel, r.Name())
+		lb.Set(ruletypes.AlertRuleIDLabel, r.ID())
+		lb.Set(ruletypes.RuleSourceLabel, r.GeneratorURL())
 
-		annotations := make(labels.Labels, 0, len(r.Annotations().Map()))
+		annotations := make(ruletypes.Labels, 0, len(r.Annotations().Map()))
 		for name, value := range r.Annotations().Map() {
-			annotations = append(annotations, labels.Label{Name: name, Value: expand(value)})
+			annotations = append(annotations, ruletypes.Label{Name: name, Value: expand(value)})
 		}
 		if smpl.IsMissing {
-			lb.Set(labels.AlertNameLabel, "[No data] "+r.Name())
-			lb.Set(labels.NoDataLabel, "true")
+			lb.Set(ruletypes.AlertNameLabel, "[No data] "+r.Name())
+			lb.Set(ruletypes.NoDataLabel, "true")
 		}
 
 		lbs := lb.Labels()
@@ -422,17 +281,17 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 		resultFPs[h] = struct{}{}
 
 		if _, ok := alerts[h]; ok {
-			r.logger.ErrorContext(ctx, "the alert query returns duplicate records", "rule_id", r.ID(), "alert", alerts[h])
-			err = fmt.Errorf("duplicate alert found, vector contains metrics with the same labelset after applying alert labels")
+			r.logger.ErrorContext(ctx, "the alert query returns duplicate records", slog.String("rule.id", r.ID()), slog.Any("alert", alerts[h]))
+			err = errors.NewInternalf(errors.CodeInternal, "duplicate alert found, vector contains metrics with the same labelset after applying alert labels")
 			return 0, err
 		}
 
 		alerts[h] = &ruletypes.Alert{
 			Labels:            lbs,
-			QueryResultLables: resultLabels,
+			QueryResultLabels: resultLabels,
 			Annotations:       annotations,
 			ActiveAt:          ts,
-			State:             model.StatePending,
+			State:             ruletypes.StatePending,
 			Value:             smpl.V,
 			GeneratorURL:      r.GeneratorURL(),
 			Receivers:         ruleReceiverMap[lbs.Map()[ruletypes.LabelThresholdName]],
@@ -441,12 +300,12 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 		}
 	}
 
-	r.logger.InfoContext(ctx, "number of alerts found", "rule_name", r.Name(), "alerts_count", len(alerts))
+	r.logger.InfoContext(ctx, "number of alerts found", slog.String("rule.id", r.ID()), slog.Int("alert.count", len(alerts)))
 	// alerts[h] is ready, add or update active list now
 	for h, a := range alerts {
 		// Check whether we already have alerting state for the identifying label set.
 		// Update the last value and annotations if so, create a new alert entry otherwise.
-		if alert, ok := r.Active[h]; ok && alert.State != model.StateInactive {
+		if alert, ok := r.Active[h]; ok && alert.State != ruletypes.StateInactive {
 
 			alert.Value = a.Value
 			alert.Annotations = a.Annotations
@@ -462,76 +321,76 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (int, error) {
 		r.Active[h] = a
 	}
 
-	itemsToAdd := []model.RuleStateHistory{}
+	itemsToAdd := []rulestatehistorytypes.RuleStateHistory{}
 
 	// Check if any pending alerts should be removed or fire now. Write out alert timeseries.
 	for fp, a := range r.Active {
-		labelsJSON, err := json.Marshal(a.QueryResultLables)
+		labelsJSON, err := json.Marshal(a.QueryResultLabels)
 		if err != nil {
-			r.logger.ErrorContext(ctx, "error marshaling labels", errors.Attr(err), "labels", a.Labels)
+			r.logger.ErrorContext(ctx, "error marshaling labels", slog.String("rule.id", r.ID()), errors.Attr(err), slog.Any("alert.labels", a.Labels))
 		}
 		if _, ok := resultFPs[fp]; !ok {
 			// If the alert was previously firing, keep it around for a given
 			// retention time so it is reported as resolved to the AlertManager.
-			if a.State == model.StatePending || (!a.ResolvedAt.IsZero() && ts.Sub(a.ResolvedAt) > ruletypes.ResolvedRetention) {
+			if a.State == ruletypes.StatePending || (!a.ResolvedAt.IsZero() && ts.Sub(a.ResolvedAt) > ruletypes.ResolvedRetention) {
 				delete(r.Active, fp)
 			}
-			if a.State != model.StateInactive {
-				a.State = model.StateInactive
+			if a.State != ruletypes.StateInactive {
+				a.State = ruletypes.StateInactive
 				a.ResolvedAt = ts
-				itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+				itemsToAdd = append(itemsToAdd, rulestatehistorytypes.RuleStateHistory{
 					RuleID:       r.ID(),
 					RuleName:     r.Name(),
-					State:        model.StateInactive,
+					State:        ruletypes.StateInactive,
 					StateChanged: true,
 					UnixMilli:    ts.UnixMilli(),
-					Labels:       model.LabelsString(labelsJSON),
-					Fingerprint:  a.QueryResultLables.Hash(),
+					Labels:       rulestatehistorytypes.LabelsString(labelsJSON),
+					Fingerprint:  a.QueryResultLabels.Hash(),
 					Value:        a.Value,
 				})
 			}
 			continue
 		}
 
-		if a.State == model.StatePending && ts.Sub(a.ActiveAt) >= r.HoldDuration().Duration() {
-			a.State = model.StateFiring
+		if a.State == ruletypes.StatePending && ts.Sub(a.ActiveAt) >= r.HoldDuration().Duration() {
+			a.State = ruletypes.StateFiring
 			a.FiredAt = ts
-			state := model.StateFiring
+			state := ruletypes.StateFiring
 			if a.Missing {
-				state = model.StateNoData
+				state = ruletypes.StateNoData
 			}
-			itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+			itemsToAdd = append(itemsToAdd, rulestatehistorytypes.RuleStateHistory{
 				RuleID:       r.ID(),
 				RuleName:     r.Name(),
 				State:        state,
 				StateChanged: true,
 				UnixMilli:    ts.UnixMilli(),
-				Labels:       model.LabelsString(labelsJSON),
-				Fingerprint:  a.QueryResultLables.Hash(),
+				Labels:       rulestatehistorytypes.LabelsString(labelsJSON),
+				Fingerprint:  a.QueryResultLabels.Hash(),
 				Value:        a.Value,
 			})
 		}
 
 		// We need to change firing alert to recovering if the returned sample meets recovery threshold
-		changeFiringToRecovering := a.State == model.StateFiring && a.IsRecovering
+		changeFiringToRecovering := a.State == ruletypes.StateFiring && a.IsRecovering
 		// We need to change recovering alerts to firing if the returned sample meets target threshold
-		changeRecoveringToFiring := a.State == model.StateRecovering && !a.IsRecovering && !a.Missing
+		changeRecoveringToFiring := a.State == ruletypes.StateRecovering && !a.IsRecovering && !a.Missing
 		// in any of the above case we need to update the status of alert
 		if changeFiringToRecovering || changeRecoveringToFiring {
-			state := model.StateRecovering
+			state := ruletypes.StateRecovering
 			if changeRecoveringToFiring {
-				state = model.StateFiring
+				state = ruletypes.StateFiring
 			}
 			a.State = state
-			r.logger.DebugContext(ctx, "converting alert state", "name", r.Name(), "state", state)
-			itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+			r.logger.DebugContext(ctx, "converting alert state", slog.String("rule.id", r.ID()), slog.Any("alert.state", state))
+			itemsToAdd = append(itemsToAdd, rulestatehistorytypes.RuleStateHistory{
 				RuleID:       r.ID(),
 				RuleName:     r.Name(),
 				State:        state,
 				StateChanged: true,
 				UnixMilli:    ts.UnixMilli(),
-				Labels:       model.LabelsString(labelsJSON),
-				Fingerprint:  a.QueryResultLables.Hash(),
+				Labels:       rulestatehistorytypes.LabelsString(labelsJSON),
+				Fingerprint:  a.QueryResultLabels.Hash(),
 				Value:        a.Value,
 			})
 		}

ee/query-service/rules/anomaly_test.go

@@ -2,21 +2,19 @@ package rules
 
 import (
 	"context"
-	"log/slog"
 	"testing"
 	"time"
 
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 
-	"github.com/SigNoz/signoz/ee/query-service/anomaly"
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
-	"github.com/SigNoz/signoz/pkg/query-service/app/clickhouseReader"
-	v3 "github.com/SigNoz/signoz/pkg/query-service/model/v3"
-	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/telemetrystore/telemetrystoretest"
+	qbtypes "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"
+
+	"github.com/SigNoz/signoz/ee/anomaly"
 )
 
 // mockAnomalyProvider is a mock implementation of anomaly.Provider for testing.
@@ -24,13 +22,13 @@ import (
 // time periods (current, past period, current season, past season, past 2 seasons,
 // past 3 seasons), making it cumbersome to create mock data.
 type mockAnomalyProvider struct {
-	responses []*anomaly.GetAnomaliesResponse
+	responses []*anomaly.AnomaliesResponse
 	callCount int
 }
 
-func (m *mockAnomalyProvider) GetAnomalies(ctx context.Context, orgID valuer.UUID, req *anomaly.GetAnomaliesRequest) (*anomaly.GetAnomaliesResponse, error) {
+func (m *mockAnomalyProvider) GetAnomalies(ctx context.Context, orgID valuer.UUID, req *anomaly.AnomaliesRequest) (*anomaly.AnomaliesResponse, error) {
 	if m.callCount >= len(m.responses) {
-		return &anomaly.GetAnomaliesResponse{Results: []*v3.Result{}}, nil
+		return &anomaly.AnomaliesResponse{Results: []*qbtypes.TimeSeriesData{}}, nil
 	}
 	resp := m.responses[m.callCount]
 	m.callCount++
@@ -49,45 +47,46 @@ func TestAnomalyRule_NoData_AlertOnAbsent(t *testing.T) {
 	postableRule := ruletypes.PostableRule{
 		AlertName: "Test anomaly no data",
 		AlertType: ruletypes.AlertTypeMetric,
-		RuleType:  RuleTypeAnomaly,
+		RuleType:  ruletypes.RuleTypeAnomaly,
 		Evaluation: &ruletypes.EvaluationEnvelope{Kind: ruletypes.RollingEvaluation, Spec: ruletypes.RollingWindow{
 			EvalWindow: evalWindow,
 			Frequency:  valuer.MustParseTextDuration("1m"),
 		}},
 		RuleCondition: &ruletypes.RuleCondition{
-			CompareOp: ruletypes.ValueIsAbove,
-			MatchType: ruletypes.AtleastOnce,
-			Target:    &target,
-			CompositeQuery: &v3.CompositeQuery{
-				QueryType: v3.QueryTypeBuilder,
-				BuilderQueries: map[string]*v3.BuilderQuery{
-					"A": {
-						QueryName:   "A",
-						Expression:  "A",
-						DataSource:  v3.DataSourceMetrics,
-						Temporality: v3.Unspecified,
+			CompareOperator: ruletypes.ValueIsAbove,
+			MatchType:       ruletypes.AtleastOnce,
+			Target:          &target,
+			CompositeQuery: &ruletypes.AlertCompositeQuery{
+				QueryType: ruletypes.QueryTypeBuilder,
+				Queries: []qbtypes.QueryEnvelope{{
+					Type: qbtypes.QueryTypeBuilder,
+					Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
+						Name:   "A",
+						Signal: telemetrytypes.SignalMetrics,
 					},
-				},
+				}},
 			},
 			SelectedQuery: "A",
 			Seasonality:   "daily",
 			Thresholds: &ruletypes.RuleThresholdData{
 				Kind: ruletypes.BasicThresholdKind,
 				Spec: ruletypes.BasicRuleThresholds{{
-					Name:        "Test anomaly no data",
-					TargetValue: &target,
-					MatchType:   ruletypes.AtleastOnce,
-					CompareOp:   ruletypes.ValueIsAbove,
+					Name:            "Test anomaly no data",
+					TargetValue:     &target,
+					MatchType:       ruletypes.AtleastOnce,
+					CompareOperator: ruletypes.ValueIsAbove,
 				}},
 			},
 		},
 	}
 
-	responseNoData := &anomaly.GetAnomaliesResponse{
-		Results: []*v3.Result{
+	responseNoData := &anomaly.AnomaliesResponse{
+		Results: []*qbtypes.TimeSeriesData{
 			{
-				QueryName:     "A",
-				AnomalyScores: []*v3.Series{},
+				QueryName: "A",
+				Aggregations: []*qbtypes.AggregationBucket{{
+					AnomalyScores: []*qbtypes.TimeSeries{},
+				}},
 			},
 		},
 	}
@@ -115,23 +114,17 @@ func TestAnomalyRule_NoData_AlertOnAbsent(t *testing.T) {
 		t.Run(c.description, func(t *testing.T) {
 			postableRule.RuleCondition.AlertOnAbsent = c.alertOnAbsent
 
-			telemetryStore := telemetrystoretest.New(telemetrystore.Config{}, nil)
-			options := clickhouseReader.NewOptions("primaryNamespace")
-			reader := clickhouseReader.NewReader(slog.Default(), nil, telemetryStore, nil, "", time.Second, nil, nil, options)
-
 			rule, err := NewAnomalyRule(
 				"test-anomaly-rule",
 				valuer.GenerateUUID(),
 				&postableRule,
-				reader,
 				nil,
 				logger,
-				nil,
 			)
 			require.NoError(t, err)
 
 			rule.provider = &mockAnomalyProvider{
-				responses: []*anomaly.GetAnomaliesResponse{responseNoData},
+				responses: []*anomaly.AnomaliesResponse{responseNoData},
 			}
 
 			alertsFound, err := rule.Eval(context.Background(), evalTime)
@@ -156,46 +149,47 @@ func TestAnomalyRule_NoData_AbsentFor(t *testing.T) {
 	postableRule := ruletypes.PostableRule{
 		AlertName: "Test anomaly no data with AbsentFor",
 		AlertType: ruletypes.AlertTypeMetric,
-		RuleType:  RuleTypeAnomaly,
+		RuleType:  ruletypes.RuleTypeAnomaly,
 		Evaluation: &ruletypes.EvaluationEnvelope{Kind: ruletypes.RollingEvaluation, Spec: ruletypes.RollingWindow{
 			EvalWindow: evalWindow,
 			Frequency:  valuer.MustParseTextDuration("1m"),
 		}},
 		RuleCondition: &ruletypes.RuleCondition{
-			CompareOp:     ruletypes.ValueIsAbove,
-			MatchType:     ruletypes.AtleastOnce,
-			AlertOnAbsent: true,
-			Target:        &target,
-			CompositeQuery: &v3.CompositeQuery{
-				QueryType: v3.QueryTypeBuilder,
-				BuilderQueries: map[string]*v3.BuilderQuery{
-					"A": {
-						QueryName:   "A",
-						Expression:  "A",
-						DataSource:  v3.DataSourceMetrics,
-						Temporality: v3.Unspecified,
+			CompareOperator: ruletypes.ValueIsAbove,
+			MatchType:       ruletypes.AtleastOnce,
+			AlertOnAbsent:   true,
+			Target:          &target,
+			CompositeQuery: &ruletypes.AlertCompositeQuery{
+				QueryType: ruletypes.QueryTypeBuilder,
+				Queries: []qbtypes.QueryEnvelope{{
+					Type: qbtypes.QueryTypeBuilder,
+					Spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
+						Name:   "A",
+						Signal: telemetrytypes.SignalMetrics,
 					},
-				},
+				}},
 			},
 			SelectedQuery: "A",
 			Seasonality:   "daily",
 			Thresholds: &ruletypes.RuleThresholdData{
 				Kind: ruletypes.BasicThresholdKind,
 				Spec: ruletypes.BasicRuleThresholds{{
-					Name:        "Test anomaly no data with AbsentFor",
-					TargetValue: &target,
-					MatchType:   ruletypes.AtleastOnce,
-					CompareOp:   ruletypes.ValueIsAbove,
+					Name:            "Test anomaly no data with AbsentFor",
+					TargetValue:     &target,
+					MatchType:       ruletypes.AtleastOnce,
+					CompareOperator: ruletypes.ValueIsAbove,
 				}},
 			},
 		},
 	}
 
-	responseNoData := &anomaly.GetAnomaliesResponse{
-		Results: []*v3.Result{
+	responseNoData := &anomaly.AnomaliesResponse{
+		Results: []*qbtypes.TimeSeriesData{
 			{
-				QueryName:     "A",
-				AnomalyScores: []*v3.Series{},
+				QueryName: "A",
+				Aggregations: []*qbtypes.AggregationBucket{{
+					AnomalyScores: []*qbtypes.TimeSeries{},
+				}},
 			},
 		},
 	}
@@ -229,32 +223,35 @@ func TestAnomalyRule_NoData_AbsentFor(t *testing.T) {
 			t1 := baseTime.Add(5 * time.Minute)
 			t2 := t1.Add(c.timeBetweenEvals)
 
-			responseWithData := &anomaly.GetAnomaliesResponse{
-				Results: []*v3.Result{
+			responseWithData := &anomaly.AnomaliesResponse{
+				Results: []*qbtypes.TimeSeriesData{
 					{
 						QueryName: "A",
-						AnomalyScores: []*v3.Series{
-							{
-								Labels: map[string]string{"test": "label"},
-								Points: []v3.Point{
-									{Timestamp: baseTime.UnixMilli(), Value: 1.0},
-									{Timestamp: baseTime.Add(time.Minute).UnixMilli(), Value: 1.5},
+						Aggregations: []*qbtypes.AggregationBucket{{
+							AnomalyScores: []*qbtypes.TimeSeries{
+								{
+									Labels: []*qbtypes.Label{
+										{
+											Key:   telemetrytypes.TelemetryFieldKey{Name: "Test"},
+											Value: "labels",
+										},
+									},
+									Values: []*qbtypes.TimeSeriesValue{
+										{Timestamp: baseTime.UnixMilli(), Value: 1.0},
+										{Timestamp: baseTime.Add(time.Minute).UnixMilli(), Value: 1.5},
+									},
 								},
 							},
-						},
+						}},
 					},
 				},
 			}
 
-			telemetryStore := telemetrystoretest.New(telemetrystore.Config{}, nil)
-			options := clickhouseReader.NewOptions("primaryNamespace")
-			reader := clickhouseReader.NewReader(slog.Default(), nil, telemetryStore, nil, "", time.Second, nil, nil, options)
-
-			rule, err := NewAnomalyRule("test-anomaly-rule", valuer.GenerateUUID(), &postableRule, reader, nil, logger, nil)
+			rule, err := NewAnomalyRule("test-anomaly-rule", valuer.GenerateUUID(), &postableRule, nil, logger)
 			require.NoError(t, err)
 
 			rule.provider = &mockAnomalyProvider{
-				responses: []*anomaly.GetAnomaliesResponse{responseWithData, responseNoData},
+				responses: []*anomaly.AnomaliesResponse{responseWithData, responseNoData},
 			}
 
 			alertsFound1, err := rule.Eval(context.Background(), t1)

ee/query-service/rules/manager.go

@@ -11,9 +11,7 @@ import (
 	"github.com/google/uuid"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	basemodel "github.com/SigNoz/signoz/pkg/query-service/model"
 	baserules "github.com/SigNoz/signoz/pkg/query-service/rules"
-	"github.com/SigNoz/signoz/pkg/query-service/utils/labels"
 	"github.com/SigNoz/signoz/pkg/types/ruletypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
 )
@@ -23,7 +21,7 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 	rules := make([]baserules.Rule, 0)
 	var task baserules.Task
 
-	ruleId := baserules.RuleIdFromTaskName(opts.TaskName)
+	ruleID := baserules.RuleIDFromTaskName(opts.TaskName)
 	evaluation, err := opts.Rule.Evaluation.GetEvaluation()
 	if err != nil {
 		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "evaluation is invalid: %v", err)
@@ -32,10 +30,9 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 	if opts.Rule.RuleType == ruletypes.RuleTypeThreshold {
 		// create a threshold rule
 		tr, err := baserules.NewThresholdRule(
-			ruleId,
+			ruleID,
 			opts.OrgID,
 			opts.Rule,
-			opts.Reader,
 			opts.Querier,
 			opts.Logger,
 			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
@@ -58,11 +55,10 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 
 		// create promql rule
 		pr, err := baserules.NewPromRule(
-			ruleId,
+			ruleID,
 			opts.OrgID,
 			opts.Rule,
 			opts.Logger,
-			opts.Reader,
 			opts.ManagerOpts.Prometheus,
 			baserules.WithSQLStore(opts.SQLStore),
 			baserules.WithQueryParser(opts.ManagerOpts.QueryParser),
@@ -82,13 +78,11 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 	} else if opts.Rule.RuleType == ruletypes.RuleTypeAnomaly {
 		// create anomaly rule
 		ar, err := NewAnomalyRule(
-			ruleId,
+			ruleID,
 			opts.OrgID,
 			opts.Rule,
-			opts.Reader,
 			opts.Querier,
 			opts.Logger,
-			opts.Cache,
 			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
 			baserules.WithSQLStore(opts.SQLStore),
 			baserules.WithQueryParser(opts.ManagerOpts.QueryParser),
@@ -105,7 +99,7 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 		task = newTask(baserules.TaskTypeCh, opts.TaskName, evaluation.GetFrequency().Duration(), rules, opts.ManagerOpts, opts.NotifyFunc, opts.MaintenanceStore, opts.OrgID)
 
 	} else {
-		return nil, fmt.Errorf("unsupported rule type %s. Supported types: %s, %s", opts.Rule.RuleType, ruletypes.RuleTypeProm, ruletypes.RuleTypeThreshold)
+		return nil, errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported rule type %s. Supported types: %s, %s", opts.Rule.RuleType, ruletypes.RuleTypeProm, ruletypes.RuleTypeThreshold)
 	}
 
 	return task, nil
@@ -113,12 +107,12 @@ func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error)
 
 // TestNotification prepares a dummy rule for given rule parameters and
 // sends a test notification. returns alert count and error (if any)
-func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.ApiError) {
+func TestNotification(opts baserules.PrepareTestRuleOptions) (int, error) {
 
 	ctx := context.Background()
 
 	if opts.Rule == nil {
-		return 0, basemodel.BadRequest(fmt.Errorf("rule is required"))
+		return 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "rule is required")
 	}
 
 	parsedRule := opts.Rule
@@ -138,15 +132,14 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 	if parsedRule.RuleType == ruletypes.RuleTypeThreshold {
 
 		// add special labels for test alerts
-		parsedRule.Labels[labels.RuleSourceLabel] = ""
-		parsedRule.Labels[labels.AlertRuleIdLabel] = ""
+		parsedRule.Labels[ruletypes.RuleSourceLabel] = ""
+		parsedRule.Labels[ruletypes.AlertRuleIDLabel] = ""
 
 		// create a threshold rule
 		rule, err = baserules.NewThresholdRule(
 			alertname,
 			opts.OrgID,
 			parsedRule,
-			opts.Reader,
 			opts.Querier,
 			opts.Logger,
 			baserules.WithSendAlways(),
@@ -158,7 +151,7 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 
 		if err != nil {
 			slog.Error("failed to prepare a new threshold rule for test", "name", alertname, errors.Attr(err))
-			return 0, basemodel.BadRequest(err)
+			return 0, err
 		}
 
 	} else if parsedRule.RuleType == ruletypes.RuleTypeProm {
@@ -169,7 +162,6 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 			opts.OrgID,
 			parsedRule,
 			opts.Logger,
-			opts.Reader,
 			opts.ManagerOpts.Prometheus,
 			baserules.WithSendAlways(),
 			baserules.WithSendUnmatched(),
@@ -180,7 +172,7 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 
 		if err != nil {
 			slog.Error("failed to prepare a new promql rule for test", "name", alertname, errors.Attr(err))
-			return 0, basemodel.BadRequest(err)
+			return 0, err
 		}
 	} else if parsedRule.RuleType == ruletypes.RuleTypeAnomaly {
 		// create anomaly rule
@@ -188,10 +180,8 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 			alertname,
 			opts.OrgID,
 			parsedRule,
-			opts.Reader,
 			opts.Querier,
 			opts.Logger,
-			opts.Cache,
 			baserules.WithSendAlways(),
 			baserules.WithSendUnmatched(),
 			baserules.WithSQLStore(opts.SQLStore),
@@ -200,10 +190,10 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 		)
 		if err != nil {
 			slog.Error("failed to prepare a new anomaly rule for test", "name", alertname, errors.Attr(err))
-			return 0, basemodel.BadRequest(err)
+			return 0, err
 		}
 	} else {
-		return 0, basemodel.BadRequest(fmt.Errorf("failed to derive ruletype with given information"))
+		return 0, errors.NewInvalidInputf(errors.CodeInvalidInput, "failed to derive ruletype with given information")
 	}
 
 	// set timestamp to current utc time
@@ -212,7 +202,7 @@ func TestNotification(opts baserules.PrepareTestRuleOptions) (int, *basemodel.Ap
 	alertsFound, err := rule.Eval(ctx, ts)
 	if err != nil {
 		slog.Error("evaluating rule failed", "rule", rule.Name(), errors.Attr(err))
-		return 0, basemodel.InternalError(fmt.Errorf("rule evaluation failed"))
+		return 0, err
 	}
 	rule.SendAlerts(ctx, ts, 0, time.Minute, opts.NotifyFunc)
 

ee/query-service/rules/manager_test.go

@@ -114,11 +114,8 @@ func TestManager_TestNotification_SendUnmatched_ThresholdRule(t *testing.T) {
 				},
 			})
 
-			count, apiErr := mgr.TestNotification(context.Background(), orgID, string(ruleBytes))
-			if apiErr != nil {
-				t.Logf("TestNotification error: %v, type: %s", apiErr.Err, apiErr.Typ)
-			}
-			require.Nil(t, apiErr)
+			count, err := mgr.TestNotification(context.Background(), orgID, string(ruleBytes))
+			require.Nil(t, err)
 			assert.Equal(t, tc.ExpectAlerts, count)
 
 			if tc.ExpectAlerts > 0 {
@@ -268,11 +265,8 @@ func TestManager_TestNotification_SendUnmatched_PromRule(t *testing.T) {
 				},
 			})
 
-			count, apiErr := mgr.TestNotification(context.Background(), orgID, string(ruleBytes))
-			if apiErr != nil {
-				t.Logf("TestNotification error: %v, type: %s", apiErr.Err, apiErr.Typ)
-			}
-			require.Nil(t, apiErr)
+			count, err := mgr.TestNotification(context.Background(), orgID, string(ruleBytes))
+			require.Nil(t, err)
 			assert.Equal(t, tc.ExpectAlerts, count)
 
 			if tc.ExpectAlerts > 0 {

frontend/package.json

@@ -68,8 +68,8 @@
     "@signozhq/toggle-group": "0.0.1",
     "@signozhq/tooltip": "0.0.2",
     "@signozhq/ui": "0.0.5",
-    "@tanstack/react-table": "8.20.6",
-    "@tanstack/react-virtual": "3.11.2",
+    "@tanstack/react-table": "8.21.3",
+    "@tanstack/react-virtual": "3.13.22",
     "@uiw/codemirror-theme-copilot": "4.23.11",
     "@uiw/codemirror-theme-github": "4.24.1",
     "@uiw/react-codemirror": "4.23.10",

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

@@ -67,9 +67,12 @@ jest.mock('hooks/useGetTenantLicense', () => ({
 
 // Mock react-query for users fetch
 let mockUsersData: { email: string }[] = [];
-jest.mock('api/v1/user/get', () => ({
-	__esModule: true,
-	default: jest.fn(() => Promise.resolve({ data: mockUsersData })),
+jest.mock('api/generated/services/users', () => ({
+	...jest.requireActual('api/generated/services/users'),
+	useListUsers: jest.fn(() => ({
+		data: { data: mockUsersData },
+		isFetching: false,
+	})),
 }));
 
 const queryClient = new QueryClient({

frontend/src/AppRoutes/index.tsx

@@ -18,7 +18,7 @@ import AppLayout from 'container/AppLayout';
 import Hex from 'crypto-js/enc-hex';
 import HmacSHA256 from 'crypto-js/hmac-sha256';
 import { KeyboardHotkeysProvider } from 'hooks/hotkeys/useKeyboardHotkeys';
-import { useThemeConfig } from 'hooks/useDarkMode';
+import { useIsDarkMode, useThemeConfig } from 'hooks/useDarkMode';
 import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
 import { NotificationProvider } from 'hooks/useNotifications';
 import { ResourceProvider } from 'hooks/useResourceAttribute';
@@ -212,6 +212,12 @@ function App(): JSX.Element {
 		activeLicenseFetchError,
 	]);
 
+	const isDarkMode = useIsDarkMode();
+
+	useEffect(() => {
+		window.Pylon?.('setTheme', isDarkMode ? 'dark' : 'light');
+	}, [isDarkMode]);
+
 	useEffect(() => {
 		if (
 			pathname === ROUTES.ONBOARDING ||

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

@@ -425,39 +425,6 @@ export interface AuthtypesSessionContextDTO {
 	orgs?: AuthtypesOrgSessionContextDTO[] | null;
 }
 
-export interface AuthtypesStorableRoleDTO {
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: Date;
-	/**
-	 * @type string
-	 */
-	description?: string;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name?: string;
-	/**
-	 * @type string
-	 */
-	orgId?: string;
-	/**
-	 * @type string
-	 */
-	type?: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: Date;
-}
-
 export interface AuthtypesTransactionDTO {
 	object: AuthtypesObjectDTO;
 	/**
@@ -475,25 +442,25 @@ export interface AuthtypesUserRoleDTO {
 	 * @type string
 	 * @format date-time
 	 */
-	createdAt?: Date;
+	createdAt: Date;
 	/**
 	 * @type string
 	 */
 	id: string;
-	role?: AuthtypesStorableRoleDTO;
+	role: AuthtypesRoleDTO;
 	/**
 	 * @type string
 	 */
-	roleId?: string;
+	roleId: string;
 	/**
 	 * @type string
 	 * @format date-time
 	 */
-	updatedAt?: Date;
+	updatedAt: Date;
 	/**
 	 * @type string
 	 */
-	userId?: string;
+	userId: string;
 }
 
 export interface AuthtypesUserWithRolesDTO {
@@ -2710,14 +2677,6 @@ export interface RenderErrorResponseDTO {
 	status: string;
 }
 
-export enum RulestatehistorytypesAlertStateDTO {
-	inactive = 'inactive',
-	pending = 'pending',
-	recovering = 'recovering',
-	firing = 'firing',
-	nodata = 'nodata',
-	disabled = 'disabled',
-}
 export interface RulestatehistorytypesGettableRuleStateHistoryDTO {
 	/**
 	 * @type integer
@@ -2729,7 +2688,7 @@ export interface RulestatehistorytypesGettableRuleStateHistoryDTO {
 	 * @nullable true
 	 */
 	labels: Querybuildertypesv5LabelDTO[] | null;
-	overallState: RulestatehistorytypesAlertStateDTO;
+	overallState: RuletypesAlertStateDTO;
 	/**
 	 * @type boolean
 	 */
@@ -2737,12 +2696,12 @@ export interface RulestatehistorytypesGettableRuleStateHistoryDTO {
 	/**
 	 * @type string
 	 */
-	ruleID: string;
+	ruleId: string;
 	/**
 	 * @type string
 	 */
 	ruleName: string;
-	state: RulestatehistorytypesAlertStateDTO;
+	state: RuletypesAlertStateDTO;
 	/**
 	 * @type boolean
 	 */
@@ -2840,9 +2799,17 @@ export interface RulestatehistorytypesGettableRuleStateWindowDTO {
 	 * @format int64
 	 */
 	start: number;
-	state: RulestatehistorytypesAlertStateDTO;
+	state: RuletypesAlertStateDTO;
 }
 
+export enum RuletypesAlertStateDTO {
+	inactive = 'inactive',
+	pending = 'pending',
+	recovering = 'recovering',
+	firing = 'firing',
+	nodata = 'nodata',
+	disabled = 'disabled',
+}
 export interface ServiceaccounttypesGettableFactorAPIKeyDTO {
 	/**
 	 * @type string
@@ -4613,7 +4580,7 @@ export type GetRuleHistoryTimelineParams = {
 	/**
 	 * @description undefined
 	 */
-	state?: RulestatehistorytypesAlertStateDTO;
+	state?: RuletypesAlertStateDTO;
 	/**
 	 * @type string
 	 * @description undefined