chore(metric-reduction): add module implementation

.github/workflows/integrationci.yaml

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

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))
 		},

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -0,0 +1,543 @@
+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)
+	sampleBucketMilli     = int64(60 * time.Second / 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 := "ingested"
+	switch orderBy {
+	case metricreductionruletypes.OrderByReducedVolume:
+		orderExpr = "reduced"
+	case metricreductionruletypes.OrderByReduction:
+		orderExpr = "if(ingested = 0, 0, (toFloat64(ingested) - toFloat64(reduced)) / toFloat64(ingested))"
+	}
+	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 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 FROM ("+
+			"SELECT metric_name, uniq(reduced_fingerprint) AS cnt 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 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) SampleVolume(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, uint64, error) {
+	if len(metricNames) == 0 {
+		return 0, 0, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.countRawSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return 0, 0, err
+	}
+
+	last, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return 0, 0, err
+	}
+	sum, err := c.countReducedSamples(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return 0, 0, err
+	}
+
+	return ingested, min(last+sum, ingested), nil
+}
+
+func (c *clickhouse) countRawSamples(ctx context.Context, table string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	sb.Select("count()")
+	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...)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	var count uint64
+	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&count); err != nil {
+		return 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to count ingested samples")
+	}
+	return count, nil
+}
+
+func (c *clickhouse) countReducedSamples(ctx context.Context, table string, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (uint64, error) {
+	names := make([]any, len(metricNames))
+	for i, name := range metricNames {
+		names[i] = name
+	}
+
+	sb := sqlbuilder.NewSelectBuilder()
+	// Reduced tables key the series on reduced_fingerprint (not fingerprint); dedupe ReplacingMergeTree recomputes.
+	sb.Select("uniq(reduced_fingerprint, unix_milli)")
+	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...)
+
+	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
+	var count uint64
+	if err := c.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&count); err != nil {
+		return 0, errors.WrapInternalf(err, errors.CodeInternal, "failed to count reduced samples")
+	}
+	return count, nil
+}
+
+// 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, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) ([]volumePoint, error) {
+	if len(metricNames) == 0 {
+		return []volumePoint{}, nil
+	}
+	ctx = c.withThreads(ctx)
+
+	ingested, err := c.ingestedSeriesByBucket(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	reduced, err := c.reducedSeriesByBucket(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	return mergeVolumePoints(ingested, reduced), 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 60s 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 := "intDiv(unix_milli, " + sb.Var(sampleBucketMilli) + ") * " + sb.Var(sampleBucketMilli) + " 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 60s 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 := "intDiv(unix_milli, " + sb.Var(sampleBucketMilli) + ") * " + sb.Var(sampleBucketMilli) + " 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 +1,544 @@
+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 (see signoz-otel-collector#839).
+	effectiveFromMargin    = 5 * 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
+	}
+
+	rules := make([]metricreductionruletypes.GettableReductionRule, 0, len(domainRules))
+	for _, rule := range domainRules {
+		rules = append(rules, withVolume(toGettableReductionRule(rule), volumes[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
+	}
+
+	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))
+	}
+
+	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()
+
+	allRules, 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(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
+	}
+	var ingestedSeries, reducedSeries uint64
+	for _, volume := range volumes {
+		ingestedSeries += volume.Ingested
+		reducedSeries += volume.Reduced
+	}
+
+	ingestedSamples, reducedSamples, err := m.ch.SampleVolume(ctx, metricNames, effectiveFrom, startMs, endMs)
+	if err != nil {
+		return nil, err
+	}
+
+	return &metricreductionruletypes.GettableReductionRuleStats{
+		IngestedSeries:             ingestedSeries,
+		RetainedSeries:             reducedSeries,
+		EstimatedMonthlySavingsUsd: monthlySavingsUSD(ingestedSamples, reducedSamples, 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()
+	}
+
+	points, err := m.ch.SeriesTimeseries(ctx, metricNames, 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 {
+	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
+	}
+
+	metricType, ok := types[metricName]
+	if !ok || metricType == metrictypes.UnspecifiedType {
+		return errors.NewNotFoundf(errors.CodeNotFound, "metric not found: %q", metricName)
+	}
+	if metricType == 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.After(time.Now()),
+	}
+}
+
+func withVolume(rule metricreductionruletypes.GettableReductionRule, volume volumeRow) metricreductionruletypes.GettableReductionRule {
+	rule.IngestedSeries = volume.Ingested
+	rule.RetainedSeries = volume.Reduced
+	if volume.Ingested > 0 && volume.Reduced <= volume.Ingested {
+		rule.ReductionPercent = (1 - float64(volume.Reduced)/float64(volume.Ingested)) * 100
+	}
+	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

@@ -90,12 +90,8 @@ 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,
-			signoz.Modules.SpanMapper,
-			signoz.Modules.LLMPricingRule,
-		},
+		Store:         signoz.SQLStore,
+		AgentFeatures: []agentConf.AgentFeature{logParsingPipelineController},
 	})
 	if err != nil {
 		return nil, err

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

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

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

@@ -18,6 +18,8 @@ import type {
 } from 'react-query';
 
 import type {
+	CreateMetricReductionRule201,
+	DeleteMetricReductionRuleByIDPathParameters,
 	GetMetricAlerts200,
 	GetMetricAlertsParams,
 	GetMetricAttributes200,
@@ -28,22 +30,762 @@ import type {
 	GetMetricHighlightsParams,
 	GetMetricMetadata200,
 	GetMetricMetadataParams,
+	GetMetricReductionRuleByID200,
+	GetMetricReductionRuleByIDPathParameters,
+	GetMetricReductionRuleStats200,
+	GetMetricReductionRuleTimeseries200,
 	GetMetricsOnboardingStatus200,
 	GetMetricsStats200,
 	GetMetricsTreemap200,
 	InspectMetrics200,
+	ListMetricReductionRules200,
+	ListMetricReductionRulesParams,
 	ListMetrics200,
 	ListMetricsParams,
+	MetricreductionruletypesPostableReductionRuleDTO,
+	MetricreductionruletypesPostableReductionRulePreviewDTO,
+	MetricreductionruletypesUpdatableReductionRuleDTO,
 	MetricsexplorertypesInspectMetricsRequestDTO,
 	MetricsexplorertypesStatsRequestDTO,
 	MetricsexplorertypesTreemapRequestDTO,
 	MetricsexplorertypesUpdateMetricMetadataRequestDTO,
+	PreviewMetricReductionRule200,
 	RenderErrorResponseDTO,
+	UpdateMetricReductionRuleByID200,
+	UpdateMetricReductionRuleByIDPathParameters,
 } from '../sigNoz.schemas';
 
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type { ErrorType, BodyType } from '../../../generatedAPIInstance';
 
+/**
+ * Returns active metric volume-control (label reduction) rules.
+ * @summary List metric reduction rules
+ */
+export const listMetricReductionRules = (
+	params?: ListMetricReductionRulesParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<ListMetricReductionRules200>({
+		url: `/api/v2/metric_reduction_rules`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getListMetricReductionRulesQueryKey = (
+	params?: ListMetricReductionRulesParams,
+) => {
+	return [
+		`/api/v2/metric_reduction_rules`,
+		...(params ? [params] : []),
+	] as const;
+};
+
+export const getListMetricReductionRulesQueryOptions = <
+	TData = Awaited<ReturnType<typeof listMetricReductionRules>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: ListMetricReductionRulesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof listMetricReductionRules>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getListMetricReductionRulesQueryKey(params);
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof listMetricReductionRules>>
+	> = ({ signal }) => listMetricReductionRules(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof listMetricReductionRules>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type ListMetricReductionRulesQueryResult = NonNullable<
+	Awaited<ReturnType<typeof listMetricReductionRules>>
+>;
+export type ListMetricReductionRulesQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary List metric reduction rules
+ */
+
+export function useListMetricReductionRules<
+	TData = Awaited<ReturnType<typeof listMetricReductionRules>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: ListMetricReductionRulesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof listMetricReductionRules>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getListMetricReductionRulesQueryOptions(params, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary List metric reduction rules
+ */
+export const invalidateListMetricReductionRules = async (
+	queryClient: QueryClient,
+	params?: ListMetricReductionRulesParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getListMetricReductionRulesQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * Creates a volume-control rule for a metric and returns it with its id; fails if the metric already has a rule.
+ * @summary Create a metric reduction rule
+ */
+export const createMetricReductionRule = (
+	metricreductionruletypesPostableReductionRuleDTO?: BodyType<MetricreductionruletypesPostableReductionRuleDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<CreateMetricReductionRule201>({
+		url: `/api/v2/metric_reduction_rules`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: metricreductionruletypesPostableReductionRuleDTO,
+		signal,
+	});
+};
+
+export const getCreateMetricReductionRuleMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof createMetricReductionRule>>,
+		TError,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof createMetricReductionRule>>,
+	TError,
+	{ data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO> },
+	TContext
+> => {
+	const mutationKey = ['createMetricReductionRule'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof createMetricReductionRule>>,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return createMetricReductionRule(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type CreateMetricReductionRuleMutationResult = NonNullable<
+	Awaited<ReturnType<typeof createMetricReductionRule>>
+>;
+export type CreateMetricReductionRuleMutationBody =
+	| BodyType<MetricreductionruletypesPostableReductionRuleDTO>
+	| undefined;
+export type CreateMetricReductionRuleMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Create a metric reduction rule
+ */
+export const useCreateMetricReductionRule = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof createMetricReductionRule>>,
+		TError,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof createMetricReductionRule>>,
+	TError,
+	{ data?: BodyType<MetricreductionruletypesPostableReductionRuleDTO> },
+	TContext
+> => {
+	return useMutation(getCreateMetricReductionRuleMutationOptions(options));
+};
+/**
+ * Deletes a volume-control rule by its id.
+ * @summary Delete a metric reduction rule by id
+ */
+export const deleteMetricReductionRuleByID = (
+	{ id }: DeleteMetricReductionRuleByIDPathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<void>({
+		url: `/api/v2/metric_reduction_rules/${id}`,
+		method: 'DELETE',
+		signal,
+	});
+};
+
+export const getDeleteMetricReductionRuleByIDMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>,
+		TError,
+		{ pathParams: DeleteMetricReductionRuleByIDPathParameters },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>,
+	TError,
+	{ pathParams: DeleteMetricReductionRuleByIDPathParameters },
+	TContext
+> => {
+	const mutationKey = ['deleteMetricReductionRuleByID'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>,
+		{ pathParams: DeleteMetricReductionRuleByIDPathParameters }
+	> = (props) => {
+		const { pathParams } = props ?? {};
+
+		return deleteMetricReductionRuleByID(pathParams);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type DeleteMetricReductionRuleByIDMutationResult = NonNullable<
+	Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>
+>;
+
+export type DeleteMetricReductionRuleByIDMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Delete a metric reduction rule by id
+ */
+export const useDeleteMetricReductionRuleByID = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>,
+		TError,
+		{ pathParams: DeleteMetricReductionRuleByIDPathParameters },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof deleteMetricReductionRuleByID>>,
+	TError,
+	{ pathParams: DeleteMetricReductionRuleByIDPathParameters },
+	TContext
+> => {
+	return useMutation(getDeleteMetricReductionRuleByIDMutationOptions(options));
+};
+/**
+ * Returns a single volume-control rule by its id.
+ * @summary Get a metric reduction rule by id
+ */
+export const getMetricReductionRuleByID = (
+	{ id }: GetMetricReductionRuleByIDPathParameters,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetMetricReductionRuleByID200>({
+		url: `/api/v2/metric_reduction_rules/${id}`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetMetricReductionRuleByIDQueryKey = ({
+	id,
+}: GetMetricReductionRuleByIDPathParameters) => {
+	return [`/api/v2/metric_reduction_rules/${id}`] as const;
+};
+
+export const getGetMetricReductionRuleByIDQueryOptions = <
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleByID>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id }: GetMetricReductionRuleByIDPathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getMetricReductionRuleByID>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetMetricReductionRuleByIDQueryKey({ id });
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getMetricReductionRuleByID>>
+	> = ({ signal }) => getMetricReductionRuleByID({ id }, signal);
+
+	return {
+		queryKey,
+		queryFn,
+		enabled: !!id,
+		...queryOptions,
+	} as UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleByID>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetMetricReductionRuleByIDQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getMetricReductionRuleByID>>
+>;
+export type GetMetricReductionRuleByIDQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get a metric reduction rule by id
+ */
+
+export function useGetMetricReductionRuleByID<
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleByID>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	{ id }: GetMetricReductionRuleByIDPathParameters,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getMetricReductionRuleByID>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetMetricReductionRuleByIDQueryOptions(
+		{ id },
+		options,
+	);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get a metric reduction rule by id
+ */
+export const invalidateGetMetricReductionRuleByID = async (
+	queryClient: QueryClient,
+	{ id }: GetMetricReductionRuleByIDPathParameters,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetMetricReductionRuleByIDQueryKey({ id }) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * Updates the match type and labels of a volume-control rule by its id; the metric name is immutable.
+ * @summary Update a metric reduction rule by id
+ */
+export const updateMetricReductionRuleByID = (
+	{ id }: UpdateMetricReductionRuleByIDPathParameters,
+	metricreductionruletypesUpdatableReductionRuleDTO?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<UpdateMetricReductionRuleByID200>({
+		url: `/api/v2/metric_reduction_rules/${id}`,
+		method: 'PUT',
+		headers: { 'Content-Type': 'application/json' },
+		data: metricreductionruletypesUpdatableReductionRuleDTO,
+		signal,
+	});
+};
+
+export const getUpdateMetricReductionRuleByIDMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateMetricReductionRuleByID>>,
+		TError,
+		{
+			pathParams: UpdateMetricReductionRuleByIDPathParameters;
+			data?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>;
+		},
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof updateMetricReductionRuleByID>>,
+	TError,
+	{
+		pathParams: UpdateMetricReductionRuleByIDPathParameters;
+		data?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>;
+	},
+	TContext
+> => {
+	const mutationKey = ['updateMetricReductionRuleByID'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof updateMetricReductionRuleByID>>,
+		{
+			pathParams: UpdateMetricReductionRuleByIDPathParameters;
+			data?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>;
+		}
+	> = (props) => {
+		const { pathParams, data } = props ?? {};
+
+		return updateMetricReductionRuleByID(pathParams, data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type UpdateMetricReductionRuleByIDMutationResult = NonNullable<
+	Awaited<ReturnType<typeof updateMetricReductionRuleByID>>
+>;
+export type UpdateMetricReductionRuleByIDMutationBody =
+	| BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>
+	| undefined;
+export type UpdateMetricReductionRuleByIDMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Update a metric reduction rule by id
+ */
+export const useUpdateMetricReductionRuleByID = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof updateMetricReductionRuleByID>>,
+		TError,
+		{
+			pathParams: UpdateMetricReductionRuleByIDPathParameters;
+			data?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>;
+		},
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof updateMetricReductionRuleByID>>,
+	TError,
+	{
+		pathParams: UpdateMetricReductionRuleByIDPathParameters;
+		data?: BodyType<MetricreductionruletypesUpdatableReductionRuleDTO>;
+	},
+	TContext
+> => {
+	return useMutation(getUpdateMetricReductionRuleByIDMutationOptions(options));
+};
+/**
+ * Estimates the series reduction and related-asset impact of a candidate volume-control rule without persisting it.
+ * @summary Preview a metric reduction rule
+ */
+export const previewMetricReductionRule = (
+	metricreductionruletypesPostableReductionRulePreviewDTO?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO>,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<PreviewMetricReductionRule200>({
+		url: `/api/v2/metric_reduction_rules/preview`,
+		method: 'POST',
+		headers: { 'Content-Type': 'application/json' },
+		data: metricreductionruletypesPostableReductionRulePreviewDTO,
+		signal,
+	});
+};
+
+export const getPreviewMetricReductionRuleMutationOptions = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof previewMetricReductionRule>>,
+		TError,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
+		TContext
+	>;
+}): UseMutationOptions<
+	Awaited<ReturnType<typeof previewMetricReductionRule>>,
+	TError,
+	{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
+	TContext
+> => {
+	const mutationKey = ['previewMetricReductionRule'];
+	const { mutation: mutationOptions } = options
+		? options.mutation &&
+			'mutationKey' in options.mutation &&
+			options.mutation.mutationKey
+			? options
+			: { ...options, mutation: { ...options.mutation, mutationKey } }
+		: { mutation: { mutationKey } };
+
+	const mutationFn: MutationFunction<
+		Awaited<ReturnType<typeof previewMetricReductionRule>>,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> }
+	> = (props) => {
+		const { data } = props ?? {};
+
+		return previewMetricReductionRule(data);
+	};
+
+	return { mutationFn, ...mutationOptions };
+};
+
+export type PreviewMetricReductionRuleMutationResult = NonNullable<
+	Awaited<ReturnType<typeof previewMetricReductionRule>>
+>;
+export type PreviewMetricReductionRuleMutationBody =
+	| BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO>
+	| undefined;
+export type PreviewMetricReductionRuleMutationError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Preview a metric reduction rule
+ */
+export const usePreviewMetricReductionRule = <
+	TError = ErrorType<RenderErrorResponseDTO>,
+	TContext = unknown,
+>(options?: {
+	mutation?: UseMutationOptions<
+		Awaited<ReturnType<typeof previewMetricReductionRule>>,
+		TError,
+		{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
+		TContext
+	>;
+}): UseMutationResult<
+	Awaited<ReturnType<typeof previewMetricReductionRule>>,
+	TError,
+	{ data?: BodyType<MetricreductionruletypesPostableReductionRulePreviewDTO> },
+	TContext
+> => {
+	return useMutation(getPreviewMetricReductionRuleMutationOptions(options));
+};
+/**
+ * Returns total ingested vs retained series and the estimated monthly savings across all volume-control rules.
+ * @summary Metric reduction stats
+ */
+export const getMetricReductionRuleStats = (signal?: AbortSignal) => {
+	return GeneratedAPIInstance<GetMetricReductionRuleStats200>({
+		url: `/api/v2/metric_reduction_rules/stats`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetMetricReductionRuleStatsQueryKey = () => {
+	return [`/api/v2/metric_reduction_rules/stats`] as const;
+};
+
+export const getGetMetricReductionRuleStatsQueryOptions = <
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleStats>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleStats>>,
+		TError,
+		TData
+	>;
+}) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetMetricReductionRuleStatsQueryKey();
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getMetricReductionRuleStats>>
+	> = ({ signal }) => getMetricReductionRuleStats(signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleStats>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetMetricReductionRuleStatsQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getMetricReductionRuleStats>>
+>;
+export type GetMetricReductionRuleStatsQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Metric reduction stats
+ */
+
+export function useGetMetricReductionRuleStats<
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleStats>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleStats>>,
+		TError,
+		TData
+	>;
+}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetMetricReductionRuleStatsQueryOptions(options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Metric reduction stats
+ */
+export const invalidateGetMetricReductionRuleStats = async (
+	queryClient: QueryClient,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetMetricReductionRuleStatsQueryKey() },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * Returns ingested vs retained series over time across all volume-control rules (hourly buckets), in the query-range time-series response shape.
+ * @summary Metric reduction volume over time
+ */
+export const getMetricReductionRuleTimeseries = (signal?: AbortSignal) => {
+	return GeneratedAPIInstance<GetMetricReductionRuleTimeseries200>({
+		url: `/api/v2/metric_reduction_rules/timeseries`,
+		method: 'GET',
+		signal,
+	});
+};
+
+export const getGetMetricReductionRuleTimeseriesQueryKey = () => {
+	return [`/api/v2/metric_reduction_rules/timeseries`] as const;
+};
+
+export const getGetMetricReductionRuleTimeseriesQueryOptions = <
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>,
+		TError,
+		TData
+	>;
+}) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetMetricReductionRuleTimeseriesQueryKey();
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>
+	> = ({ signal }) => getMetricReductionRuleTimeseries(signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetMetricReductionRuleTimeseriesQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>
+>;
+export type GetMetricReductionRuleTimeseriesQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Metric reduction volume over time
+ */
+
+export function useGetMetricReductionRuleTimeseries<
+	TData = Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(options?: {
+	query?: UseQueryOptions<
+		Awaited<ReturnType<typeof getMetricReductionRuleTimeseries>>,
+		TError,
+		TData
+	>;
+}): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetMetricReductionRuleTimeseriesQueryOptions(options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Metric reduction volume over time
+ */
+export const invalidateGetMetricReductionRuleTimeseries = async (
+	queryClient: QueryClient,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetMetricReductionRuleTimeseriesQueryKey() },
+		options,
+	);
+
+	return queryClient;
+};
+
 /**
  * This endpoint returns a list of distinct metric names within the specified time range
  * @summary List metric names

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

@@ -5535,6 +5535,13 @@ export interface InframonitoringtypesClusterRecordDTO {
 	podCountsByPhase: InframonitoringtypesPodCountsByPhaseDTO;
 }
 
+export interface InframonitoringtypesRequiredMetricsCheckDTO {
+	/**
+	 * @type array,null
+	 */
+	missingMetrics: string[] | null;
+}
+
 export enum InframonitoringtypesResponseTypeDTO {
 	list = 'list',
 	grouped_list = 'grouped_list',
@@ -5570,6 +5577,7 @@ export interface InframonitoringtypesClustersDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesClusterRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5647,6 +5655,7 @@ export interface InframonitoringtypesDaemonSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDaemonSetRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5724,6 +5733,7 @@ export interface InframonitoringtypesDeploymentsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesDeploymentRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5809,6 +5819,7 @@ export interface InframonitoringtypesHostsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesHostRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5894,6 +5905,7 @@ export interface InframonitoringtypesJobsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesJobRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -5943,6 +5955,7 @@ export interface InframonitoringtypesNamespacesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNamespaceRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6009,6 +6022,7 @@ export interface InframonitoringtypesNodesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesNodeRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6092,6 +6106,7 @@ export interface InframonitoringtypesPodsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesPodRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6439,6 +6454,7 @@ export interface InframonitoringtypesStatefulSetsDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesStatefulSetRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6507,6 +6523,7 @@ export interface InframonitoringtypesVolumesDTO {
 	 * @type array
 	 */
 	records: InframonitoringtypesVolumeRecordDTO[];
+	requiredMetricsCheck: InframonitoringtypesRequiredMetricsCheckDTO;
 	/**
 	 * @type integer
 	 */
@@ -6672,6 +6689,213 @@ 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
+	 */
+	ingestedSeries: number;
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+	/**
+	 * @type string
+	 */
+	metricName: string;
+	/**
+	 * @type number
+	 * @format double
+	 */
+	reductionPercent: 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
+	 */
+	ingestedSeries: 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',
+	reduction = 'reduction',
+	last_updated = 'last_updated',
+}
+export interface MetricreductionruletypesUpdatableReductionRuleDTO {
+	/**
+	 * @type array,null
+	 */
+	labels: string[] | null;
+	matchType: MetricreductionruletypesMatchTypeDTO;
+}
+
 export interface MetricsexplorertypesInspectMetricsRequestDTO {
 	/**
 	 * @type integer
@@ -8230,48 +8454,6 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }
 
-export type SpantypesSpanMapperTestSpanDTOAttributesAnyOf = {
-	[key: string]: unknown;
-};
-
-/**
- * @nullable
- */
-export type SpantypesSpanMapperTestSpanDTOAttributes =
-	SpantypesSpanMapperTestSpanDTOAttributesAnyOf | null;
-
-export type SpantypesSpanMapperTestSpanDTOResourceAnyOf = {
-	[key: string]: unknown;
-};
-
-/**
- * @nullable
- */
-export type SpantypesSpanMapperTestSpanDTOResource =
-	SpantypesSpanMapperTestSpanDTOResourceAnyOf | null;
-
-export interface SpantypesSpanMapperTestSpanDTO {
-	/**
-	 * @type object,null
-	 */
-	attributes?: SpantypesSpanMapperTestSpanDTOAttributes;
-	/**
-	 * @type object,null
-	 */
-	resource?: SpantypesSpanMapperTestSpanDTOResource;
-}
-
-export interface SpantypesGettableSpanMapperTestDTO {
-	/**
-	 * @type array,null
-	 */
-	collectorLogs?: string[] | null;
-	/**
-	 * @type array,null
-	 */
-	spans?: SpantypesSpanMapperTestSpanDTO[] | null;
-}
-
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -8567,33 +8749,6 @@ export interface SpantypesPostableSpanMapperGroupDTO {
 	name: string;
 }
 
-export interface SpantypesPostableSpanMapperTestGroupDTO {
-	condition: SpantypesSpanMapperGroupConditionDTO | null;
-	/**
-	 * @type boolean
-	 */
-	enabled?: boolean;
-	/**
-	 * @type array,null
-	 */
-	mappers?: SpantypesPostableSpanMapperDTO[] | null;
-	/**
-	 * @type string
-	 */
-	name: string;
-}
-
-export interface SpantypesPostableSpanMapperTestDTO {
-	/**
-	 * @type array,null
-	 */
-	groups: SpantypesPostableSpanMapperTestGroupDTO[] | null;
-	/**
-	 * @type array,null
-	 */
-	spans: SpantypesSpanMapperTestSpanDTO[] | null;
-}
-
 export interface SpantypesSpanAggregationDTO {
 	aggregation: SpantypesSpanAggregationTypeDTO;
 	field: TelemetrytypesTelemetryFieldKeyDTO;
@@ -9975,14 +10130,6 @@ export type UpdateSpanMapperPathParameters = {
 	groupId: string;
 	mapperId: string;
 };
-export type TestSpanMappers200 = {
-	data: SpantypesGettableSpanMapperTestDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type GetStats200Data = { [key: string]: unknown };
 
 export type GetStats200 = {
@@ -10394,6 +10541,102 @@ 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

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

@@ -30,10 +30,8 @@ import type {
 	RenderErrorResponseDTO,
 	SpantypesPostableSpanMapperDTO,
 	SpantypesPostableSpanMapperGroupDTO,
-	SpantypesPostableSpanMapperTestDTO,
 	SpantypesUpdatableSpanMapperDTO,
 	SpantypesUpdatableSpanMapperGroupDTO,
-	TestSpanMappers200,
 	UpdateSpanMapperGroupPathParameters,
 	UpdateSpanMapperPathParameters,
 } from '../sigNoz.schemas';
@@ -782,86 +780,3 @@ export const useUpdateSpanMapper = <
 > => {
 	return useMutation(getUpdateSpanMapperMutationOptions(options));
 };
-/**
- * Tests how span mappers would transform sample spans
- * @summary Test span mappers against sample spans
- */
-export const testSpanMappers = (
-	spantypesPostableSpanMapperTestDTO?: BodyType<SpantypesPostableSpanMapperTestDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<TestSpanMappers200>({
-		url: `/api/v1/span_mapper_groups/test`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: spantypesPostableSpanMapperTestDTO,
-		signal,
-	});
-};
-
-export const getTestSpanMappersMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof testSpanMappers>>,
-		TError,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof testSpanMappers>>,
-	TError,
-	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-	TContext
-> => {
-	const mutationKey = ['testSpanMappers'];
-	const { mutation: mutationOptions } = options
-		? options.mutation &&
-			'mutationKey' in options.mutation &&
-			options.mutation.mutationKey
-			? options
-			: { ...options, mutation: { ...options.mutation, mutationKey } }
-		: { mutation: { mutationKey } };
-
-	const mutationFn: MutationFunction<
-		Awaited<ReturnType<typeof testSpanMappers>>,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> }
-	> = (props) => {
-		const { data } = props ?? {};
-
-		return testSpanMappers(data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type TestSpanMappersMutationResult = NonNullable<
-	Awaited<ReturnType<typeof testSpanMappers>>
->;
-export type TestSpanMappersMutationBody =
-	| BodyType<SpantypesPostableSpanMapperTestDTO>
-	| undefined;
-export type TestSpanMappersMutationError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Test span mappers against sample spans
- */
-export const useTestSpanMappers = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof testSpanMappers>>,
-		TError,
-		{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof testSpanMappers>>,
-	TError,
-	{ data?: BodyType<SpantypesPostableSpanMapperTestDTO> },
-	TContext
-> => {
-	return useMutation(getTestSpanMappersMutationOptions(options));
-};

frontend/src/styles.scss

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

go.mod

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

go.sum

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

pkg/apiserver/signozapiserver/inframonitoring.go

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

pkg/apiserver/signozapiserver/metricreductionrule.go

@@ -0,0 +1,156 @@
+package signozapiserver
+
+import (
+	"net/http"
+
+	"github.com/SigNoz/signoz/pkg/http/handler"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/gorilla/mux"
+)
+
+func (provider *provider) addMetricReductionRuleRoutes(router *mux.Router) error {
+	if err := router.Handle("/api/v2/metric_reduction_rules", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.metricReductionRuleHandler.List),
+		handler.OpenAPIDef{
+			ID:                  "ListMetricReductionRules",
+			Tags:                []string{"metrics"},
+			Summary:             "List metric reduction rules",
+			Description:         "Returns active metric volume-control (label reduction) rules.",
+			RequestQuery:        new(metricreductionruletypes.ListReductionRulesParams),
+			Response:            new(metricreductionruletypes.GettableReductionRules),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusUnauthorized, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules", handler.New(
+		provider.authzMiddleware.AdminAccess(provider.metricReductionRuleHandler.Create),
+		handler.OpenAPIDef{
+			ID:                  "CreateMetricReductionRule",
+			Tags:                []string{"metrics"},
+			Summary:             "Create a metric reduction rule",
+			Description:         "Creates a volume-control rule for a metric and returns it with its id; fails if the metric already has a rule.",
+			Request:             new(metricreductionruletypes.PostableReductionRule),
+			RequestContentType:  "application/json",
+			Response:            new(metricreductionruletypes.GettableReductionRule),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusCreated,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusUnauthorized, http.StatusForbidden, http.StatusConflict, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleAdmin),
+		},
+	)).Methods(http.MethodPost).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/stats", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.metricReductionRuleHandler.Stats),
+		handler.OpenAPIDef{
+			ID:                  "GetMetricReductionRuleStats",
+			Tags:                []string{"metrics"},
+			Summary:             "Metric reduction stats",
+			Description:         "Returns total ingested vs retained series and the estimated monthly savings across all volume-control rules.",
+			Response:            new(metricreductionruletypes.GettableReductionRuleStats),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusUnauthorized, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/timeseries", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.metricReductionRuleHandler.Timeseries),
+		handler.OpenAPIDef{
+			ID:                  "GetMetricReductionRuleTimeseries",
+			Tags:                []string{"metrics"},
+			Summary:             "Metric reduction volume over time",
+			Description:         "Returns ingested vs retained series over time across all volume-control rules (hourly buckets), in the query-range time-series response shape.",
+			Response:            new(querybuildertypesv5.QueryRangeResponse),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusUnauthorized, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/preview", handler.New(
+		provider.authzMiddleware.AdminAccess(provider.metricReductionRuleHandler.Preview),
+		handler.OpenAPIDef{
+			ID:                  "PreviewMetricReductionRule",
+			Tags:                []string{"metrics"},
+			Summary:             "Preview a metric reduction rule",
+			Description:         "Estimates the series reduction and related-asset impact of a candidate volume-control rule without persisting it.",
+			Request:             new(metricreductionruletypes.PostableReductionRulePreview),
+			RequestContentType:  "application/json",
+			Response:            new(metricreductionruletypes.GettableReductionRulePreview),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusUnauthorized, http.StatusForbidden, http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleAdmin),
+		},
+	)).Methods(http.MethodPost).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/{id}", handler.New(
+		provider.authzMiddleware.ViewAccess(provider.metricReductionRuleHandler.GetByID),
+		handler.OpenAPIDef{
+			ID:                  "GetMetricReductionRuleByID",
+			Tags:                []string{"metrics"},
+			Summary:             "Get a metric reduction rule by id",
+			Description:         "Returns a single volume-control rule by its id.",
+			Response:            new(metricreductionruletypes.GettableReductionRule),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusUnauthorized, http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+		},
+	)).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/{id}", handler.New(
+		provider.authzMiddleware.AdminAccess(provider.metricReductionRuleHandler.UpdateByID),
+		handler.OpenAPIDef{
+			ID:                  "UpdateMetricReductionRuleByID",
+			Tags:                []string{"metrics"},
+			Summary:             "Update a metric reduction rule by id",
+			Description:         "Updates the match type and labels of a volume-control rule by its id; the metric name is immutable.",
+			Request:             new(metricreductionruletypes.UpdatableReductionRule),
+			RequestContentType:  "application/json",
+			Response:            new(metricreductionruletypes.GettableReductionRule),
+			ResponseContentType: "application/json",
+			SuccessStatusCode:   http.StatusOK,
+			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusUnauthorized, http.StatusForbidden, http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:     newSecuritySchemes(types.RoleAdmin),
+		},
+	)).Methods(http.MethodPut).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v2/metric_reduction_rules/{id}", handler.New(
+		provider.authzMiddleware.AdminAccess(provider.metricReductionRuleHandler.DeleteByID),
+		handler.OpenAPIDef{
+			ID:                "DeleteMetricReductionRuleByID",
+			Tags:              []string{"metrics"},
+			Summary:           "Delete a metric reduction rule by id",
+			Description:       "Deletes a volume-control rule by its id.",
+			SuccessStatusCode: http.StatusNoContent,
+			ErrorStatusCodes:  []int{http.StatusUnauthorized, http.StatusForbidden, http.StatusNotFound, http.StatusNotImplemented, http.StatusUnavailableForLegalReasons, http.StatusInternalServerError},
+			SecuritySchemes:   newSecuritySchemes(types.RoleAdmin),
+		},
+	)).Methods(http.MethodDelete).GetError(); err != nil {
+		return err
+	}
+
+	return nil
+}

pkg/apiserver/signozapiserver/provider.go

@@ -18,6 +18,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/fields"
 	"github.com/SigNoz/signoz/pkg/modules/inframonitoring"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/preference"
@@ -39,39 +40,40 @@ import (
 )
 
 type provider struct {
-	config                  apiserver.Config
-	settings                factory.ScopedProviderSettings
-	router                  *mux.Router
-	authzMiddleware         *middleware.AuthZ
-	authzService            authz.AuthZ
-	orgHandler              organization.Handler
-	userHandler             user.Handler
-	sessionHandler          session.Handler
-	authDomainHandler       authdomain.Handler
-	preferenceHandler       preference.Handler
-	globalHandler           global.Handler
-	promoteHandler          promote.Handler
-	flaggerHandler          flagger.Handler
-	dashboardModule         dashboard.Module
-	dashboardHandler        dashboard.Handler
-	metricsExplorerHandler  metricsexplorer.Handler
-	infraMonitoringHandler  inframonitoring.Handler
-	gatewayHandler          gateway.Handler
-	fieldsHandler           fields.Handler
-	authzHandler            authz.Handler
-	rawDataExportHandler    rawdataexport.Handler
-	zeusHandler             zeus.Handler
-	querierHandler          querier.Handler
-	serviceAccountHandler   serviceaccount.Handler
-	factoryHandler          factory.Handler
-	cloudIntegrationHandler cloudintegration.Handler
-	ruleStateHistoryHandler rulestatehistory.Handler
-	spanMapperHandler       spanmapper.Handler
-	alertmanagerHandler     alertmanager.Handler
-	traceDetailHandler      tracedetail.Handler
-	rulerHandler            ruler.Handler
-	llmPricingRuleHandler   llmpricingrule.Handler
-	statsHandler            statsreporter.Handler
+	config                     apiserver.Config
+	settings                   factory.ScopedProviderSettings
+	router                     *mux.Router
+	authzMiddleware            *middleware.AuthZ
+	authzService               authz.AuthZ
+	orgHandler                 organization.Handler
+	userHandler                user.Handler
+	sessionHandler             session.Handler
+	authDomainHandler          authdomain.Handler
+	preferenceHandler          preference.Handler
+	globalHandler              global.Handler
+	promoteHandler             promote.Handler
+	flaggerHandler             flagger.Handler
+	dashboardModule            dashboard.Module
+	dashboardHandler           dashboard.Handler
+	metricsExplorerHandler     metricsexplorer.Handler
+	metricReductionRuleHandler metricreductionrule.Handler
+	infraMonitoringHandler     inframonitoring.Handler
+	gatewayHandler             gateway.Handler
+	fieldsHandler              fields.Handler
+	authzHandler               authz.Handler
+	rawDataExportHandler       rawdataexport.Handler
+	zeusHandler                zeus.Handler
+	querierHandler             querier.Handler
+	serviceAccountHandler      serviceaccount.Handler
+	factoryHandler             factory.Handler
+	cloudIntegrationHandler    cloudintegration.Handler
+	ruleStateHistoryHandler    rulestatehistory.Handler
+	spanMapperHandler          spanmapper.Handler
+	alertmanagerHandler        alertmanager.Handler
+	traceDetailHandler         tracedetail.Handler
+	rulerHandler               ruler.Handler
+	llmPricingRuleHandler      llmpricingrule.Handler
+	statsHandler               statsreporter.Handler
 }
 
 func NewFactory(
@@ -88,6 +90,7 @@ func NewFactory(
 	dashboardModule dashboard.Module,
 	dashboardHandler dashboard.Handler,
 	metricsExplorerHandler metricsexplorer.Handler,
+	metricReductionRuleHandler metricreductionrule.Handler,
 	infraMonitoringHandler inframonitoring.Handler,
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
@@ -124,6 +127,7 @@ func NewFactory(
 			dashboardModule,
 			dashboardHandler,
 			metricsExplorerHandler,
+			metricReductionRuleHandler,
 			infraMonitoringHandler,
 			gatewayHandler,
 			fieldsHandler,
@@ -162,6 +166,7 @@ func newProvider(
 	dashboardModule dashboard.Module,
 	dashboardHandler dashboard.Handler,
 	metricsExplorerHandler metricsexplorer.Handler,
+	metricReductionRuleHandler metricreductionrule.Handler,
 	infraMonitoringHandler inframonitoring.Handler,
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
@@ -184,38 +189,39 @@ func newProvider(
 	router := mux.NewRouter().UseEncodedPath()
 
 	provider := &provider{
-		config:                  config,
-		settings:                settings,
-		router:                  router,
-		orgHandler:              orgHandler,
-		userHandler:             userHandler,
-		authzService:            authzService,
-		sessionHandler:          sessionHandler,
-		authDomainHandler:       authDomainHandler,
-		preferenceHandler:       preferenceHandler,
-		globalHandler:           globalHandler,
-		promoteHandler:          promoteHandler,
-		flaggerHandler:          flaggerHandler,
-		dashboardModule:         dashboardModule,
-		dashboardHandler:        dashboardHandler,
-		metricsExplorerHandler:  metricsExplorerHandler,
-		infraMonitoringHandler:  infraMonitoringHandler,
-		gatewayHandler:          gatewayHandler,
-		fieldsHandler:           fieldsHandler,
-		authzHandler:            authzHandler,
-		rawDataExportHandler:    rawDataExportHandler,
-		zeusHandler:             zeusHandler,
-		querierHandler:          querierHandler,
-		serviceAccountHandler:   serviceAccountHandler,
-		factoryHandler:          factoryHandler,
-		cloudIntegrationHandler: cloudIntegrationHandler,
-		ruleStateHistoryHandler: ruleStateHistoryHandler,
-		spanMapperHandler:       spanMapperHandler,
-		alertmanagerHandler:     alertmanagerHandler,
-		traceDetailHandler:      traceDetailHandler,
-		rulerHandler:            rulerHandler,
-		llmPricingRuleHandler:   llmPricingRuleHandler,
-		statsHandler:            statsHandler,
+		config:                     config,
+		settings:                   settings,
+		router:                     router,
+		orgHandler:                 orgHandler,
+		userHandler:                userHandler,
+		authzService:               authzService,
+		sessionHandler:             sessionHandler,
+		authDomainHandler:          authDomainHandler,
+		preferenceHandler:          preferenceHandler,
+		globalHandler:              globalHandler,
+		promoteHandler:             promoteHandler,
+		flaggerHandler:             flaggerHandler,
+		dashboardModule:            dashboardModule,
+		dashboardHandler:           dashboardHandler,
+		metricsExplorerHandler:     metricsExplorerHandler,
+		metricReductionRuleHandler: metricReductionRuleHandler,
+		infraMonitoringHandler:     infraMonitoringHandler,
+		gatewayHandler:             gatewayHandler,
+		fieldsHandler:              fieldsHandler,
+		authzHandler:               authzHandler,
+		rawDataExportHandler:       rawDataExportHandler,
+		zeusHandler:                zeusHandler,
+		querierHandler:             querierHandler,
+		serviceAccountHandler:      serviceAccountHandler,
+		factoryHandler:             factoryHandler,
+		cloudIntegrationHandler:    cloudIntegrationHandler,
+		ruleStateHistoryHandler:    ruleStateHistoryHandler,
+		spanMapperHandler:          spanMapperHandler,
+		alertmanagerHandler:        alertmanagerHandler,
+		traceDetailHandler:         traceDetailHandler,
+		rulerHandler:               rulerHandler,
+		llmPricingRuleHandler:      llmPricingRuleHandler,
+		statsHandler:               statsHandler,
 	}
 
 	provider.authzMiddleware = middleware.NewAuthZ(settings.Logger(), orgGetter, authzService)
@@ -272,6 +278,10 @@ func (provider *provider) AddToRouter(router *mux.Router) error {
 		return err
 	}
 
+	if err := provider.addMetricReductionRuleRoutes(router); err != nil {
+		return err
+	}
+
 	if err := provider.addInfraMonitoringRoutes(router); err != nil {
 		return err
 	}

pkg/apiserver/signozapiserver/spanmapper.go

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

pkg/modules/inframonitoring/implinframonitoring/helpers.go

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

pkg/modules/inframonitoring/implinframonitoring/module.go

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

pkg/modules/llmpricingrule/impllmpricingrule/module.go

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

pkg/modules/metricreductionrule/implmetricreductionrule/handler.go

@@ -0,0 +1,198 @@
+package implmetricreductionrule
+
+import (
+	"net/http"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/http/binding"
+	"github.com/SigNoz/signoz/pkg/http/render"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+	"github.com/gorilla/mux"
+)
+
+type handler struct {
+	module metricreductionrule.Module
+}
+
+func NewHandler(module metricreductionrule.Module) metricreductionrule.Handler {
+	return &handler{module: module}
+}
+
+func idFromPath(r *http.Request) (valuer.UUID, error) {
+	id, err := valuer.NewUUID(mux.Vars(r)["id"])
+	if err != nil {
+		return valuer.UUID{}, errors.NewInvalidInputf(errors.CodeInvalidInput, "id must be a valid uuid")
+	}
+	return id, nil
+}
+
+func (h *handler) List(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	var params metricreductionruletypes.ListReductionRulesParams
+	if err := binding.Query.BindQuery(r.URL.Query(), &params); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.List(r.Context(), valuer.MustNewUUID(claims.OrgID), &params)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) Preview(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	var in metricreductionruletypes.PostableReductionRulePreview
+	if err := binding.JSON.BindBody(r.Body, &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.Preview(r.Context(), valuer.MustNewUUID(claims.OrgID), &in)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) Stats(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.Stats(r.Context(), valuer.MustNewUUID(claims.OrgID))
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) Timeseries(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.Timeseries(r.Context(), valuer.MustNewUUID(claims.OrgID))
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) Create(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	var in metricreductionruletypes.PostableReductionRule
+	if err := binding.JSON.BindBody(r.Body, &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+	out, err := h.module.Create(r.Context(), valuer.MustNewUUID(claims.OrgID), claims.Email, &in)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusCreated, out)
+}
+
+func (h *handler) GetByID(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := idFromPath(r)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.GetByID(r.Context(), valuer.MustNewUUID(claims.OrgID), id)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) UpdateByID(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := idFromPath(r)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	var in metricreductionruletypes.UpdatableReductionRule
+	if err := binding.JSON.BindBody(r.Body, &in); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	out, err := h.module.UpdateByID(r.Context(), valuer.MustNewUUID(claims.OrgID), claims.Email, id, &in)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusOK, out)
+}
+
+func (h *handler) DeleteByID(rw http.ResponseWriter, r *http.Request) {
+	claims, err := authtypes.ClaimsFromContext(r.Context())
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	id, err := idFromPath(r)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	if err := h.module.DeleteByID(r.Context(), valuer.MustNewUUID(claims.OrgID), id); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	render.Success(rw, http.StatusNoContent, nil)
+}

pkg/modules/metricreductionrule/implmetricreductionrule/module.go

@@ -0,0 +1,52 @@
+package implmetricreductionrule
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type module struct{}
+
+func NewModule() metricreductionrule.Module {
+	return &module{}
+}
+
+var errUnsupported = errors.New(errors.TypeUnsupported, metricreductionruletypes.ErrCodeMetricReductionRuleUnsupported,
+	"metric volume control is an enterprise feature")
+
+func (m *module) List(_ context.Context, _ valuer.UUID, _ *metricreductionruletypes.ListReductionRulesParams) (*metricreductionruletypes.GettableReductionRules, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) Create(_ context.Context, _ valuer.UUID, _ string, _ *metricreductionruletypes.PostableReductionRule) (*metricreductionruletypes.GettableReductionRule, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) GetByID(_ context.Context, _ valuer.UUID, _ valuer.UUID) (*metricreductionruletypes.GettableReductionRule, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) UpdateByID(_ context.Context, _ valuer.UUID, _ string, _ valuer.UUID, _ *metricreductionruletypes.UpdatableReductionRule) (*metricreductionruletypes.GettableReductionRule, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) DeleteByID(_ context.Context, _ valuer.UUID, _ valuer.UUID) error {
+	return errUnsupported
+}
+
+func (m *module) Preview(_ context.Context, _ valuer.UUID, _ *metricreductionruletypes.PostableReductionRulePreview) (*metricreductionruletypes.GettableReductionRulePreview, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) Stats(_ context.Context, _ valuer.UUID) (*metricreductionruletypes.GettableReductionRuleStats, error) {
+	return nil, errUnsupported
+}
+
+func (m *module) Timeseries(_ context.Context, _ valuer.UUID) (*querybuildertypesv5.QueryRangeResponse, error) {
+	return nil, errUnsupported
+}

pkg/modules/metricreductionrule/metricreductionrule.go

@@ -0,0 +1,32 @@
+package metricreductionrule
+
+import (
+	"context"
+	"net/http"
+
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type Module interface {
+	List(ctx context.Context, orgID valuer.UUID, params *metricreductionruletypes.ListReductionRulesParams) (*metricreductionruletypes.GettableReductionRules, error)
+	Create(ctx context.Context, orgID valuer.UUID, userEmail string, req *metricreductionruletypes.PostableReductionRule) (*metricreductionruletypes.GettableReductionRule, error)
+	GetByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*metricreductionruletypes.GettableReductionRule, error)
+	UpdateByID(ctx context.Context, orgID valuer.UUID, userEmail string, id valuer.UUID, req *metricreductionruletypes.UpdatableReductionRule) (*metricreductionruletypes.GettableReductionRule, error)
+	DeleteByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error
+	Preview(ctx context.Context, orgID valuer.UUID, req *metricreductionruletypes.PostableReductionRulePreview) (*metricreductionruletypes.GettableReductionRulePreview, error)
+	Stats(ctx context.Context, orgID valuer.UUID) (*metricreductionruletypes.GettableReductionRuleStats, error)
+	Timeseries(ctx context.Context, orgID valuer.UUID) (*querybuildertypesv5.QueryRangeResponse, error)
+}
+
+type Handler interface {
+	List(rw http.ResponseWriter, r *http.Request)
+	Create(rw http.ResponseWriter, r *http.Request)
+	GetByID(rw http.ResponseWriter, r *http.Request)
+	UpdateByID(rw http.ResponseWriter, r *http.Request)
+	DeleteByID(rw http.ResponseWriter, r *http.Request)
+	Preview(rw http.ResponseWriter, r *http.Request)
+	Stats(rw http.ResponseWriter, r *http.Request)
+	Timeseries(rw http.ResponseWriter, r *http.Request)
+}

pkg/modules/spanmapper/implspanmapper/handler.go

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

pkg/modules/spanmapper/implspanmapper/module.go

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

pkg/modules/spanmapper/spanmapper.go

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

pkg/query-service/app/server.go

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

pkg/signoz/handler.go

@@ -24,6 +24,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/inframonitoring/implinframonitoring"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule/impllmpricingrule"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule/implmetricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer/implmetricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/quickfilter"
@@ -64,6 +66,7 @@ type Handlers struct {
 	SpanPercentile          spanpercentile.Handler
 	Services                services.Handler
 	MetricsExplorer         metricsexplorer.Handler
+	MetricReductionRule     metricreductionrule.Handler
 	InfraMonitoring         inframonitoring.Handler
 	Global                  global.Handler
 	FlaggerHandler          flagger.Handler
@@ -110,6 +113,7 @@ func NewHandlers(
 		RawDataExport:           implrawdataexport.NewHandler(modules.RawDataExport),
 		Services:                implservices.NewHandler(modules.Services),
 		MetricsExplorer:         implmetricsexplorer.NewHandler(modules.MetricsExplorer),
+		MetricReductionRule:     implmetricreductionrule.NewHandler(modules.MetricReductionRule),
 		InfraMonitoring:         implinframonitoring.NewHandler(modules.InfraMonitoring),
 		SpanPercentile:          implspanpercentile.NewHandler(modules.SpanPercentile),
 		Global:                  signozglobal.NewHandler(global),

pkg/signoz/handler_test.go

@@ -59,7 +59,7 @@ func TestNewHandlers(t *testing.T) {
 	userGetter := impluser.NewGetter(impluser.NewStore(sqlstore, providerSettings), userRoleStore, flagger)
 
 	retentionGetter := implretention.NewGetter(implretention.NewStore(sqlstore))
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter, userRoleStore, nil, nil, retentionGetter, flagger, tagModule)
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter, userRoleStore, nil, nil, retentionGetter, flagger, tagModule, nil)
 
 	querierHandler := querier.NewHandler(providerSettings, nil, nil)
 	registryHandler := factory.NewHandler(nil)

pkg/signoz/module.go

@@ -21,6 +21,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule/impllmpricingrule"
 	"github.com/SigNoz/signoz/pkg/modules/logspipeline"
 	"github.com/SigNoz/signoz/pkg/modules/logspipeline/impllogspipeline"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer/implmetricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
@@ -66,33 +67,34 @@ import (
 )
 
 type Modules struct {
-	OrgGetter        organization.Getter
-	OrgSetter        organization.Setter
-	Preference       preference.Module
-	UserSetter       user.Setter
-	UserGetter       user.Getter
-	RetentionGetter  retention.Getter
-	SavedView        savedview.Module
-	Apdex            apdex.Module
-	Dashboard        dashboard.Module
-	QuickFilter      quickfilter.Module
-	TraceFunnel      tracefunnel.Module
-	RawDataExport    rawdataexport.Module
-	AuthDomain       authdomain.Module
-	Session          session.Module
-	Services         services.Module
-	SpanPercentile   spanpercentile.Module
-	MetricsExplorer  metricsexplorer.Module
-	InfraMonitoring  inframonitoring.Module
-	Promote          promote.Module
-	ServiceAccount   serviceaccount.Module
-	CloudIntegration cloudintegration.Module
-	LogsPipeline     logspipeline.Module
-	RuleStateHistory rulestatehistory.Module
-	TraceDetail      tracedetail.Module
-	SpanMapper       spanmapper.Module
-	LLMPricingRule   llmpricingrule.Module
-	Tag              tag.Module
+	OrgGetter           organization.Getter
+	OrgSetter           organization.Setter
+	Preference          preference.Module
+	UserSetter          user.Setter
+	UserGetter          user.Getter
+	RetentionGetter     retention.Getter
+	SavedView           savedview.Module
+	Apdex               apdex.Module
+	Dashboard           dashboard.Module
+	QuickFilter         quickfilter.Module
+	TraceFunnel         tracefunnel.Module
+	RawDataExport       rawdataexport.Module
+	AuthDomain          authdomain.Module
+	Session             session.Module
+	Services            services.Module
+	SpanPercentile      spanpercentile.Module
+	MetricsExplorer     metricsexplorer.Module
+	MetricReductionRule metricreductionrule.Module
+	InfraMonitoring     inframonitoring.Module
+	Promote             promote.Module
+	ServiceAccount      serviceaccount.Module
+	CloudIntegration    cloudintegration.Module
+	LogsPipeline        logspipeline.Module
+	RuleStateHistory    rulestatehistory.Module
+	TraceDetail         tracedetail.Module
+	SpanMapper          spanmapper.Module
+	LLMPricingRule      llmpricingrule.Module
+	Tag                 tag.Module
 }
 
 func NewModules(
@@ -119,6 +121,7 @@ func NewModules(
 	retentionGetter retention.Getter,
 	fl flagger.Flagger,
 	tagModule tag.Module,
+	metricReductionRule metricreductionrule.Module,
 ) Modules {
 	quickfilter := implquickfilter.NewModule(implquickfilter.NewStore(sqlstore))
 	orgSetter := implorganization.NewSetter(implorganization.NewStore(sqlstore), alertmanager, quickfilter)
@@ -130,32 +133,33 @@ func NewModules(
 	ruleStore := sqlrulestore.NewRuleStore(sqlstore, queryParser, providerSettings)
 
 	return Modules{
-		OrgGetter:        orgGetter,
-		OrgSetter:        orgSetter,
-		Preference:       implpreference.NewModule(implpreference.NewStore(sqlstore), preferencetypes.NewAvailablePreference()),
-		SavedView:        implsavedview.NewModule(sqlstore),
-		Apdex:            implapdex.NewModule(sqlstore),
-		Dashboard:        dashboard,
-		UserSetter:       userSetter,
-		UserGetter:       userGetter,
-		RetentionGetter:  retentionGetter,
-		QuickFilter:      quickfilter,
-		TraceFunnel:      impltracefunnel.NewModule(impltracefunnel.NewStore(sqlstore)),
-		RawDataExport:    implrawdataexport.NewModule(querier),
-		AuthDomain:       implauthdomain.NewModule(implauthdomain.NewStore(sqlstore), authNs),
-		Session:          implsession.NewModule(providerSettings, authNs, userSetter, userGetter, implauthdomain.NewModule(implauthdomain.NewStore(sqlstore), authNs), tokenizer, orgGetter),
-		SpanPercentile:   implspanpercentile.NewModule(querier, providerSettings),
-		Services:         implservices.NewModule(querier, telemetryStore),
-		MetricsExplorer:  implmetricsexplorer.NewModule(telemetryStore, telemetryMetadataStore, cache, ruleStore, dashboard, providerSettings, config.MetricsExplorer),
-		InfraMonitoring:  implinframonitoring.NewModule(telemetryStore, telemetryMetadataStore, querier, providerSettings, config.InfraMonitoring),
-		Promote:          implpromote.NewModule(telemetryMetadataStore, telemetryStore),
-		ServiceAccount:   serviceAccount,
-		LogsPipeline:     impllogspipeline.NewModule(sqlstore),
-		RuleStateHistory: implrulestatehistory.NewModule(implrulestatehistory.NewStore(telemetryStore, telemetryMetadataStore, providerSettings.Logger)),
-		CloudIntegration: cloudIntegrationModule,
-		TraceDetail:      impltracedetail.NewModule(impltracedetail.NewTraceStore(telemetryStore), providerSettings, config.TraceDetail),
-		SpanMapper:       implspanmapper.NewModule(implspanmapper.NewStore(sqlstore), fl),
-		LLMPricingRule:   impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore), fl),
-		Tag:              tagModule,
+		OrgGetter:           orgGetter,
+		OrgSetter:           orgSetter,
+		Preference:          implpreference.NewModule(implpreference.NewStore(sqlstore), preferencetypes.NewAvailablePreference()),
+		SavedView:           implsavedview.NewModule(sqlstore),
+		Apdex:               implapdex.NewModule(sqlstore),
+		Dashboard:           dashboard,
+		UserSetter:          userSetter,
+		UserGetter:          userGetter,
+		RetentionGetter:     retentionGetter,
+		QuickFilter:         quickfilter,
+		TraceFunnel:         impltracefunnel.NewModule(impltracefunnel.NewStore(sqlstore)),
+		RawDataExport:       implrawdataexport.NewModule(querier),
+		AuthDomain:          implauthdomain.NewModule(implauthdomain.NewStore(sqlstore), authNs),
+		Session:             implsession.NewModule(providerSettings, authNs, userSetter, userGetter, implauthdomain.NewModule(implauthdomain.NewStore(sqlstore), authNs), tokenizer, orgGetter),
+		SpanPercentile:      implspanpercentile.NewModule(querier, providerSettings),
+		Services:            implservices.NewModule(querier, telemetryStore),
+		MetricsExplorer:     implmetricsexplorer.NewModule(telemetryStore, telemetryMetadataStore, cache, ruleStore, dashboard, providerSettings, config.MetricsExplorer),
+		MetricReductionRule: metricReductionRule,
+		InfraMonitoring:     implinframonitoring.NewModule(telemetryStore, telemetryMetadataStore, querier, providerSettings, config.InfraMonitoring),
+		Promote:             implpromote.NewModule(telemetryMetadataStore, telemetryStore),
+		ServiceAccount:      serviceAccount,
+		LogsPipeline:        impllogspipeline.NewModule(sqlstore),
+		RuleStateHistory:    implrulestatehistory.NewModule(implrulestatehistory.NewStore(telemetryStore, telemetryMetadataStore, providerSettings.Logger)),
+		CloudIntegration:    cloudIntegrationModule,
+		TraceDetail:         impltracedetail.NewModule(impltracedetail.NewTraceStore(telemetryStore), providerSettings, config.TraceDetail),
+		SpanMapper:          implspanmapper.NewModule(implspanmapper.NewStore(sqlstore)),
+		LLMPricingRule:      impllmpricingrule.NewModule(impllmpricingrule.NewStore(sqlstore)),
+		Tag:                 tagModule,
 	}
 }

pkg/signoz/module_test.go

@@ -16,6 +16,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration/implcloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard/impldashboard"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule/implmetricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization/implorganization"
 	"github.com/SigNoz/signoz/pkg/modules/retention/implretention"
 	"github.com/SigNoz/signoz/pkg/modules/serviceaccount"
@@ -63,7 +64,7 @@ func TestNewModules(t *testing.T) {
 
 	retentionGetter := implretention.NewGetter(implretention.NewStore(sqlstore))
 
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter, userRoleStore, serviceAccount, implcloudintegration.NewModule(), retentionGetter, flagger, tagModule)
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, nil, nil, nil, nil, nil, nil, nil, queryParser, Config{}, dashboardModule, userGetter, userRoleStore, serviceAccount, implcloudintegration.NewModule(), retentionGetter, flagger, tagModule, implmetricreductionrule.NewModule())
 
 	reflectVal := reflect.ValueOf(modules)
 	for i := 0; i < reflectVal.NumField(); i++ {

pkg/signoz/openapi.go

@@ -23,6 +23,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/fields"
 	"github.com/SigNoz/signoz/pkg/modules/inframonitoring"
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/metricsexplorer"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/preference"
@@ -68,6 +69,7 @@ func NewOpenAPI(ctx context.Context, instrumentation instrumentation.Instrumenta
 		struct{ dashboard.Module }{},
 		struct{ dashboard.Handler }{},
 		struct{ metricsexplorer.Handler }{},
+		struct{ metricreductionrule.Handler }{},
 		struct{ inframonitoring.Handler }{},
 		struct{ gateway.Handler }{},
 		struct{ fields.Handler }{},

pkg/signoz/provider.go

@@ -215,6 +215,7 @@ func NewSQLMigrationProviderFactories(
 		sqlmigration.NewRecreateUserDashboardPreferenceFactory(sqlstore, sqlschema),
 		sqlmigration.NewMigrateRecurrenceBoundsFactory(sqlstore),
 		sqlmigration.NewAddDashboardViewFactory(sqlstore, sqlschema),
+		sqlmigration.NewAddMetricReductionRulesFactory(sqlstore, sqlschema),
 	)
 }
 
@@ -295,6 +296,7 @@ func NewAPIServerProviderFactories(orgGetter organization.Getter, authz authz.Au
 			modules.Dashboard,
 			handlers.Dashboard,
 			handlers.MetricsExplorer,
+			handlers.MetricReductionRule,
 			handlers.InfraMonitoring,
 			handlers.GatewayHandler,
 			handlers.Fields,

pkg/signoz/signoz.go

@@ -26,6 +26,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/meterreporter"
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
+	"github.com/SigNoz/signoz/pkg/modules/metricreductionrule"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
 	"github.com/SigNoz/signoz/pkg/modules/organization/implorganization"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
@@ -114,6 +115,7 @@ func New(
 	meterReporterProviderFactories func(context.Context, factory.ProviderSettings, flagger.Flagger, licensing.Licensing, telemetrystore.TelemetryStore, retention.Getter, organization.Getter, zeus.Zeus) (factory.NamedMap[factory.ProviderFactory[meterreporter.Reporter, meterreporter.Config]], string),
 	querierHandlerCallback func(factory.ProviderSettings, querier.Querier, analytics.Analytics) querier.Handler,
 	cloudIntegrationCallback func(sqlstore.SQLStore, dashboard.Module, global.Global, zeus.Zeus, gateway.Gateway, licensing.Licensing, serviceaccount.Module, cloudintegration.Config) (cloudintegration.Module, error),
+	metricReductionRuleModuleCallback func(sqlstore.SQLStore, telemetrystore.TelemetryStore, dashboard.Module, queryparser.QueryParser, licensing.Licensing, flagger.Flagger, telemetrytypes.MetadataStore, factory.ProviderSettings, int) metricreductionrule.Module,
 	rulerProviderFactories func(cache.Cache, alertmanager.Alertmanager, sqlstore.SQLStore, telemetrystore.TelemetryStore, telemetrytypes.MetadataStore, prometheus.Prometheus, organization.Getter, rulestatehistory.Module, querier.Querier, queryparser.QueryParser) factory.NamedMap[factory.ProviderFactory[ruler.Ruler, ruler.Config]],
 ) (*SigNoz, error) {
 	// Initialize instrumentation
@@ -464,8 +466,10 @@ func New(
 		return nil, err
 	}
 
+	metricReductionRuleModule := metricReductionRuleModuleCallback(sqlstore, telemetrystore, dashboard, queryParser, licensing, flagger, telemetryMetadataStore, providerSettings, config.MetricsExplorer.TelemetryStore.Threads)
+
 	// Initialize all modules
-	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, analytics, querier, telemetrystore, telemetryMetadataStore, authNs, authz, cache, queryParser, config, dashboard, userGetter, userRoleStore, serviceAccount, cloudIntegrationModule, retentionGetter, flagger, tagModule)
+	modules := NewModules(sqlstore, tokenizer, emailing, providerSettings, orgGetter, alertmanager, analytics, querier, telemetrystore, telemetryMetadataStore, authNs, authz, cache, queryParser, config, dashboard, userGetter, userRoleStore, serviceAccount, cloudIntegrationModule, retentionGetter, flagger, tagModule, metricReductionRuleModule)
 
 	// Initialize ruler from the variant-specific provider factories
 	rulerInstance, err := factory.NewProviderFromNamedMap(ctx, providerSettings, config.Ruler, rulerProviderFactories(cache, alertmanager, sqlstore, telemetrystore, telemetryMetadataStore, prometheus, orgGetter, modules.RuleStateHistory, querier, queryParser), "signoz")

pkg/sqlmigration/096_add_metric_reduction_rules.go

@@ -0,0 +1,90 @@
+package sqlmigration
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/sqlschema"
+	"github.com/SigNoz/signoz/pkg/sqlstore"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/migrate"
+)
+
+type addMetricReductionRules struct {
+	sqlschema sqlschema.SQLSchema
+	sqlstore  sqlstore.SQLStore
+}
+
+func NewAddMetricReductionRulesFactory(sqlstore sqlstore.SQLStore, sqlschema sqlschema.SQLSchema) factory.ProviderFactory[SQLMigration, Config] {
+	return factory.NewProviderFactory(factory.MustNewName("add_metric_reduction_rule"), func(_ context.Context, _ factory.ProviderSettings, _ Config) (SQLMigration, error) {
+		return &addMetricReductionRules{
+			sqlschema: sqlschema,
+			sqlstore:  sqlstore,
+		}, nil
+	})
+}
+
+func (migration *addMetricReductionRules) Register(migrations *migrate.Migrations) error {
+	if err := migrations.Register(migration.Up, migration.Down); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (migration *addMetricReductionRules) Up(ctx context.Context, db *bun.DB) error {
+	tx, err := db.BeginTx(ctx, nil)
+	if err != nil {
+		return err
+	}
+
+	defer func() {
+		_ = tx.Rollback()
+	}()
+
+	sqls := [][]byte{}
+
+	tableSQLs := migration.sqlschema.Operator().CreateTable(&sqlschema.Table{
+		Name: "metric_reduction_rule",
+		Columns: []*sqlschema.Column{
+			{Name: "id", DataType: sqlschema.DataTypeText, Nullable: false},
+			{Name: "org_id", DataType: sqlschema.DataTypeText, Nullable: false},
+			{Name: "metric_name", DataType: sqlschema.DataTypeText, Nullable: false},
+			{Name: "match_type", DataType: sqlschema.DataTypeText, Nullable: false},
+			{Name: "labels", DataType: sqlschema.DataTypeText, Nullable: false, Default: "'[]'"},
+			{Name: "effective_from", DataType: sqlschema.DataTypeTimestamp, Nullable: false},
+			{Name: "created_at", DataType: sqlschema.DataTypeTimestamp, Nullable: false},
+			{Name: "updated_at", DataType: sqlschema.DataTypeTimestamp, Nullable: false},
+			{Name: "created_by", DataType: sqlschema.DataTypeText, Nullable: false},
+			{Name: "updated_by", DataType: sqlschema.DataTypeText, Nullable: false},
+		},
+		PrimaryKeyConstraint: &sqlschema.PrimaryKeyConstraint{
+			ColumnNames: []sqlschema.ColumnName{"id"},
+		},
+		ForeignKeyConstraints: []*sqlschema.ForeignKeyConstraint{
+			{
+				ReferencingColumnName: sqlschema.ColumnName("org_id"),
+				ReferencedTableName:   sqlschema.TableName("organizations"),
+				ReferencedColumnName:  sqlschema.ColumnName("id"),
+			},
+		},
+	})
+	sqls = append(sqls, tableSQLs...)
+
+	indexSQLs := migration.sqlschema.Operator().CreateIndex(&sqlschema.UniqueIndex{
+		TableName:   "metric_reduction_rule",
+		ColumnNames: []sqlschema.ColumnName{"org_id", "metric_name"},
+	})
+	sqls = append(sqls, indexSQLs...)
+
+	for _, sql := range sqls {
+		if _, err := tx.ExecContext(ctx, string(sql)); err != nil {
+			return err
+		}
+	}
+
+	return tx.Commit()
+}
+
+func (migration *addMetricReductionRules) Down(context.Context, *bun.DB) error {
+	return nil
+}

pkg/telemetrymetrics/tables.go

@@ -41,6 +41,8 @@ const (
 	SamplesV4ReducedSumTableName      = "distributed_samples_v4_reduced_sum_60s"
 	TimeseriesV4ReducedTableName      = "distributed_time_series_v4_reduced"
 	TimeseriesV4ReducedLocalTableName = "time_series_v4_reduced"
+
+	ReductionRulesTableName = "distributed_metric_reduction_rules"
 )
 
 var (

pkg/types/inframonitoringtypes/clusters.go

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

pkg/types/inframonitoringtypes/daemonsets.go

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

pkg/types/inframonitoringtypes/deployments.go

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

pkg/types/inframonitoringtypes/hosts.go

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

pkg/types/inframonitoringtypes/jobs.go

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

pkg/types/inframonitoringtypes/namespaces.go

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

pkg/types/inframonitoringtypes/nodes.go

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

pkg/types/inframonitoringtypes/pods.go

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

pkg/types/inframonitoringtypes/statefulsets.go

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

pkg/types/inframonitoringtypes/volumes.go

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

pkg/types/llmpricingruletypes/pricing.go

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

pkg/types/llmpricingruletypes/processorconfig.go

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

pkg/types/llmpricingruletypes/processorconfig_test.go

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

pkg/types/llmpricingruletypes/testdata/collector_baseline.yaml

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

pkg/types/llmpricingruletypes/testdata/collector_no_rules.yaml

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

pkg/types/llmpricingruletypes/testdata/collector_rule_cache_mode_unknown.yaml

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

pkg/types/llmpricingruletypes/testdata/collector_rule_without_cache.yaml

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

pkg/types/llmpricingruletypes/testdata/collector_with_rule.yaml

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

pkg/types/metricreductionruletypes/list.go

@@ -0,0 +1,59 @@
+package metricreductionruletypes
+
+import (
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type Order struct {
+	valuer.String
+}
+
+var (
+	OrderAsc  = Order{valuer.NewString("asc")}
+	OrderDesc = Order{valuer.NewString("desc")}
+)
+
+func (Order) Enum() []any {
+	return []any{OrderAsc, OrderDesc}
+}
+
+type ReductionRuleOrderBy struct {
+	valuer.String
+}
+
+var (
+	OrderByMetricName     = ReductionRuleOrderBy{valuer.NewString("metric")}
+	OrderByIngestedVolume = ReductionRuleOrderBy{valuer.NewString("ingested_volume")}
+	OrderByReducedVolume  = ReductionRuleOrderBy{valuer.NewString("reduced_volume")}
+	OrderByReduction      = ReductionRuleOrderBy{valuer.NewString("reduction")}
+	OrderByLastUpdated    = ReductionRuleOrderBy{valuer.NewString("last_updated")}
+)
+
+func (ReductionRuleOrderBy) Enum() []any {
+	return []any{OrderByMetricName, OrderByIngestedVolume, OrderByReducedVolume, OrderByReduction, OrderByLastUpdated}
+}
+
+type ListReductionRulesParams struct {
+	OrderBy    ReductionRuleOrderBy `query:"orderBy,default=reduction" json:"orderBy"`
+	Order      Order                `query:"order,default=desc" json:"order"`
+	Search     string               `query:"search" json:"search"`
+	MetricName string               `query:"metricName" json:"metricName,omitempty"`
+	Offset     int                  `query:"offset" json:"offset"`
+	Limit      int                  `query:"limit,default=10" json:"limit"`
+}
+
+const maxReductionRulesPageSize = 1000
+
+func (p *ListReductionRulesParams) Validate() error {
+	if p.Limit <= 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "limit must be greater than 0")
+	}
+	if p.Limit > maxReductionRulesPageSize {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "limit must not exceed %d", maxReductionRulesPageSize)
+	}
+	if p.Offset < 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "offset must not be negative")
+	}
+	return nil
+}

pkg/types/metricreductionruletypes/list_test.go

@@ -0,0 +1,24 @@
+package metricreductionruletypes_test
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/http/binding"
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestListReductionRulesParamsSortDefaults(t *testing.T) {
+	var params metricreductionruletypes.ListReductionRulesParams
+	require.NoError(t, binding.Query.BindQuery(map[string][]string{"limit": {"10"}}, &params))
+
+	assert.Equal(t, metricreductionruletypes.OrderByReduction, params.OrderBy, "orderBy defaults to reduction")
+	assert.Equal(t, metricreductionruletypes.OrderDesc, params.Order, "order defaults to desc")
+}
+
+func TestListReductionRulesParamsValidate(t *testing.T) {
+	require.Error(t, (&metricreductionruletypes.ListReductionRulesParams{Limit: 0}).Validate(), "limit must be set")
+	require.Error(t, (&metricreductionruletypes.ListReductionRulesParams{Limit: 10, Offset: -1}).Validate(), "offset must not be negative")
+	require.NoError(t, (&metricreductionruletypes.ListReductionRulesParams{Limit: 10}).Validate())
+}

pkg/types/metricreductionruletypes/preview.go

@@ -0,0 +1,68 @@
+package metricreductionruletypes
+
+import (
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type AssetType struct {
+	valuer.String
+}
+
+var (
+	AssetTypeDashboard = AssetType{valuer.NewString("dashboard")}
+	AssetTypeAlert     = AssetType{valuer.NewString("alert_rule")}
+)
+
+func (AssetType) Enum() []any {
+	return []any{AssetTypeDashboard, AssetTypeAlert}
+}
+
+type PostableReductionRulePreview struct {
+	MetricName string    `json:"metricName" required:"true"`
+	MatchType  MatchType `json:"matchType" required:"true"`
+	Labels     []string  `json:"labels" required:"true" nullable:"true"`
+	LookbackMs int64     `json:"lookbackMs,omitempty"`
+}
+
+func (req *PostableReductionRulePreview) Validate() error {
+	if req == nil {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "request is nil")
+	}
+	if req.MetricName == "" {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
+	}
+	if req.MatchType != MatchTypeDrop && req.MatchType != MatchTypeKeep {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput,
+			"matchType must be one of %q or %q", MatchTypeDrop.StringValue(), MatchTypeKeep.StringValue())
+	}
+	if len(req.Labels) == 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "labels must not be empty")
+	}
+	return nil
+}
+
+type AffectedWidget struct {
+	ID   string `json:"id" required:"true"`
+	Name string `json:"name" required:"true"`
+}
+
+type AffectedAsset struct {
+	Type           AssetType       `json:"type" required:"true"`
+	ID             string          `json:"id" required:"true"`
+	Name           string          `json:"name" required:"true"`
+	Widget         *AffectedWidget `json:"widget,omitempty"`
+	ImpactedLabels []string        `json:"impactedLabels" required:"true" nullable:"true"`
+}
+
+type GettableReductionRulePreview struct {
+	IngestedSeries        uint64          `json:"ingestedSeries" required:"true"`
+	CurrentRetainedSeries uint64          `json:"currentRetainedSeries" required:"true"`
+	RetainedSeries        uint64          `json:"retainedSeries" required:"true"`
+	ReductionPercent      float64         `json:"reductionPercent" required:"true"`
+	DroppedLabels         []string        `json:"droppedLabels" required:"true" nullable:"true"`
+	AffectedAssets        []AffectedAsset `json:"affectedAssets" required:"true" nullable:"true"`
+	EffectiveFrom         time.Time       `json:"effectiveFrom" required:"true"`
+}

pkg/types/metricreductionruletypes/reduction_rule.go

@@ -0,0 +1,168 @@
+package metricreductionruletypes
+
+import (
+	"database/sql/driver"
+	"encoding/json"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/valuer"
+	"github.com/uptrace/bun"
+)
+
+var (
+	ErrCodeMetricReductionRuleUnsupported           = errors.MustNewCode("metric_reduction_rule_unsupported")
+	ErrCodeMetricReductionRuleNotFound              = errors.MustNewCode("metric_reduction_rule_not_found")
+	ErrCodeMetricReductionRuleAlreadyExists         = errors.MustNewCode("metric_reduction_rule_already_exists")
+	ErrCodeMetricReductionRuleProtectedLabel        = errors.MustNewCode("metric_reduction_rule_protected_label")
+	ErrCodeMetricReductionRuleUnsupportedMetricType = errors.MustNewCode("metric_reduction_rule_unsupported_metric_type")
+)
+
+type MatchType struct {
+	valuer.String
+}
+
+var (
+	MatchTypeDrop = MatchType{valuer.NewString("drop")}
+	MatchTypeKeep = MatchType{valuer.NewString("keep")}
+)
+
+func (MatchType) Enum() []any {
+	return []any{MatchTypeDrop, MatchTypeKeep}
+}
+
+// LabelList is a []string persisted as a single JSON text column.
+type LabelList []string
+
+func (l LabelList) Value() (driver.Value, error) {
+	if l == nil {
+		return "[]", nil
+	}
+	b, err := json.Marshal(l)
+	if err != nil {
+		return nil, err
+	}
+	return string(b), nil
+}
+
+func (l *LabelList) Scan(src any) error {
+	var raw []byte
+	switch v := src.(type) {
+	case string:
+		raw = []byte(v)
+	case []byte:
+		raw = v
+	case nil:
+		*l = nil
+		return nil
+	default:
+		return errors.NewInternalf(errors.CodeInternal, "metricreductionruletypes: cannot scan %T into LabelList", src)
+	}
+	return json.Unmarshal(raw, l)
+}
+
+type ReductionRule struct {
+	bun.BaseModel `bun:"table:metric_reduction_rule" json:"-"`
+
+	types.Identifiable
+	types.TimeAuditable
+	types.UserAuditable
+
+	OrgID         valuer.UUID `bun:"org_id,type:text,notnull"`
+	MetricName    string      `bun:"metric_name,type:text,notnull"`
+	MatchType     MatchType   `bun:"match_type,type:text,notnull"`
+	Labels        LabelList   `bun:"labels,type:text,notnull,default:'[]'"`
+	EffectiveFrom time.Time   `bun:"effective_from,notnull"`
+}
+
+func NewReductionRule(orgID valuer.UUID, metricName string, matchType MatchType, labels []string, effectiveFrom time.Time, by string) *ReductionRule {
+	now := time.Now()
+	return &ReductionRule{
+		Identifiable:  types.Identifiable{ID: valuer.GenerateUUID()},
+		TimeAuditable: types.TimeAuditable{CreatedAt: now, UpdatedAt: now},
+		UserAuditable: types.UserAuditable{CreatedBy: by, UpdatedBy: by},
+		OrgID:         orgID,
+		MetricName:    metricName,
+		MatchType:     matchType,
+		Labels:        LabelList(labels),
+		EffectiveFrom: effectiveFrom,
+	}
+}
+
+type GettableReductionRule struct {
+	types.Identifiable
+	types.TimeAuditable
+	types.UserAuditable
+
+	MetricName       string    `json:"metricName" required:"true"`
+	MatchType        MatchType `json:"matchType" required:"true"`
+	Labels           []string  `json:"labels" required:"true" nullable:"true"`
+	EffectiveFrom    time.Time `json:"effectiveFrom" required:"true"`
+	Active           bool      `json:"active" required:"true"`
+	IngestedSeries   uint64    `json:"ingestedSeries" required:"true"`
+	RetainedSeries   uint64    `json:"retainedSeries" required:"true"`
+	ReductionPercent float64   `json:"reductionPercent" required:"true"`
+}
+
+type GettableReductionRules struct {
+	Rules []GettableReductionRule `json:"rules" required:"true" nullable:"true"`
+	Total int                     `json:"total" required:"true"`
+}
+
+type UpdatableReductionRule struct {
+	MatchType MatchType `json:"matchType" required:"true"`
+	Labels    []string  `json:"labels" required:"true" nullable:"true"`
+}
+
+type PostableReductionRule struct {
+	MetricName string `json:"metricName" required:"true"`
+	UpdatableReductionRule
+}
+
+var protectedLabels = map[string]struct{}{
+	"le":                     {},
+	"quantile":               {},
+	"__name__":               {},
+	"__temporality__":        {},
+	"deployment.environment": {},
+}
+
+// IsProtectedLabel reports whether a label is always retained regardless of a reduction rule.
+func IsProtectedLabel(label string) bool {
+	_, ok := protectedLabels[label]
+	return ok
+}
+
+func (req *UpdatableReductionRule) Validate() error {
+	if req == nil {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "request is nil")
+	}
+	if req.MatchType != MatchTypeDrop && req.MatchType != MatchTypeKeep {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput,
+			"matchType must be one of %q or %q", MatchTypeDrop.StringValue(), MatchTypeKeep.StringValue())
+	}
+	if len(req.Labels) == 0 {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput,
+			"labels must not be empty; to allow all attributes, delete the rule instead")
+	}
+	if req.MatchType == MatchTypeDrop {
+		for _, label := range req.Labels {
+			if IsProtectedLabel(label) {
+				return errors.Newf(errors.TypeInvalidInput, ErrCodeMetricReductionRuleProtectedLabel,
+					"label %q is protected and cannot be dropped", label)
+			}
+		}
+	}
+	return nil
+}
+
+func (req *PostableReductionRule) Validate() error {
+	if req == nil {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "request is nil")
+	}
+	if req.MetricName == "" {
+		return errors.NewInvalidInputf(errors.CodeInvalidInput, "metricName is required")
+	}
+	return req.UpdatableReductionRule.Validate()
+}

pkg/types/metricreductionruletypes/reduction_rule_test.go

@@ -0,0 +1,40 @@
+package metricreductionruletypes_test
+
+import (
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
+	"github.com/stretchr/testify/require"
+)
+
+func TestUpdatableReductionRuleValidate(t *testing.T) {
+	cases := []struct {
+		name    string
+		req     *metricreductionruletypes.UpdatableReductionRule
+		wantErr bool
+	}{
+		{"nil", nil, true},
+		{"invalid match type", &metricreductionruletypes.UpdatableReductionRule{Labels: []string{"host"}}, true},
+		{"empty labels", &metricreductionruletypes.UpdatableReductionRule{MatchType: metricreductionruletypes.MatchTypeDrop}, true},
+		{"drop protected label", &metricreductionruletypes.UpdatableReductionRule{MatchType: metricreductionruletypes.MatchTypeDrop, Labels: []string{"host", "le"}}, true},
+		{"keep protected label is allowed", &metricreductionruletypes.UpdatableReductionRule{MatchType: metricreductionruletypes.MatchTypeKeep, Labels: []string{"le"}}, false},
+		{"valid drop", &metricreductionruletypes.UpdatableReductionRule{MatchType: metricreductionruletypes.MatchTypeDrop, Labels: []string{"host"}}, false},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			if tc.wantErr {
+				require.Error(t, tc.req.Validate())
+				return
+			}
+			require.NoError(t, tc.req.Validate())
+		})
+	}
+}
+
+func TestPostableReductionRuleValidate(t *testing.T) {
+	valid := metricreductionruletypes.UpdatableReductionRule{MatchType: metricreductionruletypes.MatchTypeKeep, Labels: []string{"host"}}
+
+	require.Error(t, (*metricreductionruletypes.PostableReductionRule)(nil).Validate(), "nil request")
+	require.Error(t, (&metricreductionruletypes.PostableReductionRule{UpdatableReductionRule: valid}).Validate(), "metricName required")
+	require.NoError(t, (&metricreductionruletypes.PostableReductionRule{MetricName: "m", UpdatableReductionRule: valid}).Validate())
+}

pkg/types/metricreductionruletypes/stats.go

@@ -0,0 +1,8 @@
+package metricreductionruletypes
+
+// GettableReductionRuleStats is the aggregate volume-control summary across all of an org's rules.
+type GettableReductionRuleStats struct {
+	IngestedSeries             uint64  `json:"ingestedSeries" required:"true"`
+	RetainedSeries             uint64  `json:"retainedSeries" required:"true"`
+	EstimatedMonthlySavingsUsd float64 `json:"estimatedMonthlySavingsUsd" required:"true"`
+}

pkg/types/metricreductionruletypes/store.go

@@ -0,0 +1,17 @@
+package metricreductionruletypes
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type Store interface {
+	List(ctx context.Context, orgID valuer.UUID, params *ListReductionRulesParams) ([]*ReductionRule, int, error)
+	Get(ctx context.Context, orgID valuer.UUID, metricName string) (*ReductionRule, error)
+	GetByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) (*ReductionRule, error)
+	Create(ctx context.Context, rule *ReductionRule) error
+	Upsert(ctx context.Context, rule *ReductionRule) error
+	DeleteByID(ctx context.Context, orgID valuer.UUID, id valuer.UUID) error
+	RunInTx(ctx context.Context, cb func(ctx context.Context) error) error
+}

pkg/types/spantypes/spanmappersimulator.go

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

pkg/types/spantypes/spanmappersimulator_test.go

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

pkg/types/spantypes/spanmappertest.go

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

pkg/types/telemetrytypes/field.go

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

pkg/types/telemetrytypes/json_access_plan.go

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

tests/integration/testdata/inframonitoring/daemonsets_missing_metrics.jsonl

@@ -0,0 +1,3 @@
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:00:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:02:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.daemonset.name":"miss-ds","k8s.node.name":"node-x","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:04:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}

tests/integration/testdata/inframonitoring/statefulsets_missing_metrics.jsonl

@@ -0,0 +1,3 @@
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:00:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:02:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}
+{"metric_name":"k8s.pod.cpu.usage","labels":{"k8s.pod.uid":"miss-p1-uid","k8s.pod.name":"miss-p1","k8s.statefulset.name":"miss-ss","k8s.namespace.name":"ns-miss","k8s.cluster.name":"cluster-x"},"timestamp":"2025-01-10T10:04:00+00:00","value":0.5,"temporality":"Unspecified","type_":"Gauge","is_monotonic":false}

tests/integration/testdata/inframonitoring/volumes_formula_operand_missing.jsonl

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

tests/integration/testdata/inframonitoring/volumes_missing_metrics.jsonl

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

@@ -11,10 +11,24 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values, get_all_warnings
+from fixtures.querier import compare_values
 
 ENDPOINT = "/api/v2/infra_monitoring/statefulsets"
 
+# Required metrics for the v2 statefulsets endpoint
+# (pkg/modules/inframonitoring/implinframonitoring/statefulsets_constants.go:24-34).
+REQUIRED_METRICS = {
+    "k8s.pod.phase",
+    "k8s.pod.cpu.usage",
+    "k8s.pod.cpu_request_utilization",
+    "k8s.pod.cpu_limit_utilization",
+    "k8s.pod.memory.working_set",
+    "k8s.pod.memory_request_utilization",
+    "k8s.pod.memory_limit_utilization",
+    "k8s.statefulset.desired_pods",
+    "k8s.statefulset.current_pods",
+}
+
 
 def test_statefulsets_accuracy(
     signoz: types.SigNoz,
@@ -61,8 +75,7 @@ def test_statefulsets_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    # Full data present -> no warnings surfaced.
-    assert get_all_warnings(response.json()) == []
+    assert data["requiredMetricsCheck"]["missingMetrics"] == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["statefulSetName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -110,6 +123,40 @@ def test_statefulsets_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
+def test_statefulsets_missing_metrics(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token,
+    insert_metrics,
+) -> None:
+    """Seed only k8s.pod.cpu.usage; assert other 8 required metrics flagged missing."""
+    now = datetime.now(tz=UTC).replace(microsecond=0)
+    insert_metrics(
+        Metrics.load_from_file(
+            get_testdata_file_path("inframonitoring/statefulsets_missing_metrics.jsonl"),
+            base_time=now - timedelta(minutes=4),
+        )
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(ENDPOINT),
+        headers={"authorization": f"Bearer {token}"},
+        json={
+            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+            "end": int(now.timestamp() * 1000),
+            "limit": 50,
+        },
+        timeout=5,
+    )
+    assert response.status_code == HTTPStatus.OK, response.text
+    data = response.json()["data"]
+
+    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
+    assert data["records"] == []
+    assert data["total"] == 0
+
+
 @pytest.mark.parametrize(
     "expression,expected",
     [

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

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

tests/integration/tests/inframonitoring/10_daemonsets.py

@@ -11,10 +11,24 @@ from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
 from fixtures.fs import get_testdata_file_path
 from fixtures.metrics import Metrics
-from fixtures.querier import compare_values, get_all_warnings
+from fixtures.querier import compare_values
 
 ENDPOINT = "/api/v2/infra_monitoring/daemonsets"
 
+# Required metrics for the v2 daemonsets endpoint
+# (pkg/modules/inframonitoring/implinframonitoring/daemonsets_constants.go:24-34).
+REQUIRED_METRICS = {
+    "k8s.pod.phase",
+    "k8s.pod.cpu.usage",
+    "k8s.pod.cpu_request_utilization",
+    "k8s.pod.cpu_limit_utilization",
+    "k8s.pod.memory.working_set",
+    "k8s.pod.memory_request_utilization",
+    "k8s.pod.memory_limit_utilization",
+    "k8s.daemonset.desired_scheduled_nodes",
+    "k8s.daemonset.current_scheduled_nodes",
+}
+
 
 def test_daemonsets_accuracy(
     signoz: types.SigNoz,
@@ -61,8 +75,7 @@ def test_daemonsets_accuracy(
     # Shape/contract.
     assert data["total"] == len(expected["records"])
     assert len(data["records"]) == len(expected["records"])
-    # Full data present -> no warnings surfaced.
-    assert get_all_warnings(response.json()) == []
+    assert data["requiredMetricsCheck"]["missingMetrics"] == []
     assert data["endTimeBeforeRetention"] is False
     assert {r["daemonSetName"] for r in data["records"]} == set(exp_by_name.keys())
 
@@ -110,6 +123,40 @@ def test_daemonsets_accuracy(
         assert record["podCountsByPhase"] == exp["podCountsByPhase"]
 
 
+def test_daemonsets_missing_metrics(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token,
+    insert_metrics,
+) -> None:
+    """Seed only k8s.pod.cpu.usage; assert other 8 required metrics flagged missing."""
+    now = datetime.now(tz=UTC).replace(microsecond=0)
+    insert_metrics(
+        Metrics.load_from_file(
+            get_testdata_file_path("inframonitoring/daemonsets_missing_metrics.jsonl"),
+            base_time=now - timedelta(minutes=4),
+        )
+    )
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(ENDPOINT),
+        headers={"authorization": f"Bearer {token}"},
+        json={
+            "start": int((now - timedelta(minutes=5)).timestamp() * 1000),
+            "end": int(now.timestamp() * 1000),
+            "limit": 50,
+        },
+        timeout=5,
+    )
+    assert response.status_code == HTTPStatus.OK, response.text
+    data = response.json()["data"]
+
+    assert set(data["requiredMetricsCheck"]["missingMetrics"]) == (REQUIRED_METRICS - {"k8s.pod.cpu.usage"})
+    assert data["records"] == []
+    assert data["total"] == 0
+
+
 @pytest.mark.parametrize(
     "expression,expected",
     [

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

@@ -15,6 +15,7 @@ from fixtures.querier import (
     build_builder_query,
     find_named_result,
     get_all_warnings,
+    get_error_message,
     index_series_by_label,
     make_query_request,
 )

tests/integration/tests/spanmapper/01_span_mapper.py

@@ -1,174 +0,0 @@
-from collections.abc import Callable
-from http import HTTPStatus
-
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-
-GROUPS_PATH = "/api/v1/span_mapper_groups"
-
-
-def _auth_headers(token: str) -> dict[str, str]:
-    return {
-        "authorization": f"Bearer {token}",
-        "content-type": "application/json",
-    }
-
-
-def test_create_groups_and_simulate_with_backfill(
-    signoz: types.SigNoz,
-    create_user_admin: types.Operation,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-) -> None:
-    """
-    Setup:
-    Create a mapping group and a mapper through the CRUD API, then hit the
-    simulate endpoint with two groups: the saved one referenced by name only
-    (server backfills its mappers from the store) and a second, unsaved group
-    sent with inline mappers.
-
-    Tests:
-    1. Create a group (POST /span_mapper_groups) and read back its id
-    2. Create a mapper in that group (POST .../{groupId}/span_mappers)
-    3. List groups and mappers and verify what we created is persisted
-    4. Simulate spans against both groups: a matching span gets the saved
-       group's mappers (backfilled, copy) and the inline group's mappers
-       (move) applied, while a span matching no condition passes through
-    5. Delete the group and verify it (and its mappers) are gone
-    """
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-
-    create_group = requests.post(
-        signoz.self.host_configs["8080"].get(GROUPS_PATH),
-        timeout=10,
-        headers=_auth_headers(token),
-        json={
-            "name": "llm-backfill",
-            "condition": {"attributes": ["model"], "resource": []},
-            "enabled": True,
-        },
-    )
-
-    assert create_group.status_code == HTTPStatus.CREATED
-    group = create_group.json()["data"]
-    group_id = group["id"]
-    assert group["name"] == "llm-backfill"
-    assert group["enabled"] is True
-
-    create_mapper = requests.post(
-        signoz.self.host_configs["8080"].get(f"{GROUPS_PATH}/{group_id}/span_mappers"),
-        timeout=10,
-        headers=_auth_headers(token),
-        json={
-            "name": "gen_ai.request.model",
-            "fieldContext": "attribute",
-            "config": {
-                "sources": [
-                    {
-                        "key": "llm.model",
-                        "context": "attribute",
-                        "operation": "copy",
-                        "priority": 1,
-                    }
-                ]
-            },
-            "enabled": True,
-        },
-    )
-
-    assert create_mapper.status_code == HTTPStatus.CREATED
-    mapper = create_mapper.json()["data"]
-    assert mapper["name"] == "gen_ai.request.model"
-    assert mapper["group_id"] == group_id
-
-    list_groups = requests.get(
-        signoz.self.host_configs["8080"].get(GROUPS_PATH),
-        timeout=10,
-        headers=_auth_headers(token),
-    )
-    assert list_groups.status_code == HTTPStatus.OK
-    assert group_id in [g["id"] for g in list_groups.json()["data"]["items"]]
-
-    list_mappers = requests.get(
-        signoz.self.host_configs["8080"].get(f"{GROUPS_PATH}/{group_id}/span_mappers"),
-        timeout=10,
-        headers=_auth_headers(token),
-    )
-    assert list_mappers.status_code == HTTPStatus.OK
-    assert "gen_ai.request.model" in [m["name"] for m in list_mappers.json()["data"]["items"]]
-
-    simulate = requests.post(
-        signoz.self.host_configs["8080"].get(f"{GROUPS_PATH}/test"),
-        timeout=10,
-        headers=_auth_headers(token),
-        json={
-            "spans": [
-                {
-                    "attributes": {"llm.model": "gpt-4", "db.system": "postgres"},
-                    "resource": {},
-                },
-                # Matches no group condition, so it must pass through untouched.
-                {
-                    "attributes": {"http.method": "GET"},
-                    "resource": {},
-                },
-            ],
-            "groups": [
-                # No "mappers" key: the server backfills them from the saved group.
-                {
-                    "name": "llm-backfill",
-                    "condition": {"attributes": ["model"], "resource": []},
-                    "enabled": True,
-                },
-                # Unsaved group; mappers provided inline.
-                {
-                    "name": "db-inline",
-                    "condition": {"attributes": ["db"], "resource": []},
-                    "enabled": True,
-                    "mappers": [
-                        {
-                            "name": "db.name",
-                            "fieldContext": "attribute",
-                            "config": {
-                                "sources": [
-                                    {
-                                        "key": "db.system",
-                                        "context": "attribute",
-                                        "operation": "move",
-                                        "priority": 1,
-                                    }
-                                ]
-                            },
-                            "enabled": True,
-                        }
-                    ],
-                },
-            ],
-        },
-    )
-
-    assert simulate.status_code == HTTPStatus.OK
-    out_spans = simulate.json()["data"]["spans"]
-    assert len(out_spans) == 2
-    attrs = out_spans[0]["attributes"]
-    assert attrs["gen_ai.request.model"] == "gpt-4"  # backfilled mapper applied
-    assert attrs["llm.model"] == "gpt-4"  # copy preserves source
-    assert attrs["db.name"] == "postgres"  # inline mapper applied
-    assert "db.system" not in attrs  # move removes source
-    assert out_spans[1]["attributes"] == {"http.method": "GET"}  # unchanged
-
-    delete_group = requests.delete(
-        signoz.self.host_configs["8080"].get(f"{GROUPS_PATH}/{group_id}"),
-        timeout=10,
-        headers=_auth_headers(token),
-    )
-    assert delete_group.status_code == HTTPStatus.NO_CONTENT
-
-    list_after_delete = requests.get(
-        signoz.self.host_configs["8080"].get(GROUPS_PATH),
-        timeout=10,
-        headers=_auth_headers(token),
-    )
-    assert list_after_delete.status_code == HTTPStatus.OK
-    assert group_id not in [g["id"] for g in list_after_delete.json()["data"]["items"]]