count global inserted ts

Fixes https://github.com/VictoriaMetrics/VictoriaMetrics/issues/10848

.github/workflows/build.yml

@@ -66,6 +66,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Setup Go
         id: go

.github/workflows/changelog-linter.yml

@@ -17,6 +17,7 @@ jobs:
         with:
           # needed for proper diff
           fetch-depth: 0
+          persist-credentials: false
 
       - name: 'Validate that changelog changes are under ## tip'
         run: |

.github/workflows/check-commit-signed.yml

@@ -15,6 +15,7 @@ jobs:
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
         with:
           fetch-depth: 0  # we need full history for commit verification
+          persist-credentials: false
 
       - name: Check commit signatures
         run: |

.github/workflows/check-licenses.yml

@@ -18,6 +18,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Setup Go
         id: go

.github/workflows/codeql-analysis-go.yml

@@ -32,6 +32,8 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Set up Go
         id: go

.github/workflows/docs.yaml

@@ -21,6 +21,7 @@ jobs:
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
         with:
           path: __vm
+          persist-credentials: false
 
       - name: Checkout private code
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
@@ -28,6 +29,7 @@ jobs:
           repository: VictoriaMetrics/vmdocs
           token: ${{ secrets.VM_BOT_GH_TOKEN }}
           path: __vm-docs
+          persist-credentials: true
 
       - name: Import GPG key
         uses: crazy-max/ghaction-import-gpg@2dc316deee8e90f13e1a351ab510b4d5bc0c82cd  # v7.0.0

.github/workflows/test.yml

@@ -35,6 +35,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Setup Go
         id: go
@@ -78,6 +80,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Setup Go
         id: go
@@ -103,6 +107,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Setup Go
         id: go

.github/workflows/vmui.yml

@@ -33,6 +33,8 @@ jobs:
     steps:
       - name: Code checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+        with:
+          persist-credentials: false
 
       - name: Cache node_modules
         id: cache

.golangci.yml

@@ -1,9 +1,18 @@
 version: "2"
 linters:
+  enable:
+    - errorlint
   settings:
     errcheck:
       exclude-functions:
         - (net/http.ResponseWriter).Write
+    errorlint:
+      errorf: true
+      # Do not enable `comparison` and `asserts`: they produce false positives,
+      # since many call sites intentionally compare sentinel errors directly (e.g. err == io.EOF)
+      # when the producer is documented to return them unwrapped. See https://github.com/VictoriaMetrics/VictoriaLogs/pull/1490
+      comparison: false
+      asserts: false
   exclusions:
     generated: lax
     presets:

app/vmagent/remotewrite/pendingseries.go

@@ -209,13 +209,12 @@ func (wr *writeRequest) tryPushMetadata(mms []prompb.MetricMetadata) bool {
 func (wr *writeRequest) copyMetadata(dst, src *prompb.MetricMetadata) {
 	// Direct copy for non-string fields, which are safe by value.
 	dst.Type = src.Type
-	dst.Unit = src.Unit
 
 	dst.AccountID = src.AccountID
 	dst.ProjectID = src.ProjectID
 
 	// Pre-allocate memory for all string fields.
-	neededBufLen := len(src.MetricFamilyName) + len(src.Help)
+	neededBufLen := len(src.MetricFamilyName) + len(src.Help) + len(src.Unit)
 	bufLen := len(wr.metadatabuf)
 	wr.metadatabuf = slicesutil.SetLength(wr.metadatabuf, bufLen+neededBufLen)
 	buf := wr.metadatabuf[:bufLen]
@@ -230,6 +229,11 @@ func (wr *writeRequest) copyMetadata(dst, src *prompb.MetricMetadata) {
 	buf = append(buf, src.Help...)
 	dst.Help = bytesutil.ToUnsafeString(buf[bufLen:])
 
+	// Copy Unit
+	bufLen = len(buf)
+	buf = append(buf, src.Unit...)
+	dst.Unit = bytesutil.ToUnsafeString(buf[bufLen:])
+
 	wr.metadatabuf = buf
 }
 

app/vmalert/main.go

@@ -315,6 +315,11 @@ func configReload(ctx context.Context, m *manager, groupsCfg []config.Group, sig
 
 	parseFn := config.Parse
 	for {
+		select {
+		case <-ctx.Done():
+			return
+		default:
+		}
 		select {
 		case <-ctx.Done():
 			return

app/vmauth/auth_config.go

@@ -840,6 +840,11 @@ func authConfigReloader(sighupCh <-chan os.Signal) {
 	}
 
 	for {
+		select {
+		case <-stopCh:
+			return
+		default:
+		}
 		select {
 		case <-stopCh:
 			return
@@ -906,7 +911,8 @@ func reloadAuthConfigData(data []byte) (bool, error) {
 		return false, fmt.Errorf("failed to parse auth config: %w", err)
 	}
 
-	jui, oidcDP, err := parseJWTUsers(ac)
+	oidcDP := &oidcDiscovererPool{}
+	jui, err := parseJWTUsers(ac, oidcDP)
 	if err != nil {
 		return false, fmt.Errorf("failed to parse JWT users from auth config: %w", err)
 	}

app/vmauth/jwt.go

@@ -72,9 +72,8 @@ type JWTConfig struct {
 	verifierPool atomic.Pointer[jwt.VerifierPool]
 }
 
-func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
+func parseJWTUsers(ac *AuthConfig, oidcDP *oidcDiscovererPool) ([]*UserInfo, error) {
 	jui := make([]*UserInfo, 0, len(ac.Users))
-	oidcDP := &oidcDiscovererPool{}
 
 	uniqClaims := make(map[string]*UserInfo)
 	var sortedClaims []string
@@ -85,10 +84,10 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 		}
 
 		if ui.AuthToken != "" || ui.BearerToken != "" || ui.Username != "" || ui.Password != "" {
-			return nil, nil, fmt.Errorf("auth_token, bearer_token, username and password cannot be specified if jwt is set")
+			return nil, fmt.Errorf("auth_token, bearer_token, username and password cannot be specified if jwt is set")
 		}
 		if len(jwtToken.PublicKeys) == 0 && len(jwtToken.PublicKeyFiles) == 0 && !jwtToken.SkipVerify && jwtToken.OIDC == nil {
-			return nil, nil, fmt.Errorf("jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true")
+			return nil, fmt.Errorf("jwt must contain at least a single public key, public_key_files, oidc or have skip_verify=true")
 		}
 		var claimsString string
 		sortedClaims = sortedClaims[:0]
@@ -97,7 +96,7 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 			sortedClaims = append(sortedClaims, fmt.Sprintf("%s=%s", ck, cv))
 			pc, err := jwt.NewClaim(ck, cv)
 			if err != nil {
-				return nil, nil, fmt.Errorf("incorrect match claim, key=%q, value regex=%q: %w", ck, cv, err)
+				return nil, fmt.Errorf("incorrect match claim, key=%q, value regex=%q: %w", ck, cv, err)
 			}
 			parsedClaims = append(parsedClaims, pc)
 		}
@@ -106,7 +105,7 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 		claimsString = strings.Join(sortedClaims, ",")
 
 		if oldUI, ok := uniqClaims[claimsString]; ok {
-			return nil, nil, fmt.Errorf("duplicate match claims=%q found for name=%q at idx=%d; the previous one is set for name=%q", claimsString, ui.Name, idx, oldUI.Name)
+			return nil, fmt.Errorf("duplicate match claims=%q found for name=%q at idx=%d; the previous one is set for name=%q", claimsString, ui.Name, idx, oldUI.Name)
 		}
 		uniqClaims[claimsString] = &ui
 		if len(jwtToken.PublicKeys) > 0 || len(jwtToken.PublicKeyFiles) > 0 {
@@ -115,7 +114,7 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 			for i := range jwtToken.PublicKeys {
 				k, err := jwt.ParseKey([]byte(jwtToken.PublicKeys[i]))
 				if err != nil {
-					return nil, nil, err
+					return nil, err
 				}
 				keys = append(keys, k)
 			}
@@ -123,52 +122,52 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 			for _, filePath := range jwtToken.PublicKeyFiles {
 				keyData, err := os.ReadFile(filePath)
 				if err != nil {
-					return nil, nil, fmt.Errorf("cannot read public key from file %q: %w", filePath, err)
+					return nil, fmt.Errorf("cannot read public key from file %q: %w", filePath, err)
 				}
 				k, err := jwt.ParseKey(keyData)
 				if err != nil {
-					return nil, nil, fmt.Errorf("cannot parse public key from file %q: %w", filePath, err)
+					return nil, fmt.Errorf("cannot parse public key from file %q: %w", filePath, err)
 				}
 				keys = append(keys, k)
 			}
 
 			vp, err := jwt.NewVerifierPool(keys)
 			if err != nil {
-				return nil, nil, err
+				return nil, err
 			}
 
 			jwtToken.verifierPool.Store(vp)
 		}
 		if jwtToken.OIDC != nil {
 			if len(jwtToken.PublicKeys) > 0 || len(jwtToken.PublicKeyFiles) > 0 || jwtToken.SkipVerify {
-				return nil, nil, fmt.Errorf("jwt with oidc cannot contain public keys or have skip_verify=true")
+				return nil, fmt.Errorf("jwt with oidc cannot contain public keys or have skip_verify=true")
 			}
 
 			if jwtToken.OIDC.Issuer == "" {
-				return nil, nil, fmt.Errorf("oidc issuer cannot be empty")
+				return nil, fmt.Errorf("oidc issuer cannot be empty")
 			}
 			isserURL, err := url.Parse(jwtToken.OIDC.Issuer)
 			if err != nil {
-				return nil, nil, fmt.Errorf("oidc issuer %q must be a valid URL", jwtToken.OIDC.Issuer)
+				return nil, fmt.Errorf("oidc issuer %q must be a valid URL", jwtToken.OIDC.Issuer)
 			}
 			if isserURL.Scheme != "https" && isserURL.Scheme != "http" {
-				return nil, nil, fmt.Errorf("oidc issuer %q must have http or https scheme", jwtToken.OIDC.Issuer)
+				return nil, fmt.Errorf("oidc issuer %q must have http or https scheme", jwtToken.OIDC.Issuer)
 			}
 
 			oidcDP.createOrAdd(ui.JWT.OIDC.Issuer, &ui.JWT.verifierPool)
 		}
 
 		if err := parseJWTPlaceholdersForUserInfo(&ui, true); err != nil {
-			return nil, nil, err
+			return nil, err
 		}
 
 		if err := ui.initURLs(); err != nil {
-			return nil, nil, err
+			return nil, err
 		}
 
 		metricLabels, err := ui.getMetricLabels()
 		if err != nil {
-			return nil, nil, fmt.Errorf("cannot parse metric_labels: %w", err)
+			return nil, fmt.Errorf("cannot parse metric_labels: %w", err)
 		}
 		ui.requests = ac.ms.GetOrCreateCounter(`vmauth_user_requests_total` + metricLabels)
 		ui.requestErrors = ac.ms.GetOrCreateCounter(`vmauth_user_request_errors_total` + metricLabels)
@@ -187,7 +186,7 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 
 		rt, err := newRoundTripper(ui.TLSCAFile, ui.TLSCertFile, ui.TLSKeyFile, ui.TLSServerName, ui.TLSInsecureSkipVerify)
 		if err != nil {
-			return nil, nil, fmt.Errorf("cannot initialize HTTP RoundTripper: %w", err)
+			return nil, fmt.Errorf("cannot initialize HTTP RoundTripper: %w", err)
 		}
 		ui.rt = rt
 
@@ -200,7 +199,7 @@ func parseJWTUsers(ac *AuthConfig) ([]*UserInfo, *oidcDiscovererPool, error) {
 		return len(jui[i].JWT.MatchClaims) > len(jui[j].JWT.MatchClaims)
 	})
 
-	return jui, oidcDP, nil
+	return jui, nil
 }
 
 var tokenPool sync.Pool

app/vmauth/jwt_test.go

@@ -39,16 +39,14 @@ XOtclIk1uhc03oL9nOQ=
 			}
 			return
 		}
-		users, oidcDP, err := parseJWTUsers(ac)
+		oidcDP := &oidcDiscovererPool{}
+		users, err := parseJWTUsers(ac, oidcDP)
 		if err == nil {
 			t.Fatalf("expecting non-nil error; got %v", users)
 		}
 		if expErr != err.Error() {
 			t.Fatalf("unexpected error; got\n%q\nwant \n%q", err.Error(), expErr)
 		}
-		if oidcDP != nil {
-			t.Fatalf("expecting nil oidcDP; got %v", oidcDP)
-		}
 	}
 
 	// unauthorized_user cannot be used with jwt
@@ -326,7 +324,8 @@ XOtclIk1uhc03oL9nOQ=
 			t.Fatalf("unexpected error: %s", err)
 		}
 
-		jui, oidcDP, err := parseJWTUsers(ac)
+		oidcDP := &oidcDiscovererPool{}
+		jui, err := parseJWTUsers(ac, oidcDP)
 		if err != nil {
 			t.Fatalf("unexpected error: %s", err)
 		}

app/vmctl/main.go

@@ -457,7 +457,7 @@ func main() {
 						auth.WithBearer(c.String(vmNativeDstBearerToken)),
 						auth.WithHeaders(c.String(vmNativeDstHeaders)))
 					if err != nil {
-						return fmt.Errorf("error initialize auth config for destination: %s: %s", dstAddr, err)
+						return fmt.Errorf("error initialize auth config for destination: %s: %w", dstAddr, err)
 					}
 
 					// create TLS config
@@ -601,7 +601,7 @@ func initConfigVM(c *cli.Context) (vm.Config, error) {
 		auth.WithBearer(c.String(vmBearerToken)),
 		auth.WithHeaders(c.String(vmHeaders)))
 	if err != nil {
-		return vm.Config{}, fmt.Errorf("error initialize auth config for destination: %s: %s", addr, err)
+		return vm.Config{}, fmt.Errorf("error initialize auth config for destination: %s: %w", addr, err)
 	}
 
 	return vm.Config{

app/vmctl/utils.go

@@ -74,9 +74,9 @@ func wrapErr(vmErr *vm.ImportError, verbose bool) error {
 		verboseMsg = "(enable `--verbose` output to get more details)"
 	}
 	if vmErr.Err == nil {
-		return fmt.Errorf("%s\n\tLatest delivered batch for timestamps range %d - %d %s\n%s",
+		return fmt.Errorf("%w\n\tLatest delivered batch for timestamps range %d - %d %s\n%s",
 			vmErr.Err, minTS, maxTS, verboseMsg, errTS)
 	}
-	return fmt.Errorf("%s\n\tImporting batch failed for timestamps range %d - %d %s\n%s",
+	return fmt.Errorf("%w\n\tImporting batch failed for timestamps range %d - %d %s\n%s",
 		vmErr.Err, minTS, maxTS, verboseMsg, errTS)
 }

app/vmestimator/cardinality_metrics.go

@@ -0,0 +1,49 @@
+package main
+
+import (
+	"bytes"
+	"flag"
+	"io"
+	"sync"
+	"time"
+
+	"github.com/VictoriaMetrics/metrics"
+)
+
+var (
+	cardinalityMetricsWrites        = metrics.NewCounter(`vmestimator_write_cardinality_metrics_total`)
+	cardinalityMetricsWriteDuration = metrics.NewFloatCounter(`vmestimator_write_cardinality_metrics_duration_seconds_total`)
+	cardinalityMetricsWriteBytes    = metrics.NewCounter(`vmestimator_write_cardinality_metrics_size_bytes_total`)
+
+	cardinalityCacheMu         sync.Mutex
+	cardinalityMetricsCacheAt  time.Time
+	cardinalityMetricsCache    []byte
+	cardinalityMetricsCacheTTL = flag.Duration("cardinalityMetrics.cacheTTL", time.Second*30, "Duration for caching cardinality metrics response")
+	cardinalityMetricsExposeAt = flag.String(`cardinalityMetrics.exposeAt`, `/metrics`, "HTTP path for exposing cardinality metrics. "+
+		"If set to the default /metrics, cardinality metrics are merged with regular metrics and exposed together. "+
+		"If set to a different path, only cardinality metrics are exposed at that endpoint. "+
+		"If set to an empty value, cardinality metrics are not exposed via HTTP at all.")
+)
+
+func writeCardinalityMetrics(w io.Writer, es []*estimator) {
+	startTime := time.Now()
+
+	cardinalityCacheMu.Lock()
+	if time.Since(cardinalityMetricsCacheAt) >= *cardinalityMetricsCacheTTL || *cardinalityMetricsCacheTTL == 0 {
+		plain := bytes.NewBuffer(cardinalityMetricsCache[:0])
+		for _, e := range es {
+			e.writeMetrics(plain)
+		}
+		cardinalityMetricsCache = plain.Bytes()
+		cardinalityMetricsCacheAt = time.Now()
+	}
+	cm := make([]byte, len(cardinalityMetricsCache))
+	copy(cm, cardinalityMetricsCache)
+	cardinalityCacheMu.Unlock()
+
+	_, _ = w.Write(cm)
+
+	cardinalityMetricsWrites.Inc()
+	cardinalityMetricsWriteDuration.Add(time.Since(startTime).Seconds())
+	cardinalityMetricsWriteBytes.Add(len(cm))
+}

app/vmestimator/config.go

@@ -0,0 +1,43 @@
+package main
+
+import (
+	"fmt"
+	"os"
+	"sort"
+	"time"
+
+	"gopkg.in/yaml.v2"
+)
+
+type Config struct {
+	Streams []EstimatorConfig `yaml:"streams"`
+}
+
+type EstimatorConfig struct {
+	GroupBy      []string          `yaml:"group_by"`
+	GroupLimit   int               `yaml:"group_limit"`
+	Labels       map[string]string `yaml:"labels"`
+	Interval     time.Duration     `yaml:"interval"`
+	Buckets      int               `yaml:"buckets"`
+	HLLPrecision uint8             `yaml:"hll_precision"`
+	HLLSparse    *bool             `yaml:"hll_sparse"`
+}
+
+func loadConfig(path string) (*Config, error) {
+	data, err := os.ReadFile(path)
+	if err != nil {
+		return nil, fmt.Errorf("cannot read config file %q: %w", path, err)
+	}
+	var cfg Config
+	if err := yaml.UnmarshalStrict(data, &cfg); err != nil {
+		return nil, fmt.Errorf("cannot parse config file %q: %w", path, err)
+	}
+	for _, stream := range cfg.Streams {
+		sort.Strings(stream.GroupBy)
+		if stream.HLLPrecision != 0 && (stream.HLLPrecision < 4 || stream.HLLPrecision > 18) {
+			return nil, fmt.Errorf("invalid precision %d: must be in range [4, 18]", stream.HLLPrecision)
+		}
+	}
+
+	return &cfg, nil
+}

app/vmestimator/estimator.go

@@ -0,0 +1,508 @@
+package main
+
+import (
+	"fmt"
+	"io"
+	"sort"
+	"strconv"
+	"strings"
+	"sync"
+	"sync/atomic"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
+	"github.com/VictoriaMetrics/metrics"
+	"github.com/axiomhq/hyperloglog"
+	"github.com/dgryski/go-metro"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/app/vmestimator/protoparser"
+)
+
+type estimator struct {
+	groupBy          []string
+	groupByKeysLabel string
+
+	groupLimit              int64
+	groupSize               atomic.Int64
+	groupRejectedMu         sync.Mutex
+	groupRejectedSketch     *hyperloglog.Sketch
+	groupRejectedSketchPrev *hyperloglog.Sketch
+
+	buckets []*estimatorBucket
+
+	metricsSet  *metrics.Set
+	insertTotal *metrics.Counter
+
+	stopCh chan struct{}
+}
+
+func newEstimator(cfg EstimatorConfig) (*estimator, error) {
+	if cfg.Interval == 0 {
+		cfg.Interval = time.Minute * 5
+	}
+	if cfg.GroupLimit <= 0 {
+		cfg.GroupLimit = 10000
+	}
+	if cfg.Buckets <= 0 {
+		cfg.Buckets = min(64, 2*cgroup.AvailableCPUs())
+	}
+	if cfg.HLLPrecision == 0 {
+		cfg.HLLPrecision = 14
+	}
+	if cfg.HLLSparse == nil {
+		cfg.HLLSparse = new(true)
+	}
+
+	metricPrefix := fmt.Sprintf("cardinality_estimate{interval=%q", cfg.Interval)
+	if len(cfg.Labels) > 0 {
+		keys := make([]string, 0, len(cfg.Labels))
+		for k := range cfg.Labels {
+			keys = append(keys, k)
+		}
+		sort.Strings(keys)
+		for _, k := range keys {
+			metricPrefix += fmt.Sprintf(",%s=%q", k, cfg.Labels[k])
+		}
+	}
+
+	groupByKeysLabel := "__global__"
+	if len(cfg.GroupBy) > 0 {
+		groupByKeysLabel = strings.Join(cfg.GroupBy, `,`)
+	}
+
+	e := &estimator{
+		groupBy:                 cfg.GroupBy,
+		groupByKeysLabel:        groupByKeysLabel,
+		groupLimit:              int64(cfg.GroupLimit),
+		groupRejectedSketch:     mustNewGroupRejectSketch(),
+		groupRejectedSketchPrev: mustNewGroupRejectSketch(),
+		buckets:                 make([]*estimatorBucket, cfg.Buckets),
+		metricsSet:              metrics.NewSet(),
+		stopCh:                  make(chan struct{}),
+	}
+
+	e.insertTotal = e.metricsSet.NewCounter(
+		fmt.Sprintf(`vmestimator_estimator_insert_total{group_by_keys=%q}`, e.groupByKeysLabel),
+	)
+	e.metricsSet.NewGauge(fmt.Sprintf(`vmestimator_estimator_group_rejected_size{group_by_keys=%q}`, e.groupByKeysLabel), func() float64 {
+		e.groupRejectedMu.Lock()
+		defer e.groupRejectedMu.Unlock()
+		return float64(e.groupRejectedSketch.Estimate())
+	})
+
+	for i := 0; i < len(e.buckets); i++ {
+		eb := &estimatorBucket{
+			groupBy:             cfg.GroupBy,
+			extraLabels:         cfg.Labels,
+			interval:            cfg.Interval,
+			metricPrefix:        metricPrefix,
+			groupByKeysLabel:    groupByKeysLabel,
+			groupLimit:          int64(cfg.GroupLimit),
+			groupSize:           &e.groupSize,
+			groupRejectedMu:     &e.groupRejectedMu,
+			groupRejectedSketch: e.groupRejectedSketch,
+
+			precision: cfg.HLLPrecision,
+			sparse:    *cfg.HLLSparse,
+		}
+
+		if len(cfg.GroupBy) == 0 {
+			eb.sketch = eb.newSketch()
+		} else {
+			eb.groups = make(map[string]groupSketch)
+			eb.prevGroups = make(map[string]groupSketch)
+
+			e.metricsSet.NewGauge(fmt.Sprintf(`vmestimator_estimator_group_size{group_by_keys=%q,bucket="%d"}`, eb.groupByKeysLabel, i), func() float64 {
+				return float64(eb.groupSize.Load())
+			})
+			e.metricsSet.NewGauge(fmt.Sprintf(`vmestimator_estimator_group_limit{group_by_keys=%q,bucket="%d"}`, eb.groupByKeysLabel, i), func() float64 {
+				return float64(eb.groupLimit)
+			})
+		}
+
+		e.buckets[i] = eb
+	}
+
+	go e.runRotation(cfg.Interval)
+
+	metrics.RegisterSet(e.metricsSet)
+
+	return e, nil
+}
+
+func (e *estimator) stop() {
+	close(e.stopCh)
+	e.metricsSet.UnregisterAllMetrics()
+}
+
+var groupValuesPool = sync.Pool{}
+
+func getGroupValuesKeySlice() *[]byte {
+	v0 := groupValuesPool.Get()
+	if v0 == nil {
+		v := make([]byte, 128)
+		return &v
+	}
+
+	return v0.(*[]byte)
+}
+
+func putGroupValuesSlice(key *[]byte) {
+	if key == nil {
+		return
+	}
+
+	*key = (*key)[:0]
+	groupValuesPool.Put(key)
+}
+
+func (e *estimator) insertMany(tss []protoparser.TimeSerie) {
+	bucketsNum := uint64(len(e.buckets))
+
+	groupValuesKeyP := getGroupValuesKeySlice()
+	groupValuesKey := *groupValuesKeyP
+	defer func() {
+		*groupValuesKeyP = groupValuesKey
+		putGroupValuesSlice(groupValuesKeyP)
+	}()
+
+	groupValues := make([]string, len(e.groupBy))
+
+	var cnt int
+	for _, ts := range tss {
+		if len(e.groupBy) == 0 {
+			i := int(ts.Fingerprint % bucketsNum)
+			e.buckets[i].insert(ts, "", nil)
+			cnt++
+			continue
+		}
+
+		groupValuesKey = groupValuesKey[:0]
+		clear(groupValues)
+		var hasNames bool
+		for i, labelName := range e.groupBy {
+			if i > 0 {
+				groupValuesKey = append(groupValuesKey, ',')
+			}
+
+			for _, l := range ts.GroupLabels {
+				if l.Name == labelName {
+					hasNames = true
+
+					groupValuesKey = append(groupValuesKey, l.Value...)
+					groupValues[i] = l.Value
+					break
+				}
+			}
+		}
+
+		// time series does not contribute to this groupBy
+		if !hasNames {
+			continue
+		}
+
+		i := int(hash(groupValuesKey) % bucketsNum)
+		e.buckets[i].insert(ts, bytesutil.ToUnsafeString(groupValuesKey), groupValues)
+		cnt++
+	}
+
+	e.insertTotal.Add(cnt)
+}
+
+func (e *estimator) reset() {
+	e.groupSize.Store(0)
+	for _, b := range e.buckets {
+		b.reset()
+	}
+
+	e.groupRejectedMu.Lock()
+	e.groupRejectedSketch.Reset()
+	e.groupRejectedMu.Unlock()
+}
+
+func (e *estimator) writeMetrics(w io.Writer) {
+	eb0 := e.buckets[0]
+
+	if len(e.groupBy) == 0 {
+		formatBuf := make([]byte, 0, 1024)
+		resSK := eb0.newSketch()
+		for _, eb := range e.buckets {
+			eb.writeNoGroupMetric(resSK)
+		}
+
+		formatBuf = append(formatBuf, eb0.metricPrefix...)
+		formatBuf = append(formatBuf, `,group_by_keys="__global__"} `...)
+		formatBuf = strconv.AppendUint(formatBuf, resSK.Estimate(), 10)
+		formatBuf = append(formatBuf, "\n"...)
+		if _, err := w.Write(formatBuf); err != nil {
+			logger.Errorf("writing metrics failed: %s; written cardinality metrics might be incomplete or invalid", err)
+		}
+		return
+	}
+
+	formatBuf := make([]byte, 0, 16384)
+	formatBuf = append(formatBuf, eb0.metricPrefix...)
+	formatBuf = append(formatBuf, `,group_by_keys="`...)
+	formatBuf = append(formatBuf, eb0.groupByKeysLabel...)
+	formatBuf = append(formatBuf, `",group_by_values=`...)
+
+	prefixLen := len(formatBuf)
+	resSK := eb0.newSketch()
+	for _, eb := range e.buckets {
+		formatBuf = eb.writeGroupMetrics(w, resSK, formatBuf[:prefixLen])
+	}
+
+	groupSize := e.groupSize.Load()
+	if groupSize >= int64(float64(e.groupLimit)*0.8) {
+		e.groupRejectedMu.Lock()
+		res := mustNewGroupRejectSketch()
+		if err := res.Merge(e.groupRejectedSketch); err != nil {
+			logger.Fatalf("BUG: groupRejectedSketch merge failed: %s", err)
+		}
+		if err := res.Merge(e.groupRejectedSketchPrev); err != nil {
+			logger.Fatalf("BUG: groupRejectedSketchPrev merge failed: %s", err)
+		}
+		e.groupRejectedMu.Unlock()
+
+		groupSize += int64(res.Estimate())
+	}
+
+	formatBuf = formatBuf[:0]
+	formatBuf = append(formatBuf, eb0.metricPrefix...)
+	formatBuf = append(formatBuf, `,group_by_keys="__group__",group_by_values="`...)
+	formatBuf = append(formatBuf, eb0.groupByKeysLabel...)
+	formatBuf = append(formatBuf, `"} `...)
+	formatBuf = strconv.AppendInt(formatBuf, groupSize, 10)
+	formatBuf = append(formatBuf, "\n"...)
+	if _, err := w.Write(formatBuf); err != nil {
+		logger.Errorf("writing metrics failed: %s; written cardinality metrics might be incomplete or invalid", err)
+	}
+}
+
+func (e *estimator) runRotation(interval time.Duration) {
+	t := time.NewTicker(interval / 2)
+	defer t.Stop()
+	for {
+		select {
+		case <-t.C:
+			e.rotate()
+		case <-e.stopCh:
+			return
+		}
+	}
+}
+
+func (e *estimator) rotate() {
+	e.groupSize.Store(0)
+
+	var wg sync.WaitGroup
+	for i := range e.buckets {
+		wg.Go(e.buckets[i].rotate)
+	}
+	wg.Wait()
+
+	e.groupRejectedMu.Lock()
+	prevSK := e.groupRejectedSketchPrev
+	prevSK.Reset()
+	e.groupRejectedSketchPrev = e.groupRejectedSketch
+	e.groupRejectedSketch = prevSK
+	e.groupRejectedMu.Unlock()
+}
+
+type estimatorBucket struct {
+	mu sync.Mutex
+
+	groupBy          []string
+	groupLimit       int64
+	extraLabels      map[string]string
+	interval         time.Duration
+	metricPrefix     string
+	groupByKeysLabel string
+	precision        uint8
+	sparse           bool
+
+	sketch     *hyperloglog.Sketch
+	prevSketch *hyperloglog.Sketch
+
+	groupSize  *atomic.Int64
+	groups     map[string]groupSketch
+	prevGroups map[string]groupSketch
+
+	groupRejectedMu     *sync.Mutex
+	groupRejectedSketch *hyperloglog.Sketch
+}
+
+func (eb *estimatorBucket) String() string {
+	return fmt.Sprintf(
+		"interval: %s; group_by: %v; extra_labels: %v", eb.interval, eb.groupBy, eb.extraLabels)
+}
+
+func (eb *estimatorBucket) reset() {
+	eb.mu.Lock()
+	defer eb.mu.Unlock()
+
+	if len(eb.groupBy) == 0 {
+		eb.prevSketch.Reset()
+		eb.sketch.Reset()
+		return
+	}
+
+	eb.groups = make(map[string]groupSketch)
+	eb.prevGroups = make(map[string]groupSketch)
+}
+
+func (eb *estimatorBucket) rotate() {
+	if len(eb.groupBy) == 0 {
+		eb.mu.Lock()
+		eb.prevSketch = eb.sketch
+		eb.sketch = eb.newSketch()
+		eb.mu.Unlock()
+		return
+	}
+
+	eb.mu.Lock()
+	eb.prevGroups = eb.groups
+	eb.groups = make(map[string]groupSketch, len(eb.groups))
+	eb.mu.Unlock()
+
+	eb.groupSize.Add(int64(len(eb.prevGroups)))
+}
+
+func (eb *estimatorBucket) insert(ts protoparser.TimeSerie, groupValuesKey string, groupValues []string) {
+	eb.mu.Lock()
+	defer eb.mu.Unlock()
+
+	if len(eb.groupBy) == 0 {
+		eb.sketch.InsertHash(ts.Fingerprint)
+		return
+	}
+
+	gsk, ok := eb.groups[groupValuesKey]
+	if !ok {
+		if _, ok := eb.prevGroups[groupValuesKey]; !ok {
+			groupSize := eb.groupSize.Load()
+			if groupSize+1 > eb.groupLimit {
+				eb.groupRejectedMu.Lock()
+				eb.groupRejectedSketch.InsertHash(hash([]byte(groupValuesKey)))
+				eb.groupRejectedMu.Unlock()
+				return
+			}
+
+			eb.groupSize.Add(1)
+		}
+
+		formatBuf := make([]byte, 0, 1024)
+		formatBuf = strconv.AppendQuote(formatBuf, groupValuesKey)
+		for i := range groupValues {
+			formatBuf = append(formatBuf, ',')
+			if eb.groupBy[i] == `__name__` {
+				formatBuf = append(formatBuf, `by__name__`...)
+			} else {
+				formatBuf = append(formatBuf, `by_`...)
+				formatBuf = append(formatBuf, eb.groupBy[i]...)
+			}
+			formatBuf = append(formatBuf, '=')
+			formatBuf = strconv.AppendQuote(formatBuf, groupValues[i])
+		}
+		formatBuf = append(formatBuf, `} `...)
+
+		gsk = groupSketch{
+			groupValueLabels: bytesutil.ToUnsafeString(formatBuf),
+
+			Sketch: eb.newSketch(),
+		}
+
+		eb.groups[strings.Clone(groupValuesKey)] = gsk
+	}
+	gsk.InsertHash(ts.Fingerprint)
+}
+
+func (eb *estimatorBucket) writeNoGroupMetric(res *hyperloglog.Sketch) {
+	eb.mu.Lock()
+	defer eb.mu.Unlock()
+
+	eb.mergeSketches(eb.sketch, eb.prevSketch, res)
+}
+
+func (eb *estimatorBucket) writeGroupMetrics(w io.Writer, res *hyperloglog.Sketch, formatBuf []byte) []byte {
+	eb.mu.Lock()
+	defer eb.mu.Unlock()
+
+	prefixLen := len(formatBuf)
+
+	for valuesKey, gsk := range eb.groups {
+		res.Reset()
+		formatBuf = formatBuf[:prefixLen]
+
+		formatBuf = append(formatBuf, gsk.groupValueLabels...)
+
+		eb.mergeSketches(gsk.Sketch, eb.prevGroups[valuesKey].Sketch, res)
+		formatBuf = strconv.AppendUint(formatBuf, res.Estimate(), 10)
+		formatBuf = append(formatBuf, "\n"...)
+		if _, err := w.Write(formatBuf); err != nil {
+			logger.Errorf("writing metrics failed: %s; written cardinality metrics might be incomplete or invalid", err)
+		}
+	}
+
+	for valuesKey := range eb.prevGroups {
+		if _, ok := eb.groups[valuesKey]; ok {
+
+			continue
+		}
+
+		res.Reset()
+		formatBuf = formatBuf[:prefixLen]
+
+		gsk := eb.prevGroups[valuesKey]
+		formatBuf = append(formatBuf, gsk.groupValueLabels...)
+
+		eb.mergeSketches(nil, eb.prevGroups[valuesKey].Sketch, res)
+		formatBuf = strconv.AppendUint(formatBuf, res.Estimate(), 10)
+		formatBuf = append(formatBuf, "\n"...)
+		if _, err := w.Write(formatBuf); err != nil {
+			logger.Errorf("writing metrics failed: %s; written cardinality metrics might be incomplete or invalid", err)
+		}
+	}
+
+	return formatBuf[:prefixLen]
+}
+
+func (eb *estimatorBucket) mergeSketches(cur, prev, res *hyperloglog.Sketch) {
+	if err := res.Merge(cur); err != nil {
+		panic(err)
+	}
+	if prev != nil {
+		if err := res.Merge(prev); err != nil {
+			panic(err)
+		}
+	}
+}
+
+func (eb *estimatorBucket) newSketch() *hyperloglog.Sketch {
+	return mustNewSketch(eb.precision, eb.sparse)
+}
+
+type groupSketch struct {
+	groupValueLabels string
+
+	*hyperloglog.Sketch
+}
+
+func mustNewGroupRejectSketch() *hyperloglog.Sketch {
+	return mustNewSketch(10, true)
+}
+
+func mustNewSketch(precision uint8, sparse bool) *hyperloglog.Sketch {
+	sk, err := hyperloglog.NewSketch(precision, sparse)
+	if err != nil {
+		panic(fmt.Sprintf("cannot create HLL sketch with precision=%d and sparse=%v: %s", precision, sparse, err))
+	}
+
+	return sk
+}
+
+func hash(v []byte) uint64 {
+	return metro.Hash64(v, 1337)
+}

app/vmestimator/estimator_timing_test.go

@@ -0,0 +1,274 @@
+package main
+
+import (
+	"fmt"
+	"io"
+	"testing"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/app/vmestimator/protoparser"
+)
+
+func BenchmarkEstimator_WriteMetrics(b *testing.B) {
+	b.Run("NoGroup/NoPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{Interval: time.Hour})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 5_000, 0)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+
+	b.Run("NoGroup/WithPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{Interval: time.Hour})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 5_000, 0)
+		for _, eb := range e.buckets {
+			eb.rotate()
+		}
+		insertSeriesIntoEstimator(e, 5_000, 0)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+
+	b.Run("Group100/NoPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 5_000, 100)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+
+	b.Run("Group100/WithPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 5_000, 100)
+		for _, eb := range e.buckets {
+			eb.rotate()
+		}
+		insertSeriesIntoEstimator(e, 5_000, 100)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+
+	b.Run("Group10k/NoPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 50_000, 10_000)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+
+	b.Run("Group10k/WithPrev", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+		insertSeriesIntoEstimator(e, 50_000, 10_000)
+		for _, eb := range e.buckets {
+			eb.rotate()
+		}
+		insertSeriesIntoEstimator(e, 50_000, 10_000)
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			e.writeMetrics(io.Discard)
+		}
+	})
+}
+
+func BenchmarkEstimator_InsertManyParallel(b *testing.B) {
+	b.Run("NoGroup", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{Interval: time.Hour})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		b.RunParallel(func(pb *testing.PB) {
+			var i uint64
+			for pb.Next() {
+				e.insertMany([]protoparser.TimeSerie{{Fingerprint: i}})
+				i++
+			}
+		})
+	})
+
+	b.Run("Group100", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		b.RunParallel(func(pb *testing.PB) {
+			var i uint64
+			for pb.Next() {
+				e.insertMany([]protoparser.TimeSerie{{
+					GroupLabels: []protoparser.Label{{Name: "groupLabel", Value: fmt.Sprintf("%d", i%100)}},
+					Fingerprint: i,
+				}})
+				i++
+			}
+		})
+	})
+
+	b.Run("Group10k", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		b.RunParallel(func(pb *testing.PB) {
+			var i uint64
+			for pb.Next() {
+				e.insertMany([]protoparser.TimeSerie{{
+					GroupLabels: []protoparser.Label{{Name: "groupLabel", Value: fmt.Sprintf("%d", i%10_000)}},
+					Fingerprint: i,
+				}})
+				i++
+			}
+		})
+	})
+
+	b.Run("Group100k", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{
+			GroupBy:  []string{"groupLabel"},
+			Interval: time.Hour,
+		})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		b.RunParallel(func(pb *testing.PB) {
+			var i uint64
+			for pb.Next() {
+				e.insertMany([]protoparser.TimeSerie{{
+					GroupLabels: []protoparser.Label{{Name: "groupLabel", Value: fmt.Sprintf("%d", i%100_000)}},
+					Fingerprint: i,
+				}})
+				i++
+			}
+		})
+	})
+}
+
+// BenchmarkEstimator_InsertRotateCycle benchmarks the insert→rotate→insert cycle
+// for the global (no-group) estimator in two HLL regimes:
+//   - Sparse: 1 000 series per interval (sketch stays in sparse mode)
+//   - Normal: 30 000 series per interval (sketch converts to dense mode)
+func BenchmarkEstimator_InsertRotateCycle(b *testing.B) {
+	b.Run("SparseHLL", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{Interval: time.Hour})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			insertSeriesIntoEstimator(e, 1_000, 0)
+			e.rotate()
+		}
+	})
+
+	b.Run("NormalHLL", func(b *testing.B) {
+		e, err := newEstimator(EstimatorConfig{Interval: time.Hour})
+		if err != nil {
+			b.Fatalf("newEstimator: %v", err)
+		}
+		defer e.stop()
+
+		b.ResetTimer()
+		b.ReportAllocs()
+		for i := 0; i < b.N; i++ {
+			insertSeriesIntoEstimator(e, 30_000, 0)
+			e.rotate()
+		}
+	})
+}
+
+// insertSeriesIntoEstimator inserts numSeries time series into e.
+// When groupsNum > 0 each series gets a "groupLabel" cycling through groupsNum values.
+func insertSeriesIntoEstimator(e *estimator, numSeries, groupsNum int) {
+	for i := 0; i < numSeries; i++ {
+		var labels []protoparser.Label
+		if groupsNum > 0 {
+			labels = append(labels, protoparser.Label{
+				Name:  "groupLabel",
+				Value: fmt.Sprintf("%d", i%groupsNum),
+			})
+		}
+		e.insertMany([]protoparser.TimeSerie{
+			{
+				GroupLabels: labels,
+				Fingerprint: hash([]byte(fmt.Sprintf("foobarbaz%d", i))),
+			},
+		})
+	}
+}

app/vmestimator/etimator_test.go

@@ -0,0 +1,595 @@
+package main
+
+import (
+	"bytes"
+	"encoding/binary"
+	"fmt"
+	"sort"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/app/vmestimator/protoparser"
+)
+
+func TestGlobalEstimate(t *testing.T) {
+	genCard := func(cardinality int, seed string) func(e *estimator) {
+		return func(e *estimator) {
+			var tss []protoparser.TimeSerie
+			fpBuf := make([]byte, 8, 8+len(seed))
+			for i := 0; i < cardinality; i++ {
+				binary.LittleEndian.PutUint64(fpBuf[:8], uint64(i))
+				fpBuf = append(fpBuf, seed...)
+				tss = append(tss, protoparser.TimeSerie{
+					Fingerprint: hash(fpBuf[:]),
+				})
+
+				if i%10 == 0 {
+					e.insertMany(tss)
+					tss = tss[:0]
+				}
+			}
+			if len(tss) > 0 {
+				e.insertMany(tss)
+			}
+		}
+	}
+
+	f := func(gen func(e *estimator), expMetric string) {
+		t.Helper()
+
+		cfg := EstimatorConfig{
+			Interval: time.Minute * 10,
+			Buckets:  5,
+		}
+
+		e, err := newEstimator(cfg)
+		if err != nil {
+			t.Fatalf("failed to create new estimator: %v", err)
+		}
+		defer e.stop()
+
+		gen(e)
+
+		if len(e.buckets) != cfg.Buckets {
+			t.Fatalf("expected buckets length to be %d but got %d", cfg.Buckets, len(e.buckets))
+		}
+		for i, eb := range e.buckets {
+			if len(eb.groupBy) > 0 {
+				t.Fatalf("expected bucket %d groupBy length to be 0 but got %d", i, len(eb.groupBy))
+			}
+			if eb.groups != nil {
+				t.Fatalf("expected bucket %d groups length to be 0 but got %d", i, len(eb.groups))
+			}
+			if eb.groupSize.Load() != 0 {
+				t.Fatalf("expected bucket %d groupSize to be 0 but got %d", i, eb.groupSize.Load())
+			}
+		}
+
+		buf := bytes.NewBuffer(nil)
+		e.writeMetrics(buf)
+
+		if strings.TrimSpace(buf.String()) != expMetric {
+			t.Fatalf("\nexpected:\n%s\n\ngot:\n%s", expMetric, buf.String())
+		}
+	}
+
+	// no previous
+	f(genCard(0, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genCard(1, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 1`)
+	f(genCard(10, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 10`)
+	f(genCard(100, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 100`)
+	f(genCard(1000, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 1000`)
+	f(genCard(5000, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 4998`)
+	f(genCard(10000, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 9920`)
+	f(genCard(100000, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 99658`)
+	f(genCard(500000, ""), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 496552`)
+
+	// rotate once
+	genRotateOnce := func(cardinality int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(cardinality, "")(e)
+			e.rotate()
+		}
+	}
+	f(genRotateOnce(0), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateOnce(1), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 1`)
+	f(genRotateOnce(10), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 10`)
+	f(genRotateOnce(100), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 100`)
+	f(genRotateOnce(1000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 1000`)
+	f(genRotateOnce(5000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 4998`)
+	f(genRotateOnce(10000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 9920`)
+	f(genRotateOnce(100000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 99658`)
+	f(genRotateOnce(500000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 496552`)
+
+	// insert, rotate insert the same
+	genInsertRotateInsertSameOnce := func(cardinality int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(cardinality/2, "")(e)
+			e.rotate()
+			genCard(cardinality/2, "")(e)
+		}
+	}
+	f(genInsertRotateInsertSameOnce(0), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genInsertRotateInsertSameOnce(1), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genInsertRotateInsertSameOnce(10), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 5`)
+	f(genInsertRotateInsertSameOnce(100), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 50`)
+	f(genInsertRotateInsertSameOnce(1000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 500`)
+	f(genInsertRotateInsertSameOnce(5000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 2499`)
+	f(genInsertRotateInsertSameOnce(10000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 4998`)
+	f(genInsertRotateInsertSameOnce(100000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 49529`)
+	f(genInsertRotateInsertSameOnce(200000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 99658`)
+
+	// insert, rotate insert
+	genInsertRotateInsertOnce := func(cardinality int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(cardinality/2, "one")(e)
+			e.rotate()
+			genCard(cardinality/2, "two")(e)
+		}
+	}
+	f(genInsertRotateInsertOnce(0), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genInsertRotateInsertOnce(1), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genInsertRotateInsertOnce(10), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 10`)
+	f(genInsertRotateInsertOnce(100), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 100`)
+	f(genInsertRotateInsertOnce(1000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 1000`)
+	f(genInsertRotateInsertOnce(5000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 5000`)
+	f(genInsertRotateInsertOnce(10000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 10058`)
+	f(genInsertRotateInsertOnce(100000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 99543`)
+	f(genInsertRotateInsertOnce(200000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 198814`)
+
+	// insert, rotate insert
+	genRotateTwoTimes := func(cardinality int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(cardinality, "")(e)
+			e.rotate()
+			e.rotate()
+		}
+	}
+	f(genRotateTwoTimes(0), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(1), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(10), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(100), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(1000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(5000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(10000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(100000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+	f(genRotateTwoTimes(500000), `cardinality_estimate{interval="10m0s",group_by_keys="__global__"} 0`)
+}
+
+func TestGroupEstimate(t *testing.T) {
+	genCard := func(fooCard, barCard, bazCard int, seed string) func(e *estimator) {
+		return func(e *estimator) {
+			var tss []protoparser.TimeSerie
+			for fooI := 0; fooI < max(1, fooCard); fooI++ {
+				for barI := 0; barI < max(1, barCard); barI++ {
+					for bazI := 0; bazI < max(1, bazCard); bazI++ {
+						ts := protoparser.TimeSerie{}
+						ts.GroupLabels = append(ts.GroupLabels, protoparser.Label{Name: "__name__", Value: "the_metric_name"})
+						if fooCard > 0 {
+							ts.GroupLabels = append(ts.GroupLabels, protoparser.Label{Name: "foo", Value: fmt.Sprintf("%s%d", seed, fooI)})
+						}
+						if barCard > 0 {
+							ts.GroupLabels = append(ts.GroupLabels, protoparser.Label{Name: "bar", Value: fmt.Sprintf("%s%d", seed, barI)})
+						}
+						if bazCard > 0 {
+							ts.GroupLabels = append(ts.GroupLabels, protoparser.Label{Name: "baz", Value: fmt.Sprintf("%s%d", seed, bazI)})
+						}
+						var fpBuf []byte
+						for _, l := range ts.GroupLabels {
+							fpBuf = append(fpBuf, l.Name...)
+							fpBuf = append(fpBuf, '=')
+							fpBuf = append(fpBuf, l.Value...)
+							fpBuf = append(fpBuf, ',')
+						}
+						fpBuf = append(fpBuf, seed...)
+						ts.Fingerprint = hash(fpBuf)
+						tss = append(tss, ts)
+					}
+				}
+			}
+			e.insertMany(tss)
+		}
+	}
+
+	f := func(groupBy []string, gen func(e *estimator), expMetrics string) {
+		t.Helper()
+
+		cfg := EstimatorConfig{
+			Interval: time.Minute * 10,
+			GroupBy:  groupBy,
+			Buckets:  5,
+		}
+
+		e, err := newEstimator(cfg)
+		if err != nil {
+			t.Fatalf("failed to create new estimator: %v", err)
+		}
+		defer e.stop()
+
+		gen(e)
+
+		if len(e.buckets) != cfg.Buckets {
+			t.Fatalf("expected buckets length to be %d but got %d", cfg.Buckets, len(e.buckets))
+		}
+		for i, eb := range e.buckets {
+			if eb.sketch != nil {
+				t.Fatalf("expected bucket %d sketch to be nil", i)
+			}
+			if eb.prevSketch != nil {
+				t.Fatalf("expected bucket %d prevSketch to be nil", i)
+			}
+		}
+
+		buf := bytes.NewBuffer(nil)
+		e.writeMetrics(buf)
+
+		lines := strings.Split(strings.TrimSpace(buf.String()), "\n")
+		sort.Strings(lines)
+		actMetrics := "\n" + strings.Join(lines, "\n")
+
+		if expMetrics != actMetrics {
+			t.Fatalf("\nexpected:\n%s\n\ngot:\n%s", expMetrics, actMetrics)
+		}
+	}
+
+	// group by metric name
+	f([]string{"__name__"}, genCard(10, 10, 10, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="__name__"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="__name__",group_by_values="the_metric_name",by__name__="the_metric_name"} 1000`,
+	)
+
+	// time series does not contribute to a group
+	f([]string{"foo"}, genCard(0, 10, 10, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 0`,
+	)
+	f([]string{"foo", "bar"}, genCard(0, 0, 10, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 0`,
+	)
+
+	// group by one label
+	f([]string{"foo"}, genCard(1, 1, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1`,
+	)
+	f([]string{"foo"}, genCard(1, 2, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 2`,
+	)
+	f([]string{"foo"}, genCard(1, 10, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 10`,
+	)
+	f([]string{"foo"}, genCard(1, 100, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 100`,
+	)
+	f([]string{"foo"}, genCard(1, 1000, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1000`,
+	)
+	f([]string{"foo"}, genCard(1, 10000, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 9957`,
+	)
+	f([]string{"foo"}, genCard(1, 50000, 0, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 50387`,
+	)
+	f([]string{"foo"}, genCard(1, 1, 1, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1`,
+	)
+	f([]string{"foo"}, genCard(1, 2, 2, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 4`,
+	)
+	f([]string{"foo"}, genCard(1, 10, 10, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 100`,
+	)
+	f([]string{"foo"}, genCard(1, 100, 100, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 9954`,
+	)
+	f([]string{"foo"}, genCard(1, 1000, 1000, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1013124`,
+	)
+
+	// group by one label, rotate
+	genCardRotate := func(fooCard, barCard, bazCard int, seed string) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(fooCard, barCard, bazCard, seed)(e)
+			e.rotate()
+		}
+	}
+	f([]string{"foo"}, genCardRotate(1, 10, 10, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 100`,
+	)
+	f([]string{"foo"}, genCardRotate(1, 1000, 1000, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1013124`,
+	)
+
+	// group by one label, rotate, insert same
+	genCardRotateInsertSame := func(barCard, bazCard int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(1, barCard, bazCard, "")(e)
+			e.rotate()
+			genCard(1, barCard, bazCard, "")(e)
+		}
+	}
+	f([]string{"foo"}, genCardRotateInsertSame(10, 10), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 100`,
+	)
+	f([]string{"foo"}, genCardRotateInsertSame(1000, 1000), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="0",by_foo="0"} 1013124`,
+	)
+
+	// group by one label, rotate, insert diff
+	genCardRotateInsertDiff := func(barCard, bazCard int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(1, barCard, bazCard, "one")(e)
+			e.rotate()
+			genCard(1, barCard, bazCard, "two")(e)
+		}
+	}
+	f([]string{"foo"}, genCardRotateInsertDiff(10, 10), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 2
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="one0",by_foo="one0"} 100
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="two0",by_foo="two0"} 100`,
+	)
+	f([]string{"foo"}, genCardRotateInsertDiff(1000, 1000), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 2
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="one0",by_foo="one0"} 995153
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="two0",by_foo="two0"} 992158`,
+	)
+
+	// group by one label, rotate, insert diff
+	genCardRotateTwice := func(barCard, bazCard int) func(e *estimator) {
+		return func(e *estimator) {
+			genCard(1, barCard, bazCard, "one")(e)
+			e.rotate()
+			e.rotate()
+		}
+	}
+	f([]string{"foo"}, genCardRotateTwice(10, 10), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 0`,
+	)
+	f([]string{"foo"}, genCardRotateTwice(1000, 1000), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 0`,
+	)
+
+	// group by two labels
+	f([]string{"foo", "bar"}, genCard(1, 1, 1000, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,0",by_foo="0",by_bar="0"} 1000`,
+	)
+	f([]string{"foo", "bar"}, genCard(2, 1, 1000, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 2
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,0",by_foo="0",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,0",by_foo="1",by_bar="0"} 1000`,
+	)
+	f([]string{"foo", "bar"}, genCard(2, 2, 1000, ""), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 4
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,0",by_foo="0",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,1",by_foo="0",by_bar="1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,0",by_foo="1",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,1",by_foo="1",by_bar="1"} 1000`,
+	)
+
+	// group by two labels, rotate
+	genCardTwoLabelsRotate := func() func(e *estimator) {
+		return func(e *estimator) {
+			genCard(2, 2, 1000, "")(e)
+			e.rotate()
+		}
+	}
+	f([]string{"foo", "bar"}, genCardTwoLabelsRotate(), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 4
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,0",by_foo="0",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,1",by_foo="0",by_bar="1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,0",by_foo="1",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,1",by_foo="1",by_bar="1"} 1000`,
+	)
+
+	// group by two labels, rotate, insert same
+	genCardTwoLabelsRotateInsertSame := func() func(e *estimator) {
+		return func(e *estimator) {
+			genCard(2, 2, 1000, "")(e)
+			e.rotate()
+			genCard(2, 2, 1000, "")(e)
+		}
+	}
+	f([]string{"foo", "bar"}, genCardTwoLabelsRotateInsertSame(), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 4
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,0",by_foo="0",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="0,1",by_foo="0",by_bar="1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,0",by_foo="1",by_bar="0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="1,1",by_foo="1",by_bar="1"} 1000`,
+	)
+
+	// group by two labels, rotate, insert diff
+	genCardTwoLabelsRotateInsertDiff := func() func(e *estimator) {
+		return func(e *estimator) {
+			genCard(2, 2, 1000, "one")(e)
+			e.rotate()
+			genCard(2, 2, 1000, "two")(e)
+		}
+	}
+	f([]string{"foo", "bar"}, genCardTwoLabelsRotateInsertDiff(), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 8
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="one0,one0",by_foo="one0",by_bar="one0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="one0,one1",by_foo="one0",by_bar="one1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="one1,one0",by_foo="one1",by_bar="one0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="one1,one1",by_foo="one1",by_bar="one1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="two0,two0",by_foo="two0",by_bar="two0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="two0,two1",by_foo="two0",by_bar="two1"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="two1,two0",by_foo="two1",by_bar="two0"} 1000
+cardinality_estimate{interval="10m0s",group_by_keys="foo,bar",group_by_values="two1,two1",by_foo="two1",by_bar="two1"} 1000`,
+	)
+
+	// group by two labels, rotate, insert diff
+	genCardTwoLabelsRotateTwice := func() func(e *estimator) {
+		return func(e *estimator) {
+			genCard(2, 2, 1000, "one")(e)
+			e.rotate()
+			e.rotate()
+		}
+	}
+	f([]string{"foo", "bar"}, genCardTwoLabelsRotateTwice(), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo,bar"} 0`,
+	)
+
+	// quote values: label values with special characters must be properly escaped
+	genSpecialCard := func(fooVal string) func(e *estimator) {
+		return func(e *estimator) {
+			e.insertMany([]protoparser.TimeSerie{
+				{
+					GroupLabels: []protoparser.Label{{Name: "foo", Value: fooVal}},
+					Fingerprint: hash([]byte("foo=" + fooVal + ",")),
+				},
+			})
+		}
+	}
+
+	// double quote in value
+	f([]string{"foo"}, genSpecialCard(`a"b`), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a\"b",by_foo="a\"b"} 1`,
+	)
+
+	f([]string{"foo"}, genSpecialCard(`a\b`), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a\\b",by_foo="a\\b"} 1`,
+	)
+
+	f([]string{"foo"}, genSpecialCard("a\nb"), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a\nb",by_foo="a\nb"} 1`,
+	)
+
+	f([]string{"foo"}, genSpecialCard("a\tb"), `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a\tb",by_foo="a\tb"} 1`,
+	)
+}
+
+func TestGroupEstimateGroupLimit(t *testing.T) {
+	makeTS := func(fooVal string) protoparser.TimeSerie {
+		return protoparser.TimeSerie{
+			GroupLabels: []protoparser.Label{{Name: "foo", Value: fooVal}},
+			Fingerprint: hash([]byte("foo=" + fooVal + ",")),
+		}
+	}
+
+	f := func(groupLimit int, gen func(e *estimator), expRejected int, expMetrics string) {
+		t.Helper()
+
+		cfg := EstimatorConfig{
+			Interval:   time.Minute * 10,
+			GroupBy:    []string{"foo"},
+			GroupLimit: groupLimit,
+			Buckets:    3,
+		}
+
+		e, err := newEstimator(cfg)
+		if err != nil {
+			t.Fatalf("failed to create new estimator: %v", err)
+		}
+		defer e.stop()
+
+		gen(e)
+
+		buf := bytes.NewBuffer(nil)
+		e.writeMetrics(buf)
+
+		lines := strings.Split(strings.TrimSpace(buf.String()), "\n")
+		sort.Strings(lines)
+		actMetrics := "\n" + strings.Join(lines, "\n")
+
+		if expMetrics != actMetrics {
+			t.Fatalf("\nexpected:\n%s\n\ngot:\n%s", expMetrics, actMetrics)
+		}
+
+		var actRejected int
+		if e.buckets[0].groupRejectedSketch != nil {
+			actRejected = int(e.buckets[0].groupRejectedSketch.Estimate())
+		}
+		if expRejected != actRejected {
+			t.Fatalf("rejected expected: %d; got: %d", expRejected, actRejected)
+		}
+	}
+
+	// all groups accepted
+	f(3, func(e *estimator) {
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("b"), makeTS("c")})
+	}, 0, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 3
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a",by_foo="a"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="b",by_foo="b"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="c",by_foo="c"} 1`,
+	)
+
+	// 2 groups only accepted
+	f(2, func(e *estimator) {
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("b"), makeTS("c")})
+	}, 1, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 3
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a",by_foo="a"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="b",by_foo="b"} 1`,
+	)
+
+	// one group only accepted
+	f(1, func(e *estimator) {
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("b"), makeTS("c")})
+	}, 2, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 3
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a",by_foo="a"} 1`,
+	)
+
+	// after rotate: groups in prevGroups bypass the limit; new groups are still checked
+	f(2, func(e *estimator) {
+		// fills limit
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("b")})
+		e.rotate()
+		// "a" bypasses, "c" rejected
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("c")})
+	}, 1, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 3
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a",by_foo="a"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="b",by_foo="b"} 1`,
+	)
+
+	// after rotate: new group accepted when remaining capacity allows
+	f(3, func(e *estimator) {
+		// 2 groups, limit=3
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("b")})
+		e.rotate()
+		// "a" bypasses, "c" accepted (2+1=3 <= 3)
+		e.insertMany([]protoparser.TimeSerie{makeTS("a"), makeTS("c")})
+	}, 0, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 3
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a",by_foo="a"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="b",by_foo="b"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="c",by_foo="c"} 1`,
+	)
+
+	// reject 100
+	f(3, func(e *estimator) {
+		var tss []protoparser.TimeSerie
+		for i := 0; i < 103; i++ {
+			tss = append(tss, makeTS(fmt.Sprintf("a%d", i)))
+		}
+		e.insertMany(tss)
+	}, 100, `
+cardinality_estimate{interval="10m0s",group_by_keys="__group__",group_by_values="foo"} 103
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a0",by_foo="a0"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a1",by_foo="a1"} 1
+cardinality_estimate{interval="10m0s",group_by_keys="foo",group_by_values="a2",by_foo="a2"} 1`,
+	)
+}

app/vmestimator/main.go

@@ -0,0 +1,123 @@
+package main
+
+import (
+	"flag"
+	"io"
+	"net/http"
+	"os"
+	"strings"
+	"time"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/app/vmestimator/protoparser"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/buildinfo"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/envflag"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/flagutil"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/httpserver"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/procutil"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/pushmetrics"
+	"github.com/VictoriaMetrics/metrics"
+)
+
+var (
+	httpListenAddrs = flagutil.NewArrayString("httpListenAddr", "TCP address to listen for incoming HTTP requests")
+	configPath      = flag.String("config", "config.yaml", "Path to YAML configuration file")
+
+	prometheusWriteRequests = metrics.NewCounter(`vmestimator_http_requests_total{path="/api/v1/write", protocol="promremotewrite"}`)
+)
+
+func main() {
+	flag.CommandLine.SetOutput(os.Stdout)
+	envflag.Parse()
+	buildinfo.Init()
+	logger.Init()
+
+	cfg, err := loadConfig(*configPath)
+	if err != nil {
+		logger.Fatalf("cannot load config: %v", err)
+	}
+
+	estimators := make([]*estimator, 0, len(cfg.Streams))
+	for _, ec := range cfg.Streams {
+		e, err := newEstimator(ec)
+		if err != nil {
+			logger.Fatalf("cannot create estimator: %v", err)
+		}
+		estimators = append(estimators, e)
+	}
+
+	if *cardinalityMetricsExposeAt == `/metrics` {
+		metrics.RegisterMetricsWriter(func(w io.Writer) {
+			writeCardinalityMetrics(w, estimators)
+		})
+	}
+
+	groupLabelsMap := make(map[string]struct{})
+	for _, e := range estimators {
+		for _, l := range e.groupBy {
+			groupLabelsMap[l] = struct{}{}
+		}
+	}
+
+	groupLabels := make([]string, 0, len(groupLabelsMap))
+	for k := range groupLabelsMap {
+		groupLabels = append(groupLabels, k)
+	}
+
+	listenAddrs := *httpListenAddrs
+	if len(listenAddrs) == 0 {
+		listenAddrs = []string{":8490"}
+	}
+
+	logger.Infof("starting vmestimator at %q", listenAddrs)
+	startTime := time.Now()
+
+	go httpserver.Serve(listenAddrs, func(w http.ResponseWriter, r *http.Request) bool {
+		cmPath := *cardinalityMetricsExposeAt
+		if cmPath != "/metrics" && cmPath != "" && r.URL.Path == cmPath {
+			w.WriteHeader(http.StatusOK)
+			writeCardinalityMetrics(w, estimators)
+			return true
+		}
+
+		path, _ := strings.CutPrefix(r.URL.Path, `/cardinality`)
+		switch path {
+		case "/api/v1/write":
+			prometheusWriteRequests.Inc()
+			err := protoparser.Parse(r.Body, groupLabels, func(tss []protoparser.TimeSerie) {
+				for _, e := range estimators {
+					e.insertMany(tss)
+				}
+			})
+			if err != nil {
+				httpserver.Errorf(w, r, "error parsing remote write request: %s", err)
+				return true
+			}
+			w.WriteHeader(http.StatusNoContent)
+			return true
+		case "/reset":
+			for _, e := range estimators {
+				e.reset()
+			}
+			w.WriteHeader(http.StatusOK)
+			return true
+		}
+		return false
+	}, httpserver.ServeOptions{})
+
+	logger.Infof("started vmestimator in %.3f seconds", time.Since(startTime).Seconds())
+
+	pushmetrics.Init()
+	sig := procutil.WaitForSigterm()
+	logger.Infof("received signal %s", sig)
+	pushmetrics.Stop()
+
+	logger.Infof("gracefully shutting down webservice at %q", listenAddrs)
+	if err := httpserver.Stop(listenAddrs); err != nil {
+		logger.Errorf("cannot stop http server: %s", err)
+	}
+	for _, e := range estimators {
+		e.stop()
+	}
+	logger.Infof("shutting down vmestimator")
+}

app/vmestimator/protoparser/streamparser.go

@@ -0,0 +1,78 @@
+package protoparser
+
+import (
+	"fmt"
+	"io"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding/snappy"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/fasttime"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/flagutil"
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/protoparser/protoparserutil"
+	"github.com/VictoriaMetrics/metrics"
+)
+
+var maxInsertRequestSize = flagutil.NewBytes("maxInsertRequestSize", 32*1024*1024, "The maximum size in bytes of a single Prometheus remote_write API request")
+
+// Parse parses Prometheus remote_write message from reader and calls callback for the parsed timeseries.
+//
+// callback shouldn't hold tss after returning.
+func Parse(r io.Reader, groupLabels []string, callback func(tss []TimeSerie)) error {
+	startTime := fasttime.UnixTimestamp()
+
+	readCalls.Inc()
+	err := protoparserutil.ReadUncompressedData(r, "", maxInsertRequestSize, func(data []byte) error {
+		return parseRequestBody(data, groupLabels, callback)
+	})
+	if err != nil {
+		readErrors.Inc()
+		return fmt.Errorf("cannot read prometheus remote_write data from client in %d seconds: %w", fasttime.UnixTimestamp()-startTime, err)
+	}
+	return nil
+}
+
+func parseRequestBody(data []byte, groupLabels []string, callback func(tss []TimeSerie)) error {
+	// Synchronously process the request in order to properly return errors to Parse caller,
+	// so it could properly return HTTP 503 status code in response.
+	// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/896
+	bb := bodyBufferPool.Get()
+	defer bodyBufferPool.Put(bb)
+
+	if encoding.IsZstd(data) {
+		var err error
+		bb.B, err = encoding.DecompressZSTDLimited(bb.B[:0], data, maxInsertRequestSize.IntN())
+		if err != nil {
+			return fmt.Errorf("cannot decompress zstd-encoded request with length %d: %w", len(data), err)
+		}
+	} else {
+		var err error
+		bb.B, err = snappy.Decode(bb.B, data, maxInsertRequestSize.IntN())
+		if err != nil {
+			return fmt.Errorf("cannot decompress snappy-encoded request with length %d: %w", len(data), err)
+		}
+	}
+	if int64(len(bb.B)) > maxInsertRequestSize.N {
+		return fmt.Errorf("too big unpacked request; mustn't exceed `-maxInsertRequestSize=%d` bytes; got %d bytes", maxInsertRequestSize.N, len(bb.B))
+	}
+	wru := getWriteRequestUnmarshaler()
+	defer putWriteRequestUnmarshaler(wru)
+	if err := wru.UnmarshalProtobuf(bb.B, groupLabels, func(tss []TimeSerie) {
+		rowsRead.Add(len(tss))
+		callback(tss)
+	}); err != nil {
+		unmarshalErrors.Inc()
+		return fmt.Errorf("cannot unmarshal prompb.WriteRequest with size %d bytes: %w", len(bb.B), err)
+	}
+
+	return nil
+}
+
+var bodyBufferPool bytesutil.ByteBufferPool
+
+var (
+	readCalls       = metrics.NewCounter(`vm_protoparser_read_calls_total{type="promremotewrite"}`)
+	readErrors      = metrics.NewCounter(`vm_protoparser_read_errors_total{type="promremotewrite"}`)
+	rowsRead        = metrics.NewCounter(`vm_protoparser_rows_read_total{type="promremotewrite"}`)
+	unmarshalErrors = metrics.NewCounter(`vm_protoparser_unmarshal_errors_total{type="promremotewrite"}`)
+)

app/vmestimator/protoparser/streamparser_timing_test.go

@@ -0,0 +1,67 @@
+package protoparser
+
+import (
+	"bytes"
+	"fmt"
+	"strings"
+	"testing"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/prompb"
+	"github.com/golang/snappy"
+)
+
+func BenchmarkParse(b *testing.B) {
+	data := buildSnappyEncodedWriteRequest(5000, 20, 20, 3)
+	groupLabels := []string{
+		"foo",
+		"bar",
+		"baz",
+		"__name__",
+		"job",
+		"groupLabel",
+	}
+
+	var cnt int
+
+	b.ResetTimer()
+	b.ReportAllocs()
+	b.SetBytes(int64(len(data)))
+	for b.Loop() {
+		err := Parse(bytes.NewReader(data), groupLabels, func(tss []TimeSerie) {
+			cnt += len(tss)
+		})
+		if err != nil {
+			b.Fatalf("stream.Parse: %v", err)
+		}
+	}
+}
+
+// buildSnappyEncodedWriteRequest builds a snappy-encoded protobuf WriteRequest
+// with numSeries time series, each having numLabels labels of labelSize bytes each.
+func buildSnappyEncodedWriteRequest(numSeries, numLabels, labelSize, groupsNum int) []byte {
+	labelValue := strings.Repeat("x", labelSize)
+
+	tss := make([]prompb.TimeSeries, numSeries)
+	for i := range tss {
+		labels := make([]prompb.Label, numLabels)
+		for j := range labels {
+			labels[j] = prompb.Label{
+				Name:  fmt.Sprintf("label%02d", j),
+				Value: fmt.Sprintf("val%05d_%s", i, labelValue),
+			}
+		}
+		labels = append(labels, prompb.Label{
+			Name:  "groupLabel",
+			Value: fmt.Sprintf("%d", i%groupsNum),
+		})
+
+		tss[i] = prompb.TimeSeries{
+			Labels:  labels,
+			Samples: []prompb.Sample{{Value: 1, Timestamp: 1000}},
+		}
+	}
+
+	wr := &prompb.WriteRequest{Timeseries: tss}
+	pbData := wr.MarshalProtobuf(nil)
+	return snappy.Encode(nil, pbData)
+}

app/vmestimator/protoparser/write_request.go

@@ -0,0 +1,170 @@
+package protoparser
+
+import (
+	"fmt"
+	"slices"
+	"sync"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
+	"github.com/VictoriaMetrics/easyproto"
+	"github.com/cespare/xxhash/v2"
+)
+
+type TimeSerie struct {
+	GroupLabels []Label
+	Fingerprint uint64
+}
+
+type Label struct {
+	Name  string
+	Value string
+}
+
+func getWriteRequestUnmarshaler() *writeRequestUnmarshaler {
+	v := wruPool.Get()
+	if v == nil {
+		return &writeRequestUnmarshaler{
+			tss:        make([]TimeSerie, 0, 1024),
+			labelsPool: make([]Label, 0, 4096),
+			d:          xxhash.New(),
+		}
+	}
+	return v.(*writeRequestUnmarshaler)
+}
+
+func putWriteRequestUnmarshaler(wru *writeRequestUnmarshaler) {
+	wru.Reset()
+	wruPool.Put(wru)
+}
+
+var wruPool sync.Pool
+
+// WriteRequestUnmarshaler is reusable unmarshaler for WriteRequest protobuf messages.
+//
+// It maintains internal pools for labels and samples to reduce memory allocations.
+// See UnmarshalProtobuf for details on how to use it.
+type writeRequestUnmarshaler struct {
+	tss        []TimeSerie
+	labelsPool []Label
+	d          *xxhash.Digest
+}
+
+// Reset resets wru, so it could be re-used.
+func (wru *writeRequestUnmarshaler) Reset() {
+	wru.tss = wru.tss[:0]
+	wru.labelsPool = wru.labelsPool[:0]
+	wru.d.Reset()
+}
+
+func (wru *writeRequestUnmarshaler) UnmarshalProtobuf(src []byte, groupLabels []string, callback func(tss []TimeSerie)) error {
+	wru.Reset()
+
+	var err error
+
+	tss := wru.tss
+
+	// message WriteRequest {
+	//    repeated TimeSeries timeseries = 1;
+	//    reserved 2;
+	//    repeated Metadata metadata = 3;
+	// }
+	labelsPool := wru.labelsPool
+	var fc easyproto.FieldContext
+	for len(src) > 0 {
+		if len(tss) >= cap(tss) {
+			callback(tss)
+			tss = tss[:0]
+			labelsPool = labelsPool[:0]
+		}
+
+		src, err = fc.NextField(src)
+		if err != nil {
+			return fmt.Errorf("cannot read the next field: %w", err)
+		}
+		switch fc.FieldNum {
+		case 1:
+			data, ok := fc.MessageData()
+			if !ok {
+				return fmt.Errorf("cannot read timeseries data")
+			}
+			tss = tss[:len(tss)+1]
+			ts := &tss[len(tss)-1]
+			d := wru.d
+			d.Reset()
+			labelsPool, err = ts.unmarshalProtobuf(data, groupLabels, labelsPool, d)
+			if err != nil {
+				return fmt.Errorf("cannot unmarshal timeseries: %w", err)
+			}
+		}
+	}
+
+	if len(tss) > 0 {
+		callback(tss)
+		tss = tss[:0]
+		labelsPool = labelsPool[:0]
+	}
+
+	wru.tss = tss[:0]
+	wru.labelsPool = labelsPool
+	wru.d.Reset()
+	return nil
+}
+
+func (ts *TimeSerie) unmarshalProtobuf(src []byte, groupLabels []string, labelsPool []Label, d *xxhash.Digest) ([]Label, error) {
+	// message TimeSeries {
+	//   repeated Label labels   = 1;
+	//   repeated Sample samples = 2;
+	// }
+
+	labelsPoolLen := len(labelsPool)
+	var fc easyproto.FieldContext
+	var lfc easyproto.FieldContext
+	for len(src) > 0 {
+		var err error
+		src, err = fc.NextField(src)
+		if err != nil {
+			return labelsPool, fmt.Errorf("cannot read the next field: %w", err)
+		}
+		switch fc.FieldNum {
+		case 1:
+			data, ok := fc.MessageData()
+			if !ok {
+				return labelsPool, fmt.Errorf("cannot read label data")
+			}
+
+			var nameBytes, valueBytes []byte
+			ldata := data
+			for len(ldata) > 0 {
+				ldata, err = lfc.NextField(ldata)
+				if err != nil {
+					return labelsPool, fmt.Errorf("cannot read label field: %w", err)
+				}
+				switch lfc.FieldNum {
+				case 1:
+					nameBytes, ok = lfc.Bytes()
+					if !ok {
+						return labelsPool, fmt.Errorf("cannot read label name")
+					}
+				case 2:
+					valueBytes, ok = lfc.Bytes()
+					if !ok {
+						return labelsPool, fmt.Errorf("cannot read label value")
+					}
+				}
+			}
+
+			_, _ = d.Write(data)
+
+			name := bytesutil.ToUnsafeString(nameBytes)
+			if slices.Contains(groupLabels, name) {
+				labelsPool = append(labelsPool, Label{
+					Name:  name,
+					Value: bytesutil.ToUnsafeString(valueBytes),
+				})
+			}
+		}
+	}
+	ts.GroupLabels = labelsPool[labelsPoolLen:]
+	ts.Fingerprint = d.Sum64()
+	return labelsPool, nil
+}

app/vmestimator/protoparser/write_request_timing_test.go

@@ -0,0 +1,86 @@
+package protoparser
+
+import (
+	"fmt"
+	"strings"
+	"testing"
+
+	"github.com/VictoriaMetrics/VictoriaMetrics/lib/prompb"
+)
+
+func BenchmarkWriteRequest_UnmarshalProtobuf(b *testing.B) {
+	var data = make([]byte, 0, 21_000_000)
+
+	f := func(rows, labels, labelSize, groupBy int) {
+		bName := fmt.Sprintf("Rows=%d/Labels=%d/LabelSize=%d/GroupBy=%d", rows, labels, labelSize, groupBy)
+		b.Run(bName, func(b *testing.B) {
+			data := buildEncodedWriteRequest(data, rows, labels, labelSize, groupBy)
+			groupLabels := []string{
+				"foo",
+				"bar",
+				"baz",
+				"__name__",
+				"job",
+				"groupLabel",
+			}
+
+			wru := getWriteRequestUnmarshaler()
+			cnt := 0
+
+			b.ResetTimer()
+			b.ReportAllocs()
+			b.SetBytes(int64(len(data)))
+			for b.Loop() {
+				wru.Reset()
+				if err := wru.UnmarshalProtobuf(data, groupLabels, func(tss []TimeSerie) {
+					cnt += len(tss)
+				}); err != nil {
+					b.Fatalf("unexpected error: %s", err)
+				}
+			}
+		})
+	}
+
+	f(5_000, 0, 0, 3)
+	f(5_000, 1, 20, 3)
+
+	f(1_000, 20, 20, 3)
+	f(5_000, 20, 20, 3)
+	f(10_000, 20, 20, 3)
+	f(20_000, 20, 20, 3)
+
+	// long label values
+	f(1_000, 20, 2000, 3)
+
+	// many labels
+	f(1_000, 2000, 100, 3)
+}
+
+// buildEncodedWriteRequest builds a snappy-encoded protobuf WriteRequest
+// with numSeries time series, each having numLabels labels of labelSize bytes each.
+func buildEncodedWriteRequest(dst []byte, numSeries, numLabels, labelSize, groupsNum int) []byte {
+	labelValue := strings.Repeat("x", labelSize)
+
+	tss := make([]prompb.TimeSeries, numSeries)
+	for i := range tss {
+		labels := make([]prompb.Label, numLabels)
+		for j := range labels {
+			labels[j] = prompb.Label{
+				Name:  fmt.Sprintf("label%02d", j),
+				Value: fmt.Sprintf("val%05d_%s", i, labelValue),
+			}
+		}
+		labels = append(labels, prompb.Label{
+			Name:  "groupLabel",
+			Value: fmt.Sprintf("%d", i%groupsNum),
+		})
+
+		tss[i] = prompb.TimeSeries{
+			Labels:  labels,
+			Samples: []prompb.Sample{{Value: 1, Timestamp: 1000}},
+		}
+	}
+
+	wr := &prompb.WriteRequest{Timeseries: tss}
+	return wr.MarshalProtobuf(dst[:0])
+}

app/vmui/packages/vmui/src/components/Chart/ChartTooltip/ChartTooltip.tsx

@@ -5,7 +5,7 @@ import uPlot from "uplot";
 import Button from "../../Main/Button/Button";
 import { CloseIcon, DragIcon } from "../../Main/Icons";
 import { SeriesItemStatsFormatted } from "../../../types";
-import { STATS_ORDER } from "../../../constants/graph";
+import { STATS_ORDER_TOOLTIP } from "../../../constants/graph";
 
 export interface ChartTooltipProps {
   u?: uPlot;
@@ -164,7 +164,7 @@ const ChartTooltip: FC<ChartTooltipProps> = ({
       </div>
       {statsFormatted && (
         <table className="vm-chart-tooltip-stats">
-          {STATS_ORDER.map((key, i) => (
+          {STATS_ORDER_TOOLTIP.map((key, i) => (
             <div
               className="vm-chart-tooltip-stats-row"
               key={i}

app/vmui/packages/vmui/src/components/Chart/Line/Legend/LegendConfigs/LegendConfigs.tsx

@@ -61,7 +61,7 @@ const LegendConfigs: FC<Props> = ({ data, isCompact }) => {
       label: "Hide Statistics",
       value: hideStats,
       onChange: onChangeStats,
-      info: "If enabled, hides the display of min, median, and max values.",
+      info: "If enabled, hides the display of min, median, max, and last values.",
     }
   ];
 

app/vmui/packages/vmui/src/components/Chart/Line/Legend/LegendItem/LegendItem.tsx

@@ -5,7 +5,7 @@ import "./style.scss";
 import classNames from "classnames";
 import { getFreeFields } from "./helpers";
 import useCopyToClipboard from "../../../../../hooks/useCopyToClipboard";
-import { STATS_ORDER } from "../../../../../constants/graph";
+import { STATS_ORDER_LEGEND } from "../../../../../constants/graph";
 import { useShowStats } from "../hooks/useShowStats";
 import { useLegendFormat } from "../hooks/useLegendFormat";
 import { getLabelAlias } from "../../../../../utils/metric";
@@ -80,7 +80,7 @@ const LegendItem: FC<LegendItemProps> = ({ legend, onChange, duplicateFields })
       </div>
       {!hideStats && showStats && (
         <div className="vm-legend-item-stats">
-          {STATS_ORDER.map((key, i) => (
+          {STATS_ORDER_LEGEND.map((key, i) => (
             <div
               className="vm-legend-item-stats-row"
               key={i}

app/vmui/packages/vmui/src/components/Chart/Line/Legend/LegendViews/LegendTable.tsx

@@ -4,11 +4,11 @@ import "./style.scss";
 import { LegendItemType } from "../../../../../types";
 import { MouseEvent } from "react";
 import classNames from "classnames";
-import { STATS_ORDER } from "../../../../../constants/graph";
+import { STATS_ORDER_LEGEND } from "../../../../../constants/graph";
 import { useShowStats } from "../hooks/useShowStats";
 import { getValueByPath } from "../../../../../utils/object";
 
-const statsColumns = STATS_ORDER.map(k => ({
+const statsColumns = STATS_ORDER_LEGEND.map(k => ({
   key: `statsFormatted.${k}`,
   title: k
 }));

app/vmui/packages/vmui/src/constants/graph.ts

@@ -26,4 +26,5 @@ export const GRAPH_SIZES: GraphSize[] = [
   },
 ];
 
-export const STATS_ORDER: (keyof SeriesItemStatsFormatted)[] = ["min", "median", "max"];
+export const STATS_ORDER_LEGEND: (keyof SeriesItemStatsFormatted)[] = ["min", "median", "max", "last"];
+export const STATS_ORDER_TOOLTIP: (keyof SeriesItemStatsFormatted)[] = ["min", "median", "max"];

app/vmui/packages/vmui/src/types/uplot.ts

@@ -4,6 +4,7 @@ export interface SeriesItemStatsFormatted {
     min: string,
     max: string,
     median: string,
+    last: string,
 }
 
 export interface SeriesItem extends Series {

app/vmui/packages/vmui/src/utils/uplot/series.ts

@@ -53,6 +53,7 @@ const getSeriesStatistics = (d: MetricResult) => {
       min: formatPrettyNumber(min, min, max),
       max: formatPrettyNumber(max, min, max),
       median: formatPrettyNumber(median, min, max),
+      last: formatPrettyNumber(values.at(-1), min, max),
     },
   };
 };

docs/Makefile

@@ -32,17 +32,6 @@ docs-image:
 		--platform $(DOCKER_PLATFORM) \
 		vmdocs
 
-docs-check-links: docs-image
-	rm -rf vmdocs/public
-	docker run \
-		--rm \
-		--platform $(DOCKER_PLATFORM) \
-		-v ./vmdocs:/opt/docs \
-		$(shell for d in ./docs/*/; do printf ' -v %s:/opt/docs/content/%s' "$${d}" "$$(basename $${d})"; done) \
-		--entrypoint /bin/sh \
-		vmdocs-docker-package \
-			-c "yarn install && hugo --minify && yarn run check-links"
-
 docs-debug: docs docs-image
 	docker run \
 		--rm \

docs/victoriametrics/CONTRIBUTING.md

@@ -28,7 +28,7 @@ If you like VictoriaMetrics and want to contribute, then it would be great:
 ## Issues
 
 When making a new issue, make sure to create no duplicates. Use GitHub search to find whether similar issues exist already.
-The new issue should be written in English and contain concise description of the problem and environment where it exists.
+The new issue should be written in English and contain a concise description of the problem and the environment where it exists.
 We'd very much prefer to have a specific use-case included in the description, since it could have workaround or alternative solutions.
 
 When looking for an issue to contribute, always prefer working on [bugs](https://github.com/VictoriaMetrics/VictoriaMetrics/issues?q=is%3Aopen+is%3Aissue+label%3Abug)
@@ -48,7 +48,7 @@ We use [labels](https://docs.github.com/en/issues/using-labels-and-milestones-to
 1. `need more info`, assigned to issues that require elaboration from the issue creator.
   For example, if we weren't able to reproduce the reported bug based on the ticket description then we ask additional
   questions which could help to reproduce the issue and add `need more info` label. This label helps other maintainers
-  to understand that this issue wasn't forgotten but waits for the feedback from user.
+  to understand that this issue wasn't forgotten but waits for the feedback from the user.
 1. `completed`, assigned to issues that required code changes and those changes were merged to upstream, but not released yet.
   Once a release is made, maintainers go through all labeled issues, leave a comment about the new release, and close the issue.
 1. `vmui`, assigned to issues related to [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui) or [VictoriaLogs webui](https://docs.victoriametrics.com/victorialogs/querying/#web-ui)
@@ -63,32 +63,31 @@ Pull requests requirements:
 1. Don't use `master` branch for making PRs, as it makes it impossible for reviewers to modify the changes.
 1. All commits need to be [signed](https://docs.github.com/en/authentication/managing-commit-signature-verification/signing-commits).
 1. Pull request title should be prefixed with `<dir>/<component>:` to show what component has been changed, i.e. `app/vmalert: fix...`.
-   Pull request description should contain clear and concise description of what was done, why it is needed and for what purpose.
+   Pull request description should contain a clear and concise description of what was done, why it is needed and for what purpose.
    Use clear language, so reviewers can quickly understand the change and its impact.
 1. A link to the issue(s) related to the change, if any. Use `Fixes [issue link]` if the PR resolves the issue, or `Related to [issue link]` for reference.
 1. Tests proving that the change is effective. Tests are expected for non-trivial new functionality or non-trivial modifications.
    Bug fixes must include tests unless a maintainer explicitly agrees otherwise.
-   See [this style guide](https://itnext.io/f-tests-as-a-replacement-for-table-driven-tests-in-go-8814a8b19e9e) for tests.
-   To run tests and code checks locally, execute commands `make test-full` and `make check-all`.
+   See [this style guide](https://itnext.io/f-tests-as-a-replacement-for-table-driven-tests-in-go-8814a8b19e9e) for tests. See [this section](#testing) for how to run tests.
 1. Try to not extend the scope of the pull requests outside the issue, do not make unrelated changes.
-1. Update [docs](https://github.com/VictoriaMetrics/VictoriaMetrics/tree/master/docs) if needed. For example, adding a new flag or changing behavior of existing flags or features
+1. Update [docs](https://github.com/VictoriaMetrics/VictoriaMetrics/tree/master/docs) if needed. For example, adding a new flag or changing the behavior of existing flags or features
    requires reflecting these changes in the documentation. For new features add `{{%/* available_from "#" */%}}` shortcode to the documentation.
    It will be later automatically replaced with an actual release version.
 1. A line in the [changelog](https://docs.victoriametrics.com/victoriametrics/changelog/#tip) mentioning the change and related issue in a way
    that would be clear to other readers even if they don't have the full context.
-1. Avoid modifying code in the `/vendor` folder manually, even when the vendored package originates are from the VictoriaMetrics GitHub organization.
+1. Avoid modifying code in the `/vendor` folder manually, even when the vendored package originates from the VictoriaMetrics GitHub organization.
    For instance, VictoriaLogs vendors packages under the `/lib` folder from VictoriaMetrics, and VictoriaTraces vendors the `/lib/logstorage` package from VictoriaLogs.
-   Submit a pull request to the upstream repository first. Afterward, a separate pull request can be opened to update the version of the vendored folder in downstream repository.
+   Submit a pull request to the upstream repository first. Afterward, a separate pull request can be opened to update the version of the vendored folder in the downstream repository.
    * For common packages, the vendored package can be updated with this command: `go get <dependency>@vX.Y.Z`.  
    * For VictoriaMetrics packages, use `go get <dependency>@canonical_commit_hash`. 
    Finally, run `go mod tidy` and `go mod vendor` to update `go.mod`, `go.sum`, and `/vendor`.
 1. Ping reviewers who you think have the best expertise on the matter.
 
-See good example of a [pull request](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/6487).
+See a good example of a [pull request](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/6487).
 
 ## Merging Pull Request
 
-The person who merges the Pull Request is responsible for satisfying requirements below:
+The person who merges the Pull Request is responsible for satisfying the requirements below:
 
 1. Make sure that PR satisfies [Pull Request checklist](https://docs.victoriametrics.com/victoriametrics/contributing/#pull-request-checklist),
    it is approved by at least one reviewer, all CI checks are green.
@@ -97,9 +96,9 @@ The person who merges the Pull Request is responsible for satisfying requirement
 1. If applicable, cherry-pick the change to [LTS release lines](https://docs.victoriametrics.com/victoriametrics/lts-releases/)
    and mention in the PR comment what was or wasn't cherry-picked.
 1. Update related issues with a meaningful message of what has changed and when it will be
-   released. _This helps users to understand the change without reading PR._
+   released. _This helps users to understand the change without reading the PR._
 1. Add label `completed` to related issues.
-1. Do not close related tickets until release is made. If ticket was auto-closed by GitHub or user - re-open it.
+1. Do not close related tickets until the release is made. If the ticket was auto-closed by GitHub or a user - re-open it.
 
 ## KISS principle
 
@@ -115,9 +114,9 @@ We are open to third-party pull requests provided they follow [KISS design princ
 - Minimize the number of moving parts in the distributed system.
 - Avoid automated decisions, which may hurt cluster availability, consistency, performance or debuggability.
 
-Adhering to `KISS` principle, simplifies the resulting code and architecture so it can be reviewed, understood and debugged by a wider audience.
+Adhering to the `KISS` principle, simplifies the resulting code and architecture so it can be reviewed, understood and debugged by a wider audience.
 
-Due to `KISS`, [cluster version of VictoriaMetrics](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/) has none of the following "features" popular in distributed computing world:
+Due to `KISS`, [cluster version of VictoriaMetrics](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/) has none of the following "features" popular in distributed computing:
 
 - Fragile gossip protocols. See [failed attempt in Thanos](https://github.com/improbable-eng/thanos/blob/030bc345c12c446962225221795f4973848caab5/docs/proposals/completed/201809_gossip-removal.md).
 - Hard-to-understand-and-implement-properly [Paxos protocols](https://www.quora.com/In-distributed-systems-what-is-a-simple-explanation-of-the-Paxos-algorithm).
@@ -126,3 +125,17 @@ Due to `KISS`, [cluster version of VictoriaMetrics](https://docs.victoriametrics
 - Automatic cluster resizing, which may cost you a lot of money if improperly configured.
 - Automatic discovering and addition of new nodes in the cluster, which may mix data between dev and prod clusters :)
 - Automatic leader election, which may result in split brain disaster on network errors.
+
+## Testing
+
+We recommend running the following sequence of checks and tests before submitting a pull request:
+```sh
+# run static checks
+make check-all
+
+# run unit test
+make test-full
+
+# run integration tests
+make apptest
+```

docs/victoriametrics/changelog/CHANGELOG.md

@@ -29,9 +29,14 @@ See also [LTS releases](https://docs.victoriametrics.com/victoriametrics/lts-rel
 * FEATURE: all VictoriaMetrics components: add `-http.header.disableServerHostname` command-line flag for disabling the `X-Server-Hostname` HTTP response header. See [#11067](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/11067). Thanks to @zasdaym for contribution.
 * FEATURE: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): log calls to [/api/v1/admin/tsdb/delete_series](https://docs.victoriametrics.com/victoriametrics/url-examples/#apiv1admintsdbdelete_series) API handler. This should help to identify events of metrics deletion from the database. See [#11104](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/11104).
 * FEATURE: [vmctl](https://docs.victoriametrics.com/victoriametrics/vmctl/): add `-vm-headers` and `-vm-bearer-token` flags for authenticating requests to the VictoriaMetrics import destination. The flags are available in `opentsdb`, `influx`, `remote-read`, `prometheus`, `mimir`, and `thanos` vmctl sub-commands. See [#8897](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/8897).
+* FEATURE: [vmui](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/#vmui): add the `last` value to graph legend statistics. See [#10759](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10759).
 
 * BUGFIX: [stream aggregation](https://docs.victoriametrics.com/victoriametrics/stream-aggregation/): fix issue with producing aggregated samples with identical timestamps between flushes. See [#10808](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/10808).
+* BUGFIX: [vmalert](https://docs.victoriametrics.com/victoriametrics/vmalert/),[vmauth](https://docs.victoriametrics.com/victoriametrics/vmauth/),[vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/) and [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/): fix rare unbounded shutdown delay when config reload takes longer than `-configCheckInterval`. See [#11107](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/11107). Thanks to @PleasingFungus for contribution.
+* BUGFIX: `vmselect` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): fix corrupted metrics metadata when a response contains multiple rows. See [#11115](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/11115). Thanks for @fxrlv for the contribution.
+* BUGFIX: [vmagent](https://docs.victoriametrics.com/victoriametrics/vmagent/): fix potential corruption of remote-write metadata `Unit` values. See [#11120](https://github.com/VictoriaMetrics/VictoriaMetrics/pull/11120). Thanks for @fxrlv for the contribution.
 * BUGFIX: [vmbackup](https://docs.victoriametrics.com/vmbackup/), [vmbackupmanager](https://docs.victoriametrics.com/victoriametrics/vmbackupmanager/): do not fail backup list if directory is absent while using `fs://` destination to align with other protocols. See [6c3c548](https://github.com/VictoriaMetrics/VictoriaMetrics/commit/6c3c548ddb0385b749e731f52276f130e2a4e4a8)
+* BUGFIX: [vmsingle](https://docs.victoriametrics.com/victoriametrics/single-server-victoriametrics/) and `vmstorage` in [VictoriaMetrics cluster](https://docs.victoriametrics.com/victoriametrics/cluster-victoriametrics/): prevent more cases of panic during directory deletion on `NFS`-based mounts. See [#11060](https://github.com/VictoriaMetrics/VictoriaMetrics/issues/11060).
 
 ## [v1.145.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.145.0)
 

docs/victoriametrics/vmestimator.md

@@ -0,0 +1,103 @@
+---
+weight: 3
+menu:
+  docs:
+    parent: victoriametrics
+    weight: 13
+title: vmestimator
+tags:
+  - metrics
+  - cardinality
+aliases:
+  - /vmestimator.html
+  - /vmestimator/index.html
+  - /vmestimator/
+---
+
+`cestimator` is a cardinality estimator that receives Prometheus remote write streams and exposes approximate time series cardinality as metrics.
+
+It is useful for tracking how many unique time series are flowing through across all metrics, metric name, or broken down by specific labels.
+
+## How it works
+
+Running:
+```
+go run ./app/cestimator/... -config=streams.yaml -httpListenAddr=:8490
+```
+
+Configuration:
+
+```yaml
+streams:
+  # Track total cardinality with no grouping.
+  - interval: '1h'
+
+  # Track cardinality grouped by metric name.
+  - interval: '1h'
+    group_by: ["__name__"]
+
+  # Track cardinality grouped by job label.
+  - interval: '1m'
+    group_by: ["job"]
+
+  # Track cardinality grouped by tenant info
+  - group_by: ["vm_account_id", "vm_project_id"]
+
+  # Track cardinality of jobs, with extra labels on the output metrics.
+  - group_by: ["job"]
+    labels:
+      region: 'eu-central-1'
+      env: 'production'
+```
+
+Fields:
+- `group_by` (optional): list of label names to split cardinality by; each distinct combination gets its own estimate
+- `group_limit` (optional): maximum number of distinct groups to track; excess groups are counted in a rejected sketch but not individually; defaults to `10000`
+- `buckets` (optional): number of internal shards for parallel ingestion; defaults to `min(20, availableCPUs)`
+- `labels` (optional): extra labels attached to all output metrics for this estimator
+- `interval` (optional): how often to rotate (reset) counters; defaults to `5m`
+- `hll_precision` (optional): HyperLogLog precision, must be in range `[4, 18]`; higher values yield more accurate estimates at the cost of more memory; defaults to `14`
+- `hll_sparse` (optional): whether to use sparse HyperLogLog representation, which reduces memory for low-cardinality groups; defaults to `true`
+
+Cardinality generator:
+
+```
+go run ./app/cegen/main.go -cardI=100 -cardY=20 -template="foo{instance=\"127.0.0.[cardI]\",job=\"ametric[cardY]\"}"
+```
+
+## Metrics
+
+By default, cardinality estimates are merged with regular metrics and exposed at `/metrics`.
+
+This behavior is controlled by the `-cardinalityMetrics.exposeAt` flag:
+- `-cardinalityMetrics.exposeAt=/metrics` (default): cardinality metrics merged with regular metrics at `/metrics`
+- `-cardinalityMetrics.exposeAt=/cardinality/metrics`: only cardinality metrics exposed at that path
+- `-cardinalityMetrics.exposeAt=`: cardinality metrics not exposed via HTTP
+
+All metrics include `interval`, `group_by_keys`, and `group_by_values` labels. Extra labels from the `labels` config field are inserted between `interval` and `group_by_keys` (sorted alphabetically).
+
+**Without grouping** (`group_by_keys` is `__global__` and `group_by_values` is not set):
+```
+cardinality_estimate{interval="1h0m0s",group_by_keys="__global__"} 142300
+```
+
+**With grouping** — one summary line (total distinct group count) plus one line per distinct label value combination. Each per-group line also includes individual `by_{key}="{val}"` labels for each group key:
+```
+cardinality_estimate{interval="5m0s",group_by_keys="__group__",group_by_values="instance,job"} 2
+cardinality_estimate{interval="5m0s",group_by_keys="instance,job",group_by_values="host1:9090,prometheus",by_instance="host1:9090",by_job="prometheus"} 312
+cardinality_estimate{interval="5m0s",group_by_keys="instance,job",group_by_values="host2:9100,node",by_instance="host2:9100",by_job="node"} 87
+```
+
+**With extra labels:**
+```
+cardinality_estimate{interval="5m0s",env="production",region="eu-central-1",group_by_keys="job",group_by_values="prometheus",by_job="prometheus"} 312
+```
+
+## Operational metrics
+
+When grouping is enabled, cestimator exposes per-bucket operational metrics at `/metrics`:
+
+- `cestimator_group_estimator_size{groupBy, bucket}` — number of active groups in this bucket after the last rotation
+- `cestimator_group_estimator_rejected_size{groupBy, bucket}` — estimated number of distinct group values rejected since the last rotation because `group_limit` was reached
+- `cestimator_group_limit{groupBy, bucket}` — configured `group_limit` for this bucket
+

go.mod

@@ -2,31 +2,35 @@ module github.com/VictoriaMetrics/VictoriaMetrics
 
 go 1.26.4
 
+replace github.com/axiomhq/hyperloglog => github.com/makasim/hyperloglog v0.0.10-reuse-memory
+
 require (
-	cloud.google.com/go/storage v1.62.1
-	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.21.0
-	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1
-	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.4
-	github.com/VictoriaMetrics/VictoriaLogs v1.50.1-0.20260415124154-6b7a6357aec0
+	cloud.google.com/go/storage v1.62.3
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.22.0
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.14.0
+	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.8.0
+	github.com/VictoriaMetrics/VictoriaLogs v1.121.1-0.20260616132739-c901a1e31cb3
 	github.com/VictoriaMetrics/easyproto v1.2.0
 	github.com/VictoriaMetrics/fastcache v1.13.3
 	github.com/VictoriaMetrics/metrics v1.43.2
-	github.com/VictoriaMetrics/metricsql v0.87.0
-	github.com/aws/aws-sdk-go-v2 v1.41.5
-	github.com/aws/aws-sdk-go-v2/config v1.32.14
-	github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.22.13
-	github.com/aws/aws-sdk-go-v2/service/s3 v1.99.0
+	github.com/VictoriaMetrics/metricsql v0.87.1
+	github.com/aws/aws-sdk-go-v2 v1.42.0
+	github.com/aws/aws-sdk-go-v2/config v1.32.25
+	github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.22.27
+	github.com/aws/aws-sdk-go-v2/service/s3 v1.103.3
+	github.com/axiomhq/hyperloglog v0.0.0-00010101000000-000000000000
 	github.com/bmatcuk/doublestar/v4 v4.10.0
 	github.com/cespare/xxhash/v2 v2.3.0
 	github.com/cheggaaa/pb/v3 v3.1.7
+	github.com/dgryski/go-metro v0.0.0-20250106013310-edb8663e5e33
 	github.com/gogo/protobuf v1.3.2
 	github.com/golang/snappy v1.0.0
 	github.com/google/go-cmp v0.7.0
 	github.com/googleapis/gax-go/v2 v2.22.0
 	github.com/influxdata/influxdb v1.12.4
-	github.com/klauspost/compress v1.18.5
+	github.com/klauspost/compress v1.18.6
 	github.com/oklog/ulid/v2 v2.1.1
-	github.com/prometheus/prometheus v0.311.3
+	github.com/prometheus/prometheus v0.312.0
 	github.com/urfave/cli/v2 v2.27.7
 	github.com/valyala/fastjson v1.6.10
 	github.com/valyala/fastrand v1.1.0
@@ -34,46 +38,46 @@ require (
 	github.com/valyala/gozstd v1.24.0
 	github.com/valyala/histogram v1.2.0
 	github.com/valyala/quicktemplate v1.8.0
-	golang.org/x/net v0.55.0
+	golang.org/x/net v0.56.0
 	golang.org/x/oauth2 v0.36.0
-	golang.org/x/sys v0.45.0
-	google.golang.org/api v0.276.0
+	golang.org/x/sys v0.46.0
+	google.golang.org/api v0.284.0
 	gopkg.in/yaml.v2 v2.4.0
 )
 
 require (
-	cel.dev/expr v0.25.1 // indirect
+	cel.dev/expr v0.25.2 // indirect
 	cloud.google.com/go v0.123.0 // indirect
 	cloud.google.com/go/auth v0.20.0 // indirect
 	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
 	cloud.google.com/go/compute/metadata v0.9.0 // indirect
-	cloud.google.com/go/iam v1.9.0 // indirect
-	cloud.google.com/go/monitoring v1.27.0 // indirect
+	cloud.google.com/go/iam v1.11.0 // indirect
+	cloud.google.com/go/monitoring v1.29.0 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.12.0 // indirect
-	github.com/AzureAD/microsoft-authentication-library-for-go v1.7.1 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.32.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.56.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.56.0 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.7.2 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.33.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.57.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.57.0 // indirect
 	github.com/VividCortex/ewma v1.2.0 // indirect
 	github.com/alecthomas/units v0.0.0-20240927000941-0f3dac36c52b // indirect
-	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.8 // indirect
-	github.com/aws/aws-sdk-go-v2/credentials v1.19.14 // indirect
-	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.21 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.21 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.21 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/ini v1.8.6 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.22 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.7 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.9.13 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.21 // indirect
-	github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.19.21 // indirect
-	github.com/aws/aws-sdk-go-v2/service/signin v1.0.9 // indirect
-	github.com/aws/aws-sdk-go-v2/service/sso v1.30.15 // indirect
-	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.19 // indirect
-	github.com/aws/aws-sdk-go-v2/service/sts v1.41.10 // indirect
-	github.com/aws/smithy-go v1.24.3 // indirect
+	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.7.13 // indirect
+	github.com/aws/aws-sdk-go-v2/credentials v1.19.24 // indirect
+	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.29 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.29 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.29 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/v4a v1.4.30 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.12 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.9.22 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.29 // indirect
+	github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.19.29 // indirect
+	github.com/aws/aws-sdk-go-v2/service/signin v1.2.0 // indirect
+	github.com/aws/aws-sdk-go-v2/service/sso v1.31.3 // indirect
+	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.36.6 // indirect
+	github.com/aws/aws-sdk-go-v2/service/sts v1.43.3 // indirect
+	github.com/aws/smithy-go v1.27.2 // indirect
 	github.com/bboreham/go-loser v0.0.0-20230920113527-fcc2c21820a3 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/cenkalti/backoff/v5 v5.0.3 // indirect
 	github.com/clipperhouse/uax29/v2 v2.7.0 // indirect
 	github.com/cncf/xds/go v0.0.0-20260202195803-dba9d589def2 // indirect
 	github.com/cpuguy83/go-md2man/v2 v2.0.7 // indirect
@@ -82,8 +86,8 @@ require (
 	github.com/envoyproxy/go-control-plane/envoy v1.37.0 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.3.3 // indirect
 	github.com/fatih/color v1.19.0 // indirect
-	github.com/felixge/httpsnoop v1.0.4 // indirect
-	github.com/fxamacker/cbor/v2 v2.9.1 // indirect
+	github.com/felixge/httpsnoop v1.1.0 // indirect
+	github.com/fxamacker/cbor/v2 v2.9.2 // indirect
 	github.com/go-jose/go-jose/v4 v4.1.4 // indirect
 	github.com/go-logr/logr v1.4.3 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
@@ -92,89 +96,90 @@ require (
 	github.com/golang-jwt/jwt/v5 v5.3.1 // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.14 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.16 // indirect
 	github.com/grafana/regexp v0.0.0-20250905093917-f7b3be9d1853 // indirect
 	github.com/hashicorp/go-version v1.9.0 // indirect
 	github.com/jpillora/backoff v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/kamstrup/intmap v0.5.2 // indirect
 	github.com/knadh/koanf/maps v0.1.2 // indirect
 	github.com/knadh/koanf/providers/confmap v1.0.0 // indirect
-	github.com/knadh/koanf/v2 v2.3.4 // indirect
+	github.com/knadh/koanf/v2 v2.3.5 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
-	github.com/mattn/go-colorable v0.1.14 // indirect
-	github.com/mattn/go-isatty v0.0.21 // indirect
-	github.com/mattn/go-runewidth v0.0.23 // indirect
+	github.com/mattn/go-colorable v0.1.15 // indirect
+	github.com/mattn/go-isatty v0.0.22 // indirect
+	github.com/mattn/go-runewidth v0.0.24 // indirect
 	github.com/mitchellh/copystructure v1.2.0 // indirect
 	github.com/mitchellh/reflectwalk v1.0.2 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.3-0.20250322232337-35a7c28c31ee // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
-	github.com/open-telemetry/opentelemetry-collector-contrib/internal/exp/metrics v0.150.0 // indirect
-	github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatautil v0.150.0 // indirect
-	github.com/open-telemetry/opentelemetry-collector-contrib/processor/deltatocumulativeprocessor v0.150.0 // indirect
+	github.com/open-telemetry/opentelemetry-collector-contrib/internal/exp/metrics v0.154.0 // indirect
+	github.com/open-telemetry/opentelemetry-collector-contrib/pkg/pdatautil v0.154.0 // indirect
+	github.com/open-telemetry/opentelemetry-collector-contrib/processor/deltatocumulativeprocessor v0.154.0 // indirect
 	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
 	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/prometheus/client_golang v1.23.2 // indirect
-	github.com/prometheus/client_golang/exp v0.0.0-20260411065453-32d05ffab50a // indirect
+	github.com/prometheus/client_golang/exp v0.0.0-20260602051030-3537b20ac86b // indirect
 	github.com/prometheus/client_model v0.6.2 // indirect
-	github.com/prometheus/common v0.67.5 // indirect
+	github.com/prometheus/common v0.68.1 // indirect
 	github.com/prometheus/otlptranslator v1.0.0 // indirect
 	github.com/prometheus/procfs v0.20.1 // indirect
 	github.com/prometheus/sigv4 v0.4.1 // indirect
-	github.com/puzpuzpuz/xsync/v4 v4.4.0 // indirect
+	github.com/puzpuzpuz/xsync/v4 v4.5.0 // indirect
 	github.com/russross/blackfriday/v2 v2.1.0 // indirect
-	github.com/spiffe/go-spiffe/v2 v2.6.0 // indirect
+	github.com/spiffe/go-spiffe/v2 v2.7.0 // indirect
 	github.com/stretchr/testify v1.11.1 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
 	github.com/x448/float16 v0.8.4 // indirect
 	github.com/xrash/smetrics v0.0.0-20250705151800-55b8f293f342 // indirect
 	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
-	go.opentelemetry.io/collector/component v1.56.0 // indirect
-	go.opentelemetry.io/collector/confmap v1.56.0 // indirect
-	go.opentelemetry.io/collector/confmap/xconfmap v0.150.0 // indirect
-	go.opentelemetry.io/collector/consumer v1.56.0 // indirect
-	go.opentelemetry.io/collector/featuregate v1.56.0 // indirect
-	go.opentelemetry.io/collector/internal/componentalias v0.150.0 // indirect
-	go.opentelemetry.io/collector/pdata v1.56.0 // indirect
-	go.opentelemetry.io/collector/pipeline v1.56.0 // indirect
-	go.opentelemetry.io/collector/processor v1.56.0 // indirect
-	go.opentelemetry.io/contrib/detectors/gcp v1.43.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.68.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/httptrace/otelhttptrace v0.68.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.68.0 // indirect
-	go.opentelemetry.io/otel v1.43.0 // indirect
-	go.opentelemetry.io/otel/metric v1.43.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.43.0 // indirect
-	go.opentelemetry.io/otel/sdk/metric v1.43.0 // indirect
-	go.opentelemetry.io/otel/trace v1.43.0 // indirect
+	go.opentelemetry.io/collector/component v1.60.0 // indirect
+	go.opentelemetry.io/collector/confmap v1.60.0 // indirect
+	go.opentelemetry.io/collector/confmap/xconfmap v0.154.0 // indirect
+	go.opentelemetry.io/collector/consumer v1.60.0 // indirect
+	go.opentelemetry.io/collector/featuregate v1.60.0 // indirect
+	go.opentelemetry.io/collector/internal/componentalias v0.154.0 // indirect
+	go.opentelemetry.io/collector/pdata v1.60.0 // indirect
+	go.opentelemetry.io/collector/pipeline v1.60.0 // indirect
+	go.opentelemetry.io/collector/processor v1.60.0 // indirect
+	go.opentelemetry.io/contrib/detectors/gcp v1.44.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.69.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/httptrace/otelhttptrace v0.69.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.69.0 // indirect
+	go.opentelemetry.io/otel v1.44.0 // indirect
+	go.opentelemetry.io/otel/metric v1.44.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.44.0 // indirect
+	go.opentelemetry.io/otel/sdk/metric v1.44.0 // indirect
+	go.opentelemetry.io/otel/trace v1.44.0 // indirect
 	go.uber.org/atomic v1.11.0 // indirect
 	go.uber.org/goleak v1.3.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
-	go.uber.org/zap v1.27.1 // indirect
+	go.uber.org/zap v1.28.0 // indirect
 	go.yaml.in/yaml/v2 v2.4.4 // indirect
 	go.yaml.in/yaml/v3 v3.0.4 // indirect
-	golang.org/x/crypto v0.52.0 // indirect
-	golang.org/x/exp v0.0.0-20260410095643-746e56fc9e2f // indirect
-	golang.org/x/sync v0.20.0 // indirect
-	golang.org/x/term v0.43.0 // indirect
-	golang.org/x/text v0.37.0 // indirect
+	golang.org/x/crypto v0.53.0 // indirect
+	golang.org/x/exp v0.0.0-20260611194520-c48552f49976 // indirect
+	golang.org/x/sync v0.21.0 // indirect
+	golang.org/x/term v0.44.0 // indirect
+	golang.org/x/text v0.38.0 // indirect
 	golang.org/x/time v0.15.0 // indirect
-	google.golang.org/genproto v0.0.0-20260414002931-afd174a4e478 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20260414002931-afd174a4e478 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20260414002931-afd174a4e478 // indirect
-	google.golang.org/grpc v1.80.0 // indirect
-	google.golang.org/protobuf v1.36.11 // indirect
+	google.golang.org/genproto v0.0.0-20260615183401-62b3387ff324 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20260615183401-62b3387ff324 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20260615183401-62b3387ff324 // indirect
+	google.golang.org/grpc v1.81.1 // indirect
+	google.golang.org/protobuf v1.36.12-0.20260120151049-f2248ac996af // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
-	k8s.io/apimachinery v0.35.3 // indirect
-	k8s.io/client-go v0.35.3 // indirect
+	k8s.io/apimachinery v0.36.2 // indirect
+	k8s.io/client-go v0.36.2 // indirect
 	k8s.io/klog/v2 v2.140.0 // indirect
-	k8s.io/kube-openapi v0.0.0-20260414162039-ec9c827d403f // indirect
-	k8s.io/utils v0.0.0-20260319190234-28399d86e0b5 // indirect
+	k8s.io/kube-openapi v0.0.0-20260603220949-865597e52e25 // indirect
+	k8s.io/utils v0.0.0-20260507154919-ff6756f316d2 // indirect
 	sigs.k8s.io/json v0.0.0-20250730193827-2d320260d730 // indirect
 	sigs.k8s.io/randfill v1.0.0 // indirect
-	sigs.k8s.io/structured-merge-diff/v6 v6.3.2 // indirect
+	sigs.k8s.io/structured-merge-diff/v6 v6.4.0 // indirect
 	sigs.k8s.io/yaml v1.6.0 // indirect
 )

go.sum

@@ -1,5 +1,5 @@
-cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
-cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
+cel.dev/expr v0.25.2 h1:K6j46C81hXtZQfuX60cVWQFBJahKSE2gfRbNuvr5bFs=
+cel.dev/expr v0.25.2/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
 cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
 cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
 cloud.google.com/go/auth v0.20.0 h1:kXTssoVb4azsVDoUiF8KvxAqrsQcQtB53DcSgta74CA=
@@ -8,24 +8,24 @@ cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIi
 cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
 cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
 cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
-cloud.google.com/go/iam v1.9.0 h1:89wyjxT6DL4b5rk/Nk8eBC9DHqf+JiMstrn5IEYxFw4=
-cloud.google.com/go/iam v1.9.0/go.mod h1:KP+nKGugNJW4LcLx1uEZcq1ok5sQHFaQehQNl4QDgV4=
-cloud.google.com/go/logging v1.15.0 h1:6ooUEBNT6jdWh2b36+iuPn6b/R9qN/tHCbvGS5255gg=
-cloud.google.com/go/logging v1.15.0/go.mod h1:ZGKnpBaURITh+g/uom2VhbiFoFWvejcrHPDhxFtU/gI=
-cloud.google.com/go/longrunning v0.10.0 h1:4OWvp1BjCvoeSZTog3sRFDu6j4IrI9TI4/Y9N+8h25g=
-cloud.google.com/go/longrunning v0.10.0/go.mod h1:8nqFBPOO1U/XkhWl0I19AMZEphrHi73VNABIpKYaTwM=
-cloud.google.com/go/monitoring v1.27.0 h1:BhYwMqao+e5Nn7JtWMM9m6zRtKtVUK6kJWMizXChkLU=
-cloud.google.com/go/monitoring v1.27.0/go.mod h1:72NOVjJXHY/HBfoLT0+qlCZBT059+9VXLeAnL2PeeVM=
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@@ -330,6 +338,10 @@ github.com/mitchellh/reflectwalk v1.0.2 h1:G2LzWKi524PWgd3mLHV8Y5k7s6XUvT0Gef6zx
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@@ -342,23 +354,23 @@ github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f h1:KUppIJq7/+
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@@ -366,22 +378,22 @@ github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRI
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@@ -390,10 +402,10 @@ github.com/scaleway/scaleway-sdk-go v1.0.0-beta.36 h1:ObX9hZmK+VmijreZO/8x9pQ8/P
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@@ -422,8 +434,8 @@ github.com/valyala/histogram v1.2.0 h1:wyYGAZZt3CpwUiIb9AU/Zbllg1llXyrtApRS815OL
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@@ -432,62 +444,64 @@ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de
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 go.opentelemetry.io/proto/slim/otlp v1.10.0 h1:iR97Vs/ZDR+y9TfuP9b1XBtdPWeC+OMslIBmhcLU7jM=
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@@ -500,8 +514,8 @@ go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
 go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
 go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
 go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y=
-go.uber.org/zap v1.27.1 h1:08RqriUEv8+ArZRYSTXy1LeBScaMpVSTBhCeaZYfMYc=
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+go.uber.org/zap v1.28.0 h1:IZzaP1Fv73/T/pBMLk4VutPl36uNC+OSUh3JLG3FIjo=
+go.uber.org/zap v1.28.0/go.mod h1:rDLpOi171uODNm/mxFcuYWxDsqWSAVkFdX4XojSKg/Q=
 go.yaml.in/yaml/v2 v2.4.4 h1:tuyd0P+2Ont/d6e2rl3be67goVK4R6deVxCUX5vyPaQ=
 go.yaml.in/yaml/v2 v2.4.4/go.mod h1:gMZqIpDtDqOfM0uNfy0SkpRhvUryYH0Z6wdMYcacYXQ=
 go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
@@ -509,65 +523,65 @@ go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
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-golang.org/x/crypto v0.52.0 h1:RMs7fP2rXdep0CftQlK8Uf+kibLm7qkCcradZWYz988=
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 sigs.k8s.io/yaml v1.6.0/go.mod h1:796bPqUfzR/0jLAl6XjHl3Ck7MiyVv8dbTdyT3/pMf4=

lib/fs/dir_remover.go

@@ -179,6 +179,9 @@ func tryRemoveDir(dirPath string) bool {
 			// times simultaneously and properly close it, fs caching may still
 			// confuse NFS client.
 			if err := os.RemoveAll(dirEntryPath); err != nil {
+				if os.IsNotExist(err) {
+					return
+				}
 				if !isTemporaryNFSError(err) {
 					logger.Fatalf("FATAL: cannot remove %q: %s", dirEntryPath, err)
 				}
@@ -203,8 +206,9 @@ func tryRemoveDir(dirPath string) bool {
 
 	deleteFilePath := filepath.Join(dirPath, deleteDirFilename)
 	// Remove the deleteDirFilename file, since there are no other entries left in the directory.
-	MustRemovePath(deleteFilePath)
-
+	if !tryRemovePath(deleteFilePath) {
+		return false
+	}
 	// Sync the directory after the removing deletDirFilename file in order to make sure
 	// all the metadata files are removed at some exotic filesystems such as OSSFS2.
 	// See https://github.com/VictoriaMetrics/VictoriaLogs/issues/649
@@ -212,7 +216,9 @@ func tryRemoveDir(dirPath string) bool {
 	MustSyncPath(dirPath)
 
 	// Remove the dirPath itself
-	MustRemovePath(dirPath)
+	if !tryRemovePath(dirPath) {
+		return false
+	}
 
 	// Do not sync the parent directory for the dirPath - the caller can do this if needed.
 	// It is OK if the dirPath will remain undeleted after unclean shutdown - it will be deleted
@@ -221,6 +227,23 @@ func tryRemoveDir(dirPath string) bool {
 	return true
 }
 
+// tryRemovePath removes given path and returns true on success
+// or false if error is temporary NFS error
+func tryRemovePath(path string) bool {
+	if err := os.Remove(path); err != nil {
+		if os.IsNotExist(err) {
+			return true
+		}
+		if !isTemporaryNFSError(err) {
+			logger.Fatalf("FATAL: cannot remove %q: %s", path, err)
+		}
+		nfsDirRemoveFailedAttempts.Inc()
+		return false
+	}
+
+	return true
+}
+
 var (
 	dirRemoverWG               sync.WaitGroup
 	nfsDirRemoveFailedAttempts = metrics.NewCounter(`vm_nfs_dir_remove_failed_attempts_total`)

lib/httpserver/httpserver.go

@@ -811,10 +811,20 @@ func LogError(req *http.Request, errStr string) {
 	logger.Errorf("uri: %s, remote address: %q: %s", uri, remoteAddr, errStr)
 }
 
+// tlsErrorSkipLogger must be passed as the out argument to log.New only.
+// It suppresses noisy TCP probe errors on TLS connections to avoid log pollution.
+//
+// This cannot be implemented in net.Listener because a TLS handshake may take seconds,
+// during which no other connections can be accepted. Therefor, the implementation inside net.Listener can lead to DoS.
+// Once a connection is passed to the conn serve goroutine, there is no direct access to the handshake logic, so this indirect
+// approach is used instead.
 type tlsErrorSkipLogger struct{}
 
+// Write filters out TLS handshake errors from health-check probes.
+// log.Logger guarantees that each complete message is delivered in a single Write call
+// and that calls are serialized, so we can safely inspect p for a "TLS handshake error".
+// See https://github.com/golang/go/blob/38e988efb4b8f5e73e887027f386a342c138b649/src/log/log.go#L53-L57
 func (*tlsErrorSkipLogger) Write(p []byte) (int, error) {
-	// skip common health check errors produced by Kubernetes and other tools
 	if bytes.Contains(p, []byte("TLS handshake error")) &&
 		(bytes.Contains(p, []byte("EOF")) || bytes.Contains(p, []byte("connection reset by peer"))) {
 		return len(p), nil

lib/mergeset/table.go

@@ -48,6 +48,12 @@ const maxPartSize = 400e9
 // The interval for flushing buffered data to parts, so it becomes visible to search.
 const pendingItemsFlushInterval = time.Second
 
+// The default interval for calling flushCallback when there is pending data to flush.
+//
+// It is set relatively high in order to improve the effectiveness of caches reset by flushCallback.
+// It is used when the flushCallbackInterval arg at MustOpenTable is set to zero.
+const defaultFlushCallbackInterval = 10 * time.Second
+
 // maxItemsPerCachedPart is the maximum items per created part by the merge,
 // which must be cached in the OS page cache.
 //
@@ -88,6 +94,7 @@ type Table struct {
 	flushInterval time.Duration
 
 	flushCallback         func()
+	flushCallbackInterval time.Duration
 	needFlushCallbackCall atomic.Bool
 
 	prepareBlock PrepareBlockCallback
@@ -332,11 +339,14 @@ func (pw *partWrapper) decRef() {
 // Optional flushCallback is called every time new data batch is flushed
 // to the underlying storage and becomes visible to search.
 //
+// The flushCallbackInterval is how often flushCallback is invoked when there is
+// pending data to flush. If it is set to zero, then defaultFlushCallbackInterval is used.
+//
 // Optional prepareBlock is called during merge before flushing the prepared block
 // to persistent storage.
 //
 // The table is created if it doesn't exist yet.
-func MustOpenTable(path string, flushInterval time.Duration, flushCallback func(), prepareBlock PrepareBlockCallback, isReadOnly *atomic.Bool) *Table {
+func MustOpenTable(path string, flushInterval time.Duration, flushCallback func(), flushCallbackInterval time.Duration, prepareBlock PrepareBlockCallback, isReadOnly *atomic.Bool) *Table {
 	path = filepath.Clean(path)
 
 	if flushInterval < pendingItemsFlushInterval {
@@ -345,6 +355,10 @@ func MustOpenTable(path string, flushInterval time.Duration, flushCallback func(
 		flushInterval = pendingItemsFlushInterval
 	}
 
+	if flushCallbackInterval <= 0 {
+		flushCallbackInterval = defaultFlushCallbackInterval
+	}
+
 	// Create a directory at the path if it doesn't exist yet.
 	fs.MustMkdirIfNotExist(path)
 
@@ -355,14 +369,15 @@ func MustOpenTable(path string, flushInterval time.Duration, flushCallback func(
 	fs.MustSyncPathAndParentDir(path)
 
 	tb := &Table{
-		path:                 path,
-		flushInterval:        flushInterval,
-		flushCallback:        flushCallback,
-		prepareBlock:         prepareBlock,
-		isReadOnly:           isReadOnly,
-		fileParts:            pws,
-		inmemoryPartsLimitCh: make(chan struct{}, maxInmemoryParts),
-		stopCh:               make(chan struct{}),
+		path:                  path,
+		flushInterval:         flushInterval,
+		flushCallback:         flushCallback,
+		flushCallbackInterval: flushCallbackInterval,
+		prepareBlock:          prepareBlock,
+		isReadOnly:            isReadOnly,
+		fileParts:             pws,
+		inmemoryPartsLimitCh:  make(chan struct{}, maxInmemoryParts),
+		stopCh:                make(chan struct{}),
 	}
 	tb.mergeIdx.Store(uint64(time.Now().UnixNano()))
 	tb.rawItems.init()
@@ -429,9 +444,9 @@ func (tb *Table) startFlushCallbackWorker() {
 	}
 
 	tb.wg.Go(func() {
-		// call flushCallback once per 10 seconds in order to improve the effectiveness of caches,
-		// which are reset by the flushCallback.
-		d := timeutil.AddJitterToDuration(time.Second * 10)
+		// call flushCallback at flushCallbackInterval in order to improve the effectiveness
+		// of caches, which are reset by the flushCallback.
+		d := timeutil.AddJitterToDuration(tb.flushCallbackInterval)
 		tc := time.NewTicker(d)
 		for {
 			select {

lib/mergeset/table_search_test.go

@@ -40,7 +40,7 @@ func TestTableSearchSerial(t *testing.T) {
 	func() {
 		// Re-open the table and verify the search works.
 		var isReadOnly atomic.Bool
-		tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+		tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 		defer tb.MustClose()
 		if err := testTableSearchSerial(tb, items); err != nil {
 			t.Fatalf("unexpected error: %s", err)
@@ -70,7 +70,7 @@ func TestTableSearchConcurrent(t *testing.T) {
 	// Re-open the table and verify the search works.
 	func() {
 		var isReadOnly atomic.Bool
-		tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+		tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 		defer tb.MustClose()
 		if err := testTableSearchConcurrent(tb, items); err != nil {
 			t.Fatalf("unexpected error: %s", err)
@@ -144,7 +144,7 @@ func newTestTable(r *rand.Rand, path string, itemsCount int) (*Table, []string,
 		flushes.Add(1)
 	}
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, flushCallback, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, flushCallback, 0, nil, &isReadOnly)
 	items := make([]string, itemsCount)
 	for i := range itemsCount {
 		item := fmt.Sprintf("%d:%d", r.Intn(1e9), i)

lib/mergeset/table_search_timing_test.go

@@ -33,7 +33,7 @@ func benchmarkTableSearch(b *testing.B, itemsCount int) {
 	// Force finishing pending merges
 	tb.MustClose()
 	var isReadOnly atomic.Bool
-	tb = MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb = MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 	defer tb.MustClose()
 
 	keys := make([][]byte, len(items))
@@ -94,7 +94,7 @@ func benchmarkTableSearchKeysExt(b *testing.B, tb *Table, keys [][]byte, stripSu
 				}
 				ts.Seek(searchKey)
 				if !ts.NextItem() {
-					panic(fmt.Errorf("BUG: NextItem must return true for searchKeys[%d]=%q; err=%v", i, searchKey, ts.Error()))
+					panic(fmt.Errorf("BUG: NextItem must return true for searchKeys[%d]=%q; err=%w", i, searchKey, ts.Error()))
 				}
 				if !bytes.HasPrefix(ts.Item, searchKey) {
 					panic(fmt.Errorf("BUG: unexpected item found for searchKey[%d]=%q; got %q; want %q", i, searchKey, ts.Item, key))

lib/mergeset/table_test.go

@@ -18,14 +18,14 @@ func TestTableOpenClose(t *testing.T) {
 
 	// Create a new table
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 
 	// Close it
 	tb.MustClose()
 
 	// Re-open created table multiple times.
 	for range 4 {
-		tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+		tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 		tb.MustClose()
 	}
 }
@@ -35,7 +35,7 @@ func TestTableAddItemsTooLongItem(t *testing.T) {
 	fs.MustRemoveDir(path)
 
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 	tb.AddItems([][]byte{make([]byte, maxInmemoryBlockSize+1)})
 	tb.MustClose()
 	fs.MustRemoveDir(path)
@@ -52,7 +52,7 @@ func TestTableAddItemsSerial(t *testing.T) {
 		flushes.Add(1)
 	}
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, flushCallback, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, flushCallback, 0, nil, &isReadOnly)
 
 	const itemsCount = 10e3
 	testAddItemsSerial(r, tb, itemsCount)
@@ -75,7 +75,7 @@ func TestTableAddItemsSerial(t *testing.T) {
 	testReopenTable(t, path, itemsCount)
 
 	// Add more items in order to verify merge between inmemory parts and file-based parts.
-	tb = MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb = MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 	const moreItemsCount = itemsCount * 3
 	testAddItemsSerial(r, tb, moreItemsCount)
 	tb.MustClose()
@@ -99,7 +99,7 @@ func TestTableCreateSnapshotAt(t *testing.T) {
 	fs.MustRemoveDir(path)
 
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 
 	// Write a lot of items into the table, so background merges would start.
 	const itemsCount = 3e5
@@ -111,7 +111,7 @@ func TestTableCreateSnapshotAt(t *testing.T) {
 	// Close and open the table in order to flush all the data to disk before creating snapshots.
 	// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4272#issuecomment-1550221840
 	tb.MustClose()
-	tb = MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb = MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 
 	// Create multiple snapshots.
 	snapshot1 := path + "-test-snapshot1"
@@ -121,8 +121,8 @@ func TestTableCreateSnapshotAt(t *testing.T) {
 	tb.MustCreateSnapshotAt(snapshot2)
 
 	// Verify snapshots contain all the data.
-	tb1 := MustOpenTable(snapshot1, 0, nil, nil, &isReadOnly)
-	tb2 := MustOpenTable(snapshot2, 0, nil, nil, &isReadOnly)
+	tb1 := MustOpenTable(snapshot1, 0, nil, 0, nil, &isReadOnly)
+	tb2 := MustOpenTable(snapshot2, 0, nil, 0, nil, &isReadOnly)
 
 	var ts, ts1, ts2 TableSearch
 	ts.Init(tb, false)
@@ -197,7 +197,7 @@ func TestTableAddItemsConcurrentStress(t *testing.T) {
 	}
 
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, flushCallback, prepareBlock, &isReadOnly)
+	tb := MustOpenTable(path, 0, flushCallback, 0, prepareBlock, &isReadOnly)
 
 	testAddItems(tb)
 
@@ -232,7 +232,7 @@ func TestTableAddItemsConcurrent(t *testing.T) {
 		return data, items
 	}
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, flushCallback, prepareBlock, &isReadOnly)
+	tb := MustOpenTable(path, 0, flushCallback, 0, prepareBlock, &isReadOnly)
 
 	const itemsCount = 10e3
 	testAddItemsConcurrent(tb, itemsCount)
@@ -255,7 +255,7 @@ func TestTableAddItemsConcurrent(t *testing.T) {
 	testReopenTable(t, path, itemsCount)
 
 	// Add more items in order to verify merge between inmemory parts and file-based parts.
-	tb = MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb = MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 	const moreItemsCount = itemsCount * 3
 	testAddItemsConcurrent(tb, moreItemsCount)
 	tb.MustClose()
@@ -292,7 +292,7 @@ func testReopenTable(t *testing.T, path string, itemsCount int) {
 
 	for range 10 {
 		var isReadOnly atomic.Bool
-		tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+		tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 		var m TableMetrics
 		tb.UpdateMetrics(&m)
 		if n := m.TotalItemsCount(); n != uint64(itemsCount) {
@@ -308,7 +308,7 @@ func TestTableMustMergeInmemoryPartsFinal_pwsRefCount(t *testing.T) {
 	defer fs.MustRemoveDir(path)
 
 	var isReadOnly atomic.Bool
-	tb := MustOpenTable(path, 0, nil, nil, &isReadOnly)
+	tb := MustOpenTable(path, 0, nil, 0, nil, &isReadOnly)
 	defer tb.MustClose()
 
 	generatePartWrappers := func(n int) []*partWrapper {

lib/promscrape/scraper.go

@@ -155,9 +155,22 @@ func runScraper(configFile string, pushData func(at *auth.Token, wr *prompb.Writ
 		tickerCh = ticker.C
 		defer ticker.Stop()
 	}
+	stop := func() {
+		cfg.mustStop()
+		logger.Infof("stopping Prometheus scrapers")
+		startTime := time.Now()
+		scs.stop()
+		logger.Infof("stopped Prometheus scrapers in %.3f seconds", time.Since(startTime).Seconds())
+	}
 	for {
 		scs.updateConfig(cfg)
 	waitForChans:
+		select {
+		case <-globalStopCh:
+			stop()
+			return
+		default:
+		}
 		select {
 		case <-sighupCh:
 			logger.Infof("SIGHUP received; reloading Prometheus configs from %q", configFile)
@@ -196,11 +209,7 @@ func runScraper(configFile string, pushData func(at *auth.Token, wr *prompb.Writ
 			configReloads.Inc()
 			configTimestamp.Set(fasttime.UnixTimestamp())
 		case <-globalStopCh:
-			cfg.mustStop()
-			logger.Infof("stopping Prometheus scrapers")
-			startTime := time.Now()
-			scs.stop()
-			logger.Infof("stopped Prometheus scrapers in %.3f seconds", time.Since(startTime).Seconds())
+			stop()
 			return
 		}
 	}

lib/storage/index_db.go

@@ -172,7 +172,7 @@ func mustOpenIndexDB(id uint64, tr TimeRange, name, path string, s *Storage, isR
 	}
 
 	tfssCache := lrucache.NewCache(getTagFiltersCacheSize)
-	tb := mergeset.MustOpenTable(path, dataFlushInterval, tfssCache.Reset, mergeTagToMetricIDsRows, isReadOnly)
+	tb := mergeset.MustOpenTable(path, dataFlushInterval, tfssCache.Reset, 0, mergeTagToMetricIDsRows, isReadOnly)
 	db := &indexDB{
 		legacyMinMissingTimestampByKey: make(map[string]int64),
 		id:                             id,

vendor/cloud.google.com/go/iam/CHANGES.md

@@ -1,6 +1,10 @@
 # Changes
 
 
+## [1.11.0](https://github.com/googleapis/google-cloud-go/releases/tag/iam%2Fv1.11.0) (2026-05-07)
+
+## [1.10.0](https://github.com/googleapis/google-cloud-go/releases/tag/iam%2Fv1.10.0) (2026-04-30)
+
 ## [1.9.0](https://github.com/googleapis/google-cloud-go/releases/tag/iam%2Fv1.9.0) (2026-04-13)
 
 ## [1.8.0](https://github.com/googleapis/google-cloud-go/releases/tag/iam%2Fv1.8.0) (2026-04-09)

vendor/cloud.google.com/go/iam/apiv1/iampb/iam_policy.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/iam/v1/iam_policy.proto
 
 package iampb

vendor/cloud.google.com/go/iam/apiv1/iampb/iam_policy_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/iam/v1/iam_policy.proto
 
 package iampb

vendor/cloud.google.com/go/iam/apiv1/iampb/options.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/iam/v1/options.proto
 
 package iampb

vendor/cloud.google.com/go/iam/apiv1/iampb/policy.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/iam/v1/policy.proto
 
 package iampb

vendor/cloud.google.com/go/iam/apiv1/iampb/resource_policy_member.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/iam/v1/resource_policy_member.proto
 
 package iampb

vendor/cloud.google.com/go/monitoring/apiv3/v2/alert_policy_client.go

@@ -331,7 +331,7 @@ func (c *alertPolicyGRPCClient) ListAlertPolicies(ctx context.Context, req *moni
 	}
 	opts = append((*c.CallOptions).ListAlertPolicies[0:len((*c.CallOptions).ListAlertPolicies):len((*c.CallOptions).ListAlertPolicies)], opts...)
 	it := &AlertPolicyIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListAlertPoliciesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.AlertPolicy, string, error) {
 		resp := &monitoringpb.ListAlertPoliciesResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/group_client.go

@@ -353,7 +353,7 @@ func (c *groupGRPCClient) ListGroups(ctx context.Context, req *monitoringpb.List
 	}
 	opts = append((*c.CallOptions).ListGroups[0:len((*c.CallOptions).ListGroups):len((*c.CallOptions).ListGroups)], opts...)
 	it := &GroupIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListGroupsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.Group, string, error) {
 		resp := &monitoringpb.ListGroupsResponse{}
 		if pageToken != "" {
@@ -494,7 +494,7 @@ func (c *groupGRPCClient) ListGroupMembers(ctx context.Context, req *monitoringp
 	}
 	opts = append((*c.CallOptions).ListGroupMembers[0:len((*c.CallOptions).ListGroupMembers):len((*c.CallOptions).ListGroupMembers)], opts...)
 	it := &MonitoredResourceIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListGroupMembersRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoredrespb.MonitoredResource, string, error) {
 		resp := &monitoringpb.ListGroupMembersResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/metric_client.go

@@ -394,7 +394,7 @@ func (c *metricGRPCClient) ListMonitoredResourceDescriptors(ctx context.Context,
 	}
 	opts = append((*c.CallOptions).ListMonitoredResourceDescriptors[0:len((*c.CallOptions).ListMonitoredResourceDescriptors):len((*c.CallOptions).ListMonitoredResourceDescriptors)], opts...)
 	it := &MonitoredResourceDescriptorIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListMonitoredResourceDescriptorsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoredrespb.MonitoredResourceDescriptor, string, error) {
 		resp := &monitoringpb.ListMonitoredResourceDescriptorsResponse{}
 		if pageToken != "" {
@@ -470,7 +470,7 @@ func (c *metricGRPCClient) ListMetricDescriptors(ctx context.Context, req *monit
 	}
 	opts = append((*c.CallOptions).ListMetricDescriptors[0:len((*c.CallOptions).ListMetricDescriptors):len((*c.CallOptions).ListMetricDescriptors)], opts...)
 	it := &MetricDescriptorIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListMetricDescriptorsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*metricpb.MetricDescriptor, string, error) {
 		resp := &monitoringpb.ListMetricDescriptorsResponse{}
 		if pageToken != "" {
@@ -590,7 +590,7 @@ func (c *metricGRPCClient) ListTimeSeries(ctx context.Context, req *monitoringpb
 	}
 	opts = append((*c.CallOptions).ListTimeSeries[0:len((*c.CallOptions).ListTimeSeries):len((*c.CallOptions).ListTimeSeries)], opts...)
 	it := &TimeSeriesIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListTimeSeriesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.TimeSeries, string, error) {
 		resp := &monitoringpb.ListTimeSeriesResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/alert.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/alert.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/alert_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/alert_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/alert_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/alert_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/common.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/common.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/dropped_labels.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/dropped_labels.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/group.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/group.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/group_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/group_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/group_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/group_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/metric.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/metric.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/metric_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/metric_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/metric_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/metric_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/mutation_record.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/mutation_record.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/notification.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/notification.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/notification_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/notification_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/notification_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/notification_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/query_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/query_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/query_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/query_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/service_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/service_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/service_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/service_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/snooze.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/snooze.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/snooze_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/snooze_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/snooze_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/snooze_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/span_context.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/span_context.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/uptime.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/uptime.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/uptime_service.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/monitoring/v3/uptime_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/monitoringpb/uptime_service_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/monitoring/v3/uptime_service.proto
 
 package monitoringpb

vendor/cloud.google.com/go/monitoring/apiv3/v2/notification_channel_client.go

@@ -441,7 +441,7 @@ func (c *notificationChannelGRPCClient) ListNotificationChannelDescriptors(ctx c
 	}
 	opts = append((*c.CallOptions).ListNotificationChannelDescriptors[0:len((*c.CallOptions).ListNotificationChannelDescriptors):len((*c.CallOptions).ListNotificationChannelDescriptors)], opts...)
 	it := &NotificationChannelDescriptorIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListNotificationChannelDescriptorsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.NotificationChannelDescriptor, string, error) {
 		resp := &monitoringpb.ListNotificationChannelDescriptorsResponse{}
 		if pageToken != "" {
@@ -517,7 +517,7 @@ func (c *notificationChannelGRPCClient) ListNotificationChannels(ctx context.Con
 	}
 	opts = append((*c.CallOptions).ListNotificationChannels[0:len((*c.CallOptions).ListNotificationChannels):len((*c.CallOptions).ListNotificationChannels)], opts...)
 	it := &NotificationChannelIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListNotificationChannelsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.NotificationChannel, string, error) {
 		resp := &monitoringpb.ListNotificationChannelsResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/query_client.go

@@ -231,7 +231,7 @@ func (c *queryGRPCClient) QueryTimeSeries(ctx context.Context, req *monitoringpb
 	}
 	opts = append((*c.CallOptions).QueryTimeSeries[0:len((*c.CallOptions).QueryTimeSeries):len((*c.CallOptions).QueryTimeSeries)], opts...)
 	it := &TimeSeriesDataIterator{}
-	req = proto.Clone(req).(*monitoringpb.QueryTimeSeriesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.TimeSeriesData, string, error) {
 		resp := &monitoringpb.QueryTimeSeriesResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/service_monitoring_client.go

@@ -436,7 +436,7 @@ func (c *serviceMonitoringGRPCClient) ListServices(ctx context.Context, req *mon
 	}
 	opts = append((*c.CallOptions).ListServices[0:len((*c.CallOptions).ListServices):len((*c.CallOptions).ListServices)], opts...)
 	it := &ServiceIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListServicesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.Service, string, error) {
 		resp := &monitoringpb.ListServicesResponse{}
 		if pageToken != "" {
@@ -577,7 +577,7 @@ func (c *serviceMonitoringGRPCClient) ListServiceLevelObjectives(ctx context.Con
 	}
 	opts = append((*c.CallOptions).ListServiceLevelObjectives[0:len((*c.CallOptions).ListServiceLevelObjectives):len((*c.CallOptions).ListServiceLevelObjectives)], opts...)
 	it := &ServiceLevelObjectiveIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListServiceLevelObjectivesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.ServiceLevelObjective, string, error) {
 		resp := &monitoringpb.ListServiceLevelObjectivesResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/snooze_client.go

@@ -312,7 +312,7 @@ func (c *snoozeGRPCClient) ListSnoozes(ctx context.Context, req *monitoringpb.Li
 	}
 	opts = append((*c.CallOptions).ListSnoozes[0:len((*c.CallOptions).ListSnoozes):len((*c.CallOptions).ListSnoozes)], opts...)
 	it := &SnoozeIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListSnoozesRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.Snooze, string, error) {
 		resp := &monitoringpb.ListSnoozesResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/apiv3/v2/uptime_check_client.go

@@ -340,7 +340,7 @@ func (c *uptimeCheckGRPCClient) ListUptimeCheckConfigs(ctx context.Context, req
 	}
 	opts = append((*c.CallOptions).ListUptimeCheckConfigs[0:len((*c.CallOptions).ListUptimeCheckConfigs):len((*c.CallOptions).ListUptimeCheckConfigs)], opts...)
 	it := &UptimeCheckConfigIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListUptimeCheckConfigsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.UptimeCheckConfig, string, error) {
 		resp := &monitoringpb.ListUptimeCheckConfigsResponse{}
 		if pageToken != "" {
@@ -475,7 +475,7 @@ func (c *uptimeCheckGRPCClient) ListUptimeCheckIps(ctx context.Context, req *mon
 	}
 	opts = append((*c.CallOptions).ListUptimeCheckIps[0:len((*c.CallOptions).ListUptimeCheckIps):len((*c.CallOptions).ListUptimeCheckIps)], opts...)
 	it := &UptimeCheckIpIterator{}
-	req = proto.Clone(req).(*monitoringpb.ListUptimeCheckIpsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*monitoringpb.UptimeCheckIp, string, error) {
 		resp := &monitoringpb.ListUptimeCheckIpsResponse{}
 		if pageToken != "" {

vendor/cloud.google.com/go/monitoring/internal/version.go

@@ -17,4 +17,4 @@
 package internal
 
 // Version is the current tagged release of the library.
-const Version = "1.27.0"
+const Version = "1.29.0"

vendor/cloud.google.com/go/storage/CHANGES.md

@@ -1,6 +1,25 @@
 # Changes
 
 
+## [1.62.3](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.62.3) (2026-06-03)
+
+### Bug Fixes
+
+* add server closed idle connection to retriable errors (#14594) ([20b37d6](https://github.com/googleapis/google-cloud-go/commit/20b37d65d56d4b5e7b8d43b1f6b2ddefcd8944be))
+* fix race condition during retries in gRPC writer (#14649) ([04b6c63](https://github.com/googleapis/google-cloud-go/commit/04b6c635c09de1772fcefd8a7fd5e4ffdd370b79))
+
+## [1.62.2](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.62.2) (2026-05-18)
+
+### Features
+
+* enable open telemetry attrs (#14426) ([74eab64](https://github.com/googleapis/google-cloud-go/commit/74eab64d1b4e22d8c79b0de4e5fc9a36bc4c6c19))
+
+### Bug Fixes
+
+* Set default chunkRetryDeadline to 32s in NewWriterFromAppendableObject (#14458) ([ec7c7d6](https://github.com/googleapis/google-cloud-go/commit/ec7c7d66eb0bf6e52a3ae1f529cb8e5de6f8dc86))
+* refactor userProject metadata propagation in ListObjects  (#14533) ([fbb543e](https://github.com/googleapis/google-cloud-go/commit/fbb543e3bb0d9b45c8e9aa167b6551c154f23169))
+* restore metadata operations timeout in gRPC (#14575) ([275ff56](https://github.com/googleapis/google-cloud-go/commit/275ff562aee8c0201b9e5bf2913bb85bcdbe947a))
+
 ## [1.62.1](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.62.1) (2026-04-13)
 
 ### Bug Fixes
@@ -23,6 +42,18 @@
 
 * Update `EnableParallelUpload` documentation in `writer.go` (#14328) ([22d0749](http://github.com/googleapis/google-cloud-go/commit/22d0749f8fdbeaa34f2a836b63510bd0c3def990))
 
+## [1.61.5](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.61.5) (2026-06-01)
+
+### Bug Fixes
+
+* fix race condition during retries in gRPC writer (#14649) ([e87213b](https://github.com/googleapis/google-cloud-go/commit/e87213b78affff3aafb6ee0ecd542d65719e5c5c))
+
+## [1.61.4](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.61.4) (2026-05-21)
+
+### Bug Fixes
+
+* add server closed idle connection to retriable errors (#14594) ([37580e7](https://github.com/googleapis/google-cloud-go/commit/37580e7eb530bbcf54951425947060c51cb0b30a))
+
 ## [1.61.3](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.61.3) (2026-03-13)
 
 ### Documentation
@@ -70,6 +101,12 @@
 
 * Update documentation for `BidiReadObject`, `ReadObjectRequest`, and `ObjectContexts` ([611f239](https://github.com/googleapis/google-cloud-go/commit/611f239219225fb03f6475c7238f497a349961e2))
 
+## [1.59.3](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.59.3) (2026-05-05)
+
+### Bug Fixes
+
+* handle MRD hang corner case (#14509) ([1ca3b6f](https://github.com/googleapis/google-cloud-go/commit/1ca3b6f02d35f87c336e34358e16985557c7fd58))
+
 ## [1.59.2](https://github.com/googleapis/google-cloud-go/releases/tag/storage%2Fv1.59.2) (2026-01-28)
 
 ### Bug Fixes

vendor/cloud.google.com/go/storage/grpc_client.go

@@ -156,7 +156,7 @@ func newGRPCStorageClient(ctx context.Context, opts ...storageOption) (*grpcStor
 	s := initSettings(opts...)
 	s.clientOption = append(defaultGRPCOptions(), s.clientOption...)
 	// Disable all gax-level retries in favor of retry logic in the veneer client.
-	s.gax = append(s.gax, gax.WithRetry(nil), gax.WithTimeout(0))
+	s.gax = append(s.gax, gax.WithRetry(nil))
 
 	config := newStorageConfig(s.clientOption...)
 	if config.readAPIWasSet {
@@ -187,10 +187,23 @@ func newGRPCStorageClient(ctx context.Context, opts ...storageOption) (*grpcStor
 	if err != nil {
 		return nil, err
 	}
+	configureStreamingTimeouts(g)
 	c.raw = g
 	return c, nil
 }
 
+// configureStreamingTimeouts explicitly overrides default call timeouts to 0 (unbounded)
+// for all generated payload streaming RPCs. This guarantees that long-running data reads
+// and writes are not prematurely aborted by default transport deadlines, while allowing
+// all transactional and metadata/unary operations to retain their safety deadlines.
+func configureStreamingTimeouts(g *gapic.Client) {
+	g.CallOptions.ReadObject = append(g.CallOptions.ReadObject, gax.WithTimeout(0))
+	g.CallOptions.WriteObject = append(g.CallOptions.WriteObject, gax.WithTimeout(0))
+	g.CallOptions.BidiReadObject = append(g.CallOptions.BidiReadObject, gax.WithTimeout(0))
+	g.CallOptions.BidiWriteObject = append(g.CallOptions.BidiWriteObject, gax.WithTimeout(0))
+	g.CallOptions.CancelResumableWrite = append(g.CallOptions.CancelResumableWrite, gax.WithTimeout(0))
+}
+
 func (c *grpcStorageClient) routingInterceptors() (grpc.UnaryClientInterceptor, grpc.StreamClientInterceptor) {
 	unary := func(ctx context.Context, method string, req, reply interface{}, cc *grpc.ClientConn, invoker grpc.UnaryInvoker, opts ...grpc.CallOption) error {
 		ctx, err := c.prepareDirectPathMetadata(ctx, cc.Target())
@@ -536,6 +549,9 @@ func (c *grpcStorageClient) LockBucketRetentionPolicy(ctx context.Context, bucke
 }
 func (c *grpcStorageClient) ListObjects(ctx context.Context, bucket string, q *Query, opts ...storageOption) *ObjectIterator {
 	s := callSettings(c.settings, opts...)
+	if s.userProject != "" {
+		ctx = setUserProjectMetadata(ctx, s.userProject)
+	}
 	it := &ObjectIterator{
 		ctx: ctx,
 	}
@@ -556,9 +572,6 @@ func (c *grpcStorageClient) ListObjects(ctx context.Context, bucket string, q *Q
 		IncludeFoldersAsPrefixes: it.query.IncludeFoldersAsPrefixes,
 		Filter:                   it.query.Filter,
 	}
-	if s.userProject != "" {
-		ctx = setUserProjectMetadata(ctx, s.userProject)
-	}
 	fetch := func(pageSize int, pageToken string) (token string, err error) {
 		// Add trace span around List API call within the fetch.
 		ctx, _ = startSpan(ctx, "grpcStorageClient.ObjectsListCall")
@@ -567,7 +580,6 @@ func (c *grpcStorageClient) ListObjects(ctx context.Context, bucket string, q *Q
 		var gitr *gapic.ObjectIterator
 		err = run(it.ctx, func(ctx context.Context) error {
 			gitr = c.raw.ListObjects(ctx, req, s.gax...)
-			it.ctx = ctx
 			objects, token, err = gitr.InternalFetch(pageSize, pageToken)
 			return err
 		}, s.retry, s.idempotent)

vendor/cloud.google.com/go/storage/grpc_reader_multi_range.go

@@ -335,8 +335,7 @@ func (c *mrdAddStreamErrorCmd) apply(ctx context.Context, m *multiRangeDownloade
 		} else {
 			err = errors.New("no streams available")
 		}
-		m.setPermanentError(err)
-		m.failAllPending(m.getPermanentError())
+		m.failManager(err)
 	}
 }
 
@@ -433,6 +432,13 @@ func (m *multiRangeDownloaderManager) add(output io.Writer, offset, length int64
 }
 
 func (m *multiRangeDownloaderManager) close(err error) error {
+	if m.ctx.Err() != nil {
+		m.wg.Wait()
+		if pErr := m.getPermanentError(); pErr != nil {
+			return pErr
+		}
+		return m.ctx.Err()
+	}
 	cmd := &mrdCloseCmd{err: err}
 	select {
 	case m.cmds <- cmd:
@@ -452,6 +458,10 @@ func (m *multiRangeDownloaderManager) close(err error) error {
 }
 
 func (m *multiRangeDownloaderManager) wait() {
+	if err := m.ctx.Err(); err != nil {
+		m.callbackWg.Wait()
+		return
+	}
 	doneC := make(chan struct{})
 	cmd := &mrdWaitCmd{doneC: doneC}
 	select {
@@ -476,7 +486,9 @@ func (m *multiRangeDownloaderManager) getHandle() []byte {
 	case <-m.ctx.Done():
 		return nil
 	}
-
+	if err := m.ctx.Err(); err != nil {
+		return nil
+	}
 	respC := make(chan []byte, 1)
 	cmd := &mrdGetHandleCmd{respC: respC}
 	select {
@@ -536,6 +548,9 @@ func (m *multiRangeDownloaderManager) eventLoop() {
 	defer m.cleanup()
 
 	for {
+		if m.ctx.Err() != nil {
+			return
+		}
 		var nextReq *storagepb.BidiReadObjectRequest
 		var nextRangeReq *rangeRequest
 		var targetStream *mrdStream
@@ -603,10 +618,18 @@ func (m *multiRangeDownloaderManager) cleanup() {
 	}
 
 	// Drain and free any remaining responses to prevent buffer leaks.
-	close(m.sessionResps)
-	for result := range m.sessionResps {
-		if result.decoder != nil {
-			result.decoder.databufs.Free()
+sessionDrainLoop:
+	for {
+		select {
+		case result, ok := <-m.sessionResps:
+			if !ok {
+				break sessionDrainLoop
+			}
+			if result.decoder != nil {
+				result.decoder.databufs.Free()
+			}
+		default:
+			break sessionDrainLoop
 		}
 	}
 
@@ -624,6 +647,39 @@ func (m *multiRangeDownloaderManager) cleanup() {
 		close(waiter)
 	}
 	m.attrsOnce.Do(func() { close(m.attrsReady) })
+	// Complete any commands leftover in cmds channel.
+cmdDrainLoop:
+	for {
+		select {
+		case cmd, ok := <-m.cmds:
+			if !ok {
+				break cmdDrainLoop
+			}
+			// Parse type of command.
+			switch cmd := cmd.(type) {
+			case *mrdCloseCmd:
+			case *mrdWaitCmd:
+				close(cmd.doneC)
+			case *mrdAddCmd:
+				m.runCallback(cmd.offset, cmd.length, finalErr, cmd.callback)
+			case *mrdGetHandleCmd:
+				// Non-blocking send of handle if attributes are ready, otherwise close.
+				select {
+				case <-m.attrsReady:
+					select {
+					case cmd.respC <- m.lastReadHandle:
+					default:
+						close(cmd.respC)
+					}
+				default:
+					close(cmd.respC)
+				}
+			}
+		default:
+			break cmdDrainLoop
+		}
+	}
+	// Wait for all callbacks (including any initiated by the drained command) to finish.
 	m.callbackWg.Wait()
 }
 
@@ -779,12 +835,17 @@ func (m *multiRangeDownloaderManager) handleAddCmd(ctx context.Context, cmd *mrd
 			return
 		}
 	}
+	if m.attrs != nil && req.length == 0 {
+		req.length = m.attrs.Size - req.offset
+	}
 
 	m.unsentRequests.PushBack(req)
 }
 
 func (m *multiRangeDownloaderManager) shouldAddStream() bool {
-	if m.streamCreating || len(m.streams) >= m.params.maxConnections {
+	if m.ctx.Err() != nil ||
+		m.streamCreating ||
+		len(m.streams) >= m.params.maxConnections {
 		return false
 	}
 	if len(m.streams) < m.params.minConnections {
@@ -843,6 +904,25 @@ func (m *multiRangeDownloaderManager) handleWaitCmd(ctx context.Context, cmd *mr
 }
 
 func (m *multiRangeDownloaderManager) handleAddStreamCmd(ctx context.Context, cmd *addStreamCmd) {
+	// Check for any error in stream before adding this stream.
+	var streamErr error
+	if cmd.stream != nil && cmd.stream.session != nil {
+		streamErr = cmd.stream.session.getError()
+	}
+
+	if cmd.stream == nil ||
+		cmd.stream.session == nil ||
+		streamErr != nil {
+		m.streamCreating = false
+		if len(m.streams) == 0 {
+			err := streamErr
+			if err == nil {
+				err = errors.New("no streams available: stream creation failed or has error")
+			}
+			m.failManager(err)
+		}
+		return
+	}
 	m.streams[cmd.id] = cmd.stream
 	if cmd.spec != nil {
 		m.readSpec = cmd.spec
@@ -860,13 +940,23 @@ func (m *multiRangeDownloaderManager) handleReconnectStreamCmd(ctx context.Conte
 		return
 	}
 	stream.reconnecting = false
-
-	if cmd.err != nil {
-		m.failStream(stream, cmd.err)
+	var streamErr error
+	if cmd.session != nil {
+		streamErr = cmd.session.getError()
+	}
+	if cmd.err != nil ||
+		cmd.session == nil ||
+		streamErr != nil {
+		finalErr := cmd.err
+		if finalErr == nil && cmd.session == nil {
+			finalErr = errors.New("session nil for reconnected stream")
+		} else if finalErr == nil {
+			finalErr = streamErr
+		}
+		m.failStream(stream, finalErr)
 		if len(m.streams) == 0 && !m.streamCreating {
-			err := fmt.Errorf("no streams available. Last observed error: %w", cmd.err)
-			m.setPermanentError(err)
-			m.failAllPending(m.getPermanentError())
+			err := fmt.Errorf("no streams available. Last observed error: %w", finalErr)
+			m.failManager(err)
 		}
 		return
 	}
@@ -1034,8 +1124,7 @@ func (m *multiRangeDownloaderManager) handleStreamEnd(result mrdSessionResult, s
 		m.failStream(stream, err)
 		if len(m.streams) == 0 && !m.streamCreating {
 			err := fmt.Errorf("no streams available. Last observed error: %w", err)
-			m.setPermanentError(err)
-			m.failAllPending(m.getPermanentError())
+			m.failManager(err)
 		}
 	}
 }
@@ -1101,6 +1190,12 @@ func (m *multiRangeDownloaderManager) setPermanentError(err error) {
 	}
 }
 
+func (m *multiRangeDownloaderManager) failManager(err error) {
+	m.setPermanentError(err)
+	m.failAllPending(m.getPermanentError())
+	m.cancel()
+}
+
 // --- bidiReadStreamSession ---
 // Controls lifespan of an individual bi-directional gRPC stream to the
 // object in GCS. Spins up goroutines for the read and write sides of the
@@ -1121,8 +1216,12 @@ type bidiReadStreamSession struct {
 	respC chan<- mrdSessionResult
 	wg    sync.WaitGroup
 
-	errOnce   sync.Once
-	streamErr error
+	// To make manualShutdown and streamErr fields thread-safe
+	// as it can be accessed by both event loop and receive loop.
+	mu             sync.RWMutex
+	errOnce        sync.Once
+	streamErr      error
+	manualShutdown bool
 }
 
 func newBidiReadStreamSession(ctx context.Context, id int, respC chan<- mrdSessionResult, client *grpcStorageClient, settings *settings, params *newMultiRangeDownloaderParams, readSpec *storagepb.BidiReadObjectSpec) (*bidiReadStreamSession, error) {
@@ -1177,14 +1276,26 @@ func (s *bidiReadStreamSession) SendRequest(req *storagepb.BidiReadObjectRequest
 	}
 }
 func (s *bidiReadStreamSession) Shutdown() {
+	s.mu.Lock()
+	s.manualShutdown = true
+	s.mu.Unlock()
+
 	s.cancel()
 	s.wg.Wait()
+	s.setError(s.ctx.Err())
 }
 func (s *bidiReadStreamSession) setError(err error) {
 	s.errOnce.Do(func() {
+		s.mu.Lock()
+		defer s.mu.Unlock()
 		s.streamErr = err
 	})
 }
+func (s *bidiReadStreamSession) getError() error {
+	s.mu.RLock()
+	defer s.mu.RUnlock()
+	return s.streamErr
+}
 func (s *bidiReadStreamSession) sendLoop() {
 	defer s.wg.Done()
 	defer s.stream.CloseSend()
@@ -1224,6 +1335,13 @@ func (s *bidiReadStreamSession) receiveLoop() {
 
 		if err != nil {
 			databufs.Free()
+			s.mu.RLock()
+			isManual := s.manualShutdown
+			s.mu.RUnlock()
+			if isManual {
+				return
+			}
+
 			redirectErr, isRedirect := isRedirectError(err)
 			result := mrdSessionResult{
 				err:     err,
@@ -1257,9 +1375,17 @@ func (s *bidiReadStreamSession) receiveLoop() {
 		}:
 
 		case <-s.ctx.Done():
+			s.mu.RLock()
+			isManual := s.manualShutdown
+			s.mu.RUnlock()
+			if isManual {
+				databufs.Free()
+				return
+			}
+
 			// If context is cancelled unexpectedly, make sure to notify
 			// eventLoop before returning
-			err := s.streamErr
+			err := s.getError()
 			if err == nil {
 				err = s.ctx.Err()
 			}

vendor/cloud.google.com/go/storage/grpc_writer.go

@@ -443,6 +443,31 @@ func (w *gRPCWriter) writeLoop(ctx context.Context) error {
 	defer cancel()
 	w.streamSender.connect(ctx, bscs, w.settings.gax...)
 
+	// Drain any initial completions (like QueryWriteStatus results).
+Loop:
+	for {
+		select {
+		case c, ok := <-completions:
+			if !ok {
+				return w.streamSender.err()
+			}
+			w.handleCompletion(c)
+		default:
+			break Loop
+		}
+	}
+
+	if w.bufFlushedIdx > 0 {
+		copy(w.buf, w.buf[w.bufFlushedIdx:])
+		w.buf = w.buf[:len(w.buf)-w.bufFlushedIdx]
+		w.bufBaseOffset += int64(w.bufFlushedIdx)
+		w.bufUnsentIdx -= w.bufFlushedIdx
+		if w.bufUnsentIdx < 0 {
+			w.bufUnsentIdx = 0
+		}
+		w.bufFlushedIdx = -1
+	}
+
 	// Send any full quantum in w.buf, possibly including a flush
 	if err := w.withCommandRetryDeadline(func() error {
 		sentOffset, ok := w.sendBufferToTarget(chcs, w.buf, w.bufBaseOffset, cap(w.buf),
@@ -591,6 +616,26 @@ func (c *gRPCWriterCommandWrite) handle(w *gRPCWriter, cs gRPCWriterCommandHandl
 		return nil
 	}
 
+	if !c.hasStarted {
+		c.initialOffset = w.bufBaseOffset + int64(len(w.buf))
+		c.hasStarted = true
+	} else {
+		// Retrying this command; check if server has persisted some bytes of this command's payload.
+		bytesPersisted := w.bufBaseOffset - c.initialOffset
+		if bytesPersisted > 0 {
+			if int64(len(c.p)) < bytesPersisted {
+				bytesPersisted = int64(len(c.p))
+			}
+			c.p = c.p[bytesPersisted:]
+			c.initialOffset = w.bufBaseOffset
+
+			if len(c.p) == 0 {
+				c.markDone()
+				return nil
+			}
+		}
+	}
+
 	// Zero-Copy send.
 	if w.forceOneShot {
 		err := c.zeroCopyWrite(w, cs)
@@ -650,6 +695,7 @@ func (c *gRPCWriterCommandWrite) handle(w *gRPCWriter, cs gRPCWriterCommandHandl
 	w.buf = w.buf[:wblen+toNextWriteQuantum]
 	copied := copy(w.buf[wblen:], c.p)
 	c.p = c.p[copied:]
+	c.initialOffset += int64(copied)
 	firstFullBufFromCmd := cap(w.buf) - len(w.buf)
 
 	sending := w.buf[w.bufUnsentIdx:]
@@ -674,6 +720,7 @@ func (c *gRPCWriterCommandWrite) handle(w *gRPCWriter, cs gRPCWriterCommandHandl
 			trim = len(c.p)
 		}
 		c.p = c.p[trim:]
+		c.initialOffset += int64(trim)
 		cmdBaseOffset = bufTail
 	}
 	offset := cmdBaseOffset

vendor/cloud.google.com/go/storage/internal/apiv2/storage_client.go

@@ -29,6 +29,7 @@ import (
 	iampb "cloud.google.com/go/iam/apiv1/iampb"
 	storagepb "cloud.google.com/go/storage/internal/apiv2/storagepb"
 	gax "github.com/googleapis/gax-go/v2"
+	"github.com/googleapis/gax-go/v2/callctx"
 	"google.golang.org/api/iterator"
 	"google.golang.org/api/option"
 	"google.golang.org/api/option/internaloption"
@@ -985,6 +986,16 @@ type gRPCClient struct {
 // any other character (no special directory semantics).
 func NewClient(ctx context.Context, opts ...option.ClientOption) (*Client, error) {
 	clientOpts := defaultGRPCClientOptions()
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		clientOpts = append(clientOpts, internaloption.WithTelemetryAttributes(map[string]string{
+			"gcp.client.service":  "storage",
+			"gcp.client.version":  getVersionClient(),
+			"gcp.client.repo":     "googleapis/google-cloud-go",
+			"gcp.client.artifact": "cloud.google.com/go/storage/internal/apiv2",
+			"gcp.client.language": "go",
+			"url.domain":          "storage.googleapis.com",
+		}))
+	}
 	if newClientHook != nil {
 		hookOpts, err := newClientHook(ctx, clientHookParams{})
 		if err != nil {
@@ -1006,6 +1017,43 @@ func NewClient(ctx context.Context, opts ...option.ClientOption) (*Client, error
 		logger:      internaloption.GetLogger(opts),
 	}
 	c.setGoogleClientInfo()
+	if gax.IsFeatureEnabled("METRICS") {
+		metrics := gax.NewClientMetrics(
+			gax.WithTelemetryLogger(c.logger),
+			gax.WithTelemetryAttributes(map[string]string{
+				gax.ClientService:  "storage",
+				gax.ClientVersion:  getVersionClient(),
+				gax.ClientArtifact: "cloud.google.com/go/storage/internal/apiv2",
+				gax.RPCSystem:      "grpc",
+				gax.URLDomain:      "storage.googleapis.com",
+			}),
+		)
+
+		client.CallOptions.DeleteBucket = append(client.CallOptions.DeleteBucket, gax.WithClientMetrics(metrics))
+		client.CallOptions.GetBucket = append(client.CallOptions.GetBucket, gax.WithClientMetrics(metrics))
+		client.CallOptions.CreateBucket = append(client.CallOptions.CreateBucket, gax.WithClientMetrics(metrics))
+		client.CallOptions.ListBuckets = append(client.CallOptions.ListBuckets, gax.WithClientMetrics(metrics))
+		client.CallOptions.LockBucketRetentionPolicy = append(client.CallOptions.LockBucketRetentionPolicy, gax.WithClientMetrics(metrics))
+		client.CallOptions.GetIamPolicy = append(client.CallOptions.GetIamPolicy, gax.WithClientMetrics(metrics))
+		client.CallOptions.SetIamPolicy = append(client.CallOptions.SetIamPolicy, gax.WithClientMetrics(metrics))
+		client.CallOptions.TestIamPermissions = append(client.CallOptions.TestIamPermissions, gax.WithClientMetrics(metrics))
+		client.CallOptions.UpdateBucket = append(client.CallOptions.UpdateBucket, gax.WithClientMetrics(metrics))
+		client.CallOptions.ComposeObject = append(client.CallOptions.ComposeObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.DeleteObject = append(client.CallOptions.DeleteObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.RestoreObject = append(client.CallOptions.RestoreObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.CancelResumableWrite = append(client.CallOptions.CancelResumableWrite, gax.WithClientMetrics(metrics))
+		client.CallOptions.GetObject = append(client.CallOptions.GetObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.ReadObject = append(client.CallOptions.ReadObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.BidiReadObject = append(client.CallOptions.BidiReadObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.UpdateObject = append(client.CallOptions.UpdateObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.WriteObject = append(client.CallOptions.WriteObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.BidiWriteObject = append(client.CallOptions.BidiWriteObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.ListObjects = append(client.CallOptions.ListObjects, gax.WithClientMetrics(metrics))
+		client.CallOptions.RewriteObject = append(client.CallOptions.RewriteObject, gax.WithClientMetrics(metrics))
+		client.CallOptions.StartResumableWrite = append(client.CallOptions.StartResumableWrite, gax.WithClientMetrics(metrics))
+		client.CallOptions.QueryWriteStatus = append(client.CallOptions.QueryWriteStatus, gax.WithClientMetrics(metrics))
+		client.CallOptions.MoveObject = append(client.CallOptions.MoveObject, gax.WithClientMetrics(metrics))
+	}
 
 	client.internalClient = c
 
@@ -1051,6 +1099,12 @@ func (c *gRPCClient) DeleteBucket(ctx context.Context, req *storagepb.DeleteBuck
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetName()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/DeleteBucket")
+	}
 	opts = append((*c.CallOptions).DeleteBucket[0:len((*c.CallOptions).DeleteBucket):len((*c.CallOptions).DeleteBucket)], opts...)
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
 		var err error
@@ -1074,6 +1128,12 @@ func (c *gRPCClient) GetBucket(ctx context.Context, req *storagepb.GetBucketRequ
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetName()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/GetBucket")
+	}
 	opts = append((*c.CallOptions).GetBucket[0:len((*c.CallOptions).GetBucket):len((*c.CallOptions).GetBucket)], opts...)
 	var resp *storagepb.Bucket
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1104,6 +1164,12 @@ func (c *gRPCClient) CreateBucket(ctx context.Context, req *storagepb.CreateBuck
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetParent()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/CreateBucket")
+	}
 	opts = append((*c.CallOptions).CreateBucket[0:len((*c.CallOptions).CreateBucket):len((*c.CallOptions).CreateBucket)], opts...)
 	var resp *storagepb.Bucket
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1131,9 +1197,15 @@ func (c *gRPCClient) ListBuckets(ctx context.Context, req *storagepb.ListBuckets
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetParent()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/ListBuckets")
+	}
 	opts = append((*c.CallOptions).ListBuckets[0:len((*c.CallOptions).ListBuckets):len((*c.CallOptions).ListBuckets)], opts...)
 	it := &BucketIterator{}
-	req = proto.Clone(req).(*storagepb.ListBucketsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*storagepb.Bucket, string, error) {
 		resp := &storagepb.ListBucketsResponse{}
 		if pageToken != "" {
@@ -1186,6 +1258,12 @@ func (c *gRPCClient) LockBucketRetentionPolicy(ctx context.Context, req *storage
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/LockBucketRetentionPolicy")
+	}
 	opts = append((*c.CallOptions).LockBucketRetentionPolicy[0:len((*c.CallOptions).LockBucketRetentionPolicy):len((*c.CallOptions).LockBucketRetentionPolicy)], opts...)
 	var resp *storagepb.Bucket
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1216,6 +1294,12 @@ func (c *gRPCClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRe
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetResource()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/GetIamPolicy")
+	}
 	opts = append((*c.CallOptions).GetIamPolicy[0:len((*c.CallOptions).GetIamPolicy):len((*c.CallOptions).GetIamPolicy)], opts...)
 	var resp *iampb.Policy
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1246,6 +1330,12 @@ func (c *gRPCClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRe
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetResource()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/SetIamPolicy")
+	}
 	opts = append((*c.CallOptions).SetIamPolicy[0:len((*c.CallOptions).SetIamPolicy):len((*c.CallOptions).SetIamPolicy)], opts...)
 	var resp *iampb.Policy
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1279,6 +1369,12 @@ func (c *gRPCClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamP
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetResource()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/TestIamPermissions")
+	}
 	opts = append((*c.CallOptions).TestIamPermissions[0:len((*c.CallOptions).TestIamPermissions):len((*c.CallOptions).TestIamPermissions)], opts...)
 	var resp *iampb.TestIamPermissionsResponse
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1306,6 +1402,9 @@ func (c *gRPCClient) UpdateBucket(ctx context.Context, req *storagepb.UpdateBuck
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/UpdateBucket")
+	}
 	opts = append((*c.CallOptions).UpdateBucket[0:len((*c.CallOptions).UpdateBucket):len((*c.CallOptions).UpdateBucket)], opts...)
 	var resp *storagepb.Bucket
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1333,6 +1432,12 @@ func (c *gRPCClient) ComposeObject(ctx context.Context, req *storagepb.ComposeOb
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetKmsKey()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/ComposeObject")
+	}
 	opts = append((*c.CallOptions).ComposeObject[0:len((*c.CallOptions).ComposeObject):len((*c.CallOptions).ComposeObject)], opts...)
 	var resp *storagepb.Object
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1360,6 +1465,12 @@ func (c *gRPCClient) DeleteObject(ctx context.Context, req *storagepb.DeleteObje
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/DeleteObject")
+	}
 	opts = append((*c.CallOptions).DeleteObject[0:len((*c.CallOptions).DeleteObject):len((*c.CallOptions).DeleteObject)], opts...)
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
 		var err error
@@ -1383,6 +1494,12 @@ func (c *gRPCClient) RestoreObject(ctx context.Context, req *storagepb.RestoreOb
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/RestoreObject")
+	}
 	opts = append((*c.CallOptions).RestoreObject[0:len((*c.CallOptions).RestoreObject):len((*c.CallOptions).RestoreObject)], opts...)
 	var resp *storagepb.Object
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1410,6 +1527,9 @@ func (c *gRPCClient) CancelResumableWrite(ctx context.Context, req *storagepb.Ca
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/CancelResumableWrite")
+	}
 	opts = append((*c.CallOptions).CancelResumableWrite[0:len((*c.CallOptions).CancelResumableWrite):len((*c.CallOptions).CancelResumableWrite)], opts...)
 	var resp *storagepb.CancelResumableWriteResponse
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1437,6 +1557,12 @@ func (c *gRPCClient) GetObject(ctx context.Context, req *storagepb.GetObjectRequ
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/GetObject")
+	}
 	opts = append((*c.CallOptions).GetObject[0:len((*c.CallOptions).GetObject):len((*c.CallOptions).GetObject)], opts...)
 	var resp *storagepb.Object
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1464,6 +1590,12 @@ func (c *gRPCClient) ReadObject(ctx context.Context, req *storagepb.ReadObjectRe
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/ReadObject")
+	}
 	opts = append((*c.CallOptions).ReadObject[0:len((*c.CallOptions).ReadObject):len((*c.CallOptions).ReadObject)], opts...)
 	var resp storagepb.Storage_ReadObjectClient
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1481,6 +1613,9 @@ func (c *gRPCClient) ReadObject(ctx context.Context, req *storagepb.ReadObjectRe
 
 func (c *gRPCClient) BidiReadObject(ctx context.Context, opts ...gax.CallOption) (storagepb.Storage_BidiReadObjectClient, error) {
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, c.xGoogHeaders...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/BidiReadObject")
+	}
 	var resp storagepb.Storage_BidiReadObjectClient
 	opts = append((*c.CallOptions).BidiReadObject[0:len((*c.CallOptions).BidiReadObject):len((*c.CallOptions).BidiReadObject)], opts...)
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1510,6 +1645,9 @@ func (c *gRPCClient) UpdateObject(ctx context.Context, req *storagepb.UpdateObje
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/UpdateObject")
+	}
 	opts = append((*c.CallOptions).UpdateObject[0:len((*c.CallOptions).UpdateObject):len((*c.CallOptions).UpdateObject)], opts...)
 	var resp *storagepb.Object
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1525,6 +1663,9 @@ func (c *gRPCClient) UpdateObject(ctx context.Context, req *storagepb.UpdateObje
 
 func (c *gRPCClient) WriteObject(ctx context.Context, opts ...gax.CallOption) (storagepb.Storage_WriteObjectClient, error) {
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, c.xGoogHeaders...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/WriteObject")
+	}
 	var resp storagepb.Storage_WriteObjectClient
 	opts = append((*c.CallOptions).WriteObject[0:len((*c.CallOptions).WriteObject):len((*c.CallOptions).WriteObject)], opts...)
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1542,6 +1683,9 @@ func (c *gRPCClient) WriteObject(ctx context.Context, opts ...gax.CallOption) (s
 
 func (c *gRPCClient) BidiWriteObject(ctx context.Context, opts ...gax.CallOption) (storagepb.Storage_BidiWriteObjectClient, error) {
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, c.xGoogHeaders...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/BidiWriteObject")
+	}
 	var resp storagepb.Storage_BidiWriteObjectClient
 	opts = append((*c.CallOptions).BidiWriteObject[0:len((*c.CallOptions).BidiWriteObject):len((*c.CallOptions).BidiWriteObject)], opts...)
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1571,9 +1715,15 @@ func (c *gRPCClient) ListObjects(ctx context.Context, req *storagepb.ListObjects
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetParent()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/ListObjects")
+	}
 	opts = append((*c.CallOptions).ListObjects[0:len((*c.CallOptions).ListObjects):len((*c.CallOptions).ListObjects)], opts...)
 	it := &ObjectIterator{}
-	req = proto.Clone(req).(*storagepb.ListObjectsRequest)
+	req = proto.CloneOf(req)
 	it.InternalFetch = func(pageSize int, pageToken string) ([]*storagepb.Object, string, error) {
 		resp := &storagepb.ListObjectsResponse{}
 		if pageToken != "" {
@@ -1629,6 +1779,12 @@ func (c *gRPCClient) RewriteObject(ctx context.Context, req *storagepb.RewriteOb
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetDestinationBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/RewriteObject")
+	}
 	opts = append((*c.CallOptions).RewriteObject[0:len((*c.CallOptions).RewriteObject):len((*c.CallOptions).RewriteObject)], opts...)
 	var resp *storagepb.RewriteResponse
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1656,6 +1812,9 @@ func (c *gRPCClient) StartResumableWrite(ctx context.Context, req *storagepb.Sta
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/StartResumableWrite")
+	}
 	opts = append((*c.CallOptions).StartResumableWrite[0:len((*c.CallOptions).StartResumableWrite):len((*c.CallOptions).StartResumableWrite)], opts...)
 	var resp *storagepb.StartResumableWriteResponse
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1683,6 +1842,9 @@ func (c *gRPCClient) QueryWriteStatus(ctx context.Context, req *storagepb.QueryW
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/QueryWriteStatus")
+	}
 	opts = append((*c.CallOptions).QueryWriteStatus[0:len((*c.CallOptions).QueryWriteStatus):len((*c.CallOptions).QueryWriteStatus)], opts...)
 	var resp *storagepb.QueryWriteStatusResponse
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
@@ -1710,6 +1872,12 @@ func (c *gRPCClient) MoveObject(ctx context.Context, req *storagepb.MoveObjectRe
 
 	hds = append(c.xGoogHeaders, hds...)
 	ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...)
+	if gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "resource_name", fmt.Sprintf("//storage.googleapis.com/%v", req.GetBucket()))
+	}
+	if gax.IsFeatureEnabled("METRICS") || gax.IsFeatureEnabled("TRACING") || gax.IsFeatureEnabled("LOGGING") {
+		ctx = callctx.WithTelemetryContext(ctx, "rpc_method", "google.storage.v2.Storage/MoveObject")
+	}
 	opts = append((*c.CallOptions).MoveObject[0:len((*c.CallOptions).MoveObject):len((*c.CallOptions).MoveObject)], opts...)
 	var resp *storagepb.Object
 	err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {

vendor/cloud.google.com/go/storage/internal/apiv2/storagepb/storage.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go. DO NOT EDIT.
 // versions:
 // 	protoc-gen-go v1.36.11
-// 	protoc        v6.31.0
+// 	protoc        v6.33.2
 // source: google/storage/v2/storage.proto
 
 package storagepb

vendor/cloud.google.com/go/storage/internal/apiv2/storagepb/storage_grpc.pb.go

@@ -15,7 +15,7 @@
 // Code generated by protoc-gen-go-grpc. DO NOT EDIT.
 // versions:
 // - protoc-gen-go-grpc v1.3.0
-// - protoc             v6.31.0
+// - protoc             v6.33.2
 // source: google/storage/v2/storage.proto
 
 package storagepb

vendor/cloud.google.com/go/storage/internal/version.go

@@ -17,4 +17,4 @@
 package internal
 
 // Version is the current tagged release of the library.
-const Version = "1.62.1"
+const Version = "1.62.3"

vendor/cloud.google.com/go/storage/invoke.go

@@ -206,10 +206,11 @@ func ShouldRetry(err error) bool {
 		// https://cloud.google.com/storage/docs/exponential-backoff.
 		return e.Code == 408 || e.Code == 429 || (e.Code >= 500 && e.Code < 600)
 	case *net.OpError, *url.Error:
-		// Retry socket-level errors ECONNREFUSED and ECONNRESET (from syscall).
+		// Retry socket-level errors ECONNREFUSED and ECONNRESET (from syscall)
+		// and transport-level errors like server closed idle connections.
 		// Unfortunately the error type is unexported, so we resort to string
 		// matching.
-		retriable := []string{"connection refused", "connection reset", "broken pipe", "client connection lost"}
+		retriable := []string{"connection refused", "connection reset", "broken pipe", "client connection lost", "server closed idle connection"}
 		for _, s := range retriable {
 			if strings.Contains(e.Error(), s) {
 				return true

vendor/cloud.google.com/go/storage/reader.go

@@ -496,11 +496,14 @@ func (mrd *MultiRangeDownloader) Add(output io.Writer, offset, length int64, cal
 // Close the MultiRangeDownloader. It must be called when done reading.
 // Adding new ranges after this has been called will cause an error.
 //
-// This will immediately close the stream and can result in a
+// This will immediately close the streams and can result in a
 // "stream closed early" error if a response for a range is still not processed.
 // Call [MultiRangeDownloader.Wait] to avoid this error.
 //
 // If the downloader is in a permanent error state, this will return an error.
+//
+// This must not be called from the callback sent into Add command otherwise
+// it could lead to a deadlock.
 func (mrd *MultiRangeDownloader) Close() error {
 	err := mrd.impl.close(nil)
 	endSpan(mrd.impl.getSpanCtx(), err)

vendor/cloud.google.com/go/storage/storage.go

@@ -1305,6 +1305,9 @@ func (o *ObjectHandle) NewWriterFromAppendableObject(ctx context.Context, opts *
 	if w.ChunkSize == 0 {
 		w.ChunkSize = googleapi.DefaultUploadChunkSize
 	}
+	if w.ChunkRetryDeadline == 0 {
+		w.ChunkRetryDeadline = defaultWriteChunkRetryDeadline
+	}
 	err := w.openWriter()
 	if err != nil {
 		return nil, 0, err